diff --git "a/last_results_5.csv" "b/last_results_5.csv" new file mode 100644--- /dev/null +++ "b/last_results_5.csv" @@ -0,0 +1,56993 @@ +Instituição,Conta,Modelo,Time (s),Forecasts +Prefeitura Municipal de Santo Ângelo - RS,IPTU,SARIMAX,1.8896088600158691,"108 1276246.500 +109 2255307.500 +110 6639945.000 +111 1542552.625 +112 1557670.500 +113 1542552.625 +114 1542552.625 +115 1542552.625 +116 1525704.875 +117 1542552.625 +118 1542167.750 +119 2219558.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ISS,SARIMAX,0.9568123817443848,"108 2028595.750 +109 2028595.750 +110 2032061.375 +111 2032269.375 +112 2032269.375 +113 2029099.750 +114 2029099.750 +115 2029099.750 +116 2029099.750 +117 2029099.750 +118 2029099.750 +119 2029099.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ITBI,XGBoost,1.634270429611206,"108 381970.18750 +109 297029.46875 +110 406967.46875 +111 294853.15625 +112 376261.96875 +113 375178.90625 +114 297236.25000 +115 375278.03125 +116 381931.62500 +117 406926.28125 +118 366803.93750 +119 368297.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,IRRF,MLP,1.8459880352020264,"108 1.522681e+06 +109 1.267887e+06 +110 1.281081e+06 +111 1.301388e+06 +112 1.319164e+06 +113 1.287734e+06 +114 1.374474e+06 +115 1.418318e+06 +116 1.452105e+06 +117 1.445716e+06 +118 1.445620e+06 +119 2.771700e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do FPM,SARIMAX,0.8061685562133789,"108 7129190.0 +109 8206331.0 +110 5826651.0 +111 5786382.0 +112 7129190.0 +113 7129187.0 +114 8206331.0 +115 5826651.0 +116 5826651.0 +117 4866593.5 +118 7129190.0 +119 8206331.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,HWES,0.7385673522949219,"108 6057628.0 +109 5166906.0 +110 5474386.0 +111 6028535.0 +112 6071613.5 +113 6074286.5 +114 6030883.5 +115 6098800.5 +116 6098800.5 +117 6110922.0 +118 6032076.5 +119 6110922.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,MLP,2.3796589374542236,"108 3.699749e+06 +109 1.472159e+06 +110 1.636288e+06 +111 2.651989e+06 +112 2.205939e+06 +113 1.263394e+06 +114 1.041857e+06 +115 7.783440e+05 +116 6.295667e+05 +117 5.673922e+05 +118 5.390626e+05 +119 2.821071e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ITR,MLP,2.269014596939087,"107 24714.840560 +108 28603.438335 +109 26065.257314 +110 30239.877527 +111 31801.074355 +112 31114.899179 +113 34661.796224 +114 33585.397680 +115 105737.057262 +116 420474.770236 +117 38442.809687 +118 37285.698817 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,MLP,1.4474222660064697,"108 4.852357e+06 +109 5.733917e+06 +110 6.556867e+06 +111 2.479556e+07 +112 7.780336e+06 +113 7.808824e+06 +114 7.968339e+06 +115 8.384474e+06 +116 8.139270e+06 +117 8.455654e+06 +118 8.963088e+06 +119 1.900200e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,MLP,0.6790432929992676,"108 6.023712e+06 +109 5.737066e+06 +110 5.868695e+06 +111 6.056085e+06 +112 6.075581e+06 +113 6.215520e+06 +114 6.570992e+06 +115 5.857907e+06 +116 5.863423e+06 +117 6.006298e+06 +118 5.880888e+06 +119 5.943680e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,XGBoost,0.7693889141082764,"108 1562192.250 +109 1667933.750 +110 2000955.625 +111 2122111.500 +112 2148660.750 +113 1952692.000 +114 1777980.750 +115 1866404.750 +116 2198082.500 +117 1835030.000 +118 1866404.750 +119 1871400.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,IRRF,Prophet,0.9259560108184814,"108 1957694.375 +109 1553009.125 +110 1888171.750 +111 1961579.625 +112 1957719.375 +113 1957719.375 +114 1961579.625 +115 1957719.375 +116 1957719.375 +117 1957719.375 +118 1957719.375 +119 3774271.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do FPM,SARIMAX,1.2022817134857178,"108 7997674.0 +109 11362611.0 +110 6785630.0 +111 7223733.5 +112 7997678.0 +113 7975821.5 +114 7997699.0 +115 6785630.0 +116 6785630.0 +117 6282835.5 +118 7997678.0 +119 11362611.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,MLP,0.5101428031921387,"108 1.097065e+07 +109 1.073232e+07 +110 1.094540e+07 +111 1.137217e+07 +112 1.160594e+07 +113 1.113813e+07 +114 1.129650e+07 +115 1.140948e+07 +116 1.136828e+07 +117 1.164662e+07 +118 1.102612e+07 +119 1.158282e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,MLP,1.5103256702423096,"108 9.252606e+06 +109 2.528196e+06 +110 3.457609e+06 +111 5.895066e+06 +112 4.621261e+06 +113 2.014064e+06 +114 1.729346e+06 +115 1.142278e+06 +116 9.503014e+05 +117 8.149458e+05 +118 6.734866e+05 +119 8.667222e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ITR,MLP,1.381958246231079,"36 8125.908764 +37 9152.025724 +38 11581.481965 +39 10457.784457 +40 10846.054172 +41 29123.493016 +42 13859.208348 +43 44746.785535 +44 172090.010829 +45 242922.119260 +46 32701.996222 +47 28101.244546 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Transferencias LC 61_1989,MLP,0.6075994968414307,"60 105666.789676 +61 113689.633985 +62 112911.549348 +63 111413.446312 +64 112860.194020 +65 111445.021260 +66 110767.941472 +67 113444.268341 +68 113291.543785 +69 103125.547953 +70 111947.135728 +71 108448.620768 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,IPTU,Prophet,1.0670404434204102,"92 7463.315918 +93 6474.237793 +94 19310.667969 +95 19374.560547 +96 20414.410156 +97 2533.482178 +98 23643.544922 +99 2533.482178 +100 2248.958008 +101 2250.268555 +102 1627.146362 +103 2248.957031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ISS,SARIMAX,0.9729292392730713,"92 38565.507812 +93 38296.753906 +94 38202.757812 +95 33337.347656 +96 40042.839844 +97 31199.632812 +98 34786.019531 +99 38484.035156 +100 33266.503906 +101 33266.503906 +102 30994.976562 +103 30775.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ITBI,XGBoost,1.0592360496520996,"92 26718.023438 +93 88863.187500 +94 24620.113281 +95 40422.097656 +96 29072.507812 +97 17081.304688 +98 24207.480469 +99 24620.175781 +100 27066.494141 +101 24704.601562 +102 23111.933594 +103 24490.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,IRRF,AR,1.4469404220581055,"92 159265.750000 +93 159265.750000 +94 159265.750000 +95 159265.750000 +96 159265.078125 +97 159265.750000 +98 159265.750000 +99 109159.429688 +100 108094.898438 +101 159265.750000 +102 159265.750000 +103 159265.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do FPM,MLP,0.742424488067627,"92 1.100831e+06 +93 1.107474e+06 +94 1.065464e+06 +95 1.075132e+06 +96 1.077313e+06 +97 1.067318e+06 +98 1.071055e+06 +99 1.039596e+06 +100 1.043934e+06 +101 1.045038e+06 +102 1.059465e+06 +103 1.071184e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,SES,0.6679966449737549,"92 1.005014e+06 +93 8.706648e+05 +94 9.583151e+05 +95 9.581533e+05 +96 9.789088e+05 +97 9.576270e+05 +98 9.581533e+05 +99 9.693263e+05 +100 9.693263e+05 +101 9.789086e+05 +102 9.581144e+05 +103 9.732317e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,AR,1.2185804843902588,"92 215048.625000 +93 44989.992188 +94 45707.597656 +95 139036.421875 +96 130756.984375 +97 44989.992188 +98 47567.957031 +99 47568.007812 +100 61898.117188 +101 62604.386719 +102 63016.890625 +103 217270.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do ITR,XGBoost,1.0047686100006104,"67 13113.735352 +68 13116.500977 +69 903.315063 +70 13101.227539 +71 13175.210938 +72 13106.878906 +73 13145.118164 +74 13210.791016 +75 13106.884766 +76 13145.124023 +77 13210.796875 +78 3864.852539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Transferencias LC 61_1989,XGBoost,0.8017294406890869,"56 6787.530762 +57 8265.375000 +58 8269.685547 +59 9014.577148 +60 8631.212891 +61 9890.911133 +62 6950.696289 +63 8236.749023 +64 8577.511719 +65 6267.543945 +66 8269.978516 +67 7809.044434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,MLP,1.3341648578643799,"96 17192.226141 +97 12766.551494 +98 15163.334946 +99 13770.633484 +100 19214.008681 +101 77510.945140 +102 71705.975346 +103 77841.451690 +104 29158.534272 +105 21865.969179 +106 23654.257752 +107 18030.736810 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ISS,XGBoost,1.0049433708190918,"108 15365.315430 +109 27113.632812 +110 22343.011719 +111 39034.679688 +112 38842.691406 +113 36098.324219 +114 28649.046875 +115 42682.437500 +116 28790.123047 +117 29159.591797 +118 28649.046875 +119 29053.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,SARIMAX,1.8940443992614746,"102 16872.089844 +103 7333.393555 +104 6636.278809 +105 5188.263672 +106 5339.635254 +107 9095.739258 +108 11998.208984 +109 14765.544922 +110 12500.213867 +111 16545.853516 +112 14546.808594 +113 14069.288086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,IRRF,SARIMAX,1.1816010475158691,"108 62797.765625 +109 63583.328125 +110 78415.875000 +111 71721.562500 +112 60209.882812 +113 71721.562500 +114 71721.562500 +115 63583.328125 +116 63583.328125 +117 60209.882812 +118 46800.496094 +119 78415.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7404706478118896,"108 1.339831e+06 +109 1.893769e+06 +110 1.097461e+06 +111 1.163328e+06 +112 1.389042e+06 +113 1.334932e+06 +114 1.389042e+06 +115 1.097461e+06 +116 1.097466e+06 +117 9.915368e+05 +118 1.389042e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,HWES,0.9558799266815186,"108 805988.7500 +109 701540.3125 +110 703633.3125 +111 779777.6875 +112 824863.8125 +113 773563.8750 +114 736681.3750 +115 702795.8750 +116 745770.1875 +117 761294.0000 +118 739760.0000 +119 761294.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1436328887939453,"108 64833.031250 +109 32424.251953 +110 30500.251953 +111 58703.812500 +112 43809.003906 +113 24850.609375 +114 9876.009766 +115 3972.334473 +116 3972.061035 +117 4967.972168 +118 2518.933594 +119 44547.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ITR,XGBoost,1.5822701454162598,"91 440.206024 +92 432.162750 +93 2324.382568 +94 3012.826660 +95 1355.120117 +96 1187.960327 +97 1159.604858 +98 1147.376587 +99 2587.053223 +100 2929.539307 +101 67.938736 +102 160.590271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Transferencias LC 61_1989,AR,0.808173418045044,"60 6646.652832 +61 7363.176758 +62 6634.103516 +63 6646.649902 +64 5976.316406 +65 5976.316406 +66 5976.316406 +67 5976.316406 +68 6637.006348 +69 6646.559570 +70 5976.316406 +71 5976.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.4832026958465576,"101 1216.515991 +102 865.534485 +103 24184.255859 +104 111932.054688 +105 4145.929199 +106 5322.125977 +107 2797.820557 +108 6365.904297 +109 7104.134766 +110 7104.134766 +111 3265.725830 +112 3520.873535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ISS,SARIMAX,1.4338629245758057,"108 13661.597656 +109 10164.749023 +110 10164.742188 +111 10190.170898 +112 9346.519531 +113 10164.749023 +114 9390.414062 +115 9390.414062 +116 9565.443359 +117 9577.087891 +118 10164.749023 +119 10164.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,SES,1.5049540996551514,"101 2117.880859 +102 8407.868164 +103 760.349365 +104 1643.528687 +105 663.040527 +106 2935.889160 +107 2487.225830 +108 4262.552734 +109 3601.326416 +110 5615.127441 +111 3942.668945 +112 4098.998535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,IRRF,Prophet,0.9387633800506592,"108 89398.343750 +109 98603.109375 +110 98817.460938 +111 98603.304688 +112 117115.867188 +113 117115.867188 +114 98817.460938 +115 98603.109375 +116 98603.109375 +117 117115.867188 +118 98817.460938 +119 117115.867188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9033987522125244,"108 1375541.250 +109 1893768.875 +110 1156514.875 +111 1194364.625 +112 1375541.375 +113 1376365.375 +114 1375541.375 +115 1156514.875 +116 1157168.250 +117 1039711.375 +118 1375541.375 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,HWES,1.3771946430206299,"108 396038.65625 +109 361227.21875 +110 355532.18750 +111 388526.46875 +112 388553.75000 +113 351500.56250 +114 388526.09375 +115 361486.56250 +116 388475.75000 +117 361490.43750 +118 354598.96875 +119 361490.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,MLP,1.5170860290527344,"107 123845.070396 +108 45058.565176 +109 67194.449604 +110 132399.412354 +111 62257.873545 +112 33178.891213 +113 25032.485160 +114 20442.086934 +115 20886.027485 +116 21008.179146 +117 22388.680679 +118 82128.248247 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ITR,XGBoost,1.0594725608825684,"88 1075.300903 +89 781.402588 +90 684.933411 +91 702.909180 +92 777.140564 +93 663.845215 +94 738.848450 +95 759.207275 +96 2312.549561 +97 2312.549561 +98 783.373779 +99 1650.778076 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Transferencias LC 61_1989,MLP,0.902956485748291,"96 -1411.018787 +97 -36059.289189 +98 -13171.318071 +99 -14044.487660 +100 -14858.923611 +101 -15811.242742 +102 -16781.026539 +103 17005.918268 +104 -7203.354438 +105 -8324.315819 +106 -8388.201356 +107 -9084.828926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,IPTU,MLP,1.6826627254486084,"108 4.520829e+05 +109 1.226308e+06 +110 4.645908e+06 +111 4.704078e+05 +112 7.318126e+05 +113 4.458458e+05 +114 7.471376e+05 +115 4.591704e+05 +116 7.563801e+05 +117 4.464408e+05 +118 6.001393e+05 +119 4.552547e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ISS,XGBoost,0.9880831241607666,"108 641375.5625 +109 641341.0625 +110 678833.6875 +111 665996.4375 +112 665996.4375 +113 647498.3125 +114 665996.4375 +115 647498.3125 +116 647931.6875 +117 686207.6875 +118 666780.1875 +119 647498.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ITBI,XGBoost,0.7854495048522949,"108 138385.328125 +109 155694.078125 +110 140509.593750 +111 142872.468750 +112 142132.562500 +113 162271.609375 +114 187032.796875 +115 188045.125000 +116 152957.812500 +117 186755.406250 +118 163478.531250 +119 161032.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,IRRF,Prophet,0.7172610759735107,"108 951169.3125 +109 649176.3750 +110 696616.3125 +111 696616.3125 +112 649083.3125 +113 649083.3125 +114 649083.3125 +115 649083.3125 +116 696616.3125 +117 649083.3125 +118 696616.3125 +119 951169.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do FPM,SARIMAX,1.6508679389953613,"108 3558875.00 +109 5050174.50 +110 2849360.00 +111 3135889.50 +112 3558970.50 +113 3431242.75 +114 3558970.50 +115 2849360.00 +116 2849460.00 +117 2741552.25 +118 3558970.50 +119 5050174.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,HWES,0.6769683361053467,"108 3480512.75 +109 3358767.75 +110 3418286.25 +111 3871752.25 +112 4142883.75 +113 3407819.75 +114 3926626.50 +115 4075565.25 +116 4075565.25 +117 4074691.25 +118 4247118.50 +119 4080963.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,MLP,1.2863621711730957,"108 1.818181e+06 +109 5.680515e+05 +110 6.459279e+05 +111 1.273918e+06 +112 8.074824e+05 +113 3.377888e+05 +114 3.419723e+05 +115 2.468390e+05 +116 1.678603e+05 +117 1.323122e+05 +118 1.182958e+05 +119 1.882382e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do ITR,SARIMAX,1.4239978790283203,"107 233.718552 +108 227.215073 +109 277.283813 +110 317.652832 +111 356.902039 +112 172.931198 +113 247.166153 +114 277.283813 +115 8045.698242 +116 8045.698242 +117 359.114563 +118 359.114563 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Transferencias LC 61_1989,AR,0.6574623584747314,"108 34209.937500 +109 35182.042969 +110 37132.875000 +111 27777.685547 +112 36609.105469 +113 28655.201172 +114 37085.113281 +115 28229.578125 +116 36609.167969 +117 33100.531250 +118 37545.335938 +119 34064.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,IPTU,SARIMAX,0.8173134326934814,"104 7554.068359 +105 17068.986328 +106 47847.351562 +107 17068.986328 +108 6605.640625 +109 6676.880371 +110 4900.068848 +111 6679.891113 +112 7551.081543 +113 7543.727539 +114 6742.235840 +115 6605.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ISS,HWES,0.9191105365753174,"108 90439.640625 +109 86834.898438 +110 89020.570312 +111 93601.226562 +112 85199.726562 +113 91620.992188 +114 83219.492188 +115 84370.101562 +116 84437.671875 +117 93661.976562 +118 84370.101562 +119 86350.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ITBI,SES,0.9069962501525879,"88 11762.032227 +89 4177.935547 +90 2987.129150 +91 3128.439697 +92 11772.509766 +93 4177.935547 +94 4219.675781 +95 12039.599609 +96 4200.035156 +97 12039.532227 +98 2987.129150 +99 2638.743896 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,IRRF,Prophet,0.9686849117279053,"108 47590.222656 +109 47590.222656 +110 47590.222656 +111 47590.222656 +112 47590.222656 +113 47590.222656 +114 47590.222656 +115 47590.222656 +116 47590.222656 +117 47590.222656 +118 47590.222656 +119 47590.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do FPM,SARIMAX,0.688694953918457,"108 1.344765e+06 +109 1.893779e+06 +110 1.142100e+06 +111 1.193634e+06 +112 1.344748e+06 +113 1.325760e+06 +114 1.344711e+06 +115 1.142100e+06 +116 1.142100e+06 +117 9.986458e+05 +118 1.344748e+06 +119 1.893779e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,HWES,0.6625206470489502,"108 435044.93750 +109 420291.06250 +110 421503.75000 +111 442140.40625 +112 510099.12500 +113 444966.84375 +114 445177.40625 +115 510099.12500 +116 510099.12500 +117 510099.12500 +118 440171.59375 +119 506833.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,XGBoost,0.7403042316436768,"103 73452.789062 +104 33094.109375 +105 36261.355469 +106 41280.968750 +107 37034.468750 +108 18474.919922 +109 24423.017578 +110 25041.376953 +111 25151.240234 +112 75119.617188 +113 25061.701172 +114 75119.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ITR,XGBoost,1.0664150714874268,"74 40.960960 +75 171.598450 +76 446.923737 +77 388.300873 +78 60.637161 +79 2677.115234 +80 2836.556885 +81 3959.835205 +82 3589.620117 +83 4310.944824 +84 3589.900146 +85 3962.719971 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Transferencias LC 61_1989,AR,0.9928557872772217,"108 3857.875488 +109 2938.974609 +110 3339.225098 +111 3256.429443 +112 2817.574463 +113 3328.232666 +114 3336.616455 +115 2813.470459 +116 2817.779053 +117 2458.399414 +118 4230.461426 +119 2800.698975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,IPTU,SARIMAX,0.8854203224182129,"106 26549.734375 +107 29225.363281 +108 49608.851562 +109 86003.976562 +110 28942.042969 +111 30728.326172 +112 30359.271484 +113 34466.464844 +114 30728.326172 +115 35458.570312 +116 29085.683594 +117 54610.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ISS,Prophet,1.2656662464141846,"108 18670.080078 +109 22923.224609 +110 22731.033203 +111 18067.541016 +112 23102.806641 +113 21785.107422 +114 21783.548828 +115 23227.287109 +116 26649.416016 +117 21324.275391 +118 24323.455078 +119 13574.448242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,0.8054578304290771,"107 19050.792969 +108 13993.896484 +109 7751.557129 +110 7753.073730 +111 12298.181641 +112 12752.437500 +113 6133.225098 +114 12992.878906 +115 13077.707031 +116 13448.312500 +117 7780.509277 +118 11833.238281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,IRRF,Prophet,0.8065142631530762,"108 96976.070312 +109 88680.531250 +110 98488.320312 +111 98488.320312 +112 98488.320312 +113 98488.320312 +114 96976.070312 +115 96976.070312 +116 96976.070312 +117 96976.070312 +118 96976.070312 +119 81753.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do FPM,SARIMAX,0.7560763359069824,"108 1379296.375 +109 1893769.750 +110 1113908.250 +111 1213609.000 +112 1379330.625 +113 1370844.125 +114 1379305.875 +115 1113908.250 +116 1113916.750 +117 1035950.500 +118 1379330.625 +119 1893769.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,HWES,0.6113958358764648,"108 395175.53125 +109 361112.25000 +110 376398.12500 +111 386347.56250 +112 389722.71875 +113 406881.56250 +114 402093.12500 +115 386445.25000 +116 386445.25000 +117 317257.71875 +118 402093.12500 +119 317257.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,SES,0.7977285385131836,"105 96927.796875 +106 25834.289062 +107 29422.154297 +108 85309.625000 +109 29154.228516 +110 20082.832031 +111 32375.705078 +112 80478.890625 +113 79943.070312 +114 80039.437500 +115 79693.554688 +116 35034.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ITR,AR,0.7913830280303955,"72 515.830017 +73 479.316742 +74 425.181396 +75 654.347229 +76 540.776123 +77 537.117188 +78 537.117188 +79 501.784485 +80 1495.332642 +81 3329.635010 +82 466.936920 +83 504.987885 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Transferencias LC 61_1989,Prophet,1.2820003032684326,"83 2983.534668 +84 3388.357178 +85 3088.590088 +86 3693.976562 +87 3405.982178 +88 3670.923828 +89 3212.705566 +90 3405.979736 +91 3412.086670 +92 3494.275391 +93 3056.653076 +94 2842.074463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,IPTU,Prophet,1.9725053310394287,"98 30466.968750 +99 64596.765625 +100 420644.406250 +101 203311.828125 +102 143735.234375 +103 592543.625000 +104 146740.890625 +105 145664.671875 +106 144285.343750 +107 204876.718750 +108 443626.531250 +109 144669.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ISS,MLP,0.7699437141418457,"104 92480.385772 +105 94036.520180 +106 92504.854891 +107 87552.378581 +108 86623.548997 +109 81379.251060 +110 85750.215270 +111 78704.272481 +112 75410.095848 +113 68531.134627 +114 63115.732845 +115 56430.860090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ITBI,XGBoost,0.903888463973999,"104 38796.859375 +105 36872.757812 +106 36138.472656 +107 37691.863281 +108 36926.363281 +109 32652.886719 +110 34278.800781 +111 43918.554688 +112 38871.886719 +113 41970.753906 +114 35280.554688 +115 56263.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,IRRF,Prophet,0.6040616035461426,"104 72837.601562 +105 128437.320312 +106 128437.320312 +107 128437.320312 +108 77981.101562 +109 128437.320312 +110 78006.171875 +111 128437.320312 +112 77991.726562 +113 78006.171875 +114 78006.171875 +115 157734.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do FPM,SARIMAX,0.6639411449432373,"104 1.477512e+06 +105 1.482205e+06 +106 1.070061e+06 +107 1.141032e+06 +108 1.477604e+06 +109 1.369390e+06 +110 1.478060e+06 +111 1.070061e+06 +112 1.069530e+06 +113 9.968269e+05 +114 1.477604e+06 +115 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,SES,0.6999435424804688,"104 1350438.000 +105 1271758.500 +106 1270186.875 +107 1344570.750 +108 1398548.000 +109 1347628.125 +110 1344570.750 +111 1344570.750 +112 1344570.750 +113 1327600.625 +114 1485273.750 +115 1327600.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,MLP,1.4180405139923096,"104 266472.247840 +105 87112.968927 +106 126998.704673 +107 205293.564962 +108 133330.029178 +109 71005.745019 +110 51925.888304 +111 57061.828953 +112 52095.625204 +113 51902.252122 +114 49863.761771 +115 299103.436630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do ITR,SARIMAX,1.4562804698944092,"100 38.513329 +101 -921.192078 +102 752.703735 +103 -922.776428 +104 -921.192078 +105 -820.096008 +106 24473.451172 +107 38.605797 +108 24611.470703 +109 132354.609375 +110 3521.356201 +111 1722.154663 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Transferencias LC 61_1989,XGBoost,1.0925507545471191,"104 9714.702148 +105 9559.012695 +106 9875.852539 +107 10681.521484 +108 9900.848633 +109 9866.592773 +110 9850.668945 +111 9909.981445 +112 10368.521484 +113 9308.008789 +114 9912.529297 +115 9739.290039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,IPTU,MLP,1.490311861038208,"108 74269.395764 +109 196479.664125 +110 67664.580591 +111 35452.654412 +112 43738.293031 +113 40854.063538 +114 36652.516216 +115 37185.835090 +116 35859.831625 +117 29101.596777 +118 31133.502381 +119 52660.022525 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ISS,MLP,1.2629127502441406,"108 10897.476576 +109 21835.580265 +110 22385.420202 +111 21744.423756 +112 19263.145850 +113 20588.325318 +114 18885.109548 +115 18226.710259 +116 16678.501121 +117 16066.616813 +118 15979.611796 +119 16537.957889 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ITBI,Prophet,0.833749532699585,"107 104054.343750 +108 103114.421875 +109 103814.195312 +110 105922.687500 +111 105922.593750 +112 104101.406250 +113 104048.101562 +114 103310.554688 +115 105922.687500 +116 104037.250000 +117 106135.867188 +118 105922.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,IRRF,Prophet,0.8582720756530762,"108 99134.148438 +109 128004.703125 +110 128004.695312 +111 128004.695312 +112 122169.445312 +113 122169.710938 +114 122169.445312 +115 122169.445312 +116 128004.695312 +117 122169.445312 +118 122169.710938 +119 128004.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do FPM,SARIMAX,0.6520757675170898,"108 1893768.625 +109 1601779.875 +110 1063971.500 +111 1601714.125 +112 1601786.125 +113 1620379.500 +114 1620361.625 +115 1417680.000 +116 1416573.000 +117 1293621.750 +118 1620361.625 +119 1620361.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,HWES,0.733443021774292,"108 785763.5625 +109 722713.3125 +110 724383.5625 +111 741842.9375 +112 734303.2500 +113 733190.3125 +114 734735.1875 +115 734976.5000 +116 734564.3750 +117 734585.8750 +118 732874.4375 +119 734585.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,XGBoost,1.493154525756836,"108 90947.531250 +109 85499.046875 +110 124366.218750 +111 90474.695312 +112 54145.363281 +113 18497.904297 +114 15055.144531 +115 4323.444824 +116 13535.391602 +117 6290.673340 +118 8406.550781 +119 75808.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do ITR,AR,1.2013249397277832,"99 337.642822 +100 13014.502930 +101 1050.931396 +102 13676.000977 +103 15510.501953 +104 4419.430176 +105 15497.580078 +106 15484.696289 +107 4175.949219 +108 27076.378906 +109 4361.311035 +110 4367.041992 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,IPTU,SARIMAX,1.3856606483459473,"108 14775620.0 +109 15181237.0 +110 14775620.0 +111 15480674.0 +112 14775620.0 +113 15181237.0 +114 15209797.0 +115 15209797.0 +116 15181237.0 +117 15469778.0 +118 14775620.0 +119 53541068.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ISS,MLP,0.7002749443054199,"108 9.338804e+06 +109 9.105254e+06 +110 9.103254e+06 +111 9.248059e+06 +112 9.281824e+06 +113 9.427008e+06 +114 9.329045e+06 +115 9.417786e+06 +116 9.465625e+06 +117 9.496474e+06 +118 9.585828e+06 +119 9.637938e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ITBI,XGBoost,0.8663086891174316,"108 2100949.00 +109 2107308.00 +110 2639759.25 +111 2103229.25 +112 2398261.00 +113 2639791.75 +114 2639759.25 +115 2639759.25 +116 2639759.25 +117 2639759.25 +118 2526778.75 +119 2639759.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,IRRF,MLP,0.7151589393615723,"108 5.111095e+06 +109 4.961967e+06 +110 5.193183e+06 +111 5.233433e+06 +112 5.304631e+06 +113 5.408143e+06 +114 5.765483e+06 +115 5.662121e+06 +116 5.922821e+06 +117 6.155836e+06 +118 6.280114e+06 +119 9.572684e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do FPM,SARIMAX,1.2866451740264893,"108 11810941.0 +109 16457503.0 +110 9238480.0 +111 10217729.0 +112 11810941.0 +113 11644627.0 +114 11810941.0 +115 9238480.0 +116 9904032.0 +117 9238480.0 +118 11810941.0 +119 16457503.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,MLP,0.6733345985412598,"108 1.020446e+07 +109 9.985148e+06 +110 1.018558e+07 +111 1.058769e+07 +112 1.081038e+07 +113 1.037449e+07 +114 1.052566e+07 +115 1.063500e+07 +116 1.060013e+07 +117 1.086627e+07 +118 1.028872e+07 +119 1.081642e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,MLP,1.4505586624145508,"108 1.523590e+07 +109 5.378296e+06 +110 6.787748e+06 +111 9.961801e+06 +112 1.001422e+07 +113 5.161840e+06 +114 4.034349e+06 +115 2.977689e+06 +116 2.404594e+06 +117 2.102111e+06 +118 1.698328e+06 +119 1.257005e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do ITR,MLP,1.627255916595459,"84 45654.583369 +85 42426.561900 +86 51241.552924 +87 52277.223123 +88 63683.730372 +89 213750.354817 +90 67278.423269 +91 74823.713809 +92 132709.006299 +93 864729.576061 +94 120867.211007 +95 105438.015317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,IPTU,MLP,1.3392455577850342,"100 99932.659887 +101 114990.488178 +102 239483.660588 +103 618296.071733 +104 100223.754419 +105 159028.644775 +106 156075.018873 +107 132164.867845 +108 132818.529518 +109 134144.220068 +110 130828.360920 +111 142272.330420 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,0.5934734344482422,"104 253776.548206 +105 261538.765803 +106 248490.307744 +107 254480.738094 +108 233324.037965 +109 246818.437807 +110 239323.610821 +111 225953.678869 +112 236969.044085 +113 204142.344326 +114 218324.376809 +115 204144.284973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ITBI,SARIMAX,1.1691603660583496,"104 130123.742188 +105 70628.734375 +106 81891.453125 +107 73305.140625 +108 60873.660156 +109 60873.660156 +110 81891.453125 +111 60873.660156 +112 81891.453125 +113 81891.453125 +114 86603.304688 +115 105893.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,IRRF,XGBoost,0.7074542045593262,"104 253011.50000 +105 328266.09375 +106 328266.09375 +107 328266.09375 +108 253010.28125 +109 328266.09375 +110 273200.71875 +111 253011.50000 +112 273200.71875 +113 328266.09375 +114 328266.09375 +115 328266.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do FPM,XGBoost,1.1725668907165527,"104 2150869.750 +105 2525024.250 +106 1704328.625 +107 1844908.250 +108 2150869.750 +109 1894422.125 +110 2150869.750 +111 1704328.625 +112 1725737.875 +113 1702982.875 +114 2150869.750 +115 2525024.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,SES,0.6455898284912109,"104 1892791.250 +105 1920791.250 +106 1730959.375 +107 1627035.625 +108 1933020.875 +109 1792209.375 +110 1792466.625 +111 1627035.625 +112 1627035.625 +113 1932421.625 +114 1805743.750 +115 1932421.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,MLP,1.2876238822937012,"104 9.953285e+05 +105 2.745984e+05 +106 3.665795e+05 +107 4.886931e+05 +108 3.671639e+05 +109 1.882243e+05 +110 1.756507e+05 +111 1.399508e+05 +112 1.489490e+05 +113 1.380061e+05 +114 1.259522e+05 +115 1.082092e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ITR,XGBoost,2.1132164001464844,"103 1439.684204 +104 185.290421 +105 778.034546 +106 3272.981934 +107 1439.684204 +108 2931.970703 +109 1439.684204 +110 3039.057129 +111 553.189392 +112 7837.076660 +113 355.690826 +114 243.241394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Transferencias LC 61_1989,XGBoost,1.0182812213897705,"104 16199.909180 +105 18832.724609 +106 16920.041016 +107 17040.291016 +108 16564.015625 +109 16410.554688 +110 17602.015625 +111 16564.039062 +112 16919.322266 +113 18417.332031 +114 16471.435547 +115 17790.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,IPTU,Prophet,1.1884655952453613,"96 10727.741211 +97 91086.117188 +98 65911.476562 +99 60949.058594 +100 53464.078125 +101 14828.173828 +102 1541.828125 +103 3030.132812 +104 1967.684937 +105 2396.375977 +106 1678.117065 +107 -2796.153564 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ISS,XGBoost,0.7902905941009521,"108 147627.921875 +109 178911.140625 +110 179319.703125 +111 179319.703125 +112 179319.703125 +113 179319.703125 +114 166589.953125 +115 178911.140625 +116 179319.703125 +117 179319.703125 +118 166589.953125 +119 179319.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ITBI,AR,0.7657713890075684,"108 23535.207031 +109 36961.441406 +110 66378.742188 +111 13997.994141 +112 15755.596680 +113 11135.212891 +114 22939.826172 +115 24080.615234 +116 27421.162109 +117 24515.083984 +118 17697.203125 +119 36793.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,IRRF,SARIMAX,0.8140742778778076,"108 103683.968750 +109 103823.703125 +110 102916.976562 +111 102916.976562 +112 102883.882812 +113 102883.882812 +114 102881.976562 +115 102830.414062 +116 102830.414062 +117 102830.414062 +118 102920.789062 +119 190674.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do FPM,SARIMAX,1.2373042106628418,"108 1.369359e+06 +109 1.893767e+06 +110 1.083396e+06 +111 1.184136e+06 +112 1.369358e+06 +113 1.358178e+06 +114 1.369358e+06 +115 1.083396e+06 +116 1.083506e+06 +117 1.009762e+06 +118 1.369358e+06 +119 1.893767e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,HWES,0.6886098384857178,"108 9.387065e+05 +109 9.619562e+05 +110 9.767270e+05 +111 1.121121e+06 +112 1.062294e+06 +113 9.863284e+05 +114 1.125497e+06 +115 1.125497e+06 +116 1.125497e+06 +117 1.069341e+06 +118 1.061698e+06 +119 9.990939e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,MLP,1.254014492034912,"108 494340.295191 +109 245443.567827 +110 266656.174778 +111 415476.801963 +112 284617.975345 +113 144701.292286 +114 118507.063530 +115 112784.005591 +116 92884.877503 +117 82107.553841 +118 75872.090012 +119 404666.181134 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ITR,AR,2.7597835063934326,"104 7102.014648 +105 7362.972656 +106 8579.979492 +107 10596.954102 +108 8582.392578 +109 7333.530273 +110 7328.660156 +111 7277.653320 +112 78609.718750 +113 78613.492188 +114 6769.524902 +115 6769.524902 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Transferencias LC 61_1989,XGBoost,0.9677460193634033,"108 9037.434570 +109 10991.898438 +110 9105.035156 +111 10199.131836 +112 9483.541992 +113 10703.135742 +114 10666.760742 +115 8691.347656 +116 8730.210938 +117 9745.061523 +118 9206.707031 +119 8672.556641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,MLP,1.6515967845916748,"107 34526.630389 +108 44458.240496 +109 140736.067519 +110 12310.976105 +111 8353.420805 +112 9530.868055 +113 9053.435894 +114 8173.908778 +115 9115.182890 +116 10295.260342 +117 10999.209197 +118 10940.900084 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,XGBoost,1.2245194911956787,"108 40068.210938 +109 39041.640625 +110 34925.679688 +111 34689.578125 +112 34925.640625 +113 34925.679688 +114 40068.210938 +115 34925.679688 +116 34925.679688 +117 34925.679688 +118 34925.679688 +119 34925.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,XGBoost,1.1303863525390625,"106 8375.073242 +107 5835.502930 +108 3668.610596 +109 2397.604004 +110 4324.722656 +111 12626.635742 +112 3164.694580 +113 3641.783936 +114 2844.831299 +115 9495.938477 +116 5278.288574 +117 4880.889648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,IRRF,XGBoost,0.8687093257904053,"108 80528.218750 +109 63174.382812 +110 73147.359375 +111 73147.359375 +112 63174.382812 +113 80528.218750 +114 73147.359375 +115 69466.179688 +116 80528.218750 +117 69472.460938 +118 80528.218750 +119 80552.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do FPM,SARIMAX,1.0892260074615479,"108 1655940.250 +109 1791000.125 +110 1311272.625 +111 1553268.625 +112 1553172.000 +113 1553251.375 +114 1553172.000 +115 1311272.625 +116 1311272.625 +117 1262452.125 +118 1553172.000 +119 1791000.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,HWES,0.8127505779266357,"108 901952.5000 +109 834020.1875 +110 887504.7500 +111 901984.0000 +112 908427.8750 +113 901952.5000 +114 901984.0000 +115 901984.0000 +116 901984.0000 +117 908427.8750 +118 901952.5000 +119 908427.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,MLP,1.6431868076324463,"108 145350.665999 +109 48236.753284 +110 91103.912386 +111 101218.725112 +112 64800.950615 +113 38710.790056 +114 39638.054539 +115 43005.974441 +116 30436.877730 +117 29896.064749 +118 30956.836449 +119 150686.413502 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ITR,SARIMAX,0.8951611518859863,"58 81.742889 +59 2348.739746 +60 1864.552734 +61 176.505875 +62 193.954544 +63 193.773682 +64 79.626343 +65 80.356590 +66 1864.552734 +67 2348.739746 +68 89.949394 +69 89.949394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Transferencias LC 61_1989,SARIMAX,0.7865262031555176,"54 10773.832031 +55 6930.329590 +56 7644.405762 +57 10774.974609 +58 7577.791992 +59 10774.974609 +60 10774.974609 +61 7643.439453 +62 10687.228516 +63 10773.832031 +64 7644.405762 +65 10774.974609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,IPTU,SES,1.6781988143920898,"101 4445.411621 +102 23935.558594 +103 36345.945312 +104 34846.996094 +105 10387.626953 +106 6577.868652 +107 9446.059570 +108 8650.424805 +109 5660.708008 +110 6006.178711 +111 6892.801270 +112 92295.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ISS,SARIMAX,1.23675537109375,"108 25844.343750 +109 23311.281250 +110 29212.699219 +111 29212.699219 +112 24468.246094 +113 24084.277344 +114 28615.761719 +115 23309.687500 +116 28615.761719 +117 24546.972656 +118 24541.832031 +119 29064.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ITBI,HWES,1.9063818454742432,"108 29459.482422 +109 30161.816406 +110 24538.011719 +111 29368.863281 +112 29995.259766 +113 30342.558594 +114 30342.539062 +115 30392.703125 +116 29459.482422 +117 29995.259766 +118 30392.703125 +119 30114.792969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,IRRF,Prophet,1.4379632472991943,"108 98835.125000 +109 98835.125000 +110 98672.765625 +111 173953.000000 +112 98672.765625 +113 98835.125000 +114 98672.765625 +115 98835.125000 +116 98672.765625 +117 98672.765625 +118 98835.125000 +119 181533.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do FPM,SARIMAX,0.7129702568054199,"108 1656248.375 +109 1792901.625 +110 1343782.375 +111 1554633.500 +112 1555381.375 +113 1554623.000 +114 1555381.375 +115 1343782.375 +116 1343780.125 +117 1336023.375 +118 1555381.375 +119 1792901.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,HWES,0.679718017578125,"108 1.111499e+06 +109 1.033835e+06 +110 1.035651e+06 +111 1.025984e+06 +112 1.121580e+06 +113 1.050224e+06 +114 1.025984e+06 +115 1.128036e+06 +116 1.128036e+06 +117 1.025984e+06 +118 1.121580e+06 +119 1.121580e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,MLP,3.0976550579071045,"108 273864.907159 +109 44016.472115 +110 71541.884080 +111 83793.809545 +112 70699.544966 +113 38417.769317 +114 31707.991156 +115 48656.670978 +116 23468.851175 +117 24102.376827 +118 25921.144475 +119 185051.827742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ITR,XGBoost,0.9453127384185791,"104 30.140728 +105 83.243843 +106 91.171806 +107 83.243843 +108 91.174149 +109 108.190491 +110 50.949020 +111 305.086578 +112 139.220444 +113 84.879837 +114 141.914276 +115 33.129375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,IPTU,XGBoost,0.8041946887969971,"101 5440.170898 +102 5718.524902 +103 13341.071289 +104 1794.897461 +105 2720.372070 +106 2899.896973 +107 841.873779 +108 2941.121094 +109 3277.508789 +110 4474.827637 +111 4498.721680 +112 1555.655151 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ISS,SARIMAX,1.1608588695526123,"108 17981.638672 +109 17905.824219 +110 17231.509766 +111 16785.330078 +112 16926.404297 +113 16815.134766 +114 16922.285156 +115 16920.019531 +116 16926.404297 +117 16926.404297 +118 16798.947266 +119 16922.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ITBI,SARIMAX,2.323582172393799,"89 4185.384766 +90 3241.041016 +91 9243.206055 +92 9271.573242 +93 8756.458984 +94 15853.137695 +95 15865.622070 +96 15869.346680 +97 15810.616211 +98 15888.449219 +99 15825.865234 +100 15837.764648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,IRRF,Prophet,1.0539238452911377,"107 66640.445312 +108 66640.445312 +109 66640.445312 +110 66640.445312 +111 66639.843750 +112 66640.445312 +113 66639.843750 +114 66640.445312 +115 66640.445312 +116 66640.445312 +117 66640.445312 +118 66640.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do FPM,SARIMAX,0.6762299537658691,"108 1.188116e+06 +109 1.780251e+06 +110 9.122071e+05 +111 1.136877e+06 +112 1.203838e+06 +113 1.202833e+06 +114 1.354552e+06 +115 9.122071e+05 +116 8.500219e+05 +117 8.606118e+05 +118 1.076392e+06 +119 1.777102e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,Prophet,0.5827686786651611,"108 536074.81250 +109 511345.12500 +110 503676.03125 +111 532269.25000 +112 509904.93750 +113 534555.37500 +114 508879.68750 +115 509904.93750 +116 509904.93750 +117 509904.93750 +118 519128.12500 +119 519128.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,AR,0.6639707088470459,"101 11608.259766 +102 34313.539062 +103 17845.667969 +104 11675.397461 +105 9945.900391 +106 12282.834961 +107 12070.799805 +108 -264.897217 +109 3911.385498 +110 -670.508362 +111 1783.071411 +112 1858.111084 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ITR,SES,0.9468550682067871,"67 44.895493 +68 231.328156 +69 25.301853 +70 -4.634099 +71 -4.008158 +72 -6.625541 +73 -43.404057 +74 -5.364573 +75 -5.797101 +76 -20.942701 +77 -18.367004 +78 -2.214458 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Transferencias LC 61_1989,XGBoost,0.9525275230407715,"108 4539.818848 +109 4660.633789 +110 4408.182617 +111 4856.520996 +112 6188.154297 +113 2978.874268 +114 3842.260498 +115 6083.611328 +116 4011.876953 +117 4816.300781 +118 3979.905762 +119 3973.637695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,IPTU,SES,1.109462022781372,"97 12533.767578 +98 10545.245117 +99 24967.472656 +100 328640.062500 +101 62467.605469 +102 25958.128906 +103 25813.093750 +104 30071.384766 +105 16598.664062 +106 30585.562500 +107 16028.629883 +108 26892.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ISS,Prophet,0.7228415012359619,"100 49409.597656 +101 49410.441406 +102 49410.441406 +103 49006.671875 +104 49006.671875 +105 53785.925781 +106 49410.441406 +107 53067.015625 +108 53658.660156 +109 49410.441406 +110 49006.671875 +111 49006.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ITBI,SARIMAX,0.9828135967254639,"99 57247.980469 +100 56922.343750 +101 89956.960938 +102 111793.484375 +103 82670.929688 +104 39086.132812 +105 260313.609375 +106 139894.031250 +107 104311.015625 +108 41687.875000 +109 255760.140625 +110 151953.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,IRRF,Prophet,1.207674264907837,"100 77968.679688 +101 77968.679688 +102 102376.148438 +103 78246.414062 +104 94252.679688 +105 77968.679688 +106 78246.414062 +107 77968.679688 +108 94252.679688 +109 78246.414062 +110 77968.679688 +111 93037.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do FPM,SARIMAX,0.6843311786651611,"100 1637553.125 +101 1813536.375 +102 1409897.625 +103 1557541.500 +104 1557321.125 +105 1557541.500 +106 1557321.125 +107 1409897.625 +108 1409897.625 +109 1410454.875 +110 1557321.125 +111 1813536.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,XGBoost,1.1365087032318115,"100 1.041620e+06 +101 9.979152e+05 +102 9.785475e+05 +103 1.043297e+06 +104 1.139504e+06 +105 1.027933e+06 +106 1.043297e+06 +107 1.139041e+06 +108 1.139041e+06 +109 1.091281e+06 +110 1.028001e+06 +111 1.091281e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,AR,0.8838167190551758,"100 172150.421875 +101 76105.640625 +102 76105.640625 +103 128376.109375 +104 102854.476562 +105 65162.937500 +106 63359.320312 +107 39808.492188 +108 39426.023438 +109 19965.074219 +110 19003.503906 +111 106834.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ITR,MLP,1.6376557350158691,"94 79806.599704 +95 84762.791625 +96 145258.476525 +97 218402.274828 +98 121880.181775 +99 196796.973416 +100 115167.435653 +101 120879.572136 +102 193407.666492 +103 804601.013823 +104 149950.538411 +105 251355.406087 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Transferencias LC 61_1989,XGBoost,0.71144700050354,"53 8099.778320 +54 8420.939453 +55 9761.405273 +56 10345.445312 +57 9586.477539 +58 10320.959961 +59 9469.001953 +60 9464.204102 +61 9474.336914 +62 9433.851562 +63 9560.375977 +64 9469.001953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,IPTU,SARIMAX,1.0370757579803467,"91 5434.121582 +92 10081.700195 +93 5433.787598 +94 4872.737793 +95 33534.457031 +96 185805.421875 +97 15198.868164 +98 8237.134766 +99 2306.769775 +100 1740.239868 +101 1661.515381 +102 -544.033630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ISS,MLP,0.9387035369873047,"100 60228.464625 +101 62356.676352 +102 63584.891874 +103 63244.194397 +104 61574.882994 +105 60503.669585 +106 53759.973539 +107 55400.162643 +108 49968.231622 +109 49185.889109 +110 40987.692685 +111 39130.616474 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ITBI,XGBoost,0.7628991603851318,"100 43092.660156 +101 57556.558594 +102 56801.136719 +103 57556.558594 +104 56801.136719 +105 56993.832031 +106 56529.003906 +107 57095.394531 +108 56529.003906 +109 57095.394531 +110 57095.394531 +111 57104.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,IRRF,Prophet,0.9576363563537598,"97 251571.078125 +98 259840.718750 +99 259840.718750 +100 259840.718750 +101 255812.171875 +102 260052.234375 +103 255812.171875 +104 259840.718750 +105 255812.171875 +106 255812.171875 +107 251908.437500 +108 259840.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do FPM,SARIMAX,0.6431186199188232,"100 1.330890e+06 +101 1.875904e+06 +102 1.097782e+06 +103 1.095650e+06 +104 1.221282e+06 +105 1.318789e+06 +106 1.236164e+06 +107 1.097782e+06 +108 1.097703e+06 +109 1.014073e+06 +110 1.221282e+06 +111 1.875904e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,XGBoost,0.7080779075622559,"100 747678.5625 +101 596387.5000 +102 615439.1250 +103 724085.7500 +104 726809.5625 +105 694479.2500 +106 724036.8750 +107 724048.1250 +108 724048.1250 +109 724085.7500 +110 726809.5625 +111 691201.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,MLP,1.3247036933898926,"92 147629.107534 +93 80518.027823 +94 95384.982641 +95 125264.727043 +96 82697.328852 +97 69409.482206 +98 65633.561905 +99 64672.818944 +100 69920.968744 +101 72220.479937 +102 75024.261757 +103 161324.431854 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ITR,SARIMAX,0.7216424942016602,"36 885.830994 +37 904.043579 +38 883.270386 +39 902.957520 +40 883.231445 +41 877.452576 +42 877.488770 +43 2648.991211 +44 17158.818359 +45 30086.664062 +46 885.867004 +47 798.023987 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9717583656311035,"100 6250.875000 +101 5777.848145 +102 4973.358398 +103 6379.522949 +104 6453.222656 +105 6660.117188 +106 5127.395996 +107 6453.222656 +108 6606.853027 +109 6090.245605 +110 6137.854980 +111 6440.288086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,1.5968568325042725,"105 4546.142090 +106 47060.812500 +107 505528.937500 +108 47060.812500 +109 47060.812500 +110 36199.402344 +111 46951.917969 +112 36199.402344 +113 38628.535156 +114 27279.083984 +115 6262.790039 +116 47060.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ISS,XGBoost,0.7841606140136719,"108 76423.773438 +109 89433.070312 +110 88718.437500 +111 89432.148438 +112 93043.500000 +113 93043.500000 +114 89433.070312 +115 93043.500000 +116 89433.070312 +117 93044.796875 +118 93043.500000 +119 93044.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ITBI,XGBoost,1.1416151523590088,"108 20697.980469 +109 14454.290039 +110 20804.496094 +111 14482.469727 +112 20701.226562 +113 13648.190430 +114 15920.300781 +115 28862.429688 +116 32787.070312 +117 24199.371094 +118 29422.343750 +119 30610.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,IRRF,XGBoost,0.9633152484893799,"108 77387.187500 +109 84914.382812 +110 84918.703125 +111 77379.320312 +112 84918.703125 +113 84918.703125 +114 84914.406250 +115 77379.320312 +116 84914.406250 +117 84909.585938 +118 84918.703125 +119 84918.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do FPM,SARIMAX,0.791222333908081,"108 1306804.875 +109 1893784.375 +110 1036289.625 +111 1153007.625 +112 1306820.375 +113 1268810.625 +114 1306820.375 +115 1036289.625 +116 1038120.750 +117 1002014.500 +118 1306820.375 +119 1893784.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,HWES,0.6045255661010742,"108 817490.0625 +109 633095.8750 +110 670099.1250 +111 780622.8750 +112 857837.8125 +113 799565.3125 +114 803939.9375 +115 780959.7500 +116 780350.1875 +117 867846.0625 +118 798480.8750 +119 887385.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,MLP,1.3027739524841309,"108 257983.662858 +109 75294.003548 +110 111601.712169 +111 127146.831593 +112 123206.718022 +113 39325.518671 +114 41280.651250 +115 35965.145444 +116 35509.578613 +117 34481.669086 +118 29101.082367 +119 237025.477186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ITR,AR,1.269515037536621,"96 310.977570 +97 382.496063 +98 187.549683 +99 8085.332520 +100 9330.898438 +101 8161.407715 +102 8073.176758 +103 8170.970215 +104 8993.262695 +105 8831.299805 +106 8170.970215 +107 8149.148926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Transferencias LC 61_1989,XGBoost,1.0022096633911133,"108 7680.334473 +109 6510.500977 +110 8493.674805 +111 7903.854980 +112 7920.466309 +113 7751.556152 +114 9936.974609 +115 7916.640137 +116 7381.993652 +117 7522.722656 +118 8313.170898 +119 10533.139648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,IPTU,SES,0.8708500862121582,"103 344.142914 +104 344.147552 +105 27245.949219 +106 23929.166016 +107 6892.651367 +108 16896.498047 +109 2889.716553 +110 -1064.429565 +111 -583.112427 +112 -541.457275 +113 -1744.885620 +114 -1755.224243 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ISS,SARIMAX,0.9903256893157959,"108 13044.174805 +109 16222.487305 +110 17865.197266 +111 17174.384766 +112 15144.086914 +113 16286.551758 +114 16432.439453 +115 18655.029297 +116 14597.920898 +117 11690.241211 +118 17319.673828 +119 14076.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ITBI,SES,1.046142339706421,"104 8572.825195 +105 6293.239258 +106 3005.704346 +107 8236.554688 +108 1083.207886 +109 4847.028320 +110 1189.844604 +111 8265.966797 +112 5609.976562 +113 1545.202271 +114 7883.575684 +115 8265.966797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,IRRF,XGBoost,2.0193228721618652,"107 9603.359375 +108 39588.648438 +109 15201.441406 +110 39448.433594 +111 51274.613281 +112 45354.316406 +113 15042.953125 +114 51274.613281 +115 45352.949219 +116 42545.808594 +117 51851.582031 +118 51274.613281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do FPM,SARIMAX,0.8891775608062744,"108 1396912.000 +109 1893770.375 +110 1076310.500 +111 1183807.375 +112 1396913.500 +113 1363456.750 +114 1396913.500 +115 1075245.250 +116 1075245.125 +117 1047798.500 +118 1396913.500 +119 1893770.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,HWES,0.700869083404541,"108 564616.50000 +109 470460.25000 +110 460044.25000 +111 541688.31250 +112 505484.09375 +113 534716.37500 +114 540778.18750 +115 496111.09375 +116 496111.09375 +117 506268.15625 +118 528970.75000 +119 506268.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,XGBoost,0.7818508148193359,"100 104792.945312 +101 46977.632812 +102 33885.148438 +103 20789.025391 +104 28751.281250 +105 34576.156250 +106 37502.265625 +107 37623.312500 +108 56136.117188 +109 104572.140625 +110 104467.968750 +111 104792.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do ITR,XGBoost,1.600870132446289,"92 24.168261 +93 8.841706 +94 15.459819 +95 22.078142 +96 26.901409 +97 13.215811 +98 11.445758 +99 26.898203 +100 47.459358 +101 28.084364 +102 17.720015 +103 7.032465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Transferencias LC 61_1989,AR,1.2430493831634521,"108 4871.887207 +109 5469.547363 +110 4625.123047 +111 4801.052246 +112 5277.022461 +113 4584.584473 +114 4814.905273 +115 4658.154297 +116 5202.555664 +117 4882.742188 +118 4971.969238 +119 4499.281738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,IPTU,SARIMAX,1.6173555850982666,"100 28134.158203 +101 107917.593750 +102 38748.882812 +103 12522.624023 +104 43588.972656 +105 12518.270508 +106 14177.647461 +107 30528.552734 +108 53114.066406 +109 48294.550781 +110 45047.359375 +111 22188.638672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ISS,SES,2.489307165145874,"100 158881.578125 +101 156214.031250 +102 155941.343750 +103 156214.031250 +104 155221.218750 +105 155520.781250 +106 155221.218750 +107 162065.234375 +108 155361.375000 +109 155221.218750 +110 155361.375000 +111 155361.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ITBI,XGBoost,0.9921009540557861,"100 13535.640625 +101 11437.936523 +102 14367.390625 +103 12303.905273 +104 17374.849609 +105 22871.138672 +106 15113.108398 +107 11213.325195 +108 23639.857422 +109 11887.965820 +110 11286.823242 +111 19654.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,IRRF,MLP,0.8273253440856934,"100 42471.294534 +101 36678.378959 +102 38349.342958 +103 35797.660324 +104 31375.987038 +105 31793.596677 +106 30301.074794 +107 28768.261684 +108 29234.500562 +109 26872.030858 +110 26906.031868 +111 17021.248566 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do FPM,SARIMAX,0.8241469860076904,"100 1271797.375 +101 1893768.500 +102 1071345.875 +103 1180539.250 +104 1271980.375 +105 1276324.500 +106 1264409.625 +107 1071345.875 +108 1071361.750 +109 1032114.000 +110 1271980.375 +111 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,XGBoost,0.78476881980896,"100 790174.0625 +101 729986.9375 +102 796845.5000 +103 797911.3750 +104 763583.0625 +105 797832.5000 +106 797973.0000 +107 798648.0625 +108 798648.0625 +109 797911.3750 +110 763583.0625 +111 763583.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,HWES,0.6268339157104492,"92 242731.781250 +93 198265.625000 +94 156722.312500 +95 155763.125000 +96 159069.203125 +97 158727.953125 +98 157441.031250 +99 156741.078125 +100 156741.078125 +101 156849.140625 +102 158148.546875 +103 198265.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ITR,SARIMAX,1.2141525745391846,"88 193.996201 +89 142.771317 +90 875.126587 +91 685.987183 +92 740.446533 +93 814.994812 +94 523.928772 +95 1288.986694 +96 634.445923 +97 787.845154 +98 884.859497 +99 1241.434082 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Transferencias LC 61_1989,XGBoost,1.1115100383758545,"100 7301.819336 +101 6338.300781 +102 6616.395996 +103 7416.853027 +104 6196.541504 +105 6934.665039 +106 6822.428223 +107 6259.922852 +108 7252.805176 +109 6388.776855 +110 6758.872559 +111 6052.770996 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,IPTU,SES,4.174166440963745,"105 22859.095703 +106 40853.578125 +107 40783.187500 +108 52245.980469 +109 52245.835938 +110 274449.718750 +111 271086.812500 +112 283319.562500 +113 283319.562500 +114 283319.562500 +115 283319.562500 +116 283319.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ISS,XGBoost,0.6686947345733643,"108 45312.714844 +109 45065.058594 +110 45065.058594 +111 45053.742188 +112 45053.742188 +113 45053.742188 +114 45241.675781 +115 45053.742188 +116 47446.351562 +117 46039.585938 +118 45241.675781 +119 45065.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ITBI,SES,1.2025179862976074,"108 12570.162109 +109 29374.232422 +110 29390.191406 +111 25724.615234 +112 11844.963867 +113 25200.572266 +114 18565.498047 +115 18551.660156 +116 25707.263672 +117 29388.988281 +118 18570.546875 +119 25285.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,IRRF,AR,0.990706205368042,"108 99300.726562 +109 99417.882812 +110 99417.882812 +111 99480.476562 +112 99417.882812 +113 99178.187500 +114 99417.882812 +115 99417.882812 +116 99417.882812 +117 99363.820312 +118 99480.476562 +119 99480.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do FPM,SARIMAX,0.6918251514434814,"108 1152103.750 +109 1893777.875 +110 1108200.000 +111 1173722.875 +112 1334799.250 +113 1324316.500 +114 1334805.250 +115 1108200.000 +116 1108200.000 +117 1046354.875 +118 1334799.250 +119 1893777.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,SES,0.7865400314331055,"108 462591.31250 +109 479653.65625 +110 482461.31250 +111 475736.15625 +112 484858.09375 +113 459450.31250 +114 476974.06250 +115 458839.21875 +116 458839.21875 +117 487604.09375 +118 465542.81250 +119 469988.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,MLP,1.4610388278961182,"108 217738.850865 +109 83971.070453 +110 113374.572953 +111 129913.236508 +112 44684.015195 +113 56070.325661 +114 44520.605283 +115 33915.283541 +116 30562.955204 +117 28010.677458 +118 25842.622540 +119 285341.322003 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ITR,SES,1.1014599800109863,"87 475.380859 +88 125.931206 +89 110.791924 +90 107.033417 +91 107.033417 +92 49.040123 +93 99.503059 +94 111.275208 +95 323.893188 +96 80.351280 +97 31.007668 +98 29.762798 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Transferencias LC 61_1989,XGBoost,0.9895479679107666,"108 4249.250000 +109 4296.054688 +110 4643.704102 +111 4572.269043 +112 4251.817871 +113 4796.581543 +114 4445.173340 +115 4445.354980 +116 4529.717285 +117 4087.018066 +118 4643.794922 +119 4750.564941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,IPTU,HWES,1.2690403461456299,"96 9232.611328 +97 7087.601074 +98 80767.875000 +99 5728.216309 +100 7696.103027 +101 7847.019043 +102 9386.516602 +103 9583.691406 +104 10296.587891 +105 11818.723633 +106 11447.241211 +107 7580.110352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ISS,XGBoost,0.718625545501709,"96 10206.944336 +97 31670.535156 +98 31661.513672 +99 8349.100586 +100 48068.816406 +101 14863.085938 +102 12864.699219 +103 12681.958984 +104 17460.847656 +105 17680.562500 +106 27516.464844 +107 30379.724609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ITBI,XGBoost,0.9047186374664307,"96 10928.075195 +97 13502.622070 +98 9207.194336 +99 12508.218750 +100 9531.787109 +101 9535.008789 +102 9571.042969 +103 9533.190430 +104 10951.596680 +105 8395.929688 +106 10100.473633 +107 8416.103516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,IRRF,SARIMAX,1.574216604232788,"96 60548.679688 +97 63109.273438 +98 63289.480469 +99 63276.328125 +100 63276.328125 +101 63276.328125 +102 63276.328125 +103 63276.328125 +104 63276.328125 +105 63276.328125 +106 63276.328125 +107 63277.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do FPM,XGBoost,0.8204803466796875,"96 1433380.875 +97 1433327.500 +98 1433244.125 +99 1433380.875 +100 1433327.500 +101 1433380.875 +102 1433380.875 +103 1433380.875 +104 1433244.125 +105 1433380.875 +106 1433327.500 +107 1433327.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,XGBoost,0.7515349388122559,"96 274730.56250 +97 305493.18750 +98 305493.18750 +99 305493.18750 +100 303171.93750 +101 303171.93750 +102 305493.18750 +103 275616.50000 +104 303171.93750 +105 301170.62500 +106 301446.40625 +107 305493.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,XGBoost,1.3015720844268799,"96 78693.890625 +97 77420.812500 +98 78702.687500 +99 78731.968750 +100 78637.023438 +101 17968.332031 +102 17968.500000 +103 78730.265625 +104 17032.199219 +105 17153.859375 +106 16964.992188 +107 78637.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ITR,AR,1.2243096828460693,"81 12.998084 +82 8.954709 +83 13.194793 +84 16.005270 +85 28.091520 +86 17.085817 +87 7.725351 +88 29.166313 +89 261.312195 +90 1194.954102 +91 13.705035 +92 18.011948 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Transferencias LC 61_1989,XGBoost,0.820040225982666,"48 3284.246094 +49 3161.510010 +50 3083.880127 +51 3130.564697 +52 3173.840088 +53 3182.955566 +54 3092.261230 +55 3173.840088 +56 3092.261230 +57 3101.308838 +58 3182.955566 +59 3158.570557 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,HWES,2.0122323036193848,"108 6.625336e+04 +109 1.108062e+06 +110 8.562893e+04 +111 1.064699e+05 +112 8.495830e+04 +113 1.064699e+05 +114 8.507652e+04 +115 1.532152e+05 +116 1.536212e+05 +117 1.539376e+05 +118 1.540644e+05 +119 1.537372e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ISS,SES,0.8296475410461426,"108 76275.507812 +109 75161.320312 +110 74012.429688 +111 73950.367188 +112 73950.367188 +113 75357.187500 +114 75357.187500 +115 75357.187500 +116 75161.320312 +117 73950.367188 +118 75357.187500 +119 73950.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,AR,0.8086559772491455,"108 22494.947266 +109 28197.439453 +110 29391.673828 +111 23750.753906 +112 22470.287109 +113 33440.828125 +114 33306.777344 +115 6557.862305 +116 14273.132812 +117 20040.880859 +118 12538.310547 +119 12923.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,IRRF,MLP,0.7037005424499512,"108 54307.072679 +109 52704.247939 +110 51067.790458 +111 48352.239593 +112 48013.414015 +113 46528.038152 +114 44820.584706 +115 43447.160660 +116 42474.700036 +117 41320.589733 +118 40045.763923 +119 30776.265274 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7048306465148926,"108 1.387839e+06 +109 1.893769e+06 +110 1.114598e+06 +111 1.204766e+06 +112 1.387841e+06 +113 1.376564e+06 +114 1.387841e+06 +115 1.114598e+06 +116 1.115523e+06 +117 1.043959e+06 +118 1.387841e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,HWES,0.6964304447174072,"108 892084.5625 +109 695968.8125 +110 778117.9375 +111 800380.1250 +112 844412.6250 +113 811388.6250 +114 819845.5625 +115 823848.6250 +116 823848.6250 +117 866195.5000 +118 819868.0000 +119 865884.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,XGBoost,1.2772231101989746,"108 311408.937500 +109 54160.644531 +110 84546.296875 +111 293719.375000 +112 84763.031250 +113 49697.492188 +114 15955.038086 +115 15955.038086 +116 7086.490723 +117 11418.363281 +118 9506.372070 +119 221034.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ITR,XGBoost,1.3145241737365723,"97 174.709747 +98 176.485092 +99 148.353470 +100 120.553726 +101 350.265564 +102 773.530762 +103 959.989868 +104 1071.062744 +105 1258.912354 +106 1258.906372 +107 1080.447998 +108 1080.447998 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Transferencias LC 61_1989,XGBoost,1.0813581943511963,"108 6997.366211 +109 7929.995117 +110 7890.649902 +111 8020.517578 +112 8020.063477 +113 8697.302734 +114 8757.004883 +115 7959.885742 +116 8031.647461 +117 7113.665039 +118 7962.251465 +119 8751.423828 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,IPTU,XGBoost,1.2759156227111816,"98 1132.451538 +99 2533.578369 +100 1741.955078 +101 3461.390625 +102 26606.439453 +103 3839.865234 +104 2820.661865 +105 3017.740234 +106 3009.304688 +107 2419.968262 +108 3077.527344 +109 16848.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ISS,XGBoost,1.2114267349243164,"104 13733.710938 +105 12532.436523 +106 9124.125977 +107 12532.436523 +108 9124.125977 +109 12553.799805 +110 9124.125977 +111 9119.046875 +112 9124.125977 +113 9124.125977 +114 9124.125977 +115 9124.125977 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ITBI,XGBoost,1.0030856132507324,"98 91280.890625 +99 91796.226562 +100 91700.734375 +101 91621.937500 +102 90786.218750 +103 91280.890625 +104 91044.765625 +105 91459.156250 +106 91280.890625 +107 91499.601562 +108 91458.585938 +109 91796.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,IRRF,MLP,0.9530887603759766,"101 22715.959826 +102 23814.778132 +103 22957.430746 +104 25177.785280 +105 25492.876888 +106 -19572.453556 +107 12570.932685 +108 13289.905080 +109 13718.563086 +110 12674.448348 +111 14055.085650 +112 14450.240938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do FPM,MLP,0.720771074295044,"104 955198.960814 +105 952131.423930 +106 939910.308944 +107 942334.827579 +108 939459.395102 +109 943635.853504 +110 952234.838921 +111 936536.756723 +112 945088.015740 +113 950933.711746 +114 949291.175318 +115 926581.047982 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,SES,0.6650388240814209,"104 556476.75000 +105 442770.40625 +106 440092.21875 +107 489899.78125 +108 489900.09375 +109 453039.56250 +110 442482.65625 +111 490484.06250 +112 516525.90625 +113 489899.78125 +114 490177.68750 +115 516344.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,XGBoost,0.6918110847473145,"102 23659.396484 +103 8118.155273 +104 11040.468750 +105 23505.396484 +106 19541.873047 +107 7691.567383 +108 7616.945312 +109 6553.278320 +110 5114.587891 +111 8009.159180 +112 5242.642578 +113 22689.832031 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ITR,XGBoost,1.3927404880523682,"90 4036.651611 +91 4081.624512 +92 835.247925 +93 833.901367 +94 7679.795410 +95 10393.317383 +96 12873.381836 +97 5146.905762 +98 5145.776855 +99 5145.776855 +100 5145.013184 +101 10452.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,IPTU,AR,1.7803940773010254,"95 2817.220459 +96 4988.839844 +97 2490.559570 +98 3992.315430 +99 6876.528320 +100 723.970764 +101 464.745911 +102 521.650208 +103 -153.404724 +104 521.650208 +105 1305.012451 +106 185.609329 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ISS,SES,0.8803591728210449,"108 10203.929688 +109 10664.753906 +110 12809.880859 +111 15249.725586 +112 12808.704102 +113 12813.684570 +114 12577.435547 +115 12809.127930 +116 12809.127930 +117 12871.280273 +118 12922.706055 +119 13827.087891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ITBI,Prophet,1.1607158184051514,"106 18267.566406 +107 17207.242188 +108 17444.134766 +109 17716.892578 +110 17600.769531 +111 17400.546875 +112 16290.846680 +113 10845.095703 +114 13578.483398 +115 18252.421875 +116 18177.984375 +117 10845.095703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,IRRF,Prophet,0.8069732189178467,"108 52616.054688 +109 52866.023438 +110 52616.453125 +111 52866.023438 +112 52866.023438 +113 52866.023438 +114 52866.023438 +115 52866.023438 +116 52866.023438 +117 52866.023438 +118 52866.023438 +119 76205.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do FPM,SARIMAX,0.8205711841583252,"108 1652037.625 +109 1893768.625 +110 1399221.375 +111 1424621.500 +112 1652037.625 +113 1652248.250 +114 1893768.625 +115 1399221.375 +116 1399221.375 +117 1212065.625 +118 1652037.625 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,HWES,1.5535705089569092,"108 433147.15625 +109 353609.90625 +110 353535.21875 +111 440000.21875 +112 399032.81250 +113 433147.15625 +114 440000.21875 +115 437147.87500 +116 437147.87500 +117 399032.81250 +118 433151.09375 +119 399032.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,XGBoost,0.8829874992370605,"107 58040.417969 +108 22860.511719 +109 22860.511719 +110 30384.078125 +111 24661.273438 +112 10516.493164 +113 10789.699219 +114 10320.524414 +115 17242.871094 +116 10695.722656 +117 8581.248047 +118 56082.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ITR,AR,0.8498735427856445,"70 33.613304 +71 45.535538 +72 171.193298 +73 44.141895 +74 5.348545 +75 19.414839 +76 73.803032 +77 71.198647 +78 44.147007 +79 159.809204 +80 28.738443 +81 8.937349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Transferencias LC 61_1989,HWES,0.8609421253204346,"48 3723.930176 +49 3456.927246 +50 5284.939453 +51 5277.538086 +52 5276.839844 +53 5277.538086 +54 5277.362305 +55 5284.900391 +56 5277.538086 +57 5277.362305 +58 5284.939453 +59 5277.362305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,HWES,1.973534345626831,"108 29427.316406 +109 148775.062500 +110 223421.156250 +111 145500.171875 +112 151568.718750 +113 145500.171875 +114 423379.281250 +115 150534.937500 +116 148548.343750 +117 150367.093750 +118 148434.593750 +119 149404.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ISS,SARIMAX,0.7814316749572754,"108 126004.265625 +109 126004.562500 +110 126039.429688 +111 125911.914062 +112 125767.812500 +113 126004.562500 +114 126004.562500 +115 126004.562500 +116 126004.562500 +117 126004.265625 +118 126004.562500 +119 126004.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,XGBoost,1.1954264640808105,"108 31939.267578 +109 24050.324219 +110 23859.220703 +111 21421.316406 +112 20206.142578 +113 23428.958984 +114 24631.076172 +115 23900.910156 +116 22181.246094 +117 23504.880859 +118 24649.582031 +119 20229.732422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,IRRF,XGBoost,1.2812206745147705,"108 177378.875000 +109 132315.359375 +110 132311.531250 +111 177378.875000 +112 177382.281250 +113 177379.046875 +114 177382.281250 +115 177382.281250 +116 177378.875000 +117 177379.046875 +118 177378.875000 +119 177382.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do FPM,SARIMAX,1.119696855545044,"108 1343054.000 +109 1893768.625 +110 1168103.750 +111 1200422.750 +112 1343054.000 +113 1342300.750 +114 1343054.000 +115 1168103.750 +116 1168103.750 +117 1092214.125 +118 1343054.000 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,HWES,0.7322051525115967,"108 781054.1250 +109 700095.1250 +110 712120.0000 +111 776320.0625 +112 788040.8125 +113 797037.2500 +114 776292.1875 +115 782571.1875 +116 782571.1875 +117 789711.1250 +118 785793.1875 +119 789711.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,MLP,1.7512586116790771,"108 314361.323510 +109 113935.586958 +110 120096.633218 +111 240192.458363 +112 188246.978266 +113 62440.668163 +114 53588.550777 +115 61985.907695 +116 39121.727814 +117 43340.841310 +118 38554.906888 +119 454518.998771 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ITR,SARIMAX,1.0144648551940918,"105 299.507111 +106 299.656097 +107 299.676819 +108 300.725342 +109 286.369263 +110 310.471222 +111 301.904968 +112 1387.708252 +113 5215.761230 +114 4522.009277 +115 853.393921 +116 846.863892 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Transferencias LC 61_1989,AR,0.9590151309967041,"106 5021.676270 +107 6493.361816 +108 5798.777832 +109 7009.156738 +110 5911.851074 +111 7021.590332 +112 8160.311523 +113 6887.334961 +114 6089.234375 +115 6177.339844 +116 6705.237305 +117 6759.646973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,IPTU,MLP,2.433178663253784,"108 5923.007258 +109 4107.916857 +110 106811.508810 +111 258686.682959 +112 16611.466473 +113 15983.984704 +114 13225.267254 +115 9004.898524 +116 9213.783895 +117 17177.190034 +118 12738.640339 +119 13384.736482 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ISS,Prophet,1.7401320934295654,"108 26952.117188 +109 48356.531250 +110 48356.531250 +111 27661.216797 +112 48350.933594 +113 30904.300781 +114 48356.531250 +115 48356.531250 +116 48356.531250 +117 48356.531250 +118 48356.531250 +119 48356.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ITBI,SARIMAX,1.2163655757904053,"108 16800.746094 +109 28844.630859 +110 20090.265625 +111 16726.087891 +112 16147.974609 +113 16097.068359 +114 25553.248047 +115 21747.691406 +116 17457.271484 +117 16096.468750 +118 16398.812500 +119 24947.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,IRRF,SARIMAX,1.0415172576904297,"103 78683.328125 +104 125714.937500 +105 125714.937500 +106 125714.937500 +107 125714.890625 +108 125047.210938 +109 125714.937500 +110 125714.937500 +111 125714.937500 +112 125047.210938 +113 125714.937500 +114 126146.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do FPM,HWES,1.2064831256866455,"108 1353035.125 +109 1893768.500 +110 1100768.500 +111 1200904.125 +112 1353035.125 +113 1350052.750 +114 1353035.125 +115 1100768.500 +116 1100819.500 +117 1088872.500 +118 1353035.125 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,HWES,0.7732639312744141,"108 633008.3125 +109 580721.1250 +110 582094.8125 +111 635996.5625 +112 636043.5625 +113 624938.8125 +114 622312.3125 +115 636030.9375 +116 635996.5625 +117 573744.0000 +118 614865.8125 +119 573744.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,MLP,1.4513177871704102,"108 237672.467407 +109 72923.015227 +110 102073.390886 +111 131354.254409 +112 108847.660930 +113 42524.017950 +114 43467.052261 +115 26805.800730 +116 29273.862530 +117 25228.288605 +118 28270.133674 +119 181221.298265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do ITR,XGBoost,0.7471606731414795,"35 72.401947 +36 107.255180 +37 119.796417 +38 91.842110 +39 91.842110 +40 49.898533 +41 82.711502 +42 106.588585 +43 805.569519 +44 210.065369 +45 159.593704 +46 73.728943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Transferencias LC 61_1989,MLP,1.6168761253356934,"72 3331.858265 +73 3588.815080 +74 3483.074900 +75 3342.948055 +76 3319.127959 +77 3173.806044 +78 3053.825373 +79 3066.992293 +80 2959.873522 +81 2435.614732 +82 2683.790682 +83 2423.593542 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,IPTU,SARIMAX,2.1236932277679443,"101 68165.476562 +102 37315.562500 +103 400599.750000 +104 396935.343750 +105 396935.343750 +106 117440.328125 +107 117440.328125 +108 117427.242188 +109 54603.222656 +110 44956.820312 +111 44471.929688 +112 44472.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ISS,SES,0.9915423393249512,"108 146900.281250 +109 124445.515625 +110 112343.289062 +111 112271.367188 +112 111984.093750 +113 111428.406250 +114 103098.843750 +115 119609.187500 +116 169982.671875 +117 101376.078125 +118 102887.507812 +119 94472.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ITBI,MLP,0.8166275024414062,"108 133965.058034 +109 128488.260146 +110 131546.502465 +111 137433.694222 +112 138651.900388 +113 142016.754888 +114 145155.594417 +115 151038.427080 +116 146326.597875 +117 133883.441042 +118 134931.031139 +119 140778.175503 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,IRRF,SARIMAX,2.2840356826782227,"108 376096.68750 +109 359501.78125 +110 355969.96875 +111 356388.68750 +112 356525.31250 +113 356525.31250 +114 356525.31250 +115 356525.31250 +116 356525.31250 +117 356525.31250 +118 356525.31250 +119 356708.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do FPM,SARIMAX,0.6655902862548828,"108 1744961.125 +109 2525024.500 +110 1439402.375 +111 1602181.625 +112 1744961.125 +113 1758168.000 +114 1912865.375 +115 1439402.375 +116 1439402.375 +117 1314136.750 +118 1744961.125 +119 2525024.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,HWES,0.6464579105377197,"108 1575062.000 +109 1404890.250 +110 1416373.500 +111 1502654.375 +112 1663401.875 +113 1533487.875 +114 1526371.000 +115 1682437.250 +116 1682357.625 +117 1697243.875 +118 1562704.250 +119 1697243.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,MLP,1.510030746459961,"108 356498.325997 +109 138065.117688 +110 147042.371099 +111 240217.305381 +112 197602.447163 +113 122254.764585 +114 88647.079384 +115 68259.407683 +116 56100.210881 +117 66576.707601 +118 51726.388434 +119 335337.313513 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ITR,SARIMAX,1.8638408184051514,"106 140857.140625 +107 139236.328125 +108 140315.859375 +109 140315.859375 +110 138632.171875 +111 140312.046875 +112 139184.406250 +113 140312.046875 +114 563373.312500 +115 658611.437500 +116 137335.234375 +117 152673.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Transferencias LC 61_1989,XGBoost,0.7771506309509277,"108 13879.798828 +109 14840.484375 +110 14615.452148 +111 15316.984375 +112 14499.505859 +113 15111.000000 +114 16429.496094 +115 14779.998047 +116 11694.933594 +117 12820.585938 +118 14284.569336 +119 15702.401367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,IPTU,HWES,1.7497663497924805,"106 34775.914062 +107 55125.761719 +108 52826.781250 +109 50984.296875 +110 98344.757812 +111 239727.859375 +112 54490.820312 +113 33549.371094 +114 55125.792969 +115 48844.496094 +116 41513.406250 +117 54490.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ISS,SARIMAX,0.9050922393798828,"108 96503.078125 +109 97591.109375 +110 96503.078125 +111 96503.078125 +112 99280.453125 +113 96503.078125 +114 96503.078125 +115 96503.078125 +116 96503.078125 +117 96503.078125 +118 96503.078125 +119 96503.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ITBI,MLP,1.6943020820617676,"108 91373.780167 +109 109923.672219 +110 139567.321165 +111 152059.808029 +112 137714.884458 +113 192699.409192 +114 143257.144390 +115 119637.922876 +116 526783.629878 +117 115168.310438 +118 115219.896833 +119 196205.926220 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,IRRF,HWES,0.7515227794647217,"108 113157.289062 +109 113157.289062 +110 215849.203125 +111 113111.132812 +112 110935.546875 +113 113157.289062 +114 113111.132812 +115 113157.289062 +116 113157.289062 +117 215849.203125 +118 113157.289062 +119 215849.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do FPM,SARIMAX,0.9571380615234375,"108 1657762.875 +109 1792918.125 +110 1351794.750 +111 1556298.250 +112 1556912.375 +113 1556298.250 +114 1556912.375 +115 1351794.750 +116 1351794.750 +117 1316554.250 +118 1556912.375 +119 1792918.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,HWES,0.5924127101898193,"108 1303872.250 +109 1167035.750 +110 1195923.000 +111 1290511.625 +112 1258939.625 +113 1248886.375 +114 1295100.125 +115 1290511.625 +116 1290511.625 +117 1290511.625 +118 1258939.625 +119 1247392.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,MLP,2.338402032852173,"108 340935.324632 +109 102190.674067 +110 134831.022546 +111 217938.750185 +112 160966.949480 +113 80119.104591 +114 60966.274479 +115 53004.042403 +116 49958.372574 +117 42157.173905 +118 38331.094489 +119 250253.663760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do ITR,XGBoost,1.3637206554412842,"94 2327.418701 +95 11276.778320 +96 4246.113770 +97 4886.013672 +98 1105.076660 +99 1106.792480 +100 1105.767090 +101 4246.113770 +102 94290.226562 +103 68670.734375 +104 25335.685547 +105 16467.419922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Transferencias LC 61_1989,AR,0.7028384208679199,"36 10896.085938 +37 10939.920898 +38 11582.721680 +39 13039.125977 +40 11583.110352 +41 11960.716797 +42 11960.620117 +43 11582.721680 +44 13227.832031 +45 9636.456055 +46 11960.709961 +47 11084.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,SARIMAX,1.1246306896209717,"92 8297.779297 +93 19418.349609 +94 27491.812500 +95 27612.023438 +96 4057.731689 +97 2585.366455 +98 27743.658203 +99 27860.611328 +100 4628.351562 +101 4660.390625 +102 4772.592285 +103 4057.731689 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,AR,0.9457013607025146,"108 57654.910156 +109 54711.949219 +110 55745.613281 +111 56953.312500 +112 55821.613281 +113 57011.300781 +114 57018.992188 +115 55831.144531 +116 57104.546875 +117 57195.644531 +118 57135.304688 +119 55704.199219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,MLP,0.9472911357879639,"98 34243.356917 +99 33300.917142 +100 36942.710515 +101 38134.482246 +102 38445.535306 +103 35938.003987 +104 38529.100796 +105 35162.418013 +106 21604.620780 +107 31242.484395 +108 32189.345799 +109 23854.823597 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,IRRF,XGBoost,1.4101402759552002,"108 175636.62500 +109 176764.31250 +110 200747.96875 +111 175748.06250 +112 175748.06250 +113 175748.06250 +114 175748.06250 +115 175748.06250 +116 175748.06250 +117 175748.06250 +118 200747.96875 +119 200747.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do FPM,SARIMAX,0.8918960094451904,"108 1.348916e+06 +109 1.893790e+06 +110 1.035852e+06 +111 1.124371e+06 +112 1.348938e+06 +113 1.342141e+06 +114 1.348938e+06 +115 1.035852e+06 +116 1.035853e+06 +117 1.007458e+06 +118 1.348938e+06 +119 1.893790e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,HWES,1.0638153553009033,"108 1576387.125 +109 1471742.750 +110 1537269.750 +111 1582804.250 +112 1521103.250 +113 1575990.250 +114 1582801.875 +115 1408598.500 +116 1582804.250 +117 1521103.250 +118 1576387.125 +119 1521103.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,XGBoost,1.6321487426757812,"104 68397.398438 +105 53350.183594 +106 77207.226562 +107 76836.054688 +108 81194.304688 +109 41302.109375 +110 10201.670898 +111 10203.133789 +112 10957.098633 +113 10272.189453 +114 10271.703125 +115 80507.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ITR,HWES,1.5109119415283203,"35 84299.437500 +36 18958.505859 +37 19291.375000 +38 18773.476562 +39 18773.476562 +40 19987.023438 +41 19361.542969 +42 19243.251953 +43 109167.578125 +44 110933.664062 +45 127752.640625 +46 106259.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Transferencias LC 61_1989,XGBoost,0.9499807357788086,"96 11349.746094 +97 12921.878906 +98 12061.916992 +99 13503.474609 +100 15419.642578 +101 12206.266602 +102 13385.827148 +103 13271.729492 +104 15422.110352 +105 11349.748047 +106 12061.916992 +107 11632.268555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,IPTU,SES,1.340881586074829,"85 857.317078 +86 10996.903320 +87 8482.986328 +88 13761.260742 +89 5087.029297 +90 2682.702881 +91 10501.811523 +92 -134.549240 +93 10501.811523 +94 -336.325104 +95 178.609985 +96 -50.869694 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ISS,MLP,1.4438047409057617,"100 35136.462514 +101 27672.517847 +102 38029.180612 +103 29132.290009 +104 27764.789102 +105 32913.938818 +106 25487.464942 +107 25186.789482 +108 22748.534526 +109 28401.358780 +110 15137.812588 +111 17450.897245 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ITBI,AR,0.9235692024230957,"86 23616.236328 +87 24505.199219 +88 24645.789062 +89 20126.000000 +90 22519.296875 +91 24950.703125 +92 25720.894531 +93 26019.818359 +94 161626.093750 +95 50958.652344 +96 51198.195312 +97 51198.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,IRRF,Prophet,1.2901744842529297,"100 71527.039062 +101 71527.039062 +102 56329.132812 +103 86809.039062 +104 49921.093750 +105 56363.750000 +106 71527.039062 +107 49921.109375 +108 86809.039062 +109 77770.070312 +110 77770.070312 +111 86809.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do FPM,SARIMAX,0.763599157333374,"100 1276447.125 +101 1893769.125 +102 1007418.500 +103 1163669.875 +104 1064809.625 +105 1268104.125 +106 1064809.625 +107 1007418.500 +108 1007425.000 +109 947382.000 +110 1064809.625 +111 1893769.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,SES,1.3056004047393799,"100 362416.00000 +101 339916.31250 +102 365756.50000 +103 459003.15625 +104 455185.09375 +105 371963.37500 +106 380323.62500 +107 459003.15625 +108 459003.15625 +109 455185.09375 +110 371447.31250 +111 455185.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,SARIMAX,0.983349084854126,"96 104681.492188 +97 20219.705078 +98 26551.400391 +99 90983.859375 +100 46620.894531 +101 21373.933594 +102 49166.828125 +103 18889.433594 +104 26894.962891 +105 26894.962891 +106 16657.572266 +107 104747.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do ITR,SES,1.3427398204803467,"87 685.895508 +88 3111.370605 +89 8521.181641 +90 8907.977539 +91 13113.209961 +92 13108.483398 +93 13119.455078 +94 13107.184570 +95 13104.074219 +96 13104.074219 +97 13106.803711 +98 13106.803711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Transferencias LC 61_1989,XGBoost,1.4057831764221191,"100 3773.586914 +101 3692.854248 +102 3888.760742 +103 4678.520996 +104 3452.486328 +105 4171.593750 +106 4210.930176 +107 4010.592773 +108 4139.811035 +109 9462.872070 +110 4105.714355 +111 4245.503418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,IPTU,MLP,1.9645657539367676,"98 95640.462868 +99 93773.207460 +100 106082.459593 +101 177332.140101 +102 730244.373684 +103 156101.778817 +104 147085.255595 +105 111592.163526 +106 123220.683413 +107 155868.627926 +108 157044.627854 +109 193268.887929 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ISS,SARIMAX,0.8413925170898438,"108 153823.62500 +109 153800.46875 +110 153800.46875 +111 137709.18750 +112 137709.18750 +113 137703.93750 +114 153800.46875 +115 135109.71875 +116 137709.18750 +117 137709.18750 +118 137709.18750 +119 153754.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ITBI,XGBoost,1.6798226833343506,"108 22707.466797 +109 31373.751953 +110 32671.548828 +111 37863.605469 +112 34423.781250 +113 36509.132812 +114 33002.730469 +115 32982.980469 +116 34924.597656 +117 27928.474609 +118 21854.857422 +119 31089.900391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,IRRF,XGBoost,1.3374042510986328,"108 123440.945312 +109 153497.531250 +110 154075.531250 +111 154075.531250 +112 154382.781250 +113 306430.656250 +114 236544.156250 +115 154075.531250 +116 236544.156250 +117 306430.656250 +118 306430.656250 +119 306430.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do FPM,SARIMAX,0.6494688987731934,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,HWES,1.0690302848815918,"108 1216348.500 +109 1082353.625 +110 1081455.375 +111 1318347.250 +112 1384645.750 +113 1224579.500 +114 1318347.250 +115 1379816.375 +116 1379816.375 +117 1320489.750 +118 1233185.500 +119 1320489.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,MLP,1.8461761474609375,"108 893422.893354 +109 253994.388498 +110 296351.476990 +111 548254.006507 +112 352781.463529 +113 243011.783983 +114 250217.768659 +115 186913.610659 +116 223725.397972 +117 305384.577711 +118 120807.647751 +119 792391.953996 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do ITR,SARIMAX,1.2991116046905518,"100 131.757111 +101 139.208420 +102 83.256920 +103 90.068970 +104 196.950897 +105 154.142349 +106 90.068970 +107 93.375725 +108 9459.925781 +109 7039.654297 +110 4147.880371 +111 121.055817 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Transferencias LC 61_1989,XGBoost,0.937265157699585,"108 12857.778320 +109 10395.796875 +110 11164.090820 +111 11530.705078 +112 11386.103516 +113 11851.691406 +114 10878.678711 +115 11323.851562 +116 11671.348633 +117 11524.487305 +118 11254.150391 +119 11449.052734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,XGBoost,0.6497313976287842,"83 1902.206421 +84 14883.029297 +85 6208.474609 +86 1358.246948 +87 880.650513 +88 529.900024 +89 643.762207 +90 529.900024 +91 567.109985 +92 625.662964 +93 491.332092 +94 463.376648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ISS,HWES,1.089590072631836,"108 15445.879883 +109 16750.707031 +110 16131.145508 +111 15825.159180 +112 15544.005859 +113 15807.702148 +114 13504.184570 +115 13762.853516 +116 13094.791992 +117 13462.344727 +118 13378.740234 +119 13380.388672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,SARIMAX,1.127281665802002,"87 13059.253906 +88 13059.253906 +89 13059.253906 +90 12911.978516 +91 13080.387695 +92 13059.253906 +93 12342.688477 +94 12942.467773 +95 13059.804688 +96 13059.804688 +97 13059.253906 +98 12419.413086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,IRRF,XGBoost,1.1762316226959229,"108 46375.949219 +109 44118.699219 +110 44118.699219 +111 44118.699219 +112 44118.699219 +113 44118.699219 +114 29770.318359 +115 29770.318359 +116 58730.730469 +117 29770.318359 +118 44118.699219 +119 58730.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do FPM,SARIMAX,0.7632110118865967,"108 1.502307e+06 +109 1.627737e+06 +110 9.673896e+05 +111 1.283016e+06 +112 1.361791e+06 +113 1.362168e+06 +114 1.012741e+06 +115 9.673896e+05 +116 1.627737e+06 +117 9.670931e+05 +118 1.361791e+06 +119 1.627737e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,HWES,0.7332956790924072,"108 655951.3125 +109 647720.6875 +110 656484.1250 +111 662245.2500 +112 676919.3750 +113 661675.0000 +114 662222.7500 +115 662245.2500 +116 662245.2500 +117 674741.4375 +118 659132.5625 +119 674741.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,XGBoost,0.7762458324432373,"101 38148.523438 +102 15093.316406 +103 14354.083984 +104 13083.759766 +105 14455.227539 +106 11963.539062 +107 11569.291992 +108 6292.912598 +109 7632.951660 +110 9007.985352 +111 9345.856445 +112 38266.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ITR,SES,1.2047977447509766,"62 821.982056 +63 928.234192 +64 819.097473 +65 878.458801 +66 928.234192 +67 -221.883133 +68 -221.703995 +69 821.982056 +70 -178.186676 +71 825.971558 +72 878.458801 +73 928.234192 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Transferencias LC 61_1989,AR,0.8874478340148926,"108 4193.487305 +109 3678.128174 +110 4055.628174 +111 5172.578613 +112 4395.720215 +113 4837.097656 +114 4911.314453 +115 4329.118652 +116 4453.190918 +117 4477.736328 +118 4561.665039 +119 4878.525391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,IPTU,SARIMAX,1.578303575515747,"107 567189.250000 +108 809895.437500 +109 60957.226562 +110 120447.695312 +111 131975.937500 +112 131072.078125 +113 132194.031250 +114 131975.937500 +115 120447.695312 +116 75382.640625 +117 120440.710938 +118 50722.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ISS,SARIMAX,1.6977169513702393,"108 762534.6875 +109 776532.3125 +110 766810.3125 +111 761983.6875 +112 761809.6875 +113 787296.9375 +114 761809.6875 +115 791440.6875 +116 791440.6875 +117 787296.9375 +118 787296.9375 +119 787296.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ITBI,SARIMAX,0.674729585647583,"108 161771.250000 +109 183146.468750 +110 169490.171875 +111 161306.578125 +112 179296.468750 +113 131051.320312 +114 179297.250000 +115 152962.359375 +116 137561.953125 +117 178700.093750 +118 180954.406250 +119 182175.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,IRRF,Prophet,0.8196744918823242,"108 343964.03125 +109 623592.43750 +110 623592.43750 +111 347968.06250 +112 623592.43750 +113 623592.43750 +114 623592.43750 +115 349435.62500 +116 623592.43750 +117 623592.43750 +118 623592.43750 +119 623592.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do FPM,SARIMAX,0.7535989284515381,"108 2695973.00 +109 4418793.50 +110 2487360.50 +111 2695973.00 +112 3203198.75 +113 3148778.00 +114 3613533.25 +115 2487360.50 +116 2487360.50 +117 2360137.75 +118 3203198.75 +119 4418793.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,XGBoost,0.7840135097503662,"108 2247123.0 +109 2005014.5 +110 2052664.0 +111 2307655.5 +112 2379964.5 +113 2270300.5 +114 2315482.5 +115 2307665.5 +116 2307665.5 +117 2365186.5 +118 2269895.0 +119 2365186.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,HWES,1.6800906658172607,"108 1.168900e+06 +109 4.197293e+05 +110 8.274675e+05 +111 8.156448e+05 +112 8.156196e+05 +113 2.651533e+05 +114 2.718681e+05 +115 1.180758e+05 +116 1.064694e+05 +117 9.328727e+04 +118 6.048792e+04 +119 4.761383e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do ITR,SARIMAX,1.239424228668213,"107 3658.895264 +108 9183.528320 +109 1137.487183 +110 1697.364624 +111 1069.431152 +112 3788.545898 +113 845.331787 +114 1649.728516 +115 47187.562500 +116 11361.046875 +117 3891.832520 +118 2634.204834 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,IPTU,XGBoost,1.6062531471252441,"105 64900.355469 +106 79351.445312 +107 65048.203125 +108 79181.593750 +109 81845.828125 +110 78092.929688 +111 114810.906250 +112 803459.812500 +113 803341.500000 +114 64887.902344 +115 64887.902344 +116 64887.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ISS,HWES,1.0125095844268799,"108 141243.796875 +109 141062.015625 +110 369087.281250 +111 141062.015625 +112 369087.281250 +113 141243.796875 +114 369087.281250 +115 369576.031250 +116 191111.953125 +117 369087.281250 +118 141062.015625 +119 369087.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ITBI,SARIMAX,1.1957991123199463,"107 46439.953125 +108 44761.105469 +109 54228.140625 +110 52114.347656 +111 52114.347656 +112 55882.425781 +113 54228.140625 +114 39361.730469 +115 52114.945312 +116 46438.554688 +117 46439.953125 +118 54228.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,IRRF,Prophet,0.8015849590301514,"108 308213.28125 +109 190238.15625 +110 190238.15625 +111 308213.28125 +112 308213.28125 +113 181005.06250 +114 308213.28125 +115 308213.28125 +116 308213.28125 +117 308213.28125 +118 308213.28125 +119 308213.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do FPM,SARIMAX,0.7471842765808105,"108 1934251.000 +109 2524978.750 +110 1342644.875 +111 1705788.250 +112 2094822.500 +113 1764307.375 +114 2028839.500 +115 1339327.375 +116 1340810.625 +117 1268639.375 +118 2094822.500 +119 2524978.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,HWES,0.6597743034362793,"108 690270.0000 +109 550999.6875 +110 607178.3750 +111 667049.1250 +112 769436.8750 +113 669921.3125 +114 648578.4375 +115 750110.2500 +116 680154.0000 +117 705078.2500 +118 670070.2500 +119 705078.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,MLP,1.6181509494781494,"108 822116.750806 +109 314841.511791 +110 408652.833618 +111 712926.494448 +112 538931.063357 +113 204210.578898 +114 200864.350951 +115 166620.316565 +116 136977.786725 +117 119526.513378 +118 100107.688755 +119 671435.958367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ITR,AR,1.455836534500122,"101 130.764526 +102 55.303028 +103 68.727394 +104 63.981709 +105 323.610260 +106 67.007080 +107 165.013306 +108 700.706787 +109 284.694031 +110 299.541382 +111 248.927979 +112 63.981709 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Transferencias LC 61_1989,XGBoost,1.1691081523895264,"108 6383.905273 +109 5431.188477 +110 5422.853027 +111 6222.692871 +112 5886.605957 +113 7067.373047 +114 7096.944336 +115 4418.186523 +116 7184.216309 +117 5373.546875 +118 5422.853027 +119 6803.667969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,IPTU,HWES,1.3799703121185303,"100 867.550354 +101 884.730286 +102 7033.418457 +103 8029.433594 +104 8695.448242 +105 9544.355469 +106 9544.355469 +107 7417.853027 +108 7224.546875 +109 997.909607 +110 5010.575684 +111 63.607231 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ISS,XGBoost,1.4691369533538818,"108 45634.898438 +109 44297.769531 +110 45620.820312 +111 54235.750000 +112 45589.960938 +113 45624.808594 +114 45621.195312 +115 45608.957031 +116 45641.996094 +117 45621.195312 +118 45608.957031 +119 54235.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ITBI,MLP,1.259995460510254,"84 1976.846926 +85 2900.280233 +86 2398.216014 +87 1682.349122 +88 2443.284086 +89 2301.560169 +90 2210.321652 +91 2273.033518 +92 2098.641261 +93 1769.119774 +94 1567.797576 +95 1029.410341 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,IRRF,XGBoost,0.8374271392822266,"108 76042.976562 +109 62992.570312 +110 59550.335938 +111 59559.769531 +112 59559.769531 +113 59550.335938 +114 72173.992188 +115 72173.992188 +116 59550.335938 +117 59559.769531 +118 59559.769531 +119 59559.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do FPM,SARIMAX,0.8669545650482178,"108 1337379.375 +109 1893768.625 +110 1113339.625 +111 1199738.125 +112 1337379.375 +113 1324850.375 +114 1337379.375 +115 1113339.625 +116 1140925.500 +117 1113339.625 +118 1337379.375 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,MLP,1.4332740306854248,"108 255547.288874 +109 261675.937999 +110 262060.434505 +111 255836.904237 +112 248340.367486 +113 253712.914762 +114 250641.121580 +115 247776.169872 +116 243543.955419 +117 233915.023035 +118 239861.568049 +119 225169.581393 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,AR,1.7552545070648193,"107 82972.664062 +108 82825.156250 +109 89416.937500 +110 89510.562500 +111 63185.582031 +112 89615.593750 +113 89548.335938 +114 89794.375000 +115 89551.843750 +116 89524.421875 +117 90042.328125 +118 82825.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ITR,AR,1.138441801071167,"94 145.760895 +95 146.676895 +96 149.107712 +97 743.380066 +98 148.750748 +99 148.966187 +100 143.823013 +101 145.806152 +102 745.202820 +103 123.504715 +104 50.411549 +105 47.461006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Transferencias LC 61_1989,AR,0.7348775863647461,"36 3036.558105 +37 3087.495361 +38 3025.307129 +39 3081.990234 +40 3025.307129 +41 3081.991699 +42 3081.991699 +43 3025.338623 +44 3025.338623 +45 2454.423096 +46 3025.307129 +47 3444.918701 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,IPTU,HWES,0.8746726512908936,"108 2564.972656 +109 7981.796387 +110 24716.218750 +111 18063.890625 +112 18174.234375 +113 5311.380371 +114 9781.993164 +115 9781.993164 +116 4759.180664 +117 10037.111328 +118 4668.765137 +119 4833.272461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ISS,MLP,1.148552417755127,"108 8604.440040 +109 6771.705234 +110 4634.650780 +111 6280.109457 +112 -11913.931426 +113 81.904844 +114 -549.326616 +115 -1686.100971 +116 -1343.217202 +117 -2000.194001 +118 -2613.979418 +119 12064.380369 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ITBI,XGBoost,0.8340413570404053,"107 10013.709961 +108 11814.200195 +109 8815.292969 +110 4393.298340 +111 9930.735352 +112 12366.675781 +113 9727.217773 +114 13291.886719 +115 8029.318359 +116 6261.192383 +117 4310.686523 +118 10676.568359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,IRRF,SARIMAX,1.0348842144012451,"108 65171.507812 +109 38090.703125 +110 38090.703125 +111 38090.691406 +112 35662.917969 +113 35662.910156 +114 35662.910156 +115 35662.906250 +116 35662.910156 +117 35662.917969 +118 35662.917969 +119 36082.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do FPM,SARIMAX,0.761685848236084,"108 9.387146e+05 +109 1.287590e+06 +110 9.122766e+05 +111 1.002365e+06 +112 1.287590e+06 +113 1.191845e+06 +114 1.257977e+06 +115 9.387146e+05 +116 9.666826e+05 +117 9.326679e+05 +118 1.486708e+06 +119 1.486708e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,HWES,0.8015117645263672,"108 436295.37500 +109 437542.90625 +110 435398.96875 +111 490161.03125 +112 610626.68750 +113 496837.53125 +114 490843.12500 +115 482919.00000 +116 482919.00000 +117 549911.93750 +118 488516.03125 +119 549911.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,SARIMAX,1.1010420322418213,"103 72890.718750 +104 45177.437500 +105 42838.378906 +106 71394.812500 +107 35878.171875 +108 45143.835938 +109 15407.418945 +110 7458.877930 +111 11485.475586 +112 6701.859863 +113 6681.191895 +114 42308.332031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do ITR,XGBoost,1.3527565002441406,"103 527.631531 +104 566.011353 +105 524.176025 +106 163.545547 +107 162.113480 +108 1435.484619 +109 253.651901 +110 1591.185669 +111 1421.781128 +112 143.190720 +113 753.462036 +114 1140.755615 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,IPTU,SARIMAX,0.6909170150756836,"77 5088.800781 +78 5106.235352 +79 146645.968750 +80 219494.515625 +81 142960.406250 +82 142860.546875 +83 142874.171875 +84 142732.578125 +85 142732.578125 +86 142923.203125 +87 142983.187500 +88 142923.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ISS,XGBoost,0.8363640308380127,"96 46787.578125 +97 46798.964844 +98 46962.257812 +99 46798.964844 +100 46798.996094 +101 46798.996094 +102 46798.964844 +103 40408.511719 +104 46798.996094 +105 46798.996094 +106 46798.996094 +107 46798.996094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ITBI,AR,0.8500871658325195,"81 31749.011719 +82 17522.162109 +83 17628.757812 +84 13393.854492 +85 13750.196289 +86 13624.475586 +87 13634.839844 +88 13393.854492 +89 13542.868164 +90 13591.516602 +91 13395.102539 +92 13022.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,IRRF,AR,1.2391202449798584,"96 101957.062500 +97 103136.054688 +98 105598.460938 +99 105498.546875 +100 105598.460938 +101 105498.546875 +102 105598.460938 +103 105598.460938 +104 105598.460938 +105 105598.460938 +106 105598.460938 +107 105598.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do FPM,XGBoost,0.8337235450744629,"96 1800464.125 +97 1811506.375 +98 1385241.500 +99 1800464.125 +100 1800681.125 +101 1800464.125 +102 1811506.375 +103 1800464.125 +104 1463761.125 +105 1274601.125 +106 1811506.375 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,SES,0.6834568977355957,"96 410468.96875 +97 444739.03125 +98 519695.21875 +99 431961.28125 +100 519782.21875 +101 443594.18750 +102 431961.28125 +103 443007.84375 +104 447963.93750 +105 449649.84375 +106 431961.28125 +107 519695.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,SARIMAX,1.400139570236206,"96 294215.250000 +97 77371.515625 +98 64984.800781 +99 89305.187500 +100 89318.906250 +101 69674.093750 +102 64914.183594 +103 48216.320312 +104 77060.484375 +105 47324.687500 +106 47324.687500 +107 294215.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ITR,HWES,1.0857367515563965,"74 226.980667 +75 261.967438 +76 2272.174561 +77 2416.694580 +78 587.802979 +79 1439.354736 +80 2109.400635 +81 3343.302490 +82 748.120667 +83 619.351501 +84 261.847351 +85 194.251419 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Transferencias LC 61_1989,AR,1.056239128112793,"96 4723.719238 +97 3670.078613 +98 4851.333984 +99 4441.783203 +100 4352.126953 +101 3988.462646 +102 3986.540771 +103 4808.067383 +104 4438.720215 +105 3988.462646 +106 4512.797852 +107 3827.220215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,IPTU,HWES,1.1672255992889404,"108 -64.573402 +109 2273.556885 +110 26598.535156 +111 48818.871094 +112 27088.289062 +113 10387.076172 +114 6158.643555 +115 1784.956421 +116 -420.820953 +117 11416.401367 +118 818.815735 +119 453.055023 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ISS,XGBoost,1.3532507419586182,"108 51554.812500 +109 51554.812500 +110 51554.812500 +111 51554.812500 +112 51554.812500 +113 51554.812500 +114 51894.679688 +115 51554.812500 +116 51554.812500 +117 51554.812500 +118 51554.812500 +119 51554.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ITBI,MLP,1.0640652179718018,"108 34792.942253 +109 43568.889233 +110 44444.114228 +111 45304.674724 +112 37801.904335 +113 46063.548710 +114 46393.830240 +115 47504.975936 +116 -25778.847429 +117 20715.332951 +118 23842.236602 +119 22758.295719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,IRRF,HWES,2.1316659450531006,"108 57631.406250 +109 60749.617188 +110 60749.617188 +111 55264.093750 +112 55264.093750 +113 55264.093750 +114 55264.093750 +115 55264.093750 +116 55264.093750 +117 55264.093750 +118 55264.093750 +119 100743.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do FPM,SARIMAX,0.7517850399017334,"108 1348567.250 +109 1893768.375 +110 1118426.375 +111 1363890.500 +112 1348567.250 +113 1363890.500 +114 1348567.250 +115 1118426.375 +116 1151372.625 +117 1046753.000 +118 1348567.250 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,HWES,0.7062950134277344,"108 819617.8750 +109 681016.7500 +110 719642.6250 +111 821779.5625 +112 832624.8750 +113 820743.6250 +114 821778.3750 +115 830566.4375 +116 830566.4375 +117 832624.8750 +118 821778.3750 +119 832624.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,XGBoost,0.742668628692627,"108 69047.867188 +109 34942.355469 +110 34942.355469 +111 67118.476562 +112 69898.890625 +113 22776.689453 +114 22776.689453 +115 22795.207031 +116 16177.654297 +117 15350.761719 +118 22776.689453 +119 69243.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ITR,SES,1.509474515914917,"101 3105.856201 +102 9109.095703 +103 9116.081055 +104 10296.768555 +105 3185.932373 +106 3186.671387 +107 3185.932373 +108 3185.504639 +109 3497.840332 +110 3497.840332 +111 4305.254395 +112 3499.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Transferencias LC 61_1989,XGBoost,1.0706567764282227,"36 6485.699707 +37 5624.870117 +38 7094.152832 +39 7015.619141 +40 7211.879883 +41 6654.158203 +42 6654.158203 +43 7094.153320 +44 7038.687500 +45 6288.689941 +46 7094.152832 +47 6592.227051 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,IPTU,SARIMAX,1.1588890552520752,"97 5856.484863 +98 7222.104004 +99 6458.712402 +100 6016.717773 +101 6292.705078 +102 6390.853027 +103 6304.835449 +104 5546.792969 +105 5724.188965 +106 6153.692383 +107 9537.034180 +108 6280.408691 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ISS,XGBoost,1.2780680656433105,"108 16450.914062 +109 11996.692383 +110 12765.920898 +111 13917.692383 +112 13661.785156 +113 12850.824219 +114 13116.772461 +115 15309.465820 +116 12850.824219 +117 13344.682617 +118 12503.941406 +119 12498.637695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ITBI,XGBoost,1.1770775318145752,"104 1798.869141 +105 4327.135742 +106 5057.140137 +107 13119.934570 +108 5060.057129 +109 5180.330078 +110 2471.425537 +111 2115.192139 +112 7475.745605 +113 6423.523926 +114 6013.336426 +115 8886.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,IRRF,Prophet,2.2601473331451416,"108 96776.578125 +109 101684.531250 +110 134513.031250 +111 96776.578125 +112 101688.718750 +113 96776.578125 +114 96776.578125 +115 101684.531250 +116 101685.171875 +117 96776.578125 +118 101685.171875 +119 134513.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do FPM,SARIMAX,0.7548389434814453,"108 1.344689e+06 +109 1.893769e+06 +110 1.065064e+06 +111 1.172166e+06 +112 1.344717e+06 +113 1.290025e+06 +114 1.344763e+06 +115 1.065064e+06 +116 1.065064e+06 +117 9.702186e+05 +118 1.344717e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,HWES,0.752464771270752,"108 890229.8750 +109 893000.5000 +110 894638.6250 +111 896441.6875 +112 897103.3750 +113 890229.8750 +114 896021.8125 +115 896021.8125 +116 896021.8125 +117 896153.3750 +118 896442.2500 +119 895965.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,XGBoost,3.2086570262908936,"108 95862.460938 +109 50015.660156 +110 77080.140625 +111 84137.132812 +112 72615.101562 +113 15381.198242 +114 12168.711914 +115 13857.303711 +116 4745.608887 +117 844.308838 +118 1647.841309 +119 67053.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do ITR,SES,1.2175960540771484,"95 564.971008 +96 564.737976 +97 564.737976 +98 778.099121 +99 384.069733 +100 564.737976 +101 502.299072 +102 601.312012 +103 8126.719727 +104 874.757141 +105 -172.144058 +106 -221.126007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Transferencias LC 61_1989,AR,1.1109645366668701,"108 6051.497070 +109 5457.602539 +110 5210.885742 +111 5197.077637 +112 5165.343262 +113 5328.709473 +114 5311.922852 +115 5259.858398 +116 4843.341309 +117 5267.778320 +118 5779.666016 +119 6038.173828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,IPTU,MLP,1.533200979232788,"96 1.753686e+05 +97 2.374335e+05 +98 1.848456e+06 +99 4.021623e+05 +100 2.055927e+05 +101 2.091435e+05 +102 2.166652e+05 +103 2.206877e+05 +104 2.150372e+05 +105 2.266411e+05 +106 2.243141e+05 +107 2.781000e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ISS,AR,0.7228274345397949,"96 3432239.50 +97 3433220.75 +98 3467949.75 +99 3450299.00 +100 3444023.00 +101 3444023.75 +102 3444125.00 +103 3486579.50 +104 3486578.50 +105 3444624.25 +106 3439761.25 +107 3469905.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ITBI,XGBoost,1.8241302967071533,"95 83402.085938 +96 56030.906250 +97 56030.906250 +98 29263.921875 +99 65793.304688 +100 28854.832031 +101 27712.066406 +102 9590.423828 +103 20024.429688 +104 27712.066406 +105 45406.953125 +106 37543.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,IRRF,XGBoost,2.0371623039245605,"96 3.093255e+05 +97 2.847070e+05 +98 2.885393e+05 +99 1.584875e+06 +100 2.891367e+05 +101 2.891367e+05 +102 2.891367e+05 +103 2.891367e+05 +104 2.891367e+05 +105 2.891367e+05 +106 2.891367e+05 +107 6.460522e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do FPM,XGBoost,1.5043301582336426,"96 1615077.375 +97 1811472.625 +98 1398268.125 +99 1615077.375 +100 1811472.625 +101 1811506.375 +102 1811472.625 +103 1811506.375 +104 1401667.875 +105 1401659.625 +106 1811472.625 +107 1811472.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,MLP,0.7157738208770752,"96 2.122961e+06 +97 2.159840e+06 +98 2.158291e+06 +99 2.119242e+06 +100 2.142370e+06 +101 2.065247e+06 +102 2.054841e+06 +103 2.046948e+06 +104 2.019245e+06 +105 2.004067e+06 +106 1.991229e+06 +107 2.011005e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,MLP,1.346708059310913,"96 219478.690303 +97 91064.486400 +98 138318.515154 +99 188182.704944 +100 220899.491517 +101 132181.246613 +102 91140.017331 +103 71399.183788 +104 72485.417282 +105 54318.351511 +106 54254.444808 +107 314751.155184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do ITR,MLP,1.866957664489746,"93 88862.867546 +94 136325.154343 +95 74199.850840 +96 86725.340581 +97 88322.891072 +98 98396.550383 +99 190709.718870 +100 118657.013830 +101 155321.763844 +102 637163.308428 +103 163660.512350 +104 179651.737000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Transferencias LC 61_1989,SES,0.7061412334442139,"38 17026.236328 +39 14772.760742 +40 18095.517578 +41 18095.517578 +42 18091.316406 +43 14777.114258 +44 18095.517578 +45 12885.973633 +46 14772.760742 +47 14757.781250 +48 14772.760742 +49 12521.383789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,IPTU,XGBoost,1.6419422626495361,"107 7325.093262 +108 6989.997070 +109 6721.035156 +110 9036.558594 +111 22410.917969 +112 39768.359375 +113 4725.753418 +114 4894.725098 +115 4770.594727 +116 4548.113770 +117 4553.286133 +118 4308.870117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ISS,SARIMAX,1.6447827816009521,"108 28880.500000 +109 24598.218750 +110 24253.859375 +111 23708.589844 +112 24139.175781 +113 24139.160156 +114 24139.160156 +115 24253.859375 +116 23441.777344 +117 24598.218750 +118 24598.218750 +119 24253.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ITBI,XGBoost,1.13261079788208,"106 18041.199219 +107 18678.185547 +108 18423.740234 +109 18682.816406 +110 18463.632812 +111 18434.619141 +112 18242.593750 +113 18704.029297 +114 18258.628906 +115 18505.546875 +116 18481.994141 +117 18681.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,IRRF,XGBoost,1.0632317066192627,"108 95033.062500 +109 95033.062500 +110 95003.382812 +111 95003.382812 +112 94993.835938 +113 94993.835938 +114 95003.382812 +115 95003.382812 +116 94993.835938 +117 94993.835938 +118 94993.835938 +119 95003.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do FPM,SARIMAX,0.6986069679260254,"108 1384710.250 +109 1893768.500 +110 1101546.125 +111 1199365.750 +112 1384710.250 +113 1372590.000 +114 1384713.750 +115 1101546.125 +116 1101560.500 +117 1038483.000 +118 1384710.250 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,HWES,0.7367403507232666,"108 897036.0625 +109 689000.2500 +110 770598.6875 +111 934303.9375 +112 905129.8750 +113 761713.6875 +114 754416.8125 +115 924237.0000 +116 934303.9375 +117 934299.8750 +118 905129.8750 +119 849035.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,SARIMAX,0.8088729381561279,"108 126174.859375 +109 41741.398438 +110 37144.601562 +111 80889.804688 +112 37161.664062 +113 17298.798828 +114 7736.836914 +115 7993.608398 +116 7371.297363 +117 7994.153809 +118 6785.964355 +119 104589.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do ITR,SES,1.0575778484344482,"81 105.635521 +82 199.822617 +83 552.110535 +84 949.315979 +85 815.911255 +86 820.463135 +87 1546.036133 +88 1546.040894 +89 2687.068604 +90 2675.120117 +91 1532.684204 +92 1532.684204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Transferencias LC 61_1989,XGBoost,1.3229234218597412,"108 7943.232910 +109 8159.489746 +110 8962.890625 +111 8755.511719 +112 8685.320312 +113 9682.695312 +114 9821.076172 +115 7876.771973 +116 8002.457520 +117 7350.874512 +118 9682.695312 +119 8739.495117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,1.0081913471221924,"99 2356.092041 +100 35929.046875 +101 45126.058594 +102 3844.041992 +103 3724.464355 +104 4105.877441 +105 1225.065674 +106 3313.052246 +107 2818.521240 +108 2891.154541 +109 1206.764404 +110 2356.112793 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ISS,XGBoost,0.8476736545562744,"108 18829.273438 +109 17659.707031 +110 22904.738281 +111 15895.917969 +112 16616.136719 +113 16616.136719 +114 16671.347656 +115 16671.347656 +116 22904.738281 +117 16613.630859 +118 18067.111328 +119 16618.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ITBI,SES,1.3801689147949219,"107 8244.080078 +108 9388.467773 +109 9150.659180 +110 12829.975586 +111 20294.798828 +112 10244.300781 +113 9388.459961 +114 10341.253906 +115 19669.669922 +116 10432.191406 +117 13089.536133 +118 7987.388184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,IRRF,Prophet,1.2850971221923828,"108 59591.253906 +109 59945.773438 +110 59571.789062 +111 59571.777344 +112 59571.789062 +113 59571.777344 +114 59571.777344 +115 59569.730469 +116 59569.730469 +117 59569.730469 +118 59569.730469 +119 59571.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do FPM,SARIMAX,1.0106093883514404,"108 1461339.125 +109 1425455.875 +110 1356148.375 +111 1461303.750 +112 1461339.125 +113 1461296.000 +114 1425455.875 +115 1359826.500 +116 1359402.000 +117 1195379.875 +118 1461339.125 +119 1425453.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,HWES,0.736447811126709,"108 646484.6875 +109 617094.5000 +110 625695.7500 +111 637166.6250 +112 637166.6250 +113 646484.8125 +114 637166.6250 +115 637166.6250 +116 637166.6250 +117 637166.6250 +118 646467.3125 +119 637166.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,XGBoost,1.0739758014678955,"108 63143.097656 +109 48483.375000 +110 60879.511719 +111 63151.035156 +112 61007.394531 +113 13909.372070 +114 13909.372070 +115 14961.560547 +116 15385.913086 +117 13387.060547 +118 10967.506836 +119 64681.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ITR,XGBoost,1.321399211883545,"55 50.631161 +56 26.495184 +57 26.495184 +58 26.905609 +59 43.711773 +60 55.087154 +61 43.841118 +62 26.495184 +63 36.416172 +64 -4.666860 +65 -7.473166 +66 -7.820358 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Transferencias LC 61_1989,AR,1.5322794914245605,"57 6542.949707 +58 4981.446777 +59 4986.715820 +60 4517.689453 +61 4986.654297 +62 4743.630859 +63 4743.008789 +64 4986.654297 +65 4986.476074 +66 7387.460938 +67 4986.715820 +68 6119.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,IPTU,MLP,2.01045560836792,"108 25236.946644 +109 28343.160652 +110 30868.341435 +111 23198.977068 +112 115078.090921 +113 321720.472774 +114 80022.389919 +115 64448.590154 +116 40653.927972 +117 52671.130365 +118 39408.105282 +119 42563.476897 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ISS,XGBoost,0.7676925659179688,"108 329115.937500 +109 228781.609375 +110 273630.406250 +111 272891.968750 +112 273506.625000 +113 269617.312500 +114 273708.093750 +115 269617.312500 +116 272891.968750 +117 269617.312500 +118 332006.937500 +119 269617.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ITBI,HWES,0.8572835922241211,"108 20568.521484 +109 34990.656250 +110 35770.320312 +111 98226.945312 +112 60645.269531 +113 12859.046875 +114 20487.396484 +115 21020.833984 +116 75090.960938 +117 12101.739258 +118 20498.904297 +119 26750.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,IRRF,AR,1.342574119567871,"108 125783.312500 +109 125809.617188 +110 228820.062500 +111 186480.562500 +112 186480.562500 +113 186465.968750 +114 186480.562500 +115 186480.562500 +116 186480.562500 +117 130133.820312 +118 186480.562500 +119 228820.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do FPM,SARIMAX,0.7430877685546875,"108 1449351.500 +109 1893768.375 +110 1050510.125 +111 1123480.000 +112 1449351.500 +113 1385730.875 +114 1449354.500 +115 1050510.125 +116 1050590.750 +117 948358.625 +118 1449351.500 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,HWES,0.699826717376709,"108 803699.0000 +109 741893.3125 +110 741103.1875 +111 838207.1250 +112 863049.0625 +113 803725.8125 +114 728923.1875 +115 859649.8750 +116 859649.8750 +117 916415.9375 +118 801307.3750 +119 915686.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,MLP,1.3683533668518066,"108 216227.294729 +109 87680.004646 +110 113965.733389 +111 181284.262001 +112 162055.767504 +113 92079.883548 +114 56581.321592 +115 64516.801401 +116 50280.239445 +117 40426.578248 +118 42906.140471 +119 182811.047164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do ITR,XGBoost,1.2707769870758057,"58 53178.167969 +59 22329.230469 +60 18753.863281 +61 279288.000000 +62 367392.656250 +63 367392.656250 +64 367392.656250 +65 367392.656250 +66 380876.156250 +67 223316.468750 +68 379166.937500 +69 379166.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Transferencias LC 61_1989,XGBoost,1.019472599029541,"108 7227.057129 +109 7442.667969 +110 7604.218262 +111 7711.767090 +112 7658.812500 +113 7326.397461 +114 8117.966797 +115 7479.199707 +116 7550.245605 +117 7472.010742 +118 7659.039062 +119 7232.311523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,IPTU,HWES,2.2094390392303467,"105 45948.468750 +106 47994.562500 +107 146947.640625 +108 47988.578125 +109 21991.273438 +110 92843.179688 +111 39155.843750 +112 43441.199219 +113 44842.519531 +114 38380.089844 +115 38414.484375 +116 43398.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ISS,SARIMAX,0.9754199981689453,"108 73076.500000 +109 72987.125000 +110 72987.125000 +111 73048.476562 +112 73130.031250 +113 73076.500000 +114 73076.500000 +115 73048.476562 +116 73650.460938 +117 73704.585938 +118 75247.148438 +119 75247.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ITBI,AR,1.095749855041504,"108 311.647614 +109 21515.904297 +110 5727.354980 +111 23540.849609 +112 1273.677124 +113 -472.976929 +114 3091.410400 +115 11696.541016 +116 14093.367188 +117 11081.591797 +118 18407.292969 +119 11119.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,IRRF,SARIMAX,1.051943302154541,"108 74477.031250 +109 61193.421875 +110 74477.031250 +111 74477.031250 +112 74477.031250 +113 74477.031250 +114 59941.039062 +115 61778.781250 +116 61193.421875 +117 74477.031250 +118 74477.031250 +119 74477.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do FPM,SARIMAX,0.8325273990631104,"108 1.485084e+06 +109 1.897809e+06 +110 3.376113e+05 +111 1.259898e+06 +112 1.491619e+06 +113 1.473382e+06 +114 1.234067e+05 +115 3.828419e+05 +116 1.466062e+06 +117 3.913523e+04 +118 1.400492e+06 +119 1.466197e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,HWES,1.283160924911499,"108 528210.25000 +109 450767.71875 +110 498794.06250 +111 539750.25000 +112 574671.37500 +113 525200.25000 +114 522101.28125 +115 585941.00000 +116 585968.50000 +117 578692.00000 +118 530286.87500 +119 558989.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,MLP,1.541248083114624,"107 211029.468275 +108 69449.105673 +109 82945.223463 +110 109808.168780 +111 107594.954089 +112 59556.074341 +113 51115.887286 +114 50985.533349 +115 47617.875340 +116 51378.629129 +117 47345.793695 +118 243369.883370 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ITR,SARIMAX,1.1947474479675293,"103 779.122803 +104 6811.256348 +105 6814.132812 +106 6834.800293 +107 6987.958496 +108 7029.164551 +109 6814.132812 +110 6872.677734 +111 4987.585938 +112 5472.514648 +113 6834.953613 +114 6854.919434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Transferencias LC 61_1989,XGBoost,2.383584499359131,"108 4840.671387 +109 5498.456055 +110 4961.728516 +111 4957.546875 +112 4985.515137 +113 5254.252930 +114 5173.876465 +115 4870.973145 +116 5093.591309 +117 4605.808105 +118 4959.729004 +119 5227.214355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,IPTU,SARIMAX,1.2329792976379395,"98 5012.704102 +99 5532.097168 +100 4947.656738 +101 5212.248047 +102 5676.895508 +103 5141.411133 +104 5357.409180 +105 21488.179688 +106 5288.963379 +107 5357.409180 +108 5083.978516 +109 5550.000977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ISS,AR,1.3059155941009521,"108 10096.905273 +109 8974.289062 +110 6628.481445 +111 5906.437988 +112 7176.696777 +113 25047.076172 +114 6854.110352 +115 6791.921875 +116 6098.508301 +117 6153.872070 +118 6086.952637 +119 5923.585449 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ITBI,XGBoost,0.861426830291748,"101 20497.312500 +102 18810.757812 +103 11402.590820 +104 20309.230469 +105 23262.083984 +106 17395.048828 +107 7895.731934 +108 12383.287109 +109 9965.939453 +110 7717.294434 +111 5764.408691 +112 7800.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,IRRF,XGBoost,1.0887961387634277,"108 63039.289062 +109 36352.285156 +110 36352.285156 +111 59901.375000 +112 59901.375000 +113 36352.285156 +114 36352.285156 +115 36352.285156 +116 36352.285156 +117 39248.664062 +118 39248.664062 +119 59901.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do FPM,SARIMAX,0.7984938621520996,"108 1.303156e+06 +109 1.893768e+06 +110 1.016174e+06 +111 1.028578e+06 +112 1.306822e+06 +113 9.392687e+05 +114 1.893768e+06 +115 1.016174e+06 +116 1.018656e+06 +117 9.416394e+05 +118 1.306822e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,XGBoost,0.7285671234130859,"108 459920.37500 +109 453302.21875 +110 438549.84375 +111 455574.09375 +112 482329.40625 +113 456505.03125 +114 452268.93750 +115 477985.62500 +116 449530.75000 +117 502539.18750 +118 476305.50000 +119 502538.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,XGBoost,0.863469123840332,"108 30342.542969 +109 27036.513672 +110 35582.824219 +111 34777.523438 +112 38569.878906 +113 22972.894531 +114 11672.038086 +115 22970.394531 +116 22050.375000 +117 14164.718750 +118 12303.302734 +119 39964.472656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ITR,XGBoost,0.9066338539123535,"83 8480.836914 +84 14331.202148 +85 22027.537109 +86 25244.273438 +87 20640.535156 +88 22749.406250 +89 20636.738281 +90 20483.691406 +91 34379.378906 +92 34350.292969 +93 34349.773438 +94 34350.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Transferencias LC 61_1989,XGBoost,1.1865150928497314,"108 4116.884277 +109 4124.853516 +110 4145.683594 +111 4166.240234 +112 4152.473633 +113 4165.584961 +114 4161.840820 +115 4152.473633 +116 4113.182129 +117 3804.758789 +118 3942.446289 +119 4303.191895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,XGBoost,1.295027494430542,"107 2930.417969 +108 -2710.639648 +109 975.931213 +110 3628.974365 +111 2789.656494 +112 2405.507568 +113 2202.224365 +114 -329.649994 +115 -309.493134 +116 -309.496613 +117 -4539.745117 +118 -4600.530762 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,MLP,1.7056028842926025,"108 32685.847790 +109 33004.198134 +110 32537.905905 +111 32571.989147 +112 31542.447070 +113 33635.953955 +114 32749.607939 +115 33422.051167 +116 32486.664688 +117 31987.204466 +118 34587.098475 +119 33261.058752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,AR,1.4626047611236572,"108 16996.859375 +109 29646.666016 +110 17003.824219 +111 18276.480469 +112 19304.710938 +113 41627.433594 +114 5250.192871 +115 32342.134766 +116 15288.522461 +117 15290.098633 +118 31218.802734 +119 7011.841309 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,IRRF,XGBoost,1.1243879795074463,"108 62288.390625 +109 62288.390625 +110 66867.390625 +111 66867.390625 +112 50288.039062 +113 66867.390625 +114 66867.390625 +115 66867.390625 +116 66867.390625 +117 66871.687500 +118 66867.390625 +119 66867.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9308538436889648,"108 1517838.000 +109 1893768.625 +110 1100952.500 +111 1093796.500 +112 1517838.000 +113 1366402.500 +114 1517838.000 +115 1100952.500 +116 1100952.500 +117 1054429.500 +118 1893768.625 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,HWES,0.9079203605651855,"108 1.009486e+06 +109 8.523484e+05 +110 1.043995e+06 +111 1.010974e+06 +112 9.744933e+05 +113 1.010804e+06 +114 1.010974e+06 +115 9.744933e+05 +116 9.749622e+05 +117 9.745120e+05 +118 1.011029e+06 +119 9.744933e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,XGBoost,1.359008550643921,"108 73252.648438 +109 19171.130859 +110 45224.832031 +111 52633.554688 +112 52748.519531 +113 16446.111328 +114 22595.437500 +115 16218.485352 +116 22595.437500 +117 16228.820312 +118 11537.949219 +119 52748.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ITR,MLP,2.0893702507019043,"107 30359.237522 +108 5759.922229 +109 6317.200108 +110 6919.945184 +111 6872.678387 +112 11234.048006 +113 7025.414883 +114 9599.175187 +115 30611.097363 +116 152688.519800 +117 47892.108899 +118 45281.531487 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Transferencias LC 61_1989,XGBoost,0.874927282333374,"102 9732.654297 +103 10350.308594 +104 7918.287109 +105 10550.156250 +106 10862.597656 +107 11015.540039 +108 10736.027344 +109 11238.829102 +110 10851.286133 +111 9822.014648 +112 9973.333984 +113 10681.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,IPTU,XGBoost,1.3677191734313965,"107 3.652147e+05 +108 1.159081e+06 +109 3.600371e+06 +110 3.152866e+06 +111 2.229313e+06 +112 6.374478e+05 +113 6.195687e+05 +114 6.147862e+05 +115 2.253732e+06 +116 2.414193e+05 +117 3.704846e+05 +118 2.227956e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,0.8203370571136475,"108 2412209.25 +109 2332507.25 +110 2775154.00 +111 2772637.50 +112 2772637.50 +113 2775154.00 +114 2775154.00 +115 2775154.00 +116 2775154.00 +117 2772637.50 +118 2772637.50 +119 2775154.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ITBI,HWES,0.6777257919311523,"108 716507.2500 +109 716507.2500 +110 941676.0625 +111 935201.2500 +112 937313.7500 +113 935201.3125 +114 935201.3125 +115 935201.3125 +116 937313.7500 +117 937313.7500 +118 943720.6875 +119 943720.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,IRRF,SARIMAX,0.7977302074432373,"108 1551316.625 +109 1551316.625 +110 1551316.625 +111 1551316.625 +112 1551316.625 +113 1551316.625 +114 1551316.625 +115 1551316.625 +116 1551316.625 +117 1551316.625 +118 1551316.625 +119 2333189.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do FPM,SARIMAX,0.836517333984375,"108 5675692.0 +109 8206331.0 +110 4722821.0 +111 5120263.0 +112 5675692.0 +113 5848205.0 +114 6481772.0 +115 4722821.0 +116 4722821.0 +117 4643998.0 +118 5675692.0 +119 8206331.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,HWES,0.746304988861084,"108 9245503.0 +109 7560129.5 +110 7850650.0 +111 8579914.0 +112 8661388.0 +113 8768938.0 +114 8578604.0 +115 8578604.0 +116 8578604.0 +117 8761962.0 +118 8622174.0 +119 8761964.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,MLP,1.3023228645324707,"108 4.363365e+06 +109 1.395364e+06 +110 1.950398e+06 +111 2.939250e+06 +112 2.080233e+06 +113 1.016540e+06 +114 9.180052e+05 +115 6.328739e+05 +116 4.824882e+05 +117 4.324850e+05 +118 5.008424e+05 +119 5.659246e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ITR,XGBoost,2.2439799308776855,"108 23199.699219 +109 23561.123047 +110 22231.810547 +111 22161.777344 +112 22181.937500 +113 22177.693359 +114 22077.556641 +115 22108.558594 +116 21878.912109 +117 15847.685547 +118 21697.980469 +119 21878.912109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Transferencias LC 61_1989,MLP,1.969512939453125,"60 73930.090757 +61 72341.446711 +62 73846.459504 +63 74816.602962 +64 74912.386051 +65 75621.741723 +66 75799.891471 +67 75502.017779 +68 76198.396899 +69 77753.622357 +70 74877.102907 +71 76091.169678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,IPTU,XGBoost,1.3052678108215332,"108 8329.567383 +109 26091.714844 +110 85424.945312 +111 24735.777344 +112 24735.777344 +113 30830.031250 +114 26908.447266 +115 11192.577148 +116 11200.359375 +117 20002.478516 +118 9134.239258 +119 9749.543945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ISS,XGBoost,0.7510559558868408,"108 49740.078125 +109 49740.078125 +110 49740.078125 +111 49740.078125 +112 49740.078125 +113 49740.117188 +114 49740.078125 +115 49901.367188 +116 49740.078125 +117 49740.078125 +118 49626.066406 +119 49740.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ITBI,XGBoost,1.0598113536834717,"99 9309.613281 +100 7830.576172 +101 12068.188477 +102 9151.527344 +103 9004.012695 +104 8411.297852 +105 12164.530273 +106 13912.971680 +107 16600.867188 +108 14208.153320 +109 16638.046875 +110 17624.755859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,IRRF,Prophet,0.7392368316650391,"108 53126.917969 +109 68214.414062 +110 68234.078125 +111 67453.062500 +112 67449.921875 +113 68214.414062 +114 68234.078125 +115 80856.015625 +116 67512.945312 +117 67449.921875 +118 80856.015625 +119 80856.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do FPM,SARIMAX,1.1645095348358154,"108 1.278658e+06 +109 1.893768e+06 +110 1.008179e+06 +111 1.147954e+06 +112 1.282334e+06 +113 1.254729e+06 +114 1.282334e+06 +115 1.008179e+06 +116 1.008179e+06 +117 9.292281e+05 +118 1.282334e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,HWES,0.868220329284668,"108 615767.0625 +109 612377.5000 +110 607172.8750 +111 674389.8750 +112 719253.9375 +113 711478.9375 +114 717012.9375 +115 713197.9375 +116 713200.4375 +117 719246.0625 +118 726388.1875 +119 692118.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,AR,0.8959372043609619,"108 165373.890625 +109 75193.921875 +110 59288.429688 +111 79117.671875 +112 79125.382812 +113 51001.437500 +114 40132.167969 +115 37206.773438 +116 27226.472656 +117 24382.130859 +118 22549.169922 +119 83878.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do ITR,XGBoost,1.3239428997039795,"102 10860.658203 +103 11150.120117 +104 11637.045898 +105 11938.662109 +106 11864.229492 +107 11840.647461 +108 12240.096680 +109 11763.086914 +110 12003.377930 +111 48287.253906 +112 19561.216797 +113 1528.998779 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Transferencias LC 61_1989,XGBoost,1.0255677700042725,"108 6328.736328 +109 5954.728516 +110 5962.537109 +111 5826.169922 +112 5803.781738 +113 5606.913086 +114 5900.299805 +115 5699.797852 +116 5511.279297 +117 7930.183105 +118 5453.299316 +119 5517.478516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,IPTU,HWES,1.4735383987426758,"108 4.113616e+05 +109 4.076559e+05 +110 4.078003e+05 +111 7.082804e+05 +112 7.082803e+05 +113 1.770814e+06 +114 7.082444e+05 +115 7.082804e+05 +116 7.143455e+05 +117 7.082444e+05 +118 7.142308e+05 +119 7.083415e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ISS,XGBoost,1.0788874626159668,"108 3.952882e+05 +109 3.920458e+05 +110 4.003348e+05 +111 3.943022e+05 +112 4.141986e+05 +113 4.153501e+05 +114 4.153500e+05 +115 3.932579e+05 +116 2.318933e+06 +117 3.521598e+05 +118 3.952491e+05 +119 3.964682e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ITBI,SARIMAX,0.9483320713043213,"108 111749.750000 +109 90147.414062 +110 110958.453125 +111 106542.664062 +112 106515.492188 +113 89597.218750 +114 89383.015625 +115 110958.984375 +116 88259.140625 +117 88505.023438 +118 106542.664062 +119 105867.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,IRRF,SARIMAX,0.8488996028900146,"108 332497.8750 +109 333827.7500 +110 335962.3125 +111 335962.3125 +112 335962.3125 +113 336361.6875 +114 336361.6875 +115 336361.6875 +116 336361.6875 +117 336361.6875 +118 529642.5625 +119 335962.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do FPM,SARIMAX,0.9326293468475342,"108 2109752.000 +109 3787537.500 +110 2096347.375 +111 2382832.000 +112 2667670.250 +113 2612308.750 +114 3787537.500 +115 2096347.375 +116 2107991.250 +117 2000336.375 +118 2667670.250 +119 3787537.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,HWES,0.6403083801269531,"108 2281278.75 +109 1900660.50 +110 1976841.50 +111 2127280.75 +112 2208336.75 +113 2146246.00 +114 2126304.75 +115 2208335.75 +116 2208335.75 +117 2202578.25 +118 2177168.50 +119 2202578.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,MLP,1.3847811222076416,"108 1.237033e+06 +109 2.581644e+05 +110 3.813983e+05 +111 6.767500e+05 +112 5.069373e+05 +113 2.194518e+05 +114 1.635934e+05 +115 1.556487e+05 +116 1.467136e+05 +117 1.043789e+05 +118 1.076394e+05 +119 1.022255e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ITR,XGBoost,1.263951063156128,"101 419.245270 +102 990.045837 +103 987.824097 +104 3063.385986 +105 3044.415771 +106 3042.332275 +107 3044.701172 +108 3044.691895 +109 4117.252930 +110 4642.005859 +111 2437.808105 +112 2433.583252 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Transferencias LC 61_1989,HWES,0.8036205768585205,"96 17874.355469 +97 17109.349609 +98 19059.175781 +99 16181.361328 +100 19290.871094 +101 16159.689453 +102 15169.197266 +103 19798.484375 +104 16606.310547 +105 17253.796875 +106 20694.882812 +107 18463.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,IPTU,SARIMAX,2.5522983074188232,"106 37860.335938 +107 67346.210938 +108 37860.437500 +109 10403.608398 +110 2674.209473 +111 2559.103760 +112 2559.103760 +113 5525.395508 +114 2674.209473 +115 3553.567383 +116 3088.680908 +117 2604.094238 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ISS,SARIMAX,0.8336997032165527,"108 91638.242188 +109 187254.656250 +110 216943.640625 +111 216943.640625 +112 216943.640625 +113 89150.882812 +114 216943.640625 +115 216943.640625 +116 216943.640625 +117 216943.640625 +118 83619.734375 +119 216943.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ITBI,XGBoost,1.5766470432281494,"107 65787.132812 +108 68944.515625 +109 68944.515625 +110 67471.234375 +111 65787.132812 +112 50289.992188 +113 65787.132812 +114 65167.195312 +115 67963.703125 +116 63206.082031 +117 67473.203125 +118 50289.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,IRRF,XGBoost,1.4145989418029785,"96 46872.371094 +97 102539.000000 +98 102539.000000 +99 102539.000000 +100 102539.000000 +101 102539.000000 +102 102539.000000 +103 102539.000000 +104 102539.000000 +105 102539.000000 +106 102539.000000 +107 102539.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do FPM,SARIMAX,0.6880488395690918,"108 1388401.750 +109 1893768.625 +110 1099416.250 +111 1199897.625 +112 1388401.750 +113 1373784.750 +114 1388401.125 +115 1099416.250 +116 1102232.750 +117 1031433.625 +118 1388401.750 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,SES,1.117497444152832,"108 640186.8125 +109 631696.0625 +110 579720.7500 +111 589711.0625 +112 566372.3125 +113 587293.8750 +114 591926.1250 +115 569632.1250 +116 568446.6875 +117 561092.1875 +118 567678.5625 +119 558655.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,MLP,1.7007548809051514,"108 163740.027700 +109 60167.025294 +110 59520.544722 +111 135305.290821 +112 80167.051285 +113 42597.292107 +114 32316.915340 +115 30094.462482 +116 25182.626865 +117 23822.748595 +118 22171.279535 +119 275255.042447 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ITR,AR,1.1622016429901123,"93 860.680542 +94 1476.176025 +95 1634.203735 +96 952.166199 +97 1628.105103 +98 1610.973755 +99 1606.241577 +100 1634.819946 +101 2856.355957 +102 3220.396240 +103 1633.677368 +104 1633.654907 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Transferencias LC 61_1989,AR,1.0826470851898193,"108 5776.084961 +109 5013.257812 +110 5216.770020 +111 5237.191406 +112 5362.778320 +113 5316.882324 +114 5343.580078 +115 5385.817383 +116 5299.396973 +117 5539.046387 +118 5217.539551 +119 5893.166016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ISS,XGBoost,1.5751357078552246,"108 61383.164062 +109 69683.984375 +110 68664.734375 +111 69683.984375 +112 65404.199219 +113 69683.984375 +114 66845.804688 +115 69922.226562 +116 66845.804688 +117 62322.933594 +118 69683.984375 +119 69683.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ITBI,XGBoost,1.340744972229004,"108 14058.517578 +109 11758.273438 +110 13424.912109 +111 11387.929688 +112 13050.347656 +113 18142.357422 +114 18482.826172 +115 9732.347656 +116 10069.589844 +117 18495.255859 +118 14562.498047 +119 12287.439453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,IRRF,AR,0.9310986995697021,"108 96292.562500 +109 96480.304688 +110 96480.304688 +111 96480.304688 +112 96480.304688 +113 96480.304688 +114 96480.304688 +115 96480.304688 +116 96480.304688 +117 96480.304688 +118 96480.304688 +119 96480.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do FPM,SARIMAX,0.7608861923217773,"108 1496960.375 +109 1893768.500 +110 1104867.625 +111 1236128.000 +112 1497103.500 +113 1443820.125 +114 1497103.500 +115 1104867.625 +116 1059095.875 +117 1059095.875 +118 1582935.750 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,HWES,0.7951605319976807,"108 892329.2500 +109 828890.3125 +110 824612.0000 +111 830236.4375 +112 912175.6250 +113 890310.2500 +114 911811.6250 +115 911811.6250 +116 911811.6250 +117 912175.6250 +118 888593.8125 +119 912170.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,MLP,2.123753547668457,"108 216479.596995 +109 44949.776421 +110 76327.910006 +111 148410.467895 +112 88952.191105 +113 34636.114819 +114 29598.432200 +115 24612.094734 +116 30154.256644 +117 31307.790202 +118 29832.972407 +119 340929.254811 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ITR,XGBoost,1.278883457183838,"88 59.774555 +89 106.087349 +90 108.433975 +91 108.463745 +92 90.480400 +93 86.888634 +94 69.755943 +95 67.596153 +96 247.377686 +97 58.431290 +98 1494.665283 +99 1494.523682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Transferencias LC 61_1989,AR,0.972240686416626,"108 5362.227539 +109 4882.668945 +110 5497.542480 +111 6119.106934 +112 5793.324707 +113 6294.290527 +114 5992.748047 +115 5953.387695 +116 6196.760742 +117 5385.537109 +118 5634.169434 +119 5850.238770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,IPTU,HWES,1.3553526401519775,"108 16375.822266 +109 17049.871094 +110 112504.632812 +111 114893.750000 +112 18367.894531 +113 19282.476562 +114 18367.894531 +115 21871.707031 +116 15821.979492 +117 23286.296875 +118 15821.979492 +119 15418.534180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ISS,SARIMAX,1.6974210739135742,"108 130013.390625 +109 130611.093750 +110 130193.406250 +111 130013.335938 +112 130193.406250 +113 131126.343750 +114 130013.335938 +115 131126.343750 +116 130013.390625 +117 131126.343750 +118 130013.335938 +119 131126.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ITBI,AR,0.8318629264831543,"108 15095.253906 +109 15715.617188 +110 23094.771484 +111 4504.399902 +112 13637.481445 +113 12438.082031 +114 13970.038086 +115 6172.564941 +116 13500.308594 +117 13630.338867 +118 17630.179688 +119 12438.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,IRRF,Prophet,1.201956033706665,"107 120827.734375 +108 147280.234375 +109 147280.234375 +110 147280.234375 +111 122790.343750 +112 126348.359375 +113 122790.343750 +114 147280.234375 +115 126348.359375 +116 122220.421875 +117 122533.406250 +118 147280.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do FPM,SARIMAX,0.7532665729522705,"108 1382524.250 +109 1893784.750 +110 1148503.250 +111 1193947.125 +112 1382540.250 +113 1374619.625 +114 1382540.250 +115 1148503.250 +116 1167997.000 +117 1090362.375 +118 1382540.250 +119 1893784.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,HWES,0.6600291728973389,"108 840959.1250 +109 755176.8125 +110 755188.3750 +111 778066.4375 +112 795738.0625 +113 791683.3125 +114 778066.4375 +115 820116.3125 +116 820097.9375 +117 795738.0625 +118 791683.3125 +119 795738.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,MLP,1.366455078125,"107 183406.353245 +108 89188.096685 +109 140141.486573 +110 164072.873021 +111 114091.546981 +112 60591.302759 +113 53987.447976 +114 39492.354866 +115 37443.436167 +116 47340.080768 +117 39796.371793 +118 174310.692188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ITR,XGBoost,1.6518990993499756,"75 11205.390625 +76 90520.812500 +77 122802.718750 +78 49212.933594 +79 49310.390625 +80 122246.320312 +81 49215.917969 +82 121930.226562 +83 218903.062500 +84 236200.843750 +85 216709.125000 +86 49135.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Transferencias LC 61_1989,XGBoost,1.0913195610046387,"84 6978.894043 +85 5975.645996 +86 7029.677734 +87 8073.807617 +88 7361.026855 +89 9165.855469 +90 8031.218750 +91 7335.845703 +92 8131.309570 +93 7309.800781 +94 7407.545410 +95 7954.057617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,IPTU,HWES,1.676701307296753,"107 1.088265e+05 +108 1.877619e+05 +109 2.633114e+06 +110 3.784103e+05 +111 2.233382e+05 +112 1.748983e+05 +113 1.998761e+05 +114 1.430006e+05 +115 8.741850e+04 +116 2.185629e+05 +117 1.430006e+05 +118 2.232220e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ISS,SARIMAX,1.5568163394927979,"108 607025.3750 +109 617549.0000 +110 621389.8750 +111 653941.6875 +112 621355.3750 +113 653941.6875 +114 653941.6875 +115 653915.0000 +116 624996.1875 +117 617881.0000 +118 617891.1250 +119 653941.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ITBI,SES,0.9173367023468018,"108 148409.015625 +109 149494.234375 +110 149503.359375 +111 148390.500000 +112 149474.343750 +113 149471.390625 +114 143406.093750 +115 152439.750000 +116 146283.921875 +117 147160.640625 +118 235436.312500 +119 235436.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,IRRF,MLP,0.7285020351409912,"108 272816.277364 +109 265739.078543 +110 263245.215778 +111 259254.857866 +112 257926.265719 +113 248578.219662 +114 246212.849355 +115 243413.402657 +116 243045.455552 +117 234211.095201 +118 232499.986968 +119 199288.780336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do FPM,SARIMAX,0.6361877918243408,"108 2559024.00 +109 3787535.00 +110 2095860.00 +111 2279420.50 +112 2559011.75 +113 2553317.00 +114 2559540.50 +115 2095860.00 +116 2214036.00 +117 2095767.00 +118 2559011.75 +119 3787535.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,HWES,0.7026491165161133,"108 3767157.50 +109 3615588.25 +110 3615799.75 +111 3689735.75 +112 3758195.00 +113 3720993.75 +114 3691532.75 +115 3689735.75 +116 3689735.75 +117 3767477.00 +118 3721323.75 +119 3767477.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,MLP,1.4685726165771484,"108 1.590297e+06 +109 4.344312e+05 +110 5.647181e+05 +111 9.482303e+05 +112 8.052785e+05 +113 3.358635e+05 +114 3.427203e+05 +115 2.244622e+05 +116 1.919026e+05 +117 1.669631e+05 +118 1.414695e+05 +119 1.522002e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do ITR,XGBoost,2.220282793045044,"107 349.347870 +108 349.103088 +109 349.103088 +110 386.911713 +111 278.462769 +112 196.179169 +113 202.330841 +114 981.498535 +115 2280.593262 +116 -18614.453125 +117 200.263214 +118 211.339630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Transferencias LC 61_1989,HWES,0.7545106410980225,"107 28991.099609 +108 21126.609375 +109 27288.503906 +110 24469.742188 +111 27165.515625 +112 23658.134766 +113 23356.605469 +114 22863.314453 +115 145156.703125 +116 37654.359375 +117 39399.296875 +118 34289.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,IPTU,MLP,1.579986572265625,"108 1.354588e+07 +109 3.521138e+06 +110 2.977729e+06 +111 2.423729e+06 +112 2.583844e+06 +113 2.423086e+06 +114 2.274598e+06 +115 2.434085e+06 +116 2.107735e+06 +117 2.373073e+06 +118 2.253766e+06 +119 1.659904e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ISS,Prophet,0.9419937133789062,"108 386968.4375 +109 386968.4375 +110 386968.4375 +111 386968.4375 +112 425635.6875 +113 386968.4375 +114 425635.6875 +115 386968.4375 +116 425635.6875 +117 386968.4375 +118 431181.0625 +119 389504.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ITBI,XGBoost,1.253546953201294,"108 1.048286e+06 +109 1.032727e+06 +110 1.072738e+06 +111 9.095246e+05 +112 1.057260e+06 +113 9.094944e+05 +114 9.177059e+05 +115 1.029511e+06 +116 1.073984e+06 +117 1.043869e+06 +118 9.301582e+05 +119 1.072525e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,IRRF,SARIMAX,0.5828719139099121,"108 571816.6875 +109 572466.0625 +110 572395.6250 +111 572395.6250 +112 663771.5625 +113 663771.5625 +114 572381.6250 +115 663771.5625 +116 663771.5625 +117 663771.5625 +118 663771.5625 +119 682211.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do FPM,SARIMAX,0.6756319999694824,"107 6015129.0 +108 4398793.0 +109 6015129.0 +110 3117801.0 +111 2746415.5 +112 4398793.0 +113 2313980.5 +114 6015129.0 +115 4348925.5 +116 3131881.0 +117 4398793.0 +118 6015129.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,HWES,0.6751430034637451,"108 675401.8125 +109 676755.7500 +110 678799.2500 +111 785083.7500 +112 783020.6875 +113 682666.5625 +114 795014.6250 +115 783035.6875 +116 682603.8750 +117 768815.8750 +118 680852.7500 +119 768815.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,MLP,1.3437230587005615,"107 926164.444153 +108 417786.438523 +109 515286.469191 +110 765577.048694 +111 760007.873176 +112 407140.004749 +113 357846.423535 +114 228898.552596 +115 160748.334387 +116 155980.117853 +117 165754.997736 +118 661452.211142 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do ITR,XGBoost,0.7311859130859375,"40 520.332947 +41 154.511520 +42 488.656616 +43 337.394989 +44 382.765778 +45 64.678040 +46 516.807190 +47 516.805298 +48 251.736694 +49 382.801361 +50 467.727753 +51 188.044296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Transferencias LC 61_1989,AR,1.2977209091186523,"72 6403.532715 +73 6406.823730 +74 6448.775879 +75 6899.261719 +76 6448.775879 +77 6819.020020 +78 6867.566406 +79 6152.412598 +80 6271.206055 +81 9265.031250 +82 6152.412598 +83 6328.097656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,IPTU,AR,1.4186513423919678,"108 4747.774902 +109 9420.330078 +110 97563.046875 +111 5040.645996 +112 5490.949707 +113 4943.155762 +114 5498.414551 +115 5987.901855 +116 6183.110840 +117 4758.997559 +118 5987.901855 +119 16656.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ISS,SARIMAX,2.095836877822876,"108 21128.732422 +109 21193.382812 +110 21143.537109 +111 21128.732422 +112 21198.304688 +113 21198.304688 +114 21198.304688 +115 21221.718750 +116 21198.304688 +117 21143.537109 +118 21143.537109 +119 21143.537109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ITBI,HWES,0.976604700088501,"104 15550.591797 +105 14515.654297 +106 16054.343750 +107 11177.416016 +108 11858.890625 +109 11129.414062 +110 8392.333984 +111 7853.211426 +112 2428.724854 +113 11230.455078 +114 7390.525391 +115 2827.438721 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,IRRF,HWES,1.3904962539672852,"108 49185.750000 +109 69554.429688 +110 69554.429688 +111 69554.429688 +112 49185.750000 +113 69554.429688 +114 69554.429688 +115 49185.750000 +116 69554.429688 +117 49185.750000 +118 69554.429688 +119 69554.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do FPM,SARIMAX,1.0099201202392578,"108 1648853.250 +109 1890991.500 +110 1468249.500 +111 1470523.125 +112 1648853.250 +113 1648853.250 +114 1893768.750 +115 1468249.500 +116 1468249.500 +117 1309776.000 +118 1648853.250 +119 1890991.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,HWES,0.6935091018676758,"108 294468.43750 +109 307276.00000 +110 294683.71875 +111 386667.71875 +112 403376.37500 +113 389612.93750 +114 387314.12500 +115 390009.25000 +116 396052.43750 +117 390244.50000 +118 392121.21875 +119 390241.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,AR,0.8910665512084961,"108 81600.273438 +109 10210.692383 +110 27241.228516 +111 29729.583984 +112 32470.636719 +113 10212.203125 +114 5615.444824 +115 1591.538452 +116 3660.342041 +117 2638.085693 +118 1427.886353 +119 87715.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ITR,AR,1.3751368522644043,"98 29.855816 +99 7068.317871 +100 1985.379761 +101 7064.101562 +102 12.272964 +103 12.272964 +104 12.272964 +105 54.334599 +106 2049.104004 +107 1985.379761 +108 7062.187988 +109 46.412395 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,IPTU,MLP,1.6815829277038574,"108 32657.604028 +109 36414.048910 +110 38973.380543 +111 72401.126133 +112 197285.878785 +113 68563.510728 +114 113605.730438 +115 60882.221201 +116 40289.029447 +117 94007.084883 +118 45901.834723 +119 47137.703915 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ISS,SARIMAX,1.0659494400024414,"108 47590.117188 +109 39712.210938 +110 39712.210938 +111 39712.210938 +112 48933.148438 +113 39721.132812 +114 48905.039062 +115 47590.031250 +116 39721.132812 +117 39721.132812 +118 39721.132812 +119 39721.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ITBI,SARIMAX,1.1164584159851074,"108 16270.521484 +109 36933.398438 +110 12654.772461 +111 36933.398438 +112 13878.822266 +113 54597.050781 +114 12995.607422 +115 72409.281250 +116 43867.183594 +117 14797.265625 +118 14800.473633 +119 20190.591797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,IRRF,XGBoost,1.6355009078979492,"108 181549.156250 +109 124633.765625 +110 124633.765625 +111 124633.328125 +112 124633.765625 +113 124633.765625 +114 124633.765625 +115 124633.765625 +116 124633.765625 +117 124633.765625 +118 124633.765625 +119 181393.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do FPM,SARIMAX,0.9468934535980225,"108 1607559.000 +109 2525025.000 +110 1606202.250 +111 1845755.625 +112 2090820.875 +113 1571127.250 +114 2525025.000 +115 1606202.250 +116 1607559.000 +117 1598933.750 +118 2090820.875 +119 2525025.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,HWES,1.0102970600128174,"108 954231.5000 +109 797187.1250 +110 809260.1250 +111 997104.5625 +112 942800.9375 +113 972813.7500 +114 967052.4375 +115 998584.1875 +116 997104.5625 +117 942800.9375 +118 972813.7500 +119 942800.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,XGBoost,1.852696418762207,"108 106977.250000 +109 68662.609375 +110 106231.875000 +111 106977.250000 +112 114074.320312 +113 52674.011719 +114 28774.906250 +115 12539.228516 +116 12539.228516 +117 7786.673828 +118 6052.170898 +119 114074.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do ITR,XGBoost,1.270216703414917,"107 2036.175781 +108 2405.207520 +109 2405.207520 +110 2012.524902 +111 1878.059814 +112 5843.877930 +113 5836.053711 +114 2034.083374 +115 33233.437500 +116 19568.644531 +117 4441.725098 +118 1049.157959 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,IPTU,AR,1.6693158149719238,"108 1.237878e+05 +109 8.225094e+04 +110 1.234075e+05 +111 1.234130e+05 +112 2.567975e+06 +113 2.567301e+06 +114 2.567975e+06 +115 2.567975e+06 +116 2.567988e+06 +117 2.567988e+06 +118 1.167327e+05 +119 1.234075e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ISS,SARIMAX,0.9740240573883057,"108 693698.9375 +109 693698.9375 +110 693698.9375 +111 694009.8125 +112 693698.9375 +113 694009.8125 +114 694009.8125 +115 694009.8125 +116 693698.9375 +117 693698.9375 +118 694009.8125 +119 694009.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ITBI,SES,0.8272726535797119,"108 77371.179688 +109 80222.046875 +110 62423.156250 +111 79968.054688 +112 85345.171875 +113 80489.492188 +114 80489.492188 +115 109533.648438 +116 65043.179688 +117 59736.484375 +118 72990.429688 +119 82766.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,IRRF,Prophet,0.9355826377868652,"108 579130.375 +109 579222.750 +110 579222.750 +111 579222.750 +112 579222.750 +113 579222.750 +114 579222.750 +115 579222.750 +116 579222.750 +117 579222.750 +118 579222.750 +119 579222.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do FPM,SARIMAX,1.1636483669281006,"108 2701176.25 +109 3654583.50 +110 2258212.25 +111 2695569.25 +112 2094769.00 +113 3654583.50 +114 2704053.25 +115 2258212.25 +116 2253879.00 +117 2000195.00 +118 2700471.00 +119 3654583.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,HWES,0.8238396644592285,"108 2433151.500 +109 2065807.375 +110 2085917.625 +111 2327071.000 +112 2503730.000 +113 2431947.500 +114 2376335.000 +115 2328077.250 +116 2328077.250 +117 2506236.500 +118 2403922.500 +119 2372195.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,MLP,1.410776138305664,"108 1.301105e+06 +109 6.166509e+05 +110 6.176810e+05 +111 1.099980e+06 +112 7.784087e+05 +113 3.330511e+05 +114 3.538077e+05 +115 2.502186e+05 +116 2.270916e+05 +117 1.715590e+05 +118 1.494798e+05 +119 1.652442e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do ITR,HWES,1.0163979530334473,"95 15949.251953 +96 24707.972656 +97 14328.782227 +98 16066.674805 +99 14404.763672 +100 14287.561523 +101 14404.763672 +102 25687.755859 +103 99409.421875 +104 99409.476562 +105 25687.755859 +106 34708.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Transferencias LC 61_1989,HWES,0.7698261737823486,"108 23146.207031 +109 22103.076172 +110 20124.371094 +111 23085.351562 +112 18683.695312 +113 21903.394531 +114 27160.476562 +115 18560.937500 +116 17812.367188 +117 22855.937500 +118 19525.785156 +119 24937.988281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,IPTU,SARIMAX,0.8068082332611084,"101 2452.641357 +102 4265.998047 +103 2258.980469 +104 2494.538086 +105 89431.968750 +106 48993.839844 +107 1990.722778 +108 9511.105469 +109 2278.124512 +110 2497.023438 +111 6068.396484 +112 3559.003906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ISS,XGBoost,1.2203292846679688,"108 88285.062500 +109 75914.304688 +110 75914.304688 +111 75914.304688 +112 80083.359375 +113 75914.304688 +114 80076.734375 +115 80144.070312 +116 75914.304688 +117 75914.304688 +118 75914.304688 +119 75914.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ITBI,XGBoost,1.3509347438812256,"99 16011.168945 +100 10308.559570 +101 9442.877930 +102 9632.769531 +103 2877.555420 +104 17337.853516 +105 2128.731689 +106 9175.157227 +107 10382.304688 +108 14708.924805 +109 11298.610352 +110 11298.610352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,IRRF,XGBoost,0.9392518997192383,"108 104237.851562 +109 90642.515625 +110 104237.851562 +111 104237.851562 +112 104237.851562 +113 104237.851562 +114 104237.851562 +115 90679.507812 +116 104237.851562 +117 90679.507812 +118 104237.851562 +119 104237.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do FPM,SARIMAX,1.1463794708251953,"108 1345693.875 +109 1893768.625 +110 1058054.500 +111 1180832.125 +112 1345716.625 +113 1291414.000 +114 1345908.500 +115 1058054.500 +116 1058054.500 +117 963444.250 +118 1345716.625 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,HWES,0.7175076007843018,"108 563316.62500 +109 481241.12500 +110 487069.40625 +111 545074.87500 +112 538653.00000 +113 516372.31250 +114 545074.87500 +115 524488.06250 +116 524488.06250 +117 524489.81250 +118 538653.00000 +119 514118.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,XGBoost,1.3419857025146484,"106 138512.359375 +107 24017.492188 +108 77150.078125 +109 141712.390625 +110 77150.078125 +111 30689.044922 +112 32487.300781 +113 18798.742188 +114 16323.247070 +115 18179.031250 +116 12462.583984 +117 138369.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ITR,XGBoost,1.274146318435669,"97 172.011429 +98 4698.188965 +99 5714.217285 +100 5763.453125 +101 23634.136719 +102 26728.890625 +103 26728.890625 +104 26632.867188 +105 9448.495117 +106 26054.501953 +107 26710.478516 +108 26778.134766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Transferencias LC 61_1989,XGBoost,1.004530668258667,"108 4650.175293 +109 4912.565430 +110 4320.739258 +111 4267.512207 +112 4275.665527 +113 4425.758301 +114 4366.720703 +115 4338.475098 +116 4061.953613 +117 4590.194336 +118 5127.937988 +119 4931.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,SARIMAX,1.793569564819336,"96 17592.001953 +97 71616.000000 +98 91424.289062 +99 83134.195312 +100 82935.640625 +101 83344.234375 +102 98223.585938 +103 130554.375000 +104 130561.195312 +105 130528.601562 +106 129870.390625 +107 83134.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ISS,XGBoost,1.2097537517547607,"108 30588.839844 +109 30396.623047 +110 29855.845703 +111 30396.623047 +112 29855.845703 +113 30416.548828 +114 29496.621094 +115 29488.638672 +116 29508.564453 +117 30381.808594 +118 28276.185547 +119 28332.521484 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,XGBoost,0.938509464263916,"107 1564.298462 +108 5977.713379 +109 4134.189453 +110 8648.338867 +111 2993.329590 +112 6595.163574 +113 4648.818848 +114 6709.879883 +115 7584.115723 +116 4934.516602 +117 6567.007812 +118 6420.854004 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,IRRF,XGBoost,1.089895486831665,"108 105754.273438 +109 105754.257812 +110 105754.257812 +111 183236.125000 +112 105754.257812 +113 105754.257812 +114 105754.273438 +115 105754.273438 +116 105754.273438 +117 105754.257812 +118 105754.257812 +119 183236.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do FPM,SARIMAX,0.9532821178436279,"108 1660138.500 +109 1791517.500 +110 1463416.875 +111 1556279.000 +112 1780655.750 +113 1556180.500 +114 1780655.750 +115 1463416.875 +116 1463457.500 +117 1435111.375 +118 1780655.750 +119 1791517.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,HWES,0.7246997356414795,"108 778996.6875 +109 668475.4375 +110 669984.4375 +111 674907.6250 +112 757938.1250 +113 704980.6875 +114 674907.6250 +115 757873.9375 +116 757873.9375 +117 753356.0000 +118 704200.8750 +119 753356.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,MLP,1.4310863018035889,"108 176887.459617 +109 40338.183925 +110 42710.155936 +111 91387.719093 +112 76154.567941 +113 31473.942308 +114 23533.488103 +115 25928.811715 +116 20341.540644 +117 21646.014523 +118 21461.292256 +119 200749.473047 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ITR,AR,1.2479143142700195,"77 183.031235 +78 175.012375 +79 1894.262451 +80 3629.781738 +81 4672.167480 +82 7442.425781 +83 7442.151367 +84 7439.138672 +85 7439.107910 +86 7445.465820 +87 7437.747559 +88 7439.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Transferencias LC 61_1989,SARIMAX,0.968827486038208,"60 5865.842773 +61 6050.177734 +62 7054.860840 +63 6429.339844 +64 7054.665039 +65 6827.017578 +66 9647.379883 +67 7054.665039 +68 6476.722656 +69 5868.617188 +70 7076.809082 +71 6931.686523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,IPTU,AR,2.2216365337371826,"106 69870.828125 +107 70133.859375 +108 70038.859375 +109 71791.453125 +110 76061.398438 +111 76073.398438 +112 45571.273438 +113 46101.140625 +114 46476.828125 +115 43924.761719 +116 107741.742188 +117 46494.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ISS,MLP,0.9629385471343994,"108 110516.891383 +109 118386.889488 +110 62600.349613 +111 63513.906026 +112 89294.311781 +113 71563.720414 +114 66794.633650 +115 71507.483426 +116 115161.506419 +117 75666.315407 +118 81013.830832 +119 47549.076695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ITBI,SES,0.8187246322631836,"108 53191.773438 +109 140812.109375 +110 36721.828125 +111 46292.296875 +112 62452.105469 +113 36804.996094 +114 45484.027344 +115 52171.000000 +116 51716.609375 +117 74669.000000 +118 67823.281250 +119 42504.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,IRRF,SARIMAX,1.107708215713501,"108 305502.93750 +109 304300.84375 +110 308970.18750 +111 308963.15625 +112 308970.18750 +113 308970.18750 +114 308963.15625 +115 317098.34375 +116 341303.96875 +117 317098.34375 +118 317098.34375 +119 341303.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do FPM,SARIMAX,0.857550859451294,"108 1746907.125 +109 2525024.250 +110 1485121.625 +111 1499374.625 +112 1746907.125 +113 1731960.000 +114 1907527.125 +115 1485121.625 +116 1485859.125 +117 1468437.875 +118 1746907.125 +119 2525024.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,HWES,0.720937967300415,"108 2052861.125 +109 2008958.625 +110 1922863.875 +111 2371837.750 +112 2364188.250 +113 2037336.750 +114 2056907.250 +115 2362938.750 +116 2362938.750 +117 2362938.750 +118 2362938.750 +119 2364188.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,MLP,1.4467475414276123,"99 184015.047358 +100 316309.974391 +101 349982.685741 +102 287775.820574 +103 308364.009427 +104 293201.653031 +105 208655.340613 +106 210882.719240 +107 217796.173041 +108 216599.664738 +109 228321.717871 +110 332517.344578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do ITR,XGBoost,1.1593968868255615,"36 76001.078125 +37 7034.113770 +38 7034.113770 +39 9964.331055 +40 6047.538086 +41 9964.331055 +42 9964.331055 +43 6047.538086 +44 109370.039062 +45 993537.937500 +46 92336.375000 +47 109368.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Transferencias LC 61_1989,XGBoost,0.7304084300994873,"108 19639.138672 +109 18239.167969 +110 20026.011719 +111 22825.603516 +112 20538.521484 +113 19918.599609 +114 20300.882812 +115 20907.261719 +116 20427.021484 +117 20842.189453 +118 19874.875000 +119 21366.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,Prophet,2.1249592304229736,"105 8314.148438 +106 4339.927734 +107 4107.253906 +108 59035.351562 +109 225510.796875 +110 46780.835938 +111 46786.296875 +112 50912.320312 +113 -245.932434 +114 -286.497986 +115 12808.141602 +116 -134.770355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,SARIMAX,1.0988843441009521,"108 177206.937500 +109 173601.859375 +110 173599.218750 +111 177206.453125 +112 177206.937500 +113 177206.453125 +114 177206.062500 +115 177335.640625 +116 177335.640625 +117 177335.640625 +118 177206.453125 +119 177206.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,MLP,0.8455624580383301,"108 28413.362845 +109 29635.872998 +110 28627.385727 +111 27908.866709 +112 24646.465050 +113 30560.705738 +114 15822.625550 +115 20239.651100 +116 22378.858717 +117 19467.306397 +118 21559.296914 +119 21459.233669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,IRRF,SARIMAX,1.0839283466339111,"107 159767.140625 +108 159859.109375 +109 159859.109375 +110 159859.109375 +111 159859.109375 +112 159859.109375 +113 159859.109375 +114 159859.109375 +115 159859.109375 +116 159859.109375 +117 159859.109375 +118 159859.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do FPM,SARIMAX,0.752587080001831,"108 1688752.125 +109 1893768.625 +110 1688752.125 +111 1689609.750 +112 1893360.000 +113 1892498.250 +114 1893768.625 +115 1688752.125 +116 1688752.125 +117 1626797.125 +118 1893360.000 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,HWES,2.528507947921753,"108 1.003265e+06 +109 9.605227e+05 +110 1.060882e+06 +111 1.081906e+06 +112 1.078334e+06 +113 1.042801e+06 +114 1.081297e+06 +115 1.081906e+06 +116 1.081906e+06 +117 1.081906e+06 +118 1.078334e+06 +119 1.079908e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,MLP,1.3244919776916504,"108 439335.576153 +109 131117.559619 +110 221306.002339 +111 258678.943280 +112 188106.282246 +113 88875.973399 +114 64501.753038 +115 60287.651809 +116 58536.267642 +117 46189.986032 +118 44932.083730 +119 431601.980050 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ITR,AR,1.190469741821289,"97 421.030090 +98 452.567566 +99 430.652740 +100 490.803986 +101 369.397308 +102 456.647247 +103 464.406311 +104 369.818604 +105 534.658325 +106 1288.911865 +107 91.107910 +108 -7.460154 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Transferencias LC 61_1989,XGBoost,0.7232294082641602,"60 8724.455078 +61 9140.868164 +62 9980.087891 +63 8724.538086 +64 8846.849609 +65 8794.433594 +66 8794.433594 +67 9765.308594 +68 9014.245117 +69 6062.033203 +70 8794.481445 +71 5248.549805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,IPTU,MLP,1.693833589553833,"105 16536.520174 +106 22338.164490 +107 118179.764172 +108 63245.249939 +109 36866.236700 +110 26602.791499 +111 26313.587037 +112 18363.207828 +113 14483.868645 +114 16424.539524 +115 20013.321592 +116 20536.530182 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ISS,Prophet,0.6352987289428711,"108 47317.734375 +109 48055.664062 +110 35366.601562 +111 47582.843750 +112 49137.203125 +113 47601.015625 +114 46869.265625 +115 47137.015625 +116 47606.406250 +117 34345.062500 +118 37478.148438 +119 55201.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ITBI,XGBoost,1.0782227516174316,"108 36083.464844 +109 19714.916016 +110 18082.078125 +111 36073.015625 +112 44044.914062 +113 18350.847656 +114 44248.503906 +115 31045.259766 +116 24901.255859 +117 13325.216797 +118 12602.846680 +119 12602.846680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,IRRF,AR,2.0529189109802246,"108 155352.953125 +109 92110.289062 +110 92906.898438 +111 94993.875000 +112 94993.875000 +113 92906.898438 +114 94075.390625 +115 92802.929688 +116 94993.875000 +117 94075.390625 +118 94993.875000 +119 87915.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do FPM,SARIMAX,0.80859375,"108 1359285.500 +109 1893768.875 +110 1067410.000 +111 1169506.750 +112 1359285.500 +113 1363410.125 +114 1359285.500 +115 1067410.000 +116 1067579.000 +117 985270.625 +118 1359285.500 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,HWES,0.7923839092254639,"108 706625.0625 +109 595120.3125 +110 595717.3750 +111 708408.9375 +112 740498.0625 +113 716359.8125 +114 708408.9375 +115 740487.0625 +116 740487.0625 +117 707930.3125 +118 716368.9375 +119 707930.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,XGBoost,3.562913656234741,"108 140674.484375 +109 76659.437500 +110 105273.726562 +111 191806.218750 +112 151114.640625 +113 68753.609375 +114 51897.312500 +115 22893.017578 +116 48478.320312 +117 22893.023438 +118 21323.347656 +119 162206.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ITR,AR,1.290071725845337,"107 14547.258789 +108 8764.666992 +109 8797.658203 +110 8726.014648 +111 8792.663086 +112 8765.988281 +113 8913.060547 +114 8802.432617 +115 6436.533203 +116 40652.207031 +117 16780.193359 +118 17999.130859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Transferencias LC 61_1989,HWES,0.8706345558166504,"60 6169.342285 +61 6194.831543 +62 6054.642578 +63 6052.795898 +64 6057.984375 +65 6911.601074 +66 5048.448242 +67 6665.966309 +68 6664.205566 +69 5999.131348 +70 6662.601074 +71 5974.508301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,IPTU,MLP,1.4876410961151123,"108 1.258274e+05 +109 3.460413e+05 +110 1.606803e+06 +111 2.754059e+05 +112 2.901342e+05 +113 2.854336e+05 +114 2.706775e+05 +115 2.972794e+05 +116 2.275595e+05 +117 2.692436e+05 +118 2.470764e+05 +119 2.683024e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ISS,XGBoost,0.7840592861175537,"108 260875.093750 +109 261296.468750 +110 263084.562500 +111 258922.328125 +112 258922.328125 +113 258594.234375 +114 258594.234375 +115 263152.968750 +116 261067.843750 +117 255749.656250 +118 259552.734375 +119 258594.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ITBI,HWES,0.8272838592529297,"108 123783.281250 +109 107189.398438 +110 115702.000000 +111 118720.742188 +112 172162.625000 +113 162144.484375 +114 162559.781250 +115 195979.031250 +116 172034.296875 +117 172092.078125 +118 167411.000000 +119 162559.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,IRRF,SARIMAX,0.7116446495056152,"108 121260.765625 +109 194615.359375 +110 121420.867188 +111 121420.914062 +112 121419.492188 +113 121348.117188 +114 121348.117188 +115 121348.117188 +116 121348.117188 +117 121348.117188 +118 121348.117188 +119 206813.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do FPM,SARIMAX,0.9252724647521973,"108 2125250.750 +109 3786334.750 +110 2067292.625 +111 2222942.250 +112 2491369.500 +113 2514213.750 +114 3786334.750 +115 2046931.625 +116 2114169.000 +117 2038785.000 +118 2491369.500 +119 3786334.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,HWES,0.7943887710571289,"108 1820487.250 +109 1833346.375 +110 1833076.000 +111 1820487.250 +112 1820258.625 +113 1824016.625 +114 1820487.250 +115 1825273.250 +116 1825273.250 +117 1820258.625 +118 1820487.250 +119 1820246.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,MLP,1.9208714962005615,"104 593054.065847 +105 195206.399126 +106 236255.474530 +107 334813.384759 +108 328087.376658 +109 181973.001050 +110 158243.015854 +111 110943.701071 +112 107203.273019 +113 113608.083092 +114 102326.182201 +115 361776.821905 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do ITR,SARIMAX,1.6921639442443848,"107 133133.781250 +108 15568.524414 +109 24626.128906 +110 20212.707031 +111 15568.524414 +112 25547.246094 +113 24108.111328 +114 16239.247070 +115 20212.707031 +116 734458.000000 +117 142871.750000 +118 133135.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Transferencias LC 61_1989,XGBoost,1.2975177764892578,"108 12465.583008 +109 11532.904297 +110 11657.478516 +111 13069.624023 +112 12153.492188 +113 12158.847656 +114 13172.758789 +115 12049.053711 +116 12903.071289 +117 12336.675781 +118 11632.252930 +119 12840.003906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,IPTU,XGBoost,1.1243796348571777,"91 11734.132812 +92 96439.203125 +93 118241.125000 +94 12437.927734 +95 18822.107422 +96 12964.796875 +97 12436.067383 +98 12985.129883 +99 11532.550781 +100 15007.450195 +101 8627.787109 +102 9713.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ISS,Prophet,1.3181934356689453,"92 174610.671875 +93 174621.015625 +94 174621.015625 +95 136370.968750 +96 138235.484375 +97 136424.312500 +98 136370.968750 +99 141498.406250 +100 136370.968750 +101 136370.968750 +102 136370.968750 +103 136523.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ITBI,XGBoost,0.9718532562255859,"92 14070.991211 +93 20238.849609 +94 20421.357422 +95 16861.894531 +96 26949.919922 +97 27480.167969 +98 27188.625000 +99 29505.154297 +100 23732.355469 +101 27934.835938 +102 26037.863281 +103 14303.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,IRRF,SARIMAX,0.9273402690887451,"92 67077.492188 +93 65523.476562 +94 65523.476562 +95 65523.476562 +96 67077.492188 +97 65523.476562 +98 65523.476562 +99 67077.492188 +100 67077.492188 +101 67077.492188 +102 65523.476562 +103 112127.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do FPM,MLP,0.7430555820465088,"92 1.102441e+06 +93 1.107251e+06 +94 1.067919e+06 +95 1.077118e+06 +96 1.078813e+06 +97 1.069216e+06 +98 1.071722e+06 +99 1.042119e+06 +100 1.046542e+06 +101 1.048157e+06 +102 1.061510e+06 +103 1.069910e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,SES,0.7771496772766113,"92 769469.8125 +93 714798.8750 +94 710319.5000 +95 677440.8750 +96 677686.5000 +97 740636.8125 +98 699355.1250 +99 677440.8750 +100 677440.8750 +101 680584.7500 +102 740884.0000 +103 656276.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,MLP,1.2516663074493408,"92 226463.923993 +93 92156.383984 +94 85092.198843 +95 128870.712283 +96 161441.309532 +97 72514.278025 +98 59294.659524 +99 58227.816739 +100 51706.906983 +101 47608.109706 +102 47462.299494 +103 153186.838591 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do ITR,HWES,0.861663818359375,"59 753.923401 +60 51852.007812 +61 51852.484375 +62 1514.192261 +63 1514.192261 +64 51970.082031 +65 1598.764282 +66 1577.248169 +67 18458.898438 +68 17660.435547 +69 2678.095947 +70 1586.072754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Transferencias LC 61_1989,XGBoost,1.2455615997314453,"92 5221.543457 +93 7376.807129 +94 6109.473145 +95 5886.978027 +96 5796.204102 +97 5845.269043 +98 6229.546387 +99 5606.570801 +100 6027.729980 +101 4128.251465 +102 7435.258789 +103 6446.015137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,IPTU,HWES,0.7732639312744141,"70 1670.364746 +71 1678.485962 +72 1692.162231 +73 680.611511 +74 1188.189575 +75 1277.692993 +76 2572.281982 +77 1553.799194 +78 1562.308716 +79 26256.425781 +80 1293.215820 +81 7708.598633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.6287744045257568,"108 18596.431641 +109 10905.399414 +110 15889.291992 +111 13431.795898 +112 12879.686523 +113 13431.795898 +114 15438.802734 +115 15433.543945 +116 15449.574219 +117 15449.574219 +118 15438.802734 +119 15507.389648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ITBI,XGBoost,1.4142842292785645,"102 12101.693359 +103 9225.954102 +104 9148.442383 +105 8539.784180 +106 9267.404297 +107 9503.643555 +108 10111.794922 +109 9467.730469 +110 9251.728516 +111 9120.917969 +112 9394.169922 +113 3797.040283 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,IRRF,SARIMAX,1.019728183746338,"105 44179.566406 +106 44179.566406 +107 64217.437500 +108 44179.566406 +109 44141.921875 +110 44179.566406 +111 44179.566406 +112 44179.566406 +113 44141.921875 +114 44141.921875 +115 44141.921875 +116 64217.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do FPM,SARIMAX,0.8502485752105713,"108 1.402259e+06 +109 1.893518e+06 +110 1.084480e+06 +111 1.159058e+06 +112 1.607202e+06 +113 1.160829e+06 +114 1.607202e+06 +115 1.084480e+06 +116 1.084480e+06 +117 9.481352e+05 +118 1.607202e+06 +119 1.893518e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,HWES,0.8774163722991943,"108 352478.56250 +109 267022.90625 +110 303049.12500 +111 347459.21875 +112 369482.81250 +113 352332.31250 +114 362908.31250 +115 359500.62500 +116 359500.43750 +117 365940.81250 +118 363321.68750 +119 356798.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0008230209350586,"105 46666.285156 +106 46479.390625 +107 53264.847656 +108 59317.894531 +109 59504.789062 +110 43033.796875 +111 44041.917969 +112 43033.796875 +113 43501.410156 +114 43029.738281 +115 42697.523438 +116 59504.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ITR,AR,1.1264548301696777,"91 1810.560547 +92 2416.317627 +93 18467.634766 +94 19645.740234 +95 19592.980469 +96 19645.740234 +97 19925.597656 +98 20073.210938 +99 54729.546875 +100 3889.929199 +101 19925.597656 +102 19925.597656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9638080596923828,"60 2743.749512 +61 3054.298096 +62 2740.590820 +63 2743.749512 +64 3501.118164 +65 3499.033203 +66 2774.755615 +67 3499.033203 +68 2869.552246 +69 2733.122803 +70 3499.033203 +71 2702.245361 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,IPTU,XGBoost,2.113953113555908,"107 174357.328125 +108 20381.363281 +109 19355.267578 +110 20502.375000 +111 21212.148438 +112 11526.043945 +113 6013.979004 +114 17777.873047 +115 17724.599609 +116 17727.277344 +117 17593.046875 +118 17593.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ISS,HWES,1.214308500289917,"108 42221.156250 +109 41572.410156 +110 44931.710938 +111 42214.601562 +112 42221.164062 +113 44979.187500 +114 40983.203125 +115 42214.601562 +116 44458.320312 +117 42331.218750 +118 41369.417969 +119 42305.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ITBI,SES,1.146735668182373,"105 4212.152832 +106 10369.797852 +107 22154.537109 +108 10683.968750 +109 13559.371094 +110 16924.791016 +111 15709.286133 +112 17111.488281 +113 12963.246094 +114 15671.818359 +115 6767.342285 +116 10445.357422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,IRRF,Prophet,0.8103437423706055,"108 120596.945312 +109 80058.875000 +110 80058.523438 +111 80058.875000 +112 80058.875000 +113 80058.523438 +114 82128.898438 +115 80058.875000 +116 80058.875000 +117 80058.875000 +118 80058.875000 +119 80058.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do FPM,SARIMAX,1.0978848934173584,"108 1.337610e+06 +109 1.893769e+06 +110 1.065896e+06 +111 1.167932e+06 +112 1.337610e+06 +113 1.336084e+06 +114 1.337610e+06 +115 1.065896e+06 +116 1.066939e+06 +117 9.989586e+05 +118 1.337610e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,HWES,0.6913635730743408,"108 2282089.50 +109 2270539.00 +110 2272987.25 +111 2287129.50 +112 2287316.00 +113 2282089.50 +114 2287527.50 +115 2287527.50 +116 2287527.50 +117 2287527.50 +118 2287314.00 +119 2287314.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,MLP,1.619753122329712,"108 301078.097117 +109 42197.479014 +110 64711.623493 +111 163534.172623 +112 76801.988654 +113 32205.938763 +114 43820.884204 +115 40512.931682 +116 27490.754795 +117 26583.647265 +118 26311.887585 +119 247081.885839 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do ITR,XGBoost,1.265974998474121,"84 216.633820 +85 220.731339 +86 2158.569824 +87 2862.212158 +88 3535.990967 +89 2998.906494 +90 676.166504 +91 3999.991699 +92 2167.079590 +93 2172.892334 +94 3999.991699 +95 3988.490967 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Transferencias LC 61_1989,SES,0.8487443923950195,"108 16467.937500 +109 13925.310547 +110 14583.093750 +111 13098.931641 +112 15133.367188 +113 16125.089844 +114 16154.127930 +115 14067.259766 +116 14228.042969 +117 15178.966797 +118 16074.261719 +119 15934.220703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,IPTU,SARIMAX,1.1088697910308838,"89 2532.550049 +90 55613.171875 +91 110413.820312 +92 61074.656250 +93 1453.211060 +94 1853.466797 +95 1451.249146 +96 1240.614136 +97 1371.562744 +98 1453.211060 +99 571.013855 +100 2722.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ISS,XGBoost,1.002533197402954,"108 24196.914062 +109 23059.136719 +110 24196.914062 +111 23826.148438 +112 24196.914062 +113 24196.914062 +114 23826.148438 +115 23826.148438 +116 23826.148438 +117 25569.242188 +118 25997.867188 +119 26153.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ITBI,SES,1.360581874847412,"103 24623.734375 +104 28304.380859 +105 17451.210938 +106 24786.597656 +107 18425.660156 +108 17269.982422 +109 16980.449219 +110 18301.173828 +111 19127.015625 +112 18172.828125 +113 17267.888672 +114 18290.462891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,IRRF,Prophet,0.9596459865570068,"108 49755.339844 +109 49747.937500 +110 49755.339844 +111 49747.937500 +112 49747.937500 +113 49747.937500 +114 49747.937500 +115 49747.937500 +116 49747.937500 +117 49755.339844 +118 49747.937500 +119 49755.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do FPM,SARIMAX,0.7407612800598145,"108 1.314072e+06 +109 1.893768e+06 +110 1.131056e+06 +111 1.203236e+06 +112 1.317554e+06 +113 1.314800e+06 +114 1.317554e+06 +115 1.131056e+06 +116 1.131762e+06 +117 1.016794e+06 +118 1.314072e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,HWES,0.8313424587249756,"108 406463.84375 +109 393570.03125 +110 390992.00000 +111 425217.12500 +112 376172.59375 +113 406463.84375 +114 408397.25000 +115 426131.81250 +116 426131.81250 +117 376172.59375 +118 406463.84375 +119 376172.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,XGBoost,1.2967031002044678,"108 80744.468750 +109 36126.828125 +110 35705.546875 +111 62333.335938 +112 63624.218750 +113 26886.849609 +114 24049.750000 +115 18764.183594 +116 8622.701172 +117 9865.709961 +118 14009.624023 +119 115061.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ITR,XGBoost,0.8992142677307129,"72 165.427444 +73 162.821167 +74 28.959410 +75 24.392485 +76 25.282890 +77 28.490284 +78 222.953674 +79 205.644135 +80 38.143192 +81 55.389847 +82 44.208851 +83 66.263916 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Transferencias LC 61_1989,AR,1.206296443939209,"108 3751.640869 +109 3447.068115 +110 3653.924561 +111 4076.839844 +112 4099.296875 +113 4431.870605 +114 4425.654785 +115 4198.192871 +116 4092.952148 +117 3883.674072 +118 4161.812012 +119 4370.389160 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,IPTU,MLP,2.411649465560913,"102 65906.614429 +103 71586.385919 +104 80775.286885 +105 87416.719449 +106 146407.953358 +107 176587.742429 +108 215271.593637 +109 438475.954042 +110 100235.887168 +111 104481.533349 +112 112792.328488 +113 129448.395580 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ISS,SARIMAX,1.4790306091308594,"108 93180.234375 +109 93180.234375 +110 79509.187500 +111 83154.679688 +112 93046.632812 +113 79495.875000 +114 81221.648438 +115 81691.609375 +116 79509.187500 +117 79509.187500 +118 79509.187500 +119 83154.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ITBI,HWES,0.7530844211578369,"108 50547.621094 +109 48236.003906 +110 49889.351562 +111 55774.171875 +112 52954.945312 +113 40347.121094 +114 55701.253906 +115 55584.589844 +116 39732.203125 +117 55032.351562 +118 35650.488281 +119 43479.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,IRRF,XGBoost,0.8796226978302002,"108 163574.140625 +109 137422.890625 +110 137422.890625 +111 137465.312500 +112 137422.890625 +113 137422.890625 +114 99816.460938 +115 99438.523438 +116 137422.890625 +117 137422.890625 +118 137422.890625 +119 137467.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do FPM,SARIMAX,0.8090629577636719,"108 1387303.500 +109 1893768.625 +110 1063770.375 +111 1129169.000 +112 1387300.375 +113 1329720.500 +114 1387295.625 +115 1063770.375 +116 1064450.375 +117 1003081.000 +118 1387300.375 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,HWES,0.6793129444122314,"108 1115512.750 +109 1129293.500 +110 1130248.625 +111 1204064.625 +112 1232209.375 +113 1099656.375 +114 1288517.500 +115 1237004.750 +116 1237004.750 +117 1268454.750 +118 1146391.250 +119 1268454.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,MLP,1.9218130111694336,"108 557412.841830 +109 176625.236073 +110 173918.543971 +111 358359.635967 +112 291441.870644 +113 115704.924411 +114 107325.548873 +115 69991.581375 +116 69385.617719 +117 47898.720734 +118 44396.855141 +119 325249.987480 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ITR,XGBoost,1.179290771484375,"85 1217.317871 +86 1318.345215 +87 1343.341309 +88 28808.263672 +89 2821.639893 +90 30797.000000 +91 2983.396973 +92 31201.089844 +93 28418.453125 +94 35363.164062 +95 30671.691406 +96 31201.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Transferencias LC 61_1989,XGBoost,1.4547507762908936,"108 11120.693359 +109 10835.597656 +110 10782.006836 +111 11241.867188 +112 10927.188477 +113 10968.766602 +114 11076.041016 +115 11031.893555 +116 11166.386719 +117 11101.552734 +118 10714.726562 +119 11685.373047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,AR,1.5767359733581543,"105 5960.816406 +106 4668.283691 +107 65295.175781 +108 13028.896484 +109 13313.746094 +110 68317.976562 +111 8371.373047 +112 6535.650391 +113 8009.754395 +114 7186.229492 +115 7656.760742 +116 7333.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,SARIMAX,1.2766618728637695,"108 22425.066406 +109 21591.851562 +110 21159.712891 +111 20880.634766 +112 20885.238281 +113 22935.826172 +114 22935.826172 +115 21887.535156 +116 21887.535156 +117 22398.996094 +118 22425.066406 +119 21887.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,SES,1.0111117362976074,"106 18978.783203 +107 26740.830078 +108 27816.169922 +109 29259.095703 +110 29892.833984 +111 12482.413086 +112 12482.413086 +113 21005.152344 +114 29892.833984 +115 28849.607422 +116 25488.742188 +117 12482.413086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,IRRF,AR,1.9120519161224365,"108 101767.171875 +109 94227.273438 +110 101767.171875 +111 101767.171875 +112 101767.171875 +113 101767.171875 +114 101767.171875 +115 101767.171875 +116 101767.171875 +117 128606.953125 +118 101767.171875 +119 128607.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do FPM,SARIMAX,1.157362461090088,"108 1334420.250 +109 1893768.500 +110 1059246.500 +111 1182888.750 +112 1334420.250 +113 1288493.250 +114 1334420.250 +115 1059246.500 +116 1059246.500 +117 964838.375 +118 1334420.250 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,HWES,0.8084800243377686,"108 848667.7500 +109 700710.9375 +110 700610.6250 +111 865266.0625 +112 873869.6250 +113 838526.1250 +114 848549.5000 +115 868262.9375 +116 868329.6250 +117 873869.6250 +118 848667.7500 +119 873869.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,XGBoost,0.9110691547393799,"108 59649.242188 +109 35264.992188 +110 59015.730469 +111 59625.695312 +112 58430.691406 +113 41440.867188 +114 16504.248047 +115 16388.730469 +116 15090.931641 +117 16388.730469 +118 11950.048828 +119 47316.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ITR,AR,1.592853307723999,"94 42.500450 +95 41.873302 +96 41.873302 +97 194.517059 +98 42.513092 +99 43.473640 +100 145.012604 +101 199.801270 +102 143.439774 +103 239.113449 +104 54.786003 +105 54.934124 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Transferencias LC 61_1989,AR,0.9953515529632568,"108 6263.290527 +109 5799.981934 +110 6135.945801 +111 7042.894043 +112 7538.062012 +113 7540.911133 +114 6782.259277 +115 7104.171875 +116 7855.670410 +117 6284.499512 +118 7130.430664 +119 6417.926758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,IPTU,MLP,1.3484692573547363,"98 29390.221219 +99 29067.622076 +100 32356.084225 +101 145760.023526 +102 147200.481199 +103 51586.045441 +104 49000.220952 +105 41229.514819 +106 35600.418724 +107 37600.453174 +108 43976.672033 +109 34806.385857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ISS,SARIMAX,0.8612654209136963,"108 112731.484375 +109 103396.484375 +110 108682.031250 +111 125125.781250 +112 122929.765625 +113 121452.031250 +114 122929.765625 +115 121459.218750 +116 122929.765625 +117 122929.765625 +118 109913.296875 +119 109913.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ITBI,SES,1.7041215896606445,"108 9595.109375 +109 10428.125977 +110 10230.723633 +111 10121.780273 +112 10799.318359 +113 11514.159180 +114 8907.251953 +115 10157.794922 +116 11895.607422 +117 11473.640625 +118 11151.833008 +119 10447.702148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,IRRF,AR,0.9649364948272705,"108 83740.898438 +109 69278.859375 +110 69575.968750 +111 83740.898438 +112 83740.898438 +113 83740.898438 +114 83740.898438 +115 83740.898438 +116 83740.898438 +117 83740.898438 +118 105019.023438 +119 83740.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do FPM,SARIMAX,0.7524914741516113,"108 1.317727e+06 +109 1.887951e+06 +110 1.075752e+06 +111 1.194092e+06 +112 1.317735e+06 +113 1.305250e+06 +114 1.317735e+06 +115 1.075752e+06 +116 1.077087e+06 +117 1.008631e+06 +118 1.317735e+06 +119 1.887951e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,HWES,0.8429257869720459,"108 540967.4375 +109 495473.1250 +110 490874.9375 +111 534770.3750 +112 543238.3750 +113 515642.3750 +114 554258.1250 +115 534770.3750 +116 534770.3750 +117 534770.3750 +118 543238.3750 +119 530901.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,MLP,2.4809391498565674,"108 193357.847484 +109 57753.202971 +110 120002.842179 +111 164994.347656 +112 110989.600290 +113 44529.765417 +114 43665.042330 +115 42376.179964 +116 38775.174397 +117 34787.641282 +118 30756.352147 +119 125876.137601 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ITR,SARIMAX,1.3605420589447021,"76 -130.267731 +77 11338.482422 +78 9486.733398 +79 176.281555 +80 183.036987 +81 -128.765045 +82 20357.396484 +83 178.432922 +84 -126.846176 +85 -125.509186 +86 11335.202148 +87 208.613464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Transferencias LC 61_1989,XGBoost,0.8207764625549316,"48 4585.470215 +49 4766.082031 +50 4324.235840 +51 4731.714844 +52 4324.235840 +53 4064.051270 +54 4059.236572 +55 4324.235840 +56 4509.684082 +57 4335.748047 +58 4059.235596 +59 4590.907715 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.635216236114502,"96 7043.154785 +97 7585.186035 +98 7526.959473 +99 7134.201660 +100 10159.631836 +101 42645.054688 +102 92080.882812 +103 125703.687500 +104 27762.234375 +105 10943.513672 +106 11403.921875 +107 11436.901367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ISS,SARIMAX,0.8371703624725342,"96 30175.035156 +97 32751.019531 +98 31067.750000 +99 32751.019531 +100 32751.019531 +101 31067.750000 +102 30639.691406 +103 54183.859375 +104 54189.132812 +105 54189.132812 +106 54183.859375 +107 54189.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ITBI,XGBoost,1.1613197326660156,"96 27371.244141 +97 23813.505859 +98 24170.767578 +99 23989.400391 +100 23812.611328 +101 23484.980469 +102 21894.699219 +103 24565.976562 +104 24172.236328 +105 18905.919922 +106 18905.919922 +107 17397.900391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,IRRF,MLP,1.2036874294281006,"96 50935.235238 +97 51291.785938 +98 45172.820906 +99 46633.691792 +100 44418.735802 +101 49182.235320 +102 39590.775635 +103 40429.443228 +104 40056.443948 +105 44067.499502 +106 34226.866303 +107 26660.504856 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do FPM,XGBoost,1.068908452987671,"96 1.208786e+06 +97 1.425384e+06 +98 1.047072e+06 +99 1.208786e+06 +100 1.425384e+06 +101 1.247742e+06 +102 1.119534e+06 +103 1.247742e+06 +104 1.047072e+06 +105 1.119534e+06 +106 1.425384e+06 +107 1.425384e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,Prophet,0.7540750503540039,"96 494736.0000 +97 512315.8125 +98 519386.1875 +99 507812.5000 +100 524639.7500 +101 504886.0000 +102 504886.0000 +103 512179.2500 +104 504886.0000 +105 495848.4375 +106 545529.2500 +107 519386.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,AR,1.9641432762145996,"96 199255.406250 +97 78982.617188 +98 82353.750000 +99 199230.687500 +100 82353.750000 +101 65808.062500 +102 65650.179688 +103 65650.179688 +104 64190.976562 +105 64399.316406 +106 63822.699219 +107 199255.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do ITR,SARIMAX,0.9112198352813721,"92 150.510727 +93 136.639343 +94 278.560181 +95 65.560829 +96 183.024429 +97 95.806107 +98 95.806458 +99 308.761017 +100 3188.256104 +101 4244.226562 +102 18.995504 +103 170.630417 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,IPTU,SARIMAX,0.943967342376709,"108 13557.902344 +109 18619.642578 +110 39049.855469 +111 149958.515625 +112 12332.865234 +113 8353.879883 +114 12538.296875 +115 8346.883789 +116 12345.058594 +117 8354.659180 +118 5750.586914 +119 10731.090820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ISS,HWES,1.128718376159668,"108 31097.322266 +109 45790.515625 +110 47462.480469 +111 47462.550781 +112 46407.492188 +113 47462.398438 +114 47462.550781 +115 49590.046875 +116 47462.480469 +117 38308.886719 +118 47462.480469 +119 38308.886719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ITBI,HWES,1.065352201461792,"104 6743.584473 +105 3652.183350 +106 4142.618164 +107 5773.680664 +108 5716.387207 +109 5618.978027 +110 4717.847168 +111 3982.621582 +112 3905.927490 +113 3383.568115 +114 1770.377441 +115 4352.342773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,IRRF,SARIMAX,0.8862535953521729,"108 80558.140625 +109 56640.621094 +110 78462.648438 +111 80558.140625 +112 114202.593750 +113 56640.621094 +114 76886.984375 +115 114202.828125 +116 80558.140625 +117 114202.828125 +118 69857.929688 +119 114211.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do FPM,SARIMAX,1.733306884765625,"108 1366675.875 +109 1893768.750 +110 1118795.125 +111 1265949.250 +112 1366737.750 +113 1295841.250 +114 1366737.750 +115 1118795.125 +116 1118795.125 +117 994771.500 +118 1366737.750 +119 1893768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,HWES,1.0659680366516113,"108 532575.31250 +109 479813.90625 +110 489652.21875 +111 530839.37500 +112 534262.25000 +113 504363.75000 +114 545115.87500 +115 561983.31250 +116 553204.62500 +117 551970.56250 +118 499745.25000 +119 570548.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,SARIMAX,1.889024019241333,"108 125557.585938 +109 48985.847656 +110 76602.570312 +111 141551.500000 +112 75304.554688 +113 46716.339844 +114 30452.443359 +115 19353.382812 +116 5986.125000 +117 9077.317383 +118 10369.743164 +119 159538.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ITR,XGBoost,1.1276545524597168,"80 82.399666 +81 168.064484 +82 225.506927 +83 206.436447 +84 353.050995 +85 196.124512 +86 151.754059 +87 250.459656 +88 112.092056 +89 48.881523 +90 239.929352 +91 161.624695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Transferencias LC 61_1989,XGBoost,1.3157472610473633,"96 4619.801758 +97 4993.331543 +98 4944.757324 +99 4511.979980 +100 4646.405273 +101 4510.227539 +102 4752.884277 +103 4675.684570 +104 4981.125000 +105 4770.903320 +106 4837.275879 +107 4394.610840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,IPTU,SARIMAX,1.926666498184204,"101 9502.685547 +102 8619.551758 +103 8897.616211 +104 9627.262695 +105 7902.034668 +106 7863.326660 +107 9960.250977 +108 9960.250977 +109 128508.632812 +110 88583.132812 +111 49540.371094 +112 54784.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ISS,MLP,1.0179722309112549,"108 60888.894422 +109 60426.351293 +110 61778.024015 +111 62885.514327 +112 62045.808970 +113 60407.498072 +114 67416.559692 +115 42804.119901 +116 59964.991837 +117 40880.780824 +118 50350.402666 +119 33802.893506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ITBI,SARIMAX,1.3998792171478271,"106 14556.063477 +107 13398.480469 +108 15353.009766 +109 18763.902344 +110 12989.665039 +111 22077.173828 +112 22355.722656 +113 13455.346680 +114 19635.515625 +115 24343.187500 +116 14884.070312 +117 19356.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,IRRF,SARIMAX,0.7852778434753418,"108 17705.701172 +109 311940.281250 +110 311940.281250 +111 184756.875000 +112 165407.390625 +113 184756.875000 +114 184756.875000 +115 165407.390625 +116 165407.390625 +117 165407.390625 +118 165405.578125 +119 400679.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do FPM,SARIMAX,0.7330763339996338,"108 1317336.875 +109 2522669.250 +110 1305934.000 +111 1325274.375 +112 1625506.250 +113 1595590.500 +114 2524860.250 +115 1305934.000 +116 1317327.375 +117 1227174.750 +118 1625506.250 +119 2524860.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,SES,0.7000348567962646,"108 839730.7500 +109 668780.2500 +110 848214.2500 +111 836760.0000 +112 837750.9375 +113 749262.8125 +114 847882.5000 +115 842227.6250 +116 841556.5625 +117 869947.6875 +118 843485.1875 +119 869947.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,MLP,2.2919230461120605,"106 335639.121582 +107 310602.288974 +108 104672.106661 +109 147919.842289 +110 151360.031596 +111 77034.122400 +112 71732.875227 +113 56760.106646 +114 63639.949093 +115 65480.835712 +116 65155.716690 +117 269503.645814 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ITR,AR,1.8058712482452393,"67 837.298340 +68 836.759277 +69 1052.824219 +70 689.521057 +71 837.298340 +72 846.557739 +73 1871.490845 +74 3589.500977 +75 1872.897827 +76 1870.258301 +77 1424.249878 +78 1424.793579 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Transferencias LC 61_1989,XGBoost,0.9784467220306396,"108 6814.583496 +109 6794.541992 +110 7084.319336 +111 7357.062988 +112 7082.719238 +113 7162.586914 +114 9239.323242 +115 7082.726074 +116 7361.875000 +117 6041.314941 +118 7088.426758 +119 9230.647461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,HWES,0.8537728786468506,"96 11404.037109 +97 3795.330811 +98 4493.128906 +99 3689.407227 +100 31112.628906 +101 40588.437500 +102 14141.764648 +103 4197.404785 +104 4194.348145 +105 4958.562012 +106 4955.581055 +107 6058.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ISS,SARIMAX,1.018057107925415,"108 42839.812500 +109 42839.812500 +110 54609.324219 +111 54609.324219 +112 50714.597656 +113 54609.324219 +114 50714.550781 +115 50714.550781 +116 50714.597656 +117 54609.324219 +118 54609.324219 +119 54609.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,SES,0.9654686450958252,"108 16019.411133 +109 40338.039062 +110 23105.363281 +111 25845.859375 +112 40338.039062 +113 25845.859375 +114 37768.820312 +115 37768.820312 +116 20484.832031 +117 40338.574219 +118 19248.466797 +119 19395.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,IRRF,SARIMAX,1.1485490798950195,"108 118133.343750 +109 118132.671875 +110 118133.343750 +111 118133.343750 +112 118133.343750 +113 118133.343750 +114 118133.343750 +115 118133.343750 +116 118133.343750 +117 118132.671875 +118 118133.343750 +119 118133.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7686910629272461,"108 1.267018e+06 +109 1.773245e+06 +110 1.024804e+06 +111 1.057573e+06 +112 1.816105e+06 +113 1.816228e+06 +114 1.816105e+06 +115 1.309115e+06 +116 1.349216e+06 +117 1.132703e+06 +118 1.816105e+06 +119 1.893309e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,HWES,0.6656842231750488,"108 799798.4375 +109 790731.8125 +110 791843.1250 +111 833542.8750 +112 848254.1875 +113 845905.5625 +114 848231.3125 +115 848254.1875 +116 848253.5000 +117 848254.1875 +118 845905.5625 +119 848254.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,XGBoost,0.8032212257385254,"107 114900.257812 +108 54050.941406 +109 120997.492188 +110 96270.140625 +111 96270.140625 +112 23326.761719 +113 24318.693359 +114 8374.733398 +115 9223.628906 +116 13420.082031 +117 8391.609375 +118 96270.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ITR,XGBoost,1.3245561122894287,"99 4.919433 +100 313.445312 +101 290.750916 +102 313.444000 +103 315.353180 +104 285.382690 +105 410.228516 +106 739.064514 +107 731.724487 +108 1835.182617 +109 275.763489 +110 306.090637 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,IPTU,SARIMAX,0.6372027397155762,"53 1784.528320 +54 6473.432617 +55 13699.965820 +56 29967.083984 +57 11753.493164 +58 76664.953125 +59 70485.601562 +60 28171.978516 +61 19648.060547 +62 19648.068359 +63 19175.783203 +64 37093.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ISS,XGBoost,1.4182188510894775,"108 20536.136719 +109 19952.681641 +110 19871.039062 +111 20486.919922 +112 19719.154297 +113 19459.392578 +114 19527.261719 +115 20409.281250 +116 20409.281250 +117 19667.128906 +118 19718.898438 +119 20409.558594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ITBI,XGBoost,1.0967586040496826,"96 722.445312 +97 -605.289124 +98 2225.702637 +99 2840.233887 +100 4258.233887 +101 2044.570435 +102 -847.294495 +103 238.682800 +104 -232.128815 +105 -482.335663 +106 2372.109863 +107 2804.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,IRRF,XGBoost,1.227229356765747,"98 35847.039062 +99 44207.718750 +100 44207.828125 +101 44216.453125 +102 38483.402344 +103 44207.828125 +104 44207.828125 +105 44216.453125 +106 39495.441406 +107 44216.453125 +108 44216.453125 +109 44216.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do FPM,SARIMAX,0.8408088684082031,"108 1.344054e+06 +109 1.887952e+06 +110 1.064260e+06 +111 1.156166e+06 +112 1.344063e+06 +113 1.301160e+06 +114 1.344063e+06 +115 1.064260e+06 +116 1.064260e+06 +117 9.781586e+05 +118 1.344063e+06 +119 1.887952e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,HWES,0.7849276065826416,"108 406939.31250 +109 362281.03125 +110 394682.68750 +111 416607.71875 +112 416607.71875 +113 410030.09375 +114 409234.62500 +115 435868.65625 +116 435868.65625 +117 429438.62500 +118 413604.00000 +119 429438.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,AR,0.7750928401947021,"100 51919.941406 +101 28349.222656 +102 28879.433594 +103 25424.117188 +104 25424.117188 +105 32008.890625 +106 28167.431641 +107 20322.324219 +108 20305.611328 +109 20322.333984 +110 21098.189453 +111 43132.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do ITR,SARIMAX,1.1230597496032715,"81 250.220657 +82 1210.502686 +83 3175.242188 +84 1505.097656 +85 3509.058838 +86 84.730026 +87 23.942732 +88 840.886597 +89 250.305649 +90 1080.720703 +91 3555.266602 +92 79.121269 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Transferencias LC 61_1989,XGBoost,1.0071535110473633,"60 3191.308350 +61 3115.186035 +62 3146.271484 +63 3191.308350 +64 3247.294678 +65 3247.294678 +66 3247.432617 +67 3247.294678 +68 3178.798828 +69 2965.391602 +70 3247.294678 +71 3247.504883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,IPTU,XGBoost,0.9112370014190674,"107 38000.183594 +108 20461.794922 +109 20718.109375 +110 37913.925781 +111 25771.546875 +112 13044.083984 +113 12307.525391 +114 12695.795898 +115 20744.404297 +116 22359.332031 +117 13798.546875 +118 13059.706055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ISS,XGBoost,1.714141607284546,"108 55435.753906 +109 55435.753906 +110 53867.593750 +111 55281.796875 +112 55525.519531 +113 55288.363281 +114 55613.167969 +115 53520.515625 +116 55435.753906 +117 55439.671875 +118 55435.753906 +119 55420.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ITBI,SES,1.3266456127166748,"101 14890.972656 +102 13918.152344 +103 12169.566406 +104 11894.009766 +105 9707.607422 +106 12545.912109 +107 11894.009766 +108 10586.509766 +109 9891.997070 +110 13663.126953 +111 12502.949219 +112 13918.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,IRRF,Prophet,0.9600486755371094,"107 124565.554688 +108 110160.195312 +109 124565.601562 +110 124565.601562 +111 124565.554688 +112 124565.554688 +113 124565.554688 +114 124565.554688 +115 124565.601562 +116 124565.601562 +117 124565.601562 +118 124565.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do FPM,SARIMAX,0.7926204204559326,"108 1.263334e+06 +109 1.893768e+06 +110 1.045872e+06 +111 1.150521e+06 +112 1.263334e+06 +113 1.242048e+06 +114 1.264807e+06 +115 1.045872e+06 +116 1.242048e+06 +117 1.020710e+06 +118 1.263334e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,HWES,0.7755460739135742,"108 277150.000000 +109 282107.437500 +110 248301.531250 +111 280334.312500 +112 293563.718750 +113 253646.687500 +114 280294.062500 +115 301599.312500 +116 299469.312500 +117 301620.687500 +118 232232.765625 +119 295170.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,MLP,1.6196026802062988,"108 195595.866745 +109 87510.112882 +110 61659.756537 +111 84507.836182 +112 81869.146997 +113 37024.338708 +114 28328.841198 +115 31042.683040 +116 25813.492612 +117 24207.660382 +118 25530.591621 +119 129716.797932 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ITR,XGBoost,1.4269788265228271,"95 23.328117 +96 -64.910599 +97 670.061096 +98 666.337158 +99 292.530304 +100 292.530304 +101 327.987183 +102 -230.289734 +103 23.328117 +104 63.955009 +105 -343.368835 +106 -31.643707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Transferencias LC 61_1989,XGBoost,1.167677879333496,"108 2619.495117 +109 3266.537842 +110 2919.544434 +111 3062.960449 +112 2927.332275 +113 2475.338135 +114 3061.133057 +115 2824.291260 +116 2591.321777 +117 2493.613281 +118 2919.544434 +119 3131.329346 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,Prophet,1.4414989948272705,"106 33620.589844 +107 31938.203125 +108 38249.031250 +109 36717.195312 +110 137856.796875 +111 137572.125000 +112 137827.765625 +113 225676.078125 +114 225676.078125 +115 241975.046875 +116 241975.203125 +117 137816.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ISS,SARIMAX,1.3550188541412354,"108 46756.800781 +109 40021.937500 +110 48932.195312 +111 39951.808594 +112 49339.554688 +113 51196.648438 +114 46674.843750 +115 55723.031250 +116 49174.574219 +117 49166.382812 +118 37361.046875 +119 41727.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,SARIMAX,1.1641325950622559,"103 31430.017578 +104 40556.644531 +105 26791.013672 +106 25480.021484 +107 25113.705078 +108 27615.203125 +109 33238.484375 +110 24876.695312 +111 17895.154297 +112 34561.078125 +113 24704.113281 +114 25317.169922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,IRRF,XGBoost,0.9559123516082764,"108 137978.500000 +109 137812.453125 +110 137414.250000 +111 150276.421875 +112 137403.453125 +113 137403.453125 +114 137414.250000 +115 137403.453125 +116 137403.453125 +117 137403.453125 +118 137414.250000 +119 150276.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7657115459442139,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,SES,0.7257347106933594,"108 462216.09375 +109 395202.93750 +110 416348.46875 +111 453291.46875 +112 477201.12500 +113 462428.65625 +114 456236.56250 +115 461146.09375 +116 461146.09375 +117 499260.00000 +118 462021.90625 +119 498066.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,MLP,1.7427170276641846,"108 194546.873293 +109 52344.249343 +110 66612.323810 +111 96361.326913 +112 77740.327784 +113 32777.739272 +114 25176.502494 +115 33576.301091 +116 22460.332471 +117 24999.593833 +118 23018.539346 +119 175248.901883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ITR,XGBoost,1.3581197261810303,"89 25.106688 +90 24.179096 +91 29.865850 +92 25.808792 +93 67.172005 +94 32.193150 +95 62.093174 +96 852.305969 +97 1847.231567 +98 1847.231079 +99 1060.248169 +100 -157.184433 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Transferencias LC 61_1989,XGBoost,1.0119764804840088,"108 3609.764648 +109 3129.949707 +110 4115.583984 +111 4060.416504 +112 5600.909180 +113 5482.284668 +114 4897.755859 +115 4812.749512 +116 4911.522949 +117 4691.876465 +118 3898.142090 +119 4317.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,IPTU,SARIMAX,1.1621079444885254,"73 2054.519775 +74 7309.142090 +75 4183.988281 +76 9569.472656 +77 8933.153320 +78 8944.455078 +79 1503.726562 +80 1324.015991 +81 1217.096436 +82 2305.740967 +83 8739.856445 +84 8807.885742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ISS,SARIMAX,0.8803174495697021,"108 25429.427734 +109 24574.226562 +110 24568.638672 +111 28307.166016 +112 28306.056641 +113 28306.140625 +114 28307.306641 +115 28212.882812 +116 28107.332031 +117 28306.738281 +118 28107.332031 +119 28306.158203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ITBI,XGBoost,1.1417243480682373,"92 11114.250977 +93 9388.811523 +94 12241.266602 +95 8377.988281 +96 1780.319214 +97 18413.765625 +98 6806.750000 +99 6906.888672 +100 6782.288574 +101 15083.051758 +102 10942.104492 +103 10942.104492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,IRRF,XGBoost,1.4354863166809082,"108 62005.777344 +109 59454.113281 +110 59454.113281 +111 62005.777344 +112 62005.777344 +113 59454.113281 +114 62005.777344 +115 59454.113281 +116 62009.714844 +117 84918.820312 +118 62005.777344 +119 84918.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do FPM,SARIMAX,1.1291327476501465,"108 1285148.750 +109 1893770.875 +110 1097443.000 +111 1225257.625 +112 1285148.750 +113 1326971.250 +114 1286743.500 +115 1097443.000 +116 1098565.375 +117 1052429.750 +118 1285148.750 +119 1893770.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,HWES,0.8364889621734619,"108 431800.81250 +109 392100.21875 +110 389696.09375 +111 406936.09375 +112 471255.21875 +113 460492.90625 +114 406839.00000 +115 470796.53125 +116 470796.53125 +117 449041.12500 +118 434295.59375 +119 449041.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,AR,1.2413244247436523,"107 74200.101562 +108 15900.834961 +109 11553.278320 +110 21752.316406 +111 13709.725586 +112 14593.454102 +113 16213.183594 +114 1233.716431 +115 429.073883 +116 1985.471069 +117 8870.311523 +118 72928.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ITR,XGBoost,1.9312803745269775,"79 185.811707 +80 925.351379 +81 1795.236450 +82 3755.858643 +83 4186.215820 +84 4167.904785 +85 4167.904785 +86 4142.035156 +87 4225.386230 +88 4223.559570 +89 4142.035156 +90 4140.544434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Transferencias LC 61_1989,XGBoost,1.6290013790130615,"108 3635.402100 +109 3328.760254 +110 3711.093750 +111 4265.426270 +112 3997.149414 +113 4440.913574 +114 4344.531250 +115 4057.722900 +116 4150.962402 +117 3958.135986 +118 3752.511230 +119 3761.468994 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,IPTU,HWES,1.0491595268249512,"98 9093.150391 +99 8784.992188 +100 8891.849609 +101 8907.410156 +102 13099.440430 +103 111834.171875 +104 111609.250000 +105 10217.011719 +106 7657.809082 +107 8426.418945 +108 9056.071289 +109 36376.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ISS,SARIMAX,1.174128770828247,"108 29488.050781 +109 24777.289062 +110 25049.906250 +111 24010.679688 +112 24011.935547 +113 24010.679688 +114 23993.794922 +115 23993.794922 +116 23455.021484 +117 24747.488281 +118 23455.031250 +119 24747.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ITBI,SARIMAX,1.153459072113037,"100 49561.785156 +101 54059.718750 +102 50000.933594 +103 49719.167969 +104 49533.160156 +105 50000.933594 +106 49550.578125 +107 49533.160156 +108 49779.753906 +109 49623.496094 +110 49753.394531 +111 50000.933594 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,IRRF,XGBoost,1.0744354724884033,"108 45591.699219 +109 59439.148438 +110 59057.757812 +111 118391.906250 +112 118391.906250 +113 118391.906250 +114 59439.007812 +115 118391.906250 +116 118391.906250 +117 118391.906250 +118 118394.601562 +119 118394.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do FPM,SARIMAX,1.3193840980529785,"108 1237589.625 +109 1569570.375 +110 1021173.250 +111 1148219.000 +112 1237589.625 +113 1259108.250 +114 1569570.375 +115 1021173.250 +116 1021173.250 +117 1008116.625 +118 1237589.625 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,HWES,0.8211126327514648,"108 534184.81250 +109 458054.37500 +110 460463.43750 +111 484247.28125 +112 594602.56250 +113 549495.50000 +114 512651.12500 +115 602072.00000 +116 602072.00000 +117 594602.56250 +118 478340.21875 +119 594602.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,XGBoost,0.9750416278839111,"100 197380.890625 +101 167617.031250 +102 183640.046875 +103 302043.812500 +104 302198.843750 +105 304468.531250 +106 304460.906250 +107 304460.906250 +108 304181.593750 +109 304181.593750 +110 302454.750000 +111 302811.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do ITR,XGBoost,1.2873995304107666,"77 357.604675 +78 48.540844 +79 75.707443 +80 97.683022 +81 109.353340 +82 346.396545 +83 905.165894 +84 917.623779 +85 314.874969 +86 90.502296 +87 51.624527 +88 38.904041 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Transferencias LC 61_1989,AR,1.5131886005401611,"108 5790.426270 +109 4979.772461 +110 4686.073730 +111 5562.269043 +112 5118.348145 +113 5691.018555 +114 5705.928711 +115 5548.433105 +116 5062.755371 +117 5708.447266 +118 5384.581543 +119 5885.936035 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,IPTU,SARIMAX,2.144415855407715,"108 273157.031250 +109 130884.062500 +110 133580.703125 +111 131168.968750 +112 130836.437500 +113 121467.718750 +114 113863.765625 +115 101424.085938 +116 100989.546875 +117 98576.960938 +118 98577.507812 +119 713624.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ISS,SARIMAX,1.0736584663391113,"108 586104.3125 +109 586381.8125 +110 586104.3125 +111 586397.6250 +112 586104.3125 +113 586104.3125 +114 586104.3125 +115 586104.3125 +116 586104.3125 +117 586639.3750 +118 586104.3125 +119 586104.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ITBI,SES,1.5192279815673828,"108 30838.837891 +109 84679.085938 +110 33343.257812 +111 64619.242188 +112 69484.304688 +113 63499.347656 +114 71507.453125 +115 70298.039062 +116 48207.546875 +117 34483.308594 +118 62870.554688 +119 88493.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,IRRF,AR,1.3592724800109863,"108 424747.0625 +109 424747.0625 +110 424747.0625 +111 424747.0625 +112 424747.0625 +113 424747.0625 +114 424747.0625 +115 424745.8750 +116 424747.0625 +117 424747.0625 +118 424747.0625 +119 424747.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do FPM,SARIMAX,0.7552306652069092,"108 3250068.5 +109 3787538.0 +110 2786872.0 +111 2898237.0 +112 3250068.0 +113 3232041.5 +114 3250067.5 +115 2786872.0 +116 2786872.0 +117 2262478.5 +118 3250068.0 +119 3787538.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,MLP,0.791283130645752,"108 867619.203272 +109 871628.200153 +110 880382.524359 +111 884358.229350 +112 879241.471247 +113 873555.626494 +114 874155.517477 +115 871374.930760 +116 866478.618629 +117 857979.411797 +118 848471.157676 +119 842007.101377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,SARIMAX,1.5846807956695557,"107 893101.18750 +108 379636.28125 +109 642626.81250 +110 786870.75000 +111 634169.50000 +112 712480.56250 +113 769435.75000 +114 537903.62500 +115 767303.62500 +116 552355.75000 +117 527304.31250 +118 883225.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do ITR,SARIMAX,1.3899719715118408,"34 28768.007812 +35 -52847.050781 +36 11553.220703 +37 11552.541016 +38 11715.765625 +39 11672.949219 +40 11552.063477 +41 26294.039062 +42 25911.589844 +43 590748.625000 +44 21750.275391 +45 21750.275391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Transferencias LC 61_1989,XGBoost,0.9907374382019043,"108 11196.867188 +109 9270.840820 +110 9860.805664 +111 12531.999023 +112 10588.084961 +113 10661.666992 +114 10122.008789 +115 10298.779297 +116 10324.279297 +117 7635.024414 +118 10122.351562 +119 10055.344727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,IPTU,HWES,1.824234962463379,"99 13954.855469 +100 16896.660156 +101 15322.532227 +102 48717.140625 +103 50642.085938 +104 23674.980469 +105 36063.953125 +106 5474.959473 +107 14726.100586 +108 3882.825195 +109 3683.037354 +110 4123.499023 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ISS,SARIMAX,0.863095760345459,"108 75284.500000 +109 75281.312500 +110 75257.546875 +111 75284.500000 +112 75257.828125 +113 75309.429688 +114 75302.242188 +115 75331.742188 +116 75302.242188 +117 75302.242188 +118 75302.242188 +119 75302.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ITBI,MLP,1.2880923748016357,"108 12220.327155 +109 14234.520002 +110 16041.259916 +111 11274.168934 +112 11428.837004 +113 13874.631434 +114 12678.378090 +115 11475.294989 +116 13195.949910 +117 13034.856670 +118 14557.136053 +119 11947.171611 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,IRRF,XGBoost,1.119631052017212,"102 97888.906250 +103 97888.906250 +104 127862.546875 +105 98016.109375 +106 127862.546875 +107 173504.953125 +108 139211.687500 +109 127862.546875 +110 127857.781250 +111 173504.953125 +112 173504.953125 +113 173504.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do FPM,SARIMAX,0.778076171875,"108 1.318202e+06 +109 1.893769e+06 +110 1.163266e+06 +111 1.197599e+06 +112 1.318339e+06 +113 1.311449e+06 +114 1.318339e+06 +115 1.163266e+06 +116 1.169468e+06 +117 1.009650e+06 +118 1.318339e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,HWES,0.7455241680145264,"108 1570437.875 +109 1283883.625 +110 1317438.500 +111 1574348.125 +112 1569106.625 +113 1570505.000 +114 1570437.875 +115 1574348.125 +116 1574348.125 +117 1569106.625 +118 1570437.875 +119 1569106.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,MLP,2.0479085445404053,"108 393034.307207 +109 91668.018294 +110 130327.609318 +111 211241.490205 +112 139613.148033 +113 54630.629798 +114 59614.643156 +115 37569.341118 +116 43307.043632 +117 39210.832918 +118 38122.634588 +119 391528.460148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do ITR,AR,1.1535050868988037,"83 26.121061 +84 31.454113 +85 30.806623 +86 16.855139 +87 75.842682 +88 34.427258 +89 42.469784 +90 42.914223 +91 51.403542 +92 1357.852783 +93 25.863285 +94 678.438782 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Transferencias LC 61_1989,AR,1.4824185371398926,"108 12658.060547 +109 11954.487305 +110 12606.248047 +111 15442.029297 +112 13305.431641 +113 14626.913086 +114 14555.108398 +115 13513.402344 +116 13480.717773 +117 12907.601562 +118 13043.107422 +119 13742.283203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,IPTU,MLP,1.7748310565948486,"108 2.810517e+07 +109 3.377742e+06 +110 1.172803e+07 +111 6.385033e+06 +112 6.684852e+06 +113 6.189718e+06 +114 7.105627e+06 +115 7.398482e+06 +116 8.110097e+06 +117 7.112366e+06 +118 4.146820e+06 +119 1.787331e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ISS,MLP,1.532090663909912,"108 9.640918e+06 +109 9.060329e+06 +110 9.178829e+06 +111 9.392301e+06 +112 9.458684e+06 +113 9.590795e+06 +114 9.783612e+06 +115 9.754231e+06 +116 9.667935e+06 +117 9.796566e+06 +118 9.905626e+06 +119 9.895676e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ITBI,HWES,1.1706650257110596,"108 3403705.50 +109 2298090.50 +110 2614904.50 +111 2681499.25 +112 3233250.00 +113 2911416.50 +114 2614904.50 +115 2614904.50 +116 2681499.25 +117 2661525.25 +118 2571701.75 +119 2552728.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,IRRF,MLP,1.8100645542144775,"108 3.883880e+06 +109 3.895764e+06 +110 4.996638e+06 +111 5.048382e+06 +112 4.921099e+06 +113 4.913854e+06 +114 5.069769e+06 +115 5.177025e+06 +116 5.228150e+06 +117 5.290949e+06 +118 5.307606e+06 +119 1.123070e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do FPM,SARIMAX,0.8757779598236084,"108 14534290.0 +109 16457501.0 +110 13743244.0 +111 13792772.0 +112 14534290.0 +113 14525602.0 +114 16457502.0 +115 13743244.0 +116 13743244.0 +117 13743244.0 +118 14534290.0 +119 16457501.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,MLP,0.6464524269104004,"108 1.152061e+07 +109 1.126566e+07 +110 1.149700e+07 +111 1.199846e+07 +112 1.222210e+07 +113 1.168528e+07 +114 1.190616e+07 +115 1.204007e+07 +116 1.200259e+07 +117 1.232268e+07 +118 1.165460e+07 +119 1.228072e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,MLP,2.5424983501434326,"108 1.264297e+07 +109 4.800323e+06 +110 5.601996e+06 +111 8.786505e+06 +112 7.961005e+06 +113 4.865826e+06 +114 3.378473e+06 +115 2.376967e+06 +116 1.964112e+06 +117 1.731438e+06 +118 1.412337e+06 +119 1.063520e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ITR,MLP,2.332270860671997,"108 1.874574e+05 +109 1.295634e+05 +110 1.021327e+05 +111 1.042002e+05 +112 1.808986e+05 +113 2.003999e+05 +114 7.670716e+05 +115 1.810900e+05 +116 3.521733e+05 +117 1.610024e+06 +118 4.102588e+05 +119 3.847674e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Transferencias LC 61_1989,MLP,0.7689082622528076,"108 77936.328785 +109 106357.846891 +110 104995.783256 +111 102834.396949 +112 103584.392233 +113 135666.747136 +114 113920.876957 +115 118161.402087 +116 116970.623068 +117 106628.443051 +118 115360.652879 +119 111779.897370 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,HWES,1.674262285232544,"108 345592.468750 +109 652533.625000 +110 57603.667969 +111 51520.800781 +112 57330.121094 +113 18738.011719 +114 58196.585938 +115 18739.703125 +116 52583.003906 +117 45064.058594 +118 11227.908203 +119 52559.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,SARIMAX,0.8535246849060059,"108 225634.656250 +109 224530.625000 +110 219696.296875 +111 219393.640625 +112 199918.031250 +113 199070.781250 +114 199908.437500 +115 199918.031250 +116 199511.859375 +117 199070.781250 +118 199954.281250 +119 197675.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,HWES,1.3469421863555908,"108 157599.484375 +109 157778.875000 +110 157567.531250 +111 154800.000000 +112 156576.781250 +113 156576.781250 +114 156576.781250 +115 154643.812500 +116 154642.906250 +117 153996.593750 +118 157715.921875 +119 154643.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,IRRF,AR,0.9825012683868408,"108 251060.703125 +109 251091.281250 +110 251060.703125 +111 251060.703125 +112 251060.703125 +113 272773.687500 +114 251060.703125 +115 251060.703125 +116 251060.703125 +117 251060.703125 +118 245805.921875 +119 297504.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do FPM,SARIMAX,0.8648316860198975,"108 1734102.250 +109 2425321.000 +110 1442187.000 +111 1517274.000 +112 1652580.500 +113 1682598.000 +114 1653260.500 +115 1442187.000 +116 1442187.000 +117 1336689.375 +118 1652580.500 +119 2425321.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,HWES,1.2661421298980713,"108 849958.8750 +109 670925.8750 +110 665025.1250 +111 727041.2500 +112 776575.3750 +113 736236.8750 +114 738316.4375 +115 745695.8750 +116 745695.8750 +117 713116.1875 +118 777117.9375 +119 803848.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,XGBoost,1.5248315334320068,"108 360990.812500 +109 185832.468750 +110 160230.109375 +111 325965.718750 +112 325902.187500 +113 113339.851562 +114 120911.421875 +115 70641.132812 +116 32608.570312 +117 32894.968750 +118 32608.570312 +119 360999.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ITR,XGBoost,1.522972583770752,"98 91.875809 +99 231.169250 +100 171.555801 +101 245.118622 +102 204.867493 +103 198.849411 +104 872.487122 +105 324.932251 +106 3420.556396 +107 9227.440430 +108 312.616760 +109 162.552673 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Transferencias LC 61_1989,AR,1.107818603515625,"108 9052.671875 +109 7128.562012 +110 7528.542480 +111 7683.110840 +112 7668.131836 +113 6630.768066 +114 7207.975586 +115 7448.050781 +116 7347.091797 +117 6579.133789 +118 6957.871582 +119 8496.650391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,IPTU,Prophet,1.7210748195648193,"90 7825.197754 +91 5625.162109 +92 5410.730469 +93 7225.124512 +94 76608.453125 +95 93724.210938 +96 86575.304688 +97 11810.052734 +98 30666.812500 +99 10350.962891 +100 10350.962891 +101 16203.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ISS,XGBoost,2.245516300201416,"104 34668.644531 +105 37430.082031 +106 37430.082031 +107 37681.109375 +108 37681.457031 +109 37681.109375 +110 37574.566406 +111 37681.457031 +112 37681.457031 +113 37681.457031 +114 37681.457031 +115 37681.457031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ITBI,HWES,1.2905185222625732,"103 11202.826172 +104 10393.807617 +105 9975.906250 +106 9973.259766 +107 18811.359375 +108 19844.777344 +109 19586.130859 +110 20154.521484 +111 21771.447266 +112 20855.679688 +113 20603.494141 +114 19581.560547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,IRRF,XGBoost,1.3139441013336182,"104 86098.281250 +105 86098.281250 +106 86106.664062 +107 86106.664062 +108 86106.664062 +109 86098.281250 +110 86106.664062 +111 86106.664062 +112 86106.664062 +113 86102.804688 +114 86106.664062 +115 86104.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do FPM,SARIMAX,0.7630975246429443,"104 1.358670e+06 +105 1.893826e+06 +106 1.108645e+06 +107 1.170996e+06 +108 1.359386e+06 +109 1.328885e+06 +110 1.359507e+06 +111 1.108645e+06 +112 1.112038e+06 +113 1.017907e+06 +114 1.359386e+06 +115 1.893826e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,MLP,0.8935043811798096,"104 732616.343784 +105 738333.917201 +106 743950.379339 +107 742307.864323 +108 733584.920288 +109 732014.792301 +110 729699.359454 +111 724374.464941 +112 718569.022878 +113 705356.581502 +114 700962.916670 +115 686251.535140 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,MLP,1.5343854427337646,"103 208541.027567 +104 59454.439364 +105 79759.898918 +106 99069.572487 +107 81146.209738 +108 47899.813397 +109 53499.304237 +110 40398.497747 +111 66557.915122 +112 36761.517432 +113 39812.200770 +114 194623.129666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do ITR,XGBoost,1.4320569038391113,"88 273.548370 +89 198.079712 +90 205.012726 +91 198.110138 +92 205.043152 +93 146.906403 +94 178.243225 +95 273.548370 +96 165.367737 +97 263.133514 +98 27.252546 +99 -4.270991 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Transferencias LC 61_1989,XGBoost,1.1229958534240723,"104 8387.840820 +105 9033.734375 +106 8179.872559 +107 8223.587891 +108 8189.091797 +109 8238.080078 +110 8261.262695 +111 8450.667969 +112 8330.316406 +113 8013.897461 +114 7995.951660 +115 8328.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,IPTU,SARIMAX,0.9155807495117188,"94 2058.639648 +95 2008.914795 +96 1934.910522 +97 2153.439209 +98 2485.635254 +99 53773.812500 +100 81820.968750 +101 12446.581055 +102 214.809601 +103 318.019592 +104 512.012024 +105 376.302826 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ISS,XGBoost,1.0306859016418457,"108 57553.449219 +109 59504.066406 +110 57557.730469 +111 59512.890625 +112 61527.027344 +113 60496.773438 +114 59458.808594 +115 61527.855469 +116 61527.027344 +117 77024.984375 +118 61527.027344 +119 59504.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ITBI,Prophet,0.7998349666595459,"107 25040.738281 +108 29713.177734 +109 32014.283203 +110 32127.373047 +111 24924.191406 +112 30466.439453 +113 30150.046875 +114 30150.046875 +115 30927.056641 +116 24924.191406 +117 31819.638672 +118 30404.255859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,IRRF,XGBoost,1.1770431995391846,"108 71306.460938 +109 86204.109375 +110 86204.109375 +111 85627.046875 +112 86204.109375 +113 86204.109375 +114 86204.109375 +115 86204.109375 +116 86204.109375 +117 86204.109375 +118 86214.109375 +119 86204.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do FPM,SARIMAX,0.7837269306182861,"108 1385004.250 +109 1893768.375 +110 1108392.375 +111 1205657.125 +112 1385004.750 +113 1376569.375 +114 1385004.750 +115 1108392.375 +116 1109024.375 +117 1042443.375 +118 1385004.750 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,HWES,0.8180794715881348,"108 1136285.750 +109 1011259.250 +110 1010975.625 +111 1058169.375 +112 1033002.625 +113 1023647.000 +114 1006499.500 +115 1042511.125 +116 1042511.125 +117 1033002.625 +118 1023647.000 +119 1033002.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,MLP,1.6679515838623047,"108 199359.866641 +109 57642.532898 +110 82781.148674 +111 116512.675309 +112 82784.563209 +113 43279.245453 +114 54351.304914 +115 36545.251787 +116 34287.654239 +117 28027.364796 +118 29135.639239 +119 289935.281681 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ITR,SES,1.2041823863983154,"79 1120.344116 +80 2880.402832 +81 6367.421875 +82 6962.450195 +83 6958.357910 +84 6971.704102 +85 6960.702148 +86 6964.309570 +87 6973.420410 +88 6960.422363 +89 6962.450195 +90 6964.309570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Transferencias LC 61_1989,HWES,1.593824863433838,"108 9250.242188 +109 9101.311523 +110 9008.828125 +111 11927.150391 +112 8743.267578 +113 9410.680664 +114 9395.999023 +115 8683.785156 +116 8552.143555 +117 9347.867188 +118 9306.166016 +119 -159136.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,IPTU,SARIMAX,1.7844176292419434,"107 1.540937e+05 +108 3.246958e+05 +109 1.678496e+06 +110 1.247853e+06 +111 1.255016e+06 +112 1.258244e+06 +113 1.241794e+06 +114 1.249540e+06 +115 1.250301e+06 +116 1.247846e+06 +117 1.247846e+06 +118 1.241279e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ISS,SES,0.8955874443054199,"108 427461.37500 +109 439215.06250 +110 436507.78125 +111 429609.21875 +112 557157.50000 +113 558854.37500 +114 553858.87500 +115 559735.75000 +116 557157.50000 +117 553858.87500 +118 558778.00000 +119 558854.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ITBI,SARIMAX,2.2080798149108887,"108 112445.468750 +109 113788.984375 +110 119550.562500 +111 113684.023438 +112 113676.554688 +113 117340.765625 +114 135180.000000 +115 113676.546875 +116 86644.828125 +117 91571.421875 +118 180083.937500 +119 179326.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,IRRF,Prophet,0.7803740501403809,"108 1217294.625 +109 1217386.000 +110 1217386.000 +111 1217385.250 +112 1217386.000 +113 1217385.250 +114 1217385.250 +115 1217386.000 +116 1217488.625 +117 1217578.125 +118 1217385.250 +119 1217385.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do FPM,SARIMAX,0.7211737632751465,"108 3168752.25 +109 4418607.00 +110 2662740.25 +111 2880092.25 +112 3168752.25 +113 3149247.75 +114 3168752.25 +115 2687384.75 +116 2676324.75 +117 2701707.75 +118 3168752.25 +119 4418793.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,HWES,0.7776587009429932,"108 2367177.00 +109 2286827.50 +110 2359337.50 +111 2560283.75 +112 2544391.50 +113 2561959.00 +114 2560283.75 +115 2544391.50 +116 2544391.50 +117 2544381.75 +118 2612288.50 +119 2543936.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,MLP,1.3270878791809082,"101 1.141260e+06 +102 4.624518e+05 +103 5.227764e+05 +104 6.127034e+05 +105 6.678635e+05 +106 4.353900e+05 +107 4.053028e+05 +108 3.346299e+05 +109 3.517292e+05 +110 3.240660e+05 +111 3.101605e+05 +112 9.349501e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ITR,MLP,1.8961665630340576,"48 2.855735e+05 +49 2.898582e+04 +50 3.166267e+04 +51 3.294232e+04 +52 3.404155e+04 +53 3.516743e+04 +54 3.568433e+04 +55 4.368108e+04 +56 1.935341e+05 +57 1.613042e+06 +58 5.261195e+05 +59 5.165102e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Transferencias LC 61_1989,MLP,0.6209344863891602,"60 -9669.503943 +61 18395.805474 +62 17988.200278 +63 17447.470985 +64 17553.067497 +65 17023.079998 +66 16662.614546 +67 17012.890964 +68 16714.202828 +69 14277.701818 +70 15999.192156 +71 14943.523052 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,IPTU,HWES,1.8619771003723145,"108 3696.379639 +109 140617.296875 +110 73602.210938 +111 98248.109375 +112 98235.640625 +113 142676.656250 +114 142676.656250 +115 98267.945312 +116 98235.640625 +117 98233.085938 +118 98238.414062 +119 98233.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ISS,SARIMAX,2.265486001968384,"108 8103.567383 +109 15923.404297 +110 7915.483398 +111 11171.315430 +112 11194.187500 +113 11144.370117 +114 11171.315430 +115 11144.370117 +116 11171.311523 +117 11077.629883 +118 11901.663086 +119 12029.932617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ITBI,MLP,1.066237449645996,"108 17172.193606 +109 16994.871630 +110 17336.773342 +111 5888.842998 +112 12845.568023 +113 14812.563447 +114 12862.358052 +115 12217.429125 +116 14772.936099 +117 10245.435251 +118 10302.499730 +119 12788.013138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,IRRF,MLP,1.046090841293335,"108 108925.314534 +109 110809.463177 +110 115110.816825 +111 118675.035517 +112 121301.912954 +113 126235.159301 +114 129816.364024 +115 134144.126061 +116 138780.463553 +117 145026.765771 +118 151883.074136 +119 161188.997469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do FPM,SARIMAX,0.8538675308227539,"108 1520393.250 +109 1893768.750 +110 1327180.875 +111 1327180.875 +112 1890811.000 +113 1893649.500 +114 1893752.750 +115 1520393.250 +116 1520393.250 +117 1327063.750 +118 1890811.000 +119 1893752.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,HWES,0.8107974529266357,"108 683457.9375 +109 799500.3750 +110 808115.3750 +111 682723.1875 +112 780306.6250 +113 762895.3750 +114 763191.1875 +115 790411.2500 +116 790411.2500 +117 780306.6250 +118 764670.8125 +119 780306.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,XGBoost,1.594773292541504,"107 98812.273438 +108 29421.279297 +109 29535.830078 +110 99469.257812 +111 82005.851562 +112 2468.252441 +113 2468.252441 +114 4514.296875 +115 2404.272217 +116 2192.223877 +117 2473.161377 +118 82155.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ITR,AR,1.3833482265472412,"107 457.297882 +108 436.915558 +109 423.220337 +110 462.563171 +111 510.289337 +112 919.909790 +113 415.554962 +114 423.220337 +115 20137.228516 +116 14520.010742 +117 919.909790 +118 436.915558 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,IPTU,AR,1.2325851917266846,"96 132774.390625 +97 143213.859375 +98 72218.929688 +99 22950.437500 +100 23435.978516 +101 22365.267578 +102 22950.437500 +103 22950.437500 +104 22100.767578 +105 22100.767578 +106 45752.472656 +107 24278.166016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ISS,HWES,0.765568733215332,"96 127394.031250 +97 132837.437500 +98 124298.593750 +99 115638.726562 +100 125133.109375 +101 125133.109375 +102 124550.328125 +103 127360.234375 +104 117842.125000 +105 116354.406250 +106 124312.265625 +107 124327.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ITBI,SARIMAX,2.1421663761138916,"96 414157.28125 +97 427375.96875 +98 414031.87500 +99 421781.31250 +100 413838.43750 +101 421781.31250 +102 140438.21875 +103 415062.87500 +104 140437.93750 +105 418381.75000 +106 412121.43750 +107 426164.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,IRRF,Prophet,0.8443281650543213,"74 296430.31250 +75 296182.21875 +76 296430.31250 +77 296430.31250 +78 296182.21875 +79 296430.31250 +80 296182.21875 +81 296182.21875 +82 296430.31250 +83 296430.31250 +84 296172.78125 +85 296430.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do FPM,XGBoost,1.2695419788360596,"96 1893769.500 +97 1893769.500 +98 1482316.500 +99 1893768.625 +100 1893769.500 +101 1893769.500 +102 1482316.500 +103 1893769.500 +104 1482316.500 +105 1482318.750 +106 1893769.500 +107 1893769.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,XGBoost,0.7984573841094971,"96 1710629.125 +97 1471427.750 +98 1462282.625 +99 1434794.375 +100 1377246.375 +101 1414831.625 +102 1434794.375 +103 1340800.250 +104 1481875.750 +105 1451272.125 +106 1471390.375 +107 1438213.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,XGBoost,2.2172017097473145,"96 162804.796875 +97 158900.875000 +98 178449.531250 +99 168181.640625 +100 168175.796875 +101 178449.531250 +102 113313.781250 +103 110896.468750 +104 110896.468750 +105 112471.984375 +106 134701.390625 +107 164395.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ITR,AR,1.4383339881896973,"36 165103.375000 +37 7663.583984 +38 13183.570312 +39 13183.570312 +40 13183.570312 +41 13185.987305 +42 13183.570312 +43 7663.478516 +44 13185.987305 +45 803103.937500 +46 235310.750000 +47 235310.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Transferencias LC 61_1989,XGBoost,0.6756305694580078,"48 15534.005859 +49 11646.130859 +50 12344.227539 +51 12774.676758 +52 12897.257812 +53 13174.756836 +54 14428.127930 +55 12318.428711 +56 12354.736328 +57 14977.081055 +58 11749.497070 +59 14428.127930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,IPTU,AR,1.5640079975128174,"104 52338.867188 +105 55176.386719 +106 105003.492188 +107 468380.406250 +108 64952.558594 +109 97982.757812 +110 70209.664062 +111 70199.179688 +112 70209.664062 +113 70199.179688 +114 70209.664062 +115 100926.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ISS,SARIMAX,0.7040970325469971,"104 147931.046875 +105 181015.203125 +106 119147.781250 +107 119978.492188 +108 147883.343750 +109 182310.765625 +110 142359.921875 +111 143659.015625 +112 170079.390625 +113 119680.703125 +114 134431.140625 +115 120017.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ITBI,SARIMAX,1.4207887649536133,"104 304585.90625 +105 303048.53125 +106 304668.15625 +107 304652.15625 +108 302329.87500 +109 302329.87500 +110 304652.15625 +111 302329.87500 +112 305080.12500 +113 303979.53125 +114 304410.90625 +115 304219.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,IRRF,Prophet,0.9808294773101807,"104 224739.875000 +105 122339.835938 +106 224832.015625 +107 224818.203125 +108 224781.812500 +109 224832.015625 +110 224818.203125 +111 224781.812500 +112 224818.203125 +113 122339.835938 +114 224832.015625 +115 224832.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do FPM,SARIMAX,1.2295525074005127,"104 1308724.625 +105 1687932.875 +106 1152090.875 +107 1180938.500 +108 1307873.875 +109 1100011.000 +110 1686398.250 +111 1179235.125 +112 1181238.250 +113 1193880.750 +114 1403912.000 +115 1719438.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,MLP,0.8521397113800049,"104 1.338954e+06 +105 1.325599e+06 +106 1.341822e+06 +107 1.360135e+06 +108 1.361479e+06 +109 1.337474e+06 +110 1.342278e+06 +111 1.341588e+06 +112 1.333042e+06 +113 1.330018e+06 +114 1.300453e+06 +115 1.305201e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,XGBoost,1.7588164806365967,"103 178695.265625 +104 166389.765625 +105 166149.625000 +106 214676.453125 +107 198231.437500 +108 110448.632812 +109 93929.750000 +110 96472.742188 +111 76064.015625 +112 80822.460938 +113 55407.746094 +114 271053.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ITR,XGBoost,1.8289716243743896,"72 9785.990234 +73 8692.708984 +74 9656.517578 +75 9666.796875 +76 9666.796875 +77 8997.357422 +78 9660.180664 +79 9677.615234 +80 102085.484375 +81 905907.687500 +82 101675.984375 +83 99792.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Transferencias LC 61_1989,XGBoost,1.3600518703460693,"62 15764.197266 +63 14588.996094 +64 14095.497070 +65 14119.855469 +66 14111.189453 +67 12696.296875 +68 14120.091797 +69 14101.518555 +70 12710.935547 +71 18004.447266 +72 14103.949219 +73 16387.099609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,IPTU,AR,2.353468656539917,"108 6748777.000 +109 6777098.000 +110 3171690.000 +111 1656423.750 +112 1804614.500 +113 1690489.000 +114 1690489.000 +115 1690489.000 +116 1658062.375 +117 1656423.750 +118 1656423.750 +119 3167054.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ISS,SARIMAX,0.9457831382751465,"108 4681996.5 +109 3624311.5 +110 3624311.5 +111 3619045.0 +112 3624311.5 +113 3619045.0 +114 3619045.0 +115 4681996.5 +116 4681996.5 +117 3617813.0 +118 3619045.0 +119 4681996.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ITBI,HWES,1.0485293865203857,"108 5.709151e+05 +109 5.752000e+05 +110 5.747311e+05 +111 5.722954e+05 +112 5.773473e+05 +113 6.367821e+05 +114 5.633644e+05 +115 1.545117e+06 +116 1.545117e+06 +117 6.668126e+05 +118 6.624013e+05 +119 6.945823e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do FPM,MLP,1.4001288414001465,"108 1.206663e+07 +109 1.438687e+07 +110 1.084523e+07 +111 1.177941e+07 +112 1.261072e+07 +113 1.223683e+07 +114 1.454284e+07 +115 1.156432e+07 +116 1.182661e+07 +117 1.155981e+07 +118 1.609535e+07 +119 1.763971e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,HWES,0.7069628238677979,"108 10386952.0 +109 10625752.0 +110 10236388.0 +111 10549865.0 +112 10342237.0 +113 10360859.0 +114 10279674.0 +115 10099783.0 +116 10099783.0 +117 10925732.0 +118 10483054.0 +119 11228435.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,MLP,1.6137380599975586,"108 6.318809e+06 +109 2.944367e+06 +110 3.649726e+06 +111 6.059401e+06 +112 5.824748e+06 +113 3.005587e+06 +114 2.532365e+06 +115 1.723204e+06 +116 1.183646e+06 +117 1.075267e+06 +118 1.002494e+06 +119 4.731040e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do ITR,MLP,2.138563871383667,"108 9.403997e+04 +109 5.656054e+04 +110 1.147535e+05 +111 2.048390e+05 +112 1.712813e+05 +113 6.632820e+04 +114 1.289536e+05 +115 8.998761e+04 +116 1.888022e+05 +117 1.415746e+06 +118 4.675491e+05 +119 1.388724e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Transferencias LC 61_1989,MLP,1.2882137298583984,"108 72153.515057 +109 78131.062503 +110 77727.655962 +111 76903.047898 +112 78216.133313 +113 77510.051640 +114 77388.351072 +115 79644.141535 +116 79863.781346 +117 73124.298438 +118 79955.740346 +119 77885.559771 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,IPTU,MLP,1.4596600532531738,"108 1.117357e+05 +109 1.204638e+05 +110 1.683807e+05 +111 1.037560e+06 +112 1.637035e+05 +113 1.575926e+05 +114 1.788598e+05 +115 1.633233e+05 +116 1.642256e+05 +117 2.239540e+05 +118 1.855109e+05 +119 1.962718e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ISS,MLP,0.8495936393737793,"108 250489.253264 +109 238354.174084 +110 239658.573816 +111 228604.241360 +112 227805.538175 +113 224179.728810 +114 221847.155467 +115 214546.190229 +116 206647.695638 +117 206151.956359 +118 198699.772200 +119 192234.684512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ITBI,SES,0.7831151485443115,"108 98749.507812 +109 92297.093750 +110 105731.640625 +111 100644.117188 +112 82136.562500 +113 76425.343750 +114 91220.210938 +115 77685.375000 +116 82136.695312 +117 77626.828125 +118 96211.828125 +119 90921.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,IRRF,Prophet,1.3752241134643555,"108 220697.3125 +109 265455.3125 +110 265455.3125 +111 265455.3125 +112 265455.3125 +113 265455.3125 +114 265455.3125 +115 265455.3125 +116 265455.3125 +117 265455.3125 +118 265455.3125 +119 265455.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do FPM,SARIMAX,0.8377690315246582,"108 2220348.250 +109 3156281.000 +110 1730843.875 +111 1929086.250 +112 2220370.750 +113 2130881.000 +114 2220370.750 +115 1730843.875 +116 1730843.875 +117 1572772.250 +118 2220370.750 +119 3156281.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,HWES,0.8291833400726318,"108 1780073.125 +109 1559953.625 +110 1655518.250 +111 1685814.125 +112 1917971.625 +113 1782943.000 +114 1683950.750 +115 1905240.250 +116 1905240.250 +117 1905240.250 +118 1917971.625 +119 1678382.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,MLP,1.537334680557251,"108 676673.501094 +109 212809.980408 +110 228731.545341 +111 396565.117207 +112 332083.434375 +113 167411.432255 +114 139071.642371 +115 98737.479302 +116 91473.944793 +117 66799.470559 +118 67760.984463 +119 459201.652110 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Transferencias LC 61_1989,XGBoost,0.7960920333862305,"108 18113.591797 +109 16298.032227 +110 16782.962891 +111 18013.652344 +112 16826.312500 +113 16441.660156 +114 16605.361328 +115 17891.150391 +116 15816.446289 +117 17142.646484 +118 17648.763672 +119 17048.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,1.2907257080078125,"96 2902.693359 +97 4035.252441 +98 2599.414551 +99 2483.047852 +100 2141.813965 +101 1890.525269 +102 1792.828003 +103 -461.509277 +104 2449.648193 +105 1265.320923 +106 347.920319 +107 8876.565430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ISS,SARIMAX,1.1457550525665283,"108 41312.234375 +109 42323.492188 +110 42239.777344 +111 41312.234375 +112 41153.671875 +113 41871.109375 +114 46057.054688 +115 42488.687500 +116 45517.910156 +117 45684.558594 +118 46585.843750 +119 46585.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,SES,1.277653694152832,"106 32378.353516 +107 32049.791016 +108 31011.185547 +109 31503.646484 +110 31414.207031 +111 32659.916016 +112 31020.531250 +113 32513.107422 +114 31389.248047 +115 32659.916016 +116 31026.234375 +117 31379.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,IRRF,Prophet,1.3033819198608398,"108 193089.609375 +109 193089.609375 +110 219951.812500 +111 211861.125000 +112 193110.812500 +113 193110.812500 +114 193110.812500 +115 193110.812500 +116 193110.812500 +117 193110.812500 +118 219951.812500 +119 219951.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1587467193603516,"108 1658831.250 +109 1893768.750 +110 1158223.125 +111 1206989.500 +112 1658833.250 +113 1406148.875 +114 1658833.250 +115 1158223.125 +116 1159142.500 +117 1087551.000 +118 1893768.750 +119 1893768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,HWES,0.7908918857574463,"108 1.144349e+06 +109 1.008965e+06 +110 1.008160e+06 +111 1.095225e+06 +112 1.184077e+06 +113 1.094252e+06 +114 1.155618e+06 +115 1.139937e+06 +116 1.139937e+06 +117 1.215664e+06 +118 1.160501e+06 +119 1.148841e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,MLP,1.536712646484375,"108 207931.882154 +109 47021.859650 +110 93959.345455 +111 96019.930796 +112 72975.258066 +113 33004.766235 +114 35295.533159 +115 37391.203691 +116 47903.398321 +117 28979.317751 +118 30671.828419 +119 307339.139598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ITR,XGBoost,1.8866772651672363,"96 363.585907 +97 584.980164 +98 3304.115234 +99 3072.153809 +100 4390.150879 +101 4391.613281 +102 4391.940918 +103 4387.918945 +104 2114.121094 +105 2114.121094 +106 3838.621338 +107 3837.168701 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Transferencias LC 61_1989,AR,1.5851271152496338,"108 9161.201172 +109 8883.068359 +110 8224.534180 +111 10836.137695 +112 10510.431641 +113 11604.542969 +114 11600.086914 +115 8128.979004 +116 8128.979004 +117 9229.926758 +118 8224.535156 +119 10962.208008 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,IPTU,XGBoost,1.4942927360534668,"87 113551.914062 +88 111200.617188 +89 552759.562500 +90 605416.812500 +91 620916.375000 +92 605416.812500 +93 605416.812500 +94 594988.687500 +95 594988.687500 +96 594633.812500 +97 597187.812500 +98 597389.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ISS,Prophet,0.8315443992614746,"96 175517.359375 +97 223590.406250 +98 135234.078125 +99 164574.234375 +100 148998.953125 +101 135234.421875 +102 164574.234375 +103 164580.234375 +104 164580.234375 +105 164580.234375 +106 164574.234375 +107 164580.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ITBI,Prophet,0.7926833629608154,"96 31966.121094 +97 38394.007812 +98 37533.425781 +99 38768.906250 +100 36495.613281 +101 34228.796875 +102 37533.382812 +103 37517.742188 +104 35625.203125 +105 36495.843750 +106 39723.320312 +107 36281.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,IRRF,Prophet,0.7947113513946533,"94 215886.68750 +95 264419.56250 +96 264419.56250 +97 264419.56250 +98 216176.84375 +99 264155.21875 +100 264419.56250 +101 264155.21875 +102 265462.00000 +103 264419.56250 +104 265462.00000 +105 265462.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do FPM,XGBoost,0.9776766300201416,"96 2566539.75 +97 3018383.25 +98 2377516.25 +99 2566539.75 +100 3018448.50 +101 3019177.25 +102 3018383.25 +103 3019177.25 +104 2379316.75 +105 2377516.25 +106 3018448.50 +107 3018383.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,Prophet,1.3790769577026367,"96 1174013.875 +97 1238608.125 +98 1255807.750 +99 1238608.125 +100 1256445.125 +101 1238608.125 +102 1238608.125 +103 1238618.000 +104 1212473.250 +105 1206183.875 +106 1206990.125 +107 1264966.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,MLP,1.6092860698699951,"94 402525.695751 +95 238464.290399 +96 247378.141786 +97 351745.878029 +98 287308.283006 +99 214187.890811 +100 199929.587083 +101 203937.994546 +102 183851.571670 +103 189061.228316 +104 200639.567141 +105 639318.829463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ITR,HWES,1.2460520267486572,"92 83.816780 +93 149.119095 +94 149.119095 +95 159.255463 +96 92.201973 +97 195.221771 +98 160.744995 +99 169.829758 +100 311.315704 +101 5183.070801 +102 147.831177 +103 156.396042 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Transferencias LC 61_1989,MLP,1.0872917175292969,"48 7664.106382 +49 6913.870702 +50 6736.916414 +51 6589.015037 +52 5637.328650 +53 6355.728777 +54 5896.452646 +55 6200.382416 +56 7006.484122 +57 5927.901826 +58 5977.988416 +59 5423.252225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,IPTU,SARIMAX,1.6206722259521484,"104 30011.818359 +105 30868.890625 +106 623382.875000 +107 59329.996094 +108 47991.269531 +109 55434.277344 +110 27102.429688 +111 44919.746094 +112 44919.722656 +113 29856.714844 +114 41477.261719 +115 48116.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ISS,HWES,0.9664108753204346,"108 188949.171875 +109 147448.468750 +110 147285.062500 +111 147448.468750 +112 141841.000000 +113 194153.515625 +114 178217.937500 +115 141841.000000 +116 153557.265625 +117 188856.765625 +118 134707.343750 +119 173962.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ITBI,XGBoost,1.3874382972717285,"108 58521.343750 +109 58886.566406 +110 58531.937500 +111 52412.429688 +112 40556.820312 +113 63405.101562 +114 38012.234375 +115 58166.554688 +116 37410.785156 +117 38911.992188 +118 49718.324219 +119 43216.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,IRRF,AR,0.9559144973754883,"108 325723.468750 +109 325723.468750 +110 325723.468750 +111 79835.960938 +112 325723.468750 +113 325723.468750 +114 339593.625000 +115 79835.960938 +116 325723.468750 +117 325723.468750 +118 339593.625000 +119 339593.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do FPM,SARIMAX,0.7500224113464355,"108 1849540.50 +109 2525364.00 +110 1468739.25 +111 1600704.50 +112 1850160.75 +113 1832882.25 +114 1850160.75 +115 1468739.25 +116 1470761.25 +117 1378113.00 +118 1850160.75 +119 2525364.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,SES,0.8683412075042725,"108 1360420.375 +109 1286370.375 +110 1321109.625 +111 1546147.500 +112 1398100.500 +113 1301963.500 +114 1295030.625 +115 1594284.250 +116 1546836.000 +117 1637680.000 +118 1581438.750 +119 1607268.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,MLP,1.378828525543213,"107 165640.358431 +108 133663.996454 +109 158925.418289 +110 278275.182842 +111 154466.728482 +112 91229.273771 +113 68365.663148 +114 71611.466186 +115 69016.317820 +116 60723.982240 +117 58566.106772 +118 476516.814947 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ITR,HWES,1.2605063915252686,"108 436.451996 +109 508.674988 +110 388.015686 +111 1040.725220 +112 1133.937012 +113 330.653320 +114 1157.378296 +115 1157.918579 +116 2733.213135 +117 5984.923828 +118 1043.239990 +119 1043.141724 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Transferencias LC 61_1989,XGBoost,0.9823594093322754,"108 13138.761719 +109 15885.265625 +110 12425.663086 +111 15733.535156 +112 13086.460938 +113 13656.241211 +114 12220.596680 +115 13798.787109 +116 12532.496094 +117 8559.084961 +118 11167.483398 +119 9259.639648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,IPTU,XGBoost,2.471391201019287,"108 103946.539062 +109 248013.718750 +110 451488.781250 +111 101198.140625 +112 100986.070312 +113 124869.507812 +114 137345.468750 +115 73444.664062 +116 27151.357422 +117 112205.960938 +118 72594.617188 +119 111295.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ISS,Prophet,1.2866275310516357,"108 564316.1875 +109 555911.5000 +110 564283.3750 +111 550384.8125 +112 543418.6250 +113 539061.3750 +114 560349.2500 +115 560252.3750 +116 560349.1875 +117 560349.2500 +118 515798.5625 +119 560252.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ITBI,XGBoost,1.0692646503448486,"108 227697.265625 +109 239589.375000 +110 234091.031250 +111 238537.609375 +112 239589.375000 +113 227697.265625 +114 213693.171875 +115 230102.312500 +116 234089.500000 +117 234091.031250 +118 236774.500000 +119 236774.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,IRRF,XGBoost,0.811577320098877,"108 415587.71875 +109 351821.37500 +110 497980.59375 +111 497980.59375 +112 415587.71875 +113 497980.59375 +114 497980.59375 +115 497980.59375 +116 497980.59375 +117 497980.59375 +118 497980.59375 +119 497980.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do FPM,SARIMAX,0.8615598678588867,"108 2703535.750 +109 3644600.750 +110 2205554.250 +111 2381114.750 +112 2580563.500 +113 2599277.250 +114 2580563.500 +115 2205554.250 +116 2087006.125 +117 2086944.125 +118 2580563.500 +119 3644600.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,HWES,0.7432770729064941,"108 3758528.00 +109 3274000.75 +110 3074453.25 +111 3247524.25 +112 3672072.50 +113 3346918.25 +114 3236279.25 +115 3612411.50 +116 3612411.50 +117 3247524.25 +118 3672072.50 +119 3499683.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,XGBoost,1.4693026542663574,"106 1.545197e+06 +107 3.030433e+05 +108 4.825726e+05 +109 5.773314e+05 +110 1.532417e+06 +111 1.799975e+05 +112 2.171936e+05 +113 7.613580e+04 +114 5.528622e+04 +115 6.159245e+04 +116 6.302386e+04 +117 5.822232e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ITR,AR,1.5941135883331299,"103 400.176025 +104 384.424927 +105 383.057800 +106 486.525604 +107 434.817902 +108 857.425720 +109 856.930725 +110 855.646484 +111 1582.953125 +112 1416.866333 +113 855.652893 +114 877.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Transferencias LC 61_1989,XGBoost,1.2259936332702637,"108 32394.937500 +109 33544.246094 +110 32904.613281 +111 33345.355469 +112 34879.582031 +113 37509.457031 +114 37134.414062 +115 33375.902344 +116 35448.531250 +117 34898.132812 +118 36288.734375 +119 35973.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,IPTU,SARIMAX,1.671724557876587,"103 14732.307617 +104 12316.101562 +105 14793.447266 +106 33955.472656 +107 162147.812500 +108 33947.847656 +109 33958.035156 +110 33947.847656 +111 33958.035156 +112 15222.136719 +113 15167.007812 +114 33955.472656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ISS,XGBoost,0.8884916305541992,"108 35324.363281 +109 34899.574219 +110 34661.773438 +111 35317.882812 +112 35387.195312 +113 35387.195312 +114 35387.195312 +115 35387.195312 +116 35387.195312 +117 35387.195312 +118 35387.195312 +119 35385.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ITBI,MLP,1.254812479019165,"104 21798.460871 +105 17387.487215 +106 21327.224025 +107 21953.078796 +108 21071.276453 +109 19045.209206 +110 17363.064428 +111 21302.274686 +112 21853.498555 +113 21122.188454 +114 21738.896614 +115 21721.162900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,IRRF,HWES,2.0625734329223633,"107 109815.515625 +108 106121.093750 +109 109201.859375 +110 98198.984375 +111 109815.515625 +112 98198.984375 +113 98198.984375 +114 109201.859375 +115 109815.515625 +116 98198.984375 +117 158891.640625 +118 158891.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do FPM,SARIMAX,1.1771135330200195,"108 1.331576e+06 +109 1.891700e+06 +110 1.088314e+06 +111 1.215272e+06 +112 1.332978e+06 +113 1.321235e+06 +114 1.332978e+06 +115 1.088314e+06 +116 1.088314e+06 +117 9.934503e+05 +118 1.332978e+06 +119 1.891700e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,HWES,0.9712421894073486,"108 1112524.000 +109 997047.875 +110 1016669.000 +111 1137748.500 +112 1217046.750 +113 1104058.500 +114 1142864.000 +115 1205676.875 +116 1205676.875 +117 1219946.625 +118 1113412.625 +119 1220081.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,MLP,2.2144253253936768,"108 320639.094070 +109 97004.580450 +110 113819.502862 +111 190760.772521 +112 169308.961937 +113 75588.738726 +114 83430.924884 +115 52855.150317 +116 50769.109954 +117 43569.389479 +118 47348.124930 +119 229429.442656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ITR,XGBoost,18.122581243515015,"33 33186.210938 +34 34788.320312 +35 39484.679688 +36 49435.367188 +37 49435.367188 +38 49339.320312 +39 49336.375000 +40 49435.367188 +41 33186.210938 +42 33186.210938 +43 3364.763184 +44 3364.763184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Transferencias LC 61_1989,XGBoost,1.1248013973236084,"108 11007.552734 +109 9782.500977 +110 9844.380859 +111 9208.527344 +112 8931.308594 +113 9374.943359 +114 9171.916992 +115 8932.375000 +116 9282.027344 +117 9468.837891 +118 10269.354492 +119 10241.745117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,IPTU,SES,0.9259889125823975,"78 4176.999023 +79 4265.395996 +80 2973.153320 +81 34226.867188 +82 33323.246094 +83 30566.031250 +84 21025.132812 +85 5358.144531 +86 1902.602295 +87 3003.925049 +88 1891.703857 +89 2941.450684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ISS,SARIMAX,1.1482422351837158,"108 22060.427734 +109 27815.699219 +110 27794.621094 +111 27815.699219 +112 28942.345703 +113 28942.355469 +114 28942.345703 +115 28942.345703 +116 28942.345703 +117 28942.324219 +118 42973.371094 +119 42974.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ITBI,SARIMAX,1.3425078392028809,"107 13437.458008 +108 14049.137695 +109 9672.702148 +110 11249.611328 +111 11527.263672 +112 12929.880859 +113 14049.137695 +114 14049.141602 +115 10581.711914 +116 14049.137695 +117 10266.100586 +118 10581.711914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,IRRF,SARIMAX,1.2589740753173828,"108 80857.890625 +109 80857.890625 +110 80857.890625 +111 80857.890625 +112 105247.359375 +113 80857.890625 +114 80857.890625 +115 80857.890625 +116 80857.890625 +117 105247.304688 +118 105247.304688 +119 105247.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do FPM,SARIMAX,1.727501392364502,"108 1.527812e+06 +109 1.893768e+06 +110 1.139612e+06 +111 1.192172e+06 +112 1.527812e+06 +113 1.382096e+06 +114 1.527812e+06 +115 1.139612e+06 +116 1.139612e+06 +117 1.018853e+06 +118 1.893768e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,HWES,0.9163162708282471,"108 469390.25000 +109 392474.62500 +110 393039.62500 +111 467363.46875 +112 485888.87500 +113 468058.90625 +114 467363.46875 +115 485158.65625 +116 485158.65625 +117 424806.59375 +118 468835.78125 +119 424806.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9595346450805664,"108 58190.343750 +109 20008.771484 +110 48045.320312 +111 58190.343750 +112 26398.097656 +113 17893.900391 +114 8118.533203 +115 8166.897949 +116 8701.724609 +117 4673.215332 +118 4237.743164 +119 58010.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ITR,AR,1.8679492473602295,"96 166.661728 +97 1136.696533 +98 166.661728 +99 151.354294 +100 96.430435 +101 71.034149 +102 433.856537 +103 445.702667 +104 1942.896973 +105 9414.641602 +106 1136.696533 +107 439.384552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Transferencias LC 61_1989,XGBoost,1.6449322700500488,"60 3653.303711 +61 4121.637207 +62 3585.675293 +63 3653.302002 +64 2471.669189 +65 2471.657959 +66 2471.668701 +67 2471.657959 +68 2471.750732 +69 3669.662354 +70 2471.657959 +71 2471.668701 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,IPTU,HWES,1.6751883029937744,"108 2548.624756 +109 3177.950195 +110 11052.118164 +111 117542.875000 +112 10198.403320 +113 6830.375000 +114 6570.015625 +115 5867.108887 +116 5488.814941 +117 2997.873291 +118 6461.817871 +119 4363.934570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ISS,XGBoost,0.9516515731811523,"108 26649.769531 +109 16076.684570 +110 12338.158203 +111 14373.310547 +112 15186.613281 +113 16356.597656 +114 15762.181641 +115 13801.138672 +116 13850.089844 +117 15482.844727 +118 17730.769531 +119 13457.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ITBI,MLP,1.206317663192749,"108 46296.858954 +109 31614.298938 +110 43093.694116 +111 42488.949267 +112 43954.363078 +113 39053.942214 +114 42999.295378 +115 37593.915535 +116 43564.513340 +117 42181.979895 +118 25202.971597 +119 35471.550746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,IRRF,SARIMAX,1.5438106060028076,"108 233733.562500 +109 233733.562500 +110 233733.562500 +111 233733.562500 +112 233733.562500 +113 233733.562500 +114 161190.515625 +115 233733.562500 +116 233733.562500 +117 233733.562500 +118 233733.562500 +119 233733.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do FPM,SARIMAX,0.8083150386810303,"108 1647670.250 +109 1893749.875 +110 1450261.625 +111 1647651.000 +112 1893673.125 +113 1647651.000 +114 1893749.875 +115 1450261.625 +116 1450260.000 +117 1307571.000 +118 1893673.125 +119 1893749.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,HWES,1.3038914203643799,"108 1465775.125 +109 1394741.750 +110 1395252.250 +111 1548584.875 +112 1548914.500 +113 1471414.500 +114 1499114.250 +115 1548584.875 +116 1548584.875 +117 1548913.750 +118 1473212.500 +119 1451876.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,MLP,1.4869890213012695,"107 201167.798571 +108 136264.521571 +109 79713.038258 +110 130955.839056 +111 139324.465034 +112 80111.937847 +113 111596.239799 +114 36614.283459 +115 41817.241533 +116 41849.347043 +117 43172.452921 +118 124618.978434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ITR,SARIMAX,1.586773157119751,"36 38406.132812 +37 28296.566406 +38 28508.453125 +39 31716.214844 +40 31860.925781 +41 32296.878906 +42 31718.283203 +43 31860.925781 +44 141007.250000 +45 691912.500000 +46 51915.398438 +47 51915.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,IPTU,MLP,2.3435657024383545,"108 346402.678510 +109 197015.431558 +110 54884.605595 +111 57504.749801 +112 62056.797783 +113 54042.652775 +114 78238.613393 +115 57615.915854 +116 62806.600039 +117 80609.802065 +118 70500.544689 +119 64554.658807 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ISS,SARIMAX,1.597459316253662,"108 166613.484375 +109 179777.796875 +110 166613.484375 +111 166613.484375 +112 167250.718750 +113 179777.796875 +114 167250.718750 +115 185538.265625 +116 185538.265625 +117 185538.265625 +118 185538.265625 +119 185538.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ITBI,XGBoost,1.2836813926696777,"108 30553.476562 +109 24148.884766 +110 39862.171875 +111 30969.384766 +112 28696.470703 +113 30974.326172 +114 31493.832031 +115 29584.095703 +116 29899.212891 +117 41492.148438 +118 30974.326172 +119 30969.384766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,IRRF,XGBoost,1.4549226760864258,"108 154051.28125 +109 154051.65625 +110 154051.28125 +111 154051.28125 +112 154051.65625 +113 154051.28125 +114 154051.65625 +115 154051.65625 +116 154051.65625 +117 154051.65625 +118 154051.65625 +119 154051.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do FPM,SARIMAX,2.49023699760437,"108 1341982.25 +109 1893539.75 +110 1064135.75 +111 1193695.25 +112 1346188.50 +113 1294926.75 +114 1346188.50 +115 1064135.75 +116 1064135.75 +117 976094.25 +118 1346188.50 +119 1893539.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,HWES,1.124112606048584,"108 542499.87500 +109 519560.25000 +110 532710.00000 +111 517891.21875 +112 560910.00000 +113 536928.43750 +114 517172.53125 +115 538304.00000 +116 527430.43750 +117 520858.65625 +118 561930.62500 +119 675278.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,MLP,1.878201961517334,"105 312615.518555 +106 97570.061628 +107 120483.746378 +108 183687.231475 +109 162861.221939 +110 84354.884083 +111 88986.839326 +112 74255.981445 +113 69366.204877 +114 62294.586885 +115 63677.529656 +116 247761.587847 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do ITR,XGBoost,1.1443250179290771,"92 2513.857422 +93 91.442215 +94 2462.247559 +95 4532.350586 +96 6332.958984 +97 4530.448242 +98 4530.448242 +99 6332.666016 +100 10271.187500 +101 10265.345703 +102 6331.744629 +103 4529.371582 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Transferencias LC 61_1989,XGBoost,0.9894776344299316,"72 4690.452637 +73 5963.529297 +74 5958.597168 +75 5756.667480 +76 5990.424316 +77 7560.280762 +78 6746.092285 +79 5990.614746 +80 5103.224121 +81 4987.192383 +82 7553.209473 +83 4793.908691 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,IPTU,SARIMAX,1.5838606357574463,"108 12363.287109 +109 54202.054688 +110 175002.359375 +111 545860.187500 +112 113563.843750 +113 302071.187500 +114 260936.515625 +115 270287.781250 +116 159399.015625 +117 480169.781250 +118 159256.921875 +119 158657.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ISS,SARIMAX,0.9549500942230225,"108 1938856.500 +109 1940254.625 +110 1940757.000 +111 1919056.250 +112 1927918.375 +113 1938995.125 +114 1938995.125 +115 1939350.000 +116 1939350.000 +117 1938995.125 +118 1938995.125 +119 1919056.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ITBI,HWES,0.747758150100708,"108 350548.15625 +109 356430.78125 +110 323899.75000 +111 358362.62500 +112 349218.59375 +113 352469.00000 +114 261770.09375 +115 525935.62500 +116 491402.87500 +117 289297.84375 +118 278150.34375 +119 267539.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,IRRF,XGBoost,0.9959104061126709,"108 6.961774e+05 +109 6.613908e+05 +110 1.045648e+06 +111 1.045648e+06 +112 1.045648e+06 +113 1.045648e+06 +114 1.045648e+06 +115 6.961774e+05 +116 6.961774e+05 +117 1.045648e+06 +118 1.045648e+06 +119 1.098125e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do FPM,SARIMAX,2.970144271850586,"108 3520853.50 +109 5050049.50 +110 2837252.75 +111 3109896.75 +112 3524411.50 +113 3483981.50 +114 3524495.00 +115 2831985.75 +116 2831985.75 +117 2730256.50 +118 3524411.50 +119 5050049.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,HWES,0.7699258327484131,"108 5710776.0 +109 4602230.0 +110 4616212.0 +111 5711237.0 +112 5693346.0 +113 5710660.5 +114 5710664.0 +115 5681833.5 +116 5681833.5 +117 5693346.0 +118 5710776.0 +119 5693346.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,MLP,2.5891222953796387,"108 3.003049e+06 +109 9.927344e+05 +110 1.489213e+06 +111 2.206982e+06 +112 1.485488e+06 +113 7.192310e+05 +114 6.681787e+05 +115 4.217763e+05 +116 3.719447e+05 +117 3.423118e+05 +118 2.952958e+05 +119 3.679825e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ITR,SARIMAX,1.919088363647461,"36 691.992676 +37 1053.294434 +38 668.518188 +39 668.518188 +40 1259.390747 +41 1259.390747 +42 1135.806519 +43 1756.819702 +44 23956.861328 +45 23956.861328 +46 548.880615 +47 549.995911 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Transferencias LC 61_1989,AR,1.0302777290344238,"108 56225.320312 +109 45042.593750 +110 53372.789062 +111 51161.128906 +112 50516.589844 +113 51337.382812 +114 56513.917969 +115 51702.613281 +116 51528.539062 +117 56775.156250 +118 53371.789062 +119 57003.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,SARIMAX,1.606536626815796,"106 43545.402344 +107 54161.925781 +108 102821.281250 +109 211163.093750 +110 239443.703125 +111 301828.281250 +112 948738.187500 +113 307177.718750 +114 301701.718750 +115 306430.062500 +116 307179.750000 +117 296761.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,SARIMAX,0.8538551330566406,"108 178008.484375 +109 176632.328125 +110 178250.281250 +111 178250.281250 +112 175999.250000 +113 157389.906250 +114 167405.140625 +115 254091.984375 +116 168558.234375 +117 167575.187500 +118 165324.156250 +119 166806.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,XGBoost,1.5241496562957764,"108 209466.328125 +109 172555.796875 +110 192019.609375 +111 104368.273438 +112 179506.031250 +113 123537.656250 +114 101692.882812 +115 208409.062500 +116 78128.242188 +117 118021.429688 +118 72640.257812 +119 80022.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,IRRF,XGBoost,1.0591394901275635,"108 156177.859375 +109 156177.859375 +110 156177.859375 +111 156177.859375 +112 156177.859375 +113 156177.859375 +114 156177.859375 +115 156177.859375 +116 156177.484375 +117 156177.859375 +118 156177.859375 +119 225275.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9600663185119629,"108 1.630674e+06 +109 1.893769e+06 +110 1.372826e+06 +111 1.419708e+06 +112 1.630674e+06 +113 1.630675e+06 +114 1.893769e+06 +115 1.372826e+06 +116 1.372826e+06 +117 1.008018e+06 +118 1.630674e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,MLP,0.9258542060852051,"108 1.889757e+06 +109 1.871248e+06 +110 1.896797e+06 +111 1.936277e+06 +112 1.948706e+06 +113 1.897394e+06 +114 1.908564e+06 +115 1.911838e+06 +116 1.898828e+06 +117 1.910306e+06 +118 1.839757e+06 +119 1.873675e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,MLP,1.9980285167694092,"108 646291.654555 +109 196669.089260 +110 229604.160432 +111 429527.730188 +112 343855.007983 +113 144326.039770 +114 139030.426219 +115 108253.417090 +116 102511.084818 +117 67955.081441 +118 74221.698257 +119 351320.571268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ITR,MLP,2.1565282344818115,"108 2.145579e+05 +109 1.199031e+04 +110 3.593538e+04 +111 2.099735e+04 +112 1.944751e+04 +113 5.256036e+03 +114 4.566179e+03 +115 3.860947e+04 +116 4.270260e+05 +117 2.352117e+06 +118 1.997118e+05 +119 2.375192e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,IPTU,SARIMAX,0.9252147674560547,"95 7236.026367 +96 7952.773438 +97 7877.780273 +98 46275.796875 +99 93139.234375 +100 76127.117188 +101 46275.796875 +102 46275.796875 +103 93139.234375 +104 46270.078125 +105 10208.716797 +106 10210.509766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ISS,MLP,1.410569667816162,"96 17435.569298 +97 15714.052442 +98 15387.019348 +99 16705.329553 +100 16585.345395 +101 15434.466725 +102 16511.724603 +103 17029.640790 +104 16819.057315 +105 15994.114239 +106 15553.270125 +107 15059.555532 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ITBI,MLP,0.8620131015777588,"95 21166.301800 +96 23130.565464 +97 23787.478432 +98 25343.783857 +99 25426.259168 +100 23473.786018 +101 24534.076749 +102 25287.622035 +103 26682.977250 +104 20057.276741 +105 19311.296592 +106 24138.738826 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,IRRF,SARIMAX,0.8478670120239258,"96 124969.679688 +97 97785.179688 +98 116005.437500 +99 143264.578125 +100 101988.671875 +101 97828.125000 +102 97785.179688 +103 142702.171875 +104 97785.179688 +105 97785.179688 +106 97828.125000 +107 142702.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do FPM,SARIMAX,0.8466241359710693,"96 1.349476e+06 +97 1.893769e+06 +98 1.110946e+06 +99 1.206779e+06 +100 1.350143e+06 +101 1.343264e+06 +102 1.350143e+06 +103 1.110946e+06 +104 1.111221e+06 +105 1.020578e+06 +106 1.350143e+06 +107 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,MLP,0.9803633689880371,"96 635526.182555 +97 641970.258629 +98 646186.202557 +99 642651.210397 +100 633508.970546 +101 634400.584053 +102 629856.735410 +103 624545.934948 +104 619388.548178 +105 605835.698911 +106 604816.848340 +107 588548.288222 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,AR,2.4181058406829834,"96 73005.984375 +97 22684.691406 +98 48724.781250 +99 73005.984375 +100 50299.687500 +101 16452.150391 +102 15982.741211 +103 17019.505859 +104 24792.654297 +105 15982.711914 +106 15308.758789 +107 92918.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ITR,AR,1.1642682552337646,"96 6157.725586 +97 4964.330078 +98 8697.853516 +99 8697.853516 +100 5037.445801 +101 2915.985596 +102 4523.533203 +103 4564.541016 +104 26714.046875 +105 132947.015625 +106 5115.725098 +107 5122.436035 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Transferencias LC 61_1989,SARIMAX,1.0587666034698486,"96 7634.315430 +97 7216.406250 +98 7178.759766 +99 7647.013672 +100 7378.940430 +101 7435.148438 +102 7438.444336 +103 7174.250977 +104 8997.266602 +105 6970.648438 +106 7006.798828 +107 7479.397949 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,IPTU,SES,1.7434120178222656,"108 78967.796875 +109 76062.500000 +110 303903.031250 +111 239737.062500 +112 154942.125000 +113 158707.359375 +114 158707.359375 +115 154942.125000 +116 58139.335938 +117 63998.480469 +118 144062.796875 +119 66863.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ISS,AR,1.1886465549468994,"108 393444.18750 +109 406072.68750 +110 403278.90625 +111 389969.03125 +112 389967.28125 +113 403278.53125 +114 403278.53125 +115 395659.18750 +116 396084.28125 +117 368689.09375 +118 368689.09375 +119 355379.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ITBI,SES,1.8672571182250977,"108 76062.773438 +109 91639.156250 +110 102957.296875 +111 77554.679688 +112 95216.921875 +113 101475.953125 +114 95910.757812 +115 70246.929688 +116 97546.500000 +117 98783.671875 +118 93637.570312 +119 86527.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,IRRF,SARIMAX,0.8863515853881836,"108 332821.78125 +109 333188.78125 +110 332821.78125 +111 332821.78125 +112 333188.78125 +113 428616.93750 +114 428616.93750 +115 332821.78125 +116 333188.78125 +117 333188.78125 +118 332821.78125 +119 428744.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do FPM,SARIMAX,0.7857100963592529,"108 2763299.750 +109 2988169.000 +110 2179548.500 +111 2594857.750 +112 2595188.250 +113 2594754.000 +114 2595188.250 +115 2179548.500 +116 2179548.500 +117 2081941.875 +118 2595188.250 +119 2988169.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,SES,0.7093422412872314,"108 1891812.750 +109 1727633.375 +110 1734167.250 +111 1909855.125 +112 1872058.000 +113 1886572.000 +114 1909855.125 +115 1863505.375 +116 1863505.375 +117 1835332.000 +118 1898309.625 +119 1835332.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,MLP,1.403740644454956,"108 911500.439614 +109 215091.517648 +110 279730.686151 +111 501571.823722 +112 298299.430437 +113 124555.011199 +114 108452.780299 +115 81049.957808 +116 73388.735105 +117 65141.424444 +118 49971.705084 +119 785063.930882 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ITR,AR,1.1710760593414307,"107 383.607727 +108 332.259186 +109 315.385223 +110 301.479767 +111 383.607727 +112 352.274078 +113 332.259186 +114 352.274078 +115 9046.884766 +116 1069.582153 +117 110.429771 +118 110.427498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,IPTU,SARIMAX,4.372685432434082,"106 8018.140625 +107 6922.450195 +108 232173.218750 +109 675153.625000 +110 68330.218750 +111 79832.109375 +112 74752.382812 +113 68822.070312 +114 23765.482422 +115 42084.015625 +116 23499.041016 +117 22382.865234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ISS,XGBoost,1.2678654193878174,"108 81978.070312 +109 73668.570312 +110 73633.320312 +111 81978.070312 +112 73671.117188 +113 73671.117188 +114 73723.570312 +115 91118.773438 +116 81978.070312 +117 91118.773438 +118 81978.070312 +119 81978.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ITBI,HWES,1.3427231311798096,"106 11914.843750 +107 15039.144531 +108 17545.767578 +109 14098.033203 +110 18906.542969 +111 17083.980469 +112 15135.602539 +113 15293.878906 +114 16960.855469 +115 16962.539062 +116 17464.800781 +117 16119.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,IRRF,Prophet,1.572500467300415,"108 109175.757812 +109 151225.703125 +110 151225.703125 +111 151225.703125 +112 109175.757812 +113 151225.703125 +114 109175.757812 +115 109175.765625 +116 109175.757812 +117 109175.765625 +118 109175.757812 +119 151225.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do FPM,SARIMAX,1.3387298583984375,"108 1.309708e+06 +109 1.893768e+06 +110 1.035002e+06 +111 1.156366e+06 +112 1.310017e+06 +113 1.263424e+06 +114 1.310017e+06 +115 1.035002e+06 +116 1.035002e+06 +117 9.419740e+05 +118 1.310017e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,HWES,1.2456095218658447,"108 872421.0000 +109 611377.1875 +110 704071.0625 +111 854687.2500 +112 917003.7500 +113 867093.3750 +114 875371.5000 +115 935644.4375 +116 935642.3125 +117 912066.1250 +118 849931.0000 +119 912066.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,MLP,1.998138427734375,"108 386923.077924 +109 103286.466647 +110 123324.610108 +111 195674.794510 +112 132876.839991 +113 74048.661839 +114 64718.793625 +115 47556.282217 +116 49509.398413 +117 47562.923970 +118 38880.121140 +119 480259.571012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ITR,AR,1.2957148551940918,"90 3133.518311 +91 3124.184814 +92 2884.750000 +93 13745.730469 +94 4259.205566 +95 4259.216797 +96 20973.259766 +97 12161.244141 +98 12062.612305 +99 12062.612305 +100 12161.244141 +101 12159.909180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Transferencias LC 61_1989,AR,1.1639492511749268,"108 7947.037598 +109 9124.854492 +110 8022.146973 +111 8144.048828 +112 7689.468750 +113 7814.002930 +114 7905.408691 +115 7533.461914 +116 7620.004395 +117 8373.178711 +118 7424.347656 +119 7809.376465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,IPTU,XGBoost,1.4030742645263672,"96 5.293637e+05 +97 4.642093e+05 +98 2.793292e+06 +99 3.864034e+06 +100 5.303842e+05 +101 4.765581e+05 +102 4.670375e+05 +103 4.670375e+05 +104 4.659348e+05 +105 4.731447e+05 +106 4.366101e+05 +107 6.388427e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ISS,SARIMAX,0.8665812015533447,"96 1023102.000 +97 927507.250 +98 1020910.750 +99 906491.250 +100 906491.250 +101 1023102.000 +102 1022408.625 +103 1020910.750 +104 1022408.625 +105 1023102.000 +106 1020910.750 +107 1020910.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ITBI,HWES,0.8803198337554932,"96 312209.87500 +97 316395.53125 +98 324189.96875 +99 308601.46875 +100 302555.21875 +101 466504.12500 +102 316395.53125 +103 445071.56250 +104 465742.00000 +105 317270.93750 +106 317333.37500 +107 313380.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,IRRF,SARIMAX,1.2807912826538086,"96 1848278.000 +97 1849413.250 +98 1848278.000 +99 1849045.625 +100 1849828.125 +101 1849045.625 +102 1849423.125 +103 1849423.125 +104 1848278.875 +105 1849423.125 +106 1849423.125 +107 1849423.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do FPM,MLP,1.7546453475952148,"95 4.476032e+06 +96 5.700101e+06 +97 4.223485e+06 +98 4.377461e+06 +99 4.477898e+06 +100 4.452249e+06 +101 4.688836e+06 +102 4.428188e+06 +103 4.417453e+06 +104 4.445684e+06 +105 4.643593e+06 +106 5.021648e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,MLP,0.933258056640625,"96 2.085625e+06 +97 2.134191e+06 +98 2.136111e+06 +99 2.098722e+06 +100 2.129105e+06 +101 2.051753e+06 +102 2.044961e+06 +103 2.041162e+06 +104 2.015911e+06 +105 2.003979e+06 +106 1.994283e+06 +107 2.023269e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,MLP,1.5314381122589111,"96 1.688631e+06 +97 1.084626e+06 +98 1.155232e+06 +99 2.219142e+06 +100 1.730186e+06 +101 8.649530e+05 +102 6.801353e+05 +103 6.450715e+05 +104 4.734624e+05 +105 4.343531e+05 +106 4.439107e+05 +107 2.817317e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ITR,Prophet,1.4985928535461426,"81 167.298813 +82 188.977112 +83 167.298813 +84 103.240173 +85 271.607819 +86 180.799988 +87 271.267914 +88 199.475632 +89 230.977158 +90 893.381348 +91 119.768021 +92 77.488754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Transferencias LC 61_1989,XGBoost,0.9306857585906982,"96 21883.714844 +97 23854.199219 +98 21226.593750 +99 21912.935547 +100 20489.966797 +101 23570.699219 +102 20537.867188 +103 23728.136719 +104 22481.701172 +105 22488.914062 +106 23569.664062 +107 20536.408203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,IPTU,MLP,1.6678476333618164,"108 22536.990869 +109 22293.181758 +110 35488.481999 +111 43251.125242 +112 274559.779431 +113 245406.254674 +114 52092.419303 +115 101276.010883 +116 112952.667310 +117 32928.040889 +118 29402.648567 +119 28620.146399 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ISS,XGBoost,1.295797348022461,"108 117625.203125 +109 102430.125000 +110 102325.296875 +111 113526.453125 +112 102038.023438 +113 102041.640625 +114 113366.390625 +115 102320.835938 +116 101918.625000 +117 101926.078125 +118 101926.078125 +119 101915.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ITBI,XGBoost,1.2551796436309814,"108 38905.691406 +109 38960.402344 +110 91043.578125 +111 27377.279297 +112 37610.679688 +113 31230.927734 +114 38863.304688 +115 32840.390625 +116 31144.287109 +117 34640.500000 +118 30736.466797 +119 30496.072266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,IRRF,Prophet,0.8480918407440186,"108 169267.500000 +109 98189.718750 +110 127416.382812 +111 93907.671875 +112 114037.687500 +113 91561.984375 +114 93907.671875 +115 93907.671875 +116 116213.062500 +117 133794.671875 +118 93907.671875 +119 116304.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do FPM,SARIMAX,0.8943800926208496,"108 1787727.875 +109 2525037.500 +110 1435185.875 +111 1617890.250 +112 1792373.625 +113 1756108.500 +114 1792378.875 +115 1435185.875 +116 1435032.250 +117 1308168.375 +118 1792373.625 +119 2525037.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,HWES,0.822563886642456,"108 9.241694e+05 +109 8.674783e+05 +110 8.654729e+05 +111 1.031354e+06 +112 9.941971e+05 +113 8.924334e+05 +114 1.032548e+06 +115 9.962326e+05 +116 9.962326e+05 +117 9.962326e+05 +118 9.271880e+05 +119 9.577174e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,MLP,1.4565095901489258,"108 626718.716312 +109 147626.284576 +110 228787.707558 +111 344000.610705 +112 258643.495499 +113 119756.315848 +114 76187.695648 +115 78431.677324 +116 86665.540355 +117 56368.271904 +118 65397.073736 +119 507299.276940 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ITR,SARIMAX,1.4426376819610596,"105 64.025505 +106 -5.456017 +107 118.464714 +108 76.205269 +109 49.393272 +110 49.393272 +111 43.205086 +112 117.547668 +113 3672.335938 +114 6427.597656 +115 2780.784424 +116 1154.448975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Transferencias LC 61_1989,XGBoost,1.175891399383545,"108 8873.022461 +109 7584.689941 +110 8183.516113 +111 8416.989258 +112 9207.744141 +113 9004.017578 +114 10276.887695 +115 8992.593750 +116 8442.599609 +117 8496.470703 +118 8736.609375 +119 8403.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,IPTU,HWES,1.8846662044525146,"108 102409.140625 +109 136697.546875 +110 263528.531250 +111 107086.164062 +112 99838.296875 +113 105658.328125 +114 91484.085938 +115 99659.328125 +116 105469.234375 +117 90893.929688 +118 90904.726562 +119 235370.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ISS,SARIMAX,1.3902690410614014,"108 386252.1250 +109 386252.1250 +110 387323.9375 +111 386252.1250 +112 386252.1250 +113 386252.1250 +114 387321.3750 +115 386252.1250 +116 386252.1250 +117 386252.1250 +118 386252.1250 +119 386252.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ITBI,MLP,1.89878511428833,"108 267475.688641 +109 279696.746647 +110 296823.487692 +111 302025.264489 +112 297256.874589 +113 307705.153223 +114 325122.422839 +115 338115.312567 +116 355581.869084 +117 342829.693665 +118 295673.469715 +119 307488.066678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,IRRF,Prophet,0.824958324432373,"108 313897.46875 +109 313897.46875 +110 313897.46875 +111 313897.46875 +112 313897.46875 +113 360188.03125 +114 313897.46875 +115 440699.31250 +116 313897.46875 +117 360188.03125 +118 313897.46875 +119 440704.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do FPM,SARIMAX,0.8448886871337891,"108 2858230.25 +109 3787536.75 +110 2491941.25 +111 2586745.50 +112 3133777.50 +113 2892889.25 +114 3787536.75 +115 2491941.25 +116 2491937.25 +117 1900833.00 +118 3133777.50 +119 3787536.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,HWES,0.9787189960479736,"108 2835568.50 +109 2574589.75 +110 2924065.00 +111 3078749.50 +112 3005013.00 +113 2835565.25 +114 3084962.25 +115 3084962.25 +116 3084962.25 +117 3005139.50 +118 2835565.25 +119 3005139.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,MLP,1.8541264533996582,"108 591898.361377 +109 224051.989773 +110 275321.850138 +111 433768.327658 +112 439774.279581 +113 196921.174280 +114 157710.761979 +115 153151.453544 +116 122548.366603 +117 97597.975564 +118 92497.574236 +119 479695.298276 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ITR,AR,2.0752105712890625,"96 168238.890625 +97 22084.753906 +98 23634.888672 +99 29117.398438 +100 23870.861328 +101 25902.628906 +102 27093.072266 +103 29117.398438 +104 186777.203125 +105 937544.250000 +106 289780.968750 +107 186772.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Transferencias LC 61_1989,XGBoost,1.3893229961395264,"108 26810.193359 +109 25960.416016 +110 23512.892578 +111 29529.832031 +112 28657.322266 +113 27819.457031 +114 33255.695312 +115 28187.980469 +116 28331.742188 +117 27927.949219 +118 26644.126953 +119 27395.607422 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,IPTU,AR,2.1977052688598633,"108 12564.058594 +109 12049.181641 +110 17808.314453 +111 386553.437500 +112 51243.042969 +113 56091.085938 +114 55613.453125 +115 53913.367188 +116 53913.367188 +117 50105.355469 +118 20004.927734 +119 24820.939453 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ISS,SARIMAX,0.8893172740936279,"108 93312.812500 +109 92269.531250 +110 92271.343750 +111 92087.304688 +112 92087.304688 +113 92269.648438 +114 93311.000000 +115 92533.187500 +116 104245.500000 +117 104245.500000 +118 104245.500000 +119 104245.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ITBI,MLP,1.468017339706421,"108 90566.836971 +109 97227.199753 +110 87957.858661 +111 79410.440872 +112 90038.484720 +113 63061.098750 +114 86787.277254 +115 63576.300609 +116 80756.845517 +117 57875.470918 +118 69360.938149 +119 76912.066506 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,IRRF,HWES,1.832592487335205,"108 222412.31250 +109 222412.31250 +110 334437.40625 +111 222412.31250 +112 222412.31250 +113 334437.40625 +114 334437.40625 +115 222412.31250 +116 334437.40625 +117 222412.31250 +118 222412.31250 +119 334437.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do FPM,SARIMAX,1.5678539276123047,"108 1890807.500 +109 1780433.375 +110 1890587.875 +111 1890806.375 +112 1890807.500 +113 1890807.500 +114 1893769.875 +115 1890587.875 +116 1890587.875 +117 1890120.375 +118 1890807.500 +119 1780433.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,HWES,0.7617058753967285,"108 2025553.50 +109 1705884.50 +110 1609105.25 +111 1595121.50 +112 1595006.00 +113 1689412.25 +114 1595521.00 +115 1594887.75 +116 1595121.50 +117 1587947.25 +118 1785433.00 +119 1589335.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,AR,2.1011545658111572,"108 336276.500000 +109 321094.562500 +110 321580.562500 +111 147230.703125 +112 149296.890625 +113 322916.250000 +114 320053.062500 +115 333829.062500 +116 315733.062500 +117 333918.500000 +118 333918.500000 +119 147664.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ITR,SARIMAX,1.0671026706695557,"48 83646.703125 +49 408191.531250 +50 435692.500000 +51 307681.812500 +52 307681.812500 +53 307681.812500 +54 307681.812500 +55 82205.179688 +56 82205.179688 +57 79211.875000 +58 82043.976562 +59 82043.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,IPTU,SARIMAX,1.2518455982208252,"103 3525.494141 +104 3631.350586 +105 21779.330078 +106 18033.765625 +107 21779.330078 +108 5176.358398 +109 8491.620117 +110 8493.392578 +111 5163.792480 +112 8340.242188 +113 8493.392578 +114 10011.306641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ISS,MLP,1.3435766696929932,"108 35115.909218 +109 6775.524962 +110 30167.493016 +111 25919.649553 +112 18032.346835 +113 16118.660467 +114 13758.749059 +115 14853.244244 +116 15948.904459 +117 52435.548642 +118 29834.216534 +119 25123.646860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ITBI,MLP,1.9238371849060059,"95 92963.015833 +96 67622.892078 +97 72328.617385 +98 66297.432036 +99 54118.754914 +100 51834.655723 +101 50169.292237 +102 69500.466939 +103 46733.402492 +104 48755.319135 +105 51785.929805 +106 52531.984177 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,IRRF,Prophet,0.922368049621582,"108 211453.421875 +109 210147.484375 +110 211446.812500 +111 211446.812500 +112 211453.421875 +113 211446.812500 +114 211446.812500 +115 211446.812500 +116 211446.812500 +117 211446.812500 +118 211446.812500 +119 211366.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do FPM,SARIMAX,0.8350980281829834,"108 1359507.750 +109 1893811.500 +110 1147246.500 +111 1202865.375 +112 1359575.250 +113 1347517.125 +114 1359575.250 +115 1147246.500 +116 1147246.500 +117 1074222.375 +118 1359575.250 +119 1893811.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,HWES,1.1636159420013428,"108 1.104447e+06 +109 1.042872e+06 +110 1.117124e+06 +111 1.129309e+06 +112 1.127774e+06 +113 1.104447e+06 +114 1.121400e+06 +115 1.129388e+06 +116 1.129388e+06 +117 1.128033e+06 +118 1.104447e+06 +119 1.128033e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,XGBoost,1.5521228313446045,"95 39495.714844 +96 28558.638672 +97 26752.769531 +98 28559.048828 +99 30680.656250 +100 27733.445312 +101 17081.570312 +102 15389.831055 +103 15362.234375 +104 16887.505859 +105 15362.234375 +106 28882.457031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ITR,SARIMAX,1.8943352699279785,"104 115224.328125 +105 48268.300781 +106 47472.082031 +107 47188.085938 +108 74614.375000 +109 48156.011719 +110 47091.082031 +111 47159.582031 +112 276843.843750 +113 580015.562500 +114 243212.765625 +115 242270.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Transferencias LC 61_1989,XGBoost,1.679882526397705,"108 10175.476562 +109 8479.164062 +110 9238.941406 +111 10366.289062 +112 9176.861328 +113 9519.029297 +114 9524.156250 +115 10097.349609 +116 10068.806641 +117 9884.267578 +118 9321.740234 +119 9836.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,IPTU,HWES,1.50722336769104,"96 1213.043701 +97 28594.226562 +98 4098.252930 +99 34526.152344 +100 173596.265625 +101 26728.886719 +102 2053.204590 +103 968.849915 +104 -2762.847412 +105 -2706.859619 +106 -2706.859619 +107 -2657.983154 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ISS,Prophet,1.1541976928710938,"108 69263.203125 +109 71056.070312 +110 59662.714844 +111 59662.921875 +112 59662.921875 +113 66002.140625 +114 69263.203125 +115 68684.320312 +116 66002.140625 +117 59662.921875 +118 68663.742188 +119 66128.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ITBI,XGBoost,1.5923888683319092,"108 37634.996094 +109 37653.226562 +110 37612.859375 +111 37653.226562 +112 38007.550781 +113 37651.332031 +114 37612.859375 +115 38172.972656 +116 37976.941406 +117 37612.859375 +118 38434.937500 +119 38172.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,IRRF,AR,1.4010121822357178,"108 10167.393555 +109 114563.796875 +110 106153.265625 +111 106153.265625 +112 112686.195312 +113 112686.195312 +114 106153.265625 +115 114530.476562 +116 106153.265625 +117 111537.765625 +118 106153.265625 +119 239548.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do FPM,SARIMAX,0.8897476196289062,"108 1354422.625 +109 2525024.750 +110 1348804.375 +111 1340131.125 +112 1691226.125 +113 1662370.625 +114 2525024.750 +115 1348804.375 +116 1354422.625 +117 1299169.500 +118 1691226.125 +119 2525024.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,HWES,0.911907434463501,"108 744901.4375 +109 543545.0000 +110 653046.5625 +111 724197.4375 +112 729522.7500 +113 689772.5625 +114 723597.2500 +115 781524.1250 +116 780684.6250 +117 764355.4375 +118 739696.9375 +119 771778.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,MLP,1.6248579025268555,"108 253176.095277 +109 75695.096239 +110 117005.154003 +111 167159.080961 +112 99222.701816 +113 54399.651416 +114 41126.114662 +115 35732.304604 +116 23257.645219 +117 28087.983546 +118 28556.901988 +119 213640.049131 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ITR,XGBoost,1.28861665725708,"105 1458.887085 +106 1436.074341 +107 1687.308228 +108 1728.057007 +109 9274.199219 +110 8949.144531 +111 8901.382812 +112 5808.492188 +113 6589.072266 +114 8213.034180 +115 9028.150391 +116 5808.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Transferencias LC 61_1989,XGBoost,1.0709569454193115,"108 6030.703613 +109 7065.974121 +110 6283.924805 +111 6462.815430 +112 6871.395508 +113 7093.441406 +114 5993.258789 +115 5761.937500 +116 5763.926758 +117 5330.978027 +118 6283.924805 +119 7041.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,IPTU,MLP,1.77866530418396,"108 80131.186781 +109 285116.042492 +110 172551.904349 +111 60340.492717 +112 65441.011702 +113 57839.049205 +114 57120.491685 +115 27343.124553 +116 24976.760996 +117 77769.698607 +118 24981.239142 +119 26816.596383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ISS,SARIMAX,0.9550817012786865,"108 122143.945312 +109 129210.492188 +110 129348.039062 +111 151257.625000 +112 129348.039062 +113 151257.625000 +114 128489.570312 +115 151257.625000 +116 151257.625000 +117 151257.625000 +118 122143.945312 +119 128489.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ITBI,XGBoost,0.9638268947601318,"107 31378.439453 +108 41438.683594 +109 21426.048828 +110 26149.650391 +111 24355.292969 +112 43015.957031 +113 50168.121094 +114 47987.191406 +115 31183.292969 +116 47993.839844 +117 32714.390625 +118 50505.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,IRRF,XGBoost,1.253523588180542,"108 102942.507812 +109 96251.945312 +110 96246.601562 +111 96251.945312 +112 96246.601562 +113 96251.945312 +114 96246.601562 +115 96246.601562 +116 96251.945312 +117 96251.945312 +118 96251.945312 +119 96251.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do FPM,SARIMAX,1.9200880527496338,"108 1.344194e+06 +109 1.893768e+06 +110 1.051457e+06 +111 1.169429e+06 +112 1.344194e+06 +113 1.289565e+06 +114 1.344226e+06 +115 1.051457e+06 +116 1.051457e+06 +117 9.518476e+05 +118 1.344194e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,HWES,0.902813196182251,"108 612799.2500 +109 572789.6250 +110 593965.5625 +111 696352.8750 +112 665360.9375 +113 612799.2500 +114 696353.0000 +115 700075.3125 +116 700075.3125 +117 665360.9375 +118 612786.8750 +119 665360.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,MLP,1.6482570171356201,"108 155860.598887 +109 70773.966095 +110 64503.622532 +111 96196.085993 +112 59743.009649 +113 33812.049663 +114 26921.445777 +115 25800.895824 +116 26877.136124 +117 27579.519199 +118 25389.494034 +119 184155.528072 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ITR,AR,1.7170896530151367,"100 87.435020 +101 89.859955 +102 97.292801 +103 80.060562 +104 66.588715 +105 85.048721 +106 61.880901 +107 450.338959 +108 4749.030762 +109 2263.970947 +110 16.360691 +111 34.044029 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Transferencias LC 61_1989,XGBoost,1.593263864517212,"108 6906.089844 +109 5168.545898 +110 6178.581055 +111 7037.098145 +112 5961.142090 +113 7041.185059 +114 7046.849609 +115 5471.655762 +116 5354.218262 +117 6623.396484 +118 5825.683105 +119 6702.967285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,IPTU,SARIMAX,0.8820192813873291,"102 1458.263062 +103 2541.988037 +104 2537.124512 +105 2559.014160 +106 43005.621094 +107 43005.621094 +108 2786.462402 +109 2827.139160 +110 1937.586060 +111 4150.068848 +112 3219.295410 +113 3067.866211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ISS,MLP,1.0098400115966797,"108 44988.389496 +109 46832.107067 +110 45391.376757 +111 44298.790370 +112 39531.923521 +113 37984.023244 +114 33213.514287 +115 31895.205123 +116 34997.708306 +117 29312.209825 +118 28704.558072 +119 27833.207887 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ITBI,AR,0.8906443119049072,"107 45366.117188 +108 35650.468750 +109 8473.125977 +110 41726.921875 +111 15870.605469 +112 44803.460938 +113 45057.140625 +114 55638.214844 +115 36112.359375 +116 29828.886719 +117 14418.450195 +118 49357.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,IRRF,SARIMAX,0.8882300853729248,"107 89877.218750 +108 89877.218750 +109 89877.218750 +110 89877.218750 +111 103908.015625 +112 97265.031250 +113 97265.031250 +114 103908.015625 +115 103908.015625 +116 97265.031250 +117 106161.296875 +118 103908.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do FPM,SARIMAX,1.4208519458770752,"108 1.325146e+06 +109 1.893990e+06 +110 1.041292e+06 +111 1.183636e+06 +112 1.325368e+06 +113 1.285919e+06 +114 1.325368e+06 +115 1.041292e+06 +116 1.041238e+06 +117 9.424023e+05 +118 1.325368e+06 +119 1.893990e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,HWES,0.9728927612304688,"108 2033857.75 +109 2126132.75 +110 2012006.00 +111 2040483.75 +112 2039416.50 +113 2033880.75 +114 2043652.50 +115 2043652.50 +116 2043652.50 +117 2039416.50 +118 2033857.75 +119 2039416.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,XGBoost,0.9305188655853271,"108 58773.347656 +109 63830.433594 +110 64089.574219 +111 62194.859375 +112 64794.718750 +113 52994.960938 +114 30597.437500 +115 30597.437500 +116 15679.218750 +117 16860.169922 +118 16468.570312 +119 60683.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ITR,MLP,2.8512320518493652,"108 5.832265e+04 +109 5.086605e+04 +110 5.298489e+04 +111 4.454661e+04 +112 4.139623e+04 +113 4.661470e+04 +114 5.119810e+04 +115 5.909329e+04 +116 1.968631e+05 +117 1.129279e+06 +118 1.717620e+05 +119 1.540607e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Transferencias LC 61_1989,AR,0.8846452236175537,"108 18072.451172 +109 17822.447266 +110 19788.593750 +111 17965.488281 +112 17942.314453 +113 18501.375000 +114 18500.693359 +115 17720.021484 +116 19894.107422 +117 18669.197266 +118 19788.578125 +119 18368.560547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,IPTU,MLP,1.727196455001831,"108 1.181413e+06 +109 1.347248e+06 +110 4.043238e+06 +111 7.601377e+05 +112 7.507723e+05 +113 8.187754e+05 +114 9.428567e+05 +115 8.165982e+05 +116 7.843302e+05 +117 8.616294e+05 +118 8.815706e+05 +119 1.024207e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ISS,SARIMAX,1.0664513111114502,"108 1245799.125 +109 1221444.625 +110 1245799.125 +111 1220663.125 +112 1245799.125 +113 1245799.125 +114 1245799.125 +115 1245799.125 +116 1159738.125 +117 1220663.125 +118 1221444.625 +119 1245799.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ITBI,SARIMAX,0.9662783145904541,"108 243166.781250 +109 243166.781250 +110 243166.781250 +111 243121.062500 +112 243166.781250 +113 243166.781250 +114 259265.625000 +115 259265.625000 +116 236277.390625 +117 236277.390625 +118 252376.234375 +119 236231.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,IRRF,Prophet,0.9904923439025879,"108 534897.1250 +109 958009.1250 +110 958009.1250 +111 958009.1250 +112 958009.1250 +113 958009.1250 +114 958009.1250 +115 958009.1250 +116 958009.1250 +117 617802.0625 +118 958009.1250 +119 958009.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do FPM,SARIMAX,2.831313371658325,"108 3591262.25 +109 5050048.50 +110 2977249.00 +111 3228472.75 +112 3591748.50 +113 3575630.50 +114 3591748.50 +115 2976147.00 +116 2977593.75 +117 2884766.00 +118 3591748.50 +119 5050048.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,HWES,0.7019877433776855,"108 3819042.25 +109 3747963.75 +110 2872804.50 +111 3658591.00 +112 3943011.75 +113 3743990.50 +114 3658489.50 +115 3943556.50 +116 3658591.00 +117 3685714.75 +118 3822206.25 +119 3685714.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,MLP,2.4017276763916016,"106 2.097155e+06 +107 7.815496e+05 +108 8.885843e+05 +109 1.752821e+06 +110 1.447300e+06 +111 6.626889e+05 +112 5.452108e+05 +113 4.588676e+05 +114 3.901943e+05 +115 3.795075e+05 +116 3.881313e+05 +117 1.771611e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do ITR,AR,1.8576090335845947,"107 420.343079 +108 455.174805 +109 1896.831177 +110 1591.559448 +111 1894.674927 +112 1874.810547 +113 1949.431152 +114 1577.059692 +115 10132.663086 +116 11686.786133 +117 1311.060669 +118 1896.680054 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Transferencias LC 61_1989,AR,0.8138020038604736,"108 33073.238281 +109 27293.470703 +110 32243.404297 +111 30411.384766 +112 29191.595703 +113 32285.347656 +114 33626.804688 +115 30117.054688 +116 31273.111328 +117 36608.589844 +118 30083.062500 +119 33733.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,IPTU,AR,2.0197601318359375,"108 13970.892578 +109 81531.710938 +110 961043.250000 +111 81532.500000 +112 70274.218750 +113 76489.093750 +114 76986.296875 +115 64814.941406 +116 16056.537109 +117 25581.968750 +118 54703.363281 +119 26831.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ISS,SES,1.4410665035247803,"108 149799.093750 +109 167042.171875 +110 148788.625000 +111 148788.625000 +112 148788.640625 +113 148788.640625 +114 152656.390625 +115 148305.781250 +116 153443.390625 +117 148551.375000 +118 148788.625000 +119 148788.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ITBI,XGBoost,0.8980741500854492,"108 32303.886719 +109 27517.232422 +110 28955.179688 +111 33141.164062 +112 32517.787109 +113 53524.859375 +114 23291.980469 +115 27547.142578 +116 26442.847656 +117 24376.472656 +118 21969.632812 +119 7437.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,IRRF,HWES,1.4419584274291992,"108 194808.703125 +109 256843.328125 +110 256843.328125 +111 256843.328125 +112 198398.046875 +113 198398.046875 +114 198398.046875 +115 198398.046875 +116 198398.046875 +117 256843.328125 +118 198398.046875 +119 219564.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do FPM,SARIMAX,1.7027533054351807,"108 1310656.250 +109 1893768.500 +110 1093272.250 +111 1204259.000 +112 1287924.875 +113 1306940.250 +114 1384290.750 +115 1093272.250 +116 1093275.375 +117 1033341.875 +118 1287924.875 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,HWES,1.0019221305847168,"108 1756562.375 +109 1547651.250 +110 1661148.750 +111 1766216.125 +112 1763385.250 +113 1756562.375 +114 1765040.125 +115 1755343.125 +116 1766216.125 +117 1673049.500 +118 1756562.375 +119 1673049.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,MLP,1.530597448348999,"96 167271.945346 +97 122181.025155 +98 125996.263041 +99 135832.902832 +100 121778.171574 +101 102545.334216 +102 107278.892707 +103 107092.381265 +104 107068.373438 +105 113249.567580 +106 121128.289867 +107 157346.514977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do ITR,MLP,2.043313980102539,"45 2.830635e+05 +46 4.079363e+05 +47 6.159456e+05 +48 9.300441e+05 +49 1.404033e+06 +50 2.120774e+06 +51 3.195873e+06 +52 4.827165e+06 +53 7.269993e+06 +54 1.106663e+07 +55 1.609058e+07 +56 2.420599e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Transferencias LC 61_1989,XGBoost,3.1971399784088135,"108 13126.509766 +109 13591.382812 +110 14999.169922 +111 16590.207031 +112 15300.059570 +113 15771.448242 +114 15061.844727 +115 16208.328125 +116 15100.833008 +117 14087.103516 +118 16361.933594 +119 14866.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,IPTU,SARIMAX,1.135667085647583,"90 448.520264 +91 1443.646973 +92 1374.626221 +93 1321.486572 +94 8708.982422 +95 67552.742188 +96 8727.149414 +97 8727.149414 +98 8735.127930 +99 4113.830078 +100 475.595764 +101 160.898102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ISS,XGBoost,1.3844733238220215,"96 35597.617188 +97 33770.335938 +98 32493.546875 +99 32570.382812 +100 43045.535156 +101 38246.148438 +102 37628.300781 +103 38057.480469 +104 38038.339844 +105 38178.074219 +106 37403.949219 +107 37822.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ITBI,AR,1.0512001514434814,"94 37764.632812 +95 6704.776855 +96 69498.859375 +97 22213.402344 +98 24397.226562 +99 69743.757812 +100 34692.312500 +101 50426.539062 +102 23175.685547 +103 24499.539062 +104 24470.210938 +105 24002.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,IRRF,XGBoost,1.4383318424224854,"96 113833.359375 +97 123103.671875 +98 123103.671875 +99 157160.093750 +100 123103.671875 +101 123103.671875 +102 123103.671875 +103 123103.671875 +104 123103.671875 +105 123103.671875 +106 123103.671875 +107 157160.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do FPM,HWES,0.8327963352203369,"96 1.014902e+06 +97 1.148916e+06 +98 7.911626e+05 +99 7.865760e+05 +100 9.643478e+05 +101 9.696168e+05 +102 1.152657e+06 +103 7.905322e+05 +104 7.848052e+05 +105 7.894379e+05 +106 1.015768e+06 +107 1.119651e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,XGBoost,0.8905870914459229,"96 1.019422e+06 +97 1.037463e+06 +98 1.020532e+06 +99 1.015948e+06 +100 1.012930e+06 +101 1.022320e+06 +102 1.017534e+06 +103 1.014619e+06 +104 1.049713e+06 +105 1.108568e+06 +106 1.019421e+06 +107 1.028319e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,1.4931488037109375,"96 43018.335938 +97 27200.740234 +98 62607.035156 +99 43291.984375 +100 44539.695312 +101 24634.671875 +102 16477.710938 +103 10091.133789 +104 11883.430664 +105 10091.133789 +106 10966.206055 +107 43259.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ITR,AR,2.068323850631714,"93 1456.037964 +94 4305.706543 +95 2114.071533 +96 1412.921997 +97 828.555176 +98 1412.921997 +99 1412.944580 +100 1676.639404 +101 5889.166992 +102 33790.714844 +103 824.740112 +104 1412.921997 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Transferencias LC 61_1989,SARIMAX,0.7875685691833496,"36 11064.049805 +37 11069.302734 +38 11069.302734 +39 11068.688477 +40 11069.302734 +41 11079.736328 +42 11087.773438 +43 11076.449219 +44 11075.834961 +45 11068.998047 +46 11076.449219 +47 11087.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,IPTU,AR,0.9570000171661377,"96 4988.174316 +97 4988.174316 +98 4987.354492 +99 8148.765625 +100 6121.164062 +101 11392.847656 +102 3313.114258 +103 2534.337891 +104 2554.208008 +105 3841.665527 +106 3918.632568 +107 2830.424316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ISS,XGBoost,1.3889203071594238,"96 11585.979492 +97 9740.035156 +98 15901.933594 +99 15440.020508 +100 15054.749023 +101 17974.242188 +102 12318.839844 +103 17853.769531 +104 15419.909180 +105 17830.419922 +106 14706.708008 +107 17853.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ITBI,HWES,1.9344673156738281,"96 17053.531250 +97 17026.808594 +98 9302.530273 +99 7938.988281 +100 17097.697266 +101 9303.157227 +102 7566.787109 +103 9202.418945 +104 7806.687012 +105 17028.972656 +106 9303.157227 +107 9303.157227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,IRRF,XGBoost,1.401174545288086,"96 65286.796875 +97 65286.796875 +98 65286.796875 +99 65286.796875 +100 65286.796875 +101 65286.796875 +102 65286.796875 +103 65286.796875 +104 65286.796875 +105 65286.796875 +106 65286.796875 +107 65286.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do FPM,MLP,1.307464838027954,"96 1.029219e+06 +97 1.024150e+06 +98 1.006583e+06 +99 1.012138e+06 +100 1.009228e+06 +101 1.001643e+06 +102 9.928173e+05 +103 9.713053e+05 +104 9.686684e+05 +105 9.688576e+05 +106 9.681731e+05 +107 9.482748e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,XGBoost,0.8308074474334717,"96 242388.18750 +97 307101.75000 +98 307101.75000 +99 301687.18750 +100 294239.00000 +101 301618.15625 +102 301687.18750 +103 307102.34375 +104 286366.40625 +105 286011.62500 +106 280217.71875 +107 291806.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,XGBoost,0.8872883319854736,"95 65807.453125 +96 65807.453125 +97 69986.992188 +98 70014.007812 +99 59767.996094 +100 59763.441406 +101 69968.554688 +102 69917.390625 +103 70216.640625 +104 70198.265625 +105 70216.640625 +106 65807.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ITR,XGBoost,1.2751240730285645,"90 64.360519 +91 64.269188 +92 1629.910522 +93 1629.910522 +94 65.408638 +95 64.936745 +96 64.643120 +97 64.936745 +98 64.643120 +99 2380.975342 +100 1629.910522 +101 64.936745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,IPTU,MLP,2.4400691986083984,"108 23008.273125 +109 110498.169978 +110 216328.190611 +111 49446.947346 +112 33313.121253 +113 21053.767246 +114 21445.376876 +115 19818.264227 +116 14936.934251 +117 18617.362778 +118 26535.703099 +119 33849.378782 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ISS,Prophet,1.5561285018920898,"108 64000.578125 +109 63798.917969 +110 63820.972656 +111 63749.300781 +112 64000.578125 +113 63820.976562 +114 63820.972656 +115 63820.972656 +116 61333.050781 +117 61333.050781 +118 63820.972656 +119 61333.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ITBI,SES,1.353799819946289,"106 4649.508301 +107 12836.342773 +108 13094.383789 +109 17162.578125 +110 4645.449707 +111 12315.610352 +112 18109.996094 +113 11372.531250 +114 10528.024414 +115 9902.411133 +116 9902.411133 +117 9811.633789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,IRRF,Prophet,1.107595443725586,"108 97466.617188 +109 97466.617188 +110 97481.382812 +111 101739.007812 +112 97173.484375 +113 114959.515625 +114 97466.617188 +115 97466.617188 +116 101739.007812 +117 101739.007812 +118 114962.601562 +119 114959.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do FPM,SARIMAX,0.8499343395233154,"108 1.360412e+06 +109 1.893768e+06 +110 1.157776e+06 +111 1.198820e+06 +112 1.360412e+06 +113 1.351849e+06 +114 1.360412e+06 +115 1.157776e+06 +116 1.157775e+06 +117 1.011981e+06 +118 1.360412e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,HWES,0.9098358154296875,"108 692887.6250 +109 594343.3750 +110 605529.0000 +111 677313.8750 +112 747885.8125 +113 708047.5000 +114 694575.8125 +115 747882.6875 +116 696655.3125 +117 728283.0000 +118 708024.0000 +119 728295.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,MLP,1.8221635818481445,"108 191936.743089 +109 54479.058412 +110 87296.196699 +111 116415.029452 +112 90629.044122 +113 40506.850079 +114 26238.051900 +115 24726.521163 +116 26138.890687 +117 18766.457867 +118 21923.221319 +119 203735.322827 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do ITR,XGBoost,1.5031616687774658,"102 311.938049 +103 43.711578 +104 16.736517 +105 14.985077 +106 15.567854 +107 -5.524234 +108 62.972820 +109 26.452789 +110 1894.858643 +111 1832.194092 +112 47.351349 +113 -31.911997 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Transferencias LC 61_1989,XGBoost,1.4130332469940186,"108 5955.748047 +109 5719.864258 +110 6205.894043 +111 6285.639648 +112 6141.089844 +113 6168.111328 +114 6505.763184 +115 5757.750000 +116 5765.180664 +117 6010.784180 +118 6194.061035 +119 6410.364746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,IPTU,MLP,1.61033296585083,"100 107432.139629 +101 110302.640094 +102 316877.078527 +103 774566.378922 +104 193516.462768 +105 181724.820254 +106 176053.386493 +107 170101.412751 +108 125551.711708 +109 139524.880842 +110 149951.748026 +111 145802.708853 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ISS,Prophet,1.5773000717163086,"100 111286.007812 +101 111364.585938 +102 107590.375000 +103 100077.531250 +104 118868.765625 +105 107853.390625 +106 111286.007812 +107 111286.007812 +108 106580.625000 +109 99888.015625 +110 118868.765625 +111 99888.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ITBI,XGBoost,1.5142841339111328,"100 25937.380859 +101 20586.470703 +102 22743.576172 +103 22422.865234 +104 22018.173828 +105 20661.166016 +106 22018.173828 +107 24064.083984 +108 23415.322266 +109 19284.587891 +110 20465.384766 +111 31112.955078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,IRRF,XGBoost,0.9227347373962402,"100 192381.203125 +101 142885.984375 +102 142885.671875 +103 142885.984375 +104 142857.453125 +105 142885.671875 +106 142885.671875 +107 142885.671875 +108 142857.453125 +109 142885.984375 +110 142885.671875 +111 192381.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do FPM,MLP,0.857884407043457,"100 1.039756e+06 +101 1.041033e+06 +102 1.033048e+06 +103 1.035365e+06 +104 1.030130e+06 +105 1.020466e+06 +106 1.009519e+06 +107 9.919130e+05 +108 9.928695e+05 +109 9.940795e+05 +110 9.944790e+05 +111 9.730387e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,HWES,0.9390807151794434,"100 1102460.000 +101 1107922.375 +102 1102468.250 +103 1068723.250 +104 1168850.750 +105 1065668.000 +106 1068723.250 +107 1194748.625 +108 1251285.250 +109 1068723.250 +110 1168850.750 +111 1168850.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,MLP,1.6988582611083984,"100 296557.388890 +101 105087.752118 +102 153774.314775 +103 232532.352363 +104 153746.897099 +105 102757.523475 +106 86584.303284 +107 87656.329996 +108 58882.211535 +109 63172.552166 +110 58894.931963 +111 334985.039521 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ITR,XGBoost,1.613358497619629,"98 8.909009 +99 214.567001 +100 42.070763 +101 213.970932 +102 90.540115 +103 265.363312 +104 213.970932 +105 289.198517 +106 13212.144531 +107 13212.144531 +108 178.423615 +109 282.547394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,IPTU,HWES,1.8607876300811768,"105 12519.585938 +106 12609.131836 +107 40075.894531 +108 125928.625000 +109 174512.875000 +110 124390.875000 +111 47558.261719 +112 47558.261719 +113 20814.230469 +114 30152.111328 +115 28640.832031 +116 29776.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ISS,SES,1.3282203674316406,"108 72046.039062 +109 86522.429688 +110 85969.039062 +111 85970.562500 +112 85967.835938 +113 85967.835938 +114 83758.226562 +115 85874.617188 +116 82779.367188 +117 82779.367188 +118 83248.429688 +119 85874.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ITBI,MLP,1.1423845291137695,"108 19659.167366 +109 20738.344172 +110 17743.441754 +111 20604.169856 +112 20283.621281 +113 21466.328432 +114 21514.293590 +115 17339.536508 +116 16292.081905 +117 18605.629178 +118 18733.988510 +119 18289.586495 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,IRRF,Prophet,0.9394941329956055,"108 124043.125000 +109 114656.968750 +110 115802.789062 +111 122360.343750 +112 115802.609375 +113 115802.789062 +114 115802.789062 +115 122360.343750 +116 122360.343750 +117 115802.789062 +118 122360.343750 +119 122360.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do FPM,SARIMAX,0.8344151973724365,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,HWES,0.7981476783752441,"108 1195488.125 +109 1021658.750 +110 1066052.750 +111 1207643.750 +112 1158020.000 +113 1207263.125 +114 1191543.125 +115 1207643.750 +116 1207643.750 +117 1147481.750 +118 1207199.125 +119 1147481.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,AR,1.4941246509552002,"108 338462.031250 +109 91872.171875 +110 88035.281250 +111 202130.703125 +112 202734.203125 +113 71986.039062 +114 45383.078125 +115 44660.402344 +116 45383.078125 +117 35739.964844 +118 34781.675781 +119 325784.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ITR,XGBoost,1.2467598915100098,"96 7318.801270 +97 7233.088379 +98 9796.426758 +99 9796.284180 +100 9790.785156 +101 9790.785156 +102 9806.002930 +103 9800.939453 +104 9480.037109 +105 8731.336914 +106 9800.939453 +107 8731.336914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Transferencias LC 61_1989,XGBoost,1.7159528732299805,"108 10150.567383 +109 9244.783203 +110 9929.450195 +111 10276.741211 +112 10315.348633 +113 9348.534180 +114 9473.604492 +115 10202.305664 +116 10330.201172 +117 10441.541016 +118 10334.296875 +119 9438.947266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,IPTU,SARIMAX,1.073533058166504,"102 1706.786865 +103 1705.686646 +104 1713.552124 +105 112672.585938 +106 10735.210938 +107 7444.287598 +108 8061.900879 +109 8076.718262 +110 1275.890381 +111 7673.797363 +112 1654.660889 +113 1921.517578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ISS,AR,1.3045408725738525,"108 14151.834961 +109 17649.390625 +110 10410.652344 +111 25581.298828 +112 19730.437500 +113 17330.328125 +114 20469.050781 +115 14989.185547 +116 10416.789062 +117 15768.553711 +118 17330.328125 +119 15929.669922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ITBI,MLP,1.3993561267852783,"106 26779.666676 +107 26055.579374 +108 22515.896361 +109 27151.825865 +110 27872.866892 +111 30021.538167 +112 30896.326239 +113 32810.452813 +114 34193.015766 +115 34409.674637 +116 -14963.864032 +117 20802.252103 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,IRRF,XGBoost,1.3083834648132324,"108 60428.398438 +109 62460.187500 +110 67066.203125 +111 62460.187500 +112 62460.187500 +113 152773.515625 +114 62460.187500 +115 152773.515625 +116 152773.515625 +117 152773.515625 +118 152773.515625 +119 152773.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do FPM,SARIMAX,0.8906126022338867,"108 1308563.250 +109 1893785.000 +110 1055420.750 +111 1194953.625 +112 1308572.875 +113 1305625.250 +114 1308600.500 +115 1055420.750 +116 1055420.750 +117 1037267.000 +118 1308572.875 +119 1893785.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,HWES,0.7511630058288574,"108 1.022460e+06 +109 9.968699e+05 +110 1.022622e+06 +111 1.022460e+06 +112 1.006190e+06 +113 1.022460e+06 +114 1.022460e+06 +115 1.006190e+06 +116 1.006190e+06 +117 1.022460e+06 +118 1.006190e+06 +119 1.006190e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,AR,1.5563991069793701,"108 71789.515625 +109 37202.707031 +110 62959.148438 +111 71785.234375 +112 31851.365234 +113 12899.098633 +114 10645.113281 +115 12899.098633 +116 9255.167969 +117 9255.167969 +118 9296.174805 +119 72304.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ITR,XGBoost,1.6840734481811523,"86 655.424011 +87 2810.109863 +88 21295.269531 +89 36885.078125 +90 14974.449219 +91 22569.060547 +92 22574.830078 +93 654.973145 +94 657.722351 +95 653.327393 +96 22039.589844 +97 14974.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Transferencias LC 61_1989,SES,1.1187472343444824,"108 9397.932617 +109 8563.467773 +110 9505.765625 +111 9533.685547 +112 9559.501953 +113 9364.581055 +114 9389.904297 +115 9897.358398 +116 9536.950195 +117 9394.847656 +118 9364.581055 +119 9389.919922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,IPTU,SARIMAX,0.9699723720550537,"105 1186.307861 +106 1554.110474 +107 6658.076660 +108 274136.562500 +109 33454.195312 +110 9141.546875 +111 9173.357422 +112 8463.433594 +113 3822.889160 +114 21449.333984 +115 21793.818359 +116 22729.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,1.680741786956787,"108 179825.343750 +109 179825.640625 +110 179825.640625 +111 179825.640625 +112 179825.640625 +113 179825.343750 +114 179825.343750 +115 179825.640625 +116 179825.640625 +117 179825.640625 +118 179825.640625 +119 179825.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ITBI,XGBoost,1.2901031970977783,"108 22619.484375 +109 20211.121094 +110 20164.027344 +111 16645.160156 +112 16645.062500 +113 20009.945312 +114 16644.964844 +115 20134.253906 +116 17110.837891 +117 15910.117188 +118 14379.129883 +119 13080.067383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,IRRF,XGBoost,0.9775891304016113,"108 157202.218750 +109 91869.093750 +110 91869.093750 +111 91869.093750 +112 91869.093750 +113 91869.093750 +114 91869.093750 +115 91869.093750 +116 91869.093750 +117 91869.093750 +118 91869.093750 +119 92372.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do FPM,SARIMAX,1.1385798454284668,"108 1388625.000 +109 1893768.625 +110 1098561.750 +111 1199795.125 +112 1388625.000 +113 1374065.625 +114 1388625.000 +115 1098561.750 +116 1102087.000 +117 1030532.750 +118 1388625.000 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,HWES,0.7752866744995117,"108 1.170361e+06 +109 9.561079e+05 +110 9.561078e+05 +111 1.170413e+06 +112 1.170350e+06 +113 1.158182e+06 +114 1.169301e+06 +115 1.170350e+06 +116 1.170350e+06 +117 1.170400e+06 +118 1.170088e+06 +119 1.170400e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,MLP,1.778879165649414,"106 197335.269456 +107 85725.992164 +108 88132.816018 +109 97332.650342 +110 82814.969776 +111 50321.067159 +112 52942.759541 +113 52311.571162 +114 51794.095504 +115 54937.581318 +116 60438.921692 +117 205804.233570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ITR,XGBoost,1.734070062637329,"91 307.614044 +92 159.345398 +93 161.138168 +94 188.643616 +95 188.643616 +96 261.732391 +97 72.642860 +98 132.180313 +99 100.137657 +100 120.197372 +101 -1.668392 +102 77.969254 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Transferencias LC 61_1989,AR,1.0974295139312744,"84 9212.814453 +85 8427.874023 +86 9440.495117 +87 9677.367188 +88 10670.334961 +89 10581.958984 +90 10009.942383 +91 9486.943359 +92 10073.393555 +93 9691.208008 +94 9350.928711 +95 9957.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,IPTU,SARIMAX,1.7393145561218262,"108 1423761.250 +109 1499261.875 +110 1714691.000 +111 1939774.625 +112 1796678.000 +113 1793488.000 +114 1973254.000 +115 1670740.250 +116 1633559.875 +117 1648944.125 +118 1383022.500 +119 976599.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ISS,SARIMAX,0.8491616249084473,"108 1915171.625 +109 1946045.375 +110 1915171.625 +111 2013930.125 +112 2013930.125 +113 2013930.125 +114 2013930.125 +115 2013930.125 +116 1946045.375 +117 2013930.125 +118 1915171.625 +119 2013930.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ITBI,XGBoost,1.046405553817749,"108 462963.87500 +109 500897.34375 +110 398937.12500 +111 407180.81250 +112 455415.18750 +113 492772.75000 +114 407180.81250 +115 369823.31250 +116 500871.56250 +117 353850.75000 +118 500213.78125 +119 369850.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,IRRF,XGBoost,1.2141332626342773,"108 1169283.25 +109 1276835.50 +110 1351810.50 +111 1351810.50 +112 1351810.50 +113 1351810.50 +114 1351810.50 +115 1276835.50 +116 1276835.50 +117 1351810.50 +118 1351810.50 +119 2098708.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do FPM,SARIMAX,1.310082197189331,"108 5672539.00 +109 6726505.00 +110 4561996.00 +111 4732471.00 +112 6208186.50 +113 5672539.00 +114 6726505.00 +115 4561996.00 +116 4555210.00 +117 4145680.75 +118 6208186.50 +119 8206331.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,HWES,0.8821794986724854,"108 5879312.5 +109 5650135.5 +110 5780814.5 +111 6019442.5 +112 5951825.5 +113 6021053.5 +114 5783726.0 +115 5920559.0 +116 5920559.0 +117 5856430.5 +118 5882469.5 +119 5870305.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,XGBoost,1.3867478370666504,"108 2.692484e+06 +109 8.749924e+05 +110 1.312745e+06 +111 2.692484e+06 +112 2.592511e+06 +113 5.174666e+05 +114 5.089589e+05 +115 2.625259e+05 +116 1.266042e+05 +117 6.687914e+04 +118 6.728985e+04 +119 2.592522e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ITR,AR,1.300316572189331,"108 2865.621582 +109 2795.627930 +110 3497.154785 +111 3244.147949 +112 3125.993408 +113 3126.922363 +114 3504.251709 +115 5611.849609 +116 40733.218750 +117 41001.996094 +118 3569.983887 +119 4614.831055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Transferencias LC 61_1989,XGBoost,0.8323709964752197,"108 67353.664062 +109 58735.460938 +110 57197.585938 +111 50649.808594 +112 55775.425781 +113 55232.562500 +114 55593.546875 +115 57127.058594 +116 63856.140625 +117 56810.652344 +118 55695.445312 +119 58049.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,IPTU,XGBoost,1.9981436729431152,"108 2.520360e+05 +109 1.731990e+05 +110 2.319185e+05 +111 2.319185e+05 +112 9.634735e+05 +113 2.885878e+06 +114 9.634735e+05 +115 9.634735e+05 +116 9.634735e+05 +117 6.170247e+05 +118 2.319185e+05 +119 3.489989e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ISS,Prophet,0.9261367321014404,"108 1.042934e+06 +109 1.042716e+06 +110 1.042396e+06 +111 1.042396e+06 +112 1.042396e+06 +113 1.042934e+06 +114 1.042934e+06 +115 1.042934e+06 +116 1.042934e+06 +117 1.042934e+06 +118 1.042934e+06 +119 1.042934e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ITBI,XGBoost,1.4759562015533447,"108 240020.375000 +109 149049.109375 +110 171616.421875 +111 187806.625000 +112 220255.718750 +113 220255.718750 +114 245328.671875 +115 153448.562500 +116 245189.125000 +117 220669.062500 +118 176151.078125 +119 247788.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,IRRF,SARIMAX,0.8525402545928955,"108 506329.8125 +109 506262.6875 +110 504383.8750 +111 504383.8750 +112 563258.0625 +113 514799.6250 +114 514799.6250 +115 514799.6250 +116 514799.6250 +117 514799.6250 +118 573673.8125 +119 878097.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do FPM,SARIMAX,0.8065521717071533,"108 3198381.75 +109 4418796.50 +110 2543886.00 +111 2765104.25 +112 3200632.00 +113 3200522.50 +114 3200632.00 +115 2543886.00 +116 2543886.00 +117 2538818.25 +118 3200632.00 +119 4418796.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,AR,0.7996354103088379,"108 2223465.500 +109 2088117.500 +110 1995513.000 +111 2118606.750 +112 3013976.500 +113 2255675.500 +114 2011853.250 +115 2052092.625 +116 2052062.125 +117 2889987.250 +118 2223465.500 +119 2885133.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,SARIMAX,1.4417619705200195,"108 1.631236e+06 +109 4.229110e+05 +110 3.984527e+05 +111 1.636786e+06 +112 6.140336e+05 +113 3.337344e+05 +114 2.476111e+05 +115 1.622105e+05 +116 1.866540e+05 +117 1.532901e+05 +118 1.105088e+05 +119 1.631236e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ITR,XGBoost,1.6454038619995117,"103 492.619781 +104 7655.007812 +105 9900.755859 +106 10232.215820 +107 13012.070312 +108 13007.342773 +109 13012.003906 +110 13038.875000 +111 19046.539062 +112 5802.139160 +113 13012.025391 +114 13011.895508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Transferencias LC 61_1989,XGBoost,1.3825650215148926,"84 21017.744141 +85 20610.609375 +86 23126.669922 +87 24711.316406 +88 24377.279297 +89 30603.714844 +90 30588.873047 +91 -403616.218750 +92 23359.181641 +93 23620.433594 +94 22379.435547 +95 29592.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,IPTU,MLP,1.117220401763916,"108 1.054139e+06 +109 1.420359e+06 +110 1.850591e+06 +111 2.077016e+06 +112 3.290524e+06 +113 1.933335e+07 +114 4.114105e+06 +115 4.055437e+06 +116 3.798281e+06 +117 4.013701e+06 +118 3.689933e+06 +119 1.420884e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ISS,SARIMAX,0.8664660453796387,"108 5377040.0 +109 5288715.0 +110 5377040.0 +111 5377040.0 +112 5288715.0 +113 5377040.0 +114 5377040.0 +115 5377040.0 +116 5377040.0 +117 5377040.0 +118 5377040.0 +119 5377040.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ITBI,SARIMAX,1.2914454936981201,"108 1273640.500 +109 1126378.375 +110 1203576.375 +111 1321107.250 +112 1515038.625 +113 1384075.250 +114 1383315.000 +115 1383315.000 +116 1383965.375 +117 1383965.375 +118 1383965.375 +119 1383080.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,IRRF,MLP,0.7661643028259277,"108 1.878697e+06 +109 1.899369e+06 +110 1.914136e+06 +111 1.907540e+06 +112 1.896090e+06 +113 1.873730e+06 +114 1.862584e+06 +115 1.849360e+06 +116 1.848413e+06 +117 1.850721e+06 +118 1.839319e+06 +119 1.969948e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do FPM,SARIMAX,1.3672358989715576,"108 7273404.5 +109 10099995.0 +110 5781788.5 +111 6400887.0 +112 7285844.5 +113 7278300.5 +114 7285841.5 +115 5781788.5 +116 5781788.5 +117 5431376.5 +118 7285844.5 +119 10099995.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,HWES,0.7641003131866455,"108 8834852.0 +109 7534862.0 +110 7540735.5 +111 8948660.0 +112 8359942.5 +113 7866716.0 +114 8651303.0 +115 8629265.0 +116 8629265.0 +117 8288601.5 +118 8451437.0 +119 8288601.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,MLP,1.5566520690917969,"108 7.607332e+06 +109 2.506137e+06 +110 2.902002e+06 +111 4.819073e+06 +112 3.824324e+06 +113 1.863769e+06 +114 1.386440e+06 +115 9.998972e+05 +116 9.469225e+05 +117 7.362475e+05 +118 6.078383e+05 +119 6.297570e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do ITR,SARIMAX,1.2349727153778076,"107 2714.985596 +108 2167.918701 +109 2715.823730 +110 2555.412842 +111 2199.731689 +112 2124.657227 +113 2730.295166 +114 2737.332764 +115 26533.564453 +116 67519.031250 +117 2737.332764 +118 2779.954590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Transferencias LC 61_1989,XGBoost,0.8050374984741211,"108 73248.773438 +109 81734.367188 +110 78137.382812 +111 72004.742188 +112 75949.296875 +113 80932.851562 +114 81083.710938 +115 73868.117188 +116 73934.351562 +117 79303.046875 +118 72908.320312 +119 75227.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,IPTU,XGBoost,1.8637373447418213,"102 13301.617188 +103 21752.105469 +104 24421.412109 +105 3415.904785 +106 40435.011719 +107 4003.858643 +108 4179.208008 +109 4171.679199 +110 519.608582 +111 1583.151489 +112 1544.290894 +113 1636.127808 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ISS,SARIMAX,1.3661727905273438,"108 27400.556641 +109 26564.908203 +110 27427.603516 +111 27427.056641 +112 27408.943359 +113 27427.056641 +114 27233.933594 +115 27233.933594 +116 27233.933594 +117 26130.406250 +118 27234.656250 +119 28494.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ITBI,XGBoost,1.2196331024169922,"102 10039.617188 +103 8664.095703 +104 3615.412109 +105 9607.425781 +106 15002.263672 +107 9531.840820 +108 12537.095703 +109 9111.620117 +110 12105.551758 +111 12415.221680 +112 12104.334961 +113 11984.599609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,IRRF,XGBoost,1.0763616561889648,"108 102065.945312 +109 65794.593750 +110 93963.203125 +111 102065.945312 +112 102065.945312 +113 93946.765625 +114 93898.968750 +115 102065.945312 +116 102065.039062 +117 102065.945312 +118 102066.179688 +119 102065.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do FPM,SARIMAX,0.8223624229431152,"108 1356373.125 +109 1778723.750 +110 1068472.625 +111 1281776.375 +112 1269653.625 +113 1269629.500 +114 1269653.750 +115 1068472.625 +116 1090377.375 +117 1063406.000 +118 1269653.625 +119 1778723.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,HWES,0.6825916767120361,"108 772463.5000 +109 683170.3125 +110 747197.6250 +111 775138.2500 +112 772169.8125 +113 772463.5000 +114 775165.2500 +115 775138.2500 +116 775138.2500 +117 772169.8125 +118 772463.5000 +119 772169.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,MLP,1.332045316696167,"108 163745.673972 +109 68221.779043 +110 51451.481559 +111 89756.134137 +112 62759.160032 +113 22980.933955 +114 21261.331056 +115 18902.176985 +116 20910.103136 +117 20006.374299 +118 20470.649286 +119 228488.186904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ITR,HWES,1.3554821014404297,"96 754.700134 +97 1453.875000 +98 594.975159 +99 964.922363 +100 1152.852417 +101 473.671234 +102 379.113861 +103 832.695312 +104 591.039490 +105 7487.600586 +106 851.650940 +107 1456.662720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Transferencias LC 61_1989,XGBoost,1.3244633674621582,"96 7183.219238 +97 6174.235352 +98 6577.104980 +99 7398.863281 +100 6376.061523 +101 7082.801758 +102 6747.649902 +103 6291.983398 +104 6796.484375 +105 6401.798828 +106 6510.707031 +107 6837.537598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,IPTU,XGBoost,1.1362814903259277,"105 3560.046631 +106 1527.085815 +107 4422.782715 +108 7615.496094 +109 7278.570801 +110 2027.212646 +111 945.431274 +112 747.314941 +113 1494.430420 +114 1164.853027 +115 1066.979980 +116 1388.919556 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ISS,SARIMAX,1.0304763317108154,"108 22476.376953 +109 15456.285156 +110 23032.263672 +111 15878.561523 +112 23472.806641 +113 16833.365234 +114 44340.632812 +115 41614.234375 +116 44340.710938 +117 48024.117188 +118 18984.763672 +119 17887.740234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ITBI,MLP,1.0583815574645996,"105 -5006.817974 +106 5493.726337 +107 7711.244484 +108 8108.159261 +109 6777.564994 +110 7858.075001 +111 4167.251364 +112 5608.044701 +113 6601.808159 +114 7114.887587 +115 3942.817071 +116 5838.154126 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,IRRF,SARIMAX,1.4213294982910156,"108 120440.359375 +109 120440.359375 +110 120440.359375 +111 120440.328125 +112 120440.359375 +113 120440.359375 +114 120440.328125 +115 120440.359375 +116 120440.359375 +117 120440.359375 +118 120440.359375 +119 120440.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do FPM,SARIMAX,1.4496235847473145,"108 1762742.125 +109 1889729.875 +110 1587814.250 +111 1561815.125 +112 1762742.125 +113 1755247.000 +114 1889729.875 +115 1587814.250 +116 1587814.250 +117 1450744.375 +118 1762742.125 +119 1889729.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,HWES,0.6708228588104248,"108 654206.6250 +109 550344.8125 +110 592219.7500 +111 573977.2500 +112 568350.8750 +113 585422.8125 +114 577299.8750 +115 578925.8750 +116 578852.3125 +117 556817.6250 +118 585422.8125 +119 556817.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,SARIMAX,0.8839216232299805,"107 42082.570312 +108 42881.863281 +109 26278.617188 +110 23261.945312 +111 32630.322266 +112 22451.232422 +113 25871.943359 +114 7910.230469 +115 22377.097656 +116 16635.046875 +117 13641.962891 +118 43525.832031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do ITR,XGBoost,1.1389005184173584,"105 -10507.586914 +106 565.328247 +107 956.201416 +108 201.219849 +109 339.158142 +110 339.158142 +111 352.925842 +112 201.219849 +113 4056.297363 +114 174.262375 +115 2378.253418 +116 -23.727499 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,XGBoost,0.8639810085296631,"88 8841.428711 +89 3430.369141 +90 4276.395020 +91 4410.218262 +92 9682.766602 +93 50951.394531 +94 4510.805664 +95 2295.935791 +96 2199.224854 +97 3131.861084 +98 6995.975098 +99 2347.645752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,SARIMAX,2.2590229511260986,"108 14687.050781 +109 8454.401367 +110 7817.199707 +111 10385.723633 +112 9994.258789 +113 32643.111328 +114 8937.360352 +115 10756.410156 +116 8202.184570 +117 32666.876953 +118 11531.430664 +119 11534.614258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,XGBoost,1.2416012287139893,"99 2262.124756 +100 5169.901855 +101 3515.943359 +102 2251.462646 +103 7057.062012 +104 2078.675537 +105 7057.062012 +106 5381.312500 +107 5924.079590 +108 5554.450684 +109 5852.594727 +110 2183.548340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,IRRF,SARIMAX,2.0564770698547363,"107 68066.179688 +108 71203.796875 +109 71203.796875 +110 68066.179688 +111 71203.796875 +112 71203.796875 +113 68066.179688 +114 71203.796875 +115 68066.179688 +116 71203.796875 +117 71203.796875 +118 71203.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do FPM,SARIMAX,0.888770341873169,"108 1323160.50 +109 1893768.50 +110 1032869.75 +111 1161371.75 +112 1323172.25 +113 1267843.75 +114 1323190.00 +115 1032869.75 +116 1032869.75 +117 936815.25 +118 1323172.25 +119 1893768.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,HWES,0.7912352085113525,"108 376499.593750 +109 245309.125000 +110 258922.546875 +111 300904.000000 +112 309782.906250 +113 258411.140625 +114 336050.843750 +115 309622.937500 +116 309622.937500 +117 312582.843750 +118 300154.593750 +119 302696.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,XGBoost,0.8776795864105225,"106 44697.078125 +107 32986.960938 +108 28099.794922 +109 44910.414062 +110 46973.460938 +111 14810.535156 +112 13978.533203 +113 2382.487061 +114 2870.667236 +115 2771.491699 +116 13834.164062 +117 50639.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ITR,AR,1.1639378070831299,"67 60.090343 +68 449.925934 +69 60.090343 +70 191.086807 +71 598.824890 +72 104.595680 +73 93.930649 +74 636.517578 +75 631.124512 +76 1512.985474 +77 1492.984741 +78 88.733665 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Transferencias LC 61_1989,SES,1.1175477504730225,"108 3421.431152 +109 26335.972656 +110 2930.346191 +111 2968.811279 +112 2961.246338 +113 3389.445312 +114 3004.680420 +115 2963.718994 +116 2961.246338 +117 3392.901611 +118 2930.346191 +119 3540.421387 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,IPTU,HWES,1.5079824924468994,"103 4.845124e+04 +104 1.212556e+05 +105 7.735161e+05 +106 5.313450e+06 +107 8.117214e+05 +108 8.117214e+05 +109 1.483792e+05 +110 1.618802e+05 +111 9.300395e+04 +112 1.533009e+05 +113 1.618802e+05 +114 9.254263e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ISS,XGBoost,1.1655571460723877,"108 1297323.5 +109 1273049.0 +110 1297323.5 +111 1297323.5 +112 1321448.0 +113 1321505.0 +114 1321448.0 +115 1321448.0 +116 1321448.0 +117 1321448.0 +118 1321448.0 +119 1320960.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ITBI,HWES,1.5771307945251465,"108 244519.031250 +109 241540.234375 +110 406777.312500 +111 222473.640625 +112 362550.156250 +113 191064.171875 +114 412533.187500 +115 410959.343750 +116 407054.187500 +117 411984.812500 +118 407054.250000 +119 353755.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,IRRF,AR,0.9835660457611084,"108 4.846384e+05 +109 4.879356e+05 +110 4.881005e+05 +111 4.881005e+05 +112 4.881005e+05 +113 4.881005e+05 +114 4.908641e+05 +115 4.881005e+05 +116 4.811524e+05 +117 4.850422e+05 +118 4.837633e+05 +119 1.137727e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do FPM,SARIMAX,0.8482122421264648,"108 3471903.00 +109 5050122.50 +110 2916914.50 +111 3134571.50 +112 3471974.50 +113 3528471.75 +114 3472003.00 +115 2916912.75 +116 2916912.75 +117 2807733.50 +118 3471974.50 +119 5050122.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,HWES,1.3016414642333984,"108 5332860.5 +109 4721400.0 +110 4723084.0 +111 5256179.0 +112 5551430.0 +113 5636259.0 +114 5459351.5 +115 5653958.0 +116 5653958.0 +117 5508754.0 +118 5525943.5 +119 5508754.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,MLP,2.0749714374542236,"108 2.280861e+06 +109 7.338639e+05 +110 9.581653e+05 +111 1.915454e+06 +112 1.144396e+06 +113 6.149825e+05 +114 4.473734e+05 +115 3.341929e+05 +116 2.932479e+05 +117 2.571685e+05 +118 1.844285e+05 +119 2.723708e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ITR,SARIMAX,1.3738274574279785,"36 25252.269531 +37 10834.242188 +38 26456.750000 +39 10769.095703 +40 26456.750000 +41 25723.929688 +42 26456.750000 +43 26456.750000 +44 75391.359375 +45 168840.828125 +46 10216.742188 +47 12566.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Transferencias LC 61_1989,AR,0.6337940692901611,"108 47503.886719 +109 46509.871094 +110 47844.636719 +111 46800.984375 +112 48825.042969 +113 48265.851562 +114 49473.839844 +115 48420.089844 +116 46927.167969 +117 45859.949219 +118 45436.144531 +119 48846.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,IPTU,MLP,1.9992623329162598,"108 26133.559366 +109 45011.970590 +110 157912.185928 +111 600958.601916 +112 62854.602748 +113 65120.474684 +114 59949.661169 +115 69470.339752 +116 61263.916054 +117 41322.344834 +118 53934.358895 +119 75873.132178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ISS,XGBoost,2.445544481277466,"108 79564.796875 +109 79195.992188 +110 79195.992188 +111 75851.132812 +112 79564.796875 +113 79071.468750 +114 75851.132812 +115 75851.132812 +116 75851.132812 +117 75851.132812 +118 79564.796875 +119 75851.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ITBI,HWES,0.8977670669555664,"108 34937.175781 +109 35555.847656 +110 34438.062500 +111 38847.675781 +112 31896.464844 +113 33082.492188 +114 31380.568359 +115 38905.261719 +116 35132.773438 +117 39145.425781 +118 36016.175781 +119 71064.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,IRRF,SARIMAX,1.2968471050262451,"108 245612.250000 +109 245613.109375 +110 245612.250000 +111 245612.250000 +112 237688.171875 +113 245612.250000 +114 245612.250000 +115 245612.250000 +116 245612.250000 +117 245613.109375 +118 245613.109375 +119 245612.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do FPM,SARIMAX,0.8798050880432129,"108 1543090.500 +109 2525024.750 +110 1543011.000 +111 2074816.750 +112 2085899.875 +113 2086109.875 +114 2525024.750 +115 1543011.000 +116 1543090.500 +117 1518421.250 +118 2085899.875 +119 2525024.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,HWES,0.7735397815704346,"108 1498496.750 +109 1497247.750 +110 1498169.000 +111 1499366.250 +112 1508378.125 +113 1499583.500 +114 1494399.500 +115 1494399.500 +116 1494399.500 +117 1494399.500 +118 1508378.125 +119 1505213.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,MLP,1.9429397583007812,"108 549406.256272 +109 160709.261246 +110 238522.244702 +111 331344.063354 +112 257740.096761 +113 130676.603636 +114 112545.263865 +115 80498.948233 +116 87412.789975 +117 84962.224301 +118 93443.043938 +119 365328.790730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ITR,HWES,2.1746246814727783,"108 926.895081 +109 883.299805 +110 963.532410 +111 891.945435 +112 888.598572 +113 2995.955322 +114 775.125732 +115 3034.083008 +116 24837.830078 +117 24837.830078 +118 943.470276 +119 960.935608 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,IPTU,SARIMAX,1.3905696868896484,"85 -12.555405 +86 4252.987793 +87 2167.034424 +88 -46.923473 +89 132.124573 +90 36765.414062 +91 2409.587402 +92 2413.134766 +93 211.021835 +94 13793.078125 +95 272.189545 +96 930.780701 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ISS,MLP,1.0660138130187988,"108 28852.135156 +109 27605.363928 +110 22307.658910 +111 27358.166209 +112 22939.594437 +113 25172.221483 +114 23960.900505 +115 22076.392852 +116 22807.162812 +117 20518.022930 +118 19277.870164 +119 15207.801014 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ITBI,MLP,1.444683313369751,"78 30015.042273 +79 30328.923896 +80 32929.051426 +81 35757.899278 +82 38739.302796 +83 41030.964419 +84 39121.241247 +85 34808.423743 +86 35959.384733 +87 35661.378107 +88 32796.024669 +89 35128.534407 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,IRRF,SARIMAX,1.6269607543945312,"108 26429.449219 +109 26279.902344 +110 99025.968750 +111 54853.863281 +112 99025.968750 +113 54853.863281 +114 54853.863281 +115 54853.863281 +116 54853.863281 +117 54853.863281 +118 54853.863281 +119 99025.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do FPM,SARIMAX,1.0039396286010742,"108 1.323597e+06 +109 1.893769e+06 +110 1.062085e+06 +111 1.196982e+06 +112 1.323598e+06 +113 1.312130e+06 +114 1.323598e+06 +115 1.062085e+06 +116 1.062086e+06 +117 1.007382e+06 +118 1.323598e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,HWES,0.9806969165802002,"108 563287.56250 +109 506224.21875 +110 516854.37500 +111 570622.50000 +112 574594.12500 +113 524288.00000 +114 574594.25000 +115 574399.87500 +116 574399.87500 +117 574594.12500 +118 549196.62500 +119 565057.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,SARIMAX,0.9696028232574463,"106 25425.044922 +107 13697.256836 +108 23399.769531 +109 23618.642578 +110 24843.857422 +111 14754.041016 +112 11717.883789 +113 12800.682617 +114 12555.719727 +115 8164.032715 +116 8862.450195 +117 22506.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ITR,XGBoost,2.0588600635528564,"101 7416.385742 +102 5131.735352 +103 5211.732422 +104 4954.922852 +105 4954.918945 +106 4851.476562 +107 4851.476562 +108 80708.804688 +109 8967.465820 +110 109813.679688 +111 52500.488281 +112 8152.854004 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Transferencias LC 61_1989,XGBoost,1.0567622184753418,"72 3212.855469 +73 4542.295410 +74 4634.549316 +75 5199.355957 +76 4872.169922 +77 4502.594238 +78 4169.394043 +79 4867.366211 +80 4215.490234 +81 3671.382568 +82 4868.533203 +83 3952.428711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,IPTU,SES,0.6381649971008301,"68 38567.058594 +69 25101.064453 +70 33605.144531 +71 34461.121094 +72 -868.139648 +73 9856.219727 +74 23216.898438 +75 15127.214844 +76 14720.066406 +77 48668.792969 +78 38442.925781 +79 33099.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ISS,MLP,1.5551848411560059,"108 16759.852934 +109 11732.438398 +110 24514.259134 +111 12116.805202 +112 18021.933801 +113 18430.463541 +114 1623.948910 +115 15924.719415 +116 14707.279617 +117 14125.815708 +118 9504.114723 +119 10759.203089 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ITBI,XGBoost,1.8261969089508057,"90 6257.076172 +91 14678.904297 +92 18961.355469 +93 28507.791016 +94 13320.343750 +95 18760.386719 +96 17381.144531 +97 27187.664062 +98 8884.388672 +99 9028.720703 +100 12505.559570 +101 8522.340820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,IRRF,XGBoost,1.699448585510254,"108 88495.781250 +109 112299.921875 +110 112299.773438 +111 112299.921875 +112 112299.921875 +113 98379.085938 +114 98379.085938 +115 112299.921875 +116 112299.773438 +117 112299.921875 +118 112299.773438 +119 112299.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do FPM,SARIMAX,0.750652551651001,"108 1.388625e+06 +109 1.893769e+06 +110 1.098562e+06 +111 1.199795e+06 +112 1.388625e+06 +113 1.374066e+06 +114 1.388625e+06 +115 1.098562e+06 +116 1.102088e+06 +117 1.030532e+06 +118 1.388625e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,HWES,1.2541096210479736,"108 478333.65625 +109 426529.31250 +110 439646.43750 +111 460527.00000 +112 477842.28125 +113 468092.71875 +114 478766.90625 +115 508940.18750 +116 508380.93750 +117 497565.12500 +118 461091.46875 +119 497546.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,XGBoost,0.8548674583435059,"105 149996.062500 +106 42702.503906 +107 43084.226562 +108 48571.429688 +109 46391.734375 +110 30442.974609 +111 29795.501953 +112 30509.558594 +113 38157.531250 +114 35244.539062 +115 35781.328125 +116 155167.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do ITR,SARIMAX,1.0466997623443604,"93 417.182495 +94 322.370941 +95 723.758911 +96 277.515625 +97 277.515625 +98 472.160187 +99 432.886993 +100 1071.275513 +101 2896.621582 +102 3113.839600 +103 1018.297729 +104 1031.026733 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Transferencias LC 61_1989,HWES,1.340791940689087,"108 77535.265625 +109 77594.734375 +110 77609.664062 +111 77620.593750 +112 77621.601562 +113 77646.242188 +114 77601.953125 +115 77614.468750 +116 77639.546875 +117 77564.195312 +118 77613.281250 +119 77561.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,IPTU,SES,0.8793041706085205,"103 36029.722656 +104 37363.566406 +105 33203.820312 +106 33203.820312 +107 26865.033203 +108 31830.457031 +109 33594.757812 +110 31681.041016 +111 8807.538086 +112 4605.832520 +113 7746.131836 +114 4605.832520 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ISS,XGBoost,1.0709891319274902,"108 51532.855469 +109 43181.824219 +110 51738.871094 +111 43187.542969 +112 51733.121094 +113 51733.121094 +114 51532.855469 +115 51532.394531 +116 51733.121094 +117 51532.855469 +118 51532.855469 +119 51733.121094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ITBI,MLP,0.8972549438476562,"108 38488.729282 +109 44463.330488 +110 45626.537482 +111 48172.367460 +112 44810.031003 +113 47444.170469 +114 46977.175295 +115 43572.260526 +116 -16069.286969 +117 25868.854654 +118 26180.097460 +119 27197.199067 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,IRRF,SARIMAX,0.8634400367736816,"108 79709.710938 +109 88006.500000 +110 87180.554688 +111 87180.554688 +112 87180.554688 +113 83922.945312 +114 88816.726562 +115 87180.554688 +116 87180.554688 +117 87180.554688 +118 88006.500000 +119 136710.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do FPM,SARIMAX,0.9590232372283936,"108 1.266154e+06 +109 1.893769e+06 +110 1.033697e+06 +111 1.136055e+06 +112 1.275595e+06 +113 1.251026e+06 +114 1.275595e+06 +115 1.033697e+06 +116 1.033707e+06 +117 9.617084e+05 +118 1.275595e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,HWES,1.0457615852355957,"108 1.016829e+06 +109 8.780059e+05 +110 8.783914e+05 +111 9.865372e+05 +112 1.076408e+06 +113 1.032426e+06 +114 1.041877e+06 +115 1.044225e+06 +116 1.044225e+06 +117 1.022033e+06 +118 1.032645e+06 +119 1.022033e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,MLP,1.413970947265625,"108 234471.194930 +109 55723.824376 +110 100894.697580 +111 122514.218858 +112 85622.320447 +113 46604.396596 +114 34829.895977 +115 38066.539977 +116 29872.976036 +117 31368.467387 +118 32678.825517 +119 246201.531720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do ITR,XGBoost,1.3639945983886719,"96 9431.634766 +97 9778.535156 +98 9377.939453 +99 9297.347656 +100 15537.355469 +101 15621.271484 +102 15537.355469 +103 15537.355469 +104 858.606506 +105 249.599442 +106 6334.509766 +107 1605.766235 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Transferencias LC 61_1989,XGBoost,1.331160306930542,"96 8374.322266 +97 7367.904785 +98 7752.089355 +99 7684.248047 +100 7768.046875 +101 7573.257812 +102 8111.547852 +103 7808.040527 +104 7719.816406 +105 11477.189453 +106 7710.878906 +107 8812.442383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,IPTU,SARIMAX,1.4908037185668945,"106 39592.125000 +107 188915.906250 +108 875603.437500 +109 39429.882812 +110 41833.707031 +111 37369.789062 +112 42113.765625 +113 48012.480469 +114 23080.746094 +115 13937.040039 +116 44779.765625 +117 46952.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ISS,XGBoost,0.7863004207611084,"108 75965.960938 +109 63166.605469 +110 63051.347656 +111 79264.671875 +112 75969.882812 +113 75589.109375 +114 79910.156250 +115 79872.382812 +116 75965.710938 +117 79872.382812 +118 67702.554688 +119 71008.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ITBI,SARIMAX,0.8258311748504639,"108 54283.789062 +109 54257.339844 +110 54551.699219 +111 55115.601562 +112 106267.937500 +113 106137.007812 +114 106059.859375 +115 106059.859375 +116 54005.996094 +117 106137.007812 +118 106059.859375 +119 106976.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,IRRF,Prophet,1.1885595321655273,"108 105353.445312 +109 105353.429688 +110 105353.429688 +111 105353.429688 +112 105307.937500 +113 105311.773438 +114 105282.648438 +115 105353.429688 +116 105353.429688 +117 105353.429688 +118 105353.429688 +119 105353.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do FPM,SARIMAX,0.8189060688018799,"108 1.388530e+06 +109 1.893768e+06 +110 1.100482e+06 +111 1.199028e+06 +112 1.388558e+06 +113 1.373078e+06 +114 1.388605e+06 +115 1.100482e+06 +116 1.101510e+06 +117 1.033331e+06 +118 1.388558e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,HWES,1.4264769554138184,"108 1168152.000 +109 1071814.250 +110 1067360.250 +111 1193588.625 +112 1170687.250 +113 1168152.000 +114 1168702.625 +115 1265191.500 +116 1266910.750 +117 1170687.250 +118 1067963.125 +119 1170687.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,MLP,1.8120481967926025,"108 471388.061795 +109 128986.114343 +110 142628.716730 +111 261766.143011 +112 178173.568117 +113 96152.747566 +114 89603.380663 +115 84717.744171 +116 90144.735522 +117 86745.644918 +118 345697.562067 +119 400632.387126 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do ITR,MLP,1.4577980041503906,"89 20424.488412 +90 21482.172080 +91 22544.522241 +92 23644.691387 +93 24796.892757 +94 26097.868714 +95 26523.787704 +96 28103.745149 +97 15166.295348 +98 2849.821592 +99 17482.775936 +100 18296.692682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Transferencias LC 61_1989,HWES,1.1731655597686768,"96 10312.736328 +97 9853.476562 +98 10661.167969 +99 11679.281250 +100 11237.357422 +101 11551.183594 +102 11612.647461 +103 10467.740234 +104 11142.405273 +105 10895.203125 +106 11248.918945 +107 11056.370117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,MLP,1.5607640743255615,"108 9.754612e+05 +109 9.741411e+05 +110 1.239828e+06 +111 2.577604e+06 +112 1.074420e+06 +113 1.023075e+06 +114 1.107581e+06 +115 1.124885e+06 +116 1.213003e+06 +117 1.363845e+06 +118 1.222182e+06 +119 1.478165e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,SARIMAX,1.1467947959899902,"108 1388393.750 +109 1386236.125 +110 1331460.250 +111 1397161.625 +112 1331453.000 +113 1391107.750 +114 1391107.750 +115 1331460.250 +116 1391215.000 +117 1391107.750 +118 1331453.000 +119 1331453.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,SES,1.0299084186553955,"108 312310.56250 +109 302263.37500 +110 312519.18750 +111 312010.68750 +112 301967.56250 +113 300596.87500 +114 308132.68750 +115 313856.06250 +116 256834.71875 +117 308373.87500 +118 342786.96875 +119 313897.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,IRRF,XGBoost,0.8796374797821045,"108 676995.375 +109 629760.625 +110 987481.375 +111 987481.375 +112 987481.375 +113 987481.375 +114 677197.375 +115 987481.375 +116 677197.375 +117 987481.375 +118 987481.375 +119 987481.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do FPM,SARIMAX,0.8283765316009521,"108 4214873.50 +109 5681241.50 +110 3225146.25 +111 4077937.50 +112 4214809.50 +113 4075706.50 +114 4214809.50 +115 3225146.25 +116 3225260.75 +117 3009512.00 +118 4214809.50 +119 5681241.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,HWES,1.4027879238128662,"108 3632062.00 +109 3130520.00 +110 3133939.25 +111 3344807.25 +112 3333735.75 +113 3386650.50 +114 3341487.75 +115 3328968.25 +116 3431049.75 +117 3115824.50 +118 3384078.75 +119 3115824.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,SARIMAX,1.8604581356048584,"108 1.217506e+06 +109 6.175850e+05 +110 7.366639e+05 +111 1.329450e+06 +112 1.288365e+06 +113 6.058854e+05 +114 4.847854e+05 +115 2.206083e+05 +116 1.939267e+05 +117 1.643832e+05 +118 9.949129e+04 +119 1.174684e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ITR,MLP,1.8971760272979736,"107 88193.675720 +108 33590.498623 +109 34449.183848 +110 37081.677189 +111 42780.170308 +112 48391.698915 +113 51157.124488 +114 43849.819947 +115 92463.021932 +116 477812.002602 +117 164074.698052 +118 182604.441970 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Transferencias LC 61_1989,AR,1.1764295101165771,"48 31201.251953 +49 29995.894531 +50 29663.667969 +51 29709.291016 +52 29025.859375 +53 29707.207031 +54 29692.560547 +55 29025.871094 +56 29850.347656 +57 30662.417969 +58 29025.871094 +59 29725.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,IPTU,SARIMAX,2.1569855213165283,"96 274409.656250 +97 516140.906250 +98 370942.750000 +99 105057.773438 +100 146439.203125 +101 102738.476562 +102 107059.054688 +103 105423.617188 +104 73970.585938 +105 104386.468750 +106 70561.429688 +107 73059.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ISS,SARIMAX,1.7425470352172852,"96 148882.046875 +97 133963.343750 +98 148617.937500 +99 143292.062500 +100 143441.281250 +101 143441.281250 +102 143441.281250 +103 148882.046875 +104 143441.281250 +105 143441.281250 +106 143441.281250 +107 143441.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ITBI,SES,1.157820701599121,"96 41443.808594 +97 61250.109375 +98 74388.453125 +99 61170.914062 +100 21155.197266 +101 67328.195312 +102 66860.054688 +103 68742.515625 +104 61197.347656 +105 68401.781250 +106 63640.976562 +107 61826.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,IRRF,XGBoost,0.9759161472320557,"96 233094.296875 +97 233069.515625 +98 233069.515625 +99 233094.296875 +100 233094.296875 +101 233094.296875 +102 233094.296875 +103 233094.296875 +104 233094.296875 +105 233094.296875 +106 233094.296875 +107 234981.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do FPM,SARIMAX,0.8146076202392578,"96 1356976.125 +97 2525024.750 +98 1356978.250 +99 1462189.375 +100 1705114.500 +101 1723456.250 +102 2525024.750 +103 1356978.250 +104 1356976.125 +105 1266840.750 +106 1705114.500 +107 2525024.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,XGBoost,0.9317216873168945,"96 1421394.125 +97 1335625.250 +98 1403640.125 +99 1449722.000 +100 1454769.750 +101 1448253.875 +102 1449722.000 +103 1450799.750 +104 1449722.000 +105 1413924.500 +106 1362827.750 +107 1452071.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,AR,1.6142277717590332,"96 233330.562500 +97 284390.562500 +98 254747.796875 +99 273035.656250 +100 273035.656250 +101 245903.953125 +102 317415.000000 +103 159456.328125 +104 317419.000000 +105 75260.101562 +106 222962.000000 +107 222275.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ITR,SARIMAX,1.7568533420562744,"58 72604.781250 +59 30588.125000 +60 30588.125000 +61 30588.125000 +62 30588.125000 +63 30554.597656 +64 19782.091797 +65 30588.125000 +66 66345.664062 +67 681957.500000 +68 51470.089844 +69 52921.199219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Transferencias LC 61_1989,XGBoost,1.0884604454040527,"96 12810.197266 +97 11907.123047 +98 12720.957031 +99 14020.166016 +100 11332.384766 +101 11207.638672 +102 10249.313477 +103 11252.287109 +104 11015.550781 +105 10271.384766 +106 12722.457031 +107 12034.758789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,IPTU,SARIMAX,1.5655572414398193,"108 27185.531250 +109 105519.468750 +110 27417.242188 +111 29055.097656 +112 27303.878906 +113 26275.537109 +114 28309.597656 +115 15461.839844 +116 15394.564453 +117 15394.564453 +118 24937.431641 +119 27303.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ISS,XGBoost,1.204369306564331,"108 29554.410156 +109 28027.496094 +110 29554.367188 +111 27700.085938 +112 29371.308594 +113 28027.496094 +114 29371.308594 +115 29371.308594 +116 27700.085938 +117 29554.410156 +118 29554.605469 +119 30121.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ITBI,SES,1.1759653091430664,"106 6989.300781 +107 6061.726562 +108 6658.910156 +109 6870.632812 +110 6870.632812 +111 7196.991211 +112 6520.700684 +113 6870.632812 +114 6111.289551 +115 7841.598633 +116 6948.731445 +117 7841.598633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,IRRF,Prophet,1.1710145473480225,"108 35966.531250 +109 36042.511719 +110 36042.785156 +111 72451.335938 +112 52176.316406 +113 36042.785156 +114 72451.335938 +115 72451.335938 +116 36042.785156 +117 36042.511719 +118 36042.816406 +119 72451.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do FPM,SARIMAX,0.7748770713806152,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,HWES,0.8069181442260742,"108 517199.6875 +109 515762.6250 +110 516267.3125 +111 526685.8750 +112 521689.9375 +113 516479.7500 +114 526685.8750 +115 521689.7500 +116 521689.7500 +117 521689.7500 +118 521688.8125 +119 521688.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,XGBoost,1.3879520893096924,"108 102662.968750 +109 36935.894531 +110 63052.710938 +111 56496.148438 +112 55442.750000 +113 27041.796875 +114 26163.927734 +115 26164.316406 +116 27080.146484 +117 25640.671875 +118 25623.966797 +119 37348.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ITR,XGBoost,1.4368200302124023,"91 123.454666 +92 57.929688 +93 127.994957 +94 135.872757 +95 2549.880859 +96 3267.675781 +97 3261.823242 +98 3262.846191 +99 3269.041748 +100 3260.970703 +101 3267.675781 +102 3261.849854 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Transferencias LC 61_1989,XGBoost,1.0906610488891602,"108 2965.342285 +109 3158.218018 +110 3423.288086 +111 3216.477539 +112 3502.477051 +113 3272.531494 +114 3265.754395 +115 3004.115479 +116 3004.115479 +117 2689.422852 +118 3696.226318 +119 3474.153809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,IPTU,MLP,2.723480224609375,"108 20471.049773 +109 51500.743738 +110 69575.919676 +111 129514.093337 +112 271585.425010 +113 40109.106926 +114 34828.129458 +115 37442.370867 +116 25813.843333 +117 30928.277105 +118 25772.054641 +119 29165.947578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ISS,XGBoost,1.9693307876586914,"108 111057.656250 +109 110179.625000 +110 121905.687500 +111 121921.742188 +112 121905.687500 +113 116960.250000 +114 121921.742188 +115 121921.742188 +116 121921.742188 +117 121905.687500 +118 121905.687500 +119 121921.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ITBI,MLP,1.1557831764221191,"108 74589.023063 +109 78876.330248 +110 76002.291813 +111 70709.471112 +112 65047.757924 +113 68519.491870 +114 67935.173552 +115 64949.032972 +116 64508.756868 +117 67677.572028 +118 68199.753797 +119 58778.340270 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,IRRF,SARIMAX,0.9165248870849609,"108 141067.484375 +109 139394.765625 +110 139854.250000 +111 139854.250000 +112 206761.656250 +113 136611.218750 +114 140992.296875 +115 139854.250000 +116 141073.453125 +117 139854.250000 +118 206761.656250 +119 206761.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do FPM,SARIMAX,0.9425220489501953,"108 1.309440e+06 +109 1.893768e+06 +110 1.034479e+06 +111 1.159351e+06 +112 1.309518e+06 +113 1.263468e+06 +114 1.309503e+06 +115 1.034479e+06 +116 1.034478e+06 +117 9.371672e+05 +118 1.309518e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,HWES,0.8070101737976074,"108 1958746.125 +109 1625680.500 +110 1747695.625 +111 1822912.500 +112 1718611.000 +113 1953071.375 +114 1978093.875 +115 1889852.125 +116 1889852.125 +117 1953480.875 +118 1976596.375 +119 1954240.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,AR,1.514906883239746,"108 580679.875000 +109 143866.109375 +110 143866.109375 +111 49235.562500 +112 580520.625000 +113 -9021.938477 +114 21153.919922 +115 2818.509521 +116 2818.509521 +117 -13512.849609 +118 -13869.094727 +119 580552.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do ITR,MLP,2.064412832260132,"106 4.761445e+04 +107 4.120535e+04 +108 3.265846e+04 +109 3.360100e+04 +110 3.547069e+04 +111 3.647076e+04 +112 5.083894e+04 +113 4.558201e+04 +114 1.829311e+05 +115 1.790981e+06 +116 1.098121e+05 +117 1.368800e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,IPTU,Prophet,2.1030466556549072,"87 1634.552734 +88 19551.232422 +89 1724.416382 +90 5872.395996 +91 63281.273438 +92 82451.039062 +93 55397.351562 +94 55397.351562 +95 24487.203125 +96 8500.372070 +97 9661.791992 +98 8104.594727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ISS,SARIMAX,0.7501492500305176,"96 92246.335938 +97 92016.539062 +98 91559.914062 +99 108675.664062 +100 92660.570312 +101 93143.046875 +102 93143.046875 +103 92020.070312 +104 93143.046875 +105 108675.664062 +106 93143.046875 +107 108675.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ITBI,Prophet,0.8714845180511475,"96 23280.011719 +97 23272.228516 +98 38018.929688 +99 23910.152344 +100 43562.945312 +101 18032.015625 +102 41543.628906 +103 46988.929688 +104 18564.349609 +105 57715.160156 +106 41543.628906 +107 18507.720703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,IRRF,Prophet,1.3815152645111084,"96 177967.625000 +97 148526.500000 +98 178001.640625 +99 178001.640625 +100 178001.640625 +101 178001.640625 +102 127220.281250 +103 178001.640625 +104 178001.640625 +105 203753.437500 +106 178001.640625 +107 203753.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do FPM,XGBoost,1.640350103378296,"96 1716687.750 +97 1811506.625 +98 1424047.250 +99 1716687.750 +100 1797758.625 +101 1716687.750 +102 1811506.625 +103 1716687.750 +104 1573346.625 +105 1573380.125 +106 1811506.625 +107 1811506.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,XGBoost,0.7222740650177002,"96 816197.0000 +97 980079.4375 +98 980052.0625 +99 978793.9375 +100 977721.3750 +101 952678.7500 +102 978793.9375 +103 978793.9375 +104 951390.3750 +105 951393.6875 +106 944964.6875 +107 996752.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,MLP,1.422715425491333,"96 223209.708235 +97 95750.270899 +98 117742.454336 +99 234620.644591 +100 157769.096060 +101 59095.875115 +102 62320.863235 +103 59180.981368 +104 53087.479279 +105 54621.873433 +106 52039.680704 +107 413701.529024 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ITR,XGBoost,1.227447271347046,"67 50.973843 +68 40.144104 +69 41.684788 +70 53.875553 +71 40.144104 +72 958.191040 +73 497.003845 +74 484.760193 +75 479.732361 +76 952.273315 +77 211.387939 +78 212.529282 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Transferencias LC 61_1989,SES,1.1594583988189697,"96 8934.440430 +97 9659.915039 +98 10915.552734 +99 9844.266602 +100 10571.147461 +101 10000.448242 +102 10135.467773 +103 8466.864258 +104 9866.768555 +105 9011.904297 +106 8858.841797 +107 9157.434570 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,IPTU,MLP,1.758497714996338,"108 38961.244415 +109 63893.639801 +110 86871.731271 +111 251616.364883 +112 92198.144995 +113 25574.067539 +114 32784.827582 +115 28017.350438 +116 25902.027851 +117 36040.170910 +118 24606.627791 +119 38030.602148 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ISS,Prophet,1.0964484214782715,"108 30123.716797 +109 19828.091797 +110 23966.345703 +111 24196.509766 +112 25584.041016 +113 30495.466797 +114 30198.494141 +115 24504.451172 +116 31037.654297 +117 24277.142578 +118 28949.332031 +119 30495.466797 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ITBI,XGBoost,2.3211510181427,"108 41638.957031 +109 26757.119141 +110 36424.835938 +111 38432.531250 +112 36484.746094 +113 38765.011719 +114 37620.363281 +115 35754.386719 +116 39064.199219 +117 25593.214844 +118 38684.746094 +119 35195.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,IRRF,MLP,0.9433786869049072,"108 65528.088020 +109 59894.390044 +110 58558.102099 +111 56537.803421 +112 54041.689673 +113 53298.021038 +114 51423.403755 +115 49214.981224 +116 47576.007028 +117 46222.164723 +118 42692.320735 +119 28273.718794 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do FPM,XGBoost,0.8629519939422607,"108 1375636.750 +109 1893768.500 +110 1351337.000 +111 1421481.125 +112 1815578.750 +113 1815578.250 +114 1893768.500 +115 1375636.750 +116 1375636.750 +117 1351337.000 +118 1815578.750 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,HWES,0.8033630847930908,"108 580424.2500 +109 569898.0000 +110 576914.8125 +111 823764.4375 +112 854056.3125 +113 856848.4375 +114 838440.4375 +115 867808.3750 +116 867808.3750 +117 819574.8750 +118 856861.0000 +119 819574.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,AR,0.912330150604248,"101 159517.546875 +102 33525.933594 +103 56053.300781 +104 43381.433594 +105 58533.839844 +106 41362.859375 +107 35446.425781 +108 29437.919922 +109 30075.761719 +110 29734.998047 +111 49336.410156 +112 85319.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ITR,HWES,1.102644681930542,"103 112.705292 +104 133.862915 +105 130.721832 +106 165.926010 +107 120.387650 +108 165.919922 +109 133.103958 +110 238.236450 +111 2070.443604 +112 2070.741943 +113 231.854340 +114 165.221848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,IPTU,XGBoost,1.4004926681518555,"108 8948507.0 +109 8954227.0 +110 5822453.5 +111 5935957.5 +112 8382703.0 +113 4584140.0 +114 4445416.0 +115 4535006.0 +116 4494155.0 +117 3512576.5 +118 3432937.0 +119 5286872.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ISS,MLP,1.061264991760254,"108 9.727110e+06 +109 9.319662e+06 +110 9.456115e+06 +111 9.544270e+06 +112 9.645407e+06 +113 9.724424e+06 +114 9.689933e+06 +115 9.846531e+06 +116 9.709877e+06 +117 9.806212e+06 +118 9.736109e+06 +119 9.866276e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ITBI,XGBoost,1.3454680442810059,"108 2962115.50 +109 2406204.00 +110 2865051.75 +111 3463740.50 +112 2850563.25 +113 2865054.75 +114 2865123.00 +115 3187876.50 +116 2848421.25 +117 2850563.25 +118 3093350.50 +119 2850563.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,IRRF,MLP,1.2349379062652588,"108 7.425609e+06 +109 7.125063e+06 +110 7.304834e+06 +111 7.550802e+06 +112 7.471513e+06 +113 7.831226e+06 +114 7.986865e+06 +115 7.843750e+06 +116 8.431662e+06 +117 1.272742e+07 +118 9.186898e+06 +119 1.246592e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do FPM,MLP,1.7535271644592285,"108 1.155875e+07 +109 1.456026e+07 +110 9.808901e+06 +111 1.092187e+07 +112 1.191168e+07 +113 1.130874e+07 +114 1.363611e+07 +115 1.021778e+07 +116 1.040976e+07 +117 9.891562e+06 +118 8.275440e+06 +119 2.157938e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,HWES,0.8306355476379395,"108 13136070.0 +109 10934497.0 +110 10903938.0 +111 13023033.0 +112 13616271.0 +113 11643878.0 +114 13177308.0 +115 13083891.0 +116 13083891.0 +117 12699389.0 +118 13246333.0 +119 12660983.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,MLP,1.694187879562378,"108 1.616950e+07 +109 5.648409e+06 +110 6.037870e+06 +111 1.049183e+07 +112 9.344397e+06 +113 4.716105e+06 +114 4.155908e+06 +115 2.660269e+06 +116 1.829808e+06 +117 1.523373e+06 +118 1.226213e+06 +119 1.111386e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ITR,MLP,1.8670892715454102,"107 1.960043e+05 +108 1.052909e+05 +109 1.190923e+05 +110 1.183091e+05 +111 1.676444e+05 +112 1.456685e+05 +113 1.698253e+05 +114 1.823594e+05 +115 4.122231e+05 +116 1.724760e+06 +117 4.812083e+05 +118 4.648200e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Transferencias LC 61_1989,MLP,1.0678229331970215,"108 98126.753865 +109 106023.981424 +110 105012.052079 +111 103316.941562 +112 104581.252892 +113 102968.837657 +114 102112.421540 +115 104590.965126 +116 104198.070043 +117 93846.955187 +118 102538.897140 +119 98774.977552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,IPTU,XGBoost,2.6639678478240967,"104 21311.539062 +105 16764.140625 +106 13698.103516 +107 82360.093750 +108 182476.828125 +109 15019.852539 +110 11475.919922 +111 20217.484375 +112 1686.559082 +113 15969.574219 +114 11546.758789 +115 1993.229492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ISS,XGBoost,1.1416435241699219,"108 93342.093750 +109 89701.750000 +110 93342.476562 +111 93342.476562 +112 93342.476562 +113 93342.476562 +114 93342.476562 +115 93342.476562 +116 93342.476562 +117 93342.476562 +118 93342.476562 +119 93342.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ITBI,XGBoost,0.9927501678466797,"107 26376.525391 +108 22235.560547 +109 7520.481445 +110 19197.384766 +111 10722.916992 +112 11303.555664 +113 12200.138672 +114 8153.100586 +115 9851.775391 +116 9772.003906 +117 9261.976562 +118 4976.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,IRRF,Prophet,1.0907816886901855,"108 232709.265625 +109 232719.000000 +110 211407.312500 +111 232723.609375 +112 232723.609375 +113 232723.593750 +114 232723.890625 +115 232723.609375 +116 232723.890625 +117 232723.609375 +118 232723.593750 +119 232723.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do FPM,XGBoost,1.029571533203125,"108 1506045.250 +109 1893768.500 +110 1163923.250 +111 1228546.250 +112 1506045.750 +113 1451892.000 +114 1506045.750 +115 1163923.250 +116 1207438.750 +117 1011192.125 +118 1893768.500 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,HWES,0.7336361408233643,"108 1163444.125 +109 1093261.250 +110 1069964.500 +111 1088475.250 +112 1110789.125 +113 1094973.625 +114 1109619.000 +115 1109310.750 +116 1109310.750 +117 1109626.750 +118 1106655.750 +119 1103578.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,MLP,1.540034294128418,"108 253865.188273 +109 64885.273236 +110 67704.595461 +111 101885.228576 +112 86141.464809 +113 38625.792575 +114 30985.050036 +115 37892.475293 +116 24578.141853 +117 20934.320686 +118 24964.411923 +119 372893.072617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ITR,XGBoost,2.036954641342163,"84 43.859367 +85 638.272827 +86 867.938293 +87 2918.866211 +88 2835.518555 +89 2643.134033 +90 4152.054688 +91 4780.610840 +92 1557.709961 +93 1557.846069 +94 3729.883545 +95 3729.871094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Transferencias LC 61_1989,XGBoost,1.3994550704956055,"108 9068.343750 +109 6621.483398 +110 7565.828613 +111 7458.750488 +112 7655.310547 +113 7561.320801 +114 8103.610352 +115 8181.448730 +116 8261.929688 +117 5451.237305 +118 8104.508301 +119 8155.035645 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,IPTU,MLP,1.5632789134979248,"108 1.055576e+06 +109 1.281095e+06 +110 1.575953e+06 +111 2.652076e+06 +112 8.040876e+06 +113 2.218300e+06 +114 2.598138e+06 +115 3.144855e+06 +116 3.521944e+06 +117 3.945217e+06 +118 4.761692e+06 +119 5.761199e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ISS,Prophet,0.8689353466033936,"108 1263127.250 +109 1309835.375 +110 1263147.750 +111 1164389.375 +112 1266538.750 +113 1204336.625 +114 1263120.625 +115 1266511.625 +116 1266511.625 +117 1309808.375 +118 1263120.625 +119 1266511.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ITBI,XGBoost,0.991100549697876,"108 405539.78125 +109 451178.46875 +110 407585.06250 +111 422523.65625 +112 402083.31250 +113 403549.00000 +114 391224.34375 +115 367852.62500 +116 355084.78125 +117 367852.62500 +118 328995.50000 +119 603899.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,IRRF,XGBoost,1.071800947189331,"108 1700976.75 +109 1700976.75 +110 1700976.75 +111 1700988.25 +112 1700976.75 +113 1700976.75 +114 1700976.75 +115 1700988.25 +116 1700988.25 +117 1700976.75 +118 1700988.25 +119 1700988.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do FPM,MLP,0.9416272640228271,"102 7.677998e+06 +103 7.567420e+06 +104 8.023950e+06 +105 8.615158e+06 +106 9.703083e+06 +107 1.143034e+07 +108 1.118985e+07 +109 1.288993e+07 +110 1.752593e+07 +111 1.930893e+07 +112 1.503593e+07 +113 1.748237e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,MLP,0.834653377532959,"108 6.821879e+06 +109 6.704248e+06 +110 6.844673e+06 +111 7.104302e+06 +112 7.249178e+06 +113 6.996079e+06 +114 7.103990e+06 +115 7.185007e+06 +116 7.178255e+06 +117 7.351811e+06 +118 7.015316e+06 +119 7.350935e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,SARIMAX,2.0566649436950684,"108 2.750082e+06 +109 5.794517e+05 +110 6.701159e+05 +111 8.851599e+05 +112 7.216754e+05 +113 2.922902e+05 +114 2.928660e+05 +115 1.227612e+05 +116 6.456966e+04 +117 1.057470e+05 +118 6.456966e+04 +119 2.127169e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ITR,SARIMAX,1.4061548709869385,"107 842.649048 +108 672.727173 +109 517.910767 +110 643.296692 +111 543.866638 +112 549.844727 +113 526.671143 +114 548.365845 +115 10407.602539 +116 25290.669922 +117 460.417938 +118 377.617218 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Transferencias LC 61_1989,HWES,1.4035437107086182,"108 71764.226562 +109 62944.875000 +110 60074.812500 +111 75703.984375 +112 72402.492188 +113 75402.070312 +114 71140.859375 +115 67207.429688 +116 72775.171875 +117 49192.562500 +118 59982.492188 +119 75891.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,IPTU,SARIMAX,1.4811632633209229,"108 7307.068359 +109 5227.819336 +110 59719.019531 +111 5477.036621 +112 5218.902832 +113 4407.562500 +114 5135.215332 +115 5137.398926 +116 6590.620605 +117 6731.303711 +118 11272.579102 +119 5354.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ISS,SARIMAX,1.2351617813110352,"108 16040.712891 +109 11237.017578 +110 10362.920898 +111 12040.022461 +112 11418.467773 +113 12046.002930 +114 15839.722656 +115 11994.609375 +116 11418.467773 +117 12046.002930 +118 12091.416016 +119 12091.412109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ITBI,MLP,1.1807138919830322,"108 8888.255498 +109 8846.430757 +110 9912.958845 +111 8187.812908 +112 9801.485235 +113 8971.384102 +114 9244.621486 +115 7960.129705 +116 9782.304406 +117 6382.981463 +118 9218.141302 +119 9428.561927 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,IRRF,AR,1.1239490509033203,"74 76364.562500 +75 76364.765625 +76 111294.679688 +77 111294.679688 +78 111294.679688 +79 76364.765625 +80 111294.679688 +81 111294.679688 +82 70517.359375 +83 111294.679688 +84 97797.242188 +85 111294.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do FPM,SARIMAX,0.9000570774078369,"108 1868509.75 +109 2221813.25 +110 1935588.00 +111 1868185.25 +112 2220846.25 +113 1868486.25 +114 2221813.25 +115 1935588.00 +116 1935588.00 +117 1761403.25 +118 1792385.50 +119 2221813.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,HWES,0.7922346591949463,"108 402925.21875 +109 360126.40625 +110 366721.34375 +111 395033.96875 +112 395647.84375 +113 404387.56250 +114 395033.96875 +115 441882.25000 +116 411276.28125 +117 395100.96875 +118 436899.56250 +119 404387.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,XGBoost,1.0345427989959717,"108 63020.339844 +109 18399.376953 +110 54183.617188 +111 44942.609375 +112 36001.683594 +113 6729.890625 +114 6729.890625 +115 2638.200684 +116 1337.508667 +117 1337.508667 +118 1869.639526 +119 56386.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do ITR,XGBoost,1.375042200088501,"100 7808.492676 +101 7825.990723 +102 7757.214355 +103 9852.363281 +104 7837.243652 +105 9821.907227 +106 7837.243652 +107 7757.214355 +108 40129.890625 +109 46205.605469 +110 7923.062012 +111 17752.191406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,IPTU,SARIMAX,1.4598939418792725,"107 1.073322e+06 +108 2.500770e+06 +109 8.632347e+06 +110 1.746600e+06 +111 1.746598e+06 +112 1.746600e+06 +113 1.746598e+06 +114 6.571506e+05 +115 5.106936e+05 +116 4.763457e+05 +117 5.283862e+05 +118 4.749242e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ISS,SARIMAX,1.200392723083496,"108 2284371.0 +109 2260218.5 +110 2260218.5 +111 2284371.0 +112 2284371.0 +113 2284371.0 +114 2284371.0 +115 2284371.0 +116 2284371.0 +117 2284371.0 +118 2284371.0 +119 2284371.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ITBI,SARIMAX,1.0099513530731201,"108 366250.18750 +109 618843.68750 +110 374527.40625 +111 375224.37500 +112 625242.75000 +113 374174.87500 +114 618843.68750 +115 375060.43750 +116 626768.37500 +117 375369.68750 +118 363178.62500 +119 407988.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,IRRF,MLP,1.813704013824463,"107 8.480129e+05 +108 9.688252e+05 +109 1.098392e+06 +110 1.038094e+06 +111 1.137075e+06 +112 1.115125e+06 +113 1.109537e+06 +114 1.297022e+06 +115 1.198573e+06 +116 1.209494e+06 +117 1.269190e+06 +118 1.583770e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do FPM,SARIMAX,0.8679757118225098,"108 5481931.5 +109 8203387.0 +110 4673405.0 +111 4657086.0 +112 5859771.5 +113 5597429.0 +114 8202423.0 +115 4030369.5 +116 4674346.0 +117 4607039.0 +118 5859771.5 +119 8202423.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,MLP,0.7812368869781494,"108 3.290023e+06 +109 3.163824e+06 +110 3.440450e+06 +111 3.186130e+06 +112 2.960953e+06 +113 3.246118e+06 +114 3.278104e+06 +115 3.296661e+06 +116 3.268520e+06 +117 3.334290e+06 +118 3.179399e+06 +119 3.294836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,SARIMAX,1.9515368938446045,"108 2.823913e+06 +109 9.985369e+05 +110 2.490178e+06 +111 2.492104e+06 +112 1.337297e+05 +113 9.630464e+05 +114 6.729002e+05 +115 4.470093e+05 +116 3.122679e+05 +117 2.431972e+05 +118 1.501404e+05 +119 2.825918e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ITR,XGBoost,1.3849742412567139,"102 301.878418 +103 312.785675 +104 195.192841 +105 401.499695 +106 186.394577 +107 401.499695 +108 3984.510498 +109 567.790283 +110 3243.819580 +111 3363.532715 +112 674.960510 +113 703.555237 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,XGBoost,1.2284269332885742,"108 1193.629639 +109 26192.955078 +110 50972.128906 +111 51098.117188 +112 54347.902344 +113 47552.878906 +114 47666.449219 +115 47820.644531 +116 47267.906250 +117 47349.519531 +118 51098.117188 +119 47761.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ISS,XGBoost,1.3183953762054443,"108 15538.454102 +109 16080.039062 +110 16086.763672 +111 16358.235352 +112 16106.899414 +113 16289.914062 +114 16289.914062 +115 16358.235352 +116 16358.235352 +117 16358.235352 +118 16363.190430 +119 16373.379883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,SES,2.198580026626587,"108 42167.496094 +109 40600.886719 +110 42728.656250 +111 15959.112305 +112 40600.886719 +113 42818.910156 +114 40597.117188 +115 40600.886719 +116 19707.666016 +117 40600.886719 +118 42818.910156 +119 40597.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,IRRF,SARIMAX,1.7903385162353516,"108 70589.750000 +109 118699.742188 +110 118699.742188 +111 118699.742188 +112 70227.632812 +113 118699.742188 +114 70229.531250 +115 70229.531250 +116 70227.632812 +117 118699.742188 +118 118699.742188 +119 118699.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do FPM,SARIMAX,1.0497334003448486,"108 1312060.000 +109 1331994.875 +110 1206630.875 +111 1164022.500 +112 1312060.000 +113 1431138.125 +114 1326860.125 +115 1211975.125 +116 1211975.125 +117 1018548.500 +118 1331994.875 +119 1312060.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,HWES,0.8243162631988525,"108 312350.34375 +109 297196.37500 +110 316315.15625 +111 327427.37500 +112 308832.09375 +113 312350.34375 +114 327427.37500 +115 327427.37500 +116 327427.37500 +117 308832.09375 +118 317254.90625 +119 308832.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,XGBoost,0.9818856716156006,"107 45317.359375 +108 31818.878906 +109 37730.808594 +110 38537.500000 +111 46965.230469 +112 43888.187500 +113 43819.703125 +114 43514.179688 +115 44401.671875 +116 43617.437500 +117 43984.156250 +118 46965.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ITR,SARIMAX,1.1502387523651123,"91 2613.017822 +92 2543.549561 +93 233.653946 +94 427.054230 +95 6155.423828 +96 1014.493042 +97 1015.538086 +98 1015.538086 +99 1014.094055 +100 1014.071167 +101 325.922485 +102 237.898651 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,IPTU,SARIMAX,2.1861696243286133,"96 4.942715e+05 +97 1.118514e+06 +98 5.823870e+06 +99 8.811343e+05 +100 8.811343e+05 +101 1.139705e+06 +102 5.134050e+05 +103 8.849201e+05 +104 8.785902e+05 +105 8.811343e+05 +106 5.197113e+05 +107 8.646773e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ISS,SARIMAX,1.3204874992370605,"96 1571257.500 +97 1578727.750 +98 1578631.750 +99 1571330.875 +100 1561816.125 +101 1561816.125 +102 1561816.125 +103 1561816.125 +104 1561816.125 +105 1561816.125 +106 1561816.125 +107 1561816.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ITBI,SARIMAX,0.8795843124389648,"96 402703.75000 +97 447268.25000 +98 418475.65625 +99 443888.28125 +100 418474.53125 +101 446586.65625 +102 445939.18750 +103 445939.18750 +104 418474.53125 +105 396937.68750 +106 342051.00000 +107 398893.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,IRRF,MLP,1.354374885559082,"96 1.215359e+06 +97 1.335020e+06 +98 1.433446e+06 +99 1.429462e+06 +100 1.486707e+06 +101 1.517387e+06 +102 1.572898e+06 +103 1.430250e+06 +104 1.888921e+06 +105 1.700720e+06 +106 1.739795e+06 +107 2.761910e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do FPM,XGBoost,1.462419033050537,"96 6007823.5 +97 7246026.0 +98 5561278.5 +99 6007823.5 +100 6948620.5 +101 6007823.5 +102 7246026.0 +103 6007823.5 +104 5561278.5 +105 5741394.0 +106 7234421.0 +107 7246026.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,MLP,0.8931818008422852,"96 6.749515e+06 +97 7.007423e+06 +98 7.063199e+06 +99 6.919471e+06 +100 7.133481e+06 +101 6.807556e+06 +102 6.813215e+06 +103 6.841456e+06 +104 6.761582e+06 +105 6.741535e+06 +106 6.729132e+06 +107 6.932076e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,MLP,1.544567346572876,"96 2.806245e+06 +97 1.125604e+06 +98 1.315634e+06 +99 2.221845e+06 +100 1.851846e+06 +101 1.024032e+06 +102 7.254231e+05 +103 6.762336e+05 +104 5.257233e+05 +105 4.865438e+05 +106 4.424717e+05 +107 3.989284e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Transferencias LC 61_1989,MLP,0.6898999214172363,"48 64607.350843 +49 60892.270771 +50 60753.638818 +51 60844.667778 +52 63188.888378 +53 64130.114687 +54 62479.076754 +55 65833.293854 +56 62564.512646 +57 61221.246514 +58 64549.929846 +59 62422.698308 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,IPTU,Prophet,1.687565565109253,"108 329539.37500 +109 327508.87500 +110 267049.53125 +111 267049.53125 +112 325653.96875 +113 971578.56250 +114 971578.56250 +115 336010.46875 +116 349632.18750 +117 349644.62500 +118 349644.62500 +119 341456.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ISS,SARIMAX,0.8366653919219971,"108 443813.15625 +109 542702.50000 +110 542850.87500 +111 443813.15625 +112 443813.15625 +113 443813.15625 +114 443813.15625 +115 443813.15625 +116 443813.15625 +117 443813.15625 +118 443813.15625 +119 443813.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ITBI,SARIMAX,0.9551119804382324,"108 138290.265625 +109 139806.593750 +110 261811.937500 +111 139527.250000 +112 139527.250000 +113 138590.406250 +114 138590.406250 +115 341073.218750 +116 139545.218750 +117 137231.812500 +118 340980.781250 +119 139545.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,IRRF,AR,1.3536715507507324,"108 739267.2500 +109 579960.6875 +110 579960.6875 +111 739267.2500 +112 579960.6875 +113 739267.2500 +114 579960.6875 +115 739267.2500 +116 739267.2500 +117 739267.2500 +118 739267.2500 +119 739267.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do FPM,SARIMAX,1.2469756603240967,"108 3227625.75 +109 4418792.50 +110 2547312.00 +111 2787705.00 +112 3227626.75 +113 3169367.50 +114 3227626.75 +115 2547312.00 +116 2560510.50 +117 2379585.00 +118 3227626.75 +119 4418792.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,MLP,0.9199779033660889,"108 1.286013e+06 +109 1.283737e+06 +110 1.297267e+06 +111 1.309575e+06 +112 1.306012e+06 +113 1.285534e+06 +114 1.286929e+06 +115 1.282850e+06 +116 1.272432e+06 +117 1.264447e+06 +118 1.234358e+06 +119 1.234446e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,MLP,1.458972692489624,"108 1.009980e+06 +109 3.547329e+05 +110 5.269680e+05 +111 7.913968e+05 +112 5.964596e+05 +113 2.696621e+05 +114 2.171599e+05 +115 1.876575e+05 +116 1.430360e+05 +117 1.144943e+05 +118 9.852719e+04 +119 9.182320e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ITR,SARIMAX,1.4168527126312256,"107 363.243011 +108 729.795044 +109 621.965698 +110 1638.514160 +111 586.819763 +112 729.795044 +113 363.243011 +114 1705.362793 +115 6658.391602 +116 11207.985352 +117 1177.471313 +118 1784.479370 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Transferencias LC 61_1989,AR,0.8422672748565674,"108 14332.604492 +109 14339.283203 +110 14951.318359 +111 14941.882812 +112 14546.698242 +113 13804.911133 +114 14483.963867 +115 14550.089844 +116 13689.408203 +117 14982.808594 +118 13674.912109 +119 14906.220703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,IPTU,AR,0.9282102584838867,"97 3435.046143 +98 8975.027344 +99 35253.605469 +100 50144.007812 +101 50192.554688 +102 3681.935547 +103 8314.578125 +104 3400.433105 +105 3400.302734 +106 7291.793457 +107 1652.148315 +108 3286.660645 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ISS,MLP,1.0771574974060059,"108 36436.394692 +109 35164.461372 +110 18155.746923 +111 28359.474131 +112 28902.907586 +113 28244.969421 +114 27479.393573 +115 30191.777579 +116 30279.339752 +117 30955.018922 +118 31446.179846 +119 1652.013623 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ITBI,HWES,1.0528528690338135,"106 13084.675781 +107 13096.537109 +108 13096.726562 +109 13096.726562 +110 12742.513672 +111 12583.869141 +112 12207.177734 +113 12723.647461 +114 12870.805664 +115 7703.980469 +116 8544.541016 +117 15570.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,IRRF,Prophet,1.3564109802246094,"108 26297.337891 +109 105545.445312 +110 47449.449219 +111 108208.679688 +112 105545.445312 +113 66527.656250 +114 66415.937500 +115 70644.281250 +116 66597.914062 +117 66597.914062 +118 66527.656250 +119 112580.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do FPM,SARIMAX,0.9147989749908447,"108 1.284175e+06 +109 1.893768e+06 +110 1.046780e+06 +111 1.176774e+06 +112 1.284177e+06 +113 1.340712e+06 +114 1.284184e+06 +115 1.046780e+06 +116 1.046215e+06 +117 9.602710e+05 +118 1.284177e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,HWES,1.074840784072876,"108 556783.9375 +109 444555.1250 +110 506863.1875 +111 552866.5625 +112 618364.8750 +113 529108.0000 +114 557649.1875 +115 558866.2500 +116 558866.2500 +117 617348.5000 +118 533243.7500 +119 640804.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,SES,0.9807727336883545,"84 104232.945312 +85 104643.007812 +86 60108.882812 +87 55858.019531 +88 62662.464844 +89 76431.804688 +90 48087.074219 +91 77210.562500 +92 57771.402344 +93 55599.679688 +94 63780.804688 +95 111107.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ITR,XGBoost,1.4156219959259033,"99 6281.122070 +100 6831.064453 +101 57495.417969 +102 48452.992188 +103 48329.488281 +104 48255.019531 +105 48255.019531 +106 48457.781250 +107 50400.675781 +108 51167.937500 +109 52346.109375 +110 50399.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Transferencias LC 61_1989,XGBoost,0.9971919059753418,"108 4873.779297 +109 5431.953125 +110 5406.644043 +111 5641.422363 +112 5696.824707 +113 5771.369629 +114 5791.944336 +115 5754.781250 +116 5667.875488 +117 5843.153320 +118 5610.484863 +119 5758.421387 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,IPTU,MLP,1.399493932723999,"108 5.571880e+05 +109 6.142129e+05 +110 7.095285e+05 +111 1.283400e+06 +112 4.738159e+06 +113 9.535890e+05 +114 1.257786e+06 +115 1.469777e+06 +116 1.543292e+06 +117 1.709734e+06 +118 1.925761e+06 +119 1.936888e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ISS,SARIMAX,1.4512834548950195,"108 751238.2500 +109 749053.8125 +110 751238.2500 +111 753502.1875 +112 753502.1875 +113 753502.1875 +114 753502.1875 +115 753502.1875 +116 753502.1875 +117 753970.5625 +118 753502.1875 +119 753502.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ITBI,SES,0.7412858009338379,"108 246857.859375 +109 340071.062500 +110 329871.125000 +111 247740.984375 +112 251449.015625 +113 320649.218750 +114 254553.203125 +115 320807.343750 +116 251449.015625 +117 245830.140625 +118 340153.437500 +119 223020.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,IRRF,SARIMAX,1.369753122329712,"108 851953.6250 +109 589935.5625 +110 589935.5625 +111 589935.5625 +112 589935.5625 +113 589935.5625 +114 589935.5625 +115 589935.5625 +116 589935.5625 +117 589935.5625 +118 544434.2500 +119 589935.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do FPM,SARIMAX,0.7699823379516602,"108 2999007.25 +109 3803340.00 +110 2367135.25 +111 2654759.50 +112 2911087.75 +113 2915126.25 +114 2911087.75 +115 2367135.25 +116 2367165.50 +117 2173348.75 +118 2911087.75 +119 3804216.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,HWES,0.8202893733978271,"108 3584679.00 +109 3401713.50 +110 3557004.50 +111 3601262.75 +112 3587797.50 +113 3584679.00 +114 3601262.75 +115 3601262.75 +116 3601262.75 +117 3589113.00 +118 3584679.00 +119 3589113.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,MLP,1.5278644561767578,"108 1.878947e+06 +109 5.163979e+05 +110 5.839577e+05 +111 1.041611e+06 +112 7.485886e+05 +113 3.392370e+05 +114 2.865255e+05 +115 2.306838e+05 +116 1.860119e+05 +117 1.502289e+05 +118 1.480766e+05 +119 2.043884e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ITR,HWES,1.584946870803833,"106 1053.385132 +107 343.190460 +108 477.643677 +109 270.592316 +110 258.915375 +111 247.744919 +112 275.401855 +113 536.430359 +114 7658.203613 +115 23605.351562 +116 543.198975 +117 675.763000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Transferencias LC 61_1989,XGBoost,1.3914580345153809,"96 26353.158203 +97 30564.107422 +98 30855.375000 +99 38496.265625 +100 31692.476562 +101 31039.773438 +102 28466.470703 +103 32304.212891 +104 32194.677734 +105 29302.107422 +106 32171.615234 +107 28378.439453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,IPTU,SARIMAX,1.5457603931427002,"103 39650.921875 +104 44712.027344 +105 63575.640625 +106 12157.407227 +107 1783.037476 +108 14365.807617 +109 14440.879883 +110 12159.005859 +111 14440.879883 +112 14365.807617 +113 13959.333984 +114 13959.333984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ISS,SARIMAX,1.8459506034851074,"108 185449.031250 +109 185403.890625 +110 184625.687500 +111 185923.312500 +112 184699.437500 +113 184625.718750 +114 185297.484375 +115 185449.031250 +116 184699.437500 +117 159358.968750 +118 155366.156250 +119 155292.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ITBI,MLP,1.1618781089782715,"106 27769.047354 +107 28096.375761 +108 26913.942787 +109 27259.143107 +110 27885.433436 +111 30190.912056 +112 24089.241436 +113 25242.887219 +114 24087.146009 +115 26756.824300 +116 25212.957521 +117 25416.809264 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,IRRF,Prophet,0.9963798522949219,"108 57934.261719 +109 77571.890625 +110 75161.218750 +111 75161.218750 +112 74449.796875 +113 76952.351562 +114 76952.351562 +115 74603.398438 +116 72081.664062 +117 73528.679688 +118 72095.851562 +119 216997.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do FPM,SARIMAX,0.828488826751709,"108 1.389272e+06 +109 1.893768e+06 +110 1.144576e+06 +111 1.228405e+06 +112 1.389423e+06 +113 1.313379e+06 +114 1.389423e+06 +115 1.144576e+06 +116 1.144896e+06 +117 1.012912e+06 +118 1.389423e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,HWES,0.9375255107879639,"108 943590.0000 +109 871502.5000 +110 871578.8750 +111 926716.1250 +112 963012.4375 +113 956128.5000 +114 926716.1250 +115 926716.1250 +116 971421.5625 +117 967670.4375 +118 943509.3750 +119 967670.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,MLP,1.3524606227874756,"108 292721.784362 +109 112701.274855 +110 104350.918620 +111 268266.023412 +112 191413.883663 +113 108536.381383 +114 98204.930013 +115 78251.617269 +116 63192.055118 +117 89770.229797 +118 56386.189799 +119 245196.682178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ITR,XGBoost,1.8984694480895996,"93 30262.830078 +94 66181.820312 +95 54206.292969 +96 51918.769531 +97 222503.765625 +98 222293.421875 +99 222290.828125 +100 222293.421875 +101 228513.812500 +102 189871.359375 +103 182715.640625 +104 227288.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,IPTU,AR,1.4815022945404053,"108 6500678.50 +109 1352645.75 +110 1352247.00 +111 1363850.00 +112 1328234.25 +113 1363609.50 +114 1363609.50 +115 1363609.50 +116 1383789.25 +117 1363609.50 +118 1347764.75 +119 2304507.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,1.5918512344360352,"108 2595792.50 +109 2525132.00 +110 2525132.00 +111 2525663.25 +112 2453287.00 +113 2453287.00 +114 2453296.00 +115 2595792.75 +116 2595792.50 +117 2595792.75 +118 2595792.75 +119 2595792.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ITBI,XGBoost,0.8633365631103516,"108 287690.37500 +109 288510.18750 +110 270814.65625 +111 262650.21875 +112 301579.84375 +113 262917.71875 +114 257551.59375 +115 261009.46875 +116 263783.96875 +117 359404.59375 +118 266793.81250 +119 328497.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,IRRF,Prophet,0.9778091907501221,"72 1241610.125 +73 1243042.750 +74 2468691.000 +75 2468691.000 +76 2468691.000 +77 2468691.000 +78 2468691.000 +79 2468691.000 +80 2468691.000 +81 2468691.000 +82 2468691.000 +83 2468691.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do FPM,SARIMAX,0.9351613521575928,"108 6134795.5 +109 8837587.0 +110 4959738.5 +111 5528411.5 +112 6271471.5 +113 6134795.5 +114 7209112.5 +115 4959738.5 +116 4959738.5 +117 4699517.5 +118 6271471.5 +119 8837587.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,HWES,0.820364236831665,"108 8197896.0 +109 7054503.0 +110 7675331.5 +111 8970706.0 +112 8988775.0 +113 9026433.0 +114 9007952.0 +115 9434647.0 +116 9434647.0 +117 9181071.0 +118 9019854.0 +119 9181071.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,XGBoost,1.5378172397613525,"108 2.346300e+06 +109 1.103630e+06 +110 1.993611e+06 +111 2.346235e+06 +112 2.360154e+06 +113 1.042858e+06 +114 7.864250e+05 +115 2.582911e+05 +116 3.115718e+05 +117 2.504227e+05 +118 2.588052e+05 +119 2.360976e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Transferencias LC 61_1989,XGBoost,0.812929630279541,"72 93211.617188 +73 93742.156250 +74 91947.765625 +75 93818.351562 +76 93282.578125 +77 100573.843750 +78 104577.304688 +79 95610.601562 +80 90038.976562 +81 100715.781250 +82 91418.453125 +83 104737.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,SARIMAX,1.010650396347046,"92 8871.889648 +93 6954.027344 +94 8060.540527 +95 7682.214355 +96 35852.277344 +97 67951.109375 +98 25147.626953 +99 9011.523438 +100 9511.046875 +101 7979.756348 +102 9490.557617 +103 9486.678711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ISS,SES,1.18532133102417,"108 19990.279297 +109 17322.818359 +110 17287.722656 +111 17285.964844 +112 17285.964844 +113 17287.722656 +114 17355.609375 +115 17376.492188 +116 18801.769531 +117 18470.558594 +118 18449.675781 +119 16619.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,MLP,1.4310107231140137,"95 5396.461639 +96 6253.142305 +97 5599.156849 +98 6430.928501 +99 6143.857515 +100 6703.975359 +101 4836.465897 +102 5526.643568 +103 5243.046712 +104 3734.384917 +105 5202.174515 +106 4525.367982 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,IRRF,Prophet,1.2766220569610596,"108 47880.394531 +109 77199.812500 +110 98557.820312 +111 98557.820312 +112 98557.820312 +113 98557.820312 +114 76094.625000 +115 98542.476562 +116 103918.429688 +117 98557.820312 +118 107650.203125 +119 98557.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do FPM,XGBoost,2.0274033546447754,"107 1679867.875 +108 1679867.875 +109 1684369.125 +110 1678741.000 +111 1678758.875 +112 1679867.875 +113 1563959.000 +114 1684369.125 +115 1678741.000 +116 1563768.375 +117 1679867.875 +118 1684369.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,HWES,0.9907093048095703,"108 612077.37500 +109 512415.25000 +110 512059.53125 +111 651897.87500 +112 611186.31250 +113 554770.87500 +114 594404.12500 +115 594404.12500 +116 621559.68750 +117 612617.31250 +118 585790.75000 +119 610689.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,SARIMAX,0.9506006240844727,"108 43141.582031 +109 47221.031250 +110 45729.101562 +111 82538.429688 +112 45113.144531 +113 17763.789062 +114 29100.625000 +115 7861.718262 +116 8222.544922 +117 4644.527344 +118 2866.294922 +119 91283.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ITR,XGBoost,2.8288516998291016,"96 15528.903320 +97 15571.320312 +98 21130.007812 +99 14960.739258 +100 12043.617188 +101 63672.500000 +102 307830.062500 +103 309837.968750 +104 310268.156250 +105 309971.000000 +106 310447.218750 +107 309824.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Transferencias LC 61_1989,SES,0.9821932315826416,"48 5274.505371 +49 34520.859375 +50 5367.867188 +51 5405.428711 +52 5366.729980 +53 5284.787109 +54 5368.779297 +55 5369.914551 +56 5367.866211 +57 5366.729980 +58 5369.914551 +59 5366.728027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,IPTU,XGBoost,1.192451000213623,"75 3317.026611 +76 3115.280029 +77 4047.825439 +78 2208.349121 +79 466.419678 +80 238.287018 +81 -17.831011 +82 -48.023899 +83 -48.023071 +84 -9.072495 +85 -25.351419 +86 -69.610367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ISS,XGBoost,1.1467046737670898,"108 16486.636719 +109 16746.224609 +110 19816.638672 +111 19874.371094 +112 19613.810547 +113 19869.080078 +114 19839.501953 +115 18965.943359 +116 19869.115234 +117 21766.826172 +118 21168.546875 +119 21148.591797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ITBI,XGBoost,0.8565192222595215,"107 9878.826172 +108 9039.594727 +109 9856.988281 +110 9617.291016 +111 9482.124023 +112 9582.296875 +113 9123.990234 +114 8982.750000 +115 9530.056641 +116 9849.111328 +117 10115.721680 +118 11696.907227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,IRRF,SARIMAX,0.902625560760498,"107 146535.937500 +108 146535.937500 +109 123288.750000 +110 123288.750000 +111 123288.750000 +112 123288.750000 +113 123288.750000 +114 146535.937500 +115 146535.937500 +116 123288.750000 +117 123288.750000 +118 146539.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do FPM,SARIMAX,1.078373670578003,"108 1331821.250 +109 1893768.875 +110 1040006.125 +111 1170399.625 +112 1335556.000 +113 1282409.625 +114 1335556.000 +115 1040006.125 +116 1040006.125 +117 988550.125 +118 1335556.000 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,HWES,1.2133092880249023,"108 787179.6875 +109 691674.8125 +110 691688.8750 +111 790272.5000 +112 846294.1875 +113 800702.8750 +114 796525.1250 +115 791567.1250 +116 846302.5625 +117 806486.6250 +118 796525.1250 +119 806486.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,HWES,1.3544485569000244,"108 111595.406250 +109 19012.873047 +110 69533.234375 +111 104710.664062 +112 37507.031250 +113 11647.893555 +114 14751.957031 +115 12059.280273 +116 12906.147461 +117 8989.203125 +118 10933.747070 +119 80938.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ITR,XGBoost,1.2230298519134521,"86 741.150513 +87 739.247070 +88 739.247070 +89 337.139404 +90 740.633545 +91 747.012207 +92 2299.426025 +93 750.453735 +94 27902.685547 +95 26824.519531 +96 427.928406 +97 415.933167 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Transferencias LC 61_1989,XGBoost,1.0124199390411377,"60 6277.824707 +61 6476.083008 +62 6309.030273 +63 6280.979004 +64 6294.522949 +65 6294.522949 +66 5417.516113 +67 6178.558105 +68 6821.116699 +69 6280.691406 +70 6178.558105 +71 5559.924316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,IPTU,SARIMAX,1.4314684867858887,"108 9.641546e+05 +109 1.059758e+06 +110 3.073925e+06 +111 1.155228e+06 +112 2.194484e+06 +113 1.200187e+06 +114 8.162035e+05 +115 5.471448e+05 +116 9.993331e+05 +117 8.162279e+05 +118 6.016046e+05 +119 9.419405e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ISS,MLP,0.8270318508148193,"108 6.757377e+06 +109 6.700423e+06 +110 6.823286e+06 +111 6.906134e+06 +112 6.916947e+06 +113 6.964545e+06 +114 6.985250e+06 +115 6.875653e+06 +116 6.952655e+06 +117 6.896557e+06 +118 6.924770e+06 +119 7.244953e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ITBI,XGBoost,0.929166316986084,"108 1630430.875 +109 1337652.125 +110 1584074.875 +111 1323951.750 +112 1342632.500 +113 1496751.375 +114 1575559.750 +115 1578007.000 +116 1472491.500 +117 1505888.125 +118 1545245.500 +119 1558277.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,IRRF,XGBoost,0.8880801200866699,"108 2734509.25 +109 2734971.50 +110 3197618.25 +111 3197618.25 +112 3197224.75 +113 3197224.75 +114 3197224.75 +115 3197224.75 +116 3197224.75 +117 3197224.75 +118 3197224.75 +119 4958758.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do FPM,SARIMAX,1.4758105278015137,"108 8096073.0 +109 8663223.0 +110 5750161.5 +111 6538987.0 +112 8096073.0 +113 7690165.0 +114 8096404.0 +115 5750161.5 +116 5775177.0 +117 5308319.5 +118 8096073.0 +119 10731355.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,MLP,0.9674062728881836,"108 9.702175e+06 +109 9.490689e+06 +110 9.678104e+06 +111 1.006010e+07 +112 1.027080e+07 +113 9.847681e+06 +114 9.987983e+06 +115 1.008831e+07 +116 1.004992e+07 +117 1.030146e+07 +118 9.741105e+06 +119 1.024327e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,MLP,1.4050920009613037,"108 8.446479e+06 +109 3.094703e+06 +110 3.721992e+06 +111 6.007463e+06 +112 4.004966e+06 +113 1.891016e+06 +114 1.573448e+06 +115 1.041254e+06 +116 1.009651e+06 +117 7.665834e+05 +118 7.486645e+05 +119 9.760534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ITR,MLP,1.432565689086914,"108 4230.999717 +109 4334.611490 +110 4617.158953 +111 4729.690728 +112 5001.259698 +113 5179.207223 +114 4582.157181 +115 5183.695954 +116 4292.023921 +117 1565.830091 +118 3230.229792 +119 3169.439209 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Transferencias LC 61_1989,MLP,0.8108832836151123,"108 94987.800130 +109 102542.947240 +110 101765.570250 +111 100357.209423 +112 101729.014925 +113 100417.304474 +114 99823.708917 +115 102363.668365 +116 102226.865756 +117 92778.011481 +118 101171.545636 +119 97916.946867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,IPTU,HWES,1.6841862201690674,"107 84381.695312 +108 206775.875000 +109 441175.031250 +110 203038.484375 +111 128272.726562 +112 128345.148438 +113 128345.148438 +114 128341.632812 +115 90386.648438 +116 109130.046875 +117 106851.445312 +118 228930.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ISS,SARIMAX,1.013336420059204,"108 858936.2500 +109 629013.3750 +110 609071.6875 +111 715513.1875 +112 858936.2500 +113 858936.2500 +114 858695.4375 +115 866512.3125 +116 628529.6250 +117 858936.2500 +118 858936.2500 +119 858936.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ITBI,XGBoost,1.0224199295043945,"108 77291.414062 +109 99163.906250 +110 75508.617188 +111 68988.101562 +112 70431.921875 +113 71074.750000 +114 99145.859375 +115 69081.117188 +116 76143.453125 +117 70412.187500 +118 71005.406250 +119 71712.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,IRRF,XGBoost,0.8637518882751465,"108 340753.21875 +109 285399.25000 +110 406955.12500 +111 406907.25000 +112 406955.12500 +113 406955.12500 +114 337963.09375 +115 406907.25000 +116 406974.50000 +117 406955.12500 +118 406955.12500 +119 406974.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do FPM,SARIMAX,0.7976195812225342,"108 2841033.75 +109 3136193.25 +110 2009927.25 +111 2294866.25 +112 2840985.75 +113 2536405.25 +114 2840985.75 +115 2011541.00 +116 2011922.75 +117 1966519.50 +118 3136193.25 +119 3136193.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,MLP,0.8209211826324463,"108 968386.874863 +109 971477.445136 +110 982917.905383 +111 991344.148327 +112 989341.558385 +113 981351.530722 +114 984085.385892 +115 980336.731718 +116 973095.135440 +117 965289.902939 +118 951830.445348 +119 950413.745747 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,MLP,1.4664230346679688,"108 717998.684336 +109 270235.209639 +110 442698.739755 +111 671854.561545 +112 433232.414944 +113 194810.780787 +114 161887.607160 +115 139532.099966 +116 99629.019433 +117 66667.438203 +118 67455.988927 +119 813741.885200 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do ITR,XGBoost,1.0036392211914062,"77 1620.726562 +78 4519.156250 +79 10355.024414 +80 8040.930664 +81 2051.242920 +82 4638.211914 +83 1254.473511 +84 4145.710938 +85 4875.105469 +86 7243.938965 +87 7250.857422 +88 4638.212402 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Transferencias LC 61_1989,MLP,0.7629423141479492,"84 5851.198349 +85 6509.628982 +86 6215.120249 +87 5855.505436 +88 5798.011187 +89 5434.252098 +90 6368.696704 +91 5594.234564 +92 5341.885694 +93 4076.768726 +94 4777.049357 +95 4150.381999 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,IPTU,HWES,1.3600819110870361,"103 2.897109e+04 +104 4.805873e+04 +105 1.033182e+06 +106 1.070332e+06 +107 1.499851e+05 +108 1.648593e+05 +109 1.648730e+05 +110 1.648593e+05 +111 1.464325e+05 +112 3.475844e+04 +113 3.527316e+04 +114 5.043341e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ISS,SES,0.7936701774597168,"108 119429.039062 +109 122466.351562 +110 125495.234375 +111 101938.398438 +112 113456.679688 +113 124626.390625 +114 119469.968750 +115 114718.234375 +116 122043.640625 +117 137739.234375 +118 137503.375000 +119 118655.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ITBI,SES,0.8860235214233398,"108 64831.308594 +109 64831.308594 +110 80335.000000 +111 64831.308594 +112 64831.308594 +113 53620.238281 +114 64368.988281 +115 46398.394531 +116 40996.648438 +117 66120.460938 +118 65237.089844 +119 62071.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,IRRF,XGBoost,1.4994866847991943,"108 48338.933594 +109 91328.734375 +110 91328.734375 +111 91651.703125 +112 91328.734375 +113 92176.203125 +114 92499.156250 +115 92499.156250 +116 92499.156250 +117 92499.156250 +118 92176.296875 +119 92176.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do FPM,SARIMAX,0.9195001125335693,"108 1.314574e+06 +109 1.893769e+06 +110 1.148560e+06 +111 1.132342e+06 +112 1.315170e+06 +113 1.299046e+06 +114 1.315170e+06 +115 1.148560e+06 +116 1.148560e+06 +117 9.956621e+05 +118 1.315170e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,XGBoost,0.8218755722045898,"108 639367.1875 +109 544836.6875 +110 547641.6250 +111 558444.1250 +112 577565.0000 +113 551463.3750 +114 557161.3750 +115 562124.7500 +116 562175.5000 +117 610394.5000 +118 550370.6250 +119 610170.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,MLP,2.277658224105835,"108 290694.976600 +109 102700.141677 +110 103145.518309 +111 185327.435824 +112 121995.804061 +113 54567.178830 +114 65120.618843 +115 39603.618082 +116 37262.852569 +117 35361.377509 +118 34613.880556 +119 431524.708977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do ITR,AR,2.0326592922210693,"97 2256.476318 +98 2261.388672 +99 663.712830 +100 2279.174561 +101 629.847961 +102 594.908569 +103 656.353821 +104 629.077515 +105 -224.097275 +106 -177.383209 +107 1075.468262 +108 924.290039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Transferencias LC 61_1989,XGBoost,1.3358867168426514,"108 6716.769531 +109 5960.197266 +110 5960.197266 +111 6184.476074 +112 6149.223633 +113 6183.013184 +114 6188.216309 +115 6147.760742 +116 6147.760742 +117 5985.117188 +118 6091.782227 +119 6183.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,IPTU,XGBoost,1.3755879402160645,"94 9908.333008 +95 18621.310547 +96 2519.828613 +97 16529.466797 +98 2526.140869 +99 1634.233643 +100 4159.854004 +101 2279.883789 +102 1189.193481 +103 -1315.743896 +104 565.951416 +105 4166.084473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ISS,HWES,1.5822117328643799,"108 38612.804688 +109 39563.500000 +110 47204.378906 +111 38616.406250 +112 39309.121094 +113 39595.570312 +114 40704.257812 +115 40704.257812 +116 39399.496094 +117 38711.000000 +118 47179.636719 +119 38613.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ITBI,XGBoost,1.4355318546295166,"105 13883.707031 +106 10637.856445 +107 7398.125977 +108 13152.160156 +109 7398.513672 +110 8383.848633 +111 7745.705078 +112 9826.539062 +113 10315.099609 +114 4116.168945 +115 9811.093750 +116 9823.586914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,IRRF,SARIMAX,0.9296145439147949,"108 116849.820312 +109 116849.820312 +110 116849.804688 +111 116849.820312 +112 96901.757812 +113 116849.804688 +114 116849.804688 +115 116849.820312 +116 116849.820312 +117 116849.804688 +118 116849.804688 +119 116849.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do FPM,SARIMAX,1.0168805122375488,"108 1336738.625 +109 1770912.125 +110 1037144.750 +111 1185390.500 +112 1267961.375 +113 1183642.875 +114 1037144.750 +115 1267961.375 +116 1035830.375 +117 998922.250 +118 1267961.375 +119 1770912.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,HWES,1.4538698196411133,"108 1.203617e+06 +109 8.360407e+05 +110 9.122066e+05 +111 1.074568e+06 +112 1.089933e+06 +113 1.052701e+06 +114 1.074568e+06 +115 8.362781e+05 +116 1.075934e+06 +117 1.057019e+06 +118 1.070097e+06 +119 1.057019e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,AR,1.8936951160430908,"108 241604.906250 +109 58665.550781 +110 59726.554688 +111 209503.000000 +112 243795.984375 +113 278731.562500 +114 278731.562500 +115 243621.890625 +116 275722.375000 +117 275935.812500 +118 275722.156250 +119 243621.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ITR,XGBoost,1.289268970489502,"85 433.022614 +86 361.042023 +87 1304.482788 +88 1433.502319 +89 2139.636963 +90 1172.952759 +91 1174.819946 +92 1174.762939 +93 804.611816 +94 806.612671 +95 1176.942993 +96 1068.659790 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Transferencias LC 61_1989,AR,1.2808985710144043,"108 10608.704102 +109 9896.750000 +110 10381.980469 +111 11626.801758 +112 9369.905273 +113 10605.701172 +114 10347.803711 +115 9680.203125 +116 11278.403320 +117 10945.901367 +118 10339.828125 +119 10697.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,IPTU,MLP,1.6858022212982178,"108 6.960971e+05 +109 2.087227e+06 +110 8.865152e+06 +111 7.387202e+05 +112 3.149534e+05 +113 3.444814e+05 +114 3.890188e+05 +115 4.984224e+05 +116 2.714377e+05 +117 3.923597e+05 +118 4.913546e+05 +119 3.567411e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ISS,SARIMAX,1.0751676559448242,"108 1884443.000 +109 1884443.000 +110 1884443.000 +111 1884235.375 +112 1884443.000 +113 1884443.000 +114 1884443.000 +115 1884443.000 +116 1884443.000 +117 1884443.000 +118 1884443.000 +119 1905256.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ITBI,SARIMAX,0.7965846061706543,"108 378729.65625 +109 273996.28125 +110 477144.93750 +111 376349.81250 +112 384138.62500 +113 372938.43750 +114 378492.46875 +115 402221.53125 +116 345503.43750 +117 261957.87500 +118 378238.90625 +119 453216.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,IRRF,SARIMAX,0.941056489944458,"108 314454.28125 +109 331472.68750 +110 581172.68750 +111 581172.68750 +112 581172.68750 +113 581285.37500 +114 428299.46875 +115 581206.62500 +116 581172.68750 +117 581206.62500 +118 686296.87500 +119 686297.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do FPM,SARIMAX,0.8375527858734131,"108 3051372.0 +109 5050049.5 +110 2815192.0 +111 3051372.0 +112 3574276.5 +113 3394516.0 +114 5050049.5 +115 2815192.0 +116 2815192.0 +117 2658737.0 +118 3574276.5 +119 5050049.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,MLP,0.8877050876617432,"108 1.991311e+06 +109 1.970523e+06 +110 1.997985e+06 +111 2.040642e+06 +112 2.054626e+06 +113 2.000158e+06 +114 2.012604e+06 +115 2.016731e+06 +116 2.003472e+06 +117 2.016707e+06 +118 1.941866e+06 +119 1.983313e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,MLP,1.4814605712890625,"108 2.166109e+06 +109 6.246097e+05 +110 7.386485e+05 +111 1.301617e+06 +112 9.345162e+05 +113 3.544035e+05 +114 2.967724e+05 +115 2.268605e+05 +116 2.103910e+05 +117 1.889363e+05 +118 1.463923e+05 +119 2.470718e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ITR,XGBoost,1.2887616157531738,"76 14.158948 +77 325.835388 +78 1997.759766 +79 581.033875 +80 554.512817 +81 581.022644 +82 640.520325 +83 640.520325 +84 317.293640 +85 524.272278 +86 265.986237 +87 142.976608 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Transferencias LC 61_1989,XGBoost,0.8591721057891846,"108 22472.802734 +109 21524.166016 +110 22485.320312 +111 23541.478516 +112 23410.541016 +113 24136.601562 +114 23016.906250 +115 23217.904297 +116 23772.093750 +117 25377.019531 +118 23181.914062 +119 23855.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,IPTU,MLP,1.5905382633209229,"107 9.695739e+05 +108 9.428481e+05 +109 1.297838e+06 +110 2.932148e+06 +111 9.888800e+05 +112 9.519903e+05 +113 1.048025e+06 +114 9.777374e+05 +115 9.441050e+05 +116 9.741163e+05 +117 9.387017e+05 +118 7.155748e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ISS,XGBoost,0.8592493534088135,"108 1.006930e+06 +109 9.363630e+05 +110 9.319864e+05 +111 9.366701e+05 +112 9.366701e+05 +113 9.366701e+05 +114 9.318729e+05 +115 9.362495e+05 +116 1.016541e+06 +117 9.318778e+05 +118 1.006930e+06 +119 1.006930e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ITBI,XGBoost,2.1707260608673096,"108 371492.75000 +109 354528.46875 +110 347843.37500 +111 357034.43750 +112 347843.37500 +113 356188.56250 +114 436035.87500 +115 388068.43750 +116 397326.65625 +117 495328.46875 +118 397326.62500 +119 391299.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,IRRF,AR,1.6321187019348145,"108 4.444621e+05 +109 4.531638e+05 +110 4.531262e+05 +111 4.531262e+05 +112 5.418334e+05 +113 1.397576e+06 +114 4.531262e+05 +115 4.531262e+05 +116 4.531262e+05 +117 4.531262e+05 +118 4.531262e+05 +119 1.398454e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do FPM,SARIMAX,0.8190774917602539,"108 4707868.50 +109 6311057.00 +110 3462026.25 +111 3917604.50 +112 5390258.00 +113 4360401.00 +114 5390258.00 +115 3462026.25 +116 3462023.50 +117 3092766.00 +118 5390258.00 +119 6311057.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,HWES,1.4226114749908447,"108 3102958.50 +109 2986944.25 +110 2943147.00 +111 3092750.00 +112 3255680.50 +113 3096281.25 +114 3092567.75 +115 3149743.75 +116 3149743.75 +117 3014533.50 +118 2832766.75 +119 2807030.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,MLP,1.4958405494689941,"108 2.843492e+06 +109 1.053047e+06 +110 1.191723e+06 +111 1.933946e+06 +112 1.694422e+06 +113 8.394986e+05 +114 8.608011e+05 +115 5.264418e+05 +116 3.340409e+05 +117 2.813416e+05 +118 2.771962e+05 +119 3.210098e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do ITR,HWES,1.6738033294677734,"89 93805.945312 +90 174978.125000 +91 622009.062500 +92 108786.101562 +93 108600.656250 +94 108621.140625 +95 109194.750000 +96 106405.609375 +97 129733.539062 +98 245898.000000 +99 523720.468750 +100 107163.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Transferencias LC 61_1989,HWES,0.7903165817260742,"72 33634.781250 +73 34426.871094 +74 32812.679688 +75 34390.328125 +76 33200.546875 +77 36902.097656 +78 32958.222656 +79 33755.726562 +80 34325.210938 +81 36074.835938 +82 33631.820312 +83 38191.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,IPTU,XGBoost,1.2749125957489014,"86 33485.097656 +87 41893.835938 +88 39124.992188 +89 60635.769531 +90 59651.308594 +91 59658.625000 +92 59651.308594 +93 59636.453125 +94 39138.914062 +95 41111.296875 +96 39103.773438 +97 39183.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ISS,XGBoost,1.0599615573883057,"108 12794.522461 +109 17772.048828 +110 18096.152344 +111 12587.916016 +112 17778.777344 +113 22348.164062 +114 20671.046875 +115 20671.046875 +116 22348.164062 +117 20671.046875 +118 20671.046875 +119 20671.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ITBI,AR,1.7433750629425049,"84 2945.001953 +85 10480.707031 +86 3310.367920 +87 5562.105469 +88 3243.264648 +89 5896.436035 +90 10190.283203 +91 1668.147827 +92 5314.113770 +93 10379.934570 +94 10393.274414 +95 10928.905273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,IRRF,SARIMAX,1.8819167613983154,"98 101060.960938 +99 94150.617188 +100 95607.257812 +101 101061.007812 +102 101061.007812 +103 101060.960938 +104 95607.257812 +105 97211.429688 +106 95663.648438 +107 101060.960938 +108 95663.648438 +109 101060.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do FPM,SARIMAX,1.8479537963867188,"108 1.323597e+06 +109 1.893769e+06 +110 1.062085e+06 +111 1.196982e+06 +112 1.323598e+06 +113 1.312130e+06 +114 1.323598e+06 +115 1.062085e+06 +116 1.062086e+06 +117 1.007382e+06 +118 1.323598e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,SES,0.8113570213317871,"108 318003.90625 +109 297918.59375 +110 296599.81250 +111 315788.87500 +112 316694.37500 +113 322047.06250 +114 327359.68750 +115 325146.06250 +116 325146.06250 +117 322264.50000 +118 328889.43750 +119 322264.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,HWES,1.0624971389770508,"106 36698.589844 +107 19168.625000 +108 37373.542969 +109 56189.000000 +110 37785.921875 +111 16063.946289 +112 13086.933594 +113 8018.545898 +114 7894.371582 +115 13040.294922 +116 3354.061035 +117 46539.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do ITR,XGBoost,1.7973129749298096,"79 281.184753 +80 170.328888 +81 170.495819 +82 356.062988 +83 3398.826660 +84 1642.112549 +85 2347.222168 +86 5804.623535 +87 5052.655273 +88 1792.507080 +89 1784.952759 +90 5049.725586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Transferencias LC 61_1989,XGBoost,1.5731050968170166,"60 2495.661621 +61 2822.137207 +62 2513.905518 +63 2495.661621 +64 2449.704102 +65 2449.704102 +66 2449.937744 +67 2449.704102 +68 2197.438232 +69 2560.782471 +70 2449.704102 +71 2197.717529 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,XGBoost,1.0757334232330322,"100 20184.392578 +101 18287.000000 +102 20183.980469 +103 25934.804688 +104 50908.320312 +105 50898.984375 +106 50897.660156 +107 44215.968750 +108 44232.546875 +109 44228.843750 +110 44230.714844 +111 44230.714844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,Prophet,1.0841732025146484,"108 19136.054688 +109 16840.134766 +110 11101.320312 +111 11101.320312 +112 10435.411133 +113 19135.128906 +114 16791.718750 +115 10468.378906 +116 12443.117188 +117 11101.320312 +118 16811.761719 +119 11101.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,XGBoost,1.3380062580108643,"106 36619.527344 +107 73774.664062 +108 73772.000000 +109 73569.320312 +110 73648.117188 +111 73569.320312 +112 73687.210938 +113 73569.320312 +114 73697.117188 +115 73676.984375 +116 73676.984375 +117 73569.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,IRRF,AR,0.767704963684082,"71 83067.000000 +72 66813.828125 +73 66813.851562 +74 83067.000000 +75 83067.000000 +76 83067.000000 +77 83067.000000 +78 83067.000000 +79 83067.000000 +80 83067.000000 +81 83067.000000 +82 83067.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do FPM,SARIMAX,1.0546331405639648,"108 1.302188e+06 +109 1.893769e+06 +110 1.019256e+06 +111 1.140844e+06 +112 1.304894e+06 +113 1.251438e+06 +114 1.304894e+06 +115 1.019256e+06 +116 1.019537e+06 +117 9.680291e+05 +118 1.304894e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,HWES,0.8374133110046387,"108 497792.46875 +109 453773.75000 +110 495406.75000 +111 518426.96875 +112 528916.81250 +113 503793.53125 +114 534272.12500 +115 518902.96875 +116 518902.96875 +117 518618.65625 +118 503793.46875 +119 518618.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,XGBoost,0.957852840423584,"108 48721.085938 +109 24064.125000 +110 59463.742188 +111 60227.089844 +112 24927.164062 +113 14440.006836 +114 9986.592773 +115 9986.592773 +116 3716.991699 +117 1994.204224 +118 1930.975830 +119 47387.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ITR,XGBoost,1.572946310043335,"87 6046.353027 +88 329.181091 +89 6147.365723 +90 382.587860 +91 6151.666016 +92 329.181091 +93 331.527008 +94 382.587860 +95 8605.332031 +96 9014.736328 +97 382.989471 +98 295.617706 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9371991157531738,"60 3693.562012 +61 4127.565430 +62 3709.720947 +63 3677.681885 +64 3612.533691 +65 3612.533691 +66 3615.180908 +67 3612.533691 +68 3620.636963 +69 3693.482422 +70 3612.533691 +71 3615.180908 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,IPTU,SARIMAX,1.5226867198944092,"67 4920.016113 +68 23364.648438 +69 22903.431641 +70 23371.457031 +71 4926.823730 +72 5283.397949 +73 88221.937500 +74 172615.359375 +75 121559.757812 +76 121559.757812 +77 113850.367188 +78 121559.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ISS,XGBoost,1.1414878368377686,"84 50924.128906 +85 50813.531250 +86 47183.687500 +87 47183.687500 +88 47183.687500 +89 47183.687500 +90 47183.687500 +91 47183.687500 +92 47183.687500 +93 47217.523438 +94 47183.687500 +95 47183.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ITBI,SARIMAX,0.8371446132659912,"83 66220.335938 +84 65548.406250 +85 65254.019531 +86 64857.242188 +87 65368.132812 +88 65693.171875 +89 65550.281250 +90 65254.019531 +91 65254.019531 +92 65254.019531 +93 65263.808594 +94 65254.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,IRRF,XGBoost,1.0711376667022705,"83 74671.632812 +84 74671.632812 +85 74671.632812 +86 74671.632812 +87 74671.632812 +88 74671.632812 +89 74671.632812 +90 74671.632812 +91 74671.632812 +92 74671.632812 +93 74671.632812 +94 70786.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do FPM,HWES,0.7835116386413574,"84 1335523.125 +85 1893780.500 +86 1075573.750 +87 1181596.000 +88 1274367.750 +89 1320873.875 +90 1178540.125 +91 1075573.750 +92 1075573.750 +93 1010190.625 +94 1274367.750 +95 1893780.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,HWES,0.7779965400695801,"84 813858.8125 +85 806419.2500 +86 804845.6875 +87 812777.2500 +88 812076.7500 +89 812257.8750 +90 812257.8750 +91 812257.8750 +92 812777.2500 +93 811609.0000 +94 812235.5000 +95 810711.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,MLP,1.5719144344329834,"84 274717.574227 +85 86883.027827 +86 85360.442521 +87 137829.706140 +88 227244.095405 +89 -32084.692684 +90 31563.729902 +91 41954.319840 +92 70054.718494 +93 35216.049971 +94 40403.666306 +95 191486.634970 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ITR,XGBoost,1.3682262897491455,"78 460.285217 +79 677.248840 +80 641.838074 +81 468.722687 +82 443.912140 +83 566.663513 +84 677.248840 +85 1061.619019 +86 3442.438721 +87 1347.285156 +88 1249.572632 +89 507.190918 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Transferencias LC 61_1989,XGBoost,0.8922820091247559,"60 4699.723145 +61 4676.687988 +62 4304.077637 +63 4718.328613 +64 4708.346191 +65 4708.346191 +66 4737.302734 +67 4732.543945 +68 4737.302734 +69 4732.543945 +70 4708.346191 +71 4737.302734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,SARIMAX,1.8085100650787354,"98 954.274475 +99 3552.236084 +100 2460.120605 +101 766.254333 +102 3899.166748 +103 6499.993164 +104 24149.103516 +105 186.978119 +106 188.156235 +107 115.309731 +108 178.679337 +109 -4.696243 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,SARIMAX,1.0606472492218018,"108 17472.472656 +109 16799.001953 +110 17669.589844 +111 17341.501953 +112 17396.552734 +113 17974.005859 +114 14683.082031 +115 17973.671875 +116 19114.283203 +117 17974.005859 +118 18829.882812 +119 19036.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,1.036595106124878,"98 4332.970703 +99 61793.488281 +100 5981.038086 +101 5979.311523 +102 4500.001953 +103 3679.069092 +104 7190.424316 +105 3763.844971 +106 5158.563965 +107 5606.288574 +108 5838.568359 +109 5159.221191 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,IRRF,SARIMAX,1.4161150455474854,"108 106444.929688 +109 106418.929688 +110 106444.929688 +111 106444.929688 +112 106444.929688 +113 106446.937500 +114 106418.929688 +115 106444.929688 +116 88331.703125 +117 106447.046875 +118 106444.929688 +119 106447.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do FPM,SARIMAX,1.0288279056549072,"108 1.319784e+06 +109 1.893768e+06 +110 1.043071e+06 +111 1.171568e+06 +112 1.322241e+06 +113 1.283820e+06 +114 1.322241e+06 +115 1.043071e+06 +116 1.043335e+06 +117 9.908786e+05 +118 1.322241e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,HWES,1.2470409870147705,"108 377267.09375 +109 402519.84375 +110 430772.50000 +111 377271.06250 +112 377320.28125 +113 430355.71875 +114 377271.06250 +115 377327.65625 +116 377327.65625 +117 377320.28125 +118 377271.06250 +119 377320.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,XGBoost,1.4902987480163574,"106 32685.250000 +107 34374.128906 +108 34374.128906 +109 32337.125000 +110 32685.250000 +111 36190.738281 +112 7505.846191 +113 7861.389648 +114 6228.596680 +115 8199.397461 +116 8199.401367 +117 34594.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ITR,XGBoost,1.352052927017212,"88 362.121826 +89 624.056396 +90 164.271027 +91 193.531158 +92 306.824402 +93 365.895752 +94 362.293030 +95 354.008118 +96 157.265686 +97 379.051483 +98 643.128662 +99 697.024231 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Transferencias LC 61_1989,XGBoost,1.1386134624481201,"60 2586.441162 +61 3256.436523 +62 2877.448730 +63 2798.653076 +64 2591.611572 +65 2591.611572 +66 2591.593994 +67 2591.611572 +68 2586.768799 +69 2586.441162 +70 2591.611572 +71 2584.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,SARIMAX,0.9939751625061035,"106 5733.628906 +107 49145.390625 +108 92019.718750 +109 97501.359375 +110 44811.914062 +111 13544.979492 +112 13840.537109 +113 13840.537109 +114 11232.674805 +115 13840.537109 +116 10331.044922 +117 10331.044922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ISS,SARIMAX,1.4188389778137207,"108 110569.023438 +109 110569.023438 +110 110467.492188 +111 110568.890625 +112 110568.890625 +113 110568.890625 +114 110467.492188 +115 110467.492188 +116 110568.890625 +117 110568.890625 +118 110568.890625 +119 110568.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,XGBoost,1.8437254428863525,"108 13306.894531 +109 11881.291992 +110 16425.496094 +111 14039.648438 +112 13306.894531 +113 13923.691406 +114 13482.701172 +115 4178.658203 +116 15705.730469 +117 16323.903320 +118 4527.721680 +119 17640.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,IRRF,XGBoost,1.231459379196167,"108 116253.710938 +109 75810.054688 +110 69593.781250 +111 69945.976562 +112 106302.218750 +113 69593.781250 +114 77059.054688 +115 69593.781250 +116 77504.132812 +117 77414.789062 +118 77414.789062 +119 69593.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do FPM,SARIMAX,0.8512191772460938,"108 1355113.500 +109 1893768.500 +110 1119704.500 +111 1199439.000 +112 1355113.500 +113 1334957.250 +114 1355113.500 +115 1119704.500 +116 1124492.000 +117 1003661.625 +118 1355113.500 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,HWES,0.8233754634857178,"108 660399.1250 +109 562310.0000 +110 613414.4375 +111 675033.3125 +112 675344.3125 +113 657910.8750 +114 647380.3750 +115 675051.1875 +116 675051.1875 +117 675033.3125 +118 671732.0625 +119 640969.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,XGBoost,1.5659215450286865,"108 115395.304688 +109 49875.531250 +110 49875.531250 +111 138751.921875 +112 118581.921875 +113 40022.476562 +114 38705.867188 +115 11343.676758 +116 9830.752930 +117 11348.224609 +118 9384.952148 +119 96132.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ITR,XGBoost,2.0230941772460938,"94 276.855194 +95 336.908722 +96 331.340088 +97 349.681183 +98 331.340088 +99 332.305298 +100 588.004028 +101 1725.402954 +102 549.290894 +103 123.742332 +104 26.034788 +105 22.922243 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Transferencias LC 61_1989,XGBoost,1.0304234027862549,"108 5731.864258 +109 5874.071289 +110 5669.381836 +111 5423.115723 +112 5143.482422 +113 5262.317871 +114 5263.396484 +115 5403.028809 +116 5439.220703 +117 5543.778320 +118 5416.601562 +119 5609.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,IPTU,SARIMAX,2.028590440750122,"99 6395.704102 +100 4876.655273 +101 172143.000000 +102 163040.218750 +103 202490.812500 +104 90219.015625 +105 202490.812500 +106 202491.812500 +107 202491.812500 +108 202491.812500 +109 163110.437500 +110 163040.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ISS,SARIMAX,1.1746265888214111,"108 50786.351562 +109 53941.734375 +110 54040.289062 +111 50786.351562 +112 54089.828125 +113 51175.929688 +114 54089.828125 +115 51175.929688 +116 51175.929688 +117 50786.351562 +118 54153.210938 +119 49957.410156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ITBI,MLP,1.1555490493774414,"107 32160.581822 +108 34766.248263 +109 33312.024416 +110 33615.052025 +111 36761.365670 +112 35973.266453 +113 27283.326160 +114 29689.974600 +115 31516.978195 +116 29933.187852 +117 32779.267240 +118 27937.951123 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,IRRF,SARIMAX,1.309715747833252,"108 159086.640625 +109 159086.640625 +110 159086.640625 +111 159086.640625 +112 159086.640625 +113 159086.640625 +114 159086.640625 +115 159086.640625 +116 159086.640625 +117 159086.640625 +118 159086.640625 +119 159086.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do FPM,SARIMAX,1.3678057193756104,"108 1.329702e+06 +109 1.893769e+06 +110 1.062521e+06 +111 1.180059e+06 +112 1.329711e+06 +113 1.287637e+06 +114 1.329711e+06 +115 1.062521e+06 +116 1.062536e+06 +117 1.003225e+06 +118 1.329711e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,HWES,1.0984396934509277,"108 1.169156e+06 +109 1.051732e+06 +110 1.030629e+06 +111 1.257231e+06 +112 1.256510e+06 +113 1.168939e+06 +114 1.257231e+06 +115 1.244020e+06 +116 1.244020e+06 +117 1.245551e+06 +118 1.168939e+06 +119 1.245551e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,MLP,1.4781033992767334,"107 245319.477274 +108 60045.733894 +109 93877.982849 +110 123411.755466 +111 90343.762739 +112 47041.592839 +113 49839.276856 +114 46564.379773 +115 46837.483014 +116 39402.714385 +117 41584.177858 +118 176708.937306 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do ITR,SARIMAX,1.5788757801055908,"102 1740.363281 +103 1971.480713 +104 1307.554688 +105 1785.240723 +106 2024.137207 +107 1978.561768 +108 1964.739502 +109 2024.137207 +110 40051.007812 +111 126566.570312 +112 2024.137207 +113 1873.763672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Transferencias LC 61_1989,AR,1.2130625247955322,"60 8725.255859 +61 9240.589844 +62 9653.741211 +63 8725.250000 +64 8736.728516 +65 8721.658203 +66 8729.177734 +67 8735.263672 +68 8729.177734 +69 8725.324219 +70 8735.263672 +71 8729.177734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,IPTU,HWES,1.3264551162719727,"108 8737.029297 +109 2330.628174 +110 15196.945312 +111 25726.265625 +112 57740.691406 +113 17358.257812 +114 8032.873047 +115 8872.925781 +116 7219.054199 +117 4245.264160 +118 6622.389160 +119 2468.550537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ISS,SARIMAX,1.1098105907440186,"108 35799.285156 +109 35850.730469 +110 35830.964844 +111 35830.937500 +112 35767.433594 +113 35767.433594 +114 35767.433594 +115 35830.964844 +116 36425.210938 +117 35850.730469 +118 35846.964844 +119 35850.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ITBI,AR,1.7647736072540283,"105 34754.593750 +106 28182.328125 +107 15674.628906 +108 25724.968750 +109 16974.458984 +110 17149.824219 +111 23974.662109 +112 31183.384766 +113 18613.322266 +114 21026.224609 +115 22183.675781 +116 18613.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,IRRF,SARIMAX,1.0552618503570557,"108 105349.640625 +109 107084.000000 +110 206376.390625 +111 107084.000000 +112 105353.125000 +113 107084.000000 +114 107119.734375 +115 107098.359375 +116 107084.000000 +117 107098.359375 +118 107076.203125 +119 202716.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do FPM,SARIMAX,0.8104333877563477,"108 1388568.875 +109 1893768.375 +110 1098463.500 +111 1199627.250 +112 1388568.625 +113 1373756.000 +114 1388568.625 +115 1098463.500 +116 1102067.000 +117 1030819.375 +118 1388568.625 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,MLP,0.810723066329956,"108 970911.678159 +109 973369.740426 +110 984217.180419 +111 991122.380890 +112 987457.043745 +113 979462.663664 +114 981323.328964 +115 978996.861237 +116 973614.302068 +117 966030.288860 +118 952410.847582 +119 948166.852795 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,MLP,1.5222351551055908,"108 169321.991722 +109 51895.082918 +110 63366.054296 +111 95547.931184 +112 72288.538652 +113 33580.412311 +114 35905.932438 +115 24538.126287 +116 36791.412394 +117 25657.137912 +118 22593.897749 +119 149630.543956 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ITR,XGBoost,1.5607361793518066,"95 11066.233398 +96 12091.539062 +97 32076.900391 +98 31854.957031 +99 53395.503906 +100 101410.328125 +101 101239.507812 +102 101356.250000 +103 106617.835938 +104 106607.445312 +105 92244.468750 +106 106834.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Transferencias LC 61_1989,XGBoost,1.2252984046936035,"96 14197.271484 +97 11266.959961 +98 11069.881836 +99 11263.291992 +100 11068.322266 +101 11207.564453 +102 11645.838867 +103 11569.653320 +104 11548.766602 +105 11614.789062 +106 11552.724609 +107 11594.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,IPTU,SARIMAX,2.410306930541992,"108 97652488.0 +109 40835904.0 +110 40806452.0 +111 40846496.0 +112 40846496.0 +113 41166880.0 +114 41166880.0 +115 40840236.0 +116 40670592.0 +117 40838860.0 +118 40861492.0 +119 41166880.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,0.9136111736297607,"108 2.485715e+07 +109 2.440408e+07 +110 2.491025e+07 +111 2.542507e+07 +112 2.583563e+07 +113 2.574320e+07 +114 2.606108e+07 +115 2.631351e+07 +116 2.667800e+07 +117 2.628194e+07 +118 2.645958e+07 +119 2.708321e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ITBI,HWES,1.0401020050048828,"108 6576415.0 +109 4739096.0 +110 6685308.0 +111 6383244.5 +112 6383244.5 +113 6588365.5 +114 6576415.0 +115 6588365.5 +116 6440216.0 +117 6623701.0 +118 6611876.0 +119 6588365.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,IRRF,AR,2.4499659538269043,"108 6680373.0 +109 10295260.0 +110 11156918.0 +111 11129694.0 +112 12520657.0 +113 12520657.0 +114 11652131.0 +115 11734770.0 +116 13742813.0 +117 12508609.0 +118 11099980.0 +119 28762692.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do FPM,MLP,1.3208305835723877,"108 1.148964e+07 +109 1.426124e+07 +110 9.883870e+06 +111 1.092151e+07 +112 1.184320e+07 +113 1.129561e+07 +114 1.344921e+07 +115 1.030460e+07 +116 1.049532e+07 +117 1.003206e+07 +118 1.209367e+07 +119 1.728260e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,HWES,0.7059385776519775,"108 40911984.0 +109 34476316.0 +110 38616620.0 +111 40038752.0 +112 45064692.0 +113 40553316.0 +114 40004780.0 +115 39444568.0 +116 39444568.0 +117 45373920.0 +118 39943524.0 +119 46816296.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,MLP,1.5070817470550537,"108 2.716852e+07 +109 9.293640e+06 +110 1.157342e+07 +111 1.886102e+07 +112 1.488600e+07 +113 6.834535e+06 +114 5.227801e+06 +115 3.967769e+06 +116 3.335397e+06 +117 2.822105e+06 +118 2.286579e+06 +119 3.162483e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ITR,SARIMAX,1.321077585220337,"36 121277.554688 +37 121831.828125 +38 121831.828125 +39 121908.148438 +40 121277.554688 +41 121719.820312 +42 118965.851562 +43 121837.867188 +44 261474.500000 +45 505381.312500 +46 118955.000000 +47 118955.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Transferencias LC 61_1989,MLP,0.6707663536071777,"60 358122.879826 +61 377480.546715 +62 376984.824469 +63 373988.911241 +64 377807.817350 +65 374732.999148 +66 373017.014957 +67 379636.220234 +68 379869.107209 +69 354568.790330 +70 374567.018257 +71 366507.234355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,IPTU,XGBoost,1.8005871772766113,"107 2554477.25 +108 9897133.00 +109 6438817.50 +110 2098762.25 +111 2294064.50 +112 1920046.75 +113 2094518.50 +114 2289821.50 +115 1920046.75 +116 2289821.50 +117 1917345.00 +118 2289821.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ISS,XGBoost,0.806239128112793,"108 4389808.50 +109 4104268.25 +110 4140494.25 +111 4383200.50 +112 4139913.25 +113 4389304.00 +114 4388960.50 +115 4389304.00 +116 4054199.50 +117 4389304.00 +118 4384181.50 +119 4068782.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ITBI,SARIMAX,0.9375367164611816,"108 819914.250 +109 818897.625 +110 1034165.500 +111 821012.375 +112 1034165.500 +113 817102.625 +114 819341.750 +115 1034165.500 +116 1059773.875 +117 819914.250 +118 1034165.500 +119 917942.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,IRRF,Prophet,1.1887331008911133,"108 1718476.375 +109 996001.500 +110 1718476.375 +111 1718476.375 +112 1718476.375 +113 1718476.375 +114 1718476.375 +115 1718476.375 +116 1039554.375 +117 1718476.375 +118 1718476.375 +119 1718476.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do FPM,SARIMAX,0.7916231155395508,"108 5178431.5 +109 7575073.5 +110 4224605.0 +111 4666520.5 +112 5178431.5 +113 5178389.5 +114 5164323.5 +115 4224605.0 +116 4305885.0 +117 4215433.5 +118 5178431.5 +119 7575073.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,MLP,0.8645565509796143,"108 3.632578e+06 +109 3.557265e+06 +110 3.620137e+06 +111 3.738250e+06 +112 3.796125e+06 +113 3.659569e+06 +114 3.703793e+06 +115 3.728187e+06 +116 3.708063e+06 +117 3.774339e+06 +118 3.589398e+06 +119 3.719992e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,MLP,1.575227975845337,"108 2.872084e+06 +109 1.202704e+06 +110 1.471932e+06 +111 2.901914e+06 +112 2.095287e+06 +113 8.910195e+05 +114 7.876320e+05 +115 5.881209e+05 +116 4.253636e+05 +117 3.990336e+05 +118 3.493586e+05 +119 2.736911e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ITR,Prophet,1.3881897926330566,"84 195.781418 +85 1397.912109 +86 -72.265312 +87 -91.713387 +88 228.985840 +89 -73.484444 +90 88.821144 +91 -106.954887 +92 -37.902092 +93 651.482971 +94 600.063110 +95 -172.543915 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Transferencias LC 61_1989,MLP,0.8392457962036133,"84 34971.007718 +85 38071.245499 +86 37635.735741 +87 36978.418078 +88 37488.061486 +89 36881.668744 +90 36594.480480 +91 37590.994109 +92 37449.905603 +93 33521.042428 +94 37019.803228 +95 35591.770745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,IPTU,HWES,1.7983934879302979,"108 410960.406250 +109 244434.109375 +110 247655.265625 +111 173457.953125 +112 173457.953125 +113 173458.750000 +114 173458.750000 +115 173458.750000 +116 197852.015625 +117 167594.140625 +118 173458.750000 +119 175120.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ISS,MLP,0.9700684547424316,"108 517513.579268 +109 522117.658970 +110 522752.370654 +111 512949.888595 +112 488178.117930 +113 472913.568300 +114 462901.724143 +115 452533.642869 +116 459451.561376 +117 451825.582534 +118 441572.654638 +119 429346.697561 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ITBI,SES,1.6445722579956055,"108 62072.839844 +109 61771.929688 +110 53593.414062 +111 192558.078125 +112 103260.500000 +113 72474.750000 +114 92373.945312 +115 83509.320312 +116 75671.921875 +117 94135.429688 +118 157640.609375 +119 52203.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,IRRF,MLP,1.561671495437622,"108 7.307707e+05 +109 7.777157e+05 +110 8.098972e+05 +111 8.253108e+05 +112 8.366352e+05 +113 8.735544e+05 +114 8.854937e+05 +115 9.219027e+05 +116 9.330681e+05 +117 9.596926e+05 +118 9.809147e+05 +119 1.224671e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7931232452392578,"108 3703876.50 +109 5050048.50 +110 2934001.50 +111 3199773.00 +112 3703913.25 +113 3664507.50 +114 3703913.25 +115 2934001.50 +116 2939344.50 +117 2749665.00 +118 3703913.25 +119 5050048.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,HWES,1.3973634243011475,"108 2966790.00 +109 2926267.00 +110 3068563.25 +111 3516626.50 +112 3171544.75 +113 2990756.75 +114 2908504.00 +115 3147336.00 +116 3519919.50 +117 3174718.25 +118 2981836.25 +119 3174718.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,MLP,2.029284715652466,"108 1.043759e+06 +109 3.021227e+05 +110 4.242612e+05 +111 7.259925e+05 +112 6.443649e+05 +113 3.615991e+05 +114 2.546590e+05 +115 1.882553e+05 +116 1.622546e+05 +117 1.292635e+05 +118 1.060437e+05 +119 7.864659e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ITR,AR,2.3192057609558105,"108 24054.359375 +109 2639.348389 +110 4376.236328 +111 4069.888184 +112 10175.628906 +113 6489.219727 +114 1804.899536 +115 10175.628906 +116 156173.875000 +117 926195.375000 +118 82386.648438 +119 70356.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Transferencias LC 61_1989,XGBoost,0.8907668590545654,"108 29696.296875 +109 35244.761719 +110 29683.953125 +111 28279.664062 +112 29838.462891 +113 32243.794922 +114 33105.308594 +115 30946.814453 +116 31009.031250 +117 29446.273438 +118 29680.056641 +119 31599.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,IPTU,MLP,1.6309995651245117,"87 94033.349626 +88 104026.514043 +89 110833.949567 +90 125223.094691 +91 204367.140502 +92 518687.934302 +93 145592.889311 +94 152043.399946 +95 161986.003514 +96 168133.478586 +97 189659.154849 +98 187107.607776 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ISS,SARIMAX,1.2284305095672607,"108 57536.351562 +109 56596.941406 +110 53908.820312 +111 60313.539062 +112 57005.964844 +113 55736.523438 +114 51606.554688 +115 57005.964844 +116 57005.964844 +117 58492.210938 +118 60313.539062 +119 60313.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ITBI,HWES,1.3633780479431152,"108 54583.898438 +109 71152.234375 +110 50847.140625 +111 40894.066406 +112 50508.332031 +113 41545.023438 +114 56647.046875 +115 46382.796875 +116 63093.863281 +117 65021.812500 +118 63093.687500 +119 61992.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,IRRF,SARIMAX,1.3892807960510254,"107 154287.828125 +108 160210.718750 +109 160275.609375 +110 160210.718750 +111 160210.718750 +112 160210.718750 +113 160210.718750 +114 160210.718750 +115 160210.718750 +116 160210.718750 +117 160210.718750 +118 178156.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do FPM,SARIMAX,0.8580396175384521,"108 1.291533e+06 +109 1.893769e+06 +110 1.077761e+06 +111 1.185044e+06 +112 1.291533e+06 +113 1.288472e+06 +114 1.294200e+06 +115 1.077761e+06 +116 1.077809e+06 +117 9.947528e+05 +118 1.291533e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,HWES,0.8633694648742676,"108 1.042688e+06 +109 8.466381e+05 +110 9.210561e+05 +111 1.040185e+06 +112 1.107709e+06 +113 1.042585e+06 +114 1.059524e+06 +115 1.080414e+06 +116 1.079988e+06 +117 1.052749e+06 +118 1.038068e+06 +119 1.051754e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,MLP,1.6161301136016846,"108 381259.241242 +109 83872.623946 +110 134353.732799 +111 205632.145569 +112 150870.895089 +113 62496.795778 +114 44744.706953 +115 56627.271440 +116 42701.462781 +117 38668.738001 +118 39559.786323 +119 322705.595040 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ITR,XGBoost,1.7237522602081299,"105 3474.135010 +106 3724.048828 +107 3582.037109 +108 3724.048828 +109 3475.442139 +110 3613.896973 +111 3724.048828 +112 3831.259766 +113 81968.414062 +114 147058.437500 +115 5589.489746 +116 4919.538086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Transferencias LC 61_1989,XGBoost,0.894432544708252,"60 8833.005859 +61 9433.741211 +62 8737.166992 +63 8832.986328 +64 9035.746094 +65 9035.746094 +66 9035.746094 +67 9035.746094 +68 9035.731445 +69 8833.026367 +70 9035.746094 +71 9035.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,IPTU,SARIMAX,0.7210304737091064,"97 6507.552246 +98 8416.157227 +99 230232.953125 +100 33383.718750 +101 24465.722656 +102 -1068.488037 +103 2734.238525 +104 2178.866211 +105 1294.350586 +106 26533.375000 +107 2722.385986 +108 11643.128906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ISS,SARIMAX,1.586698293685913,"104 33830.199219 +105 32717.365234 +106 33792.808594 +107 31972.791016 +108 32717.201172 +109 32717.326172 +110 33887.593750 +111 32774.757812 +112 33850.203125 +113 33830.199219 +114 32717.201172 +115 33752.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ITBI,XGBoost,0.9338748455047607,"92 -434.884338 +93 -3712.732178 +94 2416.782471 +95 31330.615234 +96 -543.534241 +97 142.744781 +98 31330.615234 +99 29905.488281 +100 30022.523438 +101 5770.593262 +102 7498.240234 +103 4134.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,IRRF,Prophet,1.351248025894165,"104 35482.839844 +105 34277.558594 +106 34890.863281 +107 34136.988281 +108 34136.988281 +109 55090.750000 +110 34829.816406 +111 34829.816406 +112 34075.933594 +113 35421.785156 +114 32236.050781 +115 52430.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do FPM,SARIMAX,0.7621378898620605,"104 1744255.500 +105 2257007.000 +106 1559132.375 +107 1629091.250 +108 1640526.250 +109 1739221.875 +110 1640526.250 +111 1559132.375 +112 1560001.250 +113 1321700.250 +114 1640526.250 +115 2257007.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,SES,0.9091873168945312,"104 383693.50000 +105 396940.37500 +106 391591.84375 +107 356062.62500 +108 433625.28125 +109 358406.06250 +110 374123.81250 +111 382426.53125 +112 386125.03125 +113 376617.84375 +114 366837.53125 +115 393043.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,AR,1.0846953392028809,"104 70680.265625 +105 53263.242188 +106 61386.476562 +107 85206.773438 +108 45806.375000 +109 30692.187500 +110 7962.197266 +111 7664.707520 +112 7664.707520 +113 7686.109375 +114 7686.109375 +115 48461.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ITR,XGBoost,1.3438737392425537,"91 87.183495 +92 239.405945 +93 182.097702 +94 166.260849 +95 243.239609 +96 204.059296 +97 286.869354 +98 237.260162 +99 189.721039 +100 3918.395020 +101 106.133652 +102 106.133652 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Transferencias LC 61_1989,XGBoost,1.2254958152770996,"104 5081.310547 +105 4900.993652 +106 4521.418457 +107 5123.052246 +108 4664.338379 +109 5056.039551 +110 4810.732910 +111 4892.822266 +112 5264.429688 +113 4948.044434 +114 4805.297363 +115 5068.271484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,IPTU,SARIMAX,1.3545398712158203,"99 9081.550781 +100 5886.917480 +101 41946.714844 +102 249697.906250 +103 41982.667969 +104 40647.222656 +105 41946.714844 +106 39995.492188 +107 29255.873047 +108 32802.097656 +109 52815.406250 +110 25138.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ISS,XGBoost,0.8764340877532959,"108 49639.722656 +109 56090.039062 +110 48054.195312 +111 47555.566406 +112 47776.886719 +113 50094.753906 +114 49578.542969 +115 71123.867188 +116 46623.882812 +117 50962.917969 +118 55134.460938 +119 47780.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ITBI,XGBoost,1.416358232498169,"108 167856.718750 +109 162979.156250 +110 163909.625000 +111 163900.312500 +112 167856.718750 +113 168095.984375 +114 161975.453125 +115 161974.546875 +116 168095.984375 +117 164996.953125 +118 167856.718750 +119 164996.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,IRRF,SARIMAX,0.963674783706665,"106 17754.095703 +107 29481.142578 +108 29481.142578 +109 29271.714844 +110 13079.166016 +111 13115.798828 +112 66065.343750 +113 66065.343750 +114 119475.937500 +115 119677.390625 +116 119677.593750 +117 119677.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do FPM,SARIMAX,1.0466227531433105,"108 1.323597e+06 +109 1.893769e+06 +110 1.062085e+06 +111 1.196982e+06 +112 1.323598e+06 +113 1.312130e+06 +114 1.323598e+06 +115 1.062085e+06 +116 1.062086e+06 +117 1.007382e+06 +118 1.323598e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,HWES,0.8393940925598145,"108 9.140072e+05 +109 8.851444e+05 +110 8.873038e+05 +111 1.021289e+06 +112 1.052494e+06 +113 9.394322e+05 +114 1.020844e+06 +115 1.052275e+06 +116 1.052275e+06 +117 9.941490e+05 +118 9.436834e+05 +119 9.941490e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,MLP,1.6325747966766357,"108 224795.707971 +109 81598.531099 +110 100471.876725 +111 137418.154994 +112 119857.671430 +113 60215.291780 +114 56089.597193 +115 38580.668572 +116 51250.881502 +117 39263.027417 +118 38299.661186 +119 139645.916792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do ITR,SARIMAX,1.5938951969146729,"102 48936.812500 +103 125875.742188 +104 69404.789062 +105 69363.453125 +106 69406.179688 +107 69418.109375 +108 69401.742188 +109 69417.984375 +110 135692.781250 +111 122413.593750 +112 69417.984375 +113 69415.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Transferencias LC 61_1989,XGBoost,1.08709716796875,"60 7545.588379 +61 8223.346680 +62 7821.804199 +63 7550.594238 +64 6715.227051 +65 6715.227051 +66 6716.098633 +67 6715.227051 +68 7612.677246 +69 7545.588379 +70 6715.227051 +71 6716.098633 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,IPTU,XGBoost,1.6889374256134033,"106 11962.841797 +107 10977.946289 +108 10913.403320 +109 11544.245117 +110 11452.378906 +111 11449.598633 +112 10913.403320 +113 12036.918945 +114 55346.140625 +115 72008.734375 +116 3762.328125 +117 12617.541992 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ISS,SARIMAX,1.3885538578033447,"108 42649.050781 +109 42160.101562 +110 52735.175781 +111 52913.273438 +112 52913.273438 +113 42056.773438 +114 52760.933594 +115 52656.207031 +116 52760.933594 +117 52808.910156 +118 52761.867188 +119 42056.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ITBI,XGBoost,1.533165693283081,"108 15780.080078 +109 11394.746094 +110 4053.892822 +111 10335.255859 +112 10335.255859 +113 6205.310059 +114 5698.728516 +115 4913.565918 +116 5762.760742 +117 6910.768066 +118 4828.267578 +119 6906.212402 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,IRRF,SARIMAX,1.2829813957214355,"108 76795.859375 +109 79826.078125 +110 76795.859375 +111 79826.078125 +112 79826.078125 +113 76795.859375 +114 76795.859375 +115 79826.078125 +116 76795.859375 +117 110133.281250 +118 79826.078125 +119 110133.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do FPM,SARIMAX,0.9586036205291748,"108 1893960.875 +109 1650759.750 +110 1645541.000 +111 1645541.000 +112 1894055.500 +113 1656111.000 +114 1893960.875 +115 1649264.750 +116 1645541.000 +117 1994920.250 +118 1658140.125 +119 1994920.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,HWES,0.8973062038421631,"108 629593.1250 +109 629062.5000 +110 629311.0625 +111 629311.0625 +112 629062.5000 +113 625811.8750 +114 629593.1250 +115 629062.5000 +116 626945.0000 +117 624903.8750 +118 625811.8750 +119 629593.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,Prophet,2.1849029064178467,"108 10259.328125 +109 10290.662109 +110 12556.037109 +111 10654.466797 +112 12448.274414 +113 12686.712891 +114 20057.755859 +115 26010.623047 +116 20057.755859 +117 12363.362305 +118 113142.429688 +119 112381.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ITR,SARIMAX,1.6245248317718506,"99 17.124075 +100 16.754198 +101 17.490913 +102 17.252447 +103 15.358873 +104 1523.207031 +105 37.267868 +106 24.914238 +107 36.539940 +108 36.539940 +109 24.825106 +110 24.825106 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,IPTU,HWES,1.3657424449920654,"96 56621.890625 +97 56860.273438 +98 10907.925781 +99 10542.658203 +100 11053.381836 +101 14098.500000 +102 4305.291504 +103 3196.977051 +104 3805.293701 +105 6886.888184 +106 3730.776367 +107 3897.378418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,0.8405666351318359,"96 87757.187500 +97 89763.070312 +98 117181.343750 +99 88780.296875 +100 121138.703125 +101 83182.250000 +102 119742.250000 +103 90146.960938 +104 90146.960938 +105 117181.343750 +106 119742.250000 +107 121138.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ITBI,SES,1.136371374130249,"82 2644.319336 +83 5994.891113 +84 2614.453125 +85 2317.019531 +86 2205.187256 +87 2198.515625 +88 2496.588623 +89 5789.781250 +90 2251.668213 +91 2251.668213 +92 4853.097168 +93 2229.925293 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,IRRF,XGBoost,3.204871416091919,"96 66072.671875 +97 110457.945312 +98 114563.085938 +99 114563.085938 +100 114563.085938 +101 114563.085938 +102 114563.085938 +103 114563.085938 +104 114563.085938 +105 114563.085938 +106 114563.085938 +107 114563.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do FPM,XGBoost,1.0013611316680908,"96 1628429.750 +97 1811506.375 +98 1382496.750 +99 1628429.750 +100 1790895.250 +101 1628429.750 +102 1811506.375 +103 1628429.750 +104 1526907.250 +105 1463958.750 +106 1811506.375 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,SES,0.9907352924346924,"96 325231.09375 +97 326594.12500 +98 383049.03125 +99 320885.71875 +100 384314.34375 +101 320885.71875 +102 320885.71875 +103 326057.59375 +104 325065.15625 +105 323497.59375 +106 323472.96875 +107 383049.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,MLP,1.4131591320037842,"96 154183.571645 +97 68124.863451 +98 94252.957576 +99 145050.286808 +100 139003.440068 +101 65113.723778 +102 53206.425726 +103 44952.451138 +104 35565.227407 +105 36827.950997 +106 34126.762234 +107 190062.656427 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Transferencias LC 61_1989,AR,1.2824695110321045,"84 3418.118408 +85 3690.649414 +86 3323.322266 +87 3462.630127 +88 3242.975098 +89 3964.109131 +90 3204.491455 +91 3631.211914 +92 3191.320557 +93 3695.340820 +94 3196.536377 +95 3196.836182 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.458503246307373,"99 2415.718506 +100 2415.718506 +101 10019.088867 +102 7564.981934 +103 6894.176270 +104 73710.453125 +105 207357.515625 +106 4499.860840 +107 4579.857910 +108 2049.992920 +109 2796.937988 +110 8810.276367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ISS,SARIMAX,0.8777279853820801,"108 115845.906250 +109 115959.039062 +110 115421.671875 +111 115670.835938 +112 115421.671875 +113 115901.398438 +114 115624.835938 +115 115421.671875 +116 115421.671875 +117 115950.468750 +118 115660.859375 +119 115421.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ITBI,MLP,1.7643535137176514,"105 18738.564129 +106 19979.013679 +107 21447.628219 +108 19613.585495 +109 20338.629198 +110 18516.849484 +111 19502.671208 +112 21403.313289 +113 19485.104356 +114 16552.601300 +115 15917.765639 +116 15812.449007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,IRRF,Prophet,1.3568224906921387,"108 3398.664307 +109 45489.039062 +110 99463.898438 +111 55673.773438 +112 55673.773438 +113 109608.453125 +114 109608.460938 +115 99463.898438 +116 99463.898438 +117 26165.398438 +118 109608.453125 +119 109608.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do FPM,SARIMAX,0.975743293762207,"108 1318367.875 +109 1893768.750 +110 1033776.000 +111 1161809.625 +112 1318368.000 +113 1266085.125 +114 1318368.000 +115 1033776.000 +116 1033776.000 +117 982045.875 +118 1318368.000 +119 1893768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,SES,1.015831708908081,"108 626429.8125 +109 644534.1875 +110 622835.8750 +111 655262.1875 +112 641523.7500 +113 659697.5625 +114 665180.4375 +115 654827.3750 +116 643511.5000 +117 657328.6875 +118 669744.5000 +119 628251.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,XGBoost,1.4118740558624268,"107 99089.906250 +108 34115.453125 +109 82992.476562 +110 99089.906250 +111 86012.015625 +112 64559.203125 +113 18761.259766 +114 15361.291992 +115 15361.291992 +116 3956.486572 +117 4128.127930 +118 86012.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do ITR,SES,1.4708237648010254,"89 1198.392944 +90 400.886719 +91 29442.708984 +92 27925.365234 +93 48823.605469 +94 69493.015625 +95 63614.167969 +96 69515.562500 +97 69631.093750 +98 71724.984375 +99 65392.410156 +100 65430.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Transferencias LC 61_1989,XGBoost,0.9122660160064697,"48 6454.112793 +49 6270.145020 +50 6283.226074 +51 6454.112793 +52 6283.226074 +53 6426.966309 +54 6546.960449 +55 5956.750977 +56 6546.960449 +57 6454.112793 +58 6546.960449 +59 6426.966309 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,IPTU,HWES,1.7151036262512207,"106 7.700084e+04 +107 1.954190e+05 +108 1.077510e+06 +109 1.891858e+05 +110 5.679372e+04 +111 1.719051e+05 +112 6.267485e+04 +113 1.865570e+05 +114 5.862171e+04 +115 1.667916e+05 +116 5.862162e+04 +117 1.796908e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ISS,SARIMAX,1.3509712219238281,"108 185224.765625 +109 156646.750000 +110 185224.765625 +111 155245.875000 +112 172086.968750 +113 156646.750000 +114 156646.750000 +115 156646.750000 +116 156646.750000 +117 155245.875000 +118 156646.750000 +119 172086.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ITBI,SARIMAX,0.9921586513519287,"108 36047.886719 +109 66560.953125 +110 66950.148438 +111 36034.121094 +112 38764.042969 +113 96231.640625 +114 55231.101562 +115 97921.171875 +116 68446.828125 +117 70427.117188 +118 52132.238281 +119 68785.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,IRRF,Prophet,1.2380638122558594,"107 186617.890625 +108 184647.140625 +109 185337.375000 +110 182904.093750 +111 201607.765625 +112 201607.765625 +113 201607.765625 +114 201607.765625 +115 201607.765625 +116 201607.765625 +117 201607.765625 +118 201607.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do FPM,SARIMAX,0.9001498222351074,"108 2010655.750 +109 3156281.250 +110 1746913.125 +111 1740590.250 +112 2010693.500 +113 2012248.000 +114 2010693.500 +115 1746913.125 +116 1746913.125 +117 1643527.750 +118 2010693.500 +119 3156281.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,XGBoost,0.794417142868042,"108 747456.4375 +109 730320.5000 +110 754300.6875 +111 749869.0000 +112 947497.2500 +113 756914.6250 +114 925938.7500 +115 870784.3750 +116 827666.9375 +117 868267.0625 +118 881335.0000 +119 867260.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,SARIMAX,1.470613956451416,"108 474335.562500 +109 216636.937500 +110 237920.234375 +111 476653.062500 +112 476653.062500 +113 216637.281250 +114 239515.359375 +115 109145.226562 +116 116269.250000 +117 119072.515625 +118 119040.335938 +119 584591.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ITR,XGBoost,1.3649487495422363,"94 83.152702 +95 11.743747 +96 89.331917 +97 5.056801 +98 116.385780 +99 15.090330 +100 114.719330 +101 90.822861 +102 83.447830 +103 7.245704 +104 80.539398 +105 -44.224358 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Transferencias LC 61_1989,MLP,1.4662387371063232,"107 2878.216333 +108 3284.685039 +109 3010.990315 +110 -14517.708690 +111 -3092.127412 +112 -3705.094124 +113 -4281.211426 +114 12564.357889 +115 423.830171 +116 -638.243176 +117 -313.038880 +118 -939.152382 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,IPTU,HWES,1.5336709022521973,"105 20593.689453 +106 20629.533203 +107 29514.404297 +108 33752.414062 +109 308264.062500 +110 383236.468750 +111 64714.781250 +112 29081.037109 +113 42438.753906 +114 31475.033203 +115 31337.351562 +116 64721.777344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ISS,HWES,1.3991448879241943,"108 28473.857422 +109 28892.042969 +110 28975.951172 +111 40300.902344 +112 40300.902344 +113 28894.521484 +114 28069.939453 +115 28975.951172 +116 28975.951172 +117 42001.980469 +118 28476.794922 +119 40326.269531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ITBI,HWES,1.559239387512207,"108 33952.863281 +109 34806.445312 +110 25605.558594 +111 36267.542969 +112 25242.507812 +113 25849.046875 +114 25173.828125 +115 19621.685547 +116 21858.726562 +117 20026.994141 +118 22501.527344 +119 21432.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,IRRF,SARIMAX,0.8885917663574219,"108 64118.675781 +109 64077.968750 +110 64611.515625 +111 78114.750000 +112 77965.296875 +113 78114.750000 +114 78114.750000 +115 78114.750000 +116 78114.750000 +117 77965.296875 +118 78114.750000 +119 107896.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do FPM,SARIMAX,1.1873531341552734,"107 1797311.125 +108 1725860.875 +109 1388580.250 +110 1413820.500 +111 1471458.375 +112 1471509.625 +113 1471458.375 +114 1447473.750 +115 1449432.125 +116 1447460.625 +117 1471458.375 +118 1488077.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,HWES,0.8798401355743408,"108 832707.1875 +109 833527.5625 +110 831238.5000 +111 832577.1875 +112 836275.7500 +113 832693.3750 +114 832577.1875 +115 836286.7500 +116 836286.7500 +117 831141.3750 +118 831833.5000 +119 831141.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,MLP,1.625098705291748,"108 234172.651569 +109 58095.368421 +110 77978.434539 +111 184112.864627 +112 111816.752888 +113 56705.690233 +114 50406.859483 +115 33444.858521 +116 47375.731866 +117 33014.815915 +118 31044.162209 +119 262286.312465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do ITR,AR,1.0766894817352295,"99 49.302624 +100 270.979126 +101 94.355949 +102 20.975733 +103 48.249405 +104 55.788166 +105 42.883308 +106 50.071239 +107 439.733063 +108 315.088776 +109 -7.541515 +110 4.937954 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,IPTU,SARIMAX,1.264244794845581,"105 21593.158203 +106 73311.859375 +107 620725.562500 +108 72205.203125 +109 73289.828125 +110 67839.898438 +111 62409.757812 +112 67366.773438 +113 54517.921875 +114 31846.941406 +115 54518.214844 +116 31846.753906 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ISS,SARIMAX,0.7864515781402588,"108 233760.812500 +109 220012.453125 +110 222181.375000 +111 220184.531250 +112 220013.843750 +113 224271.156250 +114 219977.625000 +115 228273.687500 +116 220184.531250 +117 220012.453125 +118 228273.843750 +119 227408.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ITBI,HWES,1.2027959823608398,"108 45635.238281 +109 222731.125000 +110 162569.015625 +111 162773.593750 +112 232707.906250 +113 162652.328125 +114 161941.875000 +115 162847.265625 +116 162773.593750 +117 162773.593750 +118 162363.859375 +119 162672.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,IRRF,SARIMAX,1.218122959136963,"108 247596.218750 +109 247596.203125 +110 218125.687500 +111 247596.203125 +112 247596.203125 +113 247596.203125 +114 247596.203125 +115 247596.203125 +116 220635.000000 +117 220635.000000 +118 247596.218750 +119 247596.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do FPM,SARIMAX,0.827385663986206,"108 1633983.875 +109 2221813.500 +110 1752352.750 +111 1783435.375 +112 2207898.500 +113 1783435.375 +114 2221813.500 +115 1752352.750 +116 1752359.125 +117 1752316.875 +118 1720348.375 +119 2221813.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.9423534870147705,"108 2076357.125 +109 2020482.500 +110 2065638.625 +111 2076357.125 +112 2075349.375 +113 2078356.875 +114 2076357.125 +115 2075349.375 +116 2076357.125 +117 2075349.375 +118 2076357.125 +119 2075349.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,MLP,1.675633192062378,"108 342260.768249 +109 123541.341371 +110 122023.562189 +111 234596.064534 +112 195670.567451 +113 121002.262119 +114 92585.583022 +115 60129.398680 +116 53211.821132 +117 42886.789137 +118 49097.667568 +119 243589.986704 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ITR,MLP,2.598008155822754,"108 97405.736466 +109 50007.992831 +110 74191.554906 +111 29743.126238 +112 30577.485300 +113 35542.226279 +114 36976.071103 +115 39374.678299 +116 164653.551598 +117 939824.335347 +118 205099.086660 +119 154609.142245 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Transferencias LC 61_1989,XGBoost,1.7066550254821777,"48 16695.164062 +49 12475.449219 +50 13901.099609 +51 17682.812500 +52 17658.851562 +53 17682.812500 +54 16695.164062 +55 17658.636719 +56 17683.626953 +57 16695.171875 +58 12989.138672 +59 16695.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,IPTU,SARIMAX,1.528820276260376,"96 1.099152e+06 +97 2.308896e+06 +98 1.475873e+06 +99 6.984266e+05 +100 6.988355e+05 +101 6.984266e+05 +102 6.984266e+05 +103 6.988355e+05 +104 6.984266e+05 +105 7.074016e+05 +106 7.062356e+05 +107 1.471083e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ISS,XGBoost,1.016772747039795,"96 1489502.5 +97 1245612.5 +98 1489502.5 +99 1489502.5 +100 1489502.5 +101 1489502.5 +102 1489502.5 +103 1489502.5 +104 1489502.5 +105 1489536.0 +106 1489553.0 +107 1489536.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ITBI,XGBoost,1.043741226196289,"96 6.387351e+05 +97 7.224172e+05 +98 7.576779e+05 +99 5.412744e+05 +100 5.407648e+05 +101 1.030444e+06 +102 8.668489e+05 +103 6.534692e+05 +104 1.448121e+06 +105 7.224328e+05 +106 5.482156e+05 +107 4.790467e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,IRRF,AR,1.7322032451629639,"96 1245455.75 +97 1085526.00 +98 1245455.75 +99 1245455.75 +100 1245455.75 +101 1245455.75 +102 1245455.75 +103 1506318.25 +104 1506318.25 +105 1506318.25 +106 1506318.25 +107 2335529.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do FPM,MLP,1.582216501235962,"96 5.785502e+06 +97 7.338407e+06 +98 5.329821e+06 +99 5.997361e+06 +100 6.497399e+06 +101 6.304409e+06 +102 7.743490e+06 +103 6.374465e+06 +104 6.163622e+06 +105 6.092128e+06 +106 7.061485e+06 +107 9.502867e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,MLP,0.709707498550415,"96 5.775467e+06 +97 5.993522e+06 +98 6.037789e+06 +99 5.909531e+06 +100 6.090196e+06 +101 5.804603e+06 +102 5.803959e+06 +103 5.821653e+06 +104 5.748756e+06 +105 5.725419e+06 +106 5.705519e+06 +107 5.877611e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,MLP,1.6081428527832031,"96 2.157023e+06 +97 1.008704e+06 +98 1.182151e+06 +99 1.988968e+06 +100 1.635334e+06 +101 1.022758e+06 +102 7.608137e+05 +103 5.955299e+05 +104 4.802412e+05 +105 4.327459e+05 +106 3.971838e+05 +107 2.785156e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,IPTU,HWES,1.2772600650787354,"103 5275.769043 +104 6721.127441 +105 24862.960938 +106 10995.899414 +107 7738.987793 +108 7738.987793 +109 7589.924805 +110 7548.803711 +111 6730.916992 +112 1295.824707 +113 6995.937500 +114 1229.187012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ISS,HWES,0.803117036819458,"108 61629.203125 +109 26352.435547 +110 71475.789062 +111 71475.789062 +112 60843.132812 +113 62472.875000 +114 90830.765625 +115 88181.453125 +116 83434.468750 +117 92916.023438 +118 92537.726562 +119 96966.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ITBI,MLP,1.6534578800201416,"106 75896.255437 +107 961.791357 +108 46285.698268 +109 51701.144467 +110 50940.351773 +111 42108.434247 +112 36231.752520 +113 48307.309485 +114 20035.983751 +115 37803.262781 +116 37665.188116 +117 42315.466150 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,IRRF,SARIMAX,1.479818344116211,"108 9918.107422 +109 107763.250000 +110 163960.812500 +111 112879.265625 +112 117396.578125 +113 112881.625000 +114 133875.562500 +115 100860.507812 +116 100880.890625 +117 134603.906250 +118 100880.890625 +119 109249.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do FPM,SARIMAX,0.8848414421081543,"107 1.352783e+06 +108 1.893768e+06 +109 1.064484e+06 +110 1.179850e+06 +111 1.353172e+06 +112 1.352837e+06 +113 1.346086e+06 +114 1.064484e+06 +115 1.064484e+06 +116 1.022128e+06 +117 1.353172e+06 +118 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,HWES,1.2286670207977295,"108 858746.3750 +109 692871.3750 +110 706232.1250 +111 837437.7500 +112 841733.0000 +113 828444.8125 +114 810236.7500 +115 836984.6250 +116 837437.7500 +117 796996.5625 +118 838976.9375 +119 796996.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,SARIMAX,1.4104211330413818,"108 51326.675781 +109 23578.064453 +110 24971.822266 +111 28284.339844 +112 28436.361328 +113 15267.519531 +114 13594.484375 +115 10587.842773 +116 8845.039062 +117 1914.784546 +118 6050.319824 +119 24195.294922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do ITR,XGBoost,1.7043404579162598,"71 18854.406250 +72 21834.349609 +73 21790.771484 +74 22202.546875 +75 23426.964844 +76 18854.406250 +77 23426.964844 +78 25727.128906 +79 360142.656250 +80 12764.700195 +81 16983.822266 +82 22086.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Transferencias LC 61_1989,XGBoost,1.438666820526123,"108 6919.188477 +109 6545.751953 +110 7004.322266 +111 7564.989746 +112 6556.854492 +113 9013.960938 +114 7525.905762 +115 6959.517578 +116 7094.437500 +117 7271.365723 +118 6973.843750 +119 7663.926270 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,IPTU,HWES,1.514178991317749,"95 37895.242188 +96 22571.230469 +97 18420.111328 +98 34013.843750 +99 164724.453125 +100 382396.250000 +101 40091.699219 +102 40376.707031 +103 40091.699219 +104 36233.843750 +105 36620.000000 +106 35058.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ISS,SARIMAX,1.4527709484100342,"108 42324.578125 +109 42363.882812 +110 39191.218750 +111 38726.921875 +112 38505.812500 +113 36369.339844 +114 30826.607422 +115 31853.509766 +116 34552.617188 +117 35810.867188 +118 35811.480469 +119 35811.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ITBI,XGBoost,0.9670441150665283,"108 30597.773438 +109 36955.468750 +110 52731.582031 +111 30836.691406 +112 30638.429688 +113 25974.640625 +114 52545.117188 +115 25985.105469 +116 32279.013672 +117 25640.152344 +118 31869.447266 +119 30314.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,IRRF,Prophet,0.8670339584350586,"108 83507.703125 +109 83507.703125 +110 83507.703125 +111 83507.703125 +112 83507.703125 +113 83793.734375 +114 83507.703125 +115 83793.734375 +116 83793.734375 +117 83507.703125 +118 83507.703125 +119 160890.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do FPM,SARIMAX,0.8612120151519775,"108 1340290.875 +109 1893743.750 +110 1045644.250 +111 1222535.875 +112 1350141.750 +113 1340265.875 +114 1350139.750 +115 1045644.250 +116 1045704.875 +117 965133.250 +118 1350141.750 +119 1893743.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,HWES,0.8733155727386475,"108 736266.7500 +109 715615.8750 +110 736233.6250 +111 929573.0625 +112 911984.6875 +113 822500.8125 +114 931718.7500 +115 930891.3125 +116 930930.6250 +117 861523.7500 +118 831538.5000 +119 861523.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,AR,1.5821573734283447,"108 118954.148438 +109 39231.300781 +110 52348.054688 +111 139752.046875 +112 100918.468750 +113 20848.962891 +114 21959.832031 +115 20745.269531 +116 20672.029297 +117 3248.914062 +118 2963.481934 +119 132797.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ITR,HWES,1.5964672565460205,"98 245.661316 +99 48456.414062 +100 1169.662109 +101 1143.349243 +102 1183.828247 +103 1009.306152 +104 1031.691162 +105 70819.789062 +106 110456.601562 +107 110456.601562 +108 70819.484375 +109 1121.675537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Transferencias LC 61_1989,XGBoost,1.1536507606506348,"108 6500.586426 +109 5878.588379 +110 7169.918945 +111 6693.283203 +112 7109.214844 +113 6989.577148 +114 7290.758789 +115 6929.067871 +116 7258.794434 +117 6106.361328 +118 6928.554199 +119 6723.415527 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,IPTU,HWES,1.5726017951965332,"107 1879660.875 +108 1816679.625 +109 2673474.750 +110 2248594.250 +111 1871552.375 +112 2408575.750 +113 1873873.000 +114 2747062.000 +115 2408575.750 +116 1875079.875 +117 2747062.000 +118 2248267.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ISS,MLP,1.282111406326294,"108 5.762424e+06 +109 5.458616e+06 +110 5.995013e+06 +111 6.881896e+06 +112 7.312960e+06 +113 7.790843e+06 +114 8.360221e+06 +115 8.616990e+06 +116 9.074324e+06 +117 9.464098e+06 +118 1.001932e+07 +119 1.098898e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ITBI,XGBoost,0.8622481822967529,"107 319346.90625 +108 511217.03125 +109 319278.62500 +110 419502.18750 +111 510703.87500 +112 329090.31250 +113 319278.62500 +114 327451.68750 +115 317611.56250 +116 315707.15625 +117 315777.15625 +118 413879.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,IRRF,AR,1.1140706539154053,"108 2795203.75 +109 2778097.50 +110 2778097.50 +111 3076603.00 +112 2778097.50 +113 2778097.50 +114 2778097.50 +115 2778097.50 +116 2778097.50 +117 2778097.50 +118 2778097.50 +119 5240046.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do FPM,SARIMAX,1.0140445232391357,"108 6767910.00 +109 9468847.00 +110 5044928.50 +111 3010235.25 +112 6799976.00 +113 4108903.75 +114 9468847.00 +115 5044928.50 +116 5044913.50 +117 4674984.00 +118 6799976.00 +119 9468847.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,MLP,0.8833298683166504,"108 1.491059e+07 +109 1.466342e+07 +110 1.503362e+07 +111 1.571646e+07 +112 1.614237e+07 +113 1.558515e+07 +114 1.600349e+07 +115 1.605967e+07 +116 1.625061e+07 +117 1.678026e+07 +118 1.614948e+07 +119 1.695208e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,MLP,2.767265558242798,"108 3.403851e+06 +109 1.366295e+06 +110 1.744860e+06 +111 2.947093e+06 +112 2.541326e+06 +113 1.146075e+06 +114 9.427868e+05 +115 6.299698e+05 +116 4.304404e+05 +117 3.877540e+05 +118 3.140833e+05 +119 2.262254e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do ITR,AR,2.073660135269165,"108 19060.671875 +109 20652.177734 +110 20712.361328 +111 20617.009766 +112 20617.009766 +113 20620.908203 +114 20446.589844 +115 20599.390625 +116 18712.550781 +117 18643.695312 +118 31006.871094 +119 19060.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Transferencias LC 61_1989,HWES,0.7239813804626465,"60 140236.687500 +61 129737.765625 +62 146583.437500 +63 175965.781250 +64 154133.859375 +65 155920.578125 +66 155920.609375 +67 153989.734375 +68 163878.765625 +69 141793.171875 +70 154170.140625 +71 139840.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,IPTU,XGBoost,1.1118011474609375,"100 5990.801270 +101 7086.646484 +102 7153.934082 +103 24030.835938 +104 115279.843750 +105 113455.937500 +106 12715.400391 +107 14901.259766 +108 20987.695312 +109 24760.238281 +110 7046.416992 +111 16062.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ISS,Prophet,1.2187080383300781,"108 33905.535156 +109 37192.675781 +110 37185.136719 +111 37185.136719 +112 37192.675781 +113 37091.281250 +114 37192.675781 +115 37192.675781 +116 37091.281250 +117 37192.675781 +118 37192.675781 +119 37192.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ITBI,SES,1.9443249702453613,"107 -8083.333008 +108 -9442.160156 +109 -9274.843750 +110 -5554.788086 +111 45887.085938 +112 14492.674805 +113 54272.101562 +114 122385.609375 +115 13813.654297 +116 14492.108398 +117 47409.386719 +118 623.516724 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,IRRF,Prophet,1.762660026550293,"108 51435.808594 +109 51435.808594 +110 99536.031250 +111 76839.359375 +112 99536.031250 +113 76846.578125 +114 99536.031250 +115 99536.031250 +116 76839.359375 +117 76839.359375 +118 99536.031250 +119 99886.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do FPM,SARIMAX,0.8612675666809082,"108 1439018.750 +109 1893768.875 +110 1154694.250 +111 1262660.625 +112 1439018.750 +113 1432279.000 +114 1439018.750 +115 1154694.250 +116 1154694.250 +117 1068027.500 +118 1439018.750 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,HWES,0.7944655418395996,"108 1187292.750 +109 984882.625 +110 1150203.750 +111 1222578.250 +112 1243555.625 +113 1145306.375 +114 1243972.375 +115 1237376.500 +116 1222578.250 +117 1248688.125 +118 1184410.250 +119 1176554.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,SARIMAX,1.0599689483642578,"108 104016.570312 +109 56670.906250 +110 54148.171875 +111 98389.460938 +112 98967.039062 +113 33806.781250 +114 54793.429688 +115 29935.554688 +116 28186.921875 +117 12766.091797 +118 12810.622070 +119 98355.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do ITR,MLP,2.2829136848449707,"100 126224.829981 +101 118392.357251 +102 134102.761468 +103 160845.965383 +104 173874.472659 +105 206253.651933 +106 227988.099116 +107 255263.366838 +108 409742.516626 +109 943720.134631 +110 341053.049371 +111 381685.933916 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Transferencias LC 61_1989,XGBoost,0.8845269680023193,"108 10555.756836 +109 10042.769531 +110 10662.492188 +111 11155.125000 +112 9499.781250 +113 9946.867188 +114 9569.197266 +115 9664.398438 +116 9734.979492 +117 8579.009766 +118 10662.222656 +119 9682.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,IPTU,XGBoost,1.0553834438323975,"98 42383.507812 +99 42422.425781 +100 42425.843750 +101 42336.679688 +102 42195.296875 +103 42203.292969 +104 42198.894531 +105 42336.679688 +106 115646.734375 +107 115646.734375 +108 115646.734375 +109 42431.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ISS,SARIMAX,2.0265605449676514,"108 86867.367188 +109 86932.257812 +110 90657.281250 +111 86867.367188 +112 88314.835938 +113 86932.257812 +114 86932.257812 +115 88314.835938 +116 88314.835938 +117 88314.835938 +118 88314.835938 +119 88314.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ITBI,Prophet,1.3082818984985352,"107 17431.720703 +108 13251.751953 +109 10966.142578 +110 10966.142578 +111 12504.992188 +112 13524.866211 +113 28996.777344 +114 18383.005859 +115 12984.375000 +116 28913.185547 +117 20037.765625 +118 16287.581055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,IRRF,Prophet,1.6984474658966064,"108 94185.117188 +109 94185.093750 +110 94263.812500 +111 94263.812500 +112 94263.812500 +113 95720.664062 +114 95720.664062 +115 94185.117188 +116 90938.953125 +117 94185.117188 +118 90938.929688 +119 169028.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1185095310211182,"108 1566386.625 +109 1890095.875 +110 1305076.875 +111 1325857.000 +112 1566386.625 +113 1566495.750 +114 1893768.625 +115 1305076.875 +116 1305076.875 +117 1161086.750 +118 1566386.625 +119 1890095.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,HWES,0.8106429576873779,"108 783048.2500 +109 709439.3750 +110 728002.3125 +111 775447.1250 +112 828806.9375 +113 784840.2500 +114 758016.0000 +115 828997.3125 +116 828348.1875 +117 773252.6875 +118 763075.5625 +119 773252.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,MLP,1.734330654144287,"108 274880.171925 +109 125038.038660 +110 168188.390137 +111 296602.049707 +112 244977.243010 +113 101420.270534 +114 82270.374673 +115 77423.818050 +116 75916.255276 +117 51301.226022 +118 110977.689743 +119 190110.717895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ITR,HWES,1.287566900253296,"51 608.259277 +52 1654.789185 +53 1654.814453 +54 1654.805176 +55 1654.773071 +56 1654.795776 +57 1654.789185 +58 1654.805176 +59 1654.789185 +60 1654.814453 +61 1654.795776 +62 1654.739502 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Transferencias LC 61_1989,HWES,1.509730577468872,"48 7149.180176 +49 6266.265137 +50 9018.929688 +51 9464.145508 +52 9464.669922 +53 9464.145508 +54 9464.145508 +55 9002.619141 +56 9464.669922 +57 9849.278320 +58 9018.929688 +59 9464.145508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,MLP,1.6032299995422363,"108 3.161976e+05 +109 1.319699e+06 +110 3.074791e+06 +111 4.333619e+05 +112 5.271194e+05 +113 6.043656e+05 +114 5.154017e+05 +115 4.827619e+05 +116 4.074356e+05 +117 3.907580e+05 +118 2.901752e+05 +119 2.749195e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,SES,0.9452366828918457,"108 631167.1875 +109 621247.1875 +110 617342.7500 +111 619515.3750 +112 617584.9375 +113 636997.2500 +114 629667.2500 +115 577047.3750 +116 804002.8750 +117 575772.0000 +118 804002.8750 +119 899665.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,SES,1.6454412937164307,"108 178957.281250 +109 145211.234375 +110 158238.031250 +111 158254.046875 +112 155003.578125 +113 145211.234375 +114 114061.859375 +115 152132.828125 +116 886346.062500 +117 158238.031250 +118 158238.031250 +119 155903.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,IRRF,XGBoost,1.2697360515594482,"108 6.226393e+05 +109 6.288582e+05 +110 6.210344e+05 +111 7.186288e+05 +112 8.422191e+05 +113 7.186288e+05 +114 6.210344e+05 +115 6.288582e+05 +116 6.210344e+05 +117 6.210344e+05 +118 7.186288e+05 +119 1.024517e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do FPM,SARIMAX,0.9197511672973633,"108 3440566.25 +109 4440166.00 +110 2739227.00 +111 2747634.75 +112 3383586.00 +113 2514426.50 +114 4447525.50 +115 2739227.00 +116 2739216.25 +117 2606032.00 +118 3384072.50 +119 4447525.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,MLP,0.9339437484741211,"108 5.182107e+06 +109 5.148423e+06 +110 5.200334e+06 +111 5.362182e+06 +112 5.442124e+06 +113 5.283143e+06 +114 5.372081e+06 +115 5.379268e+06 +116 5.391357e+06 +117 5.469933e+06 +118 5.184963e+06 +119 5.410156e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,MLP,1.730501413345337,"108 1.313016e+06 +109 5.661161e+05 +110 5.780089e+05 +111 8.099023e+05 +112 8.841408e+05 +113 4.930656e+05 +114 3.556179e+05 +115 2.587221e+05 +116 2.333816e+05 +117 2.098631e+05 +118 2.036846e+05 +119 1.068701e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ITR,HWES,1.8927536010742188,"93 1.364836e+05 +94 2.872522e+04 +95 6.580991e+04 +96 2.736979e+04 +97 2.822661e+04 +98 2.849293e+04 +99 2.831075e+04 +100 2.872425e+04 +101 8.813710e+04 +102 1.698270e+06 +103 1.458501e+05 +104 1.464261e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Transferencias LC 61_1989,XGBoost,2.2711668014526367,"108 49888.414062 +109 68485.273438 +110 59787.585938 +111 56374.613281 +112 56115.210938 +113 53404.992188 +114 53243.652344 +115 53139.656250 +116 53932.164062 +117 67846.679688 +118 52804.359375 +119 56224.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirub�� - RS,IPTU,MLP,1.740638017654419,"106 1.939702e+05 +107 1.821890e+05 +108 4.410050e+05 +109 5.792165e+05 +110 2.061280e+06 +111 3.622897e+05 +112 3.235840e+05 +113 3.403828e+05 +114 3.185341e+05 +115 2.981399e+05 +116 3.085953e+05 +117 3.679398e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ISS,SARIMAX,1.2891592979431152,"108 1.039459e+06 +109 9.565314e+05 +110 9.420354e+05 +111 9.420354e+05 +112 9.420354e+05 +113 9.420354e+05 +114 9.422259e+05 +115 9.556250e+05 +116 9.556250e+05 +117 9.420354e+05 +118 9.420354e+05 +119 9.527964e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ITBI,XGBoost,0.9214394092559814,"108 202881.796875 +109 239637.843750 +110 247669.718750 +111 213437.843750 +112 204725.500000 +113 213557.593750 +114 178006.187500 +115 208811.875000 +116 233695.703125 +117 213538.906250 +118 220877.718750 +119 208811.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,IRRF,XGBoost,2.4144766330718994,"108 330536.71875 +109 334169.68750 +110 379179.59375 +111 379179.59375 +112 568834.50000 +113 379179.59375 +114 334169.68750 +115 379179.59375 +116 334169.68750 +117 379179.59375 +118 330536.71875 +119 568834.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do FPM,SARIMAX,0.8924391269683838,"108 2716737.75 +109 2716870.75 +110 2716870.75 +111 2307146.25 +112 2716870.75 +113 2670231.75 +114 2716870.75 +115 2259557.75 +116 2259561.25 +117 2237973.25 +118 2716870.75 +119 3787536.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,HWES,0.991063117980957,"108 3775716.75 +109 2991551.00 +110 3626394.00 +111 3514723.50 +112 3612027.50 +113 3534570.25 +114 3514723.50 +115 3843348.00 +116 3843348.00 +117 3612030.50 +118 3648086.75 +119 3612030.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,MLP,1.4438092708587646,"108 1.669124e+06 +109 6.548373e+05 +110 6.583256e+05 +111 9.830886e+05 +112 1.350191e+06 +113 5.593735e+05 +114 5.051062e+05 +115 3.168906e+05 +116 2.638615e+05 +117 2.027789e+05 +118 2.103948e+05 +119 1.350970e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ITR,AR,1.4623117446899414,"48 18927.626953 +49 73858.617188 +50 52172.730469 +51 52182.628906 +52 52212.542969 +53 52212.542969 +54 72679.523438 +55 52209.746094 +56 225687.828125 +57 277732.687500 +58 9170.048828 +59 11245.259766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Transferencias LC 61_1989,AR,1.112133502960205,"48 33009.917969 +49 31850.500000 +50 31850.500000 +51 32236.960938 +52 26963.109375 +53 32236.966797 +54 31085.546875 +55 31078.521484 +56 32891.242188 +57 31683.355469 +58 31850.500000 +59 31881.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,IPTU,SARIMAX,2.1136152744293213,"102 8.327940e+04 +103 2.087411e+05 +104 1.466796e+05 +105 1.462696e+05 +106 1.462674e+05 +107 1.123172e+06 +108 3.952791e+06 +109 3.556401e+06 +110 1.254854e+06 +111 3.950405e+05 +112 4.007782e+05 +113 3.682365e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ISS,MLP,1.1987016201019287,"108 1.575072e+06 +109 1.920783e+06 +110 1.819162e+06 +111 1.943011e+06 +112 1.954843e+06 +113 2.109191e+06 +114 2.215819e+06 +115 2.364405e+06 +116 2.411240e+06 +117 2.516713e+06 +118 2.664905e+06 +119 2.724736e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ITBI,SES,0.9073278903961182,"107 202611.187500 +108 73558.007812 +109 164565.093750 +110 72278.781250 +111 166355.937500 +112 73971.250000 +113 38965.152344 +114 68215.632812 +115 70696.203125 +116 67554.562500 +117 71643.882812 +118 73964.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,IRRF,SARIMAX,0.956836462020874,"108 762815.750 +109 762815.750 +110 1043800.375 +111 1043800.375 +112 1043800.375 +113 1043800.375 +114 761602.750 +115 1043800.375 +116 1043800.375 +117 1043800.375 +118 1043800.375 +119 1049702.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do FPM,SARIMAX,1.1095147132873535,"108 2777075.5 +109 3787537.0 +110 2228186.5 +111 2425841.0 +112 2777703.5 +113 2774170.5 +114 2777703.5 +115 2228186.5 +116 2236086.5 +117 2109266.5 +118 2777703.5 +119 3787537.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,HWES,1.3523495197296143,"108 5223575.5 +109 4317881.5 +110 4943053.0 +111 5118810.5 +112 5287632.5 +113 5156409.0 +114 5128639.5 +115 5277389.5 +116 5245535.5 +117 5130257.0 +118 5287632.5 +119 5288469.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,MLP,1.5176477432250977,"108 1.205683e+06 +109 3.586343e+05 +110 4.569353e+05 +111 1.024226e+06 +112 4.625109e+05 +113 2.613666e+05 +114 2.293102e+05 +115 1.503514e+05 +116 1.483453e+05 +117 1.314885e+05 +118 1.552473e+05 +119 1.417375e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do ITR,XGBoost,1.3911848068237305,"106 210.722229 +107 264.251251 +108 380.398010 +109 292.133606 +110 283.814850 +111 349.532959 +112 292.133606 +113 292.129791 +114 7209.746094 +115 4303.446289 +116 -240.272842 +117 -240.272842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Transferencias LC 61_1989,AR,0.9001214504241943,"108 45223.277344 +109 45113.312500 +110 49212.035156 +111 39831.089844 +112 39508.925781 +113 45821.050781 +114 45879.789062 +115 47748.613281 +116 40658.644531 +117 43139.566406 +118 45375.117188 +119 38074.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,IPTU,AR,1.1741886138916016,"106 8793.688477 +107 9225.181641 +108 14644.680664 +109 14029.520508 +110 111626.789062 +111 9149.081055 +112 10088.986328 +113 8263.447266 +114 9225.176758 +115 9149.081055 +116 10088.986328 +117 10010.576172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ISS,SARIMAX,0.8788442611694336,"108 37986.625000 +109 38141.878906 +110 31371.234375 +111 31371.117188 +112 31087.691406 +113 33140.910156 +114 33140.910156 +115 36368.843750 +116 33197.054688 +117 33140.910156 +118 33140.910156 +119 33140.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ITBI,HWES,1.299809455871582,"108 -1534.324829 +109 -667.599609 +110 4178.576660 +111 3056.861328 +112 2960.360352 +113 2490.851562 +114 5581.107910 +115 3488.717041 +116 3524.304443 +117 2425.516113 +118 2504.337158 +119 1501.823975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,IRRF,HWES,0.9003074169158936,"108 32322.472656 +109 32322.472656 +110 32322.472656 +111 32322.472656 +112 32322.472656 +113 33691.683594 +114 33266.609375 +115 33222.238281 +116 33262.707031 +117 33262.847656 +118 33225.085938 +119 34588.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do FPM,MLP,0.9430370330810547,"107 1.065471e+06 +108 1.053000e+06 +109 1.033050e+06 +110 1.035167e+06 +111 1.029733e+06 +112 1.020153e+06 +113 1.008894e+06 +114 9.923111e+05 +115 9.932638e+05 +116 9.946021e+05 +117 9.946280e+05 +118 9.721333e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9228994846343994,"107 694487.1875 +108 656804.5625 +109 625286.8750 +110 621818.6875 +111 587890.8750 +112 656859.5625 +113 644890.8125 +114 642642.1875 +115 653913.1875 +116 741172.1250 +117 652766.3750 +118 744892.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,MLP,1.53257155418396,"106 176015.585443 +107 69613.722764 +108 77767.812525 +109 101720.803976 +110 77990.103525 +111 37332.789019 +112 33140.560810 +113 31257.712738 +114 31024.323467 +115 30515.920882 +116 30996.369083 +117 242763.101713 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ITR,HWES,1.0782256126403809,"79 167.738068 +80 589.997070 +81 1169.537964 +82 1233.125610 +83 472.762177 +84 472.380798 +85 472.380798 +86 2386.313232 +87 1763.062744 +88 1761.163086 +89 2386.323730 +90 2386.323975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Transferencias LC 61_1989,XGBoost,1.5209150314331055,"60 7017.220215 +61 6219.732910 +62 6689.749512 +63 6729.072266 +64 7006.919434 +65 6869.513672 +66 6869.503906 +67 6960.459473 +68 6921.781738 +69 8103.781738 +70 6954.098633 +71 6860.749512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,IPTU,SES,1.55904221534729,"104 3.848878e+05 +105 4.196476e+05 +106 2.207912e+06 +107 2.201230e+06 +108 4.162810e+05 +109 4.195343e+05 +110 4.362376e+05 +111 4.383346e+05 +112 4.362376e+05 +113 3.844218e+05 +114 4.383692e+05 +115 3.709238e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ISS,SARIMAX,1.0686087608337402,"108 1783202.125 +109 1819760.125 +110 1819681.125 +111 1780852.875 +112 1780852.875 +113 1780852.875 +114 1780852.875 +115 1783123.125 +116 1783123.125 +117 1780852.875 +118 1819760.125 +119 1783123.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ITBI,SES,2.3080313205718994,"108 356330.81250 +109 340454.53125 +110 333530.50000 +111 315994.34375 +112 315994.34375 +113 320813.03125 +114 299931.06250 +115 300207.56250 +116 247800.59375 +117 247800.59375 +118 256513.56250 +119 247800.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,IRRF,XGBoost,0.938697338104248,"107 1232648.375 +108 1237422.000 +109 1237422.000 +110 1232460.250 +111 1232460.250 +112 1232470.375 +113 1232470.375 +114 1232470.375 +115 1231552.000 +116 1232470.375 +117 1232470.375 +118 1232460.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do FPM,HWES,0.8492748737335205,"108 3076675.50 +109 3062042.25 +110 2714171.50 +111 2333476.50 +112 3070739.75 +113 3055983.50 +114 2930973.25 +115 2165381.50 +116 2729784.75 +117 2667993.50 +118 2929557.75 +119 2730317.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,HWES,1.0036108493804932,"108 4463811.0 +109 4352086.0 +110 4343069.0 +111 4282895.0 +112 4558564.0 +113 4463705.0 +114 4448723.0 +115 4314740.5 +116 4650854.0 +117 4558564.0 +118 4463705.0 +119 4557662.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,MLP,1.597517967224121,"108 1.638578e+06 +109 6.390450e+05 +110 6.581562e+05 +111 1.134280e+06 +112 1.062617e+06 +113 5.351528e+05 +114 3.756558e+05 +115 3.509504e+05 +116 1.648970e+05 +117 1.977464e+05 +118 1.991073e+05 +119 8.039735e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ITR,XGBoost,1.5972325801849365,"100 367.380341 +101 1362.228271 +102 2682.821289 +103 1341.718140 +104 299.809082 +105 2017.282715 +106 2017.283569 +107 1723.508545 +108 1417.240967 +109 6636.029297 +110 126.872971 +111 325.689178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Transferencias LC 61_1989,SES,1.0913591384887695,"108 42545.949219 +109 35861.085938 +110 45699.453125 +111 44223.246094 +112 46869.734375 +113 43693.988281 +114 44691.816406 +115 47551.273438 +116 47309.578125 +117 40606.949219 +118 46098.234375 +119 46725.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,IPTU,XGBoost,2.5558741092681885,"108 9.383119e+05 +109 1.696262e+06 +110 5.437021e+05 +111 6.061833e+05 +112 6.058169e+05 +113 6.060978e+05 +114 6.785778e+05 +115 5.584069e+05 +116 5.541632e+05 +117 6.139092e+05 +118 5.658498e+05 +119 6.300739e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ISS,SES,1.0418977737426758,"108 1508570.500 +109 1144853.000 +110 1143663.125 +111 1508581.750 +112 1143663.125 +113 1508570.500 +114 1508570.500 +115 1508570.500 +116 1508570.500 +117 1508570.500 +118 1508570.500 +119 1508570.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ITBI,SES,1.4481697082519531,"108 345271.56250 +109 363870.90625 +110 390301.25000 +111 384071.68750 +112 345113.37500 +113 362690.56250 +114 362904.65625 +115 412555.40625 +116 342312.09375 +117 352192.75000 +118 358931.87500 +119 362690.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,IRRF,XGBoost,1.0221107006072998,"108 1.038364e+06 +109 1.038352e+06 +110 1.038364e+06 +111 1.097247e+06 +112 1.038310e+06 +113 1.038352e+06 +114 8.773436e+05 +115 1.038310e+06 +116 1.038310e+06 +117 1.038364e+06 +118 1.038352e+06 +119 1.038352e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do FPM,SARIMAX,1.044973611831665,"108 4926897.0 +109 6943817.5 +110 4183642.0 +111 4656051.0 +112 4926880.5 +113 4770820.0 +114 4926880.5 +115 4183642.0 +116 4183642.0 +117 3671724.0 +118 4926880.5 +119 6943817.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,HWES,0.8631558418273926,"108 2323191.500 +109 1930874.125 +110 1939290.250 +111 2336285.750 +112 2431376.750 +113 2303380.750 +114 2364625.500 +115 2364740.500 +116 2364740.500 +117 2482480.500 +118 2360500.000 +119 2393489.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,MLP,1.4670894145965576,"108 2.021512e+06 +109 9.021384e+05 +110 1.228028e+06 +111 2.020344e+06 +112 1.725079e+06 +113 7.531466e+05 +114 6.675845e+05 +115 5.291402e+05 +116 4.223858e+05 +117 3.330692e+05 +118 2.881449e+05 +119 1.625292e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do ITR,XGBoost,1.3855550289154053,"106 2452.236084 +107 4519.228516 +108 3916.895996 +109 9869.402344 +110 4977.399414 +111 4275.138672 +112 4928.105469 +113 3749.626709 +114 14931.596680 +115 32905.371094 +116 3823.169678 +117 4275.138672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,IPTU,SARIMAX,1.650162935256958,"103 22953.972656 +104 26177.470703 +105 39631.000000 +106 66220.796875 +107 394128.656250 +108 456177.937500 +109 34518.281250 +110 35492.453125 +111 35492.453125 +112 35838.023438 +113 128212.695312 +114 39631.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ISS,SARIMAX,0.8356800079345703,"108 73399.953125 +109 69572.375000 +110 75722.398438 +111 118336.242188 +112 117537.421875 +113 118336.242188 +114 117537.421875 +115 118336.242188 +116 118336.242188 +117 118085.804688 +118 118024.734375 +119 118336.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ITBI,XGBoost,1.9572925567626953,"108 37827.714844 +109 41782.484375 +110 38121.500000 +111 54403.335938 +112 360044.718750 +113 96058.695312 +114 128283.593750 +115 30288.945312 +116 29553.988281 +117 26242.384766 +118 22415.546875 +119 30715.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,IRRF,Prophet,1.3620593547821045,"108 143733.250000 +109 103934.679688 +110 134824.875000 +111 135942.093750 +112 134824.875000 +113 134824.875000 +114 134824.875000 +115 135942.093750 +116 134824.875000 +117 135942.093750 +118 134824.875000 +119 143026.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do FPM,SARIMAX,1.0419509410858154,"108 1.317438e+06 +109 1.893768e+06 +110 1.030039e+06 +111 1.140757e+06 +112 1.317698e+06 +113 1.262566e+06 +114 1.317698e+06 +115 1.030039e+06 +116 1.030039e+06 +117 9.354792e+05 +118 1.317698e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,SES,0.9032187461853027,"108 1724340.750 +109 1740777.625 +110 1851270.000 +111 1945195.375 +112 1922685.375 +113 1911537.875 +114 1911560.000 +115 1945195.375 +116 1945195.375 +117 1881289.125 +118 1911560.000 +119 1881289.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,MLP,1.5724332332611084,"108 520350.338307 +109 138946.080527 +110 173921.793031 +111 299758.415533 +112 220334.009717 +113 123359.526332 +114 118140.563140 +115 85667.024808 +116 74408.633645 +117 66423.634865 +118 65675.860928 +119 387981.982810 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do ITR,SARIMAX,1.4788563251495361,"108 18919.609375 +109 11818.819336 +110 11441.887695 +111 11516.190430 +112 17396.927734 +113 11507.179688 +114 11316.021484 +115 11818.819336 +116 20405.482422 +117 342006.625000 +118 32337.347656 +119 18809.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Transferencias LC 61_1989,AR,1.2143499851226807,"108 14390.446289 +109 14106.232422 +110 14794.557617 +111 15562.809570 +112 14330.667969 +113 14484.703125 +114 13886.227539 +115 14893.376953 +116 15021.044922 +117 15363.939453 +118 15067.797852 +119 14265.642578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,IPTU,AR,1.76948881149292,"106 85632.687500 +107 143712.796875 +108 392134.750000 +109 331587.906250 +110 371067.718750 +111 798302.625000 +112 786073.937500 +113 562460.437500 +114 561195.500000 +115 561195.500000 +116 564117.812500 +117 562460.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ISS,MLP,0.8623042106628418,"108 224646.167569 +109 225458.268969 +110 225384.640854 +111 222289.141606 +112 218948.819093 +113 215838.934575 +114 212148.486570 +115 208365.002638 +116 204488.982665 +117 198465.034924 +118 197300.934011 +119 191099.312396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ITBI,HWES,1.0283584594726562,"108 451770.18750 +109 450470.34375 +110 450590.96875 +111 454508.21875 +112 450121.40625 +113 453685.90625 +114 450768.93750 +115 450768.93750 +116 451543.75000 +117 450768.93750 +118 452459.96875 +119 450775.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,IRRF,SARIMAX,0.7900373935699463,"107 465888.81250 +108 470807.03125 +109 479013.03125 +110 465888.81250 +111 479014.25000 +112 718147.37500 +113 527721.56250 +114 465888.81250 +115 465888.81250 +116 518015.06250 +117 465888.81250 +118 779160.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do FPM,SARIMAX,0.89742112159729,"108 3015324.75 +109 5050049.00 +110 2760309.75 +111 3015324.75 +112 3483073.75 +113 3317327.75 +114 5050049.00 +115 2760309.75 +116 2765050.50 +117 2758104.75 +118 3483073.75 +119 5050049.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,HWES,1.1607365608215332,"108 2305312.00 +109 1985876.25 +110 2110845.50 +111 2271343.25 +112 2407420.75 +113 2287505.25 +114 2320057.50 +115 2602783.75 +116 2544381.25 +117 2226682.75 +118 2367177.00 +119 2501178.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,MLP,2.080864906311035,"108 977056.518123 +109 358243.069549 +110 546179.754038 +111 844731.734032 +112 538934.579879 +113 251578.551260 +114 198857.069003 +115 147677.137673 +116 132701.174996 +117 127726.805674 +118 127835.534741 +119 859391.494567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do ITR,XGBoost,1.865556240081787,"107 665.148804 +108 771.255432 +109 153.587143 +110 153.592117 +111 375.314819 +112 1096.849365 +113 1073.955811 +114 859.963379 +115 25894.875000 +116 58259.101562 +117 3411.297119 +118 1257.597656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Transferencias LC 61_1989,XGBoost,0.8480563163757324,"108 20936.568359 +109 21901.312500 +110 21186.480469 +111 22230.285156 +112 21127.066406 +113 19236.083984 +114 22170.496094 +115 19801.929688 +116 19767.576172 +117 20257.667969 +118 23536.611328 +119 24581.619141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,IPTU,MLP,1.4833052158355713,"106 34007.746535 +107 140501.342964 +108 54427.567706 +109 14063.377436 +110 8569.143112 +111 10689.273538 +112 10424.809219 +113 10885.750953 +114 9266.873341 +115 9885.087067 +116 16250.439069 +117 12531.996039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ISS,Prophet,1.7381558418273926,"108 17201.359375 +109 17259.519531 +110 17275.699219 +111 17027.695312 +112 16748.775391 +113 16154.912109 +114 16138.455078 +115 16162.677734 +116 16165.197266 +117 16164.575195 +118 15724.829102 +119 16229.912109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ITBI,SARIMAX,1.8191184997558594,"105 3409.310303 +106 8569.027344 +107 9859.117188 +108 8324.009766 +109 12741.733398 +110 11733.841797 +111 8568.970703 +112 8568.992188 +113 7787.819824 +114 8268.902344 +115 9845.302734 +116 8407.774414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,IRRF,XGBoost,1.296999216079712,"108 53266.015625 +109 53266.015625 +110 53266.015625 +111 53266.015625 +112 52140.105469 +113 52136.144531 +114 53266.015625 +115 53266.015625 +116 52140.105469 +117 53266.015625 +118 53266.015625 +119 53266.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do FPM,SARIMAX,0.9733695983886719,"108 1.306757e+06 +109 1.759683e+06 +110 1.077208e+06 +111 1.224904e+06 +112 1.172786e+06 +113 1.224649e+06 +114 1.172873e+06 +115 1.077208e+06 +116 1.077208e+06 +117 1.005410e+06 +118 1.172786e+06 +119 1.759683e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,HWES,0.7353041172027588,"108 655012.7500 +109 554548.4375 +110 571389.5000 +111 625220.7500 +112 679615.6250 +113 546454.0000 +114 667884.2500 +115 625220.7500 +116 665122.3750 +117 625220.7500 +118 679615.6250 +119 664375.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,XGBoost,0.9442129135131836,"107 97056.921875 +108 23967.712891 +109 24325.134766 +110 59428.363281 +111 26404.849609 +112 23356.144531 +113 22462.263672 +114 30138.136719 +115 17463.484375 +116 17715.437500 +117 95587.601562 +118 105511.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ITR,AR,1.1889855861663818,"81 842.134644 +82 397.843353 +83 90.615822 +84 493.953094 +85 482.820465 +86 2028.692017 +87 2150.008789 +88 2150.934326 +89 2148.667236 +90 2148.714111 +91 2145.184082 +92 2147.787842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Transferencias LC 61_1989,XGBoost,1.2046926021575928,"108 6591.576172 +109 6483.393555 +110 6793.989746 +111 6287.458496 +112 6471.542480 +113 6622.164062 +114 6541.261230 +115 6402.268066 +116 6429.183594 +117 6298.254883 +118 7007.560547 +119 6300.689453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,IPTU,XGBoost,1.612192153930664,"103 1.920861e+05 +104 2.989575e+05 +105 1.115971e+06 +106 5.306132e+06 +107 6.973825e+05 +108 6.962708e+05 +109 6.509969e+05 +110 6.493822e+05 +111 6.436781e+05 +112 2.448245e+05 +113 2.272753e+05 +114 2.440277e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ISS,XGBoost,1.2373056411743164,"108 1468889.375 +109 1425999.625 +110 1516266.000 +111 1484133.625 +112 1508792.250 +113 1484133.625 +114 1521465.375 +115 1508792.250 +116 1508792.250 +117 1484133.625 +118 1508792.250 +119 1484133.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ITBI,SARIMAX,1.4007902145385742,"102 454171.50000 +103 521872.75000 +104 515101.65625 +105 308019.81250 +106 494893.09375 +107 463740.00000 +108 515101.65625 +109 452183.71875 +110 518960.93750 +111 494893.09375 +112 494892.65625 +113 494893.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,IRRF,Prophet,1.0909092426300049,"108 577921.6875 +109 572731.8750 +110 573626.1875 +111 895770.8750 +112 895770.8750 +113 573626.1875 +114 573687.6875 +115 895770.8750 +116 573626.1875 +117 573626.1875 +118 895770.8750 +119 895770.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do FPM,SARIMAX,1.6574819087982178,"108 4352413.50 +109 6312564.50 +110 3625374.50 +111 3876061.50 +112 4352415.00 +113 4377775.50 +114 4352432.00 +115 3625374.50 +116 3614164.25 +117 3357241.25 +118 4352415.00 +119 6312564.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,HWES,0.8035516738891602,"108 6412297.0 +109 4966651.5 +110 6382837.0 +111 6591412.0 +112 6495165.5 +113 6474371.5 +114 6414871.0 +115 6591412.0 +116 6591412.0 +117 6495165.5 +118 6412492.0 +119 6495165.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,MLP,1.68930983543396,"108 2.665826e+06 +109 9.020561e+05 +110 1.167967e+06 +111 1.795804e+06 +112 1.548084e+06 +113 7.287997e+05 +114 6.005547e+05 +115 5.030172e+05 +116 4.393963e+05 +117 3.983025e+05 +118 3.623462e+05 +119 2.553730e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do ITR,XGBoost,1.3781840801239014,"108 45786.269531 +109 26997.757812 +110 28554.001953 +111 30174.601562 +112 44719.109375 +113 28554.001953 +114 36485.988281 +115 32614.628906 +116 426038.468750 +117 427672.062500 +118 44719.320312 +119 44719.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Transferencias LC 61_1989,SES,0.8830690383911133,"108 54344.945312 +109 50173.535156 +110 55684.792969 +111 59554.062500 +112 60867.531250 +113 57769.066406 +114 57721.031250 +115 55827.617188 +116 55825.164062 +117 55423.238281 +118 55815.824219 +119 59918.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,IPTU,SARIMAX,2.1557986736297607,"108 27927.242188 +109 62293.902344 +110 112413.273438 +111 61640.605469 +112 111884.312500 +113 111884.312500 +114 112336.421875 +115 18241.619141 +116 23922.962891 +117 18994.880859 +118 27552.421875 +119 28017.677734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ISS,Prophet,1.388214111328125,"108 115970.523438 +109 115353.304688 +110 117313.203125 +111 118616.601562 +112 118616.601562 +113 118616.601562 +114 117313.203125 +115 117313.203125 +116 117313.203125 +117 117313.203125 +118 118616.601562 +119 117313.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ITBI,HWES,0.9534728527069092,"108 30901.800781 +109 29156.181641 +110 83524.367188 +111 36888.472656 +112 60485.125000 +113 83506.031250 +114 43268.156250 +115 36879.535156 +116 31249.857422 +117 100700.007812 +118 60488.730469 +119 82289.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,IRRF,XGBoost,2.8575546741485596,"108 76635.078125 +109 111781.625000 +110 111769.515625 +111 111881.921875 +112 111769.546875 +113 111781.625000 +114 111769.515625 +115 111781.625000 +116 111781.625000 +117 111781.625000 +118 111769.546875 +119 111769.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do FPM,SARIMAX,0.9490671157836914,"108 1.321172e+06 +109 1.893769e+06 +110 1.031875e+06 +111 1.301916e+06 +112 1.321172e+06 +113 1.301916e+06 +114 1.321173e+06 +115 1.040319e+06 +116 1.040319e+06 +117 1.000518e+06 +118 1.321172e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,HWES,1.0395219326019287,"108 673632.9375 +109 564991.2500 +110 563509.5625 +111 624295.8125 +112 691061.1250 +113 677436.1875 +114 665315.1250 +115 646190.5000 +116 646190.5000 +117 628175.9375 +118 574145.3125 +119 628175.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,MLP,1.4980854988098145,"108 330148.384859 +109 115477.584537 +110 148600.210062 +111 223735.069153 +112 159991.443119 +113 69729.623197 +114 58746.003198 +115 43334.183928 +116 42299.879032 +117 41037.528640 +118 85506.528848 +119 523555.912342 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ITR,AR,2.2035653591156006,"100 5750.257812 +101 5750.263184 +102 11253.818359 +103 11251.467773 +104 11239.740234 +105 11247.335938 +106 11218.017578 +107 11212.108398 +108 6095.739746 +109 6106.210938 +110 11228.269531 +111 11251.467773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Transferencias LC 61_1989,SARIMAX,1.479905128479004,"60 5595.832520 +61 5606.330078 +62 5607.420898 +63 5481.267090 +64 5333.641113 +65 5895.315430 +66 5941.559082 +67 5326.897461 +68 4911.720215 +69 4945.808105 +70 6178.970703 +71 5697.994141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,IPTU,MLP,1.8634231090545654,"105 77058.372874 +106 84526.262731 +107 183259.468965 +108 267782.813463 +109 84227.572757 +110 84192.717815 +111 83763.981659 +112 87560.483238 +113 91414.146341 +114 96984.479216 +115 110252.322832 +116 120780.773960 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ISS,SARIMAX,0.944892406463623,"108 58081.078125 +109 65010.718750 +110 58081.214844 +111 66762.156250 +112 66762.281250 +113 66762.281250 +114 66762.281250 +115 66762.281250 +116 66762.281250 +117 66762.281250 +118 66762.281250 +119 66762.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ITBI,MLP,1.4596402645111084,"108 23134.910417 +109 22098.965994 +110 23174.352089 +111 12889.170776 +112 19936.922988 +113 22118.223267 +114 20916.385948 +115 18641.990042 +116 20556.744281 +117 19137.621814 +118 21645.012677 +119 19555.808127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,IRRF,SARIMAX,2.346468687057495,"108 73200.195312 +109 73275.148438 +110 143171.328125 +111 88940.140625 +112 94799.539062 +113 94799.539062 +114 94799.539062 +115 94799.539062 +116 94799.539062 +117 88939.953125 +118 94799.539062 +119 143171.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do FPM,SARIMAX,0.7934162616729736,"108 1.506627e+06 +109 1.893769e+06 +110 1.129938e+06 +111 1.218637e+06 +112 1.508424e+06 +113 1.409323e+06 +114 1.508248e+06 +115 1.129938e+06 +116 1.129972e+06 +117 1.014828e+06 +118 1.893769e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,HWES,0.7570598125457764,"108 1.037503e+06 +109 9.612405e+05 +110 9.657629e+05 +111 1.046514e+06 +112 1.044759e+06 +113 1.036482e+06 +114 1.038171e+06 +115 1.048608e+06 +116 1.048608e+06 +117 1.045837e+06 +118 1.040254e+06 +119 1.045397e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,MLP,2.064197540283203,"108 310390.507174 +109 139568.417577 +110 140451.802936 +111 212455.733454 +112 175801.281935 +113 103898.273454 +114 182902.758041 +115 62154.205631 +116 84962.503742 +117 58710.208108 +118 53983.255028 +119 313554.041809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ITR,AR,1.5099921226501465,"91 1181.396973 +92 1152.846924 +93 1152.846802 +94 1153.281250 +95 1153.281250 +96 1153.281250 +97 10564.598633 +98 2115.688232 +99 10565.359375 +100 10564.585938 +101 2115.688232 +102 2115.688232 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Transferencias LC 61_1989,XGBoost,1.336421251296997,"96 6789.316895 +97 6196.840332 +98 6178.142090 +99 6814.427246 +100 6738.037109 +101 6781.633789 +102 6884.459473 +103 6735.782227 +104 6781.893066 +105 6918.862793 +106 6559.806152 +107 7459.124023 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,IPTU,XGBoost,2.328333616256714,"94 26668.757812 +95 27128.005859 +96 27199.498047 +97 28275.994141 +98 37531.359375 +99 14058.156250 +100 17888.244141 +101 14793.173828 +102 13235.363281 +103 20061.822266 +104 27698.232422 +105 27697.744141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ISS,SES,1.0023798942565918,"99 76920.320312 +100 75027.632812 +101 75329.914062 +102 73401.820312 +103 72962.835938 +104 75027.632812 +105 74495.710938 +106 75329.914062 +107 74495.710938 +108 75159.867188 +109 74495.710938 +110 73920.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ITBI,Prophet,1.0590410232543945,"99 86925.914062 +100 77460.726562 +101 81675.171875 +102 60351.996094 +103 76328.351562 +104 86790.367188 +105 77460.726562 +106 77460.726562 +107 56249.960938 +108 43594.125000 +109 43584.328125 +110 46091.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,IRRF,XGBoost,1.0649828910827637,"99 172454.37500 +100 172628.40625 +101 172448.81250 +102 172628.40625 +103 172334.12500 +104 172628.40625 +105 172568.65625 +106 172334.12500 +107 172266.03125 +108 172568.65625 +109 172266.03125 +110 172454.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do FPM,MLP,1.5759766101837158,"99 1.177192e+06 +100 1.360288e+06 +101 1.205773e+06 +102 1.293290e+06 +103 1.370050e+06 +104 1.334351e+06 +105 1.498159e+06 +106 1.257935e+06 +107 1.283212e+06 +108 1.260347e+06 +109 1.426616e+06 +110 1.819478e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,SES,0.8216748237609863,"99 679375.2500 +100 676203.6875 +101 663414.0625 +102 699460.6875 +103 699527.8125 +104 877191.4375 +105 711445.5625 +106 698846.0000 +107 698846.0000 +108 698913.1875 +109 742846.3125 +110 675109.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,XGBoost,1.357064962387085,"98 164184.87500 +99 264129.25000 +100 269265.09375 +101 174269.65625 +102 266795.06250 +103 307771.06250 +104 307581.81250 +105 307837.68750 +106 307581.81250 +107 307837.68750 +108 305170.12500 +109 163575.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ITR,XGBoost,2.1443734169006348,"89 325.908447 +90 2973.694092 +91 1090.421631 +92 1760.619507 +93 1865.729980 +94 1750.114746 +95 10595.280273 +96 10042.651367 +97 353.519592 +98 10622.672852 +99 1764.652222 +100 1090.421631 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,2.039287567138672,"101 2040.949219 +102 1915.497559 +103 2034.701416 +104 2034.701416 +105 47690.089844 +106 284111.125000 +107 1246.937988 +108 1576.193604 +109 1582.817505 +110 1631.524902 +111 2008.941895 +112 2215.326904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,XGBoost,1.2996830940246582,"108 18817.832031 +109 16845.894531 +110 19438.097656 +111 16875.353516 +112 19438.197266 +113 17218.035156 +114 16739.996094 +115 15249.429688 +116 15249.429688 +117 15116.825195 +118 15116.825195 +119 16245.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,SARIMAX,1.3284962177276611,"106 14920.206055 +107 14716.328125 +108 14711.811523 +109 13747.427734 +110 15398.818359 +111 14729.663086 +112 14235.410156 +113 16066.635742 +114 15075.109375 +115 16195.998047 +116 10541.965820 +117 11693.122070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,IRRF,XGBoost,1.0182857513427734,"108 89372.828125 +109 89372.828125 +110 104065.664062 +111 104064.500000 +112 104064.484375 +113 89372.828125 +114 104086.398438 +115 104065.664062 +116 104064.484375 +117 104065.664062 +118 104086.398438 +119 104065.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do FPM,SARIMAX,1.286773920059204,"108 1.388695e+06 +109 1.893768e+06 +110 1.098604e+06 +111 1.199876e+06 +112 1.388695e+06 +113 1.374141e+06 +114 1.388695e+06 +115 1.098604e+06 +116 1.102224e+06 +117 1.030641e+06 +118 1.388695e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,HWES,0.8186910152435303,"108 580853.43750 +109 461499.21875 +110 563592.50000 +111 577511.31250 +112 579261.81250 +113 572861.81250 +114 581688.56250 +115 577441.43750 +116 577441.43750 +117 573221.62500 +118 572238.06250 +119 573015.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,XGBoost,1.3502178192138672,"108 77069.203125 +109 26597.078125 +110 52778.386719 +111 100118.953125 +112 76320.531250 +113 19084.433594 +114 11561.076172 +115 17727.138672 +116 12243.495117 +117 10702.193359 +118 9835.828125 +119 76829.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ITR,MLP,0.8723278045654297,"72 -3348.692793 +73 8397.812752 +74 9060.870361 +75 9523.536666 +76 9986.504999 +77 10442.054166 +78 10945.651558 +79 11461.326101 +80 4679.286202 +81 -5874.914678 +82 5451.262653 +83 4875.370990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Transferencias LC 61_1989,SARIMAX,1.2794406414031982,"96 4588.987793 +97 4778.258301 +98 4714.712891 +99 4701.261719 +100 4822.207031 +101 4854.607910 +102 4756.862793 +103 4801.331055 +104 4942.696777 +105 4812.073730 +106 4620.470703 +107 4693.478027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,IPTU,HWES,1.8253734111785889,"108 1.072376e+05 +109 1.594908e+05 +110 7.980598e+04 +111 3.855605e+05 +112 2.287051e+06 +113 4.257725e+05 +114 4.179814e+05 +115 4.183634e+05 +116 6.209568e+05 +117 4.168553e+05 +118 6.281765e+05 +119 6.281762e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ISS,SARIMAX,0.8688561916351318,"108 683851.4375 +109 677128.0625 +110 683851.4375 +111 683851.0625 +112 683851.4375 +113 683851.0625 +114 683851.0625 +115 683851.0625 +116 683851.0625 +117 683851.0625 +118 683851.0625 +119 683851.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ITBI,MLP,1.0491926670074463,"108 131859.850657 +109 129071.153086 +110 137269.981620 +111 118703.016534 +112 114405.795664 +113 107670.137007 +114 117912.311333 +115 117119.198097 +116 115259.913529 +117 111626.319479 +118 114314.629495 +119 104633.589615 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,IRRF,XGBoost,1.0608057975769043,"108 616958.0625 +109 599521.7500 +110 616958.0625 +111 616958.0625 +112 616958.0625 +113 616958.0625 +114 616958.0625 +115 616958.0625 +116 616958.0625 +117 616958.0625 +118 616958.0625 +119 832525.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do FPM,SARIMAX,1.3777821063995361,"108 3258326.75 +109 2949971.00 +110 2414185.50 +111 2449332.00 +112 3152691.75 +113 3266151.25 +114 3258912.25 +115 2632458.50 +116 2666772.00 +117 2633032.50 +118 3258912.25 +119 4413293.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,HWES,0.8370361328125,"108 3198321.00 +109 2963652.50 +110 2956286.00 +111 3185890.75 +112 3244074.00 +113 3198321.00 +114 3254475.25 +115 3254475.25 +116 3254475.25 +117 3244074.00 +118 3185890.75 +119 3244074.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,MLP,1.887545108795166,"108 1.541346e+06 +109 4.212954e+05 +110 5.894639e+05 +111 9.877835e+05 +112 6.953195e+05 +113 3.352437e+05 +114 2.733887e+05 +115 1.851369e+05 +116 1.381787e+05 +117 9.669912e+04 +118 7.492426e+04 +119 9.183115e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do ITR,HWES,1.3994638919830322,"35 509.330750 +36 509.330750 +37 509.330750 +38 509.330750 +39 509.330750 +40 512.895569 +41 1114.035278 +42 509.330750 +43 14062.428711 +44 15088.942383 +45 547.934814 +46 547.934814 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Transferencias LC 61_1989,AR,1.0120866298675537,"96 19928.017578 +97 18642.953125 +98 22772.306641 +99 22782.105469 +100 22169.392578 +101 23854.767578 +102 23029.867188 +103 21229.296875 +104 21229.593750 +105 20981.689453 +106 21324.625000 +107 22495.917969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,IPTU,AR,2.1100010871887207,"108 1.399388e+06 +109 1.857373e+06 +110 1.579796e+07 +111 1.610934e+06 +112 1.651656e+06 +113 1.611611e+06 +114 1.485016e+06 +115 1.484339e+06 +116 1.533025e+06 +117 1.520892e+06 +118 1.685576e+06 +119 9.373528e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ISS,SARIMAX,1.5197384357452393,"108 2691637.50 +109 2700811.75 +110 2691637.50 +111 2700898.75 +112 2691637.50 +113 2691637.50 +114 2700811.75 +115 2691637.50 +116 2691637.50 +117 2691637.50 +118 2691637.50 +119 2691637.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ITBI,XGBoost,0.9313840866088867,"108 431781.75000 +109 427768.40625 +110 543554.06250 +111 497002.59375 +112 431724.53125 +113 426850.46875 +114 497199.59375 +115 543267.06250 +116 431246.06250 +117 496851.93750 +118 389497.18750 +119 405046.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,IRRF,XGBoost,2.887493133544922,"108 4434091.0 +109 4249809.0 +110 4249809.0 +111 4249809.0 +112 4249809.0 +113 4249809.0 +114 4249809.0 +115 4249809.0 +116 4249809.0 +117 4249809.0 +118 4249809.0 +119 4434091.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do FPM,SARIMAX,1.4747869968414307,"108 6135571.5 +109 8837585.0 +110 4780337.0 +111 4846010.5 +112 6144348.5 +113 4398845.5 +114 8837585.0 +115 4780337.0 +116 4793085.5 +117 4428757.0 +118 6144348.5 +119 8837585.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,HWES,0.8848509788513184,"108 6860531.0 +109 6151951.5 +110 6186699.5 +111 6591457.0 +112 7285897.0 +113 7076011.5 +114 6846131.0 +115 7276893.0 +116 6846113.5 +117 6680637.5 +118 7076019.0 +119 6680637.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,MLP,2.5148072242736816,"108 6.890428e+06 +109 2.036183e+06 +110 2.433713e+06 +111 3.753078e+06 +112 3.512706e+06 +113 1.654042e+06 +114 1.351540e+06 +115 8.862427e+05 +116 7.389568e+05 +117 6.040825e+05 +118 5.782916e+05 +119 5.416605e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do ITR,AR,1.782466173171997,"108 14381.436523 +109 15974.399414 +110 13972.076172 +111 14055.909180 +112 14494.819336 +113 25239.443359 +114 14381.436523 +115 25239.443359 +116 61922.582031 +117 148073.828125 +118 25381.796875 +119 23019.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Transferencias LC 61_1989,XGBoost,0.943962574005127,"108 61903.804688 +109 57069.410156 +110 59228.929688 +111 55248.460938 +112 59123.699219 +113 66576.539062 +114 60961.093750 +115 59451.828125 +116 58968.726562 +117 64027.398438 +118 56991.589844 +119 56190.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,IPTU,AR,1.7371342182159424,"108 407427.343750 +109 111458.046875 +110 24235.359375 +111 23004.798828 +112 23702.312500 +113 24737.255859 +114 27206.201172 +115 32590.716797 +116 29891.447266 +117 24241.861328 +118 26567.486328 +119 25703.451172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ISS,SARIMAX,1.480562448501587,"108 70998.429688 +109 71512.953125 +110 79646.390625 +111 71961.453125 +112 79359.945312 +113 71961.453125 +114 71570.984375 +115 71648.148438 +116 80040.421875 +117 79783.257812 +118 70753.781250 +119 76581.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ITBI,SES,1.1457042694091797,"108 17277.054688 +109 11973.306641 +110 19026.609375 +111 19701.826172 +112 12374.921875 +113 12371.539062 +114 14492.509766 +115 13524.140625 +116 10921.349609 +117 8087.735352 +118 8739.720703 +119 5710.266602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,IRRF,Prophet,1.1579923629760742,"108 177219.234375 +109 107264.843750 +110 177219.234375 +111 177219.234375 +112 107264.843750 +113 177219.234375 +114 107264.843750 +115 107264.843750 +116 177219.234375 +117 177219.234375 +118 177219.234375 +119 177219.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do FPM,HWES,0.9313912391662598,"108 1.353580e+06 +109 1.893769e+06 +110 1.099574e+06 +111 1.178578e+06 +112 1.353580e+06 +113 1.371747e+06 +114 1.354591e+06 +115 1.099574e+06 +116 1.099674e+06 +117 1.035616e+06 +118 1.353580e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,MLP,0.8040945529937744,"108 571253.505075 +109 578428.495861 +110 583426.630752 +111 581627.964742 +112 575169.736654 +113 577703.066893 +114 576987.134917 +115 574143.696703 +116 571780.440056 +117 562023.486919 +118 563874.793979 +119 551819.508244 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,MLP,2.3442769050598145,"108 218580.379037 +109 46408.609259 +110 96886.226879 +111 133089.456363 +112 68850.270910 +113 52557.250086 +114 46361.387786 +115 30684.473445 +116 27916.094180 +117 20694.637302 +118 20951.998281 +119 193143.838212 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ITR,XGBoost,1.4156320095062256,"66 14.048472 +67 24.611961 +68 273.996735 +69 693.038696 +70 1325.841675 +71 1111.097900 +72 1099.810791 +73 35.933231 +74 25.779612 +75 23.532684 +76 258.270172 +77 90.952858 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Transferencias LC 61_1989,AR,0.779881477355957,"36 6462.488770 +37 5932.771484 +38 6404.425293 +39 6404.428711 +40 6404.428711 +41 6404.428711 +42 6404.983398 +43 6404.428711 +44 6404.428711 +45 5036.661133 +46 6404.428711 +47 6404.944336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,IPTU,HWES,1.7574124336242676,"107 16074.313477 +108 16088.391602 +109 125834.187500 +110 123574.875000 +111 77869.515625 +112 73324.617188 +113 73452.414062 +114 73987.015625 +115 73324.617188 +116 73324.664062 +117 73982.453125 +118 72672.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ISS,SARIMAX,1.2648606300354004,"108 40610.058594 +109 48438.503906 +110 49112.921875 +111 48190.476562 +112 40610.058594 +113 48641.531250 +114 40609.710938 +115 49483.308594 +116 48446.742188 +117 49112.921875 +118 48641.531250 +119 40609.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ITBI,XGBoost,1.3632969856262207,"105 16399.031250 +106 14721.718750 +107 15902.639648 +108 17856.488281 +109 15624.101562 +110 16609.771484 +111 14275.284180 +112 21068.498047 +113 14196.736328 +114 14612.171875 +115 12497.260742 +116 14373.700195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,IRRF,SARIMAX,0.9505939483642578,"108 52854.687500 +109 52591.660156 +110 52592.652344 +111 52629.687500 +112 52591.660156 +113 52556.589844 +114 52592.652344 +115 51499.812500 +116 52591.660156 +117 52556.589844 +118 52591.660156 +119 52629.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do FPM,SARIMAX,1.0238149166107178,"108 1643635.625 +109 1657740.625 +110 1104453.500 +111 1269521.750 +112 1348275.875 +113 1348223.625 +114 1076236.500 +115 1104453.500 +116 1104514.000 +117 1051375.750 +118 1657740.625 +119 1657740.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,HWES,0.8733971118927002,"108 910841.750 +109 912397.625 +110 912416.000 +111 914420.375 +112 917068.625 +113 913875.250 +114 914420.375 +115 918470.000 +116 918331.625 +117 915104.625 +118 914420.375 +119 915104.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,XGBoost,1.6289420127868652,"108 114304.921875 +109 65631.070312 +110 100009.304688 +111 114372.429688 +112 99519.101562 +113 29401.990234 +114 14989.579102 +115 14989.579102 +116 13395.667969 +117 14620.035156 +118 15625.194336 +119 100170.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ITR,XGBoost,1.3454844951629639,"85 2242.739258 +86 2421.423828 +87 4312.831055 +88 4310.452637 +89 4311.492676 +90 4311.200684 +91 4310.584473 +92 4312.159668 +93 2185.569092 +94 2185.569092 +95 4311.621582 +96 4312.159668 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Transferencias LC 61_1989,XGBoost,0.8888611793518066,"82 3853.997314 +83 5647.523438 +84 5560.487305 +85 5924.922852 +86 5738.955078 +87 5739.078613 +88 5739.252441 +89 5841.637695 +90 5925.399414 +91 4315.031738 +92 5752.728516 +93 5318.832520 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,IPTU,SARIMAX,1.2216875553131104,"93 3724.121826 +94 4587.837402 +95 79324.796875 +96 4231.631836 +97 3157.723633 +98 692.173645 +99 4462.322266 +100 12233.250977 +101 -158.718216 +102 3193.662842 +103 784.478271 +104 12227.270508 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ISS,SARIMAX,1.3276968002319336,"96 104795.093750 +97 103502.453125 +98 102653.656250 +99 102653.648438 +100 102901.687500 +101 103658.117188 +102 96114.820312 +103 117016.601562 +104 85891.984375 +105 114051.515625 +106 114057.812500 +107 120064.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ITBI,Prophet,1.4876246452331543,"80 625003.4375 +81 625551.4375 +82 625106.8750 +83 624903.5000 +84 625721.7500 +85 624969.8125 +86 625096.9375 +87 624973.0625 +88 625003.4375 +89 625574.1875 +90 625525.2500 +91 625106.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,IRRF,SARIMAX,1.1956243515014648,"96 90338.828125 +97 90320.632812 +98 101479.203125 +99 101479.203125 +100 101479.203125 +101 102050.507812 +102 102050.507812 +103 102050.507812 +104 102050.507812 +105 110498.960938 +106 110498.960938 +107 110498.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do FPM,XGBoost,3.0260963439941406,"96 1247741.875 +97 1238972.250 +98 1245281.625 +99 1247741.875 +100 1293073.500 +101 1247741.625 +102 1245281.625 +103 1247741.625 +104 1245281.625 +105 1245281.625 +106 1238972.250 +107 1238972.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,XGBoost,0.762688159942627,"96 539843.1250 +97 653773.1875 +98 653788.3125 +99 617607.3750 +100 654583.1250 +101 616041.8125 +102 617607.3750 +103 617607.3750 +104 616041.8125 +105 616139.1875 +106 562169.0000 +107 611157.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,SARIMAX,0.9914376735687256,"92 138077.406250 +93 57075.800781 +94 110189.257812 +95 138077.406250 +96 110103.929688 +97 57075.800781 +98 55805.636719 +99 110584.992188 +100 55613.324219 +101 55431.187500 +102 54982.921875 +103 138120.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ITR,MLP,3.015751838684082,"93 41771.667110 +94 22223.384569 +95 23468.789902 +96 38957.480227 +97 29631.213812 +98 27425.536167 +99 29541.111606 +100 32149.094258 +101 161987.311958 +102 432307.040219 +103 80030.342553 +104 58449.169107 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Transferencias LC 61_1989,XGBoost,1.0389552116394043,"48 11981.599609 +49 11703.531250 +50 11703.533203 +51 10785.970703 +52 10785.970703 +53 11703.531250 +54 11703.531250 +55 11981.308594 +56 11981.287109 +57 11981.287109 +58 11981.287109 +59 11980.978516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,IPTU,SARIMAX,1.5896825790405273,"107 57222.968750 +108 245957.046875 +109 205844.375000 +110 398175.656250 +111 244592.375000 +112 54757.203125 +113 244489.359375 +114 244592.375000 +115 54757.203125 +116 45554.128906 +117 28636.927734 +118 54757.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ISS,XGBoost,1.5270767211914062,"108 112242.328125 +109 112240.132812 +110 125208.695312 +111 126256.109375 +112 123236.281250 +113 121964.125000 +114 113617.695312 +115 122395.312500 +116 113617.695312 +117 123572.617188 +118 121968.421875 +119 109805.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ITBI,MLP,2.0133256912231445,"108 65691.730186 +109 67518.415023 +110 71357.082642 +111 72037.780586 +112 69819.490695 +113 68772.535367 +114 70799.927774 +115 71131.663770 +116 72363.031721 +117 73918.375003 +118 74564.472857 +119 74819.314634 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,IRRF,SARIMAX,1.193281888961792,"107 157333.859375 +108 157334.218750 +109 157334.218750 +110 157333.859375 +111 157334.218750 +112 157333.859375 +113 157333.859375 +114 157333.859375 +115 157334.218750 +116 157334.218750 +117 157333.859375 +118 157334.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do FPM,SARIMAX,1.9852747917175293,"108 1353248.125 +109 1310033.625 +110 1148938.875 +111 1185157.625 +112 1356244.500 +113 1235522.500 +114 1249955.125 +115 1148945.250 +116 1055535.625 +117 932818.875 +118 1247325.000 +119 1253768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8773500919342041,"108 1109595.500 +109 1140791.125 +110 1155020.375 +111 1223610.125 +112 1233158.875 +113 1159516.000 +114 1223610.125 +115 1223834.375 +116 1223834.375 +117 1233158.875 +118 1217395.375 +119 1233158.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,XGBoost,2.1649177074432373,"108 108539.210938 +109 142682.312500 +110 141897.500000 +111 150567.468750 +112 163514.968750 +113 107028.070312 +114 95335.382812 +115 64833.710938 +116 47589.531250 +117 99122.289062 +118 21958.826172 +119 113907.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ITR,XGBoost,1.5191571712493896,"103 7007.378906 +104 -1830.453369 +105 9627.348633 +106 374.014099 +107 5087.886719 +108 3166.138428 +109 39970.449219 +110 4737.071777 +111 688.361877 +112 249335.375000 +113 5282.904785 +114 1868.886230 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Transferencias LC 61_1989,AR,1.0187335014343262,"60 8137.166016 +61 9938.817383 +62 9733.493164 +63 9722.062500 +64 7431.185059 +65 7693.542480 +66 8368.401367 +67 7737.127441 +68 8108.216797 +69 8106.655273 +70 7743.828125 +71 8831.477539 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,IPTU,SARIMAX,1.4165375232696533,"108 142303.046875 +109 168654.953125 +110 187803.234375 +111 624568.625000 +112 168976.078125 +113 142670.265625 +114 130634.000000 +115 167679.093750 +116 126917.273438 +117 187802.500000 +118 242903.593750 +119 166259.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ISS,XGBoost,1.5685229301452637,"108 348182.12500 +109 342273.15625 +110 339471.96875 +111 344542.65625 +112 354393.87500 +113 348182.12500 +114 348182.12500 +115 344542.65625 +116 344542.65625 +117 354400.18750 +118 344327.03125 +119 348182.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ITBI,MLP,0.9589807987213135,"108 44582.023599 +109 39398.515525 +110 42274.729062 +111 43437.890745 +112 33424.913128 +113 25179.443453 +114 35082.671172 +115 34381.441682 +116 33991.231074 +117 37355.607273 +118 34160.985816 +119 35504.269090 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,IRRF,Prophet,1.036153793334961,"108 181858.21875 +109 213157.59375 +110 213321.37500 +111 389723.00000 +112 389723.00000 +113 171429.12500 +114 213321.37500 +115 213321.37500 +116 213321.37500 +117 213157.59375 +118 389723.00000 +119 389888.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do FPM,SARIMAX,0.9569170475006104,"108 3585267.25 +109 4418793.00 +110 3108066.25 +111 3590170.25 +112 4249444.50 +113 3591742.25 +114 4418793.00 +115 3108066.25 +116 3108066.25 +117 2854748.25 +118 3586676.25 +119 4418793.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,SES,1.9405028820037842,"108 1193250.875 +109 1545980.250 +110 1143930.500 +111 1306018.750 +112 1283275.500 +113 1134301.250 +114 1302579.500 +115 1287067.875 +116 1288528.500 +117 1400431.875 +118 1198912.750 +119 1363418.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,XGBoost,1.8052525520324707,"108 410142.937500 +109 239643.218750 +110 267335.031250 +111 375615.562500 +112 439828.125000 +113 207510.781250 +114 212137.953125 +115 214927.406250 +116 138722.437500 +117 133380.375000 +118 150133.453125 +119 320976.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ITR,HWES,1.7973713874816895,"108 15938.827148 +109 15509.896484 +110 14478.032227 +111 30619.369141 +112 40497.425781 +113 40485.429688 +114 40378.250000 +115 40809.984375 +116 11251.527344 +117 100511.140625 +118 40778.832031 +119 327408.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Transferencias LC 61_1989,XGBoost,1.0937888622283936,"72 13093.126953 +73 10463.092773 +74 16958.978516 +75 16049.547852 +76 16813.234375 +77 16034.420898 +78 16051.691406 +79 17712.429688 +80 16989.062500 +81 12686.135742 +82 16930.580078 +83 16190.905273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,IPTU,MLP,1.5000083446502686,"108 1.524245e+06 +109 2.065559e+06 +110 1.353336e+07 +111 3.097873e+06 +112 3.258158e+06 +113 3.027393e+06 +114 2.863462e+06 +115 3.245096e+06 +116 3.584842e+06 +117 3.272015e+06 +118 2.801362e+06 +119 3.982963e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ISS,SARIMAX,1.0175480842590332,"108 1813249.375 +109 1810808.000 +110 1811857.375 +111 1812183.625 +112 1810808.000 +113 1810808.000 +114 1813249.375 +115 1810808.000 +116 1812183.625 +117 1813249.375 +118 1810808.000 +119 1813249.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ITBI,XGBoost,1.7674856185913086,"108 490940.12500 +109 510296.09375 +110 535005.06250 +111 499285.00000 +112 536718.06250 +113 559338.06250 +114 405138.62500 +115 559435.87500 +116 377999.59375 +117 373596.71875 +118 423398.21875 +119 423398.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,IRRF,SARIMAX,0.942162275314331,"108 1.001441e+06 +109 1.138140e+06 +110 9.987663e+05 +111 2.336576e+06 +112 2.336576e+06 +113 2.098958e+06 +114 1.957314e+06 +115 2.098958e+06 +116 1.958914e+06 +117 2.098956e+06 +118 1.959554e+06 +119 2.336576e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do FPM,SARIMAX,1.0876402854919434,"108 4339851.00 +109 6312562.00 +110 3659264.25 +111 3801943.75 +112 5043992.00 +113 4357485.50 +114 5043992.00 +115 3659264.25 +116 3659264.25 +117 3317053.25 +118 5043992.00 +119 6312562.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,XGBoost,0.8907172679901123,"108 3785328.25 +109 3896990.00 +110 4005477.00 +111 3919194.50 +112 3831486.00 +113 3875032.50 +114 3919479.25 +115 3753165.75 +116 3753165.75 +117 3793524.50 +118 3881514.25 +119 3793524.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,SARIMAX,1.372535228729248,"99 1.770162e+06 +100 1.521412e+06 +101 1.602548e+06 +102 1.662802e+06 +103 2.064752e+06 +104 9.318241e+05 +105 5.629921e+05 +106 7.163872e+05 +107 4.718652e+05 +108 5.068918e+05 +109 1.441516e+05 +110 1.664015e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do ITR,HWES,1.5060324668884277,"108 18701.308594 +109 2833.848145 +110 2820.951660 +111 2800.883301 +112 2800.883301 +113 2798.920898 +114 2818.406250 +115 2817.056641 +116 14258.215820 +117 85353.843750 +118 18684.210938 +119 23686.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Transferencias LC 61_1989,SES,0.7303385734558105,"60 27085.902344 +61 30965.556641 +62 31021.912109 +63 34715.929688 +64 34400.804688 +65 34518.871094 +66 38104.675781 +67 41631.207031 +68 41351.949219 +69 35280.601562 +70 41242.988281 +71 35997.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,IPTU,Prophet,1.5395982265472412,"100 2.303349e+05 +101 1.805940e+05 +102 1.877707e+06 +103 1.877891e+06 +104 1.907314e+06 +105 2.756099e+06 +106 1.892691e+06 +107 1.892431e+06 +108 1.889598e+06 +109 1.889598e+06 +110 1.881938e+06 +111 1.889838e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ISS,MLP,1.1120901107788086,"104 8.429193e+06 +105 8.277163e+06 +106 7.975162e+06 +107 7.732256e+06 +108 7.659140e+06 +109 8.113684e+06 +110 8.071034e+06 +111 8.346665e+06 +112 8.188083e+06 +113 8.011462e+06 +114 8.990272e+06 +115 8.439941e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ITBI,XGBoost,2.1197617053985596,"104 393851.875000 +105 251010.046875 +106 233631.937500 +107 410185.906250 +108 418231.250000 +109 255618.656250 +110 420345.968750 +111 249171.703125 +112 204128.718750 +113 206236.968750 +114 373184.281250 +115 414353.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,IRRF,Prophet,1.1016299724578857,"104 920060.2500 +105 852731.5000 +106 920060.2500 +107 920060.2500 +108 920060.2500 +109 920060.2500 +110 920060.2500 +111 920060.2500 +112 920060.2500 +113 920060.2500 +114 920060.2500 +115 919942.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do FPM,MLP,1.4754586219787598,"104 3.534655e+06 +105 3.705473e+06 +106 3.381297e+06 +107 3.471678e+06 +108 3.535879e+06 +109 3.493790e+06 +110 3.620250e+06 +111 3.387390e+06 +112 3.424622e+06 +113 3.422023e+06 +114 3.581009e+06 +115 3.884679e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,MLP,0.8164973258972168,"104 2.185412e+06 +105 2.158320e+06 +106 2.189834e+06 +107 2.243175e+06 +108 2.263964e+06 +109 2.197003e+06 +110 2.213211e+06 +111 2.220370e+06 +112 2.206201e+06 +113 2.227941e+06 +114 2.136945e+06 +115 2.194269e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,XGBoost,1.61653733253479,"104 913244.56250 +105 572898.50000 +106 622796.25000 +107 861488.68750 +108 959111.06250 +109 520969.78125 +110 429796.37500 +111 300711.43750 +112 300930.18750 +113 298729.50000 +114 302861.53125 +115 949194.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ITR,MLP,1.9030630588531494,"87 60299.282107 +88 64019.989659 +89 73103.069650 +90 78660.865958 +91 87006.742795 +92 96403.532330 +93 108885.441450 +94 119020.788423 +95 151481.064885 +96 555975.833496 +97 147184.800157 +98 173515.509317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Transferencias LC 61_1989,SES,0.9186890125274658,"104 19486.373047 +105 24053.849609 +106 24849.208984 +107 23535.712891 +108 23762.132812 +109 22227.794922 +110 17309.349609 +111 24960.318359 +112 23264.125000 +113 20514.166016 +114 26507.304688 +115 18053.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,IPTU,MLP,3.827162981033325,"108 4.998827e+05 +109 3.070487e+05 +110 2.210595e+06 +111 2.029166e+06 +112 6.544551e+05 +113 5.438607e+05 +114 5.517065e+05 +115 5.623697e+05 +116 7.329358e+05 +117 5.559116e+05 +118 8.157418e+05 +119 8.630219e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ISS,SARIMAX,1.1556899547576904,"108 519973.96875 +109 551686.43750 +110 560177.50000 +111 560177.50000 +112 560177.50000 +113 519973.96875 +114 560177.50000 +115 467932.90625 +116 560177.50000 +117 551686.43750 +118 560177.50000 +119 519973.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ITBI,SES,1.2103235721588135,"108 772057.68750 +109 480313.65625 +110 469273.68750 +111 499396.25000 +112 482499.12500 +113 427984.90625 +114 469751.46875 +115 466342.34375 +116 474340.96875 +117 466342.34375 +118 326308.50000 +119 466342.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,IRRF,SARIMAX,1.352257251739502,"107 1061068.50 +108 1061056.00 +109 1061068.50 +110 1060127.50 +111 1061068.50 +112 1061068.50 +113 1059742.75 +114 1061068.50 +115 1061068.50 +116 1061068.50 +117 1061068.50 +118 1060127.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do FPM,SARIMAX,0.8660435676574707,"108 3428845.75 +109 5681306.00 +110 3167914.25 +111 3428845.75 +112 4017895.00 +113 3966985.75 +114 5681306.00 +115 3167914.25 +116 3167914.25 +117 2893511.50 +118 4017895.00 +119 5681306.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,HWES,1.0031578540802002,"108 6749344.0 +109 6291415.5 +110 6540834.0 +111 6749349.0 +112 6605529.0 +113 6627813.5 +114 6749349.0 +115 6761749.5 +116 6761750.0 +117 6605529.0 +118 6749344.0 +119 6605529.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,MLP,1.6225025653839111,"108 1.731119e+06 +109 6.534239e+05 +110 7.466522e+05 +111 1.109694e+06 +112 1.230680e+06 +113 7.382508e+05 +114 5.493960e+05 +115 4.127718e+05 +116 2.571993e+05 +117 2.324473e+05 +118 1.892439e+05 +119 1.481968e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ITR,MLP,1.541649580001831,"57 5.625308e+05 +58 1.284002e+05 +59 2.303833e+05 +60 2.412352e+05 +61 1.555408e+05 +62 8.921383e+04 +63 1.865710e+05 +64 9.293367e+04 +65 6.065857e+05 +66 4.390888e+06 +67 8.172275e+05 +68 7.721877e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Transferencias LC 61_1989,XGBoost,0.9945697784423828,"108 56452.390625 +109 49135.347656 +110 56750.957031 +111 58056.898438 +112 62338.390625 +113 64933.410156 +114 58925.582031 +115 54760.433594 +116 54364.027344 +117 67013.046875 +118 54881.199219 +119 66209.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,IPTU,AR,1.872154712677002,"108 3159333.75 +109 12082917.00 +110 3159592.50 +111 3298747.50 +112 3159333.75 +113 3159334.25 +114 3159334.25 +115 3298747.50 +116 2950073.00 +117 3159334.25 +118 3159333.75 +119 3159592.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ISS,SARIMAX,1.0576589107513428,"108 2284770.50 +109 2194992.75 +110 2277622.00 +111 2273143.75 +112 2271391.00 +113 2271391.00 +114 2271391.00 +115 2277622.00 +116 2273143.75 +117 2273143.75 +118 2284770.50 +119 2284770.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ITBI,SARIMAX,0.8655581474304199,"108 749307.1875 +109 743066.6875 +110 710085.1875 +111 692668.0000 +112 692938.0625 +113 711926.1875 +114 733934.6250 +115 789399.8750 +116 821410.4375 +117 783430.0000 +118 930781.1250 +119 894170.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,IRRF,HWES,2.6156163215637207,"108 3136596.50 +109 2557473.00 +110 2557267.75 +111 3165891.00 +112 2557473.00 +113 2557029.75 +114 2557029.75 +115 3740327.50 +116 3165891.00 +117 3165891.00 +118 3165891.00 +119 3740327.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do FPM,MLP,1.3626797199249268,"108 7.314843e+06 +109 9.326898e+06 +110 6.564757e+06 +111 7.225855e+06 +112 7.814952e+06 +113 7.475648e+06 +114 8.980396e+06 +115 6.765095e+06 +116 6.889331e+06 +117 6.606579e+06 +118 7.896244e+06 +119 1.113003e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,SES,0.7944588661193848,"108 4743018.50 +109 4630693.50 +110 4622840.00 +111 4734952.00 +112 4761669.50 +113 4713871.50 +114 4713651.50 +115 4623093.50 +116 4523755.50 +117 4734794.00 +118 3957702.75 +119 4680165.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,MLP,1.7103307247161865,"108 4.831514e+06 +109 2.108548e+06 +110 2.411021e+06 +111 3.529971e+06 +112 3.584179e+06 +113 2.116155e+06 +114 1.630668e+06 +115 1.128525e+06 +116 8.025807e+05 +117 7.061030e+05 +118 5.730938e+05 +119 3.906615e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do ITR,AR,1.143873929977417,"108 5.698939e+05 +109 1.140993e+05 +110 1.076712e+05 +111 1.294726e+05 +112 1.153637e+05 +113 1.221070e+05 +114 1.168015e+05 +115 1.119489e+05 +116 5.348904e+05 +117 1.926017e+06 +118 5.477747e+05 +119 5.477777e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,IPTU,MLP,1.4685161113739014,"108 1.593851e+07 +109 1.986853e+07 +110 6.617604e+06 +111 5.529998e+06 +112 5.792110e+06 +113 5.701875e+06 +114 5.734243e+06 +115 6.239628e+06 +116 7.194236e+06 +117 6.978025e+06 +118 6.825355e+06 +119 6.773971e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ISS,SARIMAX,1.5043368339538574,"108 8569293.0 +109 7754718.5 +110 8220739.0 +111 8246200.0 +112 8230945.0 +113 8237688.0 +114 8246200.0 +115 8246200.0 +116 8246200.0 +117 8246200.0 +118 8246200.0 +119 8246200.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ITBI,HWES,0.8835611343383789,"108 1426179.375 +109 1422380.875 +110 1426179.375 +111 1459999.000 +112 1784388.500 +113 1550353.250 +114 1426179.375 +115 1445158.500 +116 1426198.375 +117 1456649.000 +118 1555230.125 +119 1426179.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,IRRF,MLP,1.0320394039154053,"108 5.400711e+06 +109 4.931488e+06 +110 5.702007e+06 +111 6.559468e+06 +112 5.845582e+06 +113 6.876453e+06 +114 7.070473e+06 +115 6.228460e+06 +116 6.647832e+06 +117 6.790130e+06 +118 7.002057e+06 +119 1.065982e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do FPM,SARIMAX,1.5092766284942627,"108 12485628.0 +109 16457502.0 +110 8758151.0 +111 8419531.0 +112 12485628.0 +113 8504085.0 +114 16457502.0 +115 9151575.0 +116 9504123.0 +117 8758151.0 +118 12485628.0 +119 16457502.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,SES,0.9187064170837402,"108 13768462.0 +109 11987772.0 +110 12658027.0 +111 14031424.0 +112 14177595.0 +113 13741792.0 +114 15258306.0 +115 14070169.0 +116 14070169.0 +117 14190311.0 +118 14009188.0 +119 14186615.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,MLP,1.6976122856140137,"108 1.218205e+07 +109 5.612406e+06 +110 7.262640e+06 +111 1.057059e+07 +112 7.039238e+06 +113 4.642763e+06 +114 3.274543e+06 +115 2.786119e+06 +116 2.449062e+06 +117 2.086400e+06 +118 2.153237e+06 +119 7.647582e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ITR,HWES,1.391878366470337,"100 1937.196899 +101 1770.288818 +102 1862.409668 +103 1906.932251 +104 1911.558472 +105 1906.887085 +106 1911.558472 +107 1906.887085 +108 4061.561768 +109 11871.557617 +110 3713.421387 +111 2317.889648 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Transferencias LC 61_1989,XGBoost,0.9544837474822998,"108 137617.234375 +109 92652.906250 +110 97742.750000 +111 93463.976562 +112 116898.820312 +113 124511.664062 +114 124957.265625 +115 117589.023438 +116 119805.742188 +117 111911.570312 +118 119689.398438 +119 127748.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,SARIMAX,1.312640905380249,"104 6234.963867 +105 6630.204590 +106 28415.314453 +107 25997.029297 +108 14761.323242 +109 22204.234375 +110 12898.838867 +111 12038.245117 +112 12122.170898 +113 10023.248047 +114 6583.118164 +115 12907.004883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,XGBoost,1.5464916229248047,"108 38198.167969 +109 33632.816406 +110 40435.000000 +111 33632.816406 +112 40489.734375 +113 40489.734375 +114 38973.039062 +115 40489.734375 +116 33242.460938 +117 40489.734375 +118 40489.734375 +119 36765.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,MLP,1.336493730545044,"104 216162.520191 +105 246417.789411 +106 284446.805991 +107 324773.797221 +108 374672.017562 +109 431389.112775 +110 495936.826677 +111 551642.708785 +112 512536.380150 +113 553213.584859 +114 639013.541684 +115 722823.616508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IRRF,XGBoost,1.048015832901001,"108 109411.304688 +109 82682.921875 +110 109411.304688 +111 109411.304688 +112 109411.304688 +113 109411.304688 +114 109411.304688 +115 109411.304688 +116 109411.304688 +117 109411.304688 +118 109411.304688 +119 109411.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9535627365112305,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,HWES,0.9200432300567627,"108 926511.6250 +109 708651.1250 +110 772263.8125 +111 938943.5625 +112 953373.9375 +113 897217.2500 +114 910679.3750 +115 938943.5625 +116 938943.5625 +117 946393.0625 +118 896491.8750 +119 946393.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9421567916870117,"108 122226.148438 +109 68261.875000 +110 90820.085938 +111 68342.875000 +112 68261.875000 +113 21993.013672 +114 19777.332031 +115 19768.480469 +116 20009.388672 +117 21045.777344 +118 21045.742188 +119 123486.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ITR,HWES,1.3583478927612305,"96 2087.726074 +97 8896.695312 +98 1887.547607 +99 1769.034912 +100 2299.636719 +101 1982.413452 +102 2080.455566 +103 1691.003296 +104 72664.320312 +105 79489.054688 +106 2579.831787 +107 -1603.592651 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Transferencias LC 61_1989,XGBoost,1.1820158958435059,"108 7251.731445 +109 7035.772949 +110 7247.707520 +111 9832.866211 +112 6386.506836 +113 8467.356445 +114 6312.272949 +115 6927.161133 +116 8562.670898 +117 7095.808105 +118 10064.674805 +119 6408.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,IPTU,SARIMAX,1.3583686351776123,"99 1.881516e+05 +100 8.430259e+04 +101 1.219095e+06 +102 1.384436e+06 +103 1.148967e+06 +104 1.137211e+06 +105 1.137211e+06 +106 1.137212e+06 +107 1.132101e+06 +108 1.132090e+06 +109 1.133664e+06 +110 1.132005e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ISS,SARIMAX,0.8952734470367432,"108 171915.906250 +109 174908.546875 +110 172930.796875 +111 172117.031250 +112 148519.187500 +113 173899.125000 +114 151485.109375 +115 149208.250000 +116 157854.781250 +117 178894.000000 +118 172159.453125 +119 165164.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ITBI,SARIMAX,1.3648648262023926,"108 43755.851562 +109 45431.808594 +110 45112.851562 +111 52787.519531 +112 49807.964844 +113 50409.488281 +114 49735.269531 +115 49738.792969 +116 27556.152344 +117 30284.412109 +118 32104.140625 +119 22654.931641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,IRRF,Prophet,1.036045789718628,"108 925884.5625 +109 926308.0625 +110 926308.0625 +111 928468.1250 +112 926105.5625 +113 926308.0625 +114 926308.0625 +115 926308.0625 +116 926308.0625 +117 926308.0625 +118 926308.0625 +119 928468.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do FPM,SARIMAX,0.9047222137451172,"108 1.077892e+06 +109 2.525026e+06 +110 1.011642e+06 +111 1.413628e+06 +112 1.903741e+06 +113 2.028621e+06 +114 1.869293e+06 +115 1.010156e+06 +116 1.042658e+06 +117 1.011652e+06 +118 1.903741e+06 +119 2.526035e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,SES,0.9359261989593506,"108 842255.4375 +109 912625.5000 +110 932145.4375 +111 801516.9375 +112 784618.1250 +113 843630.0000 +114 791299.2500 +115 804495.1250 +116 816058.6250 +117 804563.9375 +118 807905.1250 +119 850802.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,MLP,1.5942928791046143,"105 563056.396831 +106 218260.550702 +107 264506.527219 +108 290875.450409 +109 405400.760752 +110 195904.887019 +111 185702.276352 +112 146721.100453 +113 145215.071820 +114 132899.450630 +115 137913.508616 +116 449580.953783 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do ITR,XGBoost,2.0695269107818604,"102 3279.259521 +103 3987.570068 +104 2536.030518 +105 1700.775391 +106 3765.573486 +107 3757.340088 +108 3757.337402 +109 2125.928223 +110 74053.539062 +111 23813.070312 +112 -7.658361 +113 78.373215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Transferencias LC 61_1989,XGBoost,1.266162395477295,"108 10229.607422 +109 10524.520508 +110 10386.882812 +111 10584.429688 +112 9859.546875 +113 10663.218750 +114 10136.166016 +115 10133.285156 +116 10453.922852 +117 11559.538086 +118 10048.587891 +119 9877.004883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,IPTU,MLP,1.3938250541687012,"108 113643.051543 +109 203095.720515 +110 640508.618518 +111 216115.575612 +112 131799.178071 +113 111694.032734 +114 119631.904104 +115 111787.952547 +116 136160.643389 +117 143978.376825 +118 211306.899477 +119 317038.190760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ISS,SARIMAX,1.6783974170684814,"108 213716.140625 +109 171783.828125 +110 198623.437500 +111 199078.500000 +112 202281.687500 +113 202281.687500 +114 198595.421875 +115 202063.937500 +116 202281.687500 +117 209071.562500 +118 198762.875000 +119 202063.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ITBI,SES,1.2724034786224365,"108 102074.796875 +109 191218.312500 +110 190864.859375 +111 273085.937500 +112 190864.859375 +113 190911.593750 +114 190120.234375 +115 191476.906250 +116 185531.593750 +117 191476.906250 +118 187611.750000 +119 187811.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,IRRF,XGBoost,1.4907960891723633,"108 560676.06250 +109 560678.18750 +110 560676.06250 +111 449926.68750 +112 449926.68750 +113 449926.68750 +114 449926.68750 +115 449926.68750 +116 487590.40625 +117 560678.18750 +118 487592.00000 +119 560676.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do FPM,SARIMAX,1.5593271255493164,"108 2834413.25 +109 3843138.75 +110 3401851.00 +111 3406060.50 +112 3832548.25 +113 3830162.25 +114 3843178.00 +115 3401851.00 +116 3401851.00 +117 2790406.50 +118 3843178.00 +119 3843178.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,HWES,0.8204021453857422,"108 2118515.00 +109 2567411.25 +110 2297794.75 +111 2495373.00 +112 2504545.00 +113 2431180.50 +114 2432729.00 +115 2504598.50 +116 2504598.50 +117 2485145.50 +118 2432137.00 +119 2485145.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,XGBoost,1.476006031036377,"108 517111.000000 +109 228632.531250 +110 460518.843750 +111 498704.062500 +112 435891.031250 +113 197002.187500 +114 136160.578125 +115 94783.492188 +116 71748.765625 +117 79115.046875 +118 45745.351562 +119 507328.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do ITR,SARIMAX,2.7917041778564453,"36 23769.470703 +37 23822.394531 +38 23734.621094 +39 23825.535156 +40 40932.902344 +41 40904.765625 +42 40904.765625 +43 41233.691406 +44 184499.218750 +45 718061.250000 +46 43469.125000 +47 43378.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,1.140650987625122,"96 8244.867188 +97 19751.324219 +98 24609.515625 +99 113569.421875 +100 126453.679688 +101 21605.324219 +102 22260.496094 +103 22259.664062 +104 23342.925781 +105 23220.871094 +106 22260.496094 +107 23240.064453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ISS,HWES,1.2020623683929443,"108 21650.867188 +109 17113.486328 +110 16675.720703 +111 16773.089844 +112 16794.083984 +113 16795.175781 +114 16117.832031 +115 21113.257812 +116 17316.125000 +117 16358.720703 +118 16400.943359 +119 19018.087891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ITBI,XGBoost,1.32265043258667,"103 6798.688965 +104 2590.907715 +105 6833.489258 +106 9340.673828 +107 3454.819336 +108 2680.637939 +109 6833.489258 +110 990.960144 +111 6274.348145 +112 8609.442383 +113 4327.025879 +114 9765.717773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,IRRF,Prophet,1.1895837783813477,"98 72464.023438 +99 32654.615234 +100 52595.628906 +101 47193.042969 +102 47194.003906 +103 47194.003906 +104 49970.789062 +105 47195.648438 +106 49970.789062 +107 49970.789062 +108 52595.628906 +109 47194.003906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do FPM,SARIMAX,1.0254974365234375,"108 1706677.375 +109 1893768.875 +110 1416174.250 +111 1536254.125 +112 1706677.375 +113 1697979.125 +114 1706677.375 +115 1416174.250 +116 1416174.250 +117 1384087.750 +118 1706677.375 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,HWES,1.0055577754974365,"108 861141.1250 +109 742458.8125 +110 788266.7500 +111 825172.0000 +112 834715.8750 +113 821857.8125 +114 816079.3750 +115 844114.6250 +116 819004.9375 +117 819004.9375 +118 825183.0625 +119 834724.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,MLP,1.6930615901947021,"108 165219.234988 +109 35064.183493 +110 46299.172292 +111 65645.531312 +112 58521.222207 +113 24386.973038 +114 22923.441672 +115 19743.678108 +116 17253.291315 +117 15024.795134 +118 17471.159258 +119 174612.518430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ITR,AR,1.0617260932922363,"81 591.469910 +82 1018.469604 +83 1132.272827 +84 303.616547 +85 200.759003 +86 200.868118 +87 1012.629639 +88 1031.987915 +89 144.899826 +90 92.731575 +91 905.725464 +92 1031.987915 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Transferencias LC 61_1989,HWES,1.245224952697754,"108 7311.015137 +109 6992.292969 +110 7333.134766 +111 8313.611328 +112 7807.911621 +113 8570.500000 +114 9234.698242 +115 7960.823242 +116 6371.524414 +117 7707.958008 +118 8152.209961 +119 9166.345703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,IPTU,MLP,2.4790964126586914,"83 1.874505e+05 +84 2.306466e+05 +85 2.928579e+05 +86 2.699030e+05 +87 4.124627e+05 +88 1.071460e+06 +89 3.247047e+05 +90 3.414663e+05 +91 3.368759e+05 +92 3.568954e+05 +93 3.539386e+05 +94 3.553559e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ISS,XGBoost,1.1807363033294678,"92 389550.56250 +93 402473.40625 +94 402473.40625 +95 402660.59375 +96 401345.34375 +97 402473.40625 +98 402473.40625 +99 383579.00000 +100 402473.40625 +101 401345.34375 +102 383579.00000 +103 383579.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ITBI,MLP,1.162238359451294,"92 84925.097621 +93 86558.619850 +94 82163.463338 +95 78004.976981 +96 75576.888135 +97 27465.860047 +98 62786.807035 +99 63324.219604 +100 61179.240665 +101 59073.058782 +102 54676.368142 +103 51472.637787 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,IRRF,XGBoost,1.0990376472473145,"92 525334.43750 +93 352562.59375 +94 352581.84375 +95 352581.84375 +96 352581.84375 +97 352581.84375 +98 352581.84375 +99 353654.87500 +100 352581.84375 +101 352581.84375 +102 352581.84375 +103 353788.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do FPM,MLP,1.035754919052124,"92 2.713842e+06 +93 2.819564e+06 +94 2.603017e+06 +95 2.662623e+06 +96 2.702388e+06 +97 2.671968e+06 +98 2.749665e+06 +99 2.593493e+06 +100 2.618462e+06 +101 2.617905e+06 +102 2.721101e+06 +103 2.908811e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,MLP,0.8853230476379395,"92 1.033766e+06 +93 1.033910e+06 +94 1.048324e+06 +95 1.061505e+06 +96 1.063582e+06 +97 1.052449e+06 +98 1.058751e+06 +99 1.060696e+06 +100 1.058010e+06 +101 1.057958e+06 +102 1.040473e+06 +103 1.047114e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,AR,1.6375782489776611,"92 736670.750000 +93 235208.484375 +94 375235.906250 +95 736794.000000 +96 576519.937500 +97 235609.203125 +98 193192.390625 +99 189590.187500 +100 192315.531250 +101 192114.718750 +102 178363.796875 +103 695428.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ITR,XGBoost,1.46834135055542,"89 346.833130 +90 297.149323 +91 320.576111 +92 346.833130 +93 306.300079 +94 346.833130 +95 302.562531 +96 230.481705 +97 265.685425 +98 7383.183105 +99 430.289429 +100 42.447170 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Transferencias LC 61_1989,MLP,0.953465461730957,"92 8795.968416 +93 9613.794302 +94 9443.233691 +95 9210.596773 +96 9300.565723 +97 9077.797304 +98 8942.164538 +99 9159.891081 +100 9057.394931 +101 7902.704895 +102 8810.454990 +103 8341.435870 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,IPTU,Prophet,1.7469208240509033,"102 33334.789062 +103 33879.542969 +104 34702.164062 +105 33879.542969 +106 20023.689453 +107 19831.230469 +108 12686.158203 +109 1713.692017 +110 620.244812 +111 -1216.898438 +112 -1756.282715 +113 2104.524658 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ISS,MLP,1.2933948040008545,"108 81535.625294 +109 85638.049668 +110 85064.733069 +111 84354.037974 +112 86111.718834 +113 91410.057053 +114 91656.388751 +115 95635.409530 +116 92785.088565 +117 90367.370681 +118 102921.563271 +119 92408.368567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ITBI,XGBoost,1.3463070392608643,"108 47481.765625 +109 44801.281250 +110 43322.554688 +111 43656.851562 +112 49779.050781 +113 49779.050781 +114 50309.523438 +115 50309.523438 +116 49779.050781 +117 50309.523438 +118 49627.593750 +119 50309.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,IRRF,AR,1.117861032485962,"108 289278.5625 +109 239916.7500 +110 239916.7500 +111 289213.0000 +112 289213.0000 +113 289213.0000 +114 289213.0000 +115 289213.0000 +116 289213.0000 +117 289213.0000 +118 289213.0000 +119 360959.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do FPM,SARIMAX,0.9838826656341553,"108 1382610.000 +109 1893768.500 +110 1032772.375 +111 1227203.750 +112 1382610.000 +113 1382758.500 +114 1382610.000 +115 1032772.375 +116 1032772.375 +117 933030.625 +118 1382610.000 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,HWES,0.9571905136108398,"108 4187514.50 +109 4092284.00 +110 4128355.75 +111 4168813.00 +112 4276409.50 +113 4203082.00 +114 4276186.50 +115 4276409.50 +116 4276186.50 +117 4270332.50 +118 4189527.25 +119 4207800.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,XGBoost,1.6161737442016602,"108 179592.656250 +109 105211.718750 +110 186803.250000 +111 181283.562500 +112 183935.281250 +113 64452.562500 +114 22151.187500 +115 26259.970703 +116 26259.970703 +117 8936.230469 +118 11716.892578 +119 151056.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do ITR,SARIMAX,1.3773643970489502,"101 1125.993408 +102 1073.927246 +103 1125.736084 +104 1134.446655 +105 1125.736084 +106 1084.883789 +107 1134.569946 +108 1448.673340 +109 8526.402344 +110 8526.402344 +111 1106.158325 +112 1448.673340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Transferencias LC 61_1989,XGBoost,0.9550051689147949,"48 27443.107422 +49 27503.568359 +50 27642.744141 +51 27642.710938 +52 27642.710938 +53 27642.849609 +54 27642.925781 +55 27642.710938 +56 27642.710938 +57 23432.734375 +58 27642.744141 +59 27642.917969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,IPTU,MLP,2.380885601043701,"108 6.947627e+04 +109 7.093098e+04 +110 8.207440e+04 +111 9.796280e+04 +112 1.011918e+06 +113 1.317238e+05 +114 1.292859e+05 +115 1.628035e+05 +116 1.480464e+05 +117 1.201365e+05 +118 1.319509e+05 +119 1.398617e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ISS,SARIMAX,1.4995753765106201,"108 105062.695312 +109 108277.937500 +110 105431.101562 +111 105431.101562 +112 106510.445312 +113 105431.101562 +114 105531.093750 +115 105431.101562 +116 105431.101562 +117 105431.101562 +118 105425.445312 +119 105425.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ITBI,XGBoost,0.8526191711425781,"96 128084.945312 +97 128722.054688 +98 128505.039062 +99 128050.906250 +100 128722.062500 +101 127576.765625 +102 128505.039062 +103 128670.312500 +104 128014.140625 +105 128872.531250 +106 128722.062500 +107 128867.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,IRRF,Prophet,1.2305550575256348,"96 95859.132812 +97 95865.265625 +98 95865.265625 +99 95865.265625 +100 95865.265625 +101 95865.265625 +102 95865.265625 +103 95865.265625 +104 95865.265625 +105 95865.265625 +106 95865.265625 +107 95865.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do FPM,SARIMAX,0.9838104248046875,"108 1.445921e+06 +109 1.568890e+06 +110 1.090307e+06 +111 1.144682e+06 +112 1.446690e+06 +113 1.329945e+06 +114 1.446690e+06 +115 1.090307e+06 +116 1.090307e+06 +117 9.163796e+05 +118 1.568890e+06 +119 1.568890e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,HWES,1.0269227027893066,"108 1136551.000 +109 1103684.750 +110 1117163.875 +111 1136824.250 +112 1124378.250 +113 1136529.000 +114 1136551.000 +115 1136824.250 +116 1136824.250 +117 1124378.250 +118 1136529.000 +119 1124378.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,MLP,1.7086148262023926,"108 255171.980673 +109 94113.811141 +110 88202.503679 +111 148114.057148 +112 110528.778264 +113 48572.013026 +114 44776.880716 +115 35838.998433 +116 30889.591960 +117 29400.687052 +118 29465.641228 +119 304644.776208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do ITR,SES,1.3256776332855225,"91 -23.013580 +92 -23.934059 +93 6266.448730 +94 6264.591309 +95 6349.765137 +96 7993.600098 +97 8103.927246 +98 896.228699 +99 803.133606 +100 802.668396 +101 77.364029 +102 6818.489746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Transferencias LC 61_1989,XGBoost,3.42913818359375,"108 3424.874268 +109 3424.874268 +110 3424.874268 +111 3424.874268 +112 3424.874268 +113 3424.874268 +114 3424.874268 +115 3424.874268 +116 3424.874268 +117 3302.875000 +118 3424.874268 +119 3424.874268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,SARIMAX,1.5301525592803955,"89 3684.448486 +90 7022.717285 +91 9302.018555 +92 5733.555176 +93 10037.215820 +94 2619.582275 +95 3983.994873 +96 109597.351562 +97 154621.765625 +98 5853.402344 +99 17381.792969 +100 4845.088867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,SARIMAX,1.0076868534088135,"108 32885.714844 +109 33643.550781 +110 32582.769531 +111 31778.326172 +112 33117.441406 +113 31765.419922 +114 37790.425781 +115 33542.789062 +116 31729.189453 +117 38231.738281 +118 38316.402344 +119 32565.279297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,SES,0.8750877380371094,"108 19396.371094 +109 27870.314453 +110 20315.783203 +111 20487.166016 +112 12230.632812 +113 25352.714844 +114 20039.865234 +115 19997.974609 +116 41125.003906 +117 27710.986328 +118 27773.832031 +119 13180.275391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,IRRF,XGBoost,1.3095064163208008,"108 63445.90625 +109 63445.90625 +110 63445.90625 +111 63445.90625 +112 63445.90625 +113 63445.90625 +114 63445.90625 +115 63445.90625 +116 63445.90625 +117 63445.90625 +118 63445.90625 +119 63445.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do FPM,XGBoost,1.1315631866455078,"108 1.359454e+06 +109 1.893856e+06 +110 1.089935e+06 +111 1.216182e+06 +112 1.359811e+06 +113 1.364412e+06 +114 1.359811e+06 +115 1.089935e+06 +116 1.091631e+06 +117 1.041824e+06 +118 1.359811e+06 +119 1.893856e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,HWES,0.9218480587005615,"108 488792.21875 +109 404503.43750 +110 402288.09375 +111 537615.06250 +112 503090.81250 +113 460188.71875 +114 491172.68750 +115 496036.25000 +116 527931.00000 +117 496972.43750 +118 472666.46875 +119 496972.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,XGBoost,1.7596800327301025,"108 128156.179688 +109 79532.445312 +110 145387.781250 +111 145382.000000 +112 69298.664062 +113 22574.210938 +114 22893.996094 +115 15299.109375 +116 19940.097656 +117 12319.388672 +118 9558.086914 +119 86569.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ITR,SES,1.5459320545196533,"97 158.112167 +98 7101.281250 +99 14459.074219 +100 14120.872070 +101 19532.550781 +102 70.161354 +103 231.784836 +104 6067.601562 +105 6046.490723 +106 6046.490723 +107 7279.202148 +108 180.831024 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Transferencias LC 61_1989,AR,1.2162351608276367,"108 4592.190918 +109 4377.837402 +110 4655.177246 +111 4720.790039 +112 4714.826172 +113 4309.323730 +114 4587.853516 +115 4561.781738 +116 4491.646973 +117 4667.081543 +118 4556.309570 +119 4613.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,IPTU,MLP,1.889509677886963,"108 2.965434e+07 +109 4.251710e+06 +110 1.971650e+06 +111 1.651804e+06 +112 1.686608e+06 +113 2.454183e+06 +114 2.065541e+06 +115 2.353361e+06 +116 2.514489e+06 +117 3.739390e+06 +118 1.738258e+06 +119 1.804254e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ISS,SARIMAX,2.919623613357544,"108 1306030.250 +109 1306030.250 +110 1306030.250 +111 1300979.125 +112 1306030.250 +113 1292297.250 +114 1306841.125 +115 1305271.375 +116 1305253.625 +117 1306841.125 +118 1302387.375 +119 1306841.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ITBI,XGBoost,0.8970432281494141,"108 1917895.125 +109 2172914.500 +110 2071950.000 +111 2081351.250 +112 2129183.750 +113 2129183.750 +114 2081351.250 +115 2081351.250 +116 1923765.000 +117 2096642.375 +118 2096642.375 +119 2082841.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,IRRF,Prophet,1.4501745700836182,"107 1377383.125 +108 1382032.875 +109 1328202.625 +110 1377573.500 +111 2108146.500 +112 1328202.625 +113 1328202.625 +114 1328202.625 +115 1328202.625 +116 1328202.625 +117 1146584.250 +118 2108146.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do FPM,SARIMAX,1.868445873260498,"108 4011563.50 +109 4708438.00 +110 3934944.50 +111 3743295.50 +112 3123843.25 +113 3570198.75 +114 3572529.50 +115 3744754.50 +116 3744754.50 +117 3724798.50 +118 3567080.25 +119 5020694.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,MLP,0.9961593151092529,"108 1.373013e+06 +109 1.372182e+06 +110 1.388364e+06 +111 1.403037e+06 +112 1.400786e+06 +113 1.381172e+06 +114 1.384641e+06 +115 1.382331e+06 +116 1.373450e+06 +117 1.366897e+06 +118 1.337620e+06 +119 1.339732e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,XGBoost,1.5539567470550537,"104 4.069727e+05 +105 1.060011e+06 +106 1.060011e+06 +107 1.057878e+06 +108 8.927718e+05 +109 1.543047e+06 +110 1.546888e+06 +111 1.350353e+06 +112 1.359346e+06 +113 1.316287e+06 +114 1.319009e+06 +115 1.133655e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do ITR,AR,1.373534917831421,"103 544.095093 +104 750.409241 +105 424.103241 +106 395.419250 +107 405.985809 +108 604.906982 +109 764.738159 +110 803.319275 +111 12025.511719 +112 12626.602539 +113 1594.469727 +114 1539.619629 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Transferencias LC 61_1989,AR,1.2665112018585205,"96 15923.420898 +97 13973.247070 +98 15555.370117 +99 15848.571289 +100 15771.397461 +101 15840.052734 +102 15712.445312 +103 15783.703125 +104 15326.612305 +105 12099.844727 +106 15555.370117 +107 15720.375977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,2.2304627895355225,"96 33210.449219 +97 163092.468750 +98 548309.250000 +99 38111.281250 +100 39181.152344 +101 37914.804688 +102 48651.734375 +103 39181.132812 +104 40986.820312 +105 44235.789062 +106 44235.789062 +107 39181.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,SARIMAX,1.077939510345459,"96 132375.593750 +97 120283.851562 +98 120283.851562 +99 120285.281250 +100 132375.593750 +101 120285.281250 +102 120283.851562 +103 120283.851562 +104 120283.851562 +105 120283.851562 +106 120283.851562 +107 120283.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,SARIMAX,0.9119553565979004,"96 42900.980469 +97 69906.476562 +98 43098.742188 +99 43098.742188 +100 69684.507812 +101 43098.742188 +102 43098.742188 +103 43098.742188 +104 43338.843750 +105 45972.718750 +106 46201.511719 +107 45988.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,IRRF,XGBoost,1.9660396575927734,"96 175932.562500 +97 175925.218750 +98 175932.687500 +99 175932.671875 +100 195839.671875 +101 195839.671875 +102 195839.671875 +103 195839.671875 +104 195839.671875 +105 195839.671875 +106 195839.671875 +107 195839.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do FPM,XGBoost,1.093705654144287,"96 2124086.750 +97 2415341.750 +98 1949591.125 +99 2124086.750 +100 2392229.250 +101 2124086.750 +102 2415341.750 +103 2124086.750 +104 2065855.000 +105 1802103.000 +106 2415341.750 +107 2415341.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,MLP,0.8065717220306396,"96 1.189618e+06 +97 1.197134e+06 +98 1.188966e+06 +99 1.174312e+06 +100 1.167830e+06 +101 1.142087e+06 +102 1.134376e+06 +103 1.125615e+06 +104 1.113311e+06 +105 1.105240e+06 +106 1.098639e+06 +107 1.094258e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,1.4860808849334717,"96 5.279699e+05 +97 2.096083e+05 +98 2.587815e+05 +99 4.914334e+05 +100 3.368385e+05 +101 1.525111e+05 +102 1.371211e+05 +103 1.241799e+05 +104 1.327920e+05 +105 1.210086e+05 +106 1.076078e+05 +107 1.517782e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ITR,AR,2.2664132118225098,"96 1269.599609 +97 358.824799 +98 156.501663 +99 815.387146 +100 390.866943 +101 773.168518 +102 156.205887 +103 1334.099609 +104 5289.723145 +105 14566.671875 +106 589.764832 +107 421.154816 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Transferencias LC 61_1989,XGBoost,1.122812032699585,"96 12616.926758 +97 14651.345703 +98 14759.384766 +99 13118.102539 +100 13066.251953 +101 12751.755859 +102 12772.099609 +103 12349.544922 +104 12877.632812 +105 12567.135742 +106 12386.425781 +107 12708.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,IPTU,HWES,0.968555212020874,"107 4091.788330 +108 4317.079590 +109 4610.188965 +110 29001.291016 +111 37395.812500 +112 6990.189941 +113 6991.909668 +114 4825.910645 +115 4868.667969 +116 5932.859863 +117 1593.418091 +118 3214.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ISS,Prophet,1.1192262172698975,"108 23779.257812 +109 22633.406250 +110 23248.066406 +111 20919.269531 +112 22966.847656 +113 22966.843750 +114 22966.847656 +115 23779.308594 +116 22966.847656 +117 23778.945312 +118 19365.589844 +119 19365.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ITBI,SARIMAX,1.4968664646148682,"103 3448.217041 +104 2250.455078 +105 6388.880371 +106 5285.281738 +107 7430.910645 +108 3977.029053 +109 5089.622070 +110 5849.042480 +111 5861.785645 +112 2681.483887 +113 3302.268311 +114 2901.211426 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,IRRF,Prophet,1.8850452899932861,"108 47412.546875 +109 58768.582031 +110 58577.070312 +111 58577.070312 +112 58768.582031 +113 48648.792969 +114 58577.070312 +115 58760.835938 +116 58577.070312 +117 48673.835938 +118 48662.488281 +119 58760.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do FPM,SARIMAX,0.8341238498687744,"108 1640918.375 +109 1893764.875 +110 1438310.625 +111 1442598.625 +112 1640914.625 +113 1640885.625 +114 1640914.625 +115 1438310.625 +116 1441295.125 +117 1183149.875 +118 1640914.625 +119 1893764.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,HWES,0.9486837387084961,"108 532177.12500 +109 519620.40625 +110 516632.90625 +111 532177.12500 +112 485509.09375 +113 526128.37500 +114 532177.12500 +115 527992.50000 +116 527992.50000 +117 485509.09375 +118 532177.12500 +119 485509.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,MLP,2.1895549297332764,"108 133289.428421 +109 37289.311554 +110 43760.075724 +111 79310.727264 +112 54043.448098 +113 23648.628083 +114 23616.092375 +115 16481.650571 +116 17953.429164 +117 14243.646426 +118 19790.859326 +119 96553.153914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do ITR,XGBoost,1.2266552448272705,"64 84.502037 +65 84.502037 +66 86.539734 +67 50.997120 +68 418.963379 +69 182.953598 +70 634.241211 +71 524.822510 +72 418.991333 +73 418.963379 +74 95.373550 +75 92.894798 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Transferencias LC 61_1989,XGBoost,1.1229169368743896,"108 4526.051758 +109 4342.430176 +110 4468.748047 +111 5098.934570 +112 4555.745605 +113 5009.071289 +114 4989.551758 +115 4508.241211 +116 4896.764648 +117 4797.326172 +118 4543.502441 +119 5267.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,IPTU,SARIMAX,0.944692850112915,"92 1897.234253 +93 1502.714722 +94 1800.428833 +95 1800.433105 +96 21311.318359 +97 16079.076172 +98 17700.648438 +99 9641.987305 +100 18131.386719 +101 1469.779419 +102 3441.844971 +103 2217.172119 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ISS,SARIMAX,0.8711810111999512,"108 30559.835938 +109 28125.472656 +110 30571.875000 +111 30559.835938 +112 28125.472656 +113 30559.708984 +114 27909.542969 +115 30355.945312 +116 28125.472656 +117 30559.835938 +118 33473.492188 +119 28513.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ITBI,XGBoost,1.1036372184753418,"104 26963.316406 +105 28133.316406 +106 30173.746094 +107 31451.541016 +108 33647.007812 +109 29335.214844 +110 33216.433594 +111 30173.746094 +112 33216.433594 +113 31457.273438 +114 33761.472656 +115 29263.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,IRRF,SES,1.325286626815796,"98 60806.980469 +99 85301.648438 +100 85301.648438 +101 85301.648438 +102 85301.648438 +103 85190.554688 +104 85788.171875 +105 85191.062500 +106 85191.062500 +107 85191.062500 +108 85191.062500 +109 85509.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do FPM,SARIMAX,0.8904240131378174,"108 1582172.000 +109 1893808.125 +110 1148468.500 +111 1365163.500 +112 1582172.000 +113 1577232.250 +114 1582172.000 +115 1142305.000 +116 1205708.375 +117 1110853.250 +118 1582172.000 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,HWES,0.9085884094238281,"108 527252.31250 +109 425355.40625 +110 449747.87500 +111 468279.34375 +112 479651.34375 +113 479096.71875 +114 471208.96875 +115 513931.78125 +116 513931.78125 +117 496161.21875 +118 477933.84375 +119 496176.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,SARIMAX,1.646547794342041,"96 104365.132812 +97 60030.128906 +98 76468.843750 +99 88876.375000 +100 77869.109375 +101 61687.902344 +102 62234.812500 +103 50451.460938 +104 87946.437500 +105 87597.093750 +106 87593.828125 +107 104878.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ITR,SARIMAX,1.2212445735931396,"72 1244.693359 +73 1362.141357 +74 1244.693359 +75 1591.739258 +76 1591.739258 +77 1672.832764 +78 1629.881958 +79 7098.042969 +80 8150.006836 +81 8150.006836 +82 1591.739258 +83 1266.384033 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Transferencias LC 61_1989,XGBoost,1.162978172302246,"108 4218.389160 +109 4048.374512 +110 4635.954102 +111 4465.544434 +112 4482.741211 +113 4780.420898 +114 4780.453613 +115 4265.228027 +116 4265.217773 +117 3982.183105 +118 4635.954102 +119 4841.353027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,IPTU,MLP,1.9384357929229736,"108 3.479753e+05 +109 7.817378e+05 +110 3.069487e+06 +111 2.347074e+05 +112 5.625268e+05 +113 2.608835e+05 +114 3.638258e+05 +115 1.530050e+05 +116 3.145810e+05 +117 4.090337e+05 +118 3.763007e+05 +119 3.077993e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ISS,SARIMAX,1.2383735179901123,"108 767127.8125 +109 556803.8750 +110 766488.6250 +111 746269.1875 +112 766488.6250 +113 766462.0000 +114 746242.6875 +115 766462.0000 +116 703650.8125 +117 703650.8125 +118 746242.6875 +119 703650.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ITBI,XGBoost,1.0303986072540283,"108 176248.437500 +109 161185.000000 +110 179947.234375 +111 175775.296875 +112 155988.468750 +113 156062.468750 +114 177707.156250 +115 159484.250000 +116 175928.046875 +117 176746.406250 +118 175924.453125 +119 154260.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,IRRF,SARIMAX,3.559678077697754,"108 441982.34375 +109 441982.34375 +110 441982.34375 +111 441982.34375 +112 441982.34375 +113 441982.34375 +114 441982.34375 +115 441982.34375 +116 441982.34375 +117 441982.34375 +118 441982.34375 +119 757938.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do FPM,SARIMAX,0.9570024013519287,"108 4418794.00 +109 4416522.00 +110 4207376.50 +111 4288380.00 +112 4418794.00 +113 4418794.00 +114 4418794.00 +115 3892252.25 +116 4416522.00 +117 4207643.50 +118 4418794.00 +119 4416522.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,SES,1.0594804286956787,"108 2095670.250 +109 2010556.375 +110 2020180.875 +111 2419171.250 +112 2243444.500 +113 2419800.500 +114 2419800.500 +115 2243444.500 +116 2184860.000 +117 2419800.500 +118 2245918.750 +119 2235807.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,MLP,1.8467535972595215,"108 1.894891e+06 +109 3.552175e+05 +110 5.189172e+05 +111 8.613203e+05 +112 8.423628e+05 +113 1.662220e+05 +114 2.494790e+05 +115 2.105523e+05 +116 1.546876e+05 +117 1.247338e+05 +118 1.413540e+05 +119 1.330036e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ITR,XGBoost,1.5584588050842285,"95 59131.707031 +96 21016.849609 +97 46945.261719 +98 46350.363281 +99 68432.859375 +100 68492.078125 +101 68432.859375 +102 68327.382812 +103 133804.875000 +104 85411.531250 +105 68328.789062 +106 68328.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,IPTU,HWES,1.805741786956787,"108 110636.992188 +109 135829.312500 +110 82393.500000 +111 87896.890625 +112 91724.976562 +113 87927.898438 +114 63166.203125 +115 61018.218750 +116 59152.562500 +117 60812.460938 +118 55398.468750 +119 294354.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ISS,SARIMAX,1.234013557434082,"108 106972.429688 +109 92300.382812 +110 106979.390625 +111 120067.296875 +112 106924.867188 +113 120069.578125 +114 120059.843750 +115 106923.445312 +116 106972.429688 +117 106979.500000 +118 106988.421875 +119 106979.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ITBI,XGBoost,1.4426374435424805,"108 18464.496094 +109 6886.166992 +110 12929.088867 +111 21684.242188 +112 21859.697266 +113 11761.560547 +114 11761.560547 +115 11884.381836 +116 19417.794922 +117 18160.414062 +118 6002.600586 +119 21846.435547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,IRRF,AR,1.2047488689422607,"108 105910.617188 +109 132669.046875 +110 132668.968750 +111 132668.968750 +112 132668.968750 +113 132668.968750 +114 132669.046875 +115 132669.046875 +116 132668.968750 +117 132668.968750 +118 132669.046875 +119 132668.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do FPM,SARIMAX,0.9753434658050537,"108 1343260.750 +109 1893769.750 +110 1098772.125 +111 1189930.000 +112 1343337.375 +113 1327559.125 +114 1343337.375 +115 1098772.125 +116 1098939.250 +117 1036195.750 +118 1343337.375 +119 1893769.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,HWES,0.9437291622161865,"108 1.068546e+06 +109 8.114551e+05 +110 8.134116e+05 +111 1.016882e+06 +112 9.953245e+05 +113 8.508501e+05 +114 1.009760e+06 +115 1.009254e+06 +116 1.009254e+06 +117 9.567519e+05 +118 1.040061e+06 +119 9.366358e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,MLP,1.537560224533081,"108 304587.712987 +109 119110.036861 +110 148097.801221 +111 226543.066019 +112 150419.930892 +113 71098.966834 +114 60606.253667 +115 63130.790441 +116 42670.344543 +117 49398.658189 +118 38390.971047 +119 382172.831930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do ITR,SARIMAX,1.4436054229736328,"94 223.890625 +95 203.607986 +96 974.246521 +97 2685.854248 +98 1583.833862 +99 1704.269775 +100 1701.765259 +101 4624.092773 +102 1588.712646 +103 6273.705566 +104 1701.765259 +105 1703.731567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Transferencias LC 61_1989,HWES,1.3390281200408936,"60 8094.918457 +61 8791.958984 +62 9138.653320 +63 9741.993164 +64 9419.801758 +65 9695.635742 +66 9332.818359 +67 8908.678711 +68 9028.221680 +69 8378.810547 +70 9148.276367 +71 9712.595703 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,IPTU,Prophet,1.7017762660980225,"105 234388.12500 +106 437708.75000 +107 469506.25000 +108 435664.00000 +109 469714.96875 +110 710702.25000 +111 384140.81250 +112 347817.06250 +113 343932.46875 +114 348120.96875 +115 347286.75000 +116 347575.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ISS,XGBoost,1.0461208820343018,"108 543336.50000 +109 520777.78125 +110 559228.31250 +111 558877.25000 +112 558877.25000 +113 558907.18750 +114 546146.87500 +115 558877.25000 +116 534539.12500 +117 546146.87500 +118 534539.12500 +119 558877.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ITBI,XGBoost,0.9300398826599121,"108 344715.968750 +109 224637.015625 +110 536175.500000 +111 493733.250000 +112 494085.437500 +113 471780.750000 +114 493674.937500 +115 471780.750000 +116 493674.937500 +117 462172.156250 +118 424077.281250 +119 493674.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,IRRF,Prophet,1.2172422409057617,"60 481488.8750 +61 678486.5625 +62 678487.9375 +63 678487.9375 +64 678479.2500 +65 678487.9375 +66 678479.2500 +67 678487.9375 +68 678487.9375 +69 678487.9375 +70 678487.9375 +71 678487.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do FPM,SARIMAX,1.1341040134429932,"108 2661598.50 +109 3787537.75 +110 2318653.75 +111 2379305.50 +112 2661598.50 +113 2617730.25 +114 2661598.50 +115 2318653.75 +116 2318653.75 +117 2102622.00 +118 2661598.50 +119 3787537.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,SARIMAX,0.7763073444366455,"108 3044392.00 +109 2901830.50 +110 2908317.00 +111 3240867.25 +112 3241209.50 +113 3041713.50 +114 2992929.75 +115 3240706.75 +116 3240706.75 +117 3240709.50 +118 3044392.00 +119 3240709.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,MLP,1.8664393424987793,"108 983337.993155 +109 504792.635471 +110 494219.809610 +111 831583.857012 +112 648466.609717 +113 268755.275532 +114 245731.416794 +115 168458.280340 +116 127581.645208 +117 122650.437063 +118 127805.824055 +119 694939.053438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ITR,MLP,2.0216293334960938,"84 6.642226e+04 +85 8.346746e+04 +86 5.269054e+04 +87 3.633042e+04 +88 4.002148e+04 +89 4.023333e+04 +90 3.802967e+04 +91 4.360671e+04 +92 3.252682e+05 +93 1.384492e+06 +94 1.209896e+05 +95 1.911309e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Transferencias LC 61_1989,HWES,0.8605327606201172,"60 25078.521484 +61 27651.226562 +62 26880.298828 +63 27935.351562 +64 26816.216797 +65 25832.966797 +66 24211.003906 +67 27867.921875 +68 24622.244141 +69 25112.613281 +70 26889.398438 +71 27923.474609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,IPTU,Prophet,1.4474916458129883,"95 7651.064453 +96 8548.438477 +97 53179.269531 +98 57415.613281 +99 57415.613281 +100 85215.718750 +101 86444.078125 +102 6917.553223 +103 -496.053101 +104 67922.757812 +105 -209.736969 +106 6828.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ISS,SES,1.273179531097412,"108 70860.609375 +109 70896.054688 +110 71953.570312 +111 70896.601562 +112 75221.570312 +113 75221.570312 +114 75037.601562 +115 74109.062500 +116 70830.773438 +117 74109.062500 +118 74109.062500 +119 74116.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ITBI,HWES,1.4779701232910156,"108 35252.511719 +109 35023.972656 +110 29248.212891 +111 38572.406250 +112 23845.312500 +113 31835.957031 +114 26779.185547 +115 33253.960938 +116 42971.324219 +117 29331.513672 +118 29870.746094 +119 33783.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,IRRF,XGBoost,1.7064359188079834,"108 80419.554688 +109 94270.031250 +110 131188.437500 +111 131188.437500 +112 131188.437500 +113 80440.976562 +114 131187.843750 +115 131187.843750 +116 80440.976562 +117 131188.437500 +118 131187.843750 +119 131188.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do FPM,SARIMAX,1.3797855377197266,"108 1345611.000 +109 1893768.375 +110 1053900.875 +111 1173173.625 +112 1345611.000 +113 1283305.000 +114 1345611.000 +115 1053900.875 +116 1053900.875 +117 957737.500 +118 1345611.000 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,HWES,0.8177812099456787,"108 1680371.375 +109 1669631.375 +110 1668373.250 +111 1675966.375 +112 1675966.375 +113 1680371.375 +114 1679842.375 +115 1675966.375 +116 1675966.375 +117 1675966.375 +118 1680371.375 +119 1675966.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,MLP,2.5355937480926514,"108 589902.343881 +109 160506.672683 +110 198568.806357 +111 242689.777526 +112 237772.033583 +113 107056.037310 +114 72664.747922 +115 68389.129897 +116 62121.503104 +117 57501.233709 +118 51328.390150 +119 564309.347667 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ITR,XGBoost,1.2864012718200684,"77 572.302795 +78 465.302734 +79 873.906677 +80 1896.100830 +81 848.733276 +82 585.135681 +83 590.875671 +84 585.143738 +85 240.014954 +86 235.844910 +87 878.920898 +88 572.302795 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Transferencias LC 61_1989,XGBoost,0.8609390258789062,"48 11586.742188 +49 13604.972656 +50 16006.615234 +51 11586.279297 +52 11583.468750 +53 11586.742188 +54 11586.742188 +55 16021.995117 +56 11583.468750 +57 11586.292969 +58 16006.615234 +59 11586.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,IPTU,HWES,1.5148541927337646,"105 39166.988281 +106 34300.074219 +107 150041.562500 +108 506288.343750 +109 137150.031250 +110 137783.546875 +111 126341.804688 +112 106331.390625 +113 19655.064453 +114 22458.611328 +115 22458.611328 +116 21988.771484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ISS,SARIMAX,1.1217091083526611,"108 281196.218750 +109 207903.750000 +110 207916.765625 +111 207916.765625 +112 207916.765625 +113 237644.859375 +114 237644.859375 +115 237644.859375 +116 237644.859375 +117 237644.859375 +118 281196.218750 +119 237644.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ITBI,Prophet,0.9904382228851318,"108 73292.843750 +109 73043.867188 +110 72904.601562 +111 76815.875000 +112 66613.718750 +113 66613.718750 +114 76078.367188 +115 56873.550781 +116 67133.632812 +117 48893.828125 +118 56885.820312 +119 67295.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,IRRF,Prophet,1.1918554306030273,"108 209951.406250 +109 111382.750000 +110 115658.984375 +111 115658.984375 +112 127722.570312 +113 127722.570312 +114 127722.570312 +115 127722.570312 +116 127722.570312 +117 127722.570312 +118 125452.429688 +119 115658.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do FPM,SARIMAX,1.3030576705932617,"108 1518271.875 +109 2734330.000 +110 1527857.875 +111 1624748.250 +112 2371371.000 +113 2074019.500 +114 2785521.250 +115 1531841.625 +116 1531904.375 +117 1470870.125 +118 2357994.250 +119 3156281.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,HWES,1.0626132488250732,"108 1424681.875 +109 1300343.125 +110 1431528.125 +111 1356194.750 +112 1398702.625 +113 1424697.625 +114 1356194.750 +115 1593294.000 +116 1593294.000 +117 1593294.000 +118 1593586.875 +119 1398702.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,MLP,1.509467363357544,"108 527955.837953 +109 161592.798540 +110 206249.129917 +111 366922.148597 +112 216314.118460 +113 95823.460215 +114 81797.788526 +115 52586.611638 +116 52048.766225 +117 37202.237337 +118 40505.888883 +119 429720.682851 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ITR,XGBoost,1.2541041374206543,"101 266.877869 +102 3927.509521 +103 3930.042236 +104 3931.813232 +105 3935.959961 +106 3925.683594 +107 3928.913330 +108 3941.712402 +109 2377.056641 +110 7169.929688 +111 3942.402588 +112 3932.595459 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Transferencias LC 61_1989,XGBoost,1.0548181533813477,"84 13649.096680 +85 13329.573242 +86 13010.256836 +87 14336.587891 +88 13455.324219 +89 15933.678711 +90 15080.336914 +91 13929.518555 +92 14452.340820 +93 14149.805664 +94 15063.616211 +95 13690.780273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,IPTU,XGBoost,0.8679413795471191,"91 446.745056 +92 586.729492 +93 14545.493164 +94 4469.016602 +95 8355.182617 +96 697.264526 +97 610.990845 +98 610.990845 +99 -383.354950 +100 -520.939575 +101 -454.233337 +102 -407.505798 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ISS,SES,1.4491233825683594,"108 25062.619141 +109 24094.576172 +110 24201.677734 +111 22383.408203 +112 23417.048828 +113 22382.410156 +114 23059.160156 +115 22187.699219 +116 22550.664062 +117 23192.777344 +118 22310.414062 +119 23417.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ITBI,AR,2.2457573413848877,"105 9571.766602 +106 10522.331055 +107 9816.583008 +108 16255.333984 +109 9187.705078 +110 9889.446289 +111 9880.625000 +112 7960.305664 +113 16258.755859 +114 7922.032715 +115 14430.785156 +116 9943.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,IRRF,Prophet,1.1064121723175049,"108 77695.43750 +109 97644.53125 +110 97644.53125 +111 84084.46875 +112 97644.53125 +113 97644.53125 +114 84084.46875 +115 97644.53125 +116 77695.43750 +117 97644.53125 +118 97644.53125 +119 97644.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do FPM,SARIMAX,0.8701324462890625,"108 1388907.625 +109 1893768.625 +110 1100038.125 +111 1199037.875 +112 1388889.250 +113 1373298.625 +114 1388889.250 +115 1100038.125 +116 1101547.500 +117 1032496.125 +118 1388889.250 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,HWES,1.3181581497192383,"108 589073.87500 +109 515741.21875 +110 533189.37500 +111 594277.75000 +112 673157.12500 +113 581837.62500 +114 574376.75000 +115 588934.75000 +116 588934.75000 +117 633069.18750 +118 580705.75000 +119 633069.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,XGBoost,0.9515383243560791,"107 118587.804688 +108 15046.153320 +109 31121.187500 +110 37923.273438 +111 31121.187500 +112 14818.197266 +113 6600.459473 +114 14818.197266 +115 6005.550781 +116 14818.197266 +117 5615.417969 +118 118585.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ITR,XGBoost,1.0323548316955566,"58 3306.096191 +59 69.435471 +60 159.764832 +61 159.764832 +62 164.834930 +63 46.311092 +64 6.945150 +65 563.983276 +66 4188.736328 +67 563.706848 +68 322.514252 +69 78.296204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Transferencias LC 61_1989,AR,1.1675896644592285,"72 5687.573730 +73 5411.126465 +74 5758.743652 +75 6148.860840 +76 5480.714844 +77 5865.763184 +78 5956.332520 +79 5662.995117 +80 5500.684570 +81 6850.526855 +82 5664.825195 +83 6795.563477 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,SARIMAX,1.82472562789917,"86 2911.147217 +87 5324.772949 +88 2225.979004 +89 2223.800293 +90 39273.375000 +91 100025.476562 +92 1539.319336 +93 1659.998169 +94 1595.402588 +95 1596.564331 +96 1373.199341 +97 1361.058838 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ISS,XGBoost,1.2558419704437256,"96 21764.527344 +97 20749.048828 +98 20704.755859 +99 20704.755859 +100 20736.900391 +101 20723.072266 +102 20723.054688 +103 20723.072266 +104 20749.048828 +105 20456.390625 +106 20704.750000 +107 20456.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,XGBoost,1.4795262813568115,"92 31666.789062 +93 46368.019531 +94 46097.699219 +95 15593.229492 +96 15603.028320 +97 45921.582031 +98 46368.019531 +99 15620.303711 +100 31261.580078 +101 29943.917969 +102 15610.336914 +103 9814.818359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,IRRF,XGBoost,1.2985031604766846,"96 65850.757812 +97 65850.757812 +98 65850.757812 +99 65850.757812 +100 67061.648438 +101 67061.648438 +102 67061.648438 +103 67061.648438 +104 67064.578125 +105 67064.578125 +106 63746.742188 +107 63746.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do FPM,XGBoost,1.4053165912628174,"96 1433529.250 +97 1811506.625 +98 1206578.250 +99 1433529.250 +100 1773169.500 +101 1433529.250 +102 1811506.625 +103 1433529.250 +104 1431841.625 +105 1205732.750 +106 1811175.125 +107 1811506.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8420577049255371,"96 491944.34375 +97 626209.00000 +98 626209.00000 +99 544290.68750 +100 626321.93750 +101 630730.00000 +102 544290.68750 +103 545266.68750 +104 631053.87500 +105 544614.62500 +106 518555.50000 +107 626209.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.4685134887695312,"95 145759.859375 +96 262900.062500 +97 256898.578125 +98 256956.453125 +99 256886.187500 +100 44101.632812 +101 44007.355469 +102 44024.972656 +103 44089.250000 +104 43732.441406 +105 44056.730469 +106 139295.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ITR,Prophet,1.7540209293365479,"61 -13909.881836 +62 1547.464111 +63 2612.007324 +64 1380.886108 +65 -252.548248 +66 868.905884 +67 -253.361557 +68 1380.886108 +69 -20188.042969 +70 -22349.222656 +71 1437.702393 +72 -449.587830 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,IPTU,XGBoost,1.488431453704834,"100 9511.672852 +101 6949.553223 +102 11445.808594 +103 12723.905273 +104 10037.708984 +105 10989.779297 +106 59501.414062 +107 59501.414062 +108 12820.007812 +109 10615.331055 +110 12820.007812 +111 13389.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ISS,MLP,1.4352293014526367,"108 15234.993440 +109 11368.400119 +110 14840.616220 +111 11234.017310 +112 12792.665003 +113 8751.416505 +114 11477.307991 +115 9956.876909 +116 8979.405671 +117 970.812505 +118 7412.708908 +119 5934.959184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ITBI,SARIMAX,1.4300858974456787,"108 32350.277344 +109 8824.039062 +110 36367.031250 +111 30764.990234 +112 46625.007812 +113 31385.726562 +114 31223.029297 +115 47400.285156 +116 31345.035156 +117 36367.031250 +118 46576.152344 +119 28998.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,IRRF,XGBoost,1.7406458854675293,"108 107066.171875 +109 145938.484375 +110 145938.484375 +111 145938.484375 +112 145938.484375 +113 145938.484375 +114 145938.484375 +115 145938.484375 +116 110184.171875 +117 145938.484375 +118 145938.484375 +119 145938.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do FPM,SARIMAX,1.2626802921295166,"108 1893065.625 +109 1893779.000 +110 1664805.875 +111 1665321.500 +112 1893065.625 +113 1892900.500 +114 1893768.875 +115 1664805.875 +116 1664805.875 +117 1664805.875 +118 1893065.625 +119 1893779.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,XGBoost,0.8911850452423096,"108 8.869720e+05 +109 8.327978e+05 +110 8.337472e+05 +111 1.002232e+06 +112 9.271464e+05 +113 8.861242e+05 +114 8.792984e+05 +115 9.800238e+05 +116 9.800238e+05 +117 9.263383e+05 +118 8.861242e+05 +119 9.263383e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,SARIMAX,2.2207484245300293,"106 95721.257812 +107 95721.257812 +108 52808.519531 +109 59557.199219 +110 95721.257812 +111 58950.277344 +112 52953.699219 +113 64048.492188 +114 73087.453125 +115 73087.453125 +116 73148.476562 +117 95073.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do ITR,AR,1.9325947761535645,"105 32141.244141 +106 13715.725586 +107 9568.883789 +108 9568.867188 +109 10843.949219 +110 9568.867188 +111 12116.582031 +112 11269.016602 +113 19650.310547 +114 48214.179688 +115 22698.898438 +116 28701.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Transferencias LC 61_1989,AR,1.22123122215271,"60 8318.169922 +61 6189.762207 +62 6234.358887 +63 6136.989746 +64 6190.303223 +65 6130.807617 +66 6379.326660 +67 6190.267090 +68 6190.303223 +69 10743.500000 +70 6234.358887 +71 6610.030762 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,IPTU,HWES,2.2118191719055176,"100 63335.617188 +101 147267.734375 +102 175726.828125 +103 175595.468750 +104 175595.468750 +105 175748.484375 +106 88961.039062 +107 88955.414062 +108 175726.828125 +109 175748.484375 +110 175211.234375 +111 175726.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ISS,SARIMAX,1.134476900100708,"108 259368.062500 +109 260525.453125 +110 259368.062500 +111 259722.187500 +112 259288.875000 +113 258890.062500 +114 260408.421875 +115 260525.453125 +116 260408.421875 +117 259064.250000 +118 258883.921875 +119 260408.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ITBI,XGBoost,1.6982066631317139,"102 22082.732422 +103 26787.714844 +104 21671.894531 +105 25314.029297 +106 73179.992188 +107 73942.835938 +108 73931.710938 +109 73970.015625 +110 73425.914062 +111 73762.687500 +112 73561.062500 +113 73931.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,IRRF,XGBoost,1.132939338684082,"108 94539.304688 +109 70301.687500 +110 70301.687500 +111 70301.687500 +112 70301.687500 +113 70301.687500 +114 70301.687500 +115 70301.687500 +116 70301.687500 +117 69643.593750 +118 70301.687500 +119 70301.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do FPM,SARIMAX,0.8486611843109131,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,XGBoost,1.2744534015655518,"108 495933.56250 +109 460183.03125 +110 459207.15625 +111 403227.75000 +112 419387.59375 +113 493603.40625 +114 412828.65625 +115 437743.59375 +116 431820.56250 +117 406464.87500 +118 487411.68750 +119 402054.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,MLP,1.6441245079040527,"108 137307.069646 +109 25554.055142 +110 108623.728571 +111 89448.357250 +112 59096.245330 +113 35552.673101 +114 31073.612058 +115 31153.462987 +116 25466.378812 +117 27651.565796 +118 28253.612449 +119 210546.155175 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ITR,AR,1.2368595600128174,"56 1286.225830 +57 1285.701782 +58 1290.657837 +59 1290.676636 +60 1288.370728 +61 1290.678833 +62 1290.657837 +63 1285.701782 +64 1285.357666 +65 1290.657837 +66 1286.240356 +67 1285.357666 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Transferencias LC 61_1989,HWES,1.2423100471496582,"84 3559.738525 +85 3407.022705 +86 3336.021729 +87 3551.169678 +88 3463.495850 +89 3559.471924 +90 3611.318604 +91 3436.129150 +92 3551.354736 +93 4206.214355 +94 3336.021729 +95 3573.626709 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,IPTU,SARIMAX,0.8490521907806396,"92 23522.841797 +93 15889.613281 +94 17161.830078 +95 15602.271484 +96 17028.125000 +97 30607.669922 +98 187010.781250 +99 16000.878906 +100 76369.046875 +101 17417.152344 +102 25075.890625 +103 14892.098633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ISS,SARIMAX,1.2531449794769287,"96 171542.609375 +97 163593.375000 +98 163593.375000 +99 165141.515625 +100 144846.296875 +101 163593.375000 +102 163593.375000 +103 163593.375000 +104 165141.515625 +105 165141.515625 +106 153828.890625 +107 153828.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ITBI,SARIMAX,0.9583613872528076,"90 41500.257812 +91 24964.355469 +92 26945.011719 +93 52087.500000 +94 23943.822266 +95 23941.779297 +96 23849.105469 +97 22980.138672 +98 23266.759766 +99 22287.927734 +100 23270.460938 +101 18532.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,IRRF,SARIMAX,1.0232656002044678,"96 122691.140625 +97 122691.140625 +98 122691.140625 +99 122691.140625 +100 122691.140625 +101 122691.140625 +102 122691.140625 +103 122691.140625 +104 122691.140625 +105 122691.140625 +106 122691.140625 +107 112000.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do FPM,MLP,1.034815788269043,"96 1.369635e+06 +97 1.396149e+06 +98 1.328459e+06 +99 1.348147e+06 +100 1.353749e+06 +101 1.338242e+06 +102 1.357192e+06 +103 1.297961e+06 +104 1.279730e+06 +105 1.288945e+06 +106 1.307676e+06 +107 1.314233e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,Prophet,0.9101500511169434,"90 764619.0625 +91 692490.5000 +92 606832.4375 +93 693458.6875 +94 655189.5000 +95 655189.5000 +96 626506.6250 +97 661941.1250 +98 631492.7500 +99 628759.7500 +100 721855.9375 +101 619073.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,MLP,2.3417088985443115,"90 40713.805567 +91 34356.658362 +92 33701.618826 +93 32310.679863 +94 37900.664173 +95 253237.185747 +96 213157.535145 +97 104994.952757 +98 145433.607248 +99 268539.738616 +100 184708.980232 +101 80643.906566 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ITR,XGBoost,1.215050458908081,"93 7132.713379 +94 3366.296387 +95 3768.335938 +96 3899.329102 +97 4329.184082 +98 4353.383301 +99 5024.166504 +100 4561.501953 +101 7901.854004 +102 19709.660156 +103 5943.683105 +104 5237.080566 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Transferencias LC 61_1989,SES,1.0760431289672852,"54 5895.665039 +55 5803.400391 +56 6108.057129 +57 6423.268066 +58 6422.788574 +59 5599.521973 +60 6041.050293 +61 6422.788574 +62 6422.788574 +63 5691.419922 +64 6177.852051 +65 6177.852051 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,XGBoost,1.1002073287963867,"85 5869.448242 +86 8111.941406 +87 7868.778320 +88 9078.331055 +89 14854.115234 +90 22883.748047 +91 22052.810547 +92 33361.460938 +93 78437.609375 +94 33375.785156 +95 33077.144531 +96 77393.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,XGBoost,1.211690902709961,"108 23892.740234 +109 20837.740234 +110 20113.417969 +111 20132.751953 +112 19032.933594 +113 18085.500000 +114 20039.892578 +115 13730.951172 +116 19383.722656 +117 21908.859375 +118 21107.914062 +119 21333.880859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,XGBoost,1.384671688079834,"105 23450.845703 +106 3851.750488 +107 4065.847168 +108 23586.632812 +109 3846.114258 +110 23783.824219 +111 27306.908203 +112 23566.392578 +113 25549.896484 +114 9486.426758 +115 4391.820312 +116 27322.498047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,IRRF,XGBoost,1.1127350330352783,"108 90850.609375 +109 90948.601562 +110 134654.140625 +111 134654.140625 +112 134654.140625 +113 134654.140625 +114 134654.140625 +115 134654.140625 +116 134653.515625 +117 134654.140625 +118 134654.140625 +119 134654.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do FPM,SARIMAX,1.2149527072906494,"108 1340441.375 +109 1893768.375 +110 1083621.000 +111 1216461.000 +112 1528836.625 +113 1333395.375 +114 1529354.625 +115 1083621.000 +116 1086373.625 +117 1075254.750 +118 1528836.625 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,HWES,0.9824485778808594,"108 697012.5000 +109 514095.0625 +110 583153.5625 +111 667382.3750 +112 653367.4375 +113 632567.1875 +114 620215.6875 +115 662045.8750 +116 674438.6875 +117 664094.8125 +118 644853.5000 +119 631684.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,XGBoost,0.8609685897827148,"101 85931.945312 +102 62589.101562 +103 87952.710938 +104 87949.343750 +105 89814.703125 +106 29891.578125 +107 38723.308594 +108 44830.945312 +109 120353.070312 +110 120353.070312 +111 44831.429688 +112 19851.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ITR,SARIMAX,1.4393274784088135,"94 64.830856 +95 70.127396 +96 58.909912 +97 63.500015 +98 35.454105 +99 43.428581 +100 66.233093 +101 71.394806 +102 1067.393555 +103 476.238861 +104 6.594708 +105 136.108398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Transferencias LC 61_1989,AR,1.4472777843475342,"108 5941.496582 +109 7013.533691 +110 5834.228027 +111 5379.746094 +112 5466.514160 +113 5501.862793 +114 5740.101074 +115 5466.514160 +116 5467.500488 +117 5392.553711 +118 5844.506836 +119 6064.016602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,IPTU,MLP,1.6366844177246094,"107 15792.079068 +108 15810.846307 +109 192534.834093 +110 126338.308798 +111 30302.081398 +112 30005.715744 +113 25078.794025 +114 16895.626462 +115 18429.272038 +116 19765.362137 +117 19792.846896 +118 23929.138164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ISS,SARIMAX,1.2327241897583008,"108 129440.968750 +109 172306.265625 +110 163441.390625 +111 154137.421875 +112 154131.046875 +113 151489.875000 +114 151207.468750 +115 126251.203125 +116 149061.250000 +117 126217.671875 +118 148820.062500 +119 125985.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ITBI,AR,1.1778528690338135,"106 35243.886719 +107 34965.867188 +108 36343.785156 +109 34965.867188 +110 36343.785156 +111 30195.814453 +112 35544.328125 +113 55812.441406 +114 30195.814453 +115 37455.937500 +116 43348.242188 +117 36331.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,IRRF,SARIMAX,0.9424905776977539,"92 76201.140625 +93 75769.867188 +94 67727.585938 +95 54998.984375 +96 63909.558594 +97 52853.824219 +98 46701.164062 +99 52306.257812 +100 52927.722656 +101 52927.722656 +102 52927.722656 +103 48499.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do FPM,SARIMAX,1.0688023567199707,"108 1711196.750 +109 3156281.000 +110 1718121.375 +111 1720842.375 +112 2172367.250 +113 2135383.000 +114 3156281.000 +115 1718121.375 +116 1718121.375 +117 1576704.750 +118 2172367.250 +119 3156281.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,HWES,0.8915371894836426,"108 1.749738e+06 +109 9.789453e+05 +110 9.758514e+05 +111 1.095967e+06 +112 1.109636e+06 +113 1.112651e+06 +114 1.091208e+06 +115 1.179335e+06 +116 1.179335e+06 +117 1.106884e+06 +118 1.043009e+06 +119 1.104706e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,XGBoost,1.8748433589935303,"108 183263.578125 +109 155204.593750 +110 184121.078125 +111 189092.578125 +112 193859.140625 +113 133861.000000 +114 82393.226562 +115 30899.656250 +116 30437.730469 +117 21753.570312 +118 21753.570312 +119 192653.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ITR,AR,2.112180233001709,"92 31209.443359 +93 142092.390625 +94 2282.094238 +95 3749.657715 +96 2291.559326 +97 3509.957031 +98 3318.052490 +99 2955.439453 +100 3307.012207 +101 3341.045166 +102 3947.229248 +103 3566.475586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Transferencias LC 61_1989,XGBoost,1.5218825340270996,"84 11528.453125 +85 11344.383789 +86 11368.374023 +87 11608.575195 +88 11592.147461 +89 11612.390625 +90 13884.820312 +91 11368.272461 +92 11608.532227 +93 8559.884766 +94 11368.374023 +95 13891.915039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,IPTU,SARIMAX,2.4764463901519775,"101 58768.234375 +102 255057.390625 +103 516454.968750 +104 253996.296875 +105 124715.453125 +106 125969.429688 +107 224149.609375 +108 126513.968750 +109 127021.593750 +110 224365.296875 +111 126113.000000 +112 222364.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ISS,SARIMAX,1.123685359954834,"108 58930.605469 +109 53487.539062 +110 55748.621094 +111 55748.621094 +112 55748.621094 +113 59070.546875 +114 59360.441406 +115 54283.613281 +116 60443.511719 +117 52839.218750 +118 53657.707031 +119 61069.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ITBI,XGBoost,1.1505169868469238,"108 22120.318359 +109 23827.175781 +110 24522.148438 +111 21091.867188 +112 15656.842773 +113 25706.603516 +114 27151.652344 +115 24467.660156 +116 25699.173828 +117 29434.679688 +118 21157.791016 +119 21686.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,IRRF,Prophet,1.050553321838379,"108 87992.414062 +109 87075.648438 +110 87075.625000 +111 87992.312500 +112 87992.312500 +113 87075.648438 +114 87992.390625 +115 87992.390625 +116 87075.625000 +117 87088.851562 +118 87075.625000 +119 92274.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do FPM,SARIMAX,1.28253173828125,"108 1.388702e+06 +109 1.893768e+06 +110 1.098613e+06 +111 1.199881e+06 +112 1.388702e+06 +113 1.374152e+06 +114 1.388702e+06 +115 1.098613e+06 +116 1.102234e+06 +117 1.030642e+06 +118 1.388702e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,HWES,0.9712157249450684,"108 1120969.25 +109 1033374.25 +110 1087023.25 +111 1167194.75 +112 1080695.75 +113 1120952.00 +114 1167194.75 +115 1176752.25 +116 1167194.75 +117 1080695.75 +118 1120969.25 +119 1080695.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,AR,1.6528165340423584,"108 309059.718750 +109 78089.492188 +110 319315.843750 +111 250451.203125 +112 222745.906250 +113 55400.167969 +114 14956.631836 +115 17842.931641 +116 20995.890625 +117 7911.813965 +118 10207.471680 +119 305411.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ITR,SARIMAX,1.4923670291900635,"102 157.311264 +103 2281.389648 +104 2289.391846 +105 2301.193115 +106 2690.458008 +107 2674.510010 +108 2690.115723 +109 2689.177734 +110 2505.691162 +111 2728.821045 +112 2683.037109 +113 2686.635254 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Transferencias LC 61_1989,XGBoost,1.7564520835876465,"108 10149.458984 +109 9022.346680 +110 9836.992188 +111 11528.153320 +112 10281.683594 +113 10695.117188 +114 10828.592773 +115 10569.692383 +116 10805.559570 +117 10324.580078 +118 10261.573242 +119 11822.576172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,IPTU,SARIMAX,1.0921425819396973,"101 4578.824219 +102 6211.636719 +103 4106.516602 +104 31510.406250 +105 4547.494629 +106 14065.148438 +107 13998.962891 +108 7440.673828 +109 6717.068359 +110 6587.004395 +111 11757.181641 +112 13135.774414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ISS,SARIMAX,1.0313167572021484,"108 11910.959961 +109 10786.982422 +110 10786.979492 +111 11063.991211 +112 13408.139648 +113 13182.274414 +114 13108.504883 +115 12841.924805 +116 12825.808594 +117 12390.843750 +118 12659.797852 +119 10868.595703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ITBI,XGBoost,1.2050929069519043,"80 7489.105469 +81 9230.021484 +82 6462.381836 +83 7233.218750 +84 7280.672852 +85 6533.856445 +86 7322.360352 +87 7307.432617 +88 7268.124023 +89 7096.910645 +90 6545.793945 +91 6547.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,IRRF,Prophet,1.9628369808197021,"108 62215.972656 +109 62215.972656 +110 95196.289062 +111 79198.789062 +112 62215.972656 +113 68462.234375 +114 68462.234375 +115 95196.289062 +116 68462.234375 +117 79198.789062 +118 68462.234375 +119 95196.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do FPM,SARIMAX,1.0516743659973145,"108 1.545052e+06 +109 1.642236e+06 +110 1.084599e+06 +111 1.310281e+06 +112 1.545052e+06 +113 1.310281e+06 +114 1.545052e+06 +115 1.084599e+06 +116 1.084599e+06 +117 9.857379e+05 +118 1.545052e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,HWES,0.8541607856750488,"108 502959.06250 +109 435604.62500 +110 448428.18750 +111 532154.75000 +112 522210.34375 +113 441413.90625 +114 526007.00000 +115 525837.25000 +116 532154.75000 +117 525837.25000 +118 522210.34375 +119 525837.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,SARIMAX,0.9727506637573242,"107 71361.781250 +108 30124.724609 +109 51830.027344 +110 63076.746094 +111 63076.746094 +112 29926.562500 +113 8755.963867 +114 13849.007812 +115 4259.364258 +116 2814.710693 +117 2814.710693 +118 69611.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ITR,AR,1.4307773113250732,"97 248.249710 +98 2971.974365 +99 3031.867920 +100 6078.630371 +101 6335.982422 +102 6326.876953 +103 6871.544434 +104 6621.523438 +105 202.648849 +106 170.554367 +107 6335.902832 +108 6326.876953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Transferencias LC 61_1989,XGBoost,0.9851839542388916,"48 3076.749512 +49 3374.845703 +50 3375.292969 +51 3609.589355 +52 3584.622559 +53 3522.791016 +54 3905.078369 +55 3584.635742 +56 3584.216797 +57 2853.586914 +58 3584.231934 +59 3903.672607 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,IPTU,SARIMAX,2.457550525665283,"108 2.970394e+05 +109 5.191202e+05 +110 3.376770e+06 +111 5.990104e+05 +112 5.990104e+05 +113 5.990102e+05 +114 5.990104e+05 +115 5.559916e+05 +116 6.021606e+05 +117 5.507752e+05 +118 5.507752e+05 +119 5.222705e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ISS,SARIMAX,0.8843193054199219,"108 1439164.500 +109 1340848.375 +110 1439164.500 +111 1332464.625 +112 1332464.625 +113 1340848.375 +114 1340848.375 +115 1439164.500 +116 1439164.500 +117 1340848.375 +118 1439164.500 +119 1439164.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ITBI,SES,1.0833139419555664,"108 342114.000000 +109 277495.812500 +110 441773.281250 +111 207995.890625 +112 321082.875000 +113 319295.468750 +114 486135.843750 +115 294404.812500 +116 363098.156250 +117 301481.656250 +118 379155.218750 +119 403454.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,IRRF,SARIMAX,1.4811983108520508,"108 8.864384e+05 +109 9.233351e+05 +110 9.243889e+05 +111 9.233352e+05 +112 1.787476e+06 +113 9.228513e+05 +114 9.233351e+05 +115 9.243889e+05 +116 1.787476e+06 +117 1.116307e+06 +118 1.116307e+06 +119 1.787476e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do FPM,SARIMAX,1.328171730041504,"108 5221270.50 +109 7575074.50 +110 4279713.50 +111 4761706.50 +112 5397784.50 +113 5221270.50 +114 6218623.50 +115 4279713.50 +116 4277160.50 +117 3904939.75 +118 5397784.50 +119 7575074.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,HWES,0.8308544158935547,"108 6153628.5 +109 4955966.5 +110 5070581.5 +111 5547576.5 +112 6017545.0 +113 5746130.0 +114 5547576.5 +115 5845442.0 +116 5845442.0 +117 5971575.0 +118 5749317.0 +119 5971575.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,MLP,1.6338155269622803,"108 3.381843e+06 +109 1.093713e+06 +110 1.231485e+06 +111 2.022060e+06 +112 1.740365e+06 +113 9.726952e+05 +114 7.446358e+05 +115 5.412030e+05 +116 3.800944e+05 +117 3.102398e+05 +118 2.697403e+05 +119 2.002291e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do ITR,MLP,2.483044385910034,"107 4.501743e+05 +108 1.276550e+05 +109 1.381118e+05 +110 1.544082e+05 +111 1.623328e+05 +112 1.597199e+05 +113 1.618150e+05 +114 1.684649e+05 +115 3.209283e+05 +116 3.657529e+06 +117 6.233253e+05 +118 6.412268e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Transferencias LC 61_1989,AR,1.2048332691192627,"88 55298.523438 +89 46238.921875 +90 46574.503906 +91 56004.101562 +92 44674.417969 +93 56540.910156 +94 58187.945312 +95 45213.718750 +96 55573.242188 +97 53427.160156 +98 46582.082031 +99 58702.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,MLP,1.5537309646606445,"108 5.314850e+06 +109 4.407307e+06 +110 1.658757e+06 +111 1.587546e+06 +112 1.505790e+06 +113 1.499655e+06 +114 1.404886e+06 +115 1.299085e+06 +116 1.307287e+06 +117 1.592064e+06 +118 1.199662e+06 +119 1.506536e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ISS,MLP,0.9186596870422363,"108 2.310918e+06 +109 2.245194e+06 +110 2.267913e+06 +111 2.252726e+06 +112 2.272153e+06 +113 2.249393e+06 +114 2.261797e+06 +115 2.210808e+06 +116 2.179455e+06 +117 2.169242e+06 +118 2.162061e+06 +119 2.182008e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,HWES,1.2319517135620117,"108 458471.59375 +109 517018.25000 +110 562724.25000 +111 459294.00000 +112 485950.15625 +113 562724.25000 +114 485887.81250 +115 561585.93750 +116 463776.84375 +117 567799.06250 +118 562724.12500 +119 562724.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,IRRF,XGBoost,1.532766580581665,"108 3092538.5 +109 4754025.0 +110 4752351.0 +111 4755317.0 +112 4754022.0 +113 4754022.0 +114 4752473.5 +115 4752473.5 +116 4755601.0 +117 4754022.0 +118 4755807.5 +119 4755317.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9304962158203125,"108 7642680.5 +109 10804286.0 +110 6870633.5 +111 7387401.0 +112 7646494.0 +113 7951664.0 +114 6111065.0 +115 6870633.5 +116 6292183.5 +117 5981879.0 +118 7646494.0 +119 10804286.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,HWES,0.8574180603027344,"108 10424009.0 +109 10160232.0 +110 10413842.0 +111 10459947.0 +112 10500034.0 +113 10432850.0 +114 10434001.0 +115 10499323.0 +116 10499323.0 +117 10492430.0 +118 10416418.0 +119 10482776.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,MLP,1.6428759098052979,"108 3.556340e+06 +109 1.851040e+06 +110 2.334730e+06 +111 4.045024e+06 +112 3.406254e+06 +113 1.763863e+06 +114 1.331159e+06 +115 9.663974e+05 +116 6.939391e+05 +117 5.744255e+05 +118 5.294528e+05 +119 2.989951e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ITR,HWES,1.151951789855957,"79 1163.834839 +80 753.860474 +81 757.098450 +82 519.069214 +83 2870.389648 +84 4944.890137 +85 1178.999023 +86 988.969666 +87 866.031372 +88 879.321533 +89 520.590576 +90 519.069946 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Transferencias LC 61_1989,MLP,0.893798828125,"96 56772.332727 +97 61900.408003 +98 61152.980005 +99 60035.938237 +100 60856.710675 +101 59821.828403 +102 59315.784907 +103 60941.281735 +104 60675.197726 +105 54113.204858 +106 59890.457607 +107 57479.697418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,IPTU,SARIMAX,1.235473871231079,"104 5273.589844 +105 83905.054688 +106 92348.140625 +107 5114.269531 +108 5114.269531 +109 4758.733398 +110 4283.101562 +111 4445.718262 +112 6024.482910 +113 1899.957520 +114 4758.733398 +115 1910.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ISS,Prophet,1.153930902481079,"108 11172.536133 +109 33952.175781 +110 24751.240234 +111 24751.240234 +112 33956.628906 +113 24751.240234 +114 24751.240234 +115 24751.240234 +116 24751.240234 +117 33952.175781 +118 22857.423828 +119 24751.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ITBI,XGBoost,1.2445626258850098,"105 14127.167969 +106 13984.379883 +107 10530.111328 +108 13383.812500 +109 13913.117188 +110 8141.455078 +111 13687.470703 +112 14117.348633 +113 13780.152344 +114 11296.124023 +115 13913.121094 +116 12842.568359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,IRRF,XGBoost,1.808581829071045,"108 83698.351562 +109 53992.609375 +110 53992.609375 +111 54159.601562 +112 53636.273438 +113 54159.601562 +114 53717.515625 +115 54159.601562 +116 55869.453125 +117 55869.453125 +118 53320.828125 +119 53636.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do FPM,SARIMAX,1.1814906597137451,"108 1565264.000 +109 1473625.875 +110 1473625.875 +111 1474747.125 +112 1473625.875 +113 1474747.125 +114 1473628.375 +115 1302849.625 +116 1301095.375 +117 1302894.125 +118 1473625.875 +119 1802098.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,HWES,0.9100756645202637,"108 405606.12500 +109 394132.09375 +110 394550.37500 +111 412409.84375 +112 415097.56250 +113 404890.06250 +114 410914.46875 +115 459071.06250 +116 400902.09375 +117 476750.46875 +118 401304.84375 +119 479299.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,XGBoost,1.646742343902588,"108 87071.789062 +109 7034.151855 +110 72115.296875 +111 74080.578125 +112 95992.757812 +113 7611.465820 +114 4814.382812 +115 8188.116699 +116 5717.173340 +117 4806.184570 +118 5717.173340 +119 95992.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do ITR,AR,2.0177435874938965,"66 97.141350 +67 103.646835 +68 176.745804 +69 177.372406 +70 63.471966 +71 148.928650 +72 148.927399 +73 112.867805 +74 1186.500244 +75 6555.855957 +76 8423.270508 +77 1954.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Transferencias LC 61_1989,AR,1.7081325054168701,"84 3659.867676 +85 3699.741699 +86 3896.529785 +87 4100.039551 +88 4070.616211 +89 3901.444092 +90 4035.695312 +91 3911.382324 +92 3269.965820 +93 3431.841309 +94 3909.542236 +95 4707.247559 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,IPTU,SARIMAX,1.3317201137542725,"84 19850.103516 +85 37933.488281 +86 35526.777344 +87 39659.664062 +88 38723.875000 +89 36417.949219 +90 37918.738281 +91 37547.699219 +92 107537.101562 +93 76268.195312 +94 76427.867188 +95 76562.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ISS,SARIMAX,0.8225820064544678,"88 31270.480469 +89 31930.539062 +90 31786.500000 +91 31786.500000 +92 31786.500000 +93 31786.500000 +94 31786.500000 +95 31786.500000 +96 31786.500000 +97 31786.500000 +98 32536.113281 +99 31679.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ITBI,SES,1.1928062438964844,"84 10844.062500 +85 6046.386230 +86 18177.667969 +87 9527.718750 +88 12330.617188 +89 5031.763184 +90 18803.923828 +91 7761.846680 +92 7813.690430 +93 9681.158203 +94 23748.861328 +95 9684.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,IRRF,Prophet,1.0446453094482422,"88 65739.132812 +89 65739.132812 +90 65848.367188 +91 65739.414062 +92 65739.414062 +93 65848.367188 +94 65739.414062 +95 65848.367188 +96 69700.335938 +97 69700.335938 +98 69700.335938 +99 69700.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do FPM,SARIMAX,1.0401310920715332,"88 1784299.250 +89 1811506.375 +90 1444015.000 +91 1784299.250 +92 1784312.500 +93 1784299.250 +94 1811506.375 +95 1784299.250 +96 1444015.000 +97 1561915.875 +98 1811726.375 +99 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,Prophet,0.8567461967468262,"88 688783.3125 +89 693524.1875 +90 708924.8125 +91 688341.9375 +92 709515.6875 +93 696617.0625 +94 696617.0625 +95 693524.1875 +96 687981.8750 +97 688825.7500 +98 692192.0000 +99 712092.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,SARIMAX,1.086087703704834,"88 155720.828125 +89 61694.250000 +90 73173.093750 +91 140010.593750 +92 73173.093750 +93 47453.910156 +94 47453.910156 +95 47492.699219 +96 47466.183594 +97 46312.328125 +98 46303.910156 +99 155720.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do ITR,XGBoost,1.467726707458496,"71 164.293243 +72 229.856094 +73 279.917297 +74 929.150635 +75 911.024719 +76 1073.776123 +77 1107.406616 +78 1109.419312 +79 577.452942 +80 569.330261 +81 1076.326416 +82 1049.696777 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Transferencias LC 61_1989,XGBoost,1.050196886062622,"88 6312.294922 +89 6632.975098 +90 6450.077637 +91 6482.372070 +92 5904.134766 +93 7223.429688 +94 6081.284180 +95 6693.399902 +96 5850.138672 +97 6287.538086 +98 6701.777344 +99 5706.173828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,IPTU,HWES,2.391089916229248,"104 89862.429688 +105 143218.875000 +106 141635.156250 +107 141634.593750 +108 59854.832031 +109 34643.640625 +110 34643.640625 +111 29155.166016 +112 63926.378906 +113 37299.453125 +114 38670.484375 +115 40466.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ISS,SARIMAX,0.944892406463623,"108 66108.351562 +109 52983.101562 +110 51352.585938 +111 62338.429688 +112 62450.132812 +113 54993.980469 +114 62450.132812 +115 66108.453125 +116 62271.273438 +117 62295.222656 +118 62295.222656 +119 62295.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ITBI,XGBoost,0.9973883628845215,"108 67246.625000 +109 86074.640625 +110 81445.984375 +111 50256.996094 +112 90624.539062 +113 69677.953125 +114 90753.617188 +115 77883.031250 +116 79684.242188 +117 86230.804688 +118 91923.406250 +119 89110.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,IRRF,SARIMAX,1.4480597972869873,"107 202057.046875 +108 202057.046875 +109 202057.046875 +110 202057.046875 +111 173954.250000 +112 173954.250000 +113 173954.250000 +114 202057.046875 +115 202057.046875 +116 202057.046875 +117 202057.046875 +118 202057.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do FPM,SARIMAX,0.9004921913146973,"108 1384598.250 +109 1818422.875 +110 1338789.375 +111 1385029.875 +112 1818422.875 +113 1818422.875 +114 1818422.875 +115 1392861.125 +116 1392861.125 +117 1338795.125 +118 1818422.875 +119 1893479.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,HWES,1.2253377437591553,"108 1248117.875 +109 1409850.500 +110 1456028.250 +111 1449352.125 +112 1607954.625 +113 1486233.375 +114 1454939.000 +115 1607047.750 +116 1611879.500 +117 1611876.000 +118 1492905.000 +119 1611886.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,MLP,1.5599899291992188,"105 224981.706457 +106 199396.430198 +107 106579.314107 +108 106487.480140 +109 111752.140602 +110 200003.058649 +111 67910.259816 +112 110024.986234 +113 67516.633037 +114 96728.511378 +115 49958.836946 +116 184149.760504 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ITR,MLP,1.4670193195343018,"36 67470.646474 +37 4074.214567 +38 13069.057202 +39 12064.708500 +40 5586.504671 +41 3419.230414 +42 9537.158227 +43 4681.527116 +44 31427.064112 +45 910504.134023 +46 191136.726393 +47 137117.182730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,IPTU,MLP,1.9171068668365479,"107 50962.645997 +108 83603.068407 +109 123920.139627 +110 376250.154388 +111 58051.010028 +112 33380.499736 +113 35851.962042 +114 36666.440654 +115 35696.102513 +116 31377.918031 +117 32005.480674 +118 32298.454689 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,1.112375259399414,"108 68994.375000 +109 65768.218750 +110 68994.375000 +111 68994.375000 +112 68333.289062 +113 68994.375000 +114 68994.375000 +115 68994.375000 +116 68994.375000 +117 80329.968750 +118 80329.968750 +119 80329.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ITBI,XGBoost,1.4824798107147217,"108 19805.126953 +109 12735.032227 +110 12494.044922 +111 22209.699219 +112 13772.623047 +113 20570.099609 +114 18377.410156 +115 19634.216797 +116 18377.410156 +117 19586.185547 +118 21218.958984 +119 19673.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,IRRF,SARIMAX,0.9905023574829102,"93 129583.460938 +94 70372.164062 +95 100562.242188 +96 100560.054688 +97 100562.242188 +98 100562.242188 +99 100560.890625 +100 100562.242188 +101 100562.242188 +102 100562.242188 +103 100562.242188 +104 100560.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do FPM,SARIMAX,1.1796050071716309,"108 1280064.50 +109 1893768.50 +110 1188632.50 +111 1171272.75 +112 1280064.50 +113 1250222.50 +114 1280064.50 +115 1188632.50 +116 1188410.25 +117 1280064.50 +118 1280064.50 +119 1893768.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,HWES,1.1152381896972656,"108 1.152747e+06 +109 1.034519e+06 +110 1.065837e+06 +111 1.064988e+06 +112 1.260277e+06 +113 1.173641e+06 +114 1.073586e+06 +115 1.262114e+06 +116 1.262114e+06 +117 1.073586e+06 +118 1.170129e+06 +119 1.209391e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,MLP,2.2791907787323,"107 391036.863136 +108 104343.340809 +109 165936.930488 +110 246940.443504 +111 234081.685822 +112 107727.188669 +113 82524.583316 +114 82876.027988 +115 67386.407846 +116 53170.834415 +117 52718.157057 +118 266703.728432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ITR,XGBoost,2.21563982963562,"95 23.802465 +96 504.986298 +97 108.753189 +98 111.549873 +99 93.193565 +100 44.757664 +101 60.814953 +102 44.703548 +103 1455.270630 +104 -9.178119 +105 -19.398016 +106 41.576065 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Transferencias LC 61_1989,XGBoost,1.318467378616333,"108 10301.729492 +109 8244.843750 +110 8432.305664 +111 11173.427734 +112 8639.979492 +113 11305.003906 +114 11494.068359 +115 8152.963379 +116 9196.856445 +117 9924.418945 +118 10387.959961 +119 10185.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,IPTU,XGBoost,1.4846205711364746,"108 79268792.0 +109 143331808.0 +110 45341140.0 +111 45228172.0 +112 45228172.0 +113 45066316.0 +114 45177164.0 +115 44832012.0 +116 44484596.0 +117 44405044.0 +118 44403412.0 +119 44403424.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ISS,SARIMAX,0.8514924049377441,"108 136145184.0 +109 127894760.0 +110 141343824.0 +111 136145184.0 +112 141343824.0 +113 136145184.0 +114 136145184.0 +115 136145184.0 +116 136145184.0 +117 136145184.0 +118 136145184.0 +119 136145184.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ITBI,XGBoost,1.103226661682129,"108 25954540.0 +109 23719112.0 +110 30437780.0 +111 25743152.0 +112 30411168.0 +113 25635502.0 +114 25942316.0 +115 32951168.0 +116 25662116.0 +117 25931178.0 +118 25950632.0 +119 30701102.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,IRRF,SARIMAX,0.8518726825714111,"108 26336650.0 +109 36467228.0 +110 67480904.0 +111 36446720.0 +112 36446720.0 +113 36378344.0 +114 36446720.0 +115 36316088.0 +116 36316088.0 +117 36316088.0 +118 36307328.0 +119 67480904.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do FPM,SARIMAX,1.5343906879425049,"108 47217012.0 +109 57749488.0 +110 36041560.0 +111 47281620.0 +112 47634488.0 +113 43002436.0 +114 43349824.0 +115 33339400.0 +116 33339400.0 +117 33279828.0 +118 37101688.0 +119 49617744.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,MLP,0.8162698745727539,"108 5.305418e+07 +109 5.168197e+07 +110 5.268827e+07 +111 5.486294e+07 +112 5.605733e+07 +113 5.349570e+07 +114 5.423905e+07 +115 5.475466e+07 +116 5.445183e+07 +117 5.587582e+07 +118 5.248947e+07 +119 5.537651e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,MLP,1.736464500427246,"108 9.330318e+07 +109 3.052436e+07 +110 3.209281e+07 +111 5.199428e+07 +112 4.640773e+07 +113 2.336217e+07 +114 2.009786e+07 +115 1.302287e+07 +116 9.835036e+06 +117 8.709240e+06 +118 6.567757e+06 +119 6.750861e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ITR,XGBoost,1.4460382461547852,"108 25429.138672 +109 21603.552734 +110 21592.919922 +111 76771.617188 +112 22805.693359 +113 26668.714844 +114 22663.166016 +115 23800.156250 +116 44854.234375 +117 46268.171875 +118 23194.240234 +119 23194.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Transferencias LC 61_1989,MLP,0.9209251403808594,"108 567733.776629 +109 577010.726119 +110 584466.752187 +111 587735.574198 +112 592571.145832 +113 594819.671639 +114 595891.543214 +115 601460.212318 +116 606520.319622 +117 595570.828709 +118 600554.275823 +119 601711.054846 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,SARIMAX,1.7512671947479248,"102 2478.092529 +103 2805.305176 +104 3454.735352 +105 2475.803955 +106 1948.237427 +107 1297.030151 +108 1494.995483 +109 1404.331909 +110 964.627075 +111 947.942139 +112 1665.078369 +113 1661.630859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ISS,Prophet,2.065113067626953,"102 9520.018555 +103 9520.018555 +104 9559.512695 +105 8800.366211 +106 9518.032227 +107 8800.317383 +108 8800.366211 +109 8800.317383 +110 9559.533203 +111 8800.317383 +112 8800.317383 +113 8800.317383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,XGBoost,1.2869274616241455,"96 11597.245117 +97 9286.449219 +98 13697.323242 +99 9530.559570 +100 11158.187500 +101 14723.956055 +102 9530.559570 +103 9285.298828 +104 9286.449219 +105 9530.559570 +106 11679.523438 +107 9285.298828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,IRRF,HWES,1.555586338043213,"108 38248.578125 +109 36493.304688 +110 38248.578125 +111 37495.332031 +112 31454.957031 +113 45797.691406 +114 36525.406250 +115 31285.476562 +116 45329.472656 +117 38053.367188 +118 36497.519531 +119 45856.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do FPM,XGBoost,1.0337512493133545,"102 1756375.50 +103 1886244.50 +104 1766896.75 +105 1756375.50 +106 1882371.50 +107 1882371.50 +108 1881304.25 +109 1667680.50 +110 1882371.50 +111 1756375.50 +112 1882371.50 +113 1881304.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,XGBoost,0.9205639362335205,"102 326431.40625 +103 282700.53125 +104 272401.28125 +105 277141.56250 +106 281918.25000 +107 296290.46875 +108 296237.09375 +109 296289.96875 +110 296289.96875 +111 282433.90625 +112 286835.31250 +113 282433.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,AR,1.0228843688964844,"100 5499.096680 +101 5600.823730 +102 6595.906250 +103 9882.593750 +104 9109.500000 +105 13799.422852 +106 6669.511719 +107 6878.331055 +108 8902.534180 +109 10928.783203 +110 6828.454102 +111 19157.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ITR,XGBoost,1.9301273822784424,"82 1732.568359 +83 3396.204346 +84 541.544556 +85 3398.552734 +86 2776.792725 +87 2776.843262 +88 552.642883 +89 520.112366 +90 2778.941650 +91 2777.727051 +92 552.642883 +93 2778.941650 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Transferencias LC 61_1989,XGBoost,1.7588257789611816,"54 2762.612305 +55 2591.607422 +56 2766.884033 +57 2508.577637 +58 2633.412354 +59 2762.484131 +60 2968.851562 +61 2988.197510 +62 3034.901367 +63 3140.051758 +64 3173.364258 +65 2909.419678 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,IPTU,XGBoost,1.8194491863250732,"108 11403.623047 +109 11180.525391 +110 14109.117188 +111 11647.291016 +112 19364.054688 +113 12595.875977 +114 5617.696777 +115 17111.914062 +116 10229.015625 +117 14388.152344 +118 17645.404297 +119 18638.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ISS,SARIMAX,1.078855037689209,"108 67334.851562 +109 67335.359375 +110 67335.359375 +111 67335.500000 +112 67335.359375 +113 67335.500000 +114 67334.851562 +115 67335.359375 +116 67335.359375 +117 67335.359375 +118 67335.359375 +119 67335.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ITBI,MLP,1.3809373378753662,"108 21055.681537 +109 24931.107326 +110 22724.973860 +111 20793.196411 +112 19115.970441 +113 16139.943597 +114 16312.831664 +115 17299.027893 +116 17514.264166 +117 18536.261771 +118 16684.713285 +119 18073.477199 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,IRRF,SARIMAX,1.318514108657837,"108 94536.281250 +109 128729.304688 +110 128729.304688 +111 94467.578125 +112 94467.578125 +113 94467.578125 +114 94536.281250 +115 128729.304688 +116 94467.578125 +117 128729.351562 +118 128729.351562 +119 128729.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do FPM,SARIMAX,1.5269441604614258,"108 1.630695e+06 +109 1.893769e+06 +110 1.327171e+06 +111 1.301279e+06 +112 1.630695e+06 +113 1.630734e+06 +114 1.893769e+06 +115 1.327171e+06 +116 1.327171e+06 +117 9.635357e+05 +118 1.630695e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,HWES,1.0240190029144287,"108 1.054949e+06 +109 9.167147e+05 +110 9.460755e+05 +111 1.094862e+06 +112 1.037426e+06 +113 1.054949e+06 +114 1.094862e+06 +115 1.097129e+06 +116 1.094861e+06 +117 1.097129e+06 +118 1.015323e+06 +119 1.037426e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,XGBoost,1.7417736053466797,"108 206663.500000 +109 79945.070312 +110 110317.289062 +111 220012.718750 +112 230237.375000 +113 46347.984375 +114 47928.910156 +115 33965.988281 +116 19999.056641 +117 20462.361328 +118 19592.287109 +119 253600.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do ITR,XGBoost,1.8898961544036865,"105 1651.711304 +106 1878.471802 +107 851.151489 +108 1619.680298 +109 4733.870605 +110 908.846375 +111 4733.870605 +112 892.823547 +113 265.882812 +114 217.630707 +115 -353.156677 +116 -700.465637 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,IPTU,MLP,2.361114025115967,"108 2.292653e+06 +109 7.319215e+06 +110 1.413171e+06 +111 1.138992e+06 +112 1.289967e+06 +113 1.128543e+06 +114 1.150554e+06 +115 1.165362e+06 +116 1.128829e+06 +117 1.313056e+06 +118 1.180024e+06 +119 1.295107e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ISS,SARIMAX,0.8951680660247803,"108 1694840.125 +109 1679928.250 +110 1996460.375 +111 1996462.250 +112 1694697.250 +113 1694728.375 +114 1694728.375 +115 1694728.375 +116 1996462.250 +117 1694728.375 +118 1694728.375 +119 1694728.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ITBI,SES,1.022536039352417,"108 371058.59375 +109 489710.68750 +110 456738.93750 +111 423695.87500 +112 412808.15625 +113 423017.78125 +114 456738.93750 +115 412937.40625 +116 423742.68750 +117 405725.81250 +118 466938.15625 +119 416930.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,IRRF,XGBoost,1.8297741413116455,"108 2212070.50 +109 2108547.00 +110 2199055.75 +111 3285412.25 +112 3283560.75 +113 2110605.00 +114 2203194.75 +115 3285390.25 +116 2110642.00 +117 3282691.25 +118 3278219.25 +119 3285390.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do FPM,MLP,1.1636903285980225,"106 4.734305e+06 +107 5.030718e+06 +108 4.577527e+06 +109 4.709178e+06 +110 4.805164e+06 +111 4.751282e+06 +112 4.973771e+06 +113 4.601396e+06 +114 4.658428e+06 +115 4.659251e+06 +116 4.889894e+06 +117 5.329681e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,HWES,0.9616611003875732,"108 8859807.0 +109 8859911.0 +110 8876498.0 +111 8876498.0 +112 8876528.0 +113 8862834.0 +114 8876573.0 +115 8876528.0 +116 8876528.0 +117 8876528.0 +118 8876573.0 +119 8876528.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,MLP,1.7078254222869873,"108 2.366476e+06 +109 1.273993e+06 +110 1.590730e+06 +111 3.026034e+06 +112 2.117791e+06 +113 9.813065e+05 +114 8.626432e+05 +115 5.829164e+05 +116 4.785072e+05 +117 4.236485e+05 +118 3.428492e+05 +119 2.058711e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ITR,SARIMAX,1.7945833206176758,"72 1.899460e+05 +73 5.380841e+04 +74 3.238090e+04 +75 1.493950e+05 +76 1.493950e+05 +77 5.380841e+04 +78 5.380841e+04 +79 7.505376e+04 +80 3.870102e+05 +81 2.198096e+06 +82 3.816942e+05 +83 3.029575e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Transferencias LC 61_1989,MLP,0.9360196590423584,"107 62111.520714 +108 65516.406611 +109 62981.742127 +110 64003.991459 +111 65192.720511 +112 64760.565563 +113 25590.468844 +114 53145.212169 +115 52778.603823 +116 46805.323228 +117 51751.188957 +118 49458.591747 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,IPTU,MLP,2.008441686630249,"108 4.289872e+05 +109 7.556851e+05 +110 3.084189e+06 +111 2.750823e+06 +112 8.902594e+05 +113 8.623479e+05 +114 7.722709e+05 +115 8.371765e+05 +116 7.469816e+05 +117 7.671618e+05 +118 7.569632e+05 +119 5.678983e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ISS,SARIMAX,1.031703233718872,"108 1278239.000 +109 1189822.250 +110 1189015.500 +111 1195981.625 +112 1189822.250 +113 1197379.000 +114 1197379.000 +115 1197379.000 +116 1197379.000 +117 1197379.000 +118 1197379.000 +119 1208490.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ITBI,SARIMAX,2.031160831451416,"108 198893.828125 +109 256159.750000 +110 287806.843750 +111 745374.875000 +112 279356.718750 +113 278249.468750 +114 292029.406250 +115 300845.031250 +116 300476.343750 +117 259984.531250 +118 291596.937500 +119 300476.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,IRRF,Prophet,0.9247725009918213,"108 711891.4375 +109 672309.1250 +110 709113.3125 +111 711891.4375 +112 711891.4375 +113 709113.3125 +114 708990.0625 +115 803488.3125 +116 708990.0625 +117 709113.3125 +118 807257.8750 +119 807257.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do FPM,MLP,0.9483239650726318,"107 3.498642e+06 +108 3.708073e+06 +109 3.394237e+06 +110 3.483242e+06 +111 3.546101e+06 +112 3.505993e+06 +113 3.661332e+06 +114 3.390855e+06 +115 3.428185e+06 +116 3.427241e+06 +117 3.582071e+06 +118 3.873561e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,HWES,0.9637508392333984,"108 2598929.25 +109 2100162.50 +110 2244844.75 +111 2489897.00 +112 2464424.75 +113 2447583.75 +114 2440494.50 +115 2463612.50 +116 2490469.00 +117 2440504.50 +118 2464424.75 +119 2286277.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,MLP,2.3663394451141357,"108 3.163448e+06 +109 8.554078e+05 +110 1.396105e+06 +111 1.737897e+06 +112 1.715916e+06 +113 8.360410e+05 +114 6.400913e+05 +115 5.163836e+05 +116 4.246546e+05 +117 3.709643e+05 +118 3.708872e+05 +119 2.623122e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do ITR,XGBoost,1.9152204990386963,"55 286.460724 +56 363.651398 +57 402.053375 +58 754.111511 +59 402.053375 +60 334.989227 +61 515.008301 +62 2199.460693 +63 5823.582520 +64 5823.582520 +65 25157.580078 +66 573.964355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Transferencias LC 61_1989,XGBoost,1.135246992111206,"108 23215.031250 +109 18449.876953 +110 24783.433594 +111 22311.357422 +112 22453.611328 +113 21268.601562 +114 21434.708984 +115 12652.741211 +116 21365.193359 +117 24543.933594 +118 21756.906250 +119 20957.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,IPTU,XGBoost,1.6830813884735107,"108 1531127.500 +109 1520891.375 +110 8676950.000 +111 2076343.000 +112 4053500.500 +113 2085835.000 +114 3708146.500 +115 1898367.875 +116 1956273.625 +117 1948810.250 +118 1922581.750 +119 1945353.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ISS,SARIMAX,1.2080492973327637,"108 4777118.5 +109 4757158.5 +110 4648307.5 +111 4648307.5 +112 4648353.5 +113 4648307.5 +114 4648307.5 +115 4648307.5 +116 4629842.5 +117 4648353.5 +118 4629842.5 +119 4648307.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ITBI,XGBoost,1.0062963962554932,"108 2001814.500 +109 2001836.000 +110 2004758.250 +111 2016966.000 +112 2004392.250 +113 2010143.250 +114 2010143.250 +115 2010143.125 +116 2004093.875 +117 2004093.875 +118 2004758.250 +119 2004656.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,IRRF,XGBoost,1.05442214012146,"108 1830482.375 +109 1827566.000 +110 2642412.000 +111 2642412.000 +112 2642412.000 +113 2642412.000 +114 2642412.000 +115 2642412.000 +116 2642412.000 +117 2642412.000 +118 2642412.000 +119 2642412.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do FPM,SARIMAX,0.9707512855529785,"108 6334657.5 +109 9468843.0 +110 4655679.5 +111 5230694.5 +112 6334657.5 +113 6277725.5 +114 7173722.0 +115 4849634.0 +116 4849628.0 +117 4655708.5 +118 6334657.5 +119 9468843.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,HWES,1.2396087646484375,"108 7683069.5 +109 7225343.0 +110 7425634.5 +111 7896900.5 +112 8071778.5 +113 7646629.5 +114 7896900.5 +115 8068109.5 +116 8068109.5 +117 7896900.5 +118 8071778.5 +119 7282853.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,MLP,1.9908897876739502,"108 8.033807e+06 +109 2.455220e+06 +110 2.995345e+06 +111 4.758586e+06 +112 3.654000e+06 +113 1.647763e+06 +114 1.418322e+06 +115 1.119318e+06 +116 7.513555e+05 +117 8.998605e+05 +118 6.722873e+05 +119 7.552003e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do ITR,XGBoost,1.3950374126434326,"104 277.038879 +105 261.839722 +106 250.545853 +107 294.909027 +108 402.544617 +109 400.195740 +110 4054.535156 +111 285.019073 +112 3858.164795 +113 3792.188477 +114 307.881805 +115 307.639923 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Transferencias LC 61_1989,MLP,0.9048042297363281,"108 56373.032384 +109 61466.519115 +110 60574.896247 +111 59290.645712 +112 59972.037869 +113 58752.628266 +114 58059.493872 +115 59534.099073 +116 59074.545260 +117 54404.406045 +118 56368.251220 +119 55190.927833 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,IPTU,SARIMAX,0.998314619064331,"103 8626.159180 +104 6728.117188 +105 38992.933594 +106 127159.312500 +107 214902.343750 +108 51700.343750 +109 24570.841797 +110 23972.287109 +111 24759.517578 +112 25661.626953 +113 24430.664062 +114 24645.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ISS,Prophet,0.8776817321777344,"108 41929.730469 +109 37742.675781 +110 46126.460938 +111 46093.476562 +112 46119.953125 +113 46093.476562 +114 46279.585938 +115 45982.109375 +116 46093.476562 +117 46093.476562 +118 46279.585938 +119 46093.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ITBI,XGBoost,1.1856703758239746,"105 11438.183594 +106 12589.639648 +107 13773.080078 +108 10704.796875 +109 13942.071289 +110 6714.259277 +111 5514.685059 +112 18536.839844 +113 19675.271484 +114 17104.798828 +115 13690.631836 +116 11503.207031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,IRRF,Prophet,1.3387880325317383,"108 83385.546875 +109 83385.546875 +110 83385.656250 +111 83385.546875 +112 64859.023438 +113 64859.023438 +114 64859.023438 +115 64859.023438 +116 64859.023438 +117 64879.847656 +118 83338.875000 +119 83385.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do FPM,SARIMAX,1.0560476779937744,"108 1339597.500 +109 1893768.125 +110 1050258.750 +111 1174176.625 +112 1339639.625 +113 1281161.250 +114 1339639.625 +115 1050258.750 +116 1050258.750 +117 963782.125 +118 1339639.625 +119 1893768.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,XGBoost,0.9481830596923828,"108 1.004084e+06 +109 1.006032e+06 +110 1.004042e+06 +111 1.004084e+06 +112 1.003107e+06 +113 1.004174e+06 +114 1.004084e+06 +115 1.004084e+06 +116 1.004084e+06 +117 1.003107e+06 +118 1.004084e+06 +119 1.003107e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,MLP,1.4960052967071533,"107 203883.680162 +108 53753.170095 +109 62176.021273 +110 116209.484451 +111 58539.268936 +112 32798.321297 +113 27365.030510 +114 27494.330746 +115 23876.992870 +116 24060.302699 +117 21880.304139 +118 134333.490502 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ITR,XGBoost,1.436204433441162,"91 38.586113 +92 95.888947 +93 310.641785 +94 27.964243 +95 86.911713 +96 47.094505 +97 310.641785 +98 164.010727 +99 2335.804688 +100 2569.913330 +101 90.350510 +102 33.112137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Transferencias LC 61_1989,SARIMAX,1.2131993770599365,"83 8524.052734 +84 8519.859375 +85 8522.535156 +86 8519.172852 +87 8518.513672 +88 8520.015625 +89 8520.015625 +90 8529.615234 +91 8531.417969 +92 8520.701172 +93 8522.464844 +94 8523.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,IPTU,MLP,1.5110125541687012,"108 3.641373e+07 +109 9.405087e+06 +110 8.926210e+06 +111 8.674647e+06 +112 8.806401e+06 +113 1.646360e+07 +114 8.724637e+06 +115 1.526714e+07 +116 8.670819e+06 +117 5.875254e+06 +118 6.160458e+06 +119 3.921273e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ISS,MLP,0.8953511714935303,"108 1.391219e+07 +109 1.386499e+07 +110 1.453550e+07 +111 1.415752e+07 +112 1.488375e+07 +113 1.444852e+07 +114 1.425070e+07 +115 1.436104e+07 +116 1.410266e+07 +117 1.428275e+07 +118 1.447157e+07 +119 1.463135e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ITBI,HWES,1.1239376068115234,"108 4324966.00 +109 3778813.75 +110 4029688.75 +111 3685569.25 +112 3778878.00 +113 3787062.75 +114 3834526.50 +115 3706227.75 +116 3705816.75 +117 3707612.00 +118 3696208.25 +119 3692502.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,IRRF,MLP,1.4057400226593018,"108 9.128322e+06 +109 9.408690e+06 +110 8.606405e+06 +111 1.157422e+07 +112 1.025907e+07 +113 1.046044e+07 +114 1.057286e+07 +115 1.097777e+07 +116 1.091394e+07 +117 1.245913e+07 +118 1.151011e+07 +119 1.462394e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do FPM,SARIMAX,1.4119024276733398,"108 11341776.0 +109 16457502.0 +110 8946220.0 +111 10359532.0 +112 11341776.0 +113 11330097.0 +114 11342566.0 +115 9134532.0 +116 9893204.0 +117 8946220.0 +118 11341776.0 +119 16457502.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,XGBoost,0.8271768093109131,"108 65538696.0 +109 54162652.0 +110 55764448.0 +111 63450872.0 +112 65486740.0 +113 66620956.0 +114 63613904.0 +115 63827804.0 +116 69327160.0 +117 70100840.0 +118 59753672.0 +119 60955772.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,MLP,1.4900827407836914,"108 1.490875e+07 +109 6.464937e+06 +110 7.414386e+06 +111 1.411088e+07 +112 1.193823e+07 +113 5.586914e+06 +114 4.641286e+06 +115 3.255691e+06 +116 2.522672e+06 +117 2.204845e+06 +118 1.841286e+06 +119 1.230012e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do ITR,XGBoost,1.4348347187042236,"96 594.199463 +97 5773.931641 +98 408.150421 +99 666.278137 +100 1560.105225 +101 411.357544 +102 3051.558838 +103 574.206726 +104 570.108398 +105 10317.850586 +106 1708.234741 +107 -44.800381 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Transferencias LC 61_1989,MLP,1.5406999588012695,"108 504315.572043 +109 508686.687869 +110 509306.431821 +111 512761.837930 +112 514880.535401 +113 513412.415906 +114 511380.353696 +115 515005.678154 +116 516203.117691 +117 497927.899412 +118 504751.945437 +119 500185.329893 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,IPTU,AR,1.1467771530151367,"108 19652890.0 +109 18993450.0 +110 12479715.0 +111 4989894.5 +112 5033926.0 +113 4983697.5 +114 5029496.0 +115 5033926.0 +116 5225457.5 +117 5033926.0 +118 4816560.5 +119 5016758.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ISS,SARIMAX,1.3051986694335938,"108 1294390.750 +109 1294390.750 +110 1294390.875 +111 1294390.875 +112 1210860.500 +113 1326613.250 +114 1294390.875 +115 1294390.875 +116 1210860.625 +117 1294390.875 +118 1294390.875 +119 1294390.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ITBI,MLP,0.9005694389343262,"108 1.864450e+06 +109 1.853849e+06 +110 1.929900e+06 +111 1.872674e+06 +112 1.872710e+06 +113 1.844211e+06 +114 1.852090e+06 +115 1.878478e+06 +116 1.832998e+06 +117 1.823676e+06 +118 1.820473e+06 +119 1.821786e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,IRRF,MLP,1.5892038345336914,"108 1.506671e+06 +109 1.435376e+06 +110 1.499978e+06 +111 1.537513e+06 +112 1.540662e+06 +113 1.609406e+06 +114 1.583986e+06 +115 1.627259e+06 +116 1.578612e+06 +117 1.658168e+06 +118 1.777222e+06 +119 2.183156e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do FPM,SARIMAX,1.2144207954406738,"108 2620882.25 +109 3787537.25 +110 2555133.00 +111 2581964.25 +112 3787329.25 +113 2344472.50 +114 3787537.25 +115 2555133.00 +116 2620882.25 +117 2336547.75 +118 3787329.25 +119 3787537.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,HWES,0.892967939376831,"108 711822.8750 +109 596493.9375 +110 630594.5625 +111 825298.0000 +112 825339.8125 +113 685597.1250 +114 685305.6875 +115 825298.0000 +116 825298.0000 +117 710798.3125 +118 738040.9375 +119 710798.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,XGBoost,1.6775505542755127,"108 860885.437500 +109 608054.500000 +110 570824.625000 +111 860884.625000 +112 860884.625000 +113 346704.625000 +114 348118.750000 +115 233568.796875 +116 132536.296875 +117 145312.281250 +118 90836.304688 +119 630110.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ITR,XGBoost,1.2172844409942627,"80 1938.171631 +81 1415.192139 +82 600.642700 +83 786.875793 +84 786.875793 +85 804.320129 +86 324.859985 +87 366.503510 +88 1308.756226 +89 1311.960571 +90 398.828278 +91 382.559296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Transferencias LC 61_1989,XGBoost,2.6615047454833984,"105 6873.617188 +106 6188.785645 +107 6841.665527 +108 6923.508301 +109 7026.470703 +110 7133.130859 +111 7145.375488 +112 7052.104980 +113 7073.186035 +114 7333.751953 +115 7039.477539 +116 7805.509766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,IPTU,XGBoost,1.5615198612213135,"92 71651.570312 +93 78949.796875 +94 78934.273438 +95 207470.609375 +96 207438.171875 +97 78898.585938 +98 78927.257812 +99 78898.585938 +100 78898.859375 +101 78971.960938 +102 78931.906250 +103 110308.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ISS,XGBoost,0.9431731700897217,"95 116689.796875 +96 117143.507812 +97 116583.671875 +98 117293.390625 +99 116573.234375 +100 117143.507812 +101 117296.101562 +102 117126.281250 +103 116995.359375 +104 117019.476562 +105 117143.507812 +106 117143.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ITBI,SES,1.340904951095581,"95 17272.308594 +96 17981.007812 +97 31528.382812 +98 19320.019531 +99 11829.696289 +100 35976.011719 +101 50120.839844 +102 17205.750000 +103 15135.666992 +104 22358.431641 +105 24167.003906 +106 27401.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,IRRF,HWES,1.202319860458374,"84 66596.398438 +85 66071.867188 +86 66561.031250 +87 66550.484375 +88 66560.882812 +89 66559.710938 +90 66559.710938 +91 66549.640625 +92 66549.640625 +93 66558.937500 +94 66555.765625 +95 86860.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do FPM,SARIMAX,0.9840407371520996,"96 2.267464e+04 +97 1.560592e+06 +98 -1.211934e+05 +99 -1.190927e+05 +100 1.033869e+06 +101 1.136852e+06 +102 1.213307e+06 +103 -1.309891e+05 +104 -1.275395e+05 +105 -1.222305e+05 +106 9.925065e+05 +107 1.122652e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,SES,0.8943476676940918,"96 425111.09375 +97 428147.03125 +98 429844.25000 +99 428147.03125 +100 428439.96875 +101 424701.87500 +102 424701.87500 +103 428147.03125 +104 424673.81250 +105 427351.25000 +106 425412.34375 +107 429867.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,XGBoost,1.4914214611053467,"96 27294.044922 +97 47938.679688 +98 53989.582031 +99 -2709.536377 +100 57245.757812 +101 35026.875000 +102 26453.357422 +103 23560.132812 +104 27336.140625 +105 21907.296875 +106 22361.255859 +107 85192.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ITR,XGBoost,1.3450310230255127,"87 2673.647461 +88 2682.094238 +89 5267.687988 +90 5343.588867 +91 6464.685059 +92 6619.759766 +93 6469.386719 +94 6621.067383 +95 3396.539307 +96 3411.473389 +97 3412.142334 +98 3412.142334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Transferencias LC 61_1989,AR,1.4625673294067383,"96 4050.008789 +97 3841.742920 +98 3881.240967 +99 3921.489014 +100 3971.729248 +101 4175.732422 +102 3873.087158 +103 4139.366699 +104 3824.689453 +105 3824.687744 +106 3824.698975 +107 3808.008789 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,IPTU,SARIMAX,2.3358654975891113,"104 5433.867188 +105 15842.641602 +106 337788.937500 +107 340250.562500 +108 93002.335938 +109 93002.335938 +110 96307.453125 +111 98483.851562 +112 96347.398438 +113 93298.992188 +114 93420.765625 +115 93419.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ISS,SARIMAX,1.5263042449951172,"108 31617.630859 +109 25285.837891 +110 33416.589844 +111 42038.417969 +112 32219.457031 +113 33747.539062 +114 32251.935547 +115 32993.804688 +116 33364.789062 +117 30281.941406 +118 33054.929688 +119 31947.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ITBI,HWES,1.5583412647247314,"104 19885.535156 +105 5038.878418 +106 20692.539062 +107 11265.682617 +108 20692.539062 +109 3736.657227 +110 4518.347168 +111 7890.383789 +112 4981.588379 +113 5138.022461 +114 6222.252930 +115 11100.737305 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,IRRF,XGBoost,1.088693380355835,"108 96532.203125 +109 70622.640625 +110 69452.078125 +111 69179.640625 +112 69179.640625 +113 69179.640625 +114 70622.640625 +115 69452.078125 +116 69452.078125 +117 69179.640625 +118 69452.078125 +119 69179.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do FPM,SARIMAX,0.9183638095855713,"108 1347620.000 +109 1893935.875 +110 1070887.000 +111 1183635.875 +112 1348394.750 +113 1345655.375 +114 1348396.375 +115 1070887.000 +116 1070886.625 +117 1009979.375 +118 1348394.750 +119 1893935.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,SES,0.8903393745422363,"108 567710.6875 +109 541382.3750 +110 528451.7500 +111 688625.3125 +112 610521.8125 +113 552081.4375 +114 560051.8750 +115 682145.1250 +116 678172.0000 +117 615676.4375 +118 550515.9375 +119 615065.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,MLP,1.5367302894592285,"108 208418.166603 +109 47364.965580 +110 60220.269479 +111 87075.725739 +112 54779.190191 +113 38218.287997 +114 26426.848450 +115 22115.973395 +116 23179.588391 +117 23028.393312 +118 27110.415666 +119 285071.985356 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ITR,SES,1.4492545127868652,"87 42.030743 +88 149.291809 +89 6.518351 +90 14.758157 +91 -0.343240 +92 18.065689 +93 -0.343240 +94 42.237953 +95 212.942993 +96 39.364704 +97 31.327585 +98 19.229145 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Transferencias LC 61_1989,SARIMAX,1.8851072788238525,"84 5701.230957 +85 5902.119141 +86 5811.734863 +87 5863.250000 +88 5808.614258 +89 6018.982422 +90 6018.454102 +91 5808.083984 +92 5868.360352 +93 5866.377441 +94 5811.167480 +95 5872.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,XGBoost,1.2161829471588135,"90 3064.826172 +91 1984.640137 +92 4690.425293 +93 1213.071167 +94 3756.942871 +95 3328.764160 +96 8531.708984 +97 3637.131104 +98 5134.410156 +99 -812.293335 +100 8531.708984 +101 3359.291504 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,XGBoost,1.7843818664550781,"104 54991.289062 +105 54991.289062 +106 55557.457031 +107 52706.164062 +108 52706.164062 +109 54635.410156 +110 53195.789062 +111 52925.988281 +112 52925.003906 +113 52870.214844 +114 54391.722656 +115 53072.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,SARIMAX,1.1201660633087158,"102 3432.679443 +103 4890.834961 +104 11255.082031 +105 11255.072266 +106 3524.949219 +107 11404.427734 +108 6847.265625 +109 2429.237061 +110 6957.624512 +111 7961.213867 +112 7334.768555 +113 4064.090820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,IRRF,Prophet,1.5444560050964355,"104 78360.875000 +105 49366.636719 +106 49496.738281 +107 49366.636719 +108 49366.636719 +109 49366.636719 +110 49366.636719 +111 49496.738281 +112 49496.738281 +113 78360.875000 +114 78360.875000 +115 78360.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do FPM,MLP,0.9888701438903809,"104 1.084630e+06 +105 1.082256e+06 +106 1.050512e+06 +107 1.056691e+06 +108 1.055306e+06 +109 1.045488e+06 +110 1.042170e+06 +111 1.017673e+06 +112 1.020481e+06 +113 1.021762e+06 +114 1.029491e+06 +115 1.025056e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,SES,0.9781582355499268,"104 756445.3750 +105 741353.0625 +106 733839.6875 +107 733639.5625 +108 775415.1875 +109 756445.3750 +110 733639.5625 +111 777544.8125 +112 733639.5625 +113 780675.0625 +114 756445.3750 +115 780675.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,XGBoost,1.113384485244751,"102 50962.984375 +103 34996.332031 +104 50106.960938 +105 43213.335938 +106 30275.552734 +107 10634.147461 +108 11194.125000 +109 9543.220703 +110 9245.524414 +111 9706.488281 +112 10725.560547 +113 49622.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ITR,XGBoost,1.4862141609191895,"99 4161.666016 +100 4147.353516 +101 4147.247070 +102 4232.201172 +103 4202.115234 +104 4239.858398 +105 4238.027344 +106 4161.666016 +107 4360.936523 +108 68250.390625 +109 7488.590332 +110 1736.732910 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Transferencias LC 61_1989,XGBoost,0.9038705825805664,"62 4882.335938 +63 5304.719238 +64 6701.344727 +65 6427.640137 +66 6546.984375 +67 6029.946777 +68 7766.667969 +69 5883.819824 +70 6068.507812 +71 4867.443359 +72 6399.028320 +73 6821.131836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,IPTU,SARIMAX,3.9405956268310547,"105 1.034456e+05 +106 7.707078e+04 +107 9.581717e+04 +108 9.268425e+04 +109 7.280727e+04 +110 3.497207e+05 +111 1.306417e+06 +112 1.290323e+05 +113 1.017680e+05 +114 4.107773e+05 +115 1.050827e+05 +116 1.612277e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ISS,SARIMAX,1.0591683387756348,"108 188764.96875 +109 188764.96875 +110 188764.96875 +111 188764.96875 +112 188764.96875 +113 188764.96875 +114 188764.96875 +115 188764.96875 +116 188764.96875 +117 188764.96875 +118 188764.96875 +119 188764.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ITBI,HWES,1.0556414127349854,"108 41123.066406 +109 41856.281250 +110 50465.945312 +111 67514.718750 +112 50914.277344 +113 72461.750000 +114 82621.390625 +115 127295.812500 +116 82621.390625 +117 78697.960938 +118 124367.843750 +119 82621.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,IRRF,XGBoost,1.0690059661865234,"108 152663.125000 +109 152660.656250 +110 149260.437500 +111 152979.203125 +112 151544.171875 +113 149817.343750 +114 149799.875000 +115 151550.890625 +116 151550.953125 +117 149752.046875 +118 151550.953125 +119 336727.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do FPM,SARIMAX,0.8132596015930176,"108 2594323.75 +109 3362197.00 +110 2682139.00 +111 2682200.75 +112 2594325.25 +113 2713786.75 +114 3362197.00 +115 2594325.25 +116 2594325.25 +117 2713786.75 +118 2682200.75 +119 3362197.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,HWES,0.9244554042816162,"108 1709846.250 +109 1252500.875 +110 1491371.500 +111 1666010.250 +112 1698378.625 +113 1687867.250 +114 1656682.500 +115 1698062.125 +116 1698062.125 +117 1649241.125 +118 1677274.875 +119 1649241.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,XGBoost,1.680161476135254,"108 221349.375000 +109 185155.812500 +110 209490.875000 +111 222177.843750 +112 231271.453125 +113 200071.375000 +114 150464.531250 +115 78255.117188 +116 65639.750000 +117 52196.117188 +118 30068.460938 +119 231271.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do ITR,SARIMAX,1.134718656539917,"106 22930.841797 +107 25415.095703 +108 22931.593750 +109 22716.720703 +110 26021.806641 +111 22716.720703 +112 62389.960938 +113 23792.320312 +114 22716.720703 +115 369535.375000 +116 22716.720703 +117 22714.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Transferencias LC 61_1989,XGBoost,1.0591316223144531,"60 12399.175781 +61 13780.467773 +62 12728.827148 +63 12399.175781 +64 11624.301758 +65 11590.146484 +66 11628.164062 +67 11624.301758 +68 12097.591797 +69 12366.473633 +70 11624.301758 +71 11222.433594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,IPTU,MLP,1.483537197113037,"108 5.470568e+07 +109 1.083577e+07 +110 1.175186e+07 +111 1.138797e+07 +112 1.332291e+07 +113 1.267763e+07 +114 1.335682e+07 +115 1.427638e+07 +116 1.548027e+07 +117 1.617385e+07 +118 1.925736e+07 +119 3.504259e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ISS,MLP,0.9742231369018555,"108 1.042908e+07 +109 1.016451e+07 +110 9.919585e+06 +111 1.113651e+07 +112 1.073814e+07 +113 1.092805e+07 +114 1.059990e+07 +115 1.065066e+07 +116 1.073539e+07 +117 1.075929e+07 +118 1.093158e+07 +119 1.099271e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ITBI,HWES,0.9343481063842773,"108 2215231.500 +109 2177745.250 +110 2367771.750 +111 2008506.375 +112 2301053.500 +113 1997376.125 +114 2262276.750 +115 2179639.750 +116 2212009.750 +117 2303348.750 +118 2367771.750 +119 2301053.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,IRRF,SARIMAX,1.6182608604431152,"108 9956012.0 +109 7578606.0 +110 7577199.0 +111 7578606.0 +112 7578606.0 +113 7578606.0 +114 7578606.0 +115 9956012.0 +116 7578606.0 +117 7578606.0 +118 7578606.0 +119 9277463.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do FPM,SARIMAX,1.4250297546386719,"108 12339867.0 +109 16457503.0 +110 10207168.0 +111 10704950.0 +112 12339867.0 +113 11557845.0 +114 13096275.0 +115 10207168.0 +116 10686998.0 +117 10207168.0 +118 12339867.0 +119 16457503.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,HWES,0.7922964096069336,"108 18602688.0 +109 17369490.0 +110 17643044.0 +111 18132632.0 +112 19275704.0 +113 18594998.0 +114 18139614.0 +115 19992682.0 +116 19749888.0 +117 19758600.0 +118 17906558.0 +119 19713396.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,XGBoost,1.6179914474487305,"108 9416638.00 +109 6407062.00 +110 8081966.50 +111 9501804.00 +112 7798216.50 +113 3815515.75 +114 2873133.00 +115 1989106.50 +116 1151431.00 +117 1175664.25 +118 762599.75 +119 7789347.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ITR,HWES,2.0618913173675537,"108 4765.550781 +109 3311.713135 +110 453.391174 +111 27235.787109 +112 4685.405273 +113 4712.300293 +114 4675.197754 +115 4694.755859 +116 13199.013672 +117 7163.779785 +118 13429.817383 +119 18992.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Transferencias LC 61_1989,XGBoost,1.3882904052734375,"84 121209.085938 +85 111455.500000 +86 120940.234375 +87 128328.656250 +88 127295.828125 +89 131306.140625 +90 129577.757812 +91 127549.703125 +92 123661.906250 +93 116223.234375 +94 127549.679688 +95 120774.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,IPTU,HWES,1.2326292991638184,"94 5121.707520 +95 4753.505371 +96 50384.539062 +97 50384.539062 +98 9828.990234 +99 3441.291504 +100 5918.772461 +101 6002.112793 +102 9828.990234 +103 6002.112793 +104 5966.587402 +105 3465.946289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ISS,Prophet,1.429145336151123,"108 55889.468750 +109 57224.699219 +110 55654.308594 +111 57224.699219 +112 57224.699219 +113 67117.679688 +114 55889.468750 +115 67117.679688 +116 55654.308594 +117 67117.679688 +118 56018.839844 +119 57224.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ITBI,Prophet,0.9220778942108154,"93 4046.223633 +94 7226.512695 +95 7228.767578 +96 5354.704102 +97 13183.207031 +98 7420.456055 +99 10880.058594 +100 5439.950195 +101 7197.771484 +102 7558.232422 +103 4254.496094 +104 4571.774414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,IRRF,Prophet,1.1748454570770264,"108 44646.792969 +109 105893.054688 +110 105893.054688 +111 105893.054688 +112 105893.054688 +113 91928.804688 +114 105893.054688 +115 60789.898438 +116 105893.054688 +117 105893.054688 +118 105893.054688 +119 105893.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do FPM,SARIMAX,1.1000752449035645,"108 1.388465e+06 +109 1.893768e+06 +110 1.100381e+06 +111 1.198984e+06 +112 1.388540e+06 +113 1.373254e+06 +114 1.388587e+06 +115 1.100381e+06 +116 1.101426e+06 +117 1.033295e+06 +118 1.388540e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,HWES,1.0674591064453125,"108 586266.75000 +109 427873.15625 +110 627589.50000 +111 556635.56250 +112 554956.93750 +113 553635.62500 +114 577764.75000 +115 584710.12500 +116 584710.12500 +117 582993.25000 +118 572039.62500 +119 582993.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,XGBoost,1.430816411972046,"108 94033.929688 +109 43253.187500 +110 97113.562500 +111 74342.093750 +112 28364.623047 +113 21511.984375 +114 18904.470703 +115 42150.230469 +116 6787.558105 +117 6719.081543 +118 6502.483887 +119 87144.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ITR,XGBoost,1.5655972957611084,"83 472.640717 +84 222.991806 +85 1385.719360 +86 1214.312866 +87 135.809723 +88 169.197449 +89 110.493362 +90 1213.316406 +91 393.218597 +92 320.653839 +93 1819.512573 +94 1141.453613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Transferencias LC 61_1989,XGBoost,1.832982063293457,"108 5003.162109 +109 5524.791992 +110 5722.176758 +111 5232.079590 +112 4921.321777 +113 2906.001221 +114 6052.889648 +115 4875.844727 +116 5100.998535 +117 3763.506592 +118 5973.008789 +119 5363.704590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,IPTU,AR,2.1263387203216553,"108 3.202252e+05 +109 3.798337e+05 +110 1.604996e+06 +111 1.486163e+05 +112 1.049032e+05 +113 1.211599e+05 +114 1.662441e+05 +115 1.178138e+05 +116 1.280337e+05 +117 1.253313e+05 +118 1.233250e+05 +119 1.047782e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ISS,XGBoost,1.0404889583587646,"108 578543.6250 +109 644865.3125 +110 588622.4375 +111 586276.1875 +112 653230.7500 +113 613726.5625 +114 613726.5625 +115 545632.8750 +116 635347.9375 +117 555046.8125 +118 555046.8125 +119 555218.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ITBI,SARIMAX,1.2163724899291992,"108 164595.171875 +109 209639.234375 +110 237104.531250 +111 236286.046875 +112 246512.515625 +113 283834.406250 +114 238907.453125 +115 283834.406250 +116 238863.140625 +117 241391.078125 +118 238949.390625 +119 238686.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,IRRF,Prophet,0.962167501449585,"72 364464.18750 +73 428515.09375 +74 549265.12500 +75 345799.90625 +76 333563.96875 +77 419640.34375 +78 539713.75000 +79 439672.40625 +80 352228.25000 +81 417723.15625 +82 333563.96875 +83 988309.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do FPM,SARIMAX,1.011230230331421,"108 2673530.75 +109 3784406.00 +110 2309491.00 +111 2406831.25 +112 2670399.75 +113 2625370.75 +114 2670416.25 +115 2110837.00 +116 2309491.00 +117 2318321.00 +118 2670399.75 +119 3784406.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,HWES,1.4810056686401367,"108 3919172.00 +109 3934769.75 +110 3892274.75 +111 3919162.25 +112 3919165.00 +113 3915404.75 +114 3871252.25 +115 3913364.75 +116 3919130.25 +117 3919162.25 +118 3915404.75 +119 3915404.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,MLP,1.8660500049591064,"108 1.146245e+06 +109 3.940298e+05 +110 4.959744e+05 +111 7.328405e+05 +112 4.884448e+05 +113 2.269903e+05 +114 1.958959e+05 +115 1.445009e+05 +116 1.124178e+05 +117 1.066541e+05 +118 8.551365e+04 +119 1.050215e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ITR,MLP,2.3117525577545166,"101 50752.137280 +102 54461.397853 +103 61306.466464 +104 74912.084426 +105 73965.720834 +106 81909.786023 +107 93023.715785 +108 101719.158699 +109 211644.603181 +110 497991.610898 +111 112898.325658 +112 122220.147945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,XGBoost,1.3651719093322754,"81 60732.863281 +82 60732.863281 +83 51809.097656 +84 51825.417969 +85 51821.105469 +86 51825.414062 +87 60613.367188 +88 51825.160156 +89 51859.769531 +90 60600.117188 +91 60720.878906 +92 71583.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,MLP,1.2962727546691895,"108 44850.064544 +109 34871.054034 +110 34167.527446 +111 42097.090654 +112 38148.088351 +113 35227.761457 +114 36492.130220 +115 40194.504074 +116 37321.355860 +117 36427.078663 +118 38673.938864 +119 13788.532636 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,XGBoost,1.3381459712982178,"103 226630.734375 +104 190081.984375 +105 195960.484375 +106 226541.250000 +107 225594.406250 +108 191570.125000 +109 195582.812500 +110 229783.031250 +111 228608.000000 +112 226540.468750 +113 196235.312500 +114 226541.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,IRRF,AR,1.879014253616333,"108 22343.828125 +109 37650.328125 +110 37815.335938 +111 41901.078125 +112 41897.421875 +113 40923.187500 +114 40923.187500 +115 40923.187500 +116 40923.187500 +117 40918.890625 +118 40920.058594 +119 207402.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1605422496795654,"108 1891820.750 +109 1891427.375 +110 1804949.625 +111 1793268.625 +112 1892950.875 +113 1897106.500 +114 1893768.625 +115 1804949.625 +116 1804949.625 +117 1214765.125 +118 1892950.875 +119 1891427.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,HWES,0.951195478439331,"108 937611.7500 +109 834375.0000 +110 844240.3125 +111 969699.5000 +112 971736.6250 +113 923449.5000 +114 968409.8750 +115 971736.6250 +116 969699.5000 +117 914448.8750 +118 968797.6250 +119 914448.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0551493167877197,"108 57786.683594 +109 18028.267578 +110 45170.968750 +111 49281.300781 +112 49665.519531 +113 17052.544922 +114 16945.652344 +115 7060.238281 +116 5354.389648 +117 7740.610352 +118 7060.238281 +119 49281.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ITR,MLP,2.599252939224243,"71 97361.419752 +72 48864.269330 +73 25696.560156 +74 20486.830960 +75 22958.468221 +76 21223.226206 +77 23682.944294 +78 52001.900827 +79 108702.646998 +80 795952.769843 +81 96570.947329 +82 64348.710046 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Transferencias LC 61_1989,SARIMAX,1.8982739448547363,"84 7900.765137 +85 6433.327148 +86 6603.809082 +87 5995.321289 +88 5248.596191 +89 7569.257324 +90 7951.398438 +91 5243.616699 +92 5766.423828 +93 7800.604004 +94 7361.106445 +95 7471.986816 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,HWES,1.7253525257110596,"107 18044.802734 +108 79802.867188 +109 176772.187500 +110 96572.000000 +111 48655.402344 +112 51666.839844 +113 93269.148438 +114 87571.382812 +115 84725.890625 +116 88483.476562 +117 95915.414062 +118 88483.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ISS,SARIMAX,0.882159948348999,"108 511743.81250 +109 518619.21875 +110 518619.21875 +111 513796.59375 +112 512663.96875 +113 518619.21875 +114 513796.59375 +115 510488.40625 +116 518619.21875 +117 518673.00000 +118 518619.21875 +119 515085.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,XGBoost,1.3305401802062988,"108 20219.908203 +109 20833.691406 +110 23633.755859 +111 23153.753906 +112 21627.277344 +113 26471.345703 +114 23605.138672 +115 24601.275391 +116 19645.800781 +117 21600.089844 +118 26691.767578 +119 25126.666016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,IRRF,Prophet,1.3789429664611816,"86 71233.156250 +87 76970.804688 +88 244654.656250 +89 72469.882812 +90 244654.656250 +91 75454.148438 +92 72566.476562 +93 75071.023438 +94 123787.937500 +95 75735.835938 +96 123787.937500 +97 244654.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do FPM,SARIMAX,0.9315540790557861,"108 9.277880e+05 +109 2.218697e+06 +110 8.088849e+05 +111 1.079466e+06 +112 1.707765e+06 +113 1.463009e+06 +114 2.218697e+06 +115 8.088849e+05 +116 7.917880e+05 +117 8.008557e+05 +118 1.707765e+06 +119 2.218697e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,HWES,0.9617636203765869,"108 1.317588e+06 +109 7.935754e+05 +110 7.760941e+05 +111 9.288147e+05 +112 9.342809e+05 +113 7.491819e+05 +114 7.923856e+05 +115 9.373642e+05 +116 7.928274e+05 +117 9.370075e+05 +118 7.845473e+05 +119 9.151669e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,XGBoost,0.9699337482452393,"107 76786.031250 +108 61414.941406 +109 60080.359375 +110 76782.789062 +111 81269.218750 +112 40444.542969 +113 22274.423828 +114 11490.061523 +115 10620.781250 +116 7397.465332 +117 4554.406738 +118 81267.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ITR,MLP,3.2655069828033447,"36 6552.862568 +37 2338.046855 +38 2937.294570 +39 5484.716461 +40 3250.103853 +41 3349.503037 +42 2876.859376 +43 5247.909566 +44 43996.324730 +45 132297.268285 +46 19563.906229 +47 19811.955414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Transferencias LC 61_1989,XGBoost,1.1324341297149658,"108 5946.422363 +109 8065.530273 +110 8126.373535 +111 8158.119141 +112 8074.712402 +113 7119.270996 +114 7039.540039 +115 7065.016602 +116 7862.565918 +117 7314.849121 +118 7420.782227 +119 7554.071289 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,IPTU,HWES,0.9325804710388184,"99 4259.280273 +100 7954.509277 +101 7909.342285 +102 7796.651367 +103 10679.564453 +104 7321.521484 +105 7325.119141 +106 10867.118164 +107 5284.331055 +108 11569.175781 +109 5331.979492 +110 5286.439941 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ISS,XGBoost,1.4741764068603516,"108 68580.320312 +109 68580.218750 +110 68676.789062 +111 66561.296875 +112 68676.789062 +113 68580.203125 +114 66619.585938 +115 68580.218750 +116 68580.218750 +117 68467.593750 +118 68614.250000 +119 68676.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ITBI,XGBoost,1.692448616027832,"108 17541.230469 +109 6971.947754 +110 16768.539062 +111 14113.743164 +112 19814.218750 +113 16400.031250 +114 13762.647461 +115 7624.338867 +116 19604.378906 +117 18898.382812 +118 7683.197754 +119 7627.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,IRRF,HWES,1.00917387008667,"60 79404.726562 +61 76642.632812 +62 76642.632812 +63 76642.632812 +64 76642.632812 +65 76642.632812 +66 76642.632812 +67 76642.632812 +68 76642.632812 +69 76642.632812 +70 76642.632812 +71 76545.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9853465557098389,"108 1.344538e+06 +109 1.892249e+06 +110 1.033157e+06 +111 1.169766e+06 +112 1.343018e+06 +113 1.289557e+06 +114 1.343018e+06 +115 1.033157e+06 +116 1.033157e+06 +117 9.541539e+05 +118 1.343018e+06 +119 1.892249e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,HWES,1.0074357986450195,"108 642723.6875 +109 571361.1875 +110 603215.5625 +111 667502.3750 +112 689502.6875 +113 619729.5000 +114 667502.3750 +115 689502.6875 +116 689502.6875 +117 668937.2500 +118 613880.1875 +119 668937.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,XGBoost,1.530463457107544,"108 147661.234375 +109 20799.324219 +110 117999.250000 +111 75730.898438 +112 78392.304688 +113 20795.953125 +114 13983.602539 +115 10081.568359 +116 12155.048828 +117 9040.999023 +118 9214.971680 +119 79525.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ITR,XGBoost,1.1824274063110352,"94 0.694786 +95 23.877890 +96 24.396790 +97 34.996166 +98 22.211733 +99 49.668842 +100 23.531252 +101 30.734707 +102 279.163483 +103 567.677429 +104 27.523546 +105 50.724659 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Transferencias LC 61_1989,XGBoost,1.6102657318115234,"108 5973.227539 +109 5095.976562 +110 5002.935059 +111 5804.768555 +112 5056.161133 +113 5809.622070 +114 5839.508789 +115 5056.163086 +116 5787.310059 +117 5713.248535 +118 5153.412109 +119 5840.999023 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,IPTU,SARIMAX,1.9185259342193604,"97 96.431664 +98 6639.336914 +99 55910.175781 +100 55910.175781 +101 6678.397949 +102 3435.209717 +103 3377.777100 +104 2376.208740 +105 611.739075 +106 480.996399 +107 358.314575 +108 446.797302 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ISS,SES,1.1992511749267578,"108 65249.199219 +109 58877.015625 +110 59827.050781 +111 60537.035156 +112 59197.742188 +113 59197.742188 +114 60537.035156 +115 60537.035156 +116 60559.855469 +117 59827.050781 +118 60559.156250 +119 60559.855469 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ITBI,SES,1.3245887756347656,"93 2022.071411 +94 12688.709961 +95 5718.174805 +96 6238.201660 +97 6414.059570 +98 5999.917480 +99 12654.508789 +100 4366.586914 +101 12087.152344 +102 3572.387695 +103 4545.200195 +104 3900.194336 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,IRRF,AR,1.7784814834594727,"108 119718.804688 +109 119622.179688 +110 119621.632812 +111 119621.585938 +112 119621.585938 +113 119621.585938 +114 119621.585938 +115 119621.585938 +116 119621.585938 +117 119621.585938 +118 119621.585938 +119 119621.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do FPM,SARIMAX,1.1804780960083008,"108 1.293394e+06 +109 1.893768e+06 +110 1.091251e+06 +111 1.080835e+06 +112 1.293394e+06 +113 1.112115e+06 +114 1.293394e+06 +115 1.091251e+06 +116 1.091251e+06 +117 9.493161e+05 +118 1.293394e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,HWES,0.9207596778869629,"108 448716.50000 +109 444204.21875 +110 447835.28125 +111 451791.03125 +112 454383.03125 +113 448974.62500 +114 459731.06250 +115 451399.53125 +116 451399.53125 +117 452099.06250 +118 452404.15625 +119 454207.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,SARIMAX,1.2584984302520752,"108 48582.207031 +109 59419.140625 +110 22737.478516 +111 76773.390625 +112 26324.642578 +113 25118.052734 +114 6681.343750 +115 21619.132812 +116 7166.687500 +117 11620.204102 +118 11280.863281 +119 33579.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ITR,XGBoost,1.3993632793426514,"81 482.110321 +82 6077.729004 +83 599.609253 +84 598.384155 +85 386.178070 +86 21.527458 +87 1269.173340 +88 1273.680542 +89 1273.680542 +90 1268.357910 +91 5905.201660 +92 1260.397461 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Transferencias LC 61_1989,SES,1.271704912185669,"108 2625.459473 +109 3392.005371 +110 2967.240234 +111 2722.373047 +112 2874.099609 +113 2478.722168 +114 2676.297852 +115 2843.043945 +116 2636.337891 +117 2541.791016 +118 2967.240234 +119 2875.865967 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,1.6978163719177246,"108 13156.311523 +109 34709.871094 +110 407873.343750 +111 27007.929688 +112 13137.995117 +113 407382.531250 +114 12628.977539 +115 18401.833984 +116 11886.953125 +117 12628.977539 +118 11521.906250 +119 15886.669922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ISS,HWES,1.126295566558838,"108 27060.763672 +109 14994.704102 +110 47819.636719 +111 47818.777344 +112 49421.703125 +113 49887.199219 +114 49421.703125 +115 49899.613281 +116 24711.787109 +117 49425.660156 +118 16238.929688 +119 47819.636719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ITBI,HWES,1.9470574855804443,"107 17411.449219 +108 14094.815430 +109 23887.689453 +110 22659.787109 +111 18031.373047 +112 35332.964844 +113 12678.934570 +114 18916.753906 +115 18207.910156 +116 26086.267578 +117 15163.822266 +118 20281.166016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,IRRF,XGBoost,1.0141608715057373,"108 66948.382812 +109 91253.046875 +110 91253.046875 +111 91252.843750 +112 91253.046875 +113 95826.218750 +114 91252.843750 +115 91253.046875 +116 91253.046875 +117 91252.843750 +118 95820.890625 +119 91253.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do FPM,SARIMAX,1.0453288555145264,"108 1437308.000 +109 1893768.375 +110 1446556.875 +111 1339070.875 +112 1893768.375 +113 1310991.250 +114 1893768.375 +115 1446556.875 +116 1238854.500 +117 1331444.625 +118 1893768.375 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,HWES,1.086595058441162,"108 873164.8125 +109 751434.7500 +110 744458.3750 +111 904453.2500 +112 859689.1250 +113 891097.5000 +114 882821.8750 +115 905101.3750 +116 904461.6250 +117 859689.1250 +118 881949.2500 +119 859689.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,XGBoost,1.2558374404907227,"102 113469.234375 +103 57446.089844 +104 72575.250000 +105 48163.804688 +106 100401.578125 +107 100663.921875 +108 87391.609375 +109 87385.968750 +110 104450.664062 +111 103133.179688 +112 90207.570312 +113 97043.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ITR,XGBoost,1.439122200012207,"71 2498.119873 +72 718.780090 +73 697.388062 +74 848.966125 +75 401.828735 +76 387.243683 +77 401.828735 +78 193.613663 +79 182.731659 +80 2497.355957 +81 2498.142334 +82 738.933411 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Transferencias LC 61_1989,XGBoost,1.1055655479431152,"48 4675.074219 +49 5992.452148 +50 4675.074219 +51 6263.077637 +52 6263.177246 +53 6263.177246 +54 8496.345703 +55 6263.177246 +56 6263.177246 +57 8496.345703 +58 6245.229980 +59 8496.345703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,IPTU,XGBoost,1.2641181945800781,"79 9270.423828 +80 9314.605469 +81 9235.791016 +82 9100.551758 +83 9100.551758 +84 46721.476562 +85 262503.343750 +86 118443.046875 +87 129680.687500 +88 104963.695312 +89 9576.451172 +90 9557.553711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ISS,SARIMAX,1.0200121402740479,"96 80993.875000 +97 80993.875000 +98 80920.523438 +99 81208.367188 +100 80958.351562 +101 80993.875000 +102 80998.632812 +103 80998.632812 +104 80998.632812 +105 80998.632812 +106 81208.367188 +107 81208.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ITBI,XGBoost,1.9065520763397217,"94 49793.171875 +95 48401.054688 +96 49025.882812 +97 47403.664062 +98 46947.246094 +99 47369.199219 +100 47794.089844 +101 47566.921875 +102 46947.246094 +103 47424.328125 +104 47614.585938 +105 47529.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,IRRF,AR,1.566206693649292,"96 85785.734375 +97 79198.226562 +98 79193.093750 +99 79193.093750 +100 85785.734375 +101 85785.734375 +102 85785.734375 +103 85785.734375 +104 85785.734375 +105 82405.609375 +106 85785.734375 +107 82405.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do FPM,XGBoost,1.1510169506072998,"96 1427563.625 +97 1811506.375 +98 1430096.125 +99 1427563.625 +100 1787633.125 +101 1427563.625 +102 1811506.375 +103 1427563.625 +104 1429320.875 +105 1425093.375 +106 1811506.375 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,MLP,1.0030980110168457,"96 356848.133309 +97 352328.416901 +98 344585.917301 +99 344875.033405 +100 328723.694007 +101 333091.234182 +102 363052.267399 +103 338158.312482 +104 337282.706000 +105 335645.280633 +106 334651.738895 +107 322141.326044 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,MLP,2.11794114112854,"96 192181.615004 +97 80050.640543 +98 95489.270005 +99 190188.549452 +100 103705.606139 +101 77802.303000 +102 311116.954561 +103 65254.171049 +104 56977.486648 +105 59715.345434 +106 61593.057692 +107 301095.338012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ITR,XGBoost,1.1142570972442627,"82 241.729630 +83 419.753265 +84 939.531250 +85 1102.430298 +86 400.108795 +87 799.824097 +88 2978.004639 +89 915.800415 +90 634.519043 +91 514.795410 +92 505.966797 +93 505.966797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Transferencias LC 61_1989,XGBoost,2.0816662311553955,"96 4198.395020 +97 4391.806152 +98 4169.519043 +99 4026.385742 +100 3907.385254 +101 4710.188965 +102 3873.753418 +103 4211.641602 +104 4269.149902 +105 4143.040527 +106 4211.118652 +107 3707.608887 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,IPTU,XGBoost,1.2016072273254395,"91 231.475662 +92 823.136963 +93 244.984528 +94 675.167664 +95 55886.855469 +96 1703.945190 +97 1476.673584 +98 1359.368652 +99 599.922363 +100 650.595093 +101 650.595093 +102 594.986694 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ISS,XGBoost,1.4968540668487549,"108 23418.320312 +109 24684.500000 +110 24684.500000 +111 26393.253906 +112 25713.894531 +113 25713.894531 +114 22061.625000 +115 23524.464844 +116 24570.488281 +117 21791.097656 +118 22495.230469 +119 21790.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ITBI,SARIMAX,0.8363358974456787,"85 137450.250000 +86 9357.120117 +87 137478.125000 +88 137400.671875 +89 137404.984375 +90 6918.656250 +91 4386.325684 +92 8448.865234 +93 137410.390625 +94 6918.030273 +95 58401.886719 +96 4386.388672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,IRRF,SES,1.8211498260498047,"107 64536.871094 +108 64536.871094 +109 52590.214844 +110 52593.324219 +111 52593.324219 +112 52590.214844 +113 52593.324219 +114 52593.324219 +115 52593.324219 +116 52593.324219 +117 52593.324219 +118 52593.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do FPM,SARIMAX,1.3835909366607666,"108 1.388690e+06 +109 1.893768e+06 +110 1.098603e+06 +111 1.199871e+06 +112 1.388690e+06 +113 1.374142e+06 +114 1.388690e+06 +115 1.098603e+06 +116 1.102223e+06 +117 1.030643e+06 +118 1.388690e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,HWES,1.2245447635650635,"108 628686.8750 +109 541562.1875 +110 540805.5625 +111 650179.0625 +112 632607.2500 +113 629260.1875 +114 629255.4375 +115 650179.0625 +116 650179.0625 +117 632607.2500 +118 627315.9375 +119 632607.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,MLP,0.8985953330993652,"101 10613.791235 +102 8823.554002 +103 11755.712704 +104 11224.007244 +105 6712.593643 +106 3266.310661 +107 8553.060182 +108 8430.943457 +109 8994.699416 +110 9789.205009 +111 10334.763595 +112 5267.724677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ITR,XGBoost,1.4166738986968994,"86 9598.062500 +87 157.865265 +88 235.038712 +89 4255.961914 +90 929.974548 +91 4255.961914 +92 8036.050293 +93 3797.194580 +94 221.547852 +95 2099.680176 +96 259.129913 +97 584.280273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Transferencias LC 61_1989,XGBoost,1.31113600730896,"108 5653.464355 +109 4779.866211 +110 5825.611816 +111 6983.811035 +112 5585.692871 +113 6013.917969 +114 6037.295410 +115 5915.967773 +116 6039.876953 +117 5795.152344 +118 5988.920898 +119 6172.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,IPTU,XGBoost,1.6877706050872803,"108 426023.718750 +109 247701.500000 +110 232083.156250 +111 123428.648438 +112 44693.054688 +113 107335.656250 +114 62101.988281 +115 63283.710938 +116 207588.171875 +117 82490.695312 +118 76636.820312 +119 120760.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ISS,SARIMAX,0.9461512565612793,"108 715129.3125 +109 709643.3750 +110 896532.8125 +111 690004.1250 +112 897929.9375 +113 758538.1875 +114 715129.3125 +115 758538.1875 +116 691065.4375 +117 789223.0000 +118 719439.4375 +119 789223.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ITBI,XGBoost,0.9366450309753418,"108 146312.859375 +109 212454.250000 +110 165513.015625 +111 159241.562500 +112 149948.859375 +113 231895.312500 +114 231662.640625 +115 231947.828125 +116 185408.812500 +117 236070.625000 +118 232604.812500 +119 192447.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,IRRF,XGBoost,0.9549829959869385,"108 506220.37500 +109 506220.71875 +110 521306.87500 +111 521306.46875 +112 521306.87500 +113 521306.46875 +114 521229.56250 +115 521253.65625 +116 521229.56250 +117 521306.87500 +118 521308.59375 +119 521306.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do FPM,SARIMAX,1.043668270111084,"108 2975863.50 +109 5050049.50 +110 2767066.25 +111 2975863.50 +112 3561192.50 +113 3377852.25 +114 5050049.50 +115 2767066.25 +116 2767066.25 +117 2657783.25 +118 3561192.50 +119 5050049.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,HWES,0.9065544605255127,"108 2913976.00 +109 2682431.00 +110 2697243.75 +111 2910255.75 +112 2924800.75 +113 2762718.00 +114 2911835.25 +115 2924680.25 +116 2924680.25 +117 2743531.75 +118 2911953.75 +119 2743531.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,XGBoost,1.7363662719726562,"108 8.991388e+05 +109 3.828552e+05 +110 8.796448e+05 +111 1.027492e+06 +112 8.877820e+05 +113 4.172831e+05 +114 3.576079e+05 +115 2.901939e+05 +116 1.440115e+05 +117 1.016747e+05 +118 9.000884e+04 +119 8.877820e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do ITR,SARIMAX,1.77109956741333,"72 2.521112e+04 +73 2.293811e+04 +74 1.977442e+04 +75 2.532471e+04 +76 1.937428e+04 +77 1.918674e+04 +78 2.115321e+04 +79 2.864293e+04 +80 2.369235e+05 +81 1.011625e+06 +82 4.959463e+04 +83 2.394175e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Transferencias LC 61_1989,AR,0.9202032089233398,"108 26142.660156 +109 23885.085938 +110 21158.707031 +111 23070.435547 +112 21080.855469 +113 22189.289062 +114 21807.843750 +115 21979.144531 +116 22361.232422 +117 21901.191406 +118 24323.341797 +119 26618.029297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,IPTU,HWES,1.288728952407837,"93 2395.073975 +94 3192.983643 +95 56048.929688 +96 52493.058594 +97 1107.737549 +98 12814.829102 +99 1970.225952 +100 5336.998535 +101 970.266785 +102 694.652405 +103 912.460510 +104 416.115906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ISS,XGBoost,1.2924301624298096,"96 14147.858398 +97 11052.788086 +98 10930.084961 +99 11050.560547 +100 14548.771484 +101 14202.476562 +102 13264.269531 +103 13266.501953 +104 9253.785156 +105 13384.791016 +106 11658.395508 +107 12265.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ITBI,SARIMAX,1.2123289108276367,"95 9047.286133 +96 3574.646484 +97 8008.559570 +98 9096.757812 +99 8037.776367 +100 9308.050781 +101 13644.016602 +102 10183.902344 +103 8304.176758 +104 11590.273438 +105 9385.866211 +106 6968.271484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,IRRF,XGBoost,1.9717276096343994,"96 81824.382812 +97 81807.703125 +98 81807.703125 +99 81807.703125 +100 81824.382812 +101 73758.960938 +102 81824.382812 +103 81811.921875 +104 81807.703125 +105 52256.152344 +106 52256.152344 +107 81811.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do FPM,HWES,1.279299020767212,"96 1240059.125 +97 1893768.375 +98 1061215.000 +99 1172966.875 +100 1548205.000 +101 1172979.375 +102 1547770.125 +103 1061215.000 +104 1072482.625 +105 1061005.625 +106 1548205.000 +107 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,HWES,1.0748515129089355,"96 985381.750 +97 986173.000 +98 984988.125 +99 985933.625 +100 985815.750 +101 985382.625 +102 985933.625 +103 985933.625 +104 985933.625 +105 985815.750 +106 985934.125 +107 985815.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,HWES,1.2525081634521484,"96 91591.046875 +97 21140.179688 +98 52563.554688 +99 52563.554688 +100 30563.726562 +101 14402.987305 +102 14352.327148 +103 13876.766602 +104 13876.766602 +105 12466.496094 +106 13877.012695 +107 90230.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ITR,XGBoost,1.1085286140441895,"82 39.582954 +83 7149.385254 +84 15308.570312 +85 8372.188477 +86 14602.081055 +87 9198.254883 +88 14614.885742 +89 11757.119141 +90 719.085510 +91 758.005493 +92 11795.517578 +93 14615.229492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Transferencias LC 61_1989,XGBoost,1.2904715538024902,"96 6411.577637 +97 6121.524902 +98 6563.998535 +99 6945.296875 +100 6180.173340 +101 6287.291016 +102 6176.120117 +103 6213.895508 +104 6112.632324 +105 6212.207031 +106 6309.112793 +107 6195.354492 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,IPTU,HWES,1.2258756160736084,"98 7126.965332 +99 4235.116699 +100 4198.403809 +101 2979.409180 +102 28287.693359 +103 34392.531250 +104 5293.129883 +105 5293.115723 +106 -850.291321 +107 -60.265209 +108 -850.291321 +109 -1105.031128 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ISS,SARIMAX,2.5725574493408203,"108 42655.503906 +109 42748.726562 +110 42748.726562 +111 39210.125000 +112 42607.847656 +113 42571.113281 +114 42573.828125 +115 42607.929688 +116 42711.812500 +117 42573.828125 +118 42655.824219 +119 42504.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ITBI,XGBoost,2.1358306407928467,"103 9593.954102 +104 7787.994141 +105 10370.212891 +106 9981.989258 +107 9925.877930 +108 9045.007812 +109 12076.697266 +110 12076.697266 +111 10734.772461 +112 12181.182617 +113 4790.573730 +114 10152.516602 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,IRRF,Prophet,1.381364107131958,"108 46876.546875 +109 65628.992188 +110 120640.359375 +111 120640.398438 +112 72046.250000 +113 120640.351562 +114 73356.289062 +115 73356.289062 +116 73356.289062 +117 65628.992188 +118 120640.359375 +119 120640.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9122252464294434,"108 1388623.250 +109 1893768.625 +110 1098557.750 +111 1199793.625 +112 1388623.250 +113 1374064.375 +114 1388623.250 +115 1098557.750 +116 1102086.250 +117 1030531.625 +118 1388623.250 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,HWES,0.9867420196533203,"108 519467.28125 +109 426898.84375 +110 428044.09375 +111 482534.62500 +112 505184.90625 +113 487967.03125 +114 482551.28125 +115 498497.21875 +116 482551.28125 +117 496132.46875 +118 488151.03125 +119 496132.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,MLP,1.4813017845153809,"107 87499.797749 +108 33170.290031 +109 34700.841286 +110 47229.530439 +111 41371.748123 +112 25330.336198 +113 25486.496090 +114 22808.083983 +115 41573.190767 +116 24837.738129 +117 23995.533100 +118 77474.548558 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ITR,XGBoost,1.6324961185455322,"87 938.532837 +88 962.426575 +89 1252.758301 +90 1758.517212 +91 1753.174805 +92 1758.186768 +93 826.738281 +94 1815.287354 +95 830.254211 +96 822.343018 +97 826.738281 +98 826.738281 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Transferencias LC 61_1989,AR,1.1919095516204834,"108 4773.452637 +109 4164.352539 +110 4447.344727 +111 4387.484863 +112 3883.516357 +113 4501.620117 +114 4216.445312 +115 4130.568848 +116 3882.607422 +117 4430.822754 +118 4359.737793 +119 4795.497070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,IPTU,SARIMAX,1.8447597026824951,"100 1.626468e+06 +101 1.384349e+07 +102 1.754618e+07 +103 3.308820e+06 +104 3.344980e+06 +105 3.344980e+06 +106 3.344980e+06 +107 1.728322e+07 +108 8.822945e+06 +109 8.822945e+06 +110 8.822945e+06 +111 8.822945e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ISS,SARIMAX,0.8565530776977539,"100 7795768.0 +101 7732502.5 +102 4324874.5 +103 4324316.0 +104 4324474.0 +105 7312094.0 +106 7796169.5 +107 7789776.0 +108 7772886.5 +109 5323863.5 +110 7348895.5 +111 7929096.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ITBI,MLP,1.8320190906524658,"100 3.097299e+06 +101 3.200019e+06 +102 3.268359e+06 +103 3.333611e+06 +104 3.424378e+06 +105 3.287080e+06 +106 3.464957e+06 +107 3.313793e+06 +108 3.261978e+06 +109 3.320962e+06 +110 3.367155e+06 +111 3.390807e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,IRRF,MLP,1.73590087890625,"100 1.441011e+06 +101 1.427082e+06 +102 1.740524e+06 +103 1.812308e+06 +104 1.798533e+06 +105 1.873642e+06 +106 1.885152e+06 +107 1.937906e+06 +108 2.007243e+06 +109 1.976784e+06 +110 1.998492e+06 +111 2.907742e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do FPM,SARIMAX,1.1127471923828125,"100 5681306.0 +101 5231622.0 +102 5091429.0 +103 4995228.5 +104 5681219.0 +105 5431810.5 +106 5675104.0 +107 4995228.5 +108 5431810.5 +109 5091429.0 +110 5681306.0 +111 5231622.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,XGBoost,1.1411871910095215,"100 2594212.50 +101 2332364.75 +102 2436372.25 +103 2654717.00 +104 2982557.50 +105 2576843.50 +106 2648777.50 +107 2598982.50 +108 2604754.50 +109 2955530.50 +110 2600470.00 +111 2968135.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,MLP,1.621274709701538,"100 3.116337e+06 +101 1.259507e+06 +102 1.439137e+06 +103 2.197180e+06 +104 1.958827e+06 +105 9.797104e+05 +106 8.523245e+05 +107 6.778043e+05 +108 5.740441e+05 +109 5.123034e+05 +110 4.806108e+05 +111 2.429233e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do ITR,SARIMAX,1.9963352680206299,"100 13027.194336 +101 38230.199219 +102 14946.340820 +103 14126.981445 +104 20461.615234 +105 21232.716797 +106 19694.814453 +107 19983.533203 +108 18388.406250 +109 87392.851562 +110 20461.615234 +111 30429.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Transferencias LC 61_1989,XGBoost,1.0778939723968506,"64 25299.861328 +65 25523.142578 +66 23598.226562 +67 24356.414062 +68 23594.832031 +69 24379.791016 +70 24834.869141 +71 23036.644531 +72 23037.736328 +73 26949.005859 +74 25430.826172 +75 23681.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,IPTU,MLP,2.2530205249786377,"76 283931.796257 +77 399885.758118 +78 129635.770422 +79 115333.532514 +80 115270.134967 +81 136494.916918 +82 123761.428169 +83 132727.767893 +84 138023.674473 +85 231574.600052 +86 235905.868315 +87 196688.605205 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ISS,MLP,1.4070382118225098,"76 79837.080184 +77 80670.474702 +78 82050.749075 +79 77816.587753 +80 81968.357235 +81 81950.435244 +82 71548.774004 +83 74137.444215 +84 71169.555155 +85 75734.904380 +86 70564.359933 +87 74220.555453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ITBI,MLP,1.3559534549713135,"76 87300.108841 +77 94101.781962 +78 96817.622021 +79 89261.736053 +80 98512.576982 +81 101797.100744 +82 38885.001821 +83 64129.449611 +84 73462.277751 +85 82636.069646 +86 70318.828803 +87 66799.569606 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,IRRF,SARIMAX,0.9162695407867432,"76 121261.507812 +77 166084.515625 +78 166084.515625 +79 166084.515625 +80 166084.515625 +81 211676.953125 +82 194073.562500 +83 211677.046875 +84 194072.609375 +85 194072.609375 +86 194073.562500 +87 194073.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,Prophet,0.8166205883026123,"76 1442908.875 +77 1668414.625 +78 1592736.125 +79 1570877.375 +80 1592736.125 +81 1570877.375 +82 1570877.375 +83 1668414.625 +84 1675439.250 +85 1471856.375 +86 1471690.750 +87 1592570.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,XGBoost,1.4007785320281982,"74 261004.421875 +75 227298.953125 +76 256647.968750 +77 261004.421875 +78 261004.421875 +79 230962.218750 +80 228471.796875 +81 228462.078125 +82 230479.062500 +83 230539.796875 +84 230325.906250 +85 261004.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do ITR,AR,1.4833979606628418,"75 79631.664062 +76 539935.625000 +77 539933.125000 +78 539933.125000 +79 610927.312500 +80 539933.125000 +81 610917.562500 +82 610917.562500 +83 320422.906250 +84 119636.312500 +85 320424.656250 +86 320424.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Transferencias LC 61_1989,MLP,1.0602805614471436,"52 10972.046502 +53 10005.936260 +54 9827.738914 +55 9688.753062 +56 10023.316381 +57 10041.681386 +58 9492.578571 +59 10012.924397 +60 9093.538422 +61 8585.506755 +62 9071.919113 +63 8366.962595 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,IPTU,XGBoost,1.696366548538208,"108 122243.796875 +109 99550.625000 +110 98442.765625 +111 24828.326172 +112 24653.957031 +113 14983.274414 +114 25688.195312 +115 25255.384766 +116 10703.489258 +117 14200.968750 +118 49753.191406 +119 19902.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ISS,SARIMAX,1.7335829734802246,"108 781301.7500 +109 797753.5000 +110 769523.3750 +111 781302.1250 +112 789390.6875 +113 789390.6875 +114 769523.3750 +115 789390.6875 +116 769522.7500 +117 789390.6875 +118 769523.3750 +119 769523.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ITBI,AR,1.4395170211791992,"103 3830.620605 +104 3602.829102 +105 11398.038086 +106 11284.468750 +107 3789.568115 +108 2172.195312 +109 1038.823242 +110 -212.108231 +111 8742.803711 +112 7166.171875 +113 8748.636719 +114 50.216446 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,IRRF,XGBoost,1.396303653717041,"108 181596.984375 +109 181596.984375 +110 181766.281250 +111 181766.281250 +112 181766.281250 +113 181766.281250 +114 181766.281250 +115 181766.281250 +116 181766.281250 +117 181766.281250 +118 181766.281250 +119 181766.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do FPM,SARIMAX,1.0150861740112305,"108 9.897683e+05 +109 1.893344e+06 +110 1.072411e+06 +111 1.141887e+06 +112 1.257950e+06 +113 1.258920e+06 +114 1.257950e+06 +115 9.699946e+05 +116 1.072411e+06 +117 9.443459e+05 +118 1.257950e+06 +119 1.782272e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,HWES,0.9179210662841797,"108 562710.0000 +109 557773.3125 +110 556211.9375 +111 625861.2500 +112 647017.2500 +113 583541.7500 +114 625861.2500 +115 623437.8750 +116 625861.2500 +117 651417.0000 +118 583093.8750 +119 651417.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,XGBoost,1.573923110961914,"108 149670.875000 +109 99080.398438 +110 106063.382812 +111 145459.937500 +112 145494.843750 +113 95346.671875 +114 59638.097656 +115 15612.892578 +116 35801.425781 +117 22552.359375 +118 11207.078125 +119 149670.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ITR,SES,1.8402886390686035,"92 14182.902344 +93 12392.514648 +94 5596.749512 +95 7156.213867 +96 5596.831055 +97 5588.204102 +98 7148.035156 +99 4025.116943 +100 8875.292969 +101 335670.125000 +102 17298.500000 +103 50836.738281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Transferencias LC 61_1989,XGBoost,1.7722511291503906,"108 3176.360107 +109 4813.185547 +110 5834.236816 +111 5620.817871 +112 5818.780762 +113 5571.002441 +114 5150.454102 +115 5478.615234 +116 5587.198730 +117 4236.734375 +118 5787.126465 +119 5183.942383 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,IPTU,MLP,1.6250600814819336,"106 232685.948938 +107 458309.948045 +108 244010.996259 +109 334604.740087 +110 213102.765849 +111 265525.180705 +112 221270.461006 +113 228165.060402 +114 275945.612685 +115 251708.974934 +116 265817.518861 +117 369709.392868 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ISS,MLP,1.0268006324768066,"108 398246.205564 +109 406479.716604 +110 405926.833570 +111 411729.432095 +112 404870.909851 +113 434998.542578 +114 378953.003404 +115 403460.954333 +116 358908.104247 +117 388702.889661 +118 388235.533569 +119 333943.886515 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ITBI,XGBoost,1.314664363861084,"105 33611.230469 +106 27782.003906 +107 27475.085938 +108 43876.511719 +109 28032.884766 +110 63315.496094 +111 34630.781250 +112 27780.753906 +113 44306.640625 +114 34152.585938 +115 37542.414062 +116 27780.753906 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,IRRF,MLP,1.265915870666504,"108 173388.903636 +109 174977.444632 +110 170949.872162 +111 170711.775995 +112 165718.253337 +113 166016.665437 +114 162117.319340 +115 160476.294814 +116 154171.103686 +117 147631.602282 +118 145361.523188 +119 121231.332199 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do FPM,SARIMAX,0.9755909442901611,"108 3124518.25 +109 4418796.00 +110 2597414.75 +111 2732697.75 +112 3124197.25 +113 3065071.25 +114 3123725.75 +115 2664731.50 +116 2674460.75 +117 2417134.00 +118 3124197.25 +119 4418796.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,XGBoost,1.0471398830413818,"108 2440335.75 +109 2445063.75 +110 2448512.75 +111 2441099.00 +112 2439758.50 +113 2442206.75 +114 2413843.25 +115 2421959.75 +116 2421959.75 +117 2425705.25 +118 2413925.75 +119 2421626.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,MLP,1.6201894283294678,"106 549414.456053 +107 286332.222703 +108 371416.574637 +109 440723.381988 +110 385970.519681 +111 233244.841691 +112 208395.251069 +113 189542.370669 +114 175970.715681 +115 169719.846135 +116 172699.888495 +117 475239.199860 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ITR,HWES,1.8645901679992676,"93 83830.773438 +94 83109.007812 +95 84055.125000 +96 52496.535156 +97 83109.007812 +98 52856.328125 +99 84330.039062 +100 52496.535156 +101 50517.644531 +102 259177.046875 +103 194701.296875 +104 194701.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Transferencias LC 61_1989,XGBoost,1.264206886291504,"108 12475.693359 +109 19405.824219 +110 19702.746094 +111 19387.966797 +112 19551.843750 +113 19327.277344 +114 19308.527344 +115 19541.708984 +116 19542.001953 +117 19832.195312 +118 19763.236328 +119 17251.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,IPTU,HWES,2.436394214630127,"98 7110.665527 +99 41921.343750 +100 35053.796875 +101 29195.251953 +102 31488.394531 +103 31504.171875 +104 38740.667969 +105 43135.796875 +106 39559.484375 +107 7101.789551 +108 3033.020264 +109 3369.709717 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ISS,Prophet,1.4075348377227783,"108 35448.046875 +109 35534.449219 +110 35301.019531 +111 35386.480469 +112 35448.046875 +113 35346.945312 +114 35369.046875 +115 35301.019531 +116 35346.945312 +117 35346.945312 +118 35346.945312 +119 35301.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,1.4357516765594482,"108 27748.707031 +109 12227.683594 +110 33402.636719 +111 33402.636719 +112 8571.613281 +113 10150.744141 +114 9959.089844 +115 16133.828125 +116 34254.140625 +117 15044.842773 +118 15231.481445 +119 37466.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,IRRF,AR,1.2088384628295898,"108 28198.423828 +109 59689.339844 +110 59591.210938 +111 59591.210938 +112 59689.339844 +113 59695.554688 +114 59591.210938 +115 126118.414062 +116 59591.210938 +117 59591.210938 +118 126118.414062 +119 126118.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do FPM,SARIMAX,1.171617031097412,"108 1343678.750 +109 1893768.625 +110 1140915.375 +111 1269796.500 +112 1343678.750 +113 1301097.125 +114 1343678.750 +115 1140915.375 +116 1140915.375 +117 1001320.000 +118 1343678.750 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,HWES,1.1376774311065674,"108 709314.0000 +109 698561.8125 +110 698332.3125 +111 772580.0000 +112 764184.1875 +113 704580.8125 +114 772721.3125 +115 771043.5625 +116 771043.5625 +117 764184.1875 +118 704580.8125 +119 761958.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,MLP,2.057874917984009,"108 322831.281014 +109 64694.614499 +110 98125.481823 +111 202168.857233 +112 148486.217240 +113 69437.619802 +114 61900.015561 +115 39190.790043 +116 32844.262814 +117 35709.039945 +118 34893.515104 +119 295753.697344 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ITR,SES,1.4422876834869385,"83 508.557800 +84 534.265930 +85 6760.216797 +86 7513.651367 +87 7516.784180 +88 7521.576172 +89 7517.148926 +90 7517.942383 +91 7686.965332 +92 7686.965332 +93 7517.942383 +94 7519.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Transferencias LC 61_1989,XGBoost,2.1217782497406006,"108 6597.285645 +109 6628.182129 +110 6741.492188 +111 6806.306641 +112 6631.542969 +113 6476.003906 +114 6552.316406 +115 6146.676270 +116 6406.680664 +117 7255.388672 +118 6143.187988 +119 6988.722168 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,IPTU,XGBoost,2.0580596923828125,"88 3.731035e+04 +89 7.343260e+04 +90 1.084558e+06 +91 1.104081e+05 +92 8.062474e+04 +93 7.117762e+04 +94 8.947093e+04 +95 1.551988e+05 +96 7.335522e+04 +97 1.170842e+05 +98 8.741704e+04 +99 8.062316e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ISS,XGBoost,0.9272737503051758,"96 132893.906250 +97 113663.460938 +98 125204.000000 +99 125190.187500 +100 125298.171875 +101 125143.257812 +102 125204.000000 +103 129278.203125 +104 125204.000000 +105 125204.000000 +106 125204.000000 +107 125143.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ITBI,SARIMAX,1.1100220680236816,"96 40221.761719 +97 40221.863281 +98 37414.890625 +99 39154.523438 +100 40858.335938 +101 39676.406250 +102 40221.761719 +103 38567.808594 +104 43804.546875 +105 49154.414062 +106 40075.875000 +107 41872.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,IRRF,SARIMAX,2.0290510654449463,"96 267655.843750 +97 269733.687500 +98 261191.296875 +99 340053.656250 +100 267782.187500 +101 260293.906250 +102 260645.093750 +103 340053.656250 +104 267826.718750 +105 279430.062500 +106 279430.062500 +107 340053.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do FPM,XGBoost,1.330913782119751,"96 1527674.625 +97 1923189.125 +98 1414251.000 +99 1527674.625 +100 1923189.125 +101 1663655.375 +102 1528350.125 +103 1663655.375 +104 1528350.125 +105 1528350.125 +106 1923189.125 +107 1923189.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,SES,1.1144440174102783,"96 791779.3750 +97 948297.0000 +98 894285.2500 +99 812821.8750 +100 955252.4375 +101 811687.7500 +102 811687.5000 +103 947162.6250 +104 778963.2500 +105 790479.8750 +106 801003.7500 +107 947144.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,MLP,1.5294735431671143,"92 452408.712556 +93 149363.469929 +94 212357.771337 +95 292814.239960 +96 212093.831689 +97 131824.012050 +98 109779.527444 +99 100843.500328 +100 79183.857309 +101 74059.189444 +102 78276.244194 +103 788197.891432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do ITR,SARIMAX,1.6252782344818115,"91 1574.014038 +92 1857.842041 +93 1574.329590 +94 1818.355591 +95 58188.828125 +96 13621.512695 +97 13640.446289 +98 13621.512695 +99 19726.705078 +100 47904.601562 +101 12615.116211 +102 12615.717773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Transferencias LC 61_1989,Prophet,1.05800461769104,"36 11841.047852 +37 11872.753906 +38 11785.964844 +39 12188.135742 +40 11839.171875 +41 11871.949219 +42 11871.949219 +43 11841.910156 +44 11855.113281 +45 11839.171875 +46 11855.113281 +47 11839.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,IPTU,AR,1.2878708839416504,"100 25403.794922 +101 29794.066406 +102 31871.804688 +103 30957.820312 +104 118483.171875 +105 215884.937500 +106 121422.593750 +107 121485.460938 +108 121422.492188 +109 121485.460938 +110 121485.460938 +111 121400.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ISS,XGBoost,2.090853214263916,"108 29997.878906 +109 22155.691406 +110 21536.105469 +111 28192.710938 +112 21536.105469 +113 28437.830078 +114 28875.167969 +115 26976.242188 +116 30904.070312 +117 30384.181641 +118 30192.222656 +119 30384.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ITBI,HWES,1.9474363327026367,"108 34115.640625 +109 38532.203125 +110 16324.935547 +111 15326.317383 +112 15578.085938 +113 5882.494141 +114 6047.040039 +115 6438.193359 +116 12251.872070 +117 -872.536316 +118 5278.252930 +119 -2976.736816 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,IRRF,XGBoost,1.0348868370056152,"104 143260.312500 +105 143765.984375 +106 143751.078125 +107 143751.156250 +108 142648.625000 +109 143751.156250 +110 143751.156250 +111 143751.156250 +112 143751.156250 +113 143751.078125 +114 143751.078125 +115 143750.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do FPM,SARIMAX,0.945930004119873,"108 1168683.875 +109 1859275.250 +110 1330879.500 +111 1354749.500 +112 1858758.250 +113 1578670.250 +114 1536564.500 +115 1330879.500 +116 1330879.500 +117 1333250.125 +118 1644988.000 +119 1858758.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,XGBoost,0.9337887763977051,"108 632906.6250 +109 550952.8750 +110 547657.6875 +111 657369.3750 +112 670726.3750 +113 604224.0625 +114 667095.8750 +115 667095.8750 +116 667095.8750 +117 623040.7500 +118 628334.8750 +119 623040.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,XGBoost,1.9530105590820312,"107 67321.140625 +108 57379.156250 +109 77165.484375 +110 36885.414062 +111 45027.226562 +112 57457.312500 +113 57789.324219 +114 57734.476562 +115 20326.886719 +116 16213.533203 +117 16229.052734 +118 73931.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ITR,XGBoost,1.699643611907959,"101 6148.901855 +102 5182.700195 +103 5182.700195 +104 5129.998535 +105 5894.277344 +106 5733.492188 +107 5171.869629 +108 5248.658691 +109 5700.624512 +110 451.537231 +111 3988.787109 +112 3345.730957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Transferencias LC 61_1989,XGBoost,1.1697957515716553,"108 5477.996094 +109 5445.167480 +110 5410.532227 +111 5489.466309 +112 5330.450195 +113 5245.296387 +114 5236.171387 +115 5520.122070 +116 5284.926758 +117 4523.496582 +118 5409.535156 +119 5185.592773 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,IPTU,AR,1.143524408340454,"108 1.276868e+06 +109 3.033302e+06 +110 3.041365e+05 +111 4.970471e+05 +112 7.459815e+05 +113 4.628352e+05 +114 3.664743e+05 +115 3.847675e+05 +116 3.634549e+05 +117 3.041216e+05 +118 2.793428e+05 +119 3.903481e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ISS,XGBoost,1.2420074939727783,"108 841107.625 +109 1213718.250 +110 1214031.625 +111 841107.875 +112 1213719.000 +113 1213719.000 +114 1214031.625 +115 1213718.250 +116 837729.875 +117 841107.875 +118 1213718.250 +119 1213718.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ITBI,SARIMAX,0.8892481327056885,"108 317442.25000 +109 252267.56250 +110 297051.50000 +111 401249.68750 +112 297051.46875 +113 277198.09375 +114 277015.50000 +115 384534.31250 +116 414316.62500 +117 384825.65625 +118 336579.84375 +119 382522.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,IRRF,SARIMAX,1.2947986125946045,"108 1055354.125 +109 1729685.875 +110 1501384.875 +111 1729685.875 +112 1729685.875 +113 1729685.875 +114 1729685.875 +115 1729685.875 +116 1729685.875 +117 1729685.875 +118 1729685.875 +119 1729685.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do FPM,SARIMAX,0.9917559623718262,"108 5306536.5 +109 7575074.5 +110 4631975.5 +111 4952752.5 +112 6367534.0 +113 5306536.5 +114 6368325.0 +115 4631975.5 +116 4631975.5 +117 4477629.5 +118 6367534.0 +119 7575074.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,HWES,1.0203123092651367,"108 6287193.0 +109 5538771.5 +110 5629914.5 +111 6371708.0 +112 6485921.0 +113 6193781.0 +114 6370457.5 +115 6473464.5 +116 6473464.5 +117 6395544.0 +118 6193775.0 +119 6395544.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,MLP,1.7192091941833496,"108 2.401684e+06 +109 8.772581e+05 +110 9.939885e+05 +111 1.777469e+06 +112 1.498575e+06 +113 8.452701e+05 +114 6.631294e+05 +115 4.196007e+05 +116 2.835859e+05 +117 2.461868e+05 +118 2.555882e+05 +119 1.685030e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ITR,XGBoost,2.3890178203582764,"108 7.788142e+05 +109 8.343680e+04 +110 1.074533e+05 +111 8.263923e+04 +112 8.579795e+04 +113 8.579795e+04 +114 8.893589e+04 +115 8.263923e+04 +116 6.861067e+05 +117 3.624189e+06 +118 8.951023e+05 +119 8.951023e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Transferencias LC 61_1989,MLP,1.8427188396453857,"108 48930.711327 +109 52516.085709 +110 52191.832674 +111 51550.712394 +112 52218.368457 +113 51616.907226 +114 51345.680849 +115 52563.543541 +116 52525.731809 +117 48049.839488 +118 52005.454627 +119 50490.494171 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,IPTU,SARIMAX,1.6007473468780518,"93 17023.443359 +94 16100.962891 +95 17572.929688 +96 20520.937500 +97 20253.710938 +98 31619.136719 +99 30230.488281 +100 28989.035156 +101 24852.837891 +102 28529.974609 +103 29296.095703 +104 22621.814453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ISS,XGBoost,1.329387903213501,"96 51624.316406 +97 57713.757812 +98 57857.562500 +99 51739.949219 +100 51739.953125 +101 51739.949219 +102 53220.066406 +103 51739.949219 +104 50864.851562 +105 51783.382812 +106 50864.832031 +107 51739.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ITBI,XGBoost,0.9547460079193115,"96 45352.710938 +97 69155.765625 +98 19087.845703 +99 12453.907227 +100 41996.984375 +101 11403.378906 +102 44823.070312 +103 42797.953125 +104 31056.789062 +105 58693.820312 +106 57796.703125 +107 38635.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,IRRF,SARIMAX,2.277052640914917,"96 429265.43750 +97 313867.06250 +98 313867.06250 +99 260634.03125 +100 313867.06250 +101 313867.06250 +102 313867.06250 +103 313867.06250 +104 313867.06250 +105 313867.06250 +106 313867.06250 +107 429265.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do FPM,SARIMAX,0.8858680725097656,"96 1329194.625 +97 1893767.125 +98 1061908.125 +99 1212574.875 +100 1329193.375 +101 1321213.250 +102 1329608.750 +103 1061908.125 +104 1061553.125 +105 979823.875 +106 1329193.375 +107 1893767.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,MLP,1.2118401527404785,"96 1.581991e+06 +97 1.570353e+06 +98 1.589675e+06 +99 1.615976e+06 +100 1.620638e+06 +101 1.583336e+06 +102 1.589430e+06 +103 1.588812e+06 +104 1.576560e+06 +105 1.578597e+06 +106 1.526482e+06 +107 1.535014e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,AR,1.5913403034210205,"96 208446.062500 +97 135212.843750 +98 187120.218750 +99 226528.250000 +100 179290.031250 +101 72103.718750 +102 30910.906250 +103 31232.175781 +104 26599.699219 +105 22636.695312 +106 17362.962891 +107 170648.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Transferencias LC 61_1989,SARIMAX,0.9078638553619385,"96 18042.119141 +97 17415.175781 +98 18154.685547 +99 17428.642578 +100 18306.175781 +101 20137.371094 +102 20230.041016 +103 19100.130859 +104 19065.718750 +105 18050.908203 +106 17917.234375 +107 18571.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,IPTU,XGBoost,1.5212769508361816,"102 3254.224121 +103 7709.368164 +104 5965.224121 +105 40868.347656 +106 22061.126953 +107 8659.439453 +108 9838.311523 +109 8682.650391 +110 7782.888184 +111 6936.934570 +112 5008.426270 +113 5551.188477 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ISS,HWES,1.3285105228424072,"104 9001.745117 +105 7409.601562 +106 7786.323730 +107 9001.745117 +108 7786.323730 +109 7789.326660 +110 7146.604004 +111 7146.499512 +112 7146.604004 +113 7787.580566 +114 7789.405762 +115 9905.561523 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ITBI,XGBoost,1.2111916542053223,"90 14597.842773 +91 15218.263672 +92 15352.733398 +93 18842.511719 +94 16686.089844 +95 16144.859375 +96 14831.763672 +97 15218.657227 +98 14982.232422 +99 14727.098633 +100 14982.232422 +101 14997.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,IRRF,SARIMAX,1.2202930450439453,"104 65176.480469 +105 65344.109375 +106 65231.328125 +107 65229.332031 +108 65229.332031 +109 65229.332031 +110 65229.332031 +111 65229.332031 +112 65229.332031 +113 65229.332031 +114 65229.332031 +115 65344.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do FPM,SARIMAX,0.8480145931243896,"104 1.348785e+06 +105 1.893768e+06 +106 1.104072e+06 +107 1.159892e+06 +108 1.438679e+06 +109 1.354475e+06 +110 1.452675e+06 +111 1.104072e+06 +112 1.106280e+06 +113 9.950979e+05 +114 1.438679e+06 +115 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,SES,0.9551444053649902,"104 466678.59375 +105 453439.31250 +106 453750.15625 +107 470095.84375 +108 471314.46875 +109 466707.46875 +110 470095.84375 +111 471314.84375 +112 471314.84375 +113 459079.84375 +114 470095.84375 +115 459079.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,XGBoost,1.5535888671875,"100 20629.833984 +101 9462.854492 +102 27482.322266 +103 23852.791016 +104 24848.298828 +105 12051.663086 +106 10124.037109 +107 7729.027832 +108 9287.045898 +109 6531.242676 +110 6531.246094 +111 27479.855469 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ITR,XGBoost,1.5359745025634766,"68 987.949707 +69 1469.474609 +70 1655.889282 +71 2567.029053 +72 1997.258789 +73 1089.326538 +74 1575.014526 +75 1611.238770 +76 1772.475098 +77 30801.160156 +78 997.366821 +79 997.367004 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Transferencias LC 61_1989,XGBoost,0.9984512329101562,"44 2897.134766 +45 2905.586914 +46 2604.955078 +47 2695.795898 +48 2385.101807 +49 2716.048096 +50 2526.596436 +51 2939.138916 +52 2704.056641 +53 2875.246582 +54 2880.991699 +55 2823.315430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,IPTU,SARIMAX,1.6929805278778076,"103 2326.616699 +104 3759.494385 +105 103064.390625 +106 949548.937500 +107 141594.500000 +108 134414.750000 +109 127863.757812 +110 45163.007812 +111 69591.367188 +112 105386.882812 +113 53894.539062 +114 69988.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ISS,Prophet,1.063673973083496,"108 369691.90625 +109 378008.53125 +110 422621.53125 +111 428534.68750 +112 422475.71875 +113 423645.90625 +114 370308.71875 +115 424216.62500 +116 370322.68750 +117 422575.18750 +118 423659.93750 +119 423198.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ITBI,XGBoost,0.8992128372192383,"108 12959.165039 +109 46093.109375 +110 39106.953125 +111 38611.210938 +112 39156.914062 +113 48569.867188 +114 19677.052734 +115 41819.898438 +116 44216.203125 +117 55899.242188 +118 44271.863281 +119 20389.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,IRRF,XGBoost,1.3005049228668213,"107 127067.460938 +108 127067.460938 +109 127413.835938 +110 127414.195312 +111 127413.835938 +112 127414.195312 +113 127413.835938 +114 173875.703125 +115 127413.835938 +116 199263.546875 +117 127414.195312 +118 199263.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do FPM,SARIMAX,1.5775532722473145,"108 1336341.875 +109 1893771.375 +110 1118155.375 +111 1211857.625 +112 1336815.375 +113 1319540.125 +114 1336815.375 +115 1118155.375 +116 1118292.625 +117 1058984.625 +118 1336815.375 +119 1893771.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,HWES,0.9314587116241455,"108 2001900.250 +109 1948894.375 +110 1942008.625 +111 1992766.625 +112 2018801.250 +113 2002079.750 +114 2004623.750 +115 2013879.250 +116 2013879.250 +117 2010407.500 +118 2010811.000 +119 2012527.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,XGBoost,1.69028902053833,"108 481563.375000 +109 235610.796875 +110 230858.359375 +111 469637.031250 +112 450461.062500 +113 201546.578125 +114 195599.250000 +115 76876.460938 +116 39457.468750 +117 18870.437500 +118 28150.863281 +119 292755.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ITR,AR,2.0038821697235107,"104 121.154282 +105 53.618721 +106 63.500874 +107 51.704166 +108 117.449562 +109 62.968040 +110 52.567764 +111 62.774742 +112 9275.428711 +113 9275.428711 +114 213.472076 +115 94.703735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Transferencias LC 61_1989,SES,1.2741413116455078,"108 12369.479492 +109 13166.555664 +110 12735.659180 +111 12607.778320 +112 15586.751953 +113 14006.693359 +114 14173.010742 +115 13437.383789 +116 14353.279297 +117 12546.849609 +118 14108.000000 +119 12897.103516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,IPTU,XGBoost,1.3019828796386719,"98 19545.126953 +99 19582.218750 +100 23521.402344 +101 23638.054688 +102 9596.417969 +103 4693.354492 +104 10114.750000 +105 10114.750000 +106 4631.348633 +107 4631.348633 +108 9379.335938 +109 21706.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ISS,XGBoost,1.5228188037872314,"100 19476.589844 +101 14843.969727 +102 22060.058594 +103 22090.392578 +104 20369.146484 +105 20345.904297 +106 24198.146484 +107 24258.371094 +108 20867.562500 +109 19201.552734 +110 24255.630859 +111 23217.884766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ITBI,XGBoost,1.9921581745147705,"98 150045.421875 +99 148733.218750 +100 151541.796875 +101 151491.203125 +102 151630.484375 +103 151630.484375 +104 148616.765625 +105 151541.796875 +106 158325.343750 +107 72715.648438 +108 72853.718750 +109 72848.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,IRRF,SARIMAX,1.4259147644042969,"100 45025.226562 +101 50372.597656 +102 40260.960938 +103 40260.960938 +104 59853.765625 +105 50162.648438 +106 50372.597656 +107 59853.765625 +108 40260.960938 +109 45025.226562 +110 50372.597656 +111 59853.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do FPM,SARIMAX,0.9368376731872559,"100 1787587.375 +101 1893768.625 +102 1553048.250 +103 1536886.125 +104 1787587.375 +105 1614387.875 +106 1893768.625 +107 1553048.250 +108 1553086.125 +109 1335653.500 +110 1893768.625 +111 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,XGBoost,1.4702651500701904,"100 704317.4375 +101 703643.5000 +102 704259.1250 +103 708653.7500 +104 707587.2500 +105 704319.6875 +106 709374.1250 +107 709374.5000 +108 709374.5000 +109 707162.5000 +110 708653.8750 +111 707162.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,XGBoost,1.0997507572174072,"99 38296.472656 +100 19771.755859 +101 20064.064453 +102 38444.750000 +103 35436.972656 +104 21385.000000 +105 31629.318359 +106 16862.509766 +107 16862.193359 +108 17098.037109 +109 17087.726562 +110 41642.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do ITR,XGBoost,1.4273853302001953,"87 20274.587891 +88 8064.588379 +89 8046.154297 +90 9995.234375 +91 9995.234375 +92 9884.198242 +93 9970.255859 +94 9909.511719 +95 40557.726562 +96 199663.281250 +97 33987.066406 +98 37741.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Transferencias LC 61_1989,XGBoost,1.0411596298217773,"40 7383.322266 +41 7383.322266 +42 7383.447266 +43 7383.518555 +44 7383.322266 +45 7383.397461 +46 7383.535156 +47 7383.397461 +48 7383.349609 +49 7383.447266 +50 7383.397461 +51 7383.397461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,IPTU,MLP,0.9452366828918457,"108 7.296059e+06 +109 7.368593e+06 +110 4.255409e+06 +111 3.161623e+06 +112 3.290533e+06 +113 3.819504e+06 +114 4.747943e+06 +115 3.124009e+06 +116 2.806118e+06 +117 2.697441e+06 +118 3.270928e+06 +119 2.811722e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ISS,SARIMAX,1.0365095138549805,"108 2577904.50 +109 2575219.50 +110 2278629.00 +111 2278629.00 +112 2278629.00 +113 2278629.00 +114 2575219.50 +115 2639698.25 +116 2575219.50 +117 2575219.50 +118 2575219.50 +119 2639698.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ITBI,SES,1.106889009475708,"108 2083847.625 +109 1917515.125 +110 2087043.000 +111 2088813.500 +112 2061660.250 +113 2057521.000 +114 2009480.375 +115 2088813.500 +116 2088813.500 +117 1807726.000 +118 2088813.500 +119 2088813.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,IRRF,Prophet,1.1763825416564941,"108 1149096.125 +109 1157827.000 +110 1157778.250 +111 1157827.000 +112 1252557.500 +113 1157778.250 +114 1157778.250 +115 1157778.250 +116 1157778.250 +117 1157778.250 +118 1157778.250 +119 1641231.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do FPM,SARIMAX,0.9728686809539795,"108 4543931.00 +109 5968941.00 +110 3756349.50 +111 3992088.50 +112 4201053.50 +113 4261237.50 +114 4201053.50 +115 3756349.50 +116 3877597.00 +117 3482390.25 +118 4201053.50 +119 5968941.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,HWES,0.9813885688781738,"108 2189725.50 +109 1949742.50 +110 1918602.25 +111 2230329.75 +112 2117109.50 +113 1973435.75 +114 2230329.75 +115 2117109.50 +116 2117109.50 +117 2048358.75 +118 2143348.50 +119 2048358.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,XGBoost,1.553447961807251,"108 1.527414e+06 +109 9.398242e+05 +110 1.518224e+06 +111 1.800202e+06 +112 1.800084e+06 +113 9.735715e+05 +114 6.035992e+05 +115 5.307233e+05 +116 3.524690e+05 +117 2.745510e+05 +118 1.808530e+05 +119 1.690533e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do ITR,SARIMAX,1.4425902366638184,"106 5255.402344 +107 1663.946411 +108 7391.035156 +109 2214.895996 +110 1776.654297 +111 1620.585693 +112 1663.946411 +113 1439.107422 +114 5667.296387 +115 27806.589844 +116 6251.749023 +117 5709.180176 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Transferencias LC 61_1989,AR,0.9923708438873291,"108 17660.410156 +109 18507.085938 +110 18333.511719 +111 18736.810547 +112 18516.695312 +113 17675.093750 +114 17942.285156 +115 17667.822266 +116 18602.017578 +117 17420.638672 +118 17927.302734 +119 17686.716797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,IPTU,XGBoost,1.5317513942718506,"92 7334.317383 +93 6144.287109 +94 6083.592773 +95 7328.499023 +96 6083.592773 +97 46003.093750 +98 32595.417969 +99 24936.484375 +100 30504.193359 +101 9523.389648 +102 -1158.458740 +103 -682.609253 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ISS,MLP,1.6207497119903564,"108 263133.103013 +109 284848.857348 +110 309195.442381 +111 320017.920939 +112 340300.323277 +113 362762.665784 +114 386955.474847 +115 413855.641975 +116 444326.492473 +117 475315.299946 +118 507818.923321 +119 544171.131874 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ITBI,SARIMAX,1.8908765316009521,"106 23367.419922 +107 18792.417969 +108 23830.343750 +109 19570.933594 +110 24588.964844 +111 20164.638672 +112 27607.341797 +113 28221.130859 +114 18865.992188 +115 35337.726562 +116 33854.730469 +117 27540.417969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,IRRF,Prophet,0.9654979705810547,"108 112447.109375 +109 108202.640625 +110 127641.414062 +111 127641.414062 +112 235291.515625 +113 212118.359375 +114 108198.007812 +115 115084.078125 +116 235291.515625 +117 111837.351562 +118 212118.359375 +119 235291.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do FPM,SARIMAX,0.8608698844909668,"108 1373176.250 +109 1893798.625 +110 1125013.250 +111 1197774.625 +112 1373208.875 +113 1362715.250 +114 1373208.875 +115 1125013.250 +116 1126897.000 +117 1085178.125 +118 1373208.875 +119 1893798.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,HWES,1.1941843032836914,"108 744284.12500 +109 452956.09375 +110 452208.90625 +111 562344.87500 +112 573270.81250 +113 744284.12500 +114 561998.37500 +115 562132.18750 +116 547533.06250 +117 547378.18750 +118 761336.43750 +119 547477.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,XGBoost,1.88844633102417,"108 82961.750000 +109 70008.203125 +110 55472.984375 +111 121320.515625 +112 120390.460938 +113 54120.281250 +114 60388.101562 +115 39523.609375 +116 82024.882812 +117 39523.609375 +118 13385.765625 +119 82156.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ITR,XGBoost,2.0160694122314453,"87 149.622757 +88 1036.945679 +89 149.623169 +90 149.592316 +91 -63.257736 +92 221.093399 +93 221.093399 +94 915.539429 +95 474.039642 +96 -79.440063 +97 -218.723999 +98 -367.595062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Transferencias LC 61_1989,AR,1.8316800594329834,"108 6284.693359 +109 6060.268555 +110 6471.616699 +111 6829.889648 +112 6291.631348 +113 6293.369141 +114 6290.855957 +115 6362.033203 +116 6698.531738 +117 6325.433105 +118 6507.272949 +119 6306.583984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,IPTU,SARIMAX,1.7156047821044922,"108 5345.831055 +109 9933.017578 +110 40385.664062 +111 121192.101562 +112 162522.875000 +113 7900.605469 +114 9996.003906 +115 11674.521484 +116 11674.521484 +117 9581.235352 +118 9210.019531 +119 9613.059570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ISS,SES,2.0793962478637695,"108 45596.996094 +109 35186.609375 +110 40247.265625 +111 46498.375000 +112 45930.507812 +113 45923.968750 +114 45930.507812 +115 45930.507812 +116 46498.375000 +117 45808.886719 +118 45596.996094 +119 45923.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ITBI,HWES,1.1102557182312012,"95 20249.746094 +96 27892.472656 +97 32680.746094 +98 33175.761719 +99 27892.472656 +100 28324.839844 +101 31906.835938 +102 35018.902344 +103 27736.980469 +104 19625.945312 +105 31271.929688 +106 27696.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,IRRF,MLP,1.0722126960754395,"108 36801.735017 +109 34823.917796 +110 34398.036736 +111 33439.816961 +112 32613.443303 +113 32356.363561 +114 30630.552313 +115 30918.557107 +116 28380.495947 +117 28519.371631 +118 26001.474487 +119 13536.478658 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do FPM,SARIMAX,1.417508602142334,"108 1359638.000 +109 1893768.625 +110 1067579.500 +111 1169184.750 +112 1365843.250 +113 1362938.750 +114 1365843.250 +115 1067579.500 +116 1068406.375 +117 986301.375 +118 1365843.250 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,HWES,0.9857680797576904,"108 797502.625 +109 727468.625 +110 770217.625 +111 797570.750 +112 802064.375 +113 772571.125 +114 797570.750 +115 796042.875 +116 797570.750 +117 802064.375 +118 797502.625 +119 802064.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,MLP,1.6655304431915283,"108 262608.578717 +109 52043.467069 +110 73622.053482 +111 120218.040935 +112 89578.536908 +113 39242.026195 +114 39292.449033 +115 34887.587824 +116 29007.599025 +117 33593.868733 +118 29166.612552 +119 228140.368830 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ITR,XGBoost,1.5125460624694824,"87 318.591736 +88 342.960968 +89 205.772141 +90 1467.269897 +91 1484.185181 +92 1352.064941 +93 514.345520 +94 268.918976 +95 666.025452 +96 465.114685 +97 92.291290 +98 92.291290 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Transferencias LC 61_1989,XGBoost,1.2171926498413086,"108 6943.037598 +109 6720.764648 +110 6240.206543 +111 6971.248535 +112 7942.292969 +113 6918.381836 +114 7023.966797 +115 7953.062012 +116 6932.257324 +117 7019.613281 +118 6495.731445 +119 7024.486328 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,IPTU,XGBoost,2.01302433013916,"105 5124.998535 +106 7508.863281 +107 113470.320312 +108 133421.203125 +109 9837.175781 +110 12849.893555 +111 4220.909668 +112 3975.655029 +113 4230.931152 +114 4076.460693 +115 10945.961914 +116 4800.915527 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ISS,Prophet,1.8373799324035645,"108 21830.468750 +109 22189.855469 +110 21832.353516 +111 23932.453125 +112 23932.453125 +113 23932.056641 +114 23932.453125 +115 24794.248047 +116 24358.570312 +117 24794.248047 +118 24794.248047 +119 23459.794922 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,1.4059169292449951,"107 2652.427734 +108 3039.158691 +109 12572.503906 +110 4587.201172 +111 8918.512695 +112 3228.765381 +113 5737.960938 +114 3729.145264 +115 4761.140625 +116 6310.193359 +117 4305.005859 +118 7934.444336 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,IRRF,Prophet,1.744192361831665,"108 69837.679688 +109 69837.679688 +110 69837.679688 +111 69837.679688 +112 69837.679688 +113 69837.679688 +114 69837.679688 +115 60735.570312 +116 52726.632812 +117 60735.570312 +118 69837.679688 +119 69837.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do FPM,SARIMAX,1.3823885917663574,"108 1.388616e+06 +109 1.893769e+06 +110 1.098551e+06 +111 1.199787e+06 +112 1.388616e+06 +113 1.374058e+06 +114 1.388616e+06 +115 1.098551e+06 +116 1.102078e+06 +117 1.030532e+06 +118 1.388616e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,HWES,1.0865566730499268,"108 530114.7500 +109 491809.9375 +110 524361.5000 +111 564395.8750 +112 552859.6250 +113 538588.2500 +114 532640.0625 +115 564395.8750 +116 564395.8750 +117 529555.7500 +118 532866.2500 +119 529555.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,MLP,1.6822876930236816,"108 189629.680515 +109 41558.682349 +110 60410.739250 +111 71738.122564 +112 77948.524441 +113 34588.302593 +114 30954.853968 +115 37605.086452 +116 24327.982142 +117 27453.140979 +118 9671.813472 +119 163678.768466 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ITR,XGBoost,1.5189111232757568,"85 708.469299 +86 1509.638184 +87 1519.795166 +88 538.081055 +89 116.586227 +90 538.093506 +91 115.301888 +92 6940.709473 +93 7579.742188 +94 5526.446777 +95 538.093506 +96 708.469299 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Transferencias LC 61_1989,AR,1.2146835327148438,"108 4762.194336 +109 4746.989258 +110 4802.909180 +111 4730.780762 +112 5037.862793 +113 5123.598633 +114 4648.075684 +115 4834.037598 +116 5059.194824 +117 4940.361816 +118 4838.028320 +119 4513.794922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,IPTU,HWES,2.0168228149414062,"103 5732.990723 +104 4595.879395 +105 4410.508301 +106 107771.625000 +107 129391.718750 +108 49279.355469 +109 49234.996094 +110 23800.462891 +111 10986.316406 +112 8207.441406 +113 7344.234863 +114 7308.775879 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ISS,SARIMAX,1.0671014785766602,"108 50633.347656 +109 38930.179688 +110 36843.691406 +111 50203.382812 +112 43633.519531 +113 36569.847656 +114 44118.703125 +115 50203.382812 +116 50203.382812 +117 49007.210938 +118 50203.382812 +119 43633.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ITBI,SES,1.1523241996765137,"108 4759.206543 +109 28701.568359 +110 27328.966797 +111 27442.759766 +112 25099.857422 +113 23789.439453 +114 30582.406250 +115 27719.699219 +116 33088.613281 +117 32690.699219 +118 15227.424805 +119 21721.107422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,IRRF,SARIMAX,0.9689054489135742,"108 105880.039062 +109 161357.234375 +110 161356.953125 +111 161355.656250 +112 161357.234375 +113 161357.234375 +114 161357.234375 +115 161357.234375 +116 161357.234375 +117 161357.234375 +118 161357.234375 +119 161357.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do FPM,SARIMAX,1.1385788917541504,"108 1315257.125 +109 1891750.750 +110 1077797.000 +111 1221078.500 +112 1411749.750 +113 1313271.750 +114 1498985.250 +115 1077797.000 +116 1077797.000 +117 970416.250 +118 1411749.750 +119 1891750.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,HWES,1.2600531578063965,"108 842849.8750 +109 832824.6875 +110 842907.8125 +111 851616.6875 +112 839265.6250 +113 842849.8750 +114 851616.6875 +115 839265.6250 +116 839265.6250 +117 839265.6250 +118 851616.6875 +119 839260.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,SARIMAX,1.0609142780303955,"100 150378.625000 +101 135676.625000 +102 95865.273438 +103 94937.460938 +104 150378.625000 +105 147778.906250 +106 74559.601562 +107 70976.656250 +108 71584.789062 +109 71433.796875 +110 82054.789062 +111 94937.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ITR,SARIMAX,1.6956126689910889,"93 10392.667969 +94 9684.820312 +95 10205.208008 +96 29366.234375 +97 10683.720703 +98 12486.201172 +99 12486.201172 +100 13684.955078 +101 29414.179688 +102 53923.847656 +103 12203.292969 +104 12203.292969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,IPTU,SES,1.591507911682129,"108 9233.559570 +109 14633.517578 +110 32582.310547 +111 35933.074219 +112 101432.429688 +113 28044.039062 +114 23238.693359 +115 22969.060547 +116 11062.208008 +117 12199.680664 +118 11613.416016 +119 19904.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ISS,Prophet,1.5503690242767334,"108 63924.746094 +109 63931.949219 +110 63714.070312 +111 63714.070312 +112 63770.164062 +113 63769.687500 +114 63548.773438 +115 73714.406250 +116 63770.167969 +117 63548.773438 +118 63770.167969 +119 73722.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ITBI,MLP,1.1428122520446777,"107 34209.867094 +108 34188.233094 +109 33402.506325 +110 36311.668911 +111 31581.304393 +112 35194.429503 +113 23185.742733 +114 28851.645233 +115 32392.991560 +116 32087.324789 +117 22214.352687 +118 30597.845720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,IRRF,SARIMAX,2.1627464294433594,"108 158503.671875 +109 159316.718750 +110 160203.343750 +111 160203.343750 +112 159839.484375 +113 152671.109375 +114 152671.109375 +115 152671.109375 +116 152671.109375 +117 152671.109375 +118 152671.109375 +119 239296.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do FPM,SARIMAX,0.9874014854431152,"108 1600140.375 +109 1893768.875 +110 1267685.625 +111 1625425.125 +112 1600140.375 +113 1608250.625 +114 1267685.625 +115 1893768.875 +116 1267685.625 +117 1143606.625 +118 1600140.375 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,HWES,0.8556804656982422,"108 584427.3125 +109 563230.6250 +110 575034.1250 +111 555771.6250 +112 720272.7500 +113 584093.9375 +114 554528.3125 +115 559434.0000 +116 559432.3750 +117 745654.6875 +118 605278.9375 +119 741642.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,XGBoost,1.8573954105377197,"106 308525.25000 +107 305816.46875 +108 305816.46875 +109 308525.25000 +110 308682.59375 +111 357175.03125 +112 305816.46875 +113 355976.31250 +114 357477.46875 +115 357439.15625 +116 357439.12500 +117 308525.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do ITR,XGBoost,2.0354714393615723,"93 9877.620117 +94 9722.403320 +95 9877.620117 +96 9685.052734 +97 9844.666016 +98 9912.335938 +99 34389.140625 +100 9875.979492 +101 132246.406250 +102 128964.117188 +103 9875.979492 +104 34385.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,IPTU,MLP,1.7063987255096436,"108 214376.988113 +109 199812.115249 +110 614881.686987 +111 122885.537941 +112 124334.539073 +113 86157.706159 +114 78067.386223 +115 83785.752522 +116 86774.441841 +117 81642.384401 +118 85988.778901 +119 97395.168277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ISS,SARIMAX,2.1815264225006104,"108 177805.187500 +109 177805.187500 +110 177855.578125 +111 177796.859375 +112 177855.578125 +113 177779.890625 +114 177796.859375 +115 177855.578125 +116 177855.578125 +117 177855.578125 +118 177855.578125 +119 177855.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ITBI,SARIMAX,1.0661430358886719,"108 39368.222656 +109 25487.548828 +110 23577.867188 +111 32165.634766 +112 20679.292969 +113 27811.468750 +114 21754.976562 +115 19497.210938 +116 29029.812500 +117 29491.294922 +118 25966.566406 +119 24357.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,IRRF,SARIMAX,1.4696428775787354,"108 155742.906250 +109 120531.515625 +110 120531.515625 +111 120531.515625 +112 120531.515625 +113 120531.445312 +114 120531.445312 +115 120531.445312 +116 120531.445312 +117 120531.515625 +118 120531.445312 +119 120531.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do FPM,SARIMAX,1.0026121139526367,"108 1.220448e+06 +109 1.312060e+06 +110 9.958426e+05 +111 1.200968e+06 +112 1.234899e+06 +113 1.268619e+06 +114 1.234901e+06 +115 9.958426e+05 +116 9.840346e+05 +117 1.012066e+06 +118 1.234899e+06 +119 1.234899e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,HWES,0.8822519779205322,"108 1.196920e+06 +109 1.022604e+06 +110 1.023532e+06 +111 1.155914e+06 +112 1.178506e+06 +113 1.201247e+06 +114 1.155930e+06 +115 1.178666e+06 +116 1.178666e+06 +117 1.176564e+06 +118 1.202401e+06 +119 1.176564e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,MLP,1.7229502201080322,"108 512226.345067 +109 156074.090234 +110 172035.933768 +111 288343.902302 +112 154460.769617 +113 92018.548211 +114 81716.951950 +115 53901.273384 +116 63944.721071 +117 49052.981675 +118 50123.546136 +119 543041.069774 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ITR,XGBoost,1.653449535369873,"93 41.436321 +94 -155.787918 +95 158.998337 +96 158.998337 +97 291.167053 +98 46.686100 +99 39.104904 +100 34.487255 +101 173.764481 +102 2056.556152 +103 14.976604 +104 -0.457785 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Transferencias LC 61_1989,SES,1.395606517791748,"108 10883.065430 +109 10717.064453 +110 10661.327148 +111 10964.341797 +112 10271.551758 +113 11342.375977 +114 10701.061523 +115 10683.057617 +116 11013.005859 +117 9245.843750 +118 10682.483398 +119 10699.176758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,IPTU,HWES,2.31427001953125,"107 24577.931641 +108 24602.900391 +109 38199.519531 +110 42343.750000 +111 42343.750000 +112 1598.976196 +113 42188.761719 +114 5655.396484 +115 7421.152832 +116 32323.095703 +117 32166.287109 +118 12415.897461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ISS,XGBoost,1.154325246810913,"108 217351.531250 +109 217351.531250 +110 98071.140625 +111 98066.046875 +112 98071.140625 +113 217351.531250 +114 98066.046875 +115 98071.140625 +116 97460.679688 +117 98075.578125 +118 98066.046875 +119 98075.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ITBI,MLP,1.9707562923431396,"99 74450.851409 +100 77820.504624 +101 79069.738640 +102 67830.552730 +103 51674.078260 +104 52380.884231 +105 53251.509418 +106 54275.755067 +107 55070.507452 +108 55814.158822 +109 54915.249152 +110 57165.086650 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,IRRF,SARIMAX,1.0978479385375977,"108 183346.968750 +109 138332.109375 +110 138332.109375 +111 150680.640625 +112 183346.968750 +113 183346.968750 +114 183346.968750 +115 183346.968750 +116 183346.968750 +117 183346.968750 +118 129215.906250 +119 183346.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do FPM,SARIMAX,1.4211680889129639,"108 1.351008e+06 +109 1.515969e+06 +110 1.058864e+06 +111 1.187772e+06 +112 1.375465e+06 +113 1.297574e+06 +114 1.375465e+06 +115 1.058898e+06 +116 1.058906e+06 +117 9.720143e+05 +118 1.375465e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,HWES,1.0321869850158691,"108 1820258.250 +109 1557771.875 +110 1740737.375 +111 1866103.500 +112 1841511.000 +113 1820258.250 +114 1866103.500 +115 1873202.250 +116 1851741.500 +117 1841511.000 +118 1820258.250 +119 1841511.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,MLP,1.6522154808044434,"108 357260.120846 +109 128052.726319 +110 152201.607127 +111 208727.876399 +112 204394.488201 +113 109945.308775 +114 189374.849591 +115 180656.224897 +116 102337.613053 +117 106121.126151 +118 111617.192741 +119 280346.722383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do ITR,HWES,3.099716901779175,"106 2.026748e+05 +107 9.363888e+04 +108 9.363888e+04 +109 9.750304e+05 +110 9.745496e+05 +111 9.747544e+05 +112 9.747544e+05 +113 9.739785e+05 +114 9.748562e+05 +115 1.244467e+06 +116 9.746925e+05 +117 9.746925e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Transferencias LC 61_1989,XGBoost,0.9717681407928467,"98 15795.580078 +99 13891.975586 +100 16489.585938 +101 18867.982422 +102 16178.337891 +103 16163.239258 +104 15800.101562 +105 16083.096680 +106 16086.528320 +107 16379.039062 +108 16562.597656 +109 16467.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,XGBoost,1.2091457843780518,"75 17232.041016 +76 20314.130859 +77 19641.734375 +78 14786.925781 +79 14797.787109 +80 14792.032227 +81 14792.036133 +82 14778.780273 +83 19552.253906 +84 14056.348633 +85 13183.809570 +86 14789.598633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,XGBoost,1.2875299453735352,"96 14402.187500 +97 25521.628906 +98 26643.548828 +99 26205.695312 +100 22902.470703 +101 13804.265625 +102 22574.708984 +103 25241.320312 +104 13823.701172 +105 13806.447266 +106 13806.447266 +107 26191.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,AR,1.2938518524169922,"84 4497.931641 +85 5956.055664 +86 2121.463867 +87 5956.051270 +88 6007.397461 +89 2074.798340 +90 2354.780518 +91 5251.532715 +92 3925.482910 +93 3973.178223 +94 5844.254395 +95 6515.457520 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,IRRF,MLP,1.357743263244629,"94 22190.521813 +95 22319.116267 +96 21061.151207 +97 20364.486937 +98 20098.711695 +99 19084.933446 +100 17365.648874 +101 16117.898629 +102 14704.261201 +103 14037.221377 +104 11205.672114 +105 5196.447991 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do FPM,XGBoost,1.2336175441741943,"96 1601546.25 +97 1811506.75 +98 1472299.75 +99 1601546.25 +100 1804259.25 +101 1601546.25 +102 1811506.75 +103 1601546.25 +104 1558549.25 +105 1360735.25 +106 1811501.25 +107 1811506.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,MLP,1.2204289436340332,"96 426409.921840 +97 418881.605520 +98 412706.702780 +99 413698.606751 +100 399985.643781 +101 404333.306304 +102 401884.127035 +103 397656.463013 +104 397405.602972 +105 396735.125810 +106 396804.146893 +107 386403.806496 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,AR,1.335465431213379,"96 100910.320312 +97 40873.597656 +98 81717.929688 +99 60845.867188 +100 40879.656250 +101 27229.208984 +102 20231.492188 +103 24556.292969 +104 21190.478516 +105 20669.132812 +106 20308.220703 +107 100910.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ITR,XGBoost,1.4206957817077637,"72 183.334946 +73 816.978760 +74 1214.522095 +75 1513.248169 +76 3903.018555 +77 3902.753418 +78 3901.741211 +79 3901.708740 +80 3902.277588 +81 3902.312500 +82 3902.654053 +83 3901.708740 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Transferencias LC 61_1989,AR,1.275115728378296,"96 4427.366211 +97 5022.875977 +98 4829.890625 +99 4429.429688 +100 4367.916992 +101 4367.924805 +102 4370.057617 +103 4367.924805 +104 4346.727051 +105 4392.605469 +106 4367.924805 +107 4370.059570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,XGBoost,1.442528247833252,"99 15349.592773 +100 15310.668945 +101 15310.668945 +102 27258.037109 +103 15360.793945 +104 22603.853516 +105 79811.968750 +106 27082.271484 +107 25924.884766 +108 25924.884766 +109 25924.884766 +110 25924.884766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ISS,MLP,1.4450173377990723,"108 56973.008526 +109 62366.115217 +110 64610.271802 +111 65849.238369 +112 -42452.882791 +113 31028.149572 +114 30853.884405 +115 25759.700782 +116 23360.839264 +117 27655.189973 +118 23751.470511 +119 23506.672841 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,MLP,1.4671604633331299,"105 97002.990383 +106 100998.319663 +107 88862.941141 +108 104266.922023 +109 101632.159421 +110 87951.641049 +111 106537.196316 +112 108566.121452 +113 117084.608408 +114 115457.590096 +115 5133.627825 +116 84735.354657 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,IRRF,SARIMAX,1.4007220268249512,"98 61975.585938 +99 61826.039062 +100 62001.406250 +101 125415.539062 +102 61826.039062 +103 66745.195312 +104 60238.859375 +105 125415.539062 +106 125415.539062 +107 66745.195312 +108 125415.539062 +109 125415.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do FPM,SARIMAX,1.3760650157928467,"108 1332134.000 +109 1893768.625 +110 1054418.250 +111 1193291.500 +112 1332134.000 +113 1297078.625 +114 1332134.000 +115 1054418.250 +116 1054418.250 +117 978495.875 +118 1332134.000 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,HWES,1.2360560894012451,"108 1102771.625 +109 900153.375 +110 902788.000 +111 1069243.250 +112 1075923.125 +113 1102771.625 +114 1069243.250 +115 1069243.750 +116 1069243.750 +117 1075923.125 +118 1102771.625 +119 1075923.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,SARIMAX,1.7212517261505127,"108 56388.355469 +109 50372.121094 +110 84389.726562 +111 74402.687500 +112 77455.757812 +113 42466.437500 +114 42092.429688 +115 20628.281250 +116 20434.703125 +117 18023.843750 +118 17049.224609 +119 66740.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ITR,XGBoost,1.8709795475006104,"99 78019.062500 +100 85639.601562 +101 78019.062500 +102 75171.132812 +103 72434.187500 +104 76375.093750 +105 -177720.812500 +106 76643.234375 +107 388080.718750 +108 387273.093750 +109 85639.601562 +110 74926.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Transferencias LC 61_1989,AR,1.8393499851226807,"108 8296.840820 +109 8101.289062 +110 8579.187500 +111 9367.020508 +112 9541.250000 +113 10726.068359 +114 11406.213867 +115 9328.263672 +116 10125.564453 +117 10336.887695 +118 10120.536133 +119 10885.852539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,IPTU,AR,2.121239185333252,"108 25607.931641 +109 25660.748047 +110 186077.640625 +111 154503.234375 +112 115876.953125 +113 73169.414062 +114 31235.513672 +115 25660.748047 +116 25360.482422 +117 33228.460938 +118 33228.460938 +119 31235.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ISS,SARIMAX,1.0921199321746826,"108 45961.191406 +109 77057.132812 +110 46193.992188 +111 74875.648438 +112 77057.132812 +113 76300.000000 +114 74875.648438 +115 77057.132812 +116 74875.648438 +117 77602.898438 +118 77602.898438 +119 77057.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ITBI,SARIMAX,1.362851619720459,"105 7661.090820 +106 4704.847656 +107 26511.183594 +108 3925.344482 +109 6286.245117 +110 15038.440430 +111 14987.380859 +112 14598.744141 +113 20755.341797 +114 20431.951172 +115 44508.746094 +116 6157.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,IRRF,Prophet,1.0153777599334717,"108 101541.164062 +109 108221.554688 +110 140413.109375 +111 140413.109375 +112 140413.109375 +113 108210.671875 +114 108210.671875 +115 108210.671875 +116 140413.109375 +117 140413.109375 +118 140413.109375 +119 140413.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do FPM,SARIMAX,0.976769208908081,"108 1.323954e+06 +109 1.893768e+06 +110 1.062752e+06 +111 1.148853e+06 +112 1.327608e+06 +113 1.264470e+06 +114 1.327608e+06 +115 1.062752e+06 +116 1.061524e+06 +117 9.734773e+05 +118 1.327608e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,MLP,0.9602675437927246,"108 481086.842856 +109 488915.190389 +110 491582.531401 +111 485941.841229 +112 476857.350702 +113 481734.943220 +114 478794.409675 +115 473997.078098 +116 470652.005444 +117 468232.530000 +118 458373.467925 +119 445685.724205 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,XGBoost,1.5080046653747559,"108 95533.843750 +109 79020.609375 +110 64686.265625 +111 95636.703125 +112 66307.039062 +113 48519.183594 +114 21642.156250 +115 12242.224609 +116 10501.702148 +117 10357.806641 +118 8297.774414 +119 87549.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do ITR,XGBoost,1.711359977722168,"95 1295.497803 +96 4362.216797 +97 2145.289795 +98 2145.289795 +99 2590.830322 +100 1939.882568 +101 2133.796143 +102 2143.228271 +103 1488.740479 +104 6418.633301 +105 4687.587402 +106 74.872307 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Transferencias LC 61_1989,XGBoost,1.0899453163146973,"48 5697.500977 +49 5177.534180 +50 5536.208984 +51 5595.447754 +52 5536.208984 +53 5544.107422 +54 5543.946289 +55 5536.041016 +56 5595.131836 +57 5422.116699 +58 5544.107422 +59 5697.401367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,IPTU,HWES,2.566124439239502,"95 5.293317e+05 +96 1.224204e+06 +97 1.072374e+06 +98 4.006475e+06 +99 1.224204e+06 +100 3.728453e+05 +101 3.728678e+05 +102 1.224204e+06 +103 4.909791e+05 +104 1.224204e+06 +105 4.351938e+05 +106 4.354714e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ISS,SARIMAX,1.2636218070983887,"96 845516.1250 +97 845516.1250 +98 845516.1250 +99 848992.3125 +100 845516.1250 +101 848992.3125 +102 848992.3125 +103 848992.3125 +104 845394.7500 +105 848992.3125 +106 848992.3125 +107 848992.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ITBI,XGBoost,0.9105141162872314,"96 423849.25000 +97 405637.56250 +98 412033.71875 +99 413715.18750 +100 394308.84375 +101 374362.71875 +102 383611.37500 +103 393898.65625 +104 392627.37500 +105 371505.09375 +106 422464.59375 +107 374362.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,IRRF,XGBoost,1.2545678615570068,"96 228499.890625 +97 241774.171875 +98 274635.937500 +99 274635.937500 +100 274174.125000 +101 274174.125000 +102 274174.125000 +103 286243.656250 +104 288980.000000 +105 274635.937500 +106 274174.125000 +107 274174.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do FPM,SARIMAX,1.8789875507354736,"96 2916111.75 +97 3136241.00 +98 2206256.75 +99 2451070.75 +100 3054468.50 +101 2782392.25 +102 3054468.50 +103 2228858.25 +104 2228858.25 +105 2120437.00 +106 3136241.00 +107 3136241.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,HWES,1.043454885482788,"96 2726494.25 +97 2700422.25 +98 2728374.50 +99 2737726.25 +100 2748023.50 +101 2735076.00 +102 2731005.75 +103 2736978.25 +104 2736978.25 +105 2731005.75 +106 2748082.25 +107 2738922.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,AR,1.5169737339019775,"96 1.266880e+06 +97 4.574415e+05 +98 6.307778e+05 +99 1.226340e+06 +100 5.502782e+05 +101 2.337047e+05 +102 2.337047e+05 +103 1.195802e+05 +104 1.052097e+05 +105 7.328979e+04 +106 5.345301e+04 +107 1.008350e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ITR,AR,1.2925300598144531,"96 3965.865479 +97 2261.925537 +98 1795.099487 +99 1697.713257 +100 1904.713379 +101 1904.837158 +102 1904.713379 +103 2215.600342 +104 29957.607422 +105 51187.671875 +106 2180.633789 +107 2101.044434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Transferencias LC 61_1989,XGBoost,1.684417486190796,"96 17017.056641 +97 16880.761719 +98 17377.033203 +99 17744.525391 +100 17780.226562 +101 17702.248047 +102 18058.689453 +103 17208.894531 +104 16690.285156 +105 16343.087891 +106 17692.900391 +107 18211.376953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,IPTU,XGBoost,1.3178093433380127,"102 3517.337158 +103 4443.488281 +104 2513.936523 +105 5999.986328 +106 51267.437500 +107 37128.117188 +108 18053.492188 +109 16759.957031 +110 15231.629883 +111 16154.464844 +112 19941.242188 +113 19935.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ISS,XGBoost,1.4431402683258057,"108 17345.554688 +109 16883.517578 +110 17461.943359 +111 17348.570312 +112 17501.992188 +113 17417.455078 +114 17418.144531 +115 17448.355469 +116 17417.455078 +117 17501.992188 +118 14656.923828 +119 16230.477539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ITBI,HWES,1.4934980869293213,"108 11744.271484 +109 11953.464844 +110 16279.799805 +111 11485.096680 +112 35922.355469 +113 13209.981445 +114 12961.959961 +115 39662.082031 +116 13619.468750 +117 14334.263672 +118 14016.256836 +119 14683.379883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,IRRF,XGBoost,1.0956275463104248,"108 92798.820312 +109 92798.312500 +110 102824.625000 +111 121597.835938 +112 92798.820312 +113 121597.835938 +114 121597.835938 +115 103161.171875 +116 121597.835938 +117 121597.835938 +118 102824.625000 +119 121597.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do FPM,SARIMAX,1.062237024307251,"108 1337406.000 +109 1893854.625 +110 1095334.250 +111 1206212.875 +112 1345916.125 +113 1337041.250 +114 1345916.125 +115 1095334.250 +116 1095334.250 +117 1059701.625 +118 1345916.125 +119 1893854.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,HWES,1.1717064380645752,"108 6.107804e+05 +109 5.724094e+05 +110 6.190793e+05 +111 6.930454e+05 +112 7.360301e+05 +113 6.634100e+05 +114 9.929862e+05 +115 1.000663e+06 +116 1.000663e+06 +117 9.998374e+05 +118 9.984043e+05 +119 9.998376e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,XGBoost,1.763730764389038,"108 12088.583008 +109 29332.722656 +110 37003.878906 +111 26258.554688 +112 37712.867188 +113 42199.578125 +114 37712.867188 +115 27758.857422 +116 18632.648438 +117 18339.076172 +118 23458.980469 +119 22323.943359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do ITR,XGBoost,1.5207233428955078,"94 56.664165 +95 36.001640 +96 38.509346 +97 48.056137 +98 76.515732 +99 60.586811 +100 50.205177 +101 76.515732 +102 114.880051 +103 42.400700 +104 24.596632 +105 23.888046 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Transferencias LC 61_1989,AR,1.053966999053955,"48 6233.180176 +49 5663.165039 +50 5824.157227 +51 5923.934082 +52 5603.178711 +53 5935.399414 +54 5844.358398 +55 5596.108398 +56 5923.936035 +57 6046.463379 +58 5824.157227 +59 5843.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,IPTU,SES,2.1314470767974854,"105 1.902671e+05 +106 1.902671e+05 +107 1.905742e+05 +108 1.723756e+05 +109 1.117076e+05 +110 3.035520e+05 +111 1.027171e+05 +112 8.372355e+04 +113 1.348316e+06 +114 1.245099e+05 +115 6.982071e+04 +116 1.582537e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ISS,SARIMAX,1.3458328247070312,"108 376304.78125 +109 376304.78125 +110 376304.78125 +111 376366.84375 +112 376304.78125 +113 402966.28125 +114 402966.28125 +115 376366.84375 +116 402966.28125 +117 465211.71875 +118 376304.78125 +119 402966.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ITBI,HWES,1.0188639163970947,"108 70009.320312 +109 66638.632812 +110 92292.367188 +111 77976.687500 +112 88624.585938 +113 92847.125000 +114 89423.718750 +115 94073.789062 +116 96693.835938 +117 103125.960938 +118 96552.570312 +119 101706.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,IRRF,XGBoost,0.9794676303863525,"108 229732.93750 +109 292322.56250 +110 292322.56250 +111 292322.56250 +112 292322.56250 +113 292322.56250 +114 292322.56250 +115 292322.56250 +116 292322.56250 +117 292322.56250 +118 232219.71875 +119 292322.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do FPM,SARIMAX,1.7356441020965576,"108 2064366.625 +109 3156367.750 +110 1688490.500 +111 1877486.250 +112 2064464.750 +113 2052467.750 +114 2064464.750 +115 1688490.500 +116 1688490.500 +117 1543844.000 +118 2064464.750 +119 3156367.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,XGBoost,1.022430419921875,"108 2213273.50 +109 2209321.25 +110 2209321.25 +111 2321395.50 +112 2326985.50 +113 2223642.50 +114 2321395.50 +115 2326985.50 +116 2326985.50 +117 2326985.50 +118 2212998.00 +119 2326985.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,MLP,1.6766064167022705,"108 1.051188e+06 +109 2.955310e+05 +110 4.794110e+05 +111 7.211856e+05 +112 4.906107e+05 +113 2.365453e+05 +114 1.772120e+05 +115 1.159410e+05 +116 9.643393e+04 +117 9.616739e+04 +118 7.785061e+04 +119 1.009929e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ITR,XGBoost,2.318000316619873,"106 156.344543 +107 159.791763 +108 130.040054 +109 94.798424 +110 401.809143 +111 278.309479 +112 401.809143 +113 98.668411 +114 2980.929199 +115 1566.645752 +116 -13.864656 +117 -25.919739 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Transferencias LC 61_1989,XGBoost,1.4329745769500732,"96 18332.640625 +97 16477.171875 +98 18635.287109 +99 23020.277344 +100 19782.179688 +101 22984.744141 +102 22828.367188 +103 74913.085938 +104 74911.195312 +105 74935.312500 +106 75010.632812 +107 74942.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,IPTU,HWES,1.0100376605987549,"108 5666.666504 +109 54584.593750 +110 54535.429688 +111 66042.234375 +112 15236.110352 +113 14755.708984 +114 14322.389648 +115 9326.512695 +116 3948.180664 +117 11338.375977 +118 11370.729492 +119 4931.288086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ISS,XGBoost,1.6573011875152588,"108 23596.216797 +109 32255.628906 +110 33652.800781 +111 33064.109375 +112 23481.017578 +113 23377.640625 +114 33484.773438 +115 32554.771484 +116 22450.162109 +117 23105.189453 +118 33288.195312 +119 20545.271484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ITBI,XGBoost,1.5634758472442627,"106 19646.539062 +107 20039.162109 +108 19511.589844 +109 20039.685547 +110 18635.103516 +111 54833.148438 +112 18834.138672 +113 18635.185547 +114 20094.142578 +115 49650.558594 +116 51636.863281 +117 42117.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,IRRF,SARIMAX,1.4435451030731201,"108 130258.078125 +109 96390.648438 +110 96390.648438 +111 130258.078125 +112 96390.648438 +113 96390.648438 +114 130258.078125 +115 96390.648438 +116 130258.078125 +117 130258.078125 +118 96390.648438 +119 130258.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do FPM,SARIMAX,1.611832618713379,"107 1333888.500 +108 1893768.375 +109 1082293.875 +110 1212294.375 +111 1336300.500 +112 1316412.125 +113 1336300.500 +114 1082293.875 +115 1070997.375 +116 998518.750 +117 1336300.500 +118 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,HWES,1.2936089038848877,"108 517664.43750 +109 481851.03125 +110 491964.56250 +111 545168.56250 +112 541006.75000 +113 510759.43750 +114 545168.56250 +115 540881.87500 +116 540250.50000 +117 541006.75000 +118 511179.56250 +119 514392.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,XGBoost,1.7029333114624023,"107 58819.121094 +108 45730.738281 +109 38139.968750 +110 62801.175781 +111 51470.160156 +112 21627.599609 +113 23199.003906 +114 7522.346191 +115 7531.539551 +116 7531.747559 +117 5572.143066 +118 35500.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ITR,XGBoost,1.3124301433563232,"99 1280.687256 +100 -78.733650 +101 566.512085 +102 402.625854 +103 -650.943420 +104 457.225403 +105 157.842743 +106 379.461670 +107 547.033569 +108 4818.384766 +109 -541.954590 +110 -554.569763 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Transferencias LC 61_1989,MLP,1.746265172958374,"84 1568.413421 +85 1780.163875 +86 1609.089038 +87 1406.815046 +88 1322.560458 +89 1111.825422 +90 927.428156 +91 873.336379 +92 689.997742 +93 90.428727 +94 277.229086 +95 -70.616936 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,IPTU,HWES,1.687429666519165,"107 2.342496e+05 +108 1.643418e+06 +109 2.049928e+05 +110 2.269513e+05 +111 1.732061e+05 +112 1.815223e+05 +113 1.815223e+05 +114 2.288110e+05 +115 1.846187e+05 +116 2.334726e+05 +117 1.910897e+05 +118 2.330279e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ISS,SARIMAX,1.0862221717834473,"108 348724.84375 +109 337390.28125 +110 337151.78125 +111 366037.28125 +112 337390.28125 +113 390392.71875 +114 390392.71875 +115 337390.28125 +116 337579.31250 +117 390392.71875 +118 337390.28125 +119 337686.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ITBI,XGBoost,1.6905713081359863,"108 97501.148438 +109 94574.945312 +110 104552.117188 +111 130009.453125 +112 118413.585938 +113 68591.609375 +114 96493.257812 +115 127094.929688 +116 130987.632812 +117 285652.125000 +118 144837.890625 +119 228158.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,IRRF,SARIMAX,1.4271807670593262,"108 325784.00000 +109 470804.87500 +110 467611.43750 +111 604058.56250 +112 321859.28125 +113 516114.18750 +114 565931.00000 +115 470804.87500 +116 470804.87500 +117 467611.43750 +118 470804.87500 +119 932256.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do FPM,SARIMAX,1.228597640991211,"108 3973970.75 +109 5681305.00 +110 2427437.75 +111 3973970.75 +112 4147762.25 +113 4093236.25 +114 5681305.00 +115 3960576.50 +116 4720383.00 +117 2297710.50 +118 4147762.25 +119 5681305.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,HWES,0.8949418067932129,"108 2621405.00 +109 2516888.75 +110 2478913.75 +111 2590769.75 +112 2866196.50 +113 2578918.75 +114 2679532.00 +115 2663035.25 +116 2667572.75 +117 3043491.75 +118 3026997.75 +119 2655517.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,MLP,1.5085108280181885,"108 8.172546e+05 +109 3.710477e+05 +110 4.493717e+05 +111 9.820248e+05 +112 6.937045e+05 +113 3.647638e+05 +114 2.990794e+05 +115 2.223614e+05 +116 1.645105e+05 +117 1.444602e+05 +118 1.095881e+05 +119 1.005357e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ITR,XGBoost,1.6123547554016113,"36 18860.244141 +37 18860.257812 +38 49280.476562 +39 49280.476562 +40 18865.816406 +41 18865.816406 +42 18860.244141 +43 18865.816406 +44 35049.875000 +45 56617.843750 +46 18860.244141 +47 18860.244141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,IPTU,MLP,3.163517951965332,"96 373880.987481 +97 582849.412146 +98 212198.068916 +99 128386.505195 +100 164516.699676 +101 162280.447743 +102 120010.217022 +103 152175.297309 +104 150028.645366 +105 125516.698217 +106 133162.044251 +107 464857.266241 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ISS,SARIMAX,1.2737810611724854,"96 660739.5625 +97 632383.9375 +98 632383.5625 +99 660602.1875 +100 658981.5000 +101 660739.5625 +102 660602.1875 +103 660739.5625 +104 662105.8750 +105 662105.8750 +106 660602.1875 +107 661546.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ITBI,SARIMAX,1.3196156024932861,"94 66291.398438 +95 137597.375000 +96 133667.734375 +97 116113.437500 +98 203332.218750 +99 155114.937500 +100 159925.703125 +101 127858.562500 +102 129841.875000 +103 129858.757812 +104 129858.757812 +105 129602.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,IRRF,MLP,1.8338987827301025,"96 344490.432819 +97 362669.499608 +98 373177.787810 +99 399686.159411 +100 459524.404041 +101 488274.756019 +102 619420.371186 +103 575217.226372 +104 584870.559701 +105 545150.775032 +106 569965.210117 +107 733192.747921 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do FPM,XGBoost,1.0580852031707764,"96 3968097.75 +97 4513787.50 +98 4035686.50 +99 2240250.50 +100 4513787.50 +101 3968097.75 +102 4035686.50 +103 3968097.75 +104 4035686.50 +105 4035686.50 +106 2286140.25 +107 4513787.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,SES,1.2028553485870361,"96 1167196.875 +97 1418175.375 +98 1455736.000 +99 1434730.125 +100 1490551.625 +101 1389137.875 +102 1534529.750 +103 1418175.375 +104 1434584.500 +105 1434585.000 +106 1389138.125 +107 1534529.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,MLP,1.5293428897857666,"94 580865.576439 +95 556959.584082 +96 347347.681499 +97 416506.911905 +98 607265.329686 +99 798271.078291 +100 348954.634917 +101 368714.553652 +102 336545.341705 +103 328186.256845 +104 357889.427767 +105 754116.061166 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ITR,MLP,2.5234055519104004,"91 50806.706027 +92 32370.096496 +93 39883.706732 +94 38314.944026 +95 39831.250802 +96 43245.344371 +97 45667.358791 +98 55813.309560 +99 64639.090841 +100 246219.056205 +101 59473.893943 +102 74241.079893 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Transferencias LC 61_1989,XGBoost,1.6567013263702393,"62 13232.666016 +63 13952.769531 +64 15401.177734 +65 15400.412109 +66 13960.468750 +67 15503.403320 +68 13961.989258 +69 15041.296875 +70 15548.161133 +71 17004.277344 +72 15214.223633 +73 17237.318359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,IPTU,XGBoost,1.1097617149353027,"79 8739.283203 +80 10884.206055 +81 12654.517578 +82 5097.863281 +83 5289.375000 +84 4804.735840 +85 74110.007812 +86 185011.562500 +87 3210.535889 +88 4524.091309 +89 9141.226562 +90 5935.850586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ISS,Prophet,1.00248384475708,"108 35784.308594 +109 35715.343750 +110 35594.875000 +111 35603.429688 +112 35603.429688 +113 35724.250000 +114 35603.781250 +115 35603.429688 +116 35615.511719 +117 35793.222656 +118 35603.781250 +119 35724.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ITBI,XGBoost,0.9828798770904541,"105 15898.400391 +106 17022.316406 +107 63391.875000 +108 21193.595703 +109 19126.152344 +110 22837.691406 +111 24664.242188 +112 27195.562500 +113 63001.222656 +114 21467.576172 +115 30869.130859 +116 63357.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,IRRF,SARIMAX,1.1775329113006592,"98 45261.597656 +99 45325.843750 +100 45325.843750 +101 45325.843750 +102 45325.843750 +103 45325.843750 +104 45325.843750 +105 45325.843750 +106 45325.843750 +107 45325.843750 +108 45325.843750 +109 71652.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do FPM,SARIMAX,1.3005914688110352,"108 1324459.000 +109 1893770.625 +110 1063747.500 +111 1197710.500 +112 1324531.250 +113 1312717.750 +114 1324531.250 +115 1063747.500 +116 1063747.500 +117 1009101.125 +118 1324531.250 +119 1893770.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,HWES,1.3191258907318115,"108 747501.5000 +109 655863.5000 +110 744243.5000 +111 760602.6875 +112 758479.6250 +113 752588.8750 +114 760602.6875 +115 760602.6875 +116 758479.6250 +117 758479.6250 +118 753293.8125 +119 758479.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,MLP,1.5558404922485352,"107 199315.117050 +108 52321.449435 +109 78469.062151 +110 117491.135985 +111 74126.843242 +112 28912.245346 +113 27579.978986 +114 31211.489214 +115 22967.170952 +116 26402.409930 +117 26666.112720 +118 128892.143308 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ITR,XGBoost,1.648141860961914,"99 1487.361938 +100 1175.664551 +101 2407.482910 +102 1172.618286 +103 2228.569580 +104 2224.868164 +105 2944.510986 +106 1175.664551 +107 3231.778809 +108 6504.424805 +109 2224.873291 +110 1167.399292 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Transferencias LC 61_1989,XGBoost,1.3599600791931152,"60 4855.629883 +61 5181.000000 +62 4925.466797 +63 4855.629883 +64 4720.286133 +65 4719.878418 +66 4595.999023 +67 4719.878418 +68 4901.651367 +69 4855.630859 +70 4719.878418 +71 4443.657227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,IPTU,HWES,1.7534534931182861,"108 1.139063e+06 +109 8.313999e+05 +110 4.020734e+06 +111 8.146660e+05 +112 8.198804e+05 +113 8.205289e+05 +114 8.228659e+05 +115 8.244593e+05 +116 8.199093e+05 +117 1.013947e+06 +118 1.912103e+06 +119 1.082000e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ISS,MLP,0.922111988067627,"108 1.292391e+07 +109 1.221180e+07 +110 1.254917e+07 +111 1.265544e+07 +112 1.258445e+07 +113 1.261317e+07 +114 1.260695e+07 +115 1.257983e+07 +116 1.280597e+07 +117 1.267174e+07 +118 1.298073e+07 +119 1.275064e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ITBI,XGBoost,1.4618937969207764,"108 8.401852e+05 +109 9.132364e+05 +110 1.732421e+06 +111 1.010485e+06 +112 1.139310e+06 +113 9.370676e+05 +114 1.154759e+06 +115 1.144043e+06 +116 1.335568e+06 +117 1.231109e+06 +118 1.280453e+06 +119 1.456172e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,IRRF,SARIMAX,1.637542724609375,"108 5678062.0 +109 5678062.0 +110 5678062.0 +111 5683418.0 +112 5683418.0 +113 5683418.0 +114 7324664.0 +115 7310108.0 +116 7324664.0 +117 7310389.0 +118 7310108.0 +119 7336912.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do FPM,SARIMAX,1.16774582862854,"108 11720450.0 +109 16457502.0 +110 9613317.0 +111 9787180.0 +112 11720450.0 +113 8890070.0 +114 16457502.0 +115 9613317.0 +116 10494397.0 +117 9613317.0 +118 11720450.0 +119 16457502.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,HWES,0.937774658203125,"108 19943866.0 +109 16021737.0 +110 16743995.0 +111 19146876.0 +112 19712128.0 +113 19377724.0 +114 19204282.0 +115 20261834.0 +116 20174154.0 +117 19904606.0 +118 20375092.0 +119 19904606.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,MLP,1.6330583095550537,"108 7.318629e+06 +109 3.332392e+06 +110 3.843802e+06 +111 4.998250e+06 +112 5.898287e+06 +113 3.034277e+06 +114 2.549922e+06 +115 1.837202e+06 +116 1.161278e+06 +117 1.086083e+06 +118 9.910706e+05 +119 5.730640e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ITR,XGBoost,1.8056609630584717,"108 63534.445312 +109 5308.640137 +110 5308.640137 +111 6425.415527 +112 5407.275879 +113 6332.615723 +114 5341.744141 +115 6691.744141 +116 102897.632812 +117 479745.812500 +118 55751.070312 +119 64862.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Transferencias LC 61_1989,MLP,1.1390511989593506,"108 154731.290449 +109 167310.345032 +110 165928.121773 +111 163633.666005 +112 165973.133043 +113 163892.838347 +114 163072.853960 +115 167383.486838 +116 167214.507496 +117 151937.225289 +118 166166.346472 +119 160932.436599 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,IPTU,HWES,1.3594398498535156,"108 11664.888672 +109 23806.603516 +110 120778.117188 +111 110518.914062 +112 24227.662109 +113 7453.121582 +114 15751.834961 +115 20659.683594 +116 8365.599609 +117 15751.834961 +118 26100.037109 +119 15637.569336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ISS,SARIMAX,1.5130393505096436,"108 45054.292969 +109 42146.667969 +110 44667.230469 +111 47756.382812 +112 44599.902344 +113 44599.902344 +114 44599.902344 +115 47756.382812 +116 46921.351562 +117 47756.382812 +118 46915.765625 +119 46921.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ITBI,XGBoost,1.4404699802398682,"108 26509.878906 +109 39022.410156 +110 21418.105469 +111 25148.755859 +112 23921.386719 +113 21418.083984 +114 19574.078125 +115 33192.851562 +116 38125.332031 +117 17639.966797 +118 28692.333984 +119 23093.837891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,IRRF,XGBoost,1.571997880935669,"108 136111.546875 +109 136162.265625 +110 135858.671875 +111 136096.859375 +112 136058.968750 +113 136058.968750 +114 136162.265625 +115 136102.265625 +116 136069.515625 +117 136057.484375 +118 136057.484375 +119 136102.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do FPM,SARIMAX,1.6776707172393799,"108 1339297.500 +109 1891117.625 +110 1092683.875 +111 1221348.625 +112 1367862.375 +113 1326172.750 +114 1368877.000 +115 1092683.875 +116 1092683.875 +117 994307.500 +118 1367862.375 +119 1891117.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,HWES,0.9382727146148682,"108 894895.4375 +109 779147.3750 +110 774874.8750 +111 903792.5000 +112 876235.3750 +113 898892.5625 +114 903792.5000 +115 920742.7500 +116 916150.8750 +117 876235.3750 +118 894895.4375 +119 876235.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,MLP,4.218078374862671,"108 299267.720961 +109 60102.969403 +110 91214.376206 +111 124786.797036 +112 107426.751053 +113 59472.428955 +114 57855.459240 +115 32787.361360 +116 30517.913180 +117 26048.026673 +118 29788.633539 +119 274528.407114 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ITR,HWES,1.3479769229888916,"79 32.720478 +80 369.656555 +81 290.248474 +82 32.720478 +83 71.637047 +84 71.637047 +85 282.889893 +86 657.739929 +87 6633.273438 +88 6633.287109 +89 31.021751 +90 199.843582 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Transferencias LC 61_1989,XGBoost,1.2892234325408936,"108 8223.400391 +109 7224.522461 +110 7859.400391 +111 9118.181641 +112 8260.329102 +113 8743.465820 +114 8771.100586 +115 7841.936523 +116 8226.908203 +117 7335.631348 +118 8252.367188 +119 7385.146973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,MLP,1.5081677436828613,"108 1.240810e+06 +109 1.952615e+06 +110 1.974134e+06 +111 9.460629e+05 +112 9.581066e+05 +113 8.905856e+05 +114 8.755265e+05 +115 9.464819e+05 +116 9.096152e+05 +117 9.092194e+05 +118 9.502010e+05 +119 1.003315e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,XGBoost,1.020655632019043,"108 1167710.25 +109 1138215.25 +110 1140221.50 +111 1070427.50 +112 1138215.25 +113 1138215.25 +114 1133235.50 +115 1139501.75 +116 1139501.75 +117 1147325.50 +118 1139501.75 +119 1139501.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,SARIMAX,1.1605257987976074,"108 537885.93750 +109 466681.93750 +110 900796.68750 +111 268166.21875 +112 905976.68750 +113 268150.96875 +114 392995.43750 +115 363443.53125 +116 402262.68750 +117 268090.31250 +118 348366.31250 +119 467597.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,IRRF,MLP,1.926194190979004,"108 1.291587e+06 +109 1.304191e+06 +110 1.389572e+06 +111 1.414617e+06 +112 1.457057e+06 +113 1.492610e+06 +114 1.523567e+06 +115 1.562259e+06 +116 1.606970e+06 +117 1.653142e+06 +118 1.746059e+06 +119 1.797747e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do FPM,MLP,1.8902854919433594,"108 3.495254e+06 +109 1.061745e+07 +110 5.366136e+06 +111 5.958764e+06 +112 6.487908e+06 +113 6.174240e+06 +114 7.361972e+06 +115 5.520399e+06 +116 5.623423e+06 +117 5.356075e+06 +118 6.504157e+06 +119 9.452185e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,HWES,0.932917594909668,"108 6541731.5 +109 5562466.0 +110 5722793.0 +111 6564178.0 +112 6621514.0 +113 6496305.0 +114 6564178.0 +115 6617273.0 +116 6617273.0 +117 6332777.0 +118 6518599.0 +119 6332777.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,MLP,1.9346537590026855,"108 3.769378e+06 +109 1.643049e+06 +110 1.963830e+06 +111 2.763553e+06 +112 2.577223e+06 +113 1.547913e+06 +114 1.208460e+06 +115 8.192970e+05 +116 5.888785e+05 +117 5.445755e+05 +118 4.888337e+05 +119 2.581738e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ITR,MLP,2.8964602947235107,"108 7.904675e+05 +109 7.997552e+04 +110 4.882068e+04 +111 1.007383e+05 +112 3.013749e+04 +113 3.484928e+04 +114 3.759625e+04 +115 4.777365e+04 +116 4.926360e+05 +117 3.844235e+06 +118 1.143135e+06 +119 1.159422e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Transferencias LC 61_1989,XGBoost,0.9166171550750732,"61 52783.453125 +62 56810.382812 +63 53999.070312 +64 55255.800781 +65 52699.531250 +66 53020.945312 +67 53742.828125 +68 56031.496094 +69 55874.121094 +70 55138.453125 +71 53676.699219 +72 55718.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,IPTU,XGBoost,1.7225816249847412,"108 7.280903e+05 +109 7.774796e+05 +110 3.566582e+06 +111 3.724216e+06 +112 1.705526e+06 +113 1.705526e+06 +114 1.363344e+06 +115 8.519701e+05 +116 5.873835e+05 +117 8.940108e+05 +118 8.520994e+05 +119 8.881029e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ISS,SARIMAX,0.9793305397033691,"108 1.097217e+06 +109 9.317924e+05 +110 1.341692e+06 +111 9.747208e+05 +112 9.739384e+05 +113 1.254776e+06 +114 1.097217e+06 +115 1.097217e+06 +116 1.254776e+06 +117 1.254776e+06 +118 1.254776e+06 +119 1.097217e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ITBI,HWES,1.7259702682495117,"108 367371.875000 +109 310205.125000 +110 463642.750000 +111 337549.000000 +112 384776.750000 +113 381269.687500 +114 396271.187500 +115 441845.375000 +116 460369.437500 +117 458235.625000 +118 379817.906250 +119 224316.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,IRRF,SARIMAX,1.743661880493164,"107 7.618333e+05 +108 6.470997e+05 +109 1.139649e+06 +110 7.617162e+05 +111 1.163218e+06 +112 5.733264e+05 +113 9.937931e+05 +114 1.212957e+06 +115 9.952981e+05 +116 9.856799e+05 +117 9.927130e+05 +118 1.186793e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do FPM,SARIMAX,1.499253511428833,"108 6173338.5 +109 7571654.0 +110 5873497.0 +111 5868615.5 +112 6666748.5 +113 6558311.5 +114 6666748.5 +115 5873497.0 +116 5873524.0 +117 5593995.5 +118 6666748.5 +119 7573827.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,HWES,1.029876947402954,"108 6154675.0 +109 4718083.0 +110 4790715.0 +111 5757448.0 +112 5981429.5 +113 5878036.5 +114 5757448.0 +115 5861690.0 +116 5877972.5 +117 5597777.5 +118 4818825.5 +119 5597777.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,XGBoost,1.5735037326812744,"108 1.596786e+06 +109 1.002008e+06 +110 1.021991e+06 +111 1.674739e+06 +112 1.729096e+06 +113 1.002008e+06 +114 6.454504e+05 +115 3.994800e+05 +116 3.930235e+05 +117 3.095781e+05 +118 3.123366e+05 +119 1.714331e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do ITR,XGBoost,1.8972086906433105,"84 1.298756e+05 +85 1.877204e+04 +86 1.309452e+04 +87 4.764558e+04 +88 1.877204e+04 +89 1.877204e+04 +90 1.323478e+04 +91 1.323497e+04 +92 2.010467e+05 +93 2.010102e+06 +94 3.285708e+05 +95 4.372056e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Transferencias LC 61_1989,MLP,1.7297618389129639,"108 40875.686232 +109 44555.759622 +110 43818.645529 +111 42784.907906 +112 44580.211141 +113 41296.857714 +114 41611.314397 +115 42594.541555 +116 42146.277104 +117 36930.149167 +118 40984.397934 +119 38878.988232 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,HWES,2.1440885066986084,"108 6.543201e+06 +109 2.746624e+05 +110 3.540821e+05 +111 3.608613e+05 +112 3.540583e+05 +113 3.602105e+05 +114 3.432412e+05 +115 3.476999e+05 +116 3.543909e+05 +117 3.736704e+05 +118 3.661167e+05 +119 7.462518e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ISS,HWES,0.9236862659454346,"108 1371967.000 +109 1425572.250 +110 1425572.250 +111 1473770.625 +112 1400971.375 +113 1466383.375 +114 1466383.375 +115 1400971.375 +116 1425572.250 +117 1432348.500 +118 1473770.625 +119 1400971.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,SARIMAX,1.1246676445007324,"108 390657.34375 +109 361753.75000 +110 387882.00000 +111 465577.90625 +112 448254.59375 +113 477545.78125 +114 597847.56250 +115 313464.90625 +116 566226.93750 +117 463309.84375 +118 449536.00000 +119 325676.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,IRRF,MLP,2.3484880924224854,"106 1.281080e+06 +107 1.293249e+06 +108 1.320726e+06 +109 1.338380e+06 +110 1.351200e+06 +111 1.358218e+06 +112 1.388630e+06 +113 1.413648e+06 +114 1.449003e+06 +115 1.487557e+06 +116 1.538254e+06 +117 1.609899e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do FPM,SARIMAX,2.2250993251800537,"108 5974685.0 +109 8837586.0 +110 4882392.0 +111 5362774.0 +112 6048276.5 +113 5974685.0 +114 7061483.0 +115 4882392.0 +116 4882930.0 +117 4675032.0 +118 6048276.5 +119 8837586.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,HWES,0.943899393081665,"108 8803192.0 +109 8798345.0 +110 8801242.0 +111 8842792.0 +112 8833469.0 +113 8803581.0 +114 8842792.0 +115 8843054.0 +116 8843054.0 +117 8795169.0 +118 8806076.0 +119 8795169.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,XGBoost,1.6120645999908447,"108 2.493354e+06 +109 1.336429e+06 +110 1.404796e+06 +111 2.265018e+06 +112 2.629239e+06 +113 7.789142e+05 +114 7.787145e+05 +115 5.587352e+05 +116 4.165426e+05 +117 4.158370e+05 +118 2.859361e+05 +119 1.836427e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ITR,SARIMAX,2.3444361686706543,"84 3.643205e+05 +85 1.395741e+05 +86 1.428540e+05 +87 1.447060e+05 +88 1.428540e+05 +89 1.395741e+05 +90 1.516250e+05 +91 1.625675e+05 +92 4.772173e+05 +93 2.319784e+06 +94 4.817714e+05 +95 4.817714e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Transferencias LC 61_1989,XGBoost,1.0042433738708496,"108 51529.746094 +109 65306.941406 +110 55541.328125 +111 49936.476562 +112 49186.742188 +113 49855.464844 +114 49923.378906 +115 56649.039062 +116 49139.597656 +117 64313.097656 +118 58445.546875 +119 62774.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,IPTU,XGBoost,1.7484428882598877,"104 2.498470e+05 +105 2.517953e+05 +106 2.598940e+05 +107 2.517970e+05 +108 3.399990e+06 +109 3.118912e+06 +110 4.000338e+06 +111 3.407944e+06 +112 3.397410e+06 +113 3.397410e+06 +114 3.397410e+06 +115 3.390502e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ISS,SARIMAX,1.4138312339782715,"108 796590.8750 +109 777888.2500 +110 796590.8750 +111 796590.8750 +112 796590.8750 +113 796590.8750 +114 796590.8750 +115 796590.8750 +116 796590.8750 +117 796590.8750 +118 796590.8750 +119 795721.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ITBI,SARIMAX,1.6282050609588623,"108 402280.84375 +109 407658.53125 +110 428843.40625 +111 431332.84375 +112 402280.84375 +113 402282.09375 +114 431400.81250 +115 431403.15625 +116 431400.81250 +117 428843.40625 +118 402280.84375 +119 431400.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,IRRF,XGBoost,1.594627857208252,"108 476152.68750 +109 476632.46875 +110 476632.46875 +111 515302.62500 +112 515302.62500 +113 515302.62500 +114 515302.62500 +115 515302.62500 +116 515302.62500 +117 515302.62500 +118 515302.62500 +119 515302.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do FPM,SARIMAX,1.4126694202423096,"108 2491607.25 +109 3061472.25 +110 2501364.50 +111 2638815.00 +112 2957465.75 +113 2946786.00 +114 3061472.25 +115 2501364.50 +116 2477809.75 +117 2319112.00 +118 3061472.25 +119 2957465.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,MLP,0.9916419982910156,"108 1.283879e+06 +109 1.280253e+06 +110 1.295740e+06 +111 1.312562e+06 +112 1.313421e+06 +113 1.291780e+06 +114 1.296574e+06 +115 1.295919e+06 +116 1.288198e+06 +117 1.286160e+06 +118 1.255000e+06 +119 1.263340e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,MLP,2.9671945571899414,"108 1.726312e+06 +109 4.907342e+05 +110 5.802060e+05 +111 1.112675e+06 +112 7.702556e+05 +113 3.270891e+05 +114 2.529918e+05 +115 1.818909e+05 +116 1.680683e+05 +117 1.539170e+05 +118 1.411139e+05 +119 1.964511e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do ITR,XGBoost,1.5401344299316406,"100 365.936584 +101 348.441345 +102 358.087830 +103 875.274780 +104 683.320618 +105 2141.483154 +106 2448.987305 +107 2573.326660 +108 4483.829102 +109 5082.838379 +110 2572.077393 +111 2571.393311 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Transferencias LC 61_1989,XGBoost,1.131504774093628,"108 15274.969727 +109 14953.066406 +110 14078.888672 +111 14444.875000 +112 13778.521484 +113 14531.686523 +114 14563.447266 +115 13256.482422 +116 14188.810547 +117 11513.335938 +118 14078.679688 +119 13610.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,IPTU,XGBoost,1.3772063255310059,"94 10258.300781 +95 41377.937500 +96 20238.015625 +97 46619.636719 +98 20224.058594 +99 46622.175781 +100 46625.742188 +101 20170.814453 +102 20240.371094 +103 20191.554688 +104 20276.792969 +105 46625.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ISS,XGBoost,1.2192652225494385,"108 19609.994141 +109 19598.980469 +110 15967.341797 +111 19608.910156 +112 19672.220703 +113 17468.343750 +114 19596.375000 +115 17478.441406 +116 17364.275391 +117 17054.919922 +118 16449.404297 +119 17048.810547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ITBI,XGBoost,1.4327950477600098,"105 6375.929199 +106 9098.495117 +107 4113.864258 +108 6033.038086 +109 6033.389160 +110 6068.508301 +111 7179.643066 +112 13188.254883 +113 119893.148438 +114 121062.234375 +115 119556.914062 +116 119893.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,IRRF,XGBoost,1.2818725109100342,"108 29262.107422 +109 38987.992188 +110 33065.015625 +111 38998.437500 +112 38987.992188 +113 38987.992188 +114 38987.992188 +115 33065.015625 +116 38987.992188 +117 38987.992188 +118 33272.140625 +119 114302.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do FPM,SARIMAX,1.922131061553955,"108 1.344835e+06 +109 1.893771e+06 +110 1.139192e+06 +111 1.189584e+06 +112 1.345121e+06 +113 1.321223e+06 +114 1.345121e+06 +115 1.139192e+06 +116 1.138906e+06 +117 9.987939e+05 +118 1.345121e+06 +119 1.893771e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,HWES,0.9937829971313477,"108 418272.03125 +109 370028.78125 +110 369638.31250 +111 430635.28125 +112 424692.75000 +113 419785.40625 +114 432177.53125 +115 419056.96875 +116 432177.53125 +117 424693.18750 +118 419785.43750 +119 409075.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,XGBoost,1.0103778839111328,"106 51942.320312 +107 47311.734375 +108 33537.234375 +109 40835.550781 +110 38333.250000 +111 7866.728516 +112 19256.703125 +113 19262.156250 +114 18033.775391 +115 19195.798828 +116 19256.703125 +117 48665.433594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do ITR,XGBoost,2.29093599319458,"85 144.765945 +86 4430.722656 +87 4316.017090 +88 717.281128 +89 4662.782715 +90 4657.792969 +91 4663.732910 +92 1315.181763 +93 905.401306 +94 892.712402 +95 905.401306 +96 1315.181763 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Transferencias LC 61_1989,AR,1.7615268230438232,"108 3658.186035 +109 3583.865723 +110 3508.685303 +111 3317.055664 +112 3637.654053 +113 3729.392822 +114 3410.763672 +115 3438.786133 +116 3619.592041 +117 3383.285645 +118 3516.764648 +119 3418.736328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,IPTU,MLP,0.8325259685516357,"90 14611.969914 +91 15143.828572 +92 14278.010556 +93 12369.135995 +94 9924.395973 +95 -5668.036367 +96 6771.810489 +97 7981.782260 +98 7160.923559 +99 8381.829077 +100 8790.323074 +101 7637.131194 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ISS,AR,1.286118507385254,"108 14855.925781 +109 14087.345703 +110 12788.298828 +111 12121.026367 +112 15445.411133 +113 12607.245117 +114 12620.399414 +115 12651.682617 +116 12061.784180 +117 14113.070312 +118 13932.269531 +119 14245.497070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ITBI,XGBoost,1.3507297039031982,"103 8029.130371 +104 1238.833984 +105 5087.942383 +106 8464.234375 +107 8502.396484 +108 8134.890625 +109 7506.063477 +110 9787.286133 +111 16349.406250 +112 16162.312500 +113 9067.153320 +114 11103.086914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,IRRF,XGBoost,1.0585896968841553,"108 77276.265625 +109 77092.257812 +110 77275.429688 +111 77276.265625 +112 77276.265625 +113 77275.429688 +114 77276.265625 +115 77276.265625 +116 77275.664062 +117 77276.265625 +118 77276.265625 +119 77276.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do FPM,SARIMAX,1.3435752391815186,"108 1.388727e+06 +109 1.893768e+06 +110 1.100772e+06 +111 1.200016e+06 +112 1.388894e+06 +113 1.373306e+06 +114 1.388894e+06 +115 1.100772e+06 +116 1.102622e+06 +117 1.033497e+06 +118 1.388894e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,HWES,1.1113297939300537,"108 506523.78125 +109 420808.46875 +110 421959.03125 +111 540294.06250 +112 515008.28125 +113 509703.37500 +114 540526.56250 +115 495249.65625 +116 540526.56250 +117 486137.65625 +118 509932.28125 +119 486137.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,XGBoost,1.7290005683898926,"107 80497.414062 +108 12224.249023 +109 12745.585938 +110 54622.683594 +111 47500.269531 +112 2900.078369 +113 -950.261475 +114 -1515.606201 +115 -958.412964 +116 -959.568237 +117 -944.221741 +118 65810.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do ITR,XGBoost,1.0383079051971436,"70 45.055820 +71 59.544441 +72 71.534180 +73 62.318542 +74 36.157181 +75 47.313408 +76 61.539368 +77 65.144356 +78 1180.486450 +79 404.458588 +80 107.294449 +81 80.376068 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Transferencias LC 61_1989,XGBoost,1.6217455863952637,"72 4860.939941 +73 4537.841309 +74 4686.020996 +75 4791.879883 +76 4605.595703 +77 4923.802246 +78 4816.823242 +79 4635.868164 +80 4647.254395 +81 4316.541992 +82 4635.867188 +83 4716.756836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,IPTU,SARIMAX,2.131911277770996,"97 -2309.944824 +98 -83.825386 +99 -394.787079 +100 41980.941406 +101 144325.593750 +102 276105.437500 +103 76864.250000 +104 89154.445312 +105 29137.232422 +106 88928.781250 +107 88928.781250 +108 16745.410156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ISS,SARIMAX,1.4844584465026855,"108 48579.457031 +109 48559.863281 +110 48509.519531 +111 48579.457031 +112 48509.519531 +113 48509.519531 +114 48509.519531 +115 48509.519531 +116 25159.763672 +117 48559.781250 +118 48559.781250 +119 48579.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ITBI,SARIMAX,1.2554609775543213,"105 63363.753906 +106 59759.960938 +107 45110.062500 +108 110109.585938 +109 110978.460938 +110 110733.585938 +111 45110.062500 +112 110980.062500 +113 44979.875000 +114 45103.996094 +115 44979.875000 +116 45252.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,IRRF,Prophet,1.1680305004119873,"108 80181.640625 +109 59710.226562 +110 80181.640625 +111 68656.015625 +112 80181.640625 +113 72915.953125 +114 80181.640625 +115 80181.640625 +116 59710.226562 +117 65212.695312 +118 59710.226562 +119 91541.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do FPM,SARIMAX,1.8144633769989014,"108 1.348805e+06 +109 1.893768e+06 +110 1.067594e+06 +111 1.031172e+06 +112 1.348805e+06 +113 1.006294e+06 +114 1.348805e+06 +115 1.487868e+06 +116 1.069206e+06 +117 1.005274e+06 +118 1.348805e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,HWES,0.9631273746490479,"108 645958.6875 +109 604396.7500 +110 646871.1250 +111 783333.8750 +112 762513.8750 +113 643612.0000 +114 650708.3750 +115 772948.0000 +116 773121.5625 +117 772978.3750 +118 648458.1250 +119 738554.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,MLP,2.113391876220703,"108 198778.838212 +109 53364.141303 +110 90995.132283 +111 119185.806496 +112 101573.654170 +113 128185.889555 +114 484159.209451 +115 -467750.535118 +116 35202.628150 +117 37595.095570 +118 38434.283739 +119 115849.721758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ITR,XGBoost,1.1334178447723389,"89 22484.072266 +90 23391.888672 +91 74983.914062 +92 164453.140625 +93 158196.218750 +94 278001.437500 +95 278001.625000 +96 277977.718750 +97 137136.171875 +98 137129.218750 +99 277986.437500 +100 277986.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Transferencias LC 61_1989,AR,1.3298394680023193,"48 6830.683105 +49 6656.582520 +50 6799.936523 +51 6831.215332 +52 6827.040527 +53 6835.281250 +54 6877.746582 +55 6799.524414 +56 6827.028809 +57 6828.003906 +58 6799.525391 +59 6843.415527 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,IPTU,SARIMAX,2.2001430988311768,"108 9365718.00 +109 3501245.50 +110 3107018.75 +111 3379216.50 +112 2843411.75 +113 2824356.50 +114 3379037.50 +115 3039185.50 +116 2981764.50 +117 2947252.50 +118 2541615.50 +119 7667713.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ISS,XGBoost,0.7925562858581543,"108 4052932.25 +109 3452657.25 +110 4113610.00 +111 4119069.25 +112 4128663.25 +113 4099248.00 +114 4006073.50 +115 4052932.25 +116 4052932.25 +117 4052932.25 +118 4052932.25 +119 4052932.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ITBI,MLP,1.0441622734069824,"108 1.404166e+06 +109 1.425982e+06 +110 1.432061e+06 +111 1.423075e+06 +112 1.435744e+06 +113 1.448592e+06 +114 1.443514e+06 +115 1.432189e+06 +116 1.423218e+06 +117 1.416620e+06 +118 1.389458e+06 +119 1.352119e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,IRRF,XGBoost,1.0227282047271729,"108 2567015.5 +109 2833519.5 +110 2567015.5 +111 2567015.5 +112 2567015.5 +113 2833519.5 +114 2567015.5 +115 2833518.0 +116 2833519.5 +117 2833519.5 +118 2833418.5 +119 3513444.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do FPM,SARIMAX,1.1663951873779297,"108 8313887.0 +109 11362802.0 +110 6492990.0 +111 7019333.0 +112 8314076.0 +113 8259453.5 +114 8314076.0 +115 6492990.0 +116 6490452.0 +117 6237183.0 +118 8314076.0 +119 11362802.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,HWES,0.9316942691802979,"108 15126975.0 +109 15133742.0 +110 15076563.0 +111 15221508.0 +112 15233762.0 +113 15055186.0 +114 15218219.0 +115 15233764.0 +116 15233764.0 +117 15150471.0 +118 15086438.0 +119 15150470.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,MLP,1.5136981010437012,"108 4.738392e+06 +109 2.449217e+06 +110 2.940335e+06 +111 5.216274e+06 +112 4.542032e+06 +113 2.119238e+06 +114 1.813805e+06 +115 1.315592e+06 +116 9.370742e+05 +117 8.030370e+05 +118 7.259133e+05 +119 3.609254e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Transferencias LC 61_1989,MLP,1.0431156158447266,"72 84431.703723 +73 91445.526482 +74 90625.845330 +75 89248.717238 +76 90474.985593 +77 89195.857410 +78 88602.710326 +79 90919.075916 +80 90717.271588 +81 81888.372911 +82 89720.153779 +83 86613.258029 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,IPTU,Prophet,2.420018196105957,"95 5.548159e+04 +96 5.565644e+04 +97 5.506102e+04 +98 5.565644e+04 +99 1.082789e+06 +100 1.047386e+06 +101 1.723421e+05 +102 1.724058e+05 +103 5.473506e+04 +104 1.438402e+05 +105 1.438402e+05 +106 5.990419e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ISS,XGBoost,1.7782649993896484,"107 371015.93750 +108 354281.28125 +109 373882.18750 +110 371015.93750 +111 341592.65625 +112 313395.68750 +113 341592.65625 +114 370218.37500 +115 341592.65625 +116 341592.65625 +117 373882.18750 +118 340145.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ITBI,AR,0.9051458835601807,"87 207758.125000 +88 188818.515625 +89 233935.968750 +90 186992.234375 +91 293289.468750 +92 315577.031250 +93 291354.437500 +94 291355.093750 +95 109175.562500 +96 109175.562500 +97 148361.140625 +98 124758.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,IRRF,SARIMAX,1.0848445892333984,"107 380572.53125 +108 297639.40625 +109 297631.12500 +110 297631.12500 +111 297631.12500 +112 297631.12500 +113 297631.12500 +114 380572.53125 +115 297631.12500 +116 297635.46875 +117 297631.12500 +118 380572.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do FPM,SARIMAX,1.135796308517456,"108 2867572.00 +109 2698980.75 +110 2698980.75 +111 2580887.25 +112 2698980.75 +113 2699434.25 +114 2698980.75 +115 2350861.50 +116 2299091.50 +117 2358930.50 +118 2698980.75 +119 2987689.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,HWES,0.9081020355224609,"108 2937598.00 +109 2937954.00 +110 2931943.25 +111 2950549.25 +112 2950542.25 +113 2927154.25 +114 2937605.25 +115 2950542.25 +116 2950542.25 +117 2938473.50 +118 2937605.25 +119 2938494.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,MLP,1.5946016311645508,"106 1.059468e+06 +107 3.232843e+05 +108 4.994319e+05 +109 7.140500e+05 +110 5.367405e+05 +111 3.112304e+05 +112 2.576310e+05 +113 2.437659e+05 +114 2.558628e+05 +115 2.379229e+05 +116 2.350991e+05 +117 1.026807e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do ITR,SARIMAX,1.744349479675293,"101 36400.246094 +102 36416.496094 +103 36415.742188 +104 36412.210938 +105 36420.390625 +106 21113.308594 +107 21115.410156 +108 147955.375000 +109 229801.125000 +110 229801.125000 +111 18467.687500 +112 18467.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Transferencias LC 61_1989,SES,1.2422902584075928,"61 16278.652344 +62 19328.253906 +63 17367.757812 +64 16250.113281 +65 16883.300781 +66 16512.789062 +67 16171.679688 +68 16512.789062 +69 16178.679688 +70 16278.652344 +71 16512.789062 +72 16171.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,IPTU,SARIMAX,1.7774391174316406,"107 317245.06250 +108 878355.31250 +109 878354.68750 +110 307625.68750 +111 317250.03125 +112 327016.56250 +113 357498.21875 +114 337349.59375 +115 315135.87500 +116 812411.62500 +117 307133.00000 +118 327016.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ISS,SARIMAX,1.080620288848877,"108 2768821.0 +109 2771212.5 +110 2766586.5 +111 2761331.5 +112 2766889.5 +113 2764300.5 +114 2765167.0 +115 2765167.0 +116 2766392.0 +117 2766586.5 +118 2765167.0 +119 2761331.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ITBI,MLP,1.0713419914245605,"107 87192.997811 +108 148653.208641 +109 135795.904102 +110 140455.917358 +111 153648.557622 +112 120871.361741 +113 136688.766403 +114 112097.769138 +115 134747.832795 +116 138710.611301 +117 114008.915520 +118 123053.297117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,IRRF,XGBoost,2.3978378772735596,"106 2.984994e+05 +107 1.545961e+05 +108 3.182637e+05 +109 1.856708e+05 +110 1.851331e+05 +111 3.425720e+05 +112 3.329505e+05 +113 1.974327e+05 +114 2.522083e+05 +115 1.901156e+05 +116 7.874211e+04 +117 1.367384e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do FPM,MLP,1.4365575313568115,"108 3.513555e+06 +109 3.741357e+06 +110 3.407536e+06 +111 3.489813e+06 +112 3.574799e+06 +113 3.533516e+06 +114 3.703901e+06 +115 3.416910e+06 +116 3.456215e+06 +117 3.466367e+06 +118 3.616033e+06 +119 3.935719e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,HWES,1.0000765323638916,"108 5551607.5 +109 5950383.5 +110 5563467.0 +111 5999633.5 +112 6039008.0 +113 5923534.5 +114 5999633.5 +115 5992328.0 +116 5948013.0 +117 6039008.0 +118 5923627.0 +119 6039008.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,XGBoost,1.4933137893676758,"77 1121801.250 +78 1315893.750 +79 1315895.375 +80 1138908.500 +81 1208845.375 +82 1205557.500 +83 1140619.625 +84 1136028.375 +85 1135789.000 +86 1135789.000 +87 1121804.125 +88 1315893.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do ITR,MLP,3.0627760887145996,"106 4.654856e+05 +107 1.563030e+05 +108 1.202419e+05 +109 1.652019e+05 +110 2.129461e+05 +111 1.685329e+05 +112 2.104926e+05 +113 1.914317e+05 +114 3.222219e+05 +115 3.331439e+06 +116 7.139621e+05 +117 5.793962e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,IPTU,AR,2.748084306716919,"88 1.252328e+06 +89 6.390196e+05 +90 6.447422e+05 +91 2.650155e+05 +92 3.066786e+05 +93 3.066778e+05 +94 3.858219e+05 +95 2.814557e+05 +96 2.850310e+05 +97 3.858218e+05 +98 3.278149e+05 +99 3.067317e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ISS,SARIMAX,1.491668462753296,"88 732231.875 +89 644659.750 +90 649974.250 +91 686815.500 +92 709403.625 +93 764105.250 +94 764380.125 +95 764105.250 +96 765186.750 +97 709403.625 +98 764424.250 +99 764105.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ITBI,XGBoost,1.0379483699798584,"86 86771.765625 +87 82818.609375 +88 94033.617188 +89 86783.867188 +90 85036.828125 +91 86103.031250 +92 86202.578125 +93 61767.519531 +94 84976.812500 +95 62545.582031 +96 82259.937500 +97 73462.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,IRRF,XGBoost,1.1397700309753418,"88 395186.12500 +89 395070.68750 +90 395186.12500 +91 395186.28125 +92 395186.12500 +93 395186.12500 +94 395186.12500 +95 395186.12500 +96 395186.12500 +97 395186.12500 +98 395186.12500 +99 394879.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do FPM,XGBoost,1.0256311893463135,"88 3412302.25 +89 4418786.00 +90 3198067.75 +91 3466820.75 +92 3473250.75 +93 3670168.25 +94 3473250.75 +95 3198067.75 +96 3198067.75 +97 3111256.50 +98 3473250.75 +99 4418786.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,XGBoost,1.2170214653015137,"86 2627525.50 +87 2524581.50 +88 2524696.00 +89 2663288.25 +90 2624287.25 +91 2621792.75 +92 2656409.25 +93 2663288.25 +94 2663288.25 +95 2479844.75 +96 2656409.25 +97 2479844.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,AR,1.6856703758239746,"88 739238.375000 +89 267470.125000 +90 461776.406250 +91 735377.562500 +92 360770.156250 +93 417657.218750 +94 385162.781250 +95 222544.765625 +96 98288.062500 +97 49628.781250 +98 49628.781250 +99 739728.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do ITR,SES,1.4729273319244385,"86 2866.549561 +87 2866.549561 +88 2866.516602 +89 2896.674561 +90 18434.013672 +91 18439.845703 +92 18428.546875 +93 18437.080078 +94 49467.753906 +95 7878.845215 +96 18434.013672 +97 18437.080078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Transferencias LC 61_1989,MLP,1.1048264503479004,"34 41059.998212 +35 43718.846636 +36 44904.069773 +37 46047.008444 +38 47777.311627 +39 49091.521850 +40 50622.043254 +41 52814.972376 +42 54604.129067 +43 54780.759568 +44 58346.020229 +45 9419.096535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,IPTU,HWES,1.401761531829834,"89 6027.469727 +90 7509.258789 +91 5903.054688 +92 84391.585938 +93 79129.390625 +94 79497.226562 +95 77824.757812 +96 77824.757812 +97 78177.000000 +98 78177.000000 +99 77958.039062 +100 78975.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ISS,SARIMAX,1.4762170314788818,"96 12519.094727 +97 12629.530273 +98 12710.782227 +99 12634.765625 +100 12519.314453 +101 12595.778320 +102 12629.530273 +103 12634.765625 +104 12867.128906 +105 13040.879883 +106 12634.765625 +107 12867.128906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ITBI,SARIMAX,1.325253963470459,"91 45745.703125 +92 46059.707031 +93 46059.441406 +94 46011.230469 +95 45805.972656 +96 45577.335938 +97 45837.152344 +98 45651.652344 +99 45515.601562 +100 46060.214844 +101 45651.652344 +102 45651.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,IRRF,Prophet,1.083341121673584,"96 27503.089844 +97 49913.996094 +98 49913.996094 +99 49645.968750 +100 49913.996094 +101 49645.968750 +102 49913.996094 +103 49913.996094 +104 49918.046875 +105 49913.996094 +106 49913.996094 +107 49918.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do FPM,SARIMAX,1.156639814376831,"96 1.247742e+06 +97 1.419602e+06 +98 1.112745e+06 +99 1.247742e+06 +100 1.419602e+06 +101 1.247808e+06 +102 1.419602e+06 +103 8.362211e+05 +104 1.112751e+06 +105 1.112751e+06 +106 1.419602e+06 +107 1.419602e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,Prophet,1.0768778324127197,"96 303211.31250 +97 369516.34375 +98 366744.28125 +99 369516.34375 +100 389660.93750 +101 339658.71875 +102 369516.34375 +103 369516.34375 +104 303954.75000 +105 329235.90625 +106 330376.81250 +107 397947.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,SARIMAX,1.2854187488555908,"94 63792.933594 +95 31984.212891 +96 31931.757812 +97 51759.808594 +98 31984.212891 +99 31931.757812 +100 26329.849609 +101 21649.638672 +102 17498.421875 +103 18344.197266 +104 17334.509766 +105 63792.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Transferencias LC 61_1989,HWES,1.1326494216918945,"48 5690.751465 +49 5690.736328 +50 5690.741211 +51 5690.736328 +52 5690.740234 +53 5690.740234 +54 5690.741211 +55 5690.741211 +56 5863.298340 +57 5863.298340 +58 5863.298340 +59 5863.298340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,IPTU,AR,2.180598258972168,"96 268817.31250 +97 268946.18750 +98 270603.53125 +99 266330.75000 +100 268725.03125 +101 268974.06250 +102 268996.84375 +103 268974.06250 +104 323934.25000 +105 267320.75000 +106 268974.06250 +107 267320.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ISS,MLP,1.1570563316345215,"100 533340.046371 +101 567321.349768 +102 597378.642862 +103 624590.072166 +104 649576.824937 +105 674073.351049 +106 702980.327974 +107 709508.800750 +108 717395.838304 +109 745964.357473 +110 780547.859366 +111 816657.644479 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ITBI,XGBoost,2.235682725906372,"97 97815.593750 +98 93016.078125 +99 114760.187500 +100 106117.140625 +101 93240.140625 +102 97734.046875 +103 92825.718750 +104 104669.953125 +105 92126.031250 +106 94913.031250 +107 96707.734375 +108 99956.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,IRRF,XGBoost,1.1078290939331055,"100 85670.890625 +101 257885.406250 +102 116482.609375 +103 116482.609375 +104 319466.125000 +105 290431.750000 +106 104025.437500 +107 264029.312500 +108 264029.312500 +109 94439.453125 +110 264029.312500 +111 319466.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do FPM,SARIMAX,1.4021143913269043,"100 2049883.375 +101 2525024.250 +102 2075737.250 +103 2038871.250 +104 2049883.375 +105 2166943.500 +106 2525024.250 +107 2049883.375 +108 2049883.375 +109 2049883.375 +110 2525024.250 +111 2525024.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,XGBoost,1.015993356704712,"100 1.059913e+06 +101 9.405832e+05 +102 9.625859e+05 +103 9.581989e+05 +104 9.378951e+05 +105 9.691982e+05 +106 9.694805e+05 +107 9.463300e+05 +108 9.639653e+05 +109 1.303912e+06 +110 9.172409e+05 +111 1.309164e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,MLP,1.9211945533752441,"98 242404.070008 +99 259924.032083 +100 141871.801978 +101 356345.555124 +102 252326.215588 +103 168845.778157 +104 138499.243806 +105 112274.115846 +106 104145.704087 +107 104502.707201 +108 102858.855285 +109 199382.065063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Transferencias LC 61_1989,XGBoost,1.375239372253418,"100 10703.374023 +101 10113.014648 +102 7134.562012 +103 11930.288086 +104 10576.577148 +105 8118.514160 +106 11776.840820 +107 11300.943359 +108 10507.554688 +109 7462.703613 +110 13235.001953 +111 11839.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,IPTU,HWES,2.697744131088257,"108 6.017943e+04 +109 6.957830e+04 +110 2.372869e+05 +111 1.326091e+06 +112 4.747722e+06 +113 4.003746e+05 +114 4.112968e+05 +115 4.008722e+05 +116 4.174116e+05 +117 4.015090e+05 +118 1.953192e+05 +119 1.590364e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ISS,AR,1.3435370922088623,"108 678524.9375 +109 642185.3125 +110 678524.9375 +111 678524.9375 +112 678524.9375 +113 723772.4375 +114 678524.9375 +115 678524.9375 +116 723772.4375 +117 678524.9375 +118 723772.4375 +119 678524.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ITBI,MLP,1.7620038986206055,"108 213402.527307 +109 208560.047722 +110 223308.710659 +111 208879.867428 +112 225606.738944 +113 222796.202768 +114 227466.555509 +115 232703.722547 +116 206840.359714 +117 212110.030808 +118 211457.814298 +119 215725.614824 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,IRRF,SARIMAX,1.152472972869873,"108 512641.2500 +109 349046.6250 +110 405600.7500 +111 405600.7500 +112 405600.7500 +113 405600.7500 +114 370875.9375 +115 405600.7500 +116 370875.9375 +117 405600.7500 +118 370875.9375 +119 405600.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do FPM,SARIMAX,1.6178131103515625,"108 3104788.25 +109 4405484.00 +110 2640749.25 +111 2787236.25 +112 3105195.75 +113 3139078.00 +114 3105195.75 +115 2640749.25 +116 2640750.50 +117 2563733.00 +118 3105168.50 +119 4405484.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,MLP,1.0154049396514893,"108 2.262437e+06 +109 2.232929e+06 +110 2.267102e+06 +111 2.325527e+06 +112 2.350051e+06 +113 2.280015e+06 +114 2.299054e+06 +115 2.308858e+06 +116 2.296011e+06 +117 2.322509e+06 +118 2.227566e+06 +119 2.292484e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,MLP,2.5136499404907227,"108 1.622531e+06 +109 4.317996e+05 +110 5.648698e+05 +111 9.111869e+05 +112 7.392127e+05 +113 3.603945e+05 +114 2.682165e+05 +115 2.481455e+05 +116 2.068208e+05 +117 1.976164e+05 +118 1.475499e+05 +119 1.578423e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do ITR,SARIMAX,2.6369686126708984,"107 195.898361 +108 53.772617 +109 329.182373 +110 53.772617 +111 482.126556 +112 464.735168 +113 1088.577393 +114 11903.145508 +115 14456.107422 +116 25769.810547 +117 2064.904053 +118 273.714539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Transferencias LC 61_1989,XGBoost,1.3118247985839844,"108 25832.705078 +109 28785.281250 +110 25522.585938 +111 26377.929688 +112 25526.539062 +113 26025.921875 +114 25658.589844 +115 24968.347656 +116 25355.701172 +117 25309.197266 +118 25551.378906 +119 26305.931641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,IPTU,XGBoost,3.0448012351989746,"107 226670.671875 +108 226670.671875 +109 464927.218750 +110 175953.812500 +111 230009.421875 +112 228972.250000 +113 228478.718750 +114 228979.062500 +115 228972.250000 +116 226668.562500 +117 228979.062500 +118 464927.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ISS,SARIMAX,1.410783290863037,"108 435467.8750 +109 735047.6250 +110 735047.6250 +111 736759.5625 +112 735103.1875 +113 733803.3750 +114 726748.7500 +115 731327.1875 +116 733822.6875 +117 735103.1875 +118 733822.6875 +119 733803.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ITBI,SARIMAX,1.152878999710083,"108 534613.00000 +109 534065.37500 +110 536233.00000 +111 158797.00000 +112 534383.75000 +113 158741.34375 +114 536176.68750 +115 536119.87500 +116 535467.81250 +117 534065.37500 +118 536233.00000 +119 536176.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,IRRF,Prophet,1.4711380004882812,"108 199573.109375 +109 189435.046875 +110 199520.218750 +111 199520.218750 +112 199520.218750 +113 199520.218750 +114 199520.218750 +115 199520.218750 +116 199520.218750 +117 199520.218750 +118 199520.218750 +119 199520.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do FPM,SARIMAX,1.1188459396362305,"108 1.369082e+06 +109 1.892322e+06 +110 1.161798e+06 +111 1.568225e+06 +112 1.503714e+06 +113 1.565169e+06 +114 1.353564e+06 +115 1.161798e+06 +116 1.161798e+06 +117 1.001693e+06 +118 1.503714e+06 +119 1.892322e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,AR,1.9083747863769531,"108 9.102288e+05 +109 1.017226e+06 +110 8.244042e+05 +111 8.518210e+05 +112 9.164196e+05 +113 8.664559e+05 +114 8.612652e+05 +115 9.216824e+05 +116 9.174058e+05 +117 7.588041e+05 +118 8.415398e+05 +119 7.588041e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,MLP,1.841991662979126,"108 280697.889821 +109 138765.624238 +110 146786.662442 +111 351148.581419 +112 277491.449283 +113 102327.485889 +114 94488.745513 +115 75527.610672 +116 69220.150559 +117 68814.038875 +118 67476.665325 +119 264395.750277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do ITR,AR,2.031259775161743,"108 7642.316406 +109 5132.243652 +110 2529.978271 +111 4160.866211 +112 4050.654785 +113 6565.604004 +114 12068.683594 +115 5132.243652 +116 12068.683594 +117 420104.781250 +118 9705.623047 +119 18498.416016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Transferencias LC 61_1989,SES,1.2594077587127686,"108 8286.500000 +109 8209.884766 +110 8229.940430 +111 8780.541992 +112 7785.476074 +113 9346.286133 +114 8775.679688 +115 7794.137207 +116 7808.986328 +117 8404.041016 +118 7759.126465 +119 7966.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,IPTU,SARIMAX,1.6250412464141846,"108 1.159895e+04 +109 7.727752e+05 +110 3.330739e+06 +111 3.114821e+06 +112 1.350476e+06 +113 1.436325e+06 +114 1.376830e+06 +115 1.376830e+06 +116 4.890628e+05 +117 1.460382e+06 +118 6.371415e+05 +119 4.626384e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ISS,SARIMAX,0.98663330078125,"108 452182.84375 +109 513213.21875 +110 529770.18750 +111 529336.62500 +112 529335.18750 +113 518808.65625 +114 519000.71875 +115 512925.87500 +116 502109.40625 +117 512925.87500 +118 512925.87500 +119 512925.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ITBI,SARIMAX,1.2371675968170166,"108 89875.460938 +109 183909.109375 +110 149286.500000 +111 183909.109375 +112 141176.234375 +113 183909.125000 +114 150088.812500 +115 183909.125000 +116 183909.125000 +117 183909.125000 +118 183261.437500 +119 183909.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,IRRF,Prophet,0.9971427917480469,"108 489349.25000 +109 774484.12500 +110 462902.71875 +111 462902.71875 +112 462902.71875 +113 462902.75000 +114 462902.71875 +115 462902.75000 +116 462896.62500 +117 483527.09375 +118 462896.62500 +119 845246.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do FPM,SARIMAX,1.0017139911651611,"108 4917069.50 +109 6943819.50 +110 3982272.75 +111 4312712.00 +112 4917247.50 +113 4824100.50 +114 4917247.50 +115 3982272.75 +116 3951389.75 +117 3609789.00 +118 4917247.50 +119 6943819.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,HWES,1.1235370635986328,"108 1712144.875 +109 1616268.875 +110 1619357.000 +111 1747111.500 +112 1806447.125 +113 1657989.125 +114 1799473.750 +115 1756196.500 +116 1757596.875 +117 1788717.750 +118 1646321.750 +119 1788913.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,XGBoost,1.776397943496704,"108 1.149888e+06 +109 8.003574e+05 +110 1.061186e+06 +111 1.318474e+06 +112 1.051959e+06 +113 6.355835e+05 +114 4.536176e+05 +115 4.122076e+05 +116 1.670427e+05 +117 1.610286e+05 +118 1.235256e+05 +119 1.052167e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do ITR,XGBoost,1.3691871166229248,"105 2911.572754 +106 6787.721680 +107 19318.757812 +108 22803.912109 +109 22847.273438 +110 22927.693359 +111 23181.650391 +112 22801.962891 +113 23556.085938 +114 9454.738281 +115 23569.443359 +116 23605.173828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Transferencias LC 61_1989,MLP,1.9818017482757568,"108 15600.275205 +109 15148.420794 +110 15579.701081 +111 15802.770166 +112 15787.879124 +113 15918.336023 +114 15876.181638 +115 15740.199947 +116 15880.577399 +117 16095.063632 +118 15176.383323 +119 15387.412100 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,IPTU,SARIMAX,1.5592310428619385,"108 4.350993e+06 +109 4.782738e+06 +110 1.141904e+06 +111 1.008493e+06 +112 1.141904e+06 +113 1.168020e+06 +114 1.123102e+06 +115 1.123662e+06 +116 2.361569e+06 +117 1.141904e+06 +118 1.182063e+06 +119 1.182498e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ISS,SARIMAX,1.0132310390472412,"108 2546077.00 +109 2471873.00 +110 2546207.00 +111 2545475.50 +112 2546077.00 +113 2546077.00 +114 2538977.25 +115 2546207.00 +116 2546077.00 +117 2546207.00 +118 2546077.00 +119 2546077.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ITBI,SES,1.3527538776397705,"108 687526.3750 +109 687526.3750 +110 710670.8125 +111 710670.8125 +112 668279.0000 +113 672131.9375 +114 658784.6250 +115 672447.4375 +116 675402.8750 +117 687526.3750 +118 658784.6250 +119 691810.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,IRRF,XGBoost,1.4589245319366455,"108 1765160.500 +109 1624056.375 +110 2428936.250 +111 2428936.250 +112 2428936.250 +113 2428936.250 +114 2428460.250 +115 2428936.250 +116 2428936.250 +117 2428937.250 +118 2428937.250 +119 2428937.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do FPM,SARIMAX,1.6243011951446533,"108 7071331.5 +109 11362784.0 +110 6633354.0 +111 7071331.5 +112 8343592.5 +113 8112553.0 +114 11362784.0 +115 6633354.0 +116 6633353.0 +117 5947639.0 +118 8343592.5 +119 11362784.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,MLP,1.5801081657409668,"108 6.552363e+06 +109 6.313623e+06 +110 6.435240e+06 +111 6.679646e+06 +112 6.811834e+06 +113 6.538918e+06 +114 6.627705e+06 +115 6.689852e+06 +116 6.662677e+06 +117 6.819496e+06 +118 6.457277e+06 +119 6.630699e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,MLP,2.8100733757019043,"108 4.187217e+06 +109 1.877304e+06 +110 2.234335e+06 +111 3.719852e+06 +112 3.712261e+06 +113 1.924484e+06 +114 1.527238e+06 +115 1.075192e+06 +116 7.282065e+05 +117 6.934660e+05 +118 5.636282e+05 +119 2.630038e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ITR,MLP,2.0944621562957764,"108 7.775436e+05 +109 5.063744e+04 +110 5.305586e+04 +111 3.448352e+04 +112 7.945920e+04 +113 9.103124e+04 +114 5.990870e+04 +115 8.176470e+04 +116 2.936017e+05 +117 5.994411e+06 +118 1.128908e+06 +119 1.178908e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Transferencias LC 61_1989,XGBoost,1.1468987464904785,"108 64232.773438 +109 69619.140625 +110 66874.289062 +111 69612.640625 +112 66751.773438 +113 65886.382812 +114 74273.718750 +115 51230.351562 +116 70855.906250 +117 76685.296875 +118 64868.125000 +119 65126.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,IPTU,Prophet,0.988501787185669,"98 32952.214844 +99 69449.437500 +100 69816.546875 +101 70969.765625 +102 75447.703125 +103 347247.562500 +104 72522.367188 +105 71444.578125 +106 71444.578125 +107 76942.109375 +108 67987.007812 +109 65235.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ISS,XGBoost,1.0166425704956055,"108 17524.939453 +109 19450.962891 +110 23695.226562 +111 23694.714844 +112 16518.126953 +113 25171.433594 +114 16825.015625 +115 17439.699219 +116 17874.363281 +117 17325.617188 +118 18406.189453 +119 18034.408203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ITBI,MLP,1.2739555835723877,"108 21316.935021 +109 28387.516967 +110 30279.489838 +111 32437.954728 +112 30558.206516 +113 32887.317340 +114 32565.907243 +115 32830.798692 +116 29316.121801 +117 35293.841237 +118 31533.558665 +119 34840.387473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,IRRF,Prophet,1.4214389324188232,"104 49527.167969 +105 49508.765625 +106 49200.339844 +107 49205.324219 +108 49427.730469 +109 49258.601562 +110 49774.464844 +111 49805.816406 +112 49571.109375 +113 49452.503906 +114 129754.867188 +115 168777.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do FPM,SARIMAX,1.7101960182189941,"108 1343155.875 +109 1893768.375 +110 1057577.125 +111 1183511.375 +112 1343156.375 +113 1303476.750 +114 1343156.375 +115 1057577.125 +116 1057576.875 +117 962691.375 +118 1343156.375 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,HWES,0.9184017181396484,"108 1345320.375 +109 1345121.750 +110 1346765.750 +111 1351347.500 +112 1350835.875 +113 1345492.000 +114 1351034.125 +115 1351009.875 +116 1351009.875 +117 1350782.125 +118 1346954.625 +119 1350782.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,XGBoost,1.1739163398742676,"108 111629.257812 +109 64481.132812 +110 53006.031250 +111 111584.664062 +112 105833.078125 +113 23907.222656 +114 20972.707031 +115 8990.772461 +116 8990.772461 +117 22596.345703 +118 22596.345703 +119 111611.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ITR,MLP,3.2412922382354736,"108 7279.529950 +109 8687.739270 +110 7754.222459 +111 8789.519965 +112 8199.179311 +113 9458.847249 +114 9312.943224 +115 9989.503459 +116 42147.551862 +117 276339.171118 +118 14023.093071 +119 31138.117621 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Transferencias LC 61_1989,XGBoost,1.5538206100463867,"108 9654.796875 +109 8584.179688 +110 8348.833008 +111 9321.386719 +112 8435.165039 +113 9828.488281 +114 9285.285156 +115 8461.653320 +116 7357.772949 +117 7528.562988 +118 8316.548828 +119 9528.221680 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,IPTU,AR,1.2689073085784912,"97 5304.486328 +98 5576.011719 +99 4914.484375 +100 141160.796875 +101 126450.187500 +102 26786.046875 +103 66954.984375 +104 33418.777344 +105 43273.710938 +106 16581.552734 +107 27899.666016 +108 16468.636719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ISS,XGBoost,1.0552644729614258,"108 58780.144531 +109 39037.882812 +110 47119.949219 +111 40891.113281 +112 41227.675781 +113 40811.554688 +114 47277.167969 +115 39413.593750 +116 47277.167969 +117 43527.847656 +118 40820.785156 +119 45998.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ITBI,XGBoost,1.550187110900879,"106 18421.357422 +107 17661.031250 +108 21018.767578 +109 9266.621094 +110 9230.666016 +111 15838.505859 +112 25123.224609 +113 11713.718750 +114 5760.950195 +115 14160.415039 +116 7358.264160 +117 13174.662109 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,IRRF,SARIMAX,1.5163602828979492,"107 45766.414062 +108 83582.882812 +109 83582.882812 +110 83582.882812 +111 83582.843750 +112 83582.843750 +113 83582.882812 +114 83582.882812 +115 83582.843750 +116 83582.882812 +117 83582.843750 +118 83582.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do FPM,SARIMAX,1.2449946403503418,"108 1334612.125 +109 1893768.625 +110 1083041.375 +111 1172706.250 +112 1338135.625 +113 1285169.500 +114 1338135.625 +115 1083041.375 +116 1083069.375 +117 994974.250 +118 1338135.625 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,HWES,0.9948093891143799,"108 540820.75000 +109 491144.78125 +110 518276.43750 +111 554681.81250 +112 555800.37500 +113 540488.68750 +114 554689.18750 +115 555802.75000 +116 555802.75000 +117 546271.31250 +118 539815.31250 +119 546334.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,MLP,1.5784564018249512,"108 143853.775125 +109 52585.594598 +110 54755.338579 +111 72078.161533 +112 68233.752525 +113 24550.723424 +114 25085.527963 +115 21404.610226 +116 21406.173805 +117 17990.180582 +118 20703.791541 +119 142932.994507 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do ITR,XGBoost,1.531463384628296,"98 80.197166 +99 2714.162354 +100 4012.868896 +101 4784.919434 +102 4806.163574 +103 4811.695801 +104 4806.163574 +105 4805.985840 +106 1381.612793 +107 1379.618774 +108 4805.957031 +109 4786.125488 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Transferencias LC 61_1989,XGBoost,1.1621885299682617,"60 3905.550781 +61 5347.493652 +62 3963.834473 +63 3960.530029 +64 3591.086670 +65 3591.086670 +66 3593.471680 +67 3591.086670 +68 3593.134277 +69 3905.942383 +70 3591.086670 +71 3593.471680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,SARIMAX,1.2880380153656006,"99 1097.143188 +100 2944.007080 +101 4112.457031 +102 15261.586914 +103 72313.023438 +104 10182.659180 +105 7638.179688 +106 10234.236328 +107 4331.323242 +108 4694.113281 +109 9256.126953 +110 4694.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ISS,MLP,1.4504401683807373,"108 24534.990540 +109 23772.334030 +110 22299.751995 +111 21545.976242 +112 19473.941753 +113 18257.735381 +114 19205.339323 +115 15420.918475 +116 15587.607165 +117 14706.401134 +118 11911.947800 +119 10712.549330 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,1.2943124771118164,"104 4603.972168 +105 11329.214844 +106 11263.152344 +107 11212.249023 +108 7934.465820 +109 11329.205078 +110 11263.152344 +111 9382.640625 +112 10411.230469 +113 16334.634766 +114 18333.214844 +115 9418.754883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,IRRF,Prophet,1.2187614440917969,"108 73432.203125 +109 113534.500000 +110 73432.203125 +111 73432.203125 +112 73482.843750 +113 73432.203125 +114 73432.203125 +115 73432.203125 +116 73432.203125 +117 84011.195312 +118 84011.195312 +119 113534.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do FPM,SARIMAX,2.2210259437561035,"108 1330532.625 +109 1892837.500 +110 1105991.875 +111 1220162.250 +112 1333086.875 +113 1324534.500 +114 1333086.875 +115 1105991.875 +116 1105991.875 +117 1010009.500 +118 1333086.875 +119 1892837.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,HWES,1.0412697792053223,"108 604773.75000 +109 518368.84375 +110 529049.87500 +111 578122.12500 +112 595934.75000 +113 607787.37500 +114 578122.12500 +115 643459.93750 +116 643459.93750 +117 560879.00000 +118 607787.37500 +119 560879.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,XGBoost,1.397242784500122,"108 79292.664062 +109 32953.250000 +110 32953.250000 +111 79292.664062 +112 79292.664062 +113 35432.949219 +114 7588.144043 +115 10991.990234 +116 6132.937500 +117 7697.141602 +118 5351.005371 +119 79292.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ITR,XGBoost,1.4822001457214355,"81 762.635620 +82 915.490845 +83 1245.697632 +84 915.490845 +85 915.490845 +86 771.082886 +87 604.280334 +88 778.662964 +89 422.929474 +90 67.694778 +91 255.431534 +92 236.715759 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Transferencias LC 61_1989,AR,1.319347858428955,"108 5642.372559 +109 5338.035156 +110 5128.259277 +111 5882.935547 +112 5092.897461 +113 5266.039062 +114 5892.838867 +115 5607.427734 +116 5842.855469 +117 5737.172852 +118 5468.292969 +119 6101.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,IPTU,AR,1.2571492195129395,"79 5917.677734 +80 29494.269531 +81 36263.882812 +82 31655.794922 +83 21087.685547 +84 29494.269531 +85 44629.152344 +86 36267.492188 +87 44617.378906 +88 44617.378906 +89 20278.103516 +90 20476.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ISS,SARIMAX,1.1018133163452148,"80 32926.253906 +81 32924.847656 +82 32924.847656 +83 34898.457031 +84 34898.457031 +85 32924.847656 +86 34898.457031 +87 23895.576172 +88 32924.847656 +89 32924.847656 +90 24366.777344 +91 34898.457031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ITBI,MLP,0.8302335739135742,"69 41689.207984 +70 5206.054490 +71 33094.908291 +72 34156.304567 +73 35466.135222 +74 30584.050999 +75 26318.609862 +76 34239.828797 +77 26088.918535 +78 32034.732720 +79 35417.413356 +80 36195.197641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,IRRF,XGBoost,1.433340311050415,"80 88867.875000 +81 88867.656250 +82 88664.632812 +83 88709.164062 +84 88615.742188 +85 88867.656250 +86 88691.539062 +87 88709.164062 +88 105911.531250 +89 90537.812500 +90 88709.164062 +91 105911.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do FPM,Prophet,1.081671953201294,"80 1247453.375 +81 1247709.500 +82 1247453.375 +83 1247453.375 +84 1247741.500 +85 1247453.375 +86 1247453.375 +87 1247453.375 +88 1247453.375 +89 1247453.375 +90 1247741.500 +91 1247709.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,Prophet,0.9283962249755859,"80 841568.5625 +81 808705.6250 +82 808705.6250 +83 808705.6250 +84 812027.3750 +85 860324.5000 +86 860324.5000 +87 860324.5000 +88 860324.5000 +89 808705.6250 +90 808705.6250 +91 808705.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.245295763015747,"80 53532.992188 +81 48323.414062 +82 38776.562500 +83 39543.453125 +84 39369.218750 +85 32639.378906 +86 37724.078125 +87 53114.429688 +88 53343.078125 +89 53342.968750 +90 53463.296875 +91 53593.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ITR,XGBoost,2.2440640926361084,"75 92612.171875 +76 191522.390625 +77 887212.437500 +78 777765.500000 +79 777838.625000 +80 777725.062500 +81 777756.250000 +82 777785.687500 +83 777749.625000 +84 777726.500000 +85 778091.375000 +86 778103.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Transferencias LC 61_1989,HWES,1.3653380870819092,"38 13985.458984 +39 13584.064453 +40 13985.528320 +41 13985.528320 +42 13985.516602 +43 13584.064453 +44 13985.528320 +45 13583.943359 +46 13584.180664 +47 13584.078125 +48 13584.078125 +49 13583.943359 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,IPTU,XGBoost,1.6742308139801025,"107 114046.242188 +108 187601.046875 +109 179775.453125 +110 613733.125000 +111 597570.375000 +112 180929.546875 +113 187263.578125 +114 185315.156250 +115 184677.843750 +116 186819.515625 +117 185311.937500 +118 187263.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ISS,SARIMAX,0.961613655090332,"108 251165.53125 +109 304976.65625 +110 251235.40625 +111 304977.87500 +112 304977.28125 +113 308556.50000 +114 304976.65625 +115 308556.50000 +116 308556.50000 +117 308556.50000 +118 308556.50000 +119 308556.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ITBI,XGBoost,2.710602283477783,"108 1.346913e+06 +109 4.618416e+05 +110 4.640305e+05 +111 4.606047e+05 +112 4.638674e+05 +113 1.095900e+06 +114 1.090878e+06 +115 4.640305e+05 +116 1.362027e+05 +117 4.643027e+05 +118 1.394058e+05 +119 4.636914e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,IRRF,Prophet,1.3594064712524414,"108 209629.156250 +109 187528.875000 +110 202685.718750 +111 191244.500000 +112 192621.203125 +113 182918.250000 +114 191948.859375 +115 191948.859375 +116 206628.296875 +117 187528.875000 +118 191212.656250 +119 378301.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do FPM,SARIMAX,1.3766310214996338,"108 2749302.750 +109 3787537.500 +110 2212391.250 +111 2366038.000 +112 2749353.750 +113 2631617.250 +114 2749353.750 +115 2212391.250 +116 2212071.250 +117 2047364.875 +118 2749353.750 +119 3787537.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,HWES,0.9592463970184326,"108 2607247.75 +109 2242504.00 +110 2241546.75 +111 2422749.50 +112 2443902.75 +113 2425425.25 +114 2422749.50 +115 2430679.75 +116 2430679.75 +117 2426078.75 +118 2416373.75 +119 2426078.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,MLP,2.4829893112182617,"108 595276.231577 +109 196377.542315 +110 255280.862264 +111 464262.019427 +112 358468.697045 +113 183371.491297 +114 149148.293412 +115 98654.736914 +116 69724.394653 +117 81915.293926 +118 56073.528530 +119 480182.651701 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ITR,MLP,2.125962734222412,"36 33488.808139 +37 3594.866900 +38 974.797264 +39 3695.425851 +40 2909.010455 +41 4275.390335 +42 1075.775861 +43 6048.754104 +44 87604.831072 +45 397731.689324 +46 48898.671084 +47 50927.539344 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Transferencias LC 61_1989,XGBoost,0.8713817596435547,"60 21792.816406 +61 22053.546875 +62 23110.857422 +63 25073.412109 +64 19136.033203 +65 18322.843750 +66 22264.208984 +67 23383.357422 +68 20881.552734 +69 17926.085938 +70 23110.857422 +71 21859.310547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,IPTU,MLP,1.6384785175323486,"98 30187.085375 +99 31192.071811 +100 38206.682078 +101 54955.610192 +102 125599.994588 +103 62387.236367 +104 26206.456752 +105 24814.485955 +106 25719.981766 +107 29026.437816 +108 32687.379047 +109 35955.176724 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ISS,SARIMAX,1.070831060409546,"108 86549.460938 +109 86818.375000 +110 86813.750000 +111 86350.453125 +112 86350.453125 +113 86549.460938 +114 113866.414062 +115 86549.460938 +116 86549.460938 +117 114108.148438 +118 86549.460938 +119 86549.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ITBI,SARIMAX,1.5654208660125732,"106 24129.748047 +107 16694.287109 +108 16416.007812 +109 16695.865234 +110 18346.578125 +111 23624.173828 +112 18353.390625 +113 22925.007812 +114 22587.607422 +115 19800.876953 +116 17817.505859 +117 23791.990234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,IRRF,Prophet,1.658738374710083,"108 71176.898438 +109 71068.164062 +110 119216.335938 +111 71068.164062 +112 71068.164062 +113 71068.164062 +114 119216.335938 +115 136158.718750 +116 71068.164062 +117 71068.164062 +118 71068.164062 +119 136158.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do FPM,SARIMAX,1.0196082592010498,"108 1.388627e+06 +109 1.893768e+06 +110 1.098607e+06 +111 1.199798e+06 +112 1.388627e+06 +113 1.374069e+06 +114 1.388628e+06 +115 1.098607e+06 +116 1.102105e+06 +117 1.030571e+06 +118 1.388627e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,HWES,1.9303321838378906,"108 733740.8125 +109 569134.1875 +110 612593.6250 +111 729837.5000 +112 812489.4375 +113 733676.8125 +114 729837.5000 +115 814045.4375 +116 814045.4375 +117 800598.6875 +118 733651.1875 +119 800598.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,MLP,1.9255716800689697,"108 160939.155802 +109 41633.139395 +110 56877.889851 +111 82465.321313 +112 64801.744971 +113 32964.776387 +114 30122.417343 +115 31120.105403 +116 24227.409925 +117 26938.813599 +118 24080.092379 +119 131174.396697 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ITR,SARIMAX,1.3272719383239746,"95 242.837646 +96 7.987923 +97 486.723755 +98 -76.627251 +99 7.987923 +100 405.635742 +101 7.991858 +102 86.314941 +103 215.627991 +104 2634.674805 +105 193.285492 +106 171.996078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Transferencias LC 61_1989,Prophet,1.430466890335083,"108 6508.465332 +109 6493.530273 +110 6863.926758 +111 5494.507812 +112 6688.125000 +113 5299.949707 +114 7221.898438 +115 6003.118164 +116 5508.425781 +117 7095.279785 +118 6758.211426 +119 7541.146973 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,IPTU,MLP,2.192269802093506,"91 47011.072997 +92 46375.069950 +93 78009.225381 +94 59659.210052 +95 74808.521714 +96 199684.545070 +97 51139.327602 +98 62312.345418 +99 58045.433570 +100 45656.997852 +101 50068.954414 +102 50962.347828 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ISS,SARIMAX,2.0101675987243652,"108 128830.656250 +109 128837.296875 +110 133922.968750 +111 133922.968750 +112 133920.562500 +113 133922.968750 +114 133920.562500 +115 133920.562500 +116 133920.562500 +117 128849.046875 +118 133920.562500 +119 133920.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ITBI,XGBoost,1.1214098930358887,"108 28474.380859 +109 48784.867188 +110 38861.699219 +111 41000.140625 +112 48626.332031 +113 41383.500000 +114 41383.570312 +115 47428.437500 +116 39582.656250 +117 41383.570312 +118 28176.892578 +119 38601.472656 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,IRRF,SARIMAX,1.819213628768921,"106 66521.140625 +107 66812.906250 +108 64552.156250 +109 66521.140625 +110 64552.156250 +111 64552.156250 +112 64552.156250 +113 64552.156250 +114 64552.156250 +115 64552.156250 +116 64552.156250 +117 86713.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do FPM,SARIMAX,1.2007255554199219,"108 1356258.250 +109 1893784.000 +110 1095141.250 +111 1182924.000 +112 1356273.750 +113 1346139.375 +114 1356273.750 +115 1095141.250 +116 1093576.000 +117 1052030.875 +118 1356273.750 +119 1893784.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,HWES,1.2720096111297607,"108 1.027112e+06 +109 8.552272e+05 +110 8.269046e+05 +111 1.022096e+06 +112 9.314296e+05 +113 9.215434e+05 +114 1.030219e+06 +115 9.518118e+05 +116 9.518118e+05 +117 9.287902e+05 +118 9.894153e+05 +119 8.984623e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,MLP,1.9019734859466553,"108 547051.254035 +109 217196.809357 +110 250395.348805 +111 486520.130769 +112 450734.163261 +113 258235.420068 +114 170581.402437 +115 143241.424883 +116 120559.464979 +117 103918.214067 +118 94898.619615 +119 480612.645365 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ITR,MLP,2.0864944458007812,"106 21043.729886 +107 41644.659952 +108 46979.394150 +109 20510.555391 +110 20563.117140 +111 30055.007080 +112 34194.738041 +113 112220.906858 +114 101315.388090 +115 324188.441338 +116 46695.825428 +117 37828.193610 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Transferencias LC 61_1989,Prophet,0.87540602684021,"60 7598.089355 +61 8499.165039 +62 7666.561523 +63 7598.089355 +64 7339.615234 +65 7339.615234 +66 7339.684082 +67 7339.615234 +68 7339.731445 +69 7598.089355 +70 7339.615234 +71 7339.684082 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,IPTU,MLP,1.7813704013824463,"104 90746.096662 +105 97309.221267 +106 129721.777567 +107 486815.877807 +108 101632.339444 +109 99220.335645 +110 103807.627080 +111 105675.033562 +112 98580.501007 +113 112311.223067 +114 113366.940844 +115 115253.981937 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ISS,XGBoost,1.6976747512817383,"108 84551.078125 +109 82854.445312 +110 84569.328125 +111 84569.328125 +112 84569.328125 +113 112921.000000 +114 84569.328125 +115 84551.078125 +116 112990.140625 +117 82281.796875 +118 82298.515625 +119 84569.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ITBI,XGBoost,1.7191143035888672,"107 9413.219727 +108 8316.059570 +109 6455.121094 +110 11509.896484 +111 9412.620117 +112 8382.238281 +113 8986.830078 +114 10314.986328 +115 5270.204102 +116 7696.224609 +117 11737.690430 +118 13854.844727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,IRRF,XGBoost,1.0762269496917725,"108 8124.712402 +109 132038.421875 +110 132011.671875 +111 132011.671875 +112 132011.671875 +113 132011.671875 +114 132011.671875 +115 132011.671875 +116 132011.671875 +117 125328.710938 +118 132038.421875 +119 132038.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do FPM,SARIMAX,1.0086333751678467,"108 1342590.375 +109 1893766.500 +110 1033830.000 +111 1271406.500 +112 1342790.875 +113 1269557.000 +114 1342790.875 +115 1033830.000 +116 1014842.625 +117 1064244.125 +118 1342790.875 +119 1893766.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,HWES,1.1224324703216553,"108 618812.7500 +109 602785.2500 +110 596714.4375 +111 650228.6875 +112 681638.8750 +113 634200.9375 +114 678584.8125 +115 666164.4375 +116 666164.4375 +117 638118.9375 +118 682379.5000 +119 638118.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,MLP,2.0585124492645264,"107 225118.739523 +108 65090.642267 +109 87700.318542 +110 116154.468942 +111 81906.891024 +112 41186.102042 +113 33715.089670 +114 33144.695274 +115 29263.365186 +116 35258.535525 +117 27960.811145 +118 249640.993920 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do ITR,XGBoost,1.6038055419921875,"96 115.953987 +97 105.643066 +98 108.396286 +99 109.255730 +100 109.107430 +101 103.822395 +102 113.364075 +103 118.655762 +104 133.359283 +105 256.180359 +106 136.420883 +107 108.180679 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Transferencias LC 61_1989,HWES,1.3521745204925537,"96 5405.288574 +97 6456.749512 +98 5733.423340 +99 4813.138184 +100 4831.114746 +101 5297.798828 +102 5281.990723 +103 4929.345215 +104 4921.748535 +105 5422.604492 +106 5618.551758 +107 6010.469238 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,IPTU,AR,1.7468736171722412,"108 1.049752e+07 +109 2.117738e+06 +110 1.009290e+06 +111 1.103418e+06 +112 1.533328e+06 +113 1.126810e+06 +114 1.497542e+06 +115 1.147012e+06 +116 1.145654e+06 +117 1.126817e+06 +118 1.126817e+06 +119 2.558320e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ISS,HWES,1.3002166748046875,"108 145198.781250 +109 153788.484375 +110 153788.484375 +111 153788.843750 +112 144135.593750 +113 144433.203125 +114 149694.125000 +115 150148.718750 +116 149684.281250 +117 149684.281250 +118 149405.781250 +119 149173.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ITBI,SES,1.3895106315612793,"108 262864.937500 +109 261827.375000 +110 278493.187500 +111 266212.593750 +112 278495.437500 +113 247294.828125 +114 267620.312500 +115 247402.656250 +116 267620.312500 +117 266530.343750 +118 250315.453125 +119 248833.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,IRRF,XGBoost,1.1054229736328125,"108 402015.8125 +109 403783.5000 +110 401947.8125 +111 403783.5000 +112 403825.8125 +113 403825.8125 +114 403783.5000 +115 441790.5625 +116 403822.3125 +117 403783.5000 +118 403783.5000 +119 389802.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do FPM,SARIMAX,1.0830464363098145,"107 1731615.375 +108 2525024.250 +109 1465508.375 +110 1604507.125 +111 1727546.875 +112 1734485.125 +113 1727546.875 +114 1465508.375 +115 1465508.375 +116 1455263.125 +117 1731615.375 +118 2525024.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,HWES,1.0574016571044922,"108 501498.93750 +109 458424.03125 +110 472589.84375 +111 507839.68750 +112 514386.75000 +113 502785.03125 +114 502355.90625 +115 507838.06250 +116 507838.06250 +117 482185.25000 +118 502518.90625 +119 482185.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,XGBoost,1.9775407314300537,"108 220315.000000 +109 162730.359375 +110 242583.421875 +111 218254.546875 +112 247831.687500 +113 147071.843750 +114 119860.125000 +115 69458.804688 +116 68895.414062 +117 48912.910156 +118 48661.632812 +119 216975.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ITR,XGBoost,1.6799979209899902,"94 2014.990601 +95 674.719482 +96 903.519226 +97 919.076904 +98 1094.951904 +99 1011.410156 +100 1006.488098 +101 601.909424 +102 1139.640869 +103 1009.979858 +104 355.364838 +105 400.723175 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,IPTU,MLP,1.9766087532043457,"107 20689.467677 +108 63405.320072 +109 221417.207628 +110 41773.323833 +111 23482.678123 +112 28549.894082 +113 36346.971716 +114 24617.532646 +115 43826.594076 +116 39570.163239 +117 40059.300843 +118 32190.413333 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ISS,XGBoost,1.5538151264190674,"107 51569.566406 +108 51660.789062 +109 51574.781250 +110 51299.730469 +111 51619.093750 +112 51299.730469 +113 51299.730469 +114 51574.898438 +115 51299.730469 +116 51569.566406 +117 51569.566406 +118 51569.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ITBI,XGBoost,1.0309839248657227,"107 48022.644531 +108 41064.808594 +109 39094.699219 +110 38629.578125 +111 109862.906250 +112 35566.921875 +113 35567.546875 +114 59163.441406 +115 35525.417969 +116 24537.552734 +117 24423.318359 +118 24545.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,IRRF,XGBoost,1.0682461261749268,"102 101459.281250 +103 86137.484375 +104 101376.296875 +105 101376.296875 +106 101390.812500 +107 101392.015625 +108 101392.015625 +109 101392.015625 +110 101392.015625 +111 101376.296875 +112 101392.015625 +113 101376.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do FPM,SARIMAX,1.5012381076812744,"108 1.277519e+06 +109 1.312122e+06 +110 1.093992e+06 +111 1.167068e+06 +112 1.277581e+06 +113 1.232639e+06 +114 9.100248e+05 +115 1.117317e+06 +116 9.103652e+05 +117 9.440662e+05 +118 1.239619e+06 +119 1.239619e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,HWES,0.863384485244751,"108 507746.68750 +109 421690.71875 +110 434570.75000 +111 523823.03125 +112 614406.25000 +113 533260.50000 +114 523823.03125 +115 614406.06250 +116 614406.25000 +117 802587.43750 +118 523772.15625 +119 802575.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,MLP,0.9693965911865234,"73 20774.492500 +74 37331.428077 +75 48936.166017 +76 48508.243230 +77 40744.194221 +78 41354.147757 +79 47584.318152 +80 52078.626821 +81 50726.335350 +82 55078.950518 +83 58338.589887 +84 33688.918501 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do ITR,XGBoost,2.2914185523986816,"89 289.144226 +90 288.298798 +91 436.758179 +92 190.593765 +93 188.198624 +94 190.291443 +95 187.697571 +96 279.660126 +97 139.158188 +98 155.471710 +99 234.937744 +100 276.336182 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Transferencias LC 61_1989,XGBoost,1.8415069580078125,"106 5880.305664 +107 4281.513184 +108 6051.794434 +109 6171.956055 +110 6414.028320 +111 5980.269043 +112 5983.041504 +113 5955.056152 +114 5958.971191 +115 5136.901855 +116 6001.240234 +117 6022.607910 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,IPTU,SARIMAX,1.0279419422149658,"104 20392.597656 +105 25013.824219 +106 141867.453125 +107 16852.339844 +108 18918.253906 +109 20016.154297 +110 17972.687500 +111 20187.875000 +112 20016.152344 +113 23044.025391 +114 13002.214844 +115 20359.126953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ISS,SARIMAX,1.345874309539795,"108 37377.160156 +109 37463.621094 +110 44912.554688 +111 37689.734375 +112 44912.554688 +113 44759.546875 +114 44912.554688 +115 44912.554688 +116 37672.593750 +117 37689.734375 +118 44974.062500 +119 44912.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ITBI,Prophet,1.2976365089416504,"107 5436.503418 +108 20795.207031 +109 7778.916992 +110 12693.537109 +111 10034.607422 +112 16811.001953 +113 16014.109375 +114 13747.515625 +115 15606.527344 +116 15576.394531 +117 13156.491211 +118 12761.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,IRRF,Prophet,1.2567389011383057,"107 89588.218750 +108 111803.507812 +109 113833.140625 +110 89347.585938 +111 113833.140625 +112 111803.507812 +113 111803.507812 +114 89338.257812 +115 111803.507812 +116 111803.507812 +117 111803.507812 +118 113833.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do FPM,SARIMAX,1.8427090644836426,"108 1448542.875 +109 1893607.375 +110 1120323.125 +111 1297949.125 +112 1589042.375 +113 1243857.375 +114 1641321.125 +115 1120323.125 +116 1122266.125 +117 1118797.000 +118 1589042.375 +119 1893607.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,HWES,1.3140559196472168,"108 585204.8125 +109 447034.1250 +110 602882.2500 +111 604555.6250 +112 572058.6250 +113 580575.3750 +114 593941.5000 +115 607206.7500 +116 607194.1250 +117 572057.6250 +118 581321.1250 +119 572057.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,MLP,1.7369227409362793,"105 91186.007781 +106 50847.257023 +107 64990.966669 +108 92985.646074 +109 72314.419604 +110 48181.275094 +111 41369.491470 +112 44239.210465 +113 33790.668160 +114 36118.301693 +115 34451.727545 +116 66592.779666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ITR,HWES,1.9551174640655518,"84 291.526337 +85 10926.232422 +86 370.353088 +87 1686.553101 +88 10521.942383 +89 314.859802 +90 281.685394 +91 268.780365 +92 282.565186 +93 370.353088 +94 10411.807617 +95 340.700470 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Transferencias LC 61_1989,XGBoost,1.7818264961242676,"72 5047.325195 +73 4978.144043 +74 3853.415527 +75 3982.809570 +76 5118.090820 +77 4176.746582 +78 3750.206543 +79 4966.149414 +80 5185.079590 +81 4946.774902 +82 5288.498535 +83 5390.436035 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,IPTU,SARIMAX,1.832927942276001,"107 2.296959e+05 +108 5.173538e+05 +109 1.653548e+06 +110 3.692781e+05 +111 6.446718e+05 +112 4.674826e+05 +113 5.638806e+05 +114 5.253076e+05 +115 3.033206e+05 +116 3.033206e+05 +117 3.035601e+05 +118 3.035601e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ISS,MLP,1.3536012172698975,"108 333283.644297 +109 326903.403474 +110 328472.410042 +111 291769.686662 +112 305375.058565 +113 289342.089910 +114 272358.425961 +115 281011.558992 +116 279798.106770 +117 269653.567053 +118 258284.413292 +119 246566.695172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ITBI,XGBoost,1.4215290546417236,"108 465218.06250 +109 433898.43750 +110 435633.25000 +111 433678.53125 +112 435468.93750 +113 435070.59375 +114 428777.75000 +115 435896.18750 +116 435633.31250 +117 433931.43750 +118 435633.31250 +119 435070.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,IRRF,MLP,2.0392918586730957,"105 393934.899717 +106 429496.832204 +107 447985.668525 +108 452405.872904 +109 460449.341057 +110 469861.438562 +111 466394.457214 +112 516398.905299 +113 498961.779111 +114 503338.115999 +115 543485.261237 +116 654695.971190 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do FPM,SARIMAX,1.2033510208129883,"108 2541701.50 +109 4397874.50 +110 2513732.25 +111 2541701.50 +112 3431427.50 +113 3146413.00 +114 3431427.50 +115 2513732.25 +116 2508381.50 +117 2541701.50 +118 3041104.50 +119 4397874.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,MLP,1.3416411876678467,"108 3.296145e+06 +109 3.245364e+06 +110 3.295068e+06 +111 3.385508e+06 +112 3.400142e+06 +113 3.320133e+06 +114 3.360431e+06 +115 3.365088e+06 +116 3.318810e+06 +117 3.332284e+06 +118 3.217178e+06 +119 3.268564e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,XGBoost,3.162344217300415,"108 643385.812500 +109 278304.312500 +110 737513.625000 +111 643401.062500 +112 659956.625000 +113 267381.250000 +114 276233.218750 +115 142420.656250 +116 160541.468750 +117 205042.328125 +118 101738.335938 +119 749295.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ITR,HWES,2.8757381439208984,"108 6.493465e+04 +109 9.215043e+04 +110 1.141333e+05 +111 1.145929e+05 +112 1.121395e+05 +113 1.134615e+05 +114 1.145929e+05 +115 1.145966e+05 +116 3.534906e+05 +117 2.758879e+06 +118 3.534906e+05 +119 3.527960e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Transferencias LC 61_1989,AR,1.2677557468414307,"108 35858.921875 +109 37525.175781 +110 36856.300781 +111 36558.699219 +112 39166.375000 +113 33849.226562 +114 33141.078125 +115 34510.046875 +116 33203.203125 +117 32887.687500 +118 37661.730469 +119 35795.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,IPTU,MLP,2.846972942352295,"84 120437.717011 +85 127139.168842 +86 266896.985322 +87 612027.662059 +88 170823.131967 +89 164467.911303 +90 162022.023486 +91 171235.275263 +92 161448.909279 +93 172874.315400 +94 168006.119272 +95 179671.685602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ISS,AR,2.3078529834747314,"84 49349.414062 +85 34796.730469 +86 34796.730469 +87 36894.566406 +88 43655.046875 +89 34746.144531 +90 36259.929688 +91 41893.234375 +92 34353.214844 +93 36898.785156 +94 38537.632812 +95 36584.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ITBI,XGBoost,1.2801792621612549,"84 794682.0625 +85 794682.0625 +86 794911.6250 +87 794911.6875 +88 794682.0625 +89 794911.6250 +90 794911.6875 +91 794920.5625 +92 794911.3125 +93 794834.5000 +94 794680.6250 +95 794946.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,IRRF,SARIMAX,1.1233174800872803,"84 83605.351562 +85 99466.593750 +86 83605.351562 +87 83605.351562 +88 96572.015625 +89 83605.351562 +90 83605.351562 +91 83605.351562 +92 83605.351562 +93 96572.015625 +94 99466.593750 +95 118532.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do FPM,SARIMAX,1.4915618896484375,"83 1.554116e+06 +84 1.893654e+06 +85 2.031720e+06 +86 1.237645e+06 +87 1.526547e+06 +88 1.526546e+06 +89 1.526618e+06 +90 2.014435e+06 +91 1.184088e+06 +92 1.034095e+06 +93 1.526547e+06 +94 1.773594e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,Prophet,1.215108871459961,"84 675729.3125 +85 616082.3750 +86 616417.5000 +87 802946.5625 +88 802946.5625 +89 819348.0000 +90 802087.4375 +91 802944.4375 +92 802944.4375 +93 802946.5625 +94 819348.0000 +95 802946.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,XGBoost,1.1442952156066895,"73 69934.265625 +74 35709.148438 +75 35388.398438 +76 34440.894531 +77 35427.996094 +78 47030.070312 +79 43304.355469 +80 42452.500000 +81 43743.945312 +82 38451.335938 +83 33239.386719 +84 58393.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do ITR,SARIMAX,2.341416358947754,"77 28990.599609 +78 30621.349609 +79 26893.408203 +80 5727.599121 +81 5631.178223 +82 11601.477539 +83 5706.671387 +84 13474.891602 +85 19083.126953 +86 794613.312500 +87 18403.304688 +88 18403.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Transferencias LC 61_1989,XGBoost,1.514106273651123,"84 6673.904297 +85 6200.918945 +86 6386.781738 +87 6672.102051 +88 6909.589355 +89 6689.745605 +90 6672.563965 +91 6888.746094 +92 6926.184570 +93 6667.229492 +94 6386.781738 +95 6672.563965 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,IPTU,Prophet,2.0794179439544678,"102 23108.111328 +103 22625.126953 +104 22625.126953 +105 22620.712891 +106 22804.990234 +107 97203.187500 +108 719086.625000 +109 83275.281250 +110 83275.281250 +111 83275.281250 +112 83275.281250 +113 83275.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ISS,Prophet,2.199152708053589,"108 135149.750000 +109 127516.234375 +110 127516.234375 +111 135030.062500 +112 135076.375000 +113 126972.726562 +114 135030.062500 +115 128029.585938 +116 135030.062500 +117 126972.726562 +118 135030.062500 +119 126972.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ITBI,SARIMAX,1.6239776611328125,"107 40325.183594 +108 46619.812500 +109 36420.945312 +110 35997.617188 +111 32296.525391 +112 36151.160156 +113 36151.160156 +114 40769.000000 +115 35928.863281 +116 36151.160156 +117 36756.859375 +118 36756.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,IRRF,SARIMAX,1.4667627811431885,"108 204887.156250 +109 204894.265625 +110 204887.156250 +111 204887.156250 +112 204894.265625 +113 168843.890625 +114 168843.890625 +115 204887.156250 +116 204894.265625 +117 204894.265625 +118 204887.156250 +119 204894.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do FPM,SARIMAX,1.3729710578918457,"108 1338121.500 +109 1893774.750 +110 1057319.000 +111 1145911.125 +112 1338128.000 +113 1319526.875 +114 1338128.000 +115 1057319.000 +116 1085326.500 +117 1054730.250 +118 1338128.000 +119 1893774.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,HWES,1.1196963787078857,"108 2199533.000 +109 1989422.875 +110 1982333.250 +111 2256377.250 +112 2352479.500 +113 2286642.750 +114 2256377.250 +115 2351585.000 +116 2351585.000 +117 2280759.000 +118 2275700.250 +119 2280759.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,MLP,1.924098253250122,"108 314377.148650 +109 145623.428787 +110 236641.588052 +111 305349.127038 +112 289458.084060 +113 80627.844937 +114 55897.502164 +115 72014.477772 +116 68161.046668 +117 52158.966881 +118 49171.033600 +119 385948.259610 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do ITR,SES,2.2663707733154297,"87 820.097168 +88 1270.048462 +89 1468.828613 +90 1178.672729 +91 1478.266846 +92 1323.351318 +93 2347.562256 +94 170.842087 +95 83.666122 +96 1250.507324 +97 1497.869263 +98 1436.937622 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Transferencias LC 61_1989,SES,1.629098653793335,"108 13039.362305 +109 17990.525391 +110 19703.828125 +111 20918.984375 +112 19917.552734 +113 20041.916016 +114 20163.316406 +115 21657.517578 +116 22692.021484 +117 22460.509766 +118 24588.722656 +119 22875.892578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,MLP,1.6872446537017822,"96 195383.892183 +97 365921.617830 +98 59349.780874 +99 42878.872611 +100 51306.844093 +101 48784.157103 +102 44989.064958 +103 33057.933565 +104 37976.785065 +105 40552.509274 +106 32344.645602 +107 30359.926127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,SARIMAX,1.5845112800598145,"96 47297.375000 +97 46873.906250 +98 47163.156250 +99 30060.304688 +100 46873.906250 +101 46873.906250 +102 47301.339844 +103 47301.339844 +104 47297.375000 +105 46693.566406 +106 47298.269531 +107 47297.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,XGBoost,1.852790117263794,"94 16136.675781 +95 11158.466797 +96 14342.825195 +97 13638.965820 +98 8392.082031 +99 14084.407227 +100 14192.992188 +101 15117.156250 +102 8165.312988 +103 13922.689453 +104 15059.337891 +105 15113.581055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,IRRF,MLP,1.0856800079345703,"96 41014.443298 +97 38507.825888 +98 38410.322268 +99 37271.454325 +100 35695.861327 +101 34799.491401 +102 32752.416595 +103 29519.186983 +104 28283.057228 +105 25993.807172 +106 17829.111842 +107 17626.478917 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do FPM,XGBoost,1.0688319206237793,"96 1422847.125 +97 1811478.625 +98 1377088.875 +99 1422847.125 +100 1811478.625 +101 1811506.375 +102 1811478.625 +103 1811506.375 +104 1379431.250 +105 1377231.500 +106 1811478.625 +107 1811478.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0181934833526611,"96 411870.40625 +97 474942.53125 +98 471330.03125 +99 456667.87500 +100 475505.59375 +101 474942.53125 +102 456667.87500 +103 474942.53125 +104 455594.37500 +105 455594.37500 +106 400378.68750 +107 471401.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,MLP,1.8815841674804688,"96 135045.525135 +97 63761.892574 +98 70654.100121 +99 98771.691579 +100 115800.730887 +101 34658.267215 +102 41402.256029 +103 45502.887295 +104 25318.157920 +105 26758.095515 +106 29177.681611 +107 242350.244113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ITR,XGBoost,2.0275309085845947,"75 -2.555226 +76 77.645882 +77 3441.508057 +78 4181.051758 +79 2086.261719 +80 2138.087646 +81 195.839096 +82 194.971329 +83 91.663895 +84 77.645882 +85 297.060730 +86 286.856628 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Transferencias LC 61_1989,XGBoost,1.4387829303741455,"48 4233.680176 +49 4259.323730 +50 4260.329590 +51 4235.168945 +52 4249.653809 +53 5178.604980 +54 4248.190430 +55 5141.160645 +56 4248.184570 +57 4233.680176 +58 5100.184082 +59 4248.179199 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,SARIMAX,1.4120500087738037,"105 26150.384766 +106 27418.525391 +107 97334.734375 +108 139250.015625 +109 139250.015625 +110 139244.296875 +111 24607.082031 +112 64709.207031 +113 54591.273438 +114 97334.734375 +115 92394.101562 +116 54591.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ISS,MLP,2.1346065998077393,"108 54314.517576 +109 54119.343774 +110 57078.259122 +111 58191.102904 +112 54001.317235 +113 61418.714012 +114 58125.691710 +115 51651.317808 +116 48085.486082 +117 42774.247595 +118 40056.988548 +119 29469.491180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,XGBoost,2.3969132900238037,"108 19155.066406 +109 5794.062988 +110 6430.278809 +111 8968.147461 +112 1511.455688 +113 27551.132812 +114 16916.509766 +115 51275.601562 +116 9693.970703 +117 46525.261719 +118 10522.693359 +119 6385.935547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,IRRF,AR,1.4839632511138916,"108 197148.21875 +109 197148.21875 +110 197148.21875 +111 197148.21875 +112 197144.81250 +113 197148.21875 +114 197148.21875 +115 197148.21875 +116 197148.21875 +117 197148.21875 +118 197144.81250 +119 197148.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1991069316864014,"108 1.385229e+06 +109 1.893769e+06 +110 1.051037e+06 +111 1.173044e+06 +112 1.386576e+06 +113 1.367242e+06 +114 1.386576e+06 +115 1.051037e+06 +116 1.051666e+06 +117 9.725218e+05 +118 1.386576e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,HWES,1.24737548828125,"108 651226.9375 +109 562711.6250 +110 601112.7500 +111 630011.1875 +112 666837.6250 +113 628573.8750 +114 664981.1875 +115 665270.2500 +116 665270.2500 +117 666832.6250 +118 651238.5000 +119 649052.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,XGBoost,1.204005241394043,"108 90914.500000 +109 59246.519531 +110 53088.656250 +111 91560.445312 +112 90908.804688 +113 28565.234375 +114 28565.234375 +115 24969.875000 +116 13943.053711 +117 7482.503418 +118 5241.058105 +119 90908.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ITR,XGBoost,1.637397289276123,"33 30102.523438 +34 30107.375000 +35 30098.277344 +36 118449.750000 +37 118450.109375 +38 118450.109375 +39 118450.109375 +40 118450.109375 +41 118450.109375 +42 118450.109375 +43 118450.109375 +44 118450.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Transferencias LC 61_1989,XGBoost,1.7471787929534912,"108 6397.031250 +109 5360.230957 +110 5070.255859 +111 6173.453125 +112 5279.086914 +113 6121.507324 +114 6056.904297 +115 5207.025391 +116 6179.464844 +117 6201.857422 +118 5501.099609 +119 6261.498047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,IPTU,XGBoost,1.8798460960388184,"108 1.193494e+06 +109 7.092084e+06 +110 9.769958e+05 +111 1.018574e+06 +112 7.891168e+05 +113 9.769958e+05 +114 9.389222e+05 +115 8.014259e+05 +116 9.252362e+05 +117 8.013935e+05 +118 1.021316e+06 +119 8.013935e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ISS,SARIMAX,1.618523359298706,"108 1418283.50 +109 1601301.00 +110 1418283.50 +111 1601301.00 +112 1554946.25 +113 1701799.00 +114 1418283.50 +115 1701799.00 +116 1418283.50 +117 1701799.00 +118 1701799.00 +119 1701799.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ITBI,SARIMAX,1.5487697124481201,"108 287038.312500 +109 287527.843750 +110 293300.406250 +111 292090.125000 +112 293545.875000 +113 172248.671875 +114 196520.203125 +115 170746.296875 +116 170969.578125 +117 212966.625000 +118 191265.078125 +119 190688.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,IRRF,Prophet,1.0749268531799316,"107 8.859683e+05 +108 1.094514e+06 +109 1.094514e+06 +110 8.829969e+05 +111 1.094514e+06 +112 1.094514e+06 +113 8.829969e+05 +114 1.094514e+06 +115 1.094514e+06 +116 1.094514e+06 +117 1.094514e+06 +118 1.094514e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do FPM,SARIMAX,1.0902671813964844,"108 3960212.75 +109 6279163.50 +110 3213562.75 +111 3960199.00 +112 4299307.50 +113 3213562.75 +114 6279163.50 +115 3213562.75 +116 4033486.00 +117 3213562.75 +118 4299307.50 +119 6279163.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,HWES,1.152358055114746,"108 3606080.25 +109 3117999.00 +110 3559521.00 +111 3726094.25 +112 3715095.25 +113 3629254.75 +114 3726083.25 +115 3715095.25 +116 3715095.25 +117 3703570.25 +118 4117777.00 +119 3709763.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,MLP,2.031818151473999,"108 2.472012e+06 +109 1.058006e+06 +110 1.124185e+06 +111 1.678266e+06 +112 1.460745e+06 +113 7.107747e+05 +114 6.022885e+05 +115 4.469395e+05 +116 3.486729e+05 +117 3.005978e+05 +118 2.556145e+05 +119 1.985424e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do ITR,SARIMAX,2.510676383972168,"48 38474.125000 +49 37976.914062 +50 37976.914062 +51 37976.914062 +52 38014.574219 +53 37007.605469 +54 38024.531250 +55 38474.125000 +56 113716.609375 +57 560330.312500 +58 38474.125000 +59 38474.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Transferencias LC 61_1989,XGBoost,1.1086392402648926,"108 39085.816406 +109 38701.964844 +110 38530.316406 +111 38527.609375 +112 38809.351562 +113 32482.757812 +114 41266.500000 +115 33898.500000 +116 34880.703125 +117 29895.269531 +118 38575.742188 +119 36050.011719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,XGBoost,1.2732913494110107,"97 9030.362305 +98 16286.626953 +99 16290.866211 +100 12459.889648 +101 10855.030273 +102 11589.904297 +103 10981.569336 +104 10952.239258 +105 10097.883789 +106 12311.131836 +107 11736.671875 +108 12311.131836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ISS,SARIMAX,1.8817470073699951,"108 12508.187500 +109 10162.546875 +110 12758.094727 +111 12704.723633 +112 9994.983398 +113 10182.375000 +114 16479.964844 +115 16649.482422 +116 13401.306641 +117 13585.721680 +118 13689.156250 +119 11273.001953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,XGBoost,1.4009194374084473,"98 2753.659180 +99 2753.738770 +100 5051.558105 +101 5403.594727 +102 4236.045898 +103 6255.536133 +104 6691.169434 +105 6686.995117 +106 6705.939941 +107 5622.624023 +108 5439.191895 +109 6298.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,IRRF,XGBoost,1.1960375308990479,"108 93005.351562 +109 61266.625000 +110 61266.625000 +111 59728.234375 +112 63783.933594 +113 64629.316406 +114 64255.898438 +115 64255.898438 +116 64629.316406 +117 59728.796875 +118 64629.316406 +119 59728.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do FPM,SARIMAX,1.4777789115905762,"108 1365193.875 +109 1893891.750 +110 1063784.125 +111 1181682.750 +112 1365316.750 +113 1347941.750 +114 1365316.750 +115 1063784.125 +116 1064252.875 +117 1010724.125 +118 1365316.750 +119 1893891.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,HWES,1.194671392440796,"108 422979.18750 +109 397611.53125 +110 399150.31250 +111 401556.71875 +112 398338.84375 +113 463581.56250 +114 400051.03125 +115 401556.71875 +116 401556.71875 +117 398338.81250 +118 391558.68750 +119 401556.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,SARIMAX,1.3222110271453857,"108 178474.218750 +109 178775.812500 +110 178472.312500 +111 178503.171875 +112 178441.750000 +113 178474.515625 +114 178360.484375 +115 178372.296875 +116 178553.828125 +117 178553.828125 +118 178364.500000 +119 178474.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ITR,AR,1.6327273845672607,"80 78.809792 +81 82.018486 +82 10.443864 +83 38.081787 +84 187.650238 +85 1314.527344 +86 1441.800903 +87 1147.532593 +88 18.124235 +89 188.046432 +90 1319.145142 +91 1441.793579 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Transferencias LC 61_1989,XGBoost,1.5088355541229248,"84 3653.289307 +85 3907.090576 +86 4635.116211 +87 5016.153320 +88 4353.999023 +89 5218.729492 +90 5227.162109 +91 7449.222168 +92 7400.489258 +93 7379.191406 +94 7533.290527 +95 7421.785156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,IPTU,HWES,1.8169188499450684,"83 2.722818e+05 +84 2.925077e+05 +85 2.536635e+06 +86 2.625196e+06 +87 2.922854e+05 +88 2.626754e+06 +89 2.903708e+06 +90 2.479758e+06 +91 1.457406e+06 +92 2.480188e+06 +93 2.479758e+06 +94 1.457755e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ISS,SARIMAX,3.275017261505127,"84 756423.6875 +85 756474.6875 +86 785819.6250 +87 756423.6875 +88 814440.1250 +89 788021.0000 +90 788021.0000 +91 814440.1250 +92 814440.1250 +93 814440.1250 +94 814440.1250 +95 814440.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ITBI,HWES,0.9782090187072754,"84 118683.953125 +85 168516.140625 +86 189486.046875 +87 165792.703125 +88 156845.750000 +89 169200.453125 +90 162383.546875 +91 168516.140625 +92 171444.359375 +93 165872.203125 +94 140781.640625 +95 147597.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,IRRF,SARIMAX,2.274306535720825,"84 662648.5000 +85 662675.9375 +86 662675.9375 +87 662675.9375 +88 662675.9375 +89 665821.6875 +90 665821.6875 +91 686265.1875 +92 686265.1875 +93 686265.1875 +94 686265.1875 +95 665821.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do FPM,XGBoost,1.6580147743225098,"84 2561090.50 +85 4226848.00 +86 2569290.50 +87 2561090.50 +88 4226841.00 +89 3666612.25 +90 4226848.00 +91 3666612.25 +92 3666614.25 +93 2561090.50 +94 4226841.00 +95 4226848.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,MLP,0.9146416187286377,"84 1.645234e+06 +85 1.675710e+06 +86 1.674147e+06 +87 1.648255e+06 +88 1.663161e+06 +89 1.610872e+06 +90 1.604841e+06 +91 1.600096e+06 +92 1.582124e+06 +93 1.573258e+06 +94 1.566270e+06 +95 1.581625e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,MLP,3.1816253662109375,"84 1.496065e+06 +85 4.867000e+05 +86 5.426861e+05 +87 1.039221e+06 +88 8.021564e+05 +89 3.575519e+05 +90 3.063045e+05 +91 2.546289e+05 +92 2.157402e+05 +93 1.993083e+05 +94 1.890961e+05 +95 2.657285e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do ITR,XGBoost,1.7919731140136719,"81 385.547699 +82 387.657257 +83 386.434845 +84 368.872375 +85 1160.702393 +86 1171.778931 +87 1170.742310 +88 1154.915894 +89 3919.850098 +90 6514.774902 +91 409.989502 +92 370.103027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Transferencias LC 61_1989,XGBoost,1.156113624572754,"84 18840.988281 +85 18331.654297 +86 17142.529297 +87 15360.444336 +88 16675.210938 +89 17172.898438 +90 16675.509766 +91 17112.599609 +92 18502.580078 +93 15354.967773 +94 16797.169922 +95 17132.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,SARIMAX,1.7942845821380615,"106 216848.234375 +107 213139.437500 +108 99044.500000 +109 869797.562500 +110 95587.296875 +111 151447.187500 +112 182909.015625 +113 208195.140625 +114 237550.390625 +115 232629.859375 +116 264970.312500 +117 134673.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ISS,SARIMAX,1.1594223976135254,"108 337835.56250 +109 368587.46875 +110 376420.28125 +111 338001.03125 +112 376420.28125 +113 370570.12500 +114 376800.65625 +115 372740.12500 +116 337230.62500 +117 372740.12500 +118 376420.28125 +119 376420.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,MLP,2.088385820388794,"108 255002.124587 +109 201863.944658 +110 241838.283721 +111 245289.763084 +112 227039.655243 +113 240053.865397 +114 237828.579795 +115 259804.130442 +116 226013.318372 +117 280942.479901 +118 229866.570166 +119 252252.861405 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,IRRF,Prophet,1.623713731765747,"108 601392.68750 +109 601392.68750 +110 694689.25000 +111 601392.68750 +112 416025.34375 +113 416025.34375 +114 601392.68750 +115 416025.34375 +116 601392.68750 +117 416025.34375 +118 416025.34375 +119 694612.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do FPM,SARIMAX,1.3843581676483154,"108 3048507.75 +109 3787480.75 +110 2442293.50 +111 2491250.75 +112 3048455.25 +113 3051220.75 +114 3048455.25 +115 2442293.50 +116 2442429.00 +117 2243427.50 +118 3048455.25 +119 3787480.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,HWES,1.2062504291534424,"108 3112680.25 +109 3163153.75 +110 2789146.00 +111 3066009.75 +112 3098390.75 +113 2754530.75 +114 3066009.75 +115 3064119.00 +116 3064119.00 +117 3098209.75 +118 2889844.50 +119 3005626.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,XGBoost,2.7415900230407715,"108 596389.500000 +109 338403.468750 +110 339519.531250 +111 592456.875000 +112 592456.875000 +113 255218.671875 +114 347143.468750 +115 166250.046875 +116 181404.890625 +117 129720.226562 +118 100786.242188 +119 360978.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ITR,MLP,2.188932180404663,"60 2.115394e+05 +61 9.791353e+04 +62 5.589216e+04 +63 6.842319e+04 +64 1.323839e+05 +65 5.250688e+04 +66 5.506707e+04 +67 6.100183e+04 +68 2.184990e+05 +69 2.736468e+06 +70 4.690281e+05 +71 3.671522e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Transferencias LC 61_1989,MLP,1.1923582553863525,"108 20870.842355 +109 22729.909749 +110 22403.534273 +111 21936.175899 +112 22186.197234 +113 21743.518672 +114 21494.099600 +115 22034.370632 +116 21868.594267 +117 19357.423985 +118 21429.967260 +119 20456.701154 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,1.584686279296875,"100 2224.954834 +101 13563.676758 +102 10324.848633 +103 14373.817383 +104 6791.619629 +105 7302.275879 +106 6760.386230 +107 6947.806152 +108 9106.393555 +109 2834.439697 +110 193.891068 +111 -42.973328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ISS,SARIMAX,1.1320900917053223,"108 25713.119141 +109 25683.914062 +110 25017.095703 +111 24005.115234 +112 28474.718750 +113 30745.505859 +114 30737.000000 +115 31391.949219 +116 28474.718750 +117 28473.589844 +118 30737.000000 +119 28474.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ITBI,AR,1.574524164199829,"93 1015.545349 +94 2039.402100 +95 16446.876953 +96 1527.716797 +97 4984.019043 +98 2034.426636 +99 2512.024902 +100 2540.617920 +101 2469.043213 +102 1301.707397 +103 3006.406982 +104 846.759583 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,IRRF,SARIMAX,1.5245163440704346,"107 88036.046875 +108 103567.429688 +109 93189.046875 +110 103567.429688 +111 103567.429688 +112 103567.429688 +113 103567.429688 +114 103567.429688 +115 103567.429688 +116 103567.429688 +117 103567.429688 +118 103567.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do FPM,SARIMAX,1.131739616394043,"108 1366318.250 +109 1893796.125 +110 1122517.500 +111 1184679.500 +112 1366346.375 +113 1344065.125 +114 1366346.375 +115 1122517.500 +116 1122123.875 +117 1086495.000 +118 1366346.375 +119 1893796.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,XGBoost,0.9763109683990479,"108 175774.437500 +109 215326.343750 +110 177829.625000 +111 175759.796875 +112 208878.937500 +113 187938.640625 +114 185019.640625 +115 185582.765625 +116 209638.765625 +117 205094.968750 +118 231503.156250 +119 123057.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,XGBoost,1.6385703086853027,"102 78935.203125 +103 35717.996094 +104 30679.400391 +105 30464.240234 +106 30585.365234 +107 18687.380859 +108 18621.810547 +109 17491.451172 +110 19369.021484 +111 16204.296875 +112 21717.085938 +113 71107.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do ITR,XGBoost,1.68463134765625,"83 360.043243 +84 10.691342 +85 360.043243 +86 754.820435 +87 2096.566406 +88 3936.806396 +89 3359.459473 +90 3362.333740 +91 3361.984863 +92 3361.764404 +93 3359.467041 +94 3359.440186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Transferencias LC 61_1989,XGBoost,1.1969873905181885,"48 2734.665771 +49 2605.399658 +50 2758.812744 +51 2764.016846 +52 2758.982178 +53 2740.444092 +54 2721.750732 +55 2693.932373 +56 2699.100830 +57 2666.347168 +58 2693.762939 +59 2663.934814 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,IPTU,SES,1.3629462718963623,"90 1323.451782 +91 3563.621826 +92 55177.824219 +93 23862.601562 +94 9367.041992 +95 9958.479492 +96 8476.887695 +97 8787.179688 +98 12155.094727 +99 11443.928711 +100 9320.353516 +101 10560.838867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ISS,HWES,1.0816397666931152,"108 45650.734375 +109 51620.824219 +110 50923.296875 +111 54310.226562 +112 45256.957031 +113 45619.445312 +114 45660.957031 +115 45808.105469 +116 45855.507812 +117 47054.296875 +118 45839.386719 +119 52110.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ITBI,XGBoost,1.4066262245178223,"100 15473.351562 +101 9033.708008 +102 9613.730469 +103 4942.305664 +104 18677.335938 +105 11760.902344 +106 8202.093750 +107 11463.333984 +108 8202.093750 +109 14641.998047 +110 11149.070312 +111 2650.252441 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,IRRF,XGBoost,1.1569640636444092,"108 33730.339844 +109 33730.308594 +110 33362.812500 +111 33730.308594 +112 33715.011719 +113 33789.597656 +114 33789.597656 +115 33715.011719 +116 44977.691406 +117 59489.769531 +118 59489.769531 +119 62995.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do FPM,SARIMAX,1.694688081741333,"108 1315946.750 +109 1893814.500 +110 1072641.125 +111 1178023.250 +112 1315993.000 +113 1279104.625 +114 1315999.750 +115 1072641.125 +116 1072638.500 +117 983619.750 +118 1315993.000 +119 1893814.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,HWES,1.0296087265014648,"108 621148.25000 +109 480728.03125 +110 462822.40625 +111 631247.25000 +112 634082.00000 +113 621148.25000 +114 631247.25000 +115 632560.00000 +116 632560.00000 +117 634082.00000 +118 621148.25000 +119 634082.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,MLP,2.3290512561798096,"108 205609.031635 +109 49649.196524 +110 65372.013817 +111 113376.454768 +112 55586.945794 +113 33267.778515 +114 45250.345319 +115 29766.131163 +116 34968.300361 +117 25287.044381 +118 25726.037199 +119 229256.509498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ITR,SARIMAX,2.6277449131011963,"99 537.535278 +100 541.925842 +101 642.433838 +102 642.433838 +103 672.636230 +104 642.433838 +105 642.433838 +106 607.902100 +107 3050.530029 +108 3063.373535 +109 601.712585 +110 601.712585 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Transferencias LC 61_1989,XGBoost,2.3714959621429443,"96 4965.403809 +97 4233.335938 +98 5124.090820 +99 5611.365234 +100 5584.882324 +101 7045.868652 +102 5072.750488 +103 5728.293945 +104 5367.691895 +105 5076.617188 +106 5275.943359 +107 5267.818359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,IPTU,XGBoost,1.619016408920288,"96 1594.914185 +97 1502.976929 +98 1631.822876 +99 1631.502319 +100 4987.182129 +101 1595.569946 +102 6146.422852 +103 31960.968750 +104 2345.067627 +105 1408.375732 +106 1408.786865 +107 1416.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ISS,XGBoost,1.769331932067871,"108 12218.979492 +109 12219.412109 +110 10609.149414 +111 13612.761719 +112 10593.414062 +113 10653.243164 +114 10603.952148 +115 10603.952148 +116 10888.386719 +117 10888.975586 +118 10593.414062 +119 10888.386719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ITBI,XGBoost,1.4383482933044434,"96 182678.453125 +97 181599.140625 +98 181643.296875 +99 167278.093750 +100 183395.093750 +101 192735.578125 +102 183309.296875 +103 183309.468750 +104 181498.812500 +105 183633.171875 +106 183359.703125 +107 183309.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,IRRF,SARIMAX,1.3444154262542725,"108 43924.968750 +109 58650.304688 +110 58650.160156 +111 58650.160156 +112 58650.304688 +113 58650.304688 +114 58650.160156 +115 58650.304688 +116 58650.304688 +117 58650.304688 +118 58650.160156 +119 58650.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do FPM,SARIMAX,1.0248157978057861,"108 1292935.375 +109 1893768.500 +110 1117422.250 +111 1173500.750 +112 1292935.375 +113 1292909.125 +114 1292935.375 +115 1117422.250 +116 1117422.250 +117 1088681.250 +118 1292935.375 +119 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,HWES,1.7694125175476074,"108 587414.5625 +109 586800.2500 +110 587042.7500 +111 588236.1250 +112 588301.3750 +113 587414.5625 +114 588040.1250 +115 588832.1250 +116 588301.3750 +117 587617.6250 +118 588236.1250 +119 585103.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,XGBoost,1.19327712059021,"101 22975.267578 +102 19038.431641 +103 22974.197266 +104 24672.958984 +105 31436.769531 +106 20271.666016 +107 19007.580078 +108 19044.794922 +109 17471.429688 +110 16834.031250 +111 15554.895508 +112 22998.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ITR,HWES,0.921790361404419,"35 180.687820 +36 180.687820 +37 180.687820 +38 200.104736 +39 183.322433 +40 180.687820 +41 180.687820 +42 180.687820 +43 674.253906 +44 43542.656250 +45 141.363205 +46 138.728256 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Transferencias LC 61_1989,XGBoost,1.4512932300567627,"70 3331.982178 +71 3689.237549 +72 3847.541992 +73 4547.747559 +74 4070.555908 +75 4146.800293 +76 4084.887451 +77 4117.618164 +78 4570.988770 +79 4030.752197 +80 3986.270996 +81 4091.738525 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,1.3579249382019043,"86 1033.797974 +87 913.556335 +88 4154.672852 +89 4250.466797 +90 5401.362793 +91 5687.402344 +92 5684.794922 +93 15341.236328 +94 1592.065308 +95 2813.162354 +96 1147.449097 +97 1318.494507 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ISS,XGBoost,1.681061029434204,"96 18198.029297 +97 21438.779297 +98 31875.884766 +99 18158.964844 +100 19943.541016 +101 21464.166016 +102 31962.597656 +103 21435.527344 +104 21464.345703 +105 19784.177734 +106 21454.886719 +107 19822.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ITBI,SARIMAX,2.68001651763916,"82 8556.397461 +83 13814.791016 +84 5534.943359 +85 15182.105469 +86 10923.165039 +87 13807.302734 +88 7604.062012 +89 7849.634277 +90 15460.749023 +91 6241.050781 +92 4503.279297 +93 10427.740234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,IRRF,XGBoost,1.700789451599121,"96 75027.398438 +97 75027.398438 +98 75138.492188 +99 75138.492188 +100 75138.492188 +101 75027.398438 +102 75138.492188 +103 75138.492188 +104 75138.492188 +105 75138.492188 +106 85119.898438 +107 75138.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do FPM,SARIMAX,1.9190781116485596,"96 1348562.375 +97 1738848.625 +98 1281280.375 +99 1348562.375 +100 1696380.875 +101 1348562.375 +102 1738848.625 +103 1348562.375 +104 1348562.750 +105 1342456.500 +106 1738848.625 +107 1738848.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,SES,0.9466767311096191,"96 429633.15625 +97 400295.78125 +98 413152.40625 +99 338461.34375 +100 412950.56250 +101 338461.34375 +102 338461.34375 +103 400457.56250 +104 393765.37500 +105 397258.34375 +106 394088.87500 +107 393801.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,SARIMAX,1.0248897075653076,"96 119790.265625 +97 102453.875000 +98 123755.062500 +99 119785.328125 +100 121619.312500 +101 26589.677734 +102 26354.333984 +103 14985.745117 +104 109134.187500 +105 104778.867188 +106 104753.242188 +107 104068.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ITR,XGBoost,1.4395146369934082,"73 203.217270 +74 318.986938 +75 160.604645 +76 195.071716 +77 186.837494 +78 56.408108 +79 74.804779 +80 234.256790 +81 836.267151 +82 3658.198975 +83 361.124725 +84 231.683014 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Transferencias LC 61_1989,Prophet,0.6544265747070312,"33 4226.580078 +34 4226.580078 +35 3712.748535 +36 3712.759521 +37 4226.580078 +38 3712.748535 +39 3712.759521 +40 3712.744629 +41 3712.744629 +42 3712.744629 +43 3712.744629 +44 3712.744629 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,IPTU,HWES,1.636930227279663,"108 773092.250000 +109 249903.828125 +110 250162.906250 +111 245747.218750 +112 239292.578125 +113 244597.718750 +114 243553.843750 +115 251123.171875 +116 247906.468750 +117 251683.218750 +118 251683.468750 +119 736302.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ISS,MLP,1.7680768966674805,"108 175490.188762 +109 176772.827664 +110 170839.758572 +111 169508.903416 +112 166463.153170 +113 163057.067909 +114 162140.087034 +115 154351.048095 +116 153025.497024 +117 134772.830207 +118 140393.688335 +119 132330.003004 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ITBI,HWES,2.9221036434173584,"108 47240.023438 +109 72451.648438 +110 45296.859375 +111 70020.234375 +112 69638.156250 +113 47240.023438 +114 45296.859375 +115 45296.859375 +116 73435.773438 +117 45296.859375 +118 45299.957031 +119 47077.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,IRRF,Prophet,1.1061649322509766,"108 411914.43750 +109 373412.65625 +110 377919.46875 +111 377919.46875 +112 411914.43750 +113 357273.34375 +114 411914.43750 +115 365905.62500 +116 357866.71875 +117 357866.71875 +118 377919.46875 +119 411914.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do FPM,SARIMAX,1.7049956321716309,"108 3458618.75 +109 3496891.75 +110 2212676.25 +111 2326385.75 +112 3496847.50 +113 2917447.00 +114 3496847.75 +115 2212676.25 +116 2212244.75 +117 2027229.00 +118 3496847.50 +119 3787537.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,HWES,1.7435963153839111,"108 1.200179e+06 +109 9.964203e+05 +110 1.028781e+06 +111 1.153503e+06 +112 1.222966e+06 +113 1.098675e+06 +114 1.161040e+06 +115 1.288534e+06 +116 1.280606e+06 +117 1.227457e+06 +118 1.188098e+06 +119 1.235773e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,XGBoost,1.7769551277160645,"108 694155.187500 +109 211991.265625 +110 372915.406250 +111 589839.437500 +112 518381.875000 +113 187912.437500 +114 137714.250000 +115 103086.187500 +116 45432.046875 +117 28371.294922 +118 23869.792969 +119 629352.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ITR,XGBoost,1.4462151527404785,"98 55.001045 +99 1001.303528 +100 657.289246 +101 315.389130 +102 307.124878 +103 3730.453125 +104 1226.934448 +105 292.547882 +106 3731.189453 +107 4124.796875 +108 288.571045 +109 293.463531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Transferencias LC 61_1989,XGBoost,1.232848882675171,"108 10279.537109 +109 9643.363281 +110 10790.872070 +111 11214.688477 +112 10808.702148 +113 10509.193359 +114 11812.152344 +115 10809.316406 +116 10654.961914 +117 10438.157227 +118 10851.967773 +119 11973.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,IPTU,XGBoost,1.9620177745819092,"103 151288.093750 +104 549730.625000 +105 38569.871094 +106 84398.851562 +107 84398.851562 +108 84398.851562 +109 38569.898438 +110 88231.562500 +111 62437.433594 +112 78807.734375 +113 79923.085938 +114 74399.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ISS,AR,1.3056995868682861,"104 289574.06250 +105 289397.28125 +106 289397.28125 +107 289574.06250 +108 275620.96875 +109 275620.96875 +110 289574.06250 +111 274784.78125 +112 274784.78125 +113 276652.96875 +114 305171.12500 +115 274784.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ITBI,MLP,3.82808780670166,"104 61942.701603 +105 65272.776666 +106 66810.683302 +107 66040.870224 +108 64347.594711 +109 64045.518360 +110 65448.800610 +111 64461.631050 +112 62217.919308 +113 63094.124606 +114 63756.141743 +115 66511.046304 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,IRRF,Prophet,1.839538335800171,"104 215431.12500 +105 212503.93750 +106 215431.12500 +107 215429.15625 +108 215431.12500 +109 215429.15625 +110 170159.06250 +111 229451.28125 +112 352187.84375 +113 215431.12500 +114 212506.43750 +115 349409.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do FPM,XGBoost,1.8725416660308838,"104 1652352.125 +105 2525024.250 +106 1423857.125 +107 1594531.125 +108 1833278.125 +109 1603180.875 +110 1833278.125 +111 1423857.125 +112 1423916.375 +113 1423556.125 +114 1833278.125 +115 2525024.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,Prophet,1.0262854099273682,"104 1652114.75 +105 1613680.25 +106 1616330.50 +107 1652112.75 +108 1642837.75 +109 1652114.75 +110 1652112.75 +111 1652112.75 +112 1652112.75 +113 1642837.75 +114 1652114.75 +115 1642837.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,MLP,2.6569430828094482,"104 394846.305946 +105 176783.940094 +106 220286.531941 +107 346113.367342 +108 262881.213221 +109 137852.132041 +110 125456.592204 +111 106394.140018 +112 106234.407460 +113 104439.646045 +114 94199.973427 +115 319344.055842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do ITR,XGBoost,2.2549896240234375,"103 433.748230 +104 409.156097 +105 413.694000 +106 414.479614 +107 413.220581 +108 706.654968 +109 583.094299 +110 454.168762 +111 1764.848389 +112 30770.839844 +113 -171.446442 +114 -123.544785 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Transferencias LC 61_1989,XGBoost,1.0241436958312988,"44 14625.062500 +45 10816.958008 +46 14000.557617 +47 14610.941406 +48 14686.192383 +49 14610.941406 +50 14652.003906 +51 13971.635742 +52 15136.553711 +53 13236.237305 +54 14000.557617 +55 15098.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,XGBoost,2.117140531539917,"108 7.774676e+04 +109 7.774702e+04 +110 2.583730e+05 +111 2.886899e+05 +112 2.215177e+06 +113 4.019545e+05 +114 3.614102e+05 +115 3.271108e+05 +116 2.277637e+05 +117 2.552043e+05 +118 3.666662e+05 +119 3.922481e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ISS,SARIMAX,1.1254141330718994,"108 597441.8125 +109 670080.9375 +110 670080.9375 +111 670080.9375 +112 670084.4375 +113 670084.4375 +114 665991.9375 +115 666007.2500 +116 666007.2500 +117 665991.9375 +118 666007.2500 +119 666007.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,SARIMAX,1.2830548286437988,"108 123083.968750 +109 197615.812500 +110 94574.742188 +111 104835.859375 +112 197185.687500 +113 94838.601562 +114 102002.132812 +115 201658.234375 +116 91807.460938 +117 193179.453125 +118 108652.812500 +119 107575.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,IRRF,Prophet,1.1404967308044434,"108 645142.43750 +109 645161.31250 +110 645161.31250 +111 645161.31250 +112 466350.15625 +113 466350.15625 +114 645142.43750 +115 645161.31250 +116 645161.31250 +117 645142.43750 +118 645142.43750 +119 645142.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do FPM,SARIMAX,1.7931122779846191,"108 2976066.50 +109 2941638.00 +110 2681765.25 +111 2763008.75 +112 2773005.25 +113 2770458.75 +114 4418795.50 +115 2773005.25 +116 2941637.50 +117 2770458.75 +118 2976066.50 +119 4418795.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,HWES,1.236177921295166,"108 2014256.375 +109 1933169.125 +110 1925454.875 +111 2008001.375 +112 2252682.000 +113 1931225.500 +114 2365812.250 +115 2378417.000 +116 2308944.000 +117 2365528.750 +118 2281271.500 +119 2365812.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,XGBoost,3.210892677307129,"108 709430.625000 +109 262576.281250 +110 369321.812500 +111 711504.062500 +112 552709.062500 +113 262576.281250 +114 758086.812500 +115 122521.820312 +116 113211.039062 +117 114347.585938 +118 108670.085938 +119 728206.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ITR,SARIMAX,1.553041696548462,"103 1113.239258 +104 1316.485962 +105 1187.279297 +106 2277.010742 +107 1472.644775 +108 2091.754883 +109 35141.812500 +110 7870.575684 +111 8349.539062 +112 36739.789062 +113 7885.580078 +114 29383.611328 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Transferencias LC 61_1989,SARIMAX,1.3386831283569336,"96 20171.986328 +97 19798.027344 +98 19600.238281 +99 19370.476562 +100 20131.777344 +101 20045.455078 +102 20017.302734 +103 19997.242188 +104 19621.070312 +105 21162.542969 +106 19627.835938 +107 20033.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,IPTU,AR,2.2556257247924805,"92 66437.695312 +93 16279.361328 +94 41294.515625 +95 44171.062500 +96 81287.460938 +97 51529.101562 +98 89125.804688 +99 89126.859375 +100 89823.359375 +101 122621.687500 +102 124325.453125 +103 61211.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ISS,SARIMAX,2.077711582183838,"92 46925.296875 +93 45802.472656 +94 52239.468750 +95 48941.289062 +96 49465.621094 +97 49471.355469 +98 49471.355469 +99 51334.816406 +100 50491.023438 +101 51061.757812 +102 51353.058594 +103 51334.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ITBI,XGBoost,1.93214750289917,"92 28150.462891 +93 30036.203125 +94 28575.244141 +95 31870.482422 +96 29655.175781 +97 21853.822266 +98 22050.677734 +99 22053.720703 +100 21036.931641 +101 24641.755859 +102 23053.539062 +103 23079.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,IRRF,Prophet,1.8612217903137207,"92 122319.507812 +93 99611.632812 +94 122359.570312 +95 122359.570312 +96 122359.570312 +97 122359.570312 +98 122359.570312 +99 122359.570312 +100 122715.562500 +101 122359.570312 +102 122715.562500 +103 122715.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do FPM,MLP,1.3562681674957275,"92 1.043684e+06 +93 1.046189e+06 +94 1.020670e+06 +95 1.029590e+06 +96 1.029613e+06 +97 1.022067e+06 +98 1.020593e+06 +99 9.939646e+05 +100 9.899038e+05 +101 9.905141e+05 +102 9.952915e+05 +103 9.890036e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,Prophet,1.2441296577453613,"92 475151.28125 +93 463275.37500 +94 463275.00000 +95 463275.37500 +96 463275.00000 +97 487787.87500 +98 463262.37500 +99 463275.37500 +100 463536.62500 +101 458763.87500 +102 445458.50000 +103 458752.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,MLP,1.7421367168426514,"92 223995.386029 +93 98664.250397 +94 120940.880312 +95 203469.761432 +96 126943.727677 +97 78332.914575 +98 68532.900426 +99 65408.854004 +100 66078.377708 +101 59039.975694 +102 61017.055016 +103 496472.057083 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do ITR,AR,2.513590097427368,"72 227.862976 +73 11.619888 +74 645.690002 +75 -1.934051 +76 670.018188 +77 298.044403 +78 144.180344 +79 298.046051 +80 94.480087 +81 26.889801 +82 -16.754562 +83 10.103288 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Transferencias LC 61_1989,Prophet,1.4744999408721924,"44 4324.430176 +45 3386.022461 +46 3386.022217 +47 3999.187744 +48 4096.939941 +49 4096.939941 +50 4096.939941 +51 4096.939941 +52 3871.249512 +53 4324.430176 +54 4096.939941 +55 4096.939941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,IPTU,SES,2.291229486465454,"96 57809.492188 +97 141891.828125 +98 803370.625000 +99 280304.906250 +100 125423.460938 +101 114812.171875 +102 121438.171875 +103 79534.773438 +104 115603.351562 +105 57320.519531 +106 59262.308594 +107 94515.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ISS,SARIMAX,1.5547661781311035,"96 138697.343750 +97 138709.875000 +98 139310.484375 +99 138696.281250 +100 139310.484375 +101 139310.484375 +102 139310.484375 +103 139295.609375 +104 139295.609375 +105 139295.609375 +106 138678.734375 +107 139295.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ITBI,XGBoost,1.0759832859039307,"88 42040.414062 +89 51340.546875 +90 48999.582031 +91 35593.300781 +92 49723.253906 +93 44402.039062 +94 48387.457031 +95 48913.757812 +96 48417.066406 +97 36322.191406 +98 49666.863281 +99 57960.667969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,IRRF,Prophet,1.2736537456512451,"96 161392.781250 +97 161083.671875 +98 104326.781250 +99 199930.015625 +100 161083.671875 +101 157269.671875 +102 161600.625000 +103 161083.671875 +104 161083.671875 +105 161083.671875 +106 157269.671875 +107 199930.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do FPM,XGBoost,1.0706124305725098,"96 1593852.75 +97 1811506.25 +98 1509103.75 +99 1593852.75 +100 1801698.25 +101 1593852.75 +102 1811506.25 +103 1593852.75 +104 1592181.25 +105 1506471.75 +106 1811502.25 +107 1811506.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,SARIMAX,1.0042321681976318,"96 9.233213e+05 +97 1.000245e+06 +98 1.031050e+06 +99 1.017045e+06 +100 1.045572e+06 +101 1.017045e+06 +102 1.017045e+06 +103 1.000245e+06 +104 1.000298e+06 +105 1.000298e+06 +106 9.290037e+05 +107 1.037008e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,MLP,2.0202231407165527,"95 417862.721646 +96 187431.588042 +97 209753.323525 +98 309267.139891 +99 250469.915479 +100 144629.331387 +101 121834.637061 +102 115998.551243 +103 117828.488912 +104 118449.379719 +105 127403.910018 +106 481599.789290 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do ITR,AR,2.2071211338043213,"96 563.839661 +97 638.477478 +98 578.298767 +99 621.180542 +100 675.471008 +101 919.456726 +102 734.988708 +103 1187.869019 +104 19220.898438 +105 28026.113281 +106 959.940063 +107 919.456726 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Transferencias LC 61_1989,XGBoost,1.5968620777130127,"96 9429.940430 +97 9324.280273 +98 9442.253906 +99 8925.481445 +100 9253.538086 +101 9322.504883 +102 8708.417969 +103 9239.865234 +104 8829.905273 +105 9115.439453 +106 9262.148438 +107 8739.690430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,MLP,2.328967809677124,"103 44258.964345 +104 48235.786839 +105 240401.008038 +106 239962.292385 +107 102400.021367 +108 79528.700165 +109 70097.871768 +110 99056.307634 +111 56701.605850 +112 64474.644173 +113 58764.547163 +114 72642.816907 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,SARIMAX,1.3459663391113281,"104 105513.406250 +105 154233.546875 +106 157048.093750 +107 157228.218750 +108 157048.093750 +109 173652.125000 +110 156523.546875 +111 185234.890625 +112 158438.765625 +113 173437.296875 +114 185234.890625 +115 185234.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,SES,1.7140793800354004,"104 391793.87500 +105 394359.28125 +106 395547.25000 +107 396152.78125 +108 397554.93750 +109 399693.68750 +110 395229.96875 +111 396246.50000 +112 398075.28125 +113 399693.68750 +114 395158.71875 +115 398075.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,IRRF,SARIMAX,1.9184370040893555,"104 327296.5625 +105 610359.2500 +106 328668.8125 +107 328668.8125 +108 328668.8125 +109 328668.8125 +110 328668.8125 +111 328668.8125 +112 328668.8125 +113 316101.4375 +114 328668.8125 +115 610359.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do FPM,SARIMAX,1.0290837287902832,"104 1656690.750 +105 2297099.750 +106 1670502.250 +107 1655819.125 +108 2019929.375 +109 2017975.125 +110 2004539.125 +111 1637182.750 +112 1668828.875 +113 1639798.250 +114 2017975.125 +115 2006601.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,SES,1.1277787685394287,"104 2195910.00 +105 2167129.75 +106 2184556.75 +107 2254961.00 +108 2269068.00 +109 2266649.25 +110 2267841.25 +111 2269068.00 +112 2269068.00 +113 2268773.50 +114 2267841.25 +115 2268773.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,XGBoost,2.2946574687957764,"100 189545.375000 +101 103724.804688 +102 78796.968750 +103 56474.500000 +104 82331.851562 +105 201971.125000 +106 54482.390625 +107 51376.406250 +108 46683.378906 +109 57208.843750 +110 73668.679688 +111 97772.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ITR,MLP,2.1511311531066895,"103 1.176712e+05 +104 7.758570e+04 +105 8.239455e+04 +106 9.063382e+04 +107 9.798735e+04 +108 9.800606e+04 +109 1.068559e+05 +110 1.288286e+05 +111 3.206625e+05 +112 1.265748e+06 +113 2.110903e+05 +114 2.272751e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,IPTU,SARIMAX,1.7428195476531982,"108 15695.064453 +109 115573.640625 +110 169365.937500 +111 16010.264648 +112 16010.264648 +113 16010.290039 +114 16506.636719 +115 16529.279297 +116 169292.406250 +117 30885.375000 +118 30885.375000 +119 30885.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ISS,XGBoost,1.1081817150115967,"108 51951.464844 +109 52091.519531 +110 49684.585938 +111 50389.753906 +112 49683.078125 +113 50240.679688 +114 52001.953125 +115 486022.718750 +116 52158.562500 +117 52091.566406 +118 49828.777344 +119 51903.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ITBI,MLP,1.0546529293060303,"103 18154.067486 +104 18131.739954 +105 20297.049909 +106 20608.786472 +107 21465.450939 +108 21607.804219 +109 22761.052788 +110 21354.064620 +111 23353.175748 +112 21064.415837 +113 21423.117573 +114 24430.693421 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,IRRF,MLP,1.2847564220428467,"108 70132.903890 +109 68735.400827 +110 68320.134155 +111 59172.761588 +112 62200.541753 +113 60803.469435 +114 57882.937914 +115 58057.410339 +116 56345.367981 +117 55007.057752 +118 54035.563839 +119 37658.640514 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do FPM,SARIMAX,1.3084561824798584,"108 1.248769e+06 +109 1.893647e+06 +110 1.047955e+06 +111 1.100882e+06 +112 1.254930e+06 +113 1.142378e+06 +114 1.257792e+06 +115 1.047955e+06 +116 1.039379e+06 +117 9.374461e+05 +118 1.254930e+06 +119 1.893647e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,MLP,1.0800628662109375,"108 715562.477647 +109 721948.080892 +110 730446.275118 +111 734045.487759 +112 731048.907181 +113 730969.058898 +114 733318.074865 +115 733140.588491 +116 732073.479528 +117 726547.864394 +118 724479.355958 +119 719467.120463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,XGBoost,1.3939602375030518,"108 72875.218750 +109 48673.917969 +110 46255.042969 +111 51523.824219 +112 52414.457031 +113 49257.042969 +114 29369.066406 +115 12349.486328 +116 7117.693848 +117 12349.486328 +118 7351.120605 +119 44810.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ITR,SARIMAX,1.126204013824463,"72 4135.168945 +73 4719.146484 +74 4458.630371 +75 4265.031250 +76 3869.207275 +77 5279.144531 +78 4361.315430 +79 4361.315430 +80 14080.332031 +81 98137.140625 +82 13955.568359 +83 13908.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Transferencias LC 61_1989,AR,1.9322950839996338,"108 7759.855957 +109 7024.877930 +110 7036.840820 +111 6710.312988 +112 7019.089844 +113 7508.955566 +114 7896.874512 +115 7143.010254 +116 6927.165039 +117 6916.466797 +118 7036.840820 +119 7581.392578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,IPTU,SES,1.9034481048583984,"106 5.262306e+04 +107 4.665057e+04 +108 1.629534e+05 +109 1.380072e+06 +110 9.521799e+05 +111 2.161211e+05 +112 1.768632e+05 +113 1.629534e+05 +114 1.768632e+05 +115 1.768557e+05 +116 3.133952e+04 +117 5.262306e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ISS,HWES,1.5129063129425049,"108 520975.50000 +109 520975.50000 +110 531160.68750 +111 531160.68750 +112 515027.34375 +113 520975.50000 +114 520975.50000 +115 531160.68750 +116 531160.68750 +117 531160.68750 +118 531160.68750 +119 531160.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ITBI,SES,1.201733112335205,"108 145572.687500 +109 154320.140625 +110 86373.320312 +111 56540.843750 +112 92136.265625 +113 92136.265625 +114 151318.343750 +115 77774.164062 +116 129907.546875 +117 151384.187500 +118 88906.093750 +119 89862.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,IRRF,Prophet,1.623910903930664,"108 180967.046875 +109 181176.515625 +110 181104.984375 +111 181176.562500 +112 180967.046875 +113 181104.984375 +114 181145.203125 +115 181159.578125 +116 181104.984375 +117 181176.515625 +118 181104.984375 +119 244250.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do FPM,Prophet,1.639402151107788,"108 2159115.750 +109 3156285.000 +110 1811214.250 +111 1865463.875 +112 2159121.000 +113 2159404.500 +114 2159121.000 +115 1811214.250 +116 1811214.625 +117 1781511.625 +118 2159121.000 +119 3156285.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,HWES,1.2681076526641846,"108 1267711.125 +109 1006664.750 +110 1080868.125 +111 1169260.750 +112 1299056.625 +113 1194359.375 +114 1113901.000 +115 1114017.250 +116 1114017.250 +117 1293435.500 +118 1177387.250 +119 1293435.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,MLP,2.02469801902771,"108 1.163050e+06 +109 2.446459e+05 +110 3.234788e+05 +111 5.417042e+05 +112 3.679706e+05 +113 1.868466e+05 +114 1.461910e+05 +115 1.041045e+05 +116 6.772739e+04 +117 7.704381e+04 +118 6.145713e+04 +119 1.106693e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do ITR,AR,1.7381784915924072,"106 631.167603 +107 630.034729 +108 630.075012 +109 631.167603 +110 625.437134 +111 628.028625 +112 629.499146 +113 630.230591 +114 2579.945068 +115 3078.916504 +116 628.786621 +117 628.786621 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Transferencias LC 61_1989,XGBoost,1.5534331798553467,"108 11351.396484 +109 10694.576172 +110 11400.441406 +111 11186.175781 +112 9852.689453 +113 10996.654297 +114 11872.078125 +115 9982.468750 +116 10654.777344 +117 9559.978516 +118 11415.634766 +119 11015.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,IPTU,MLP,3.0111329555511475,"106 2.800821e+05 +107 2.937761e+05 +108 3.312128e+05 +109 3.840471e+05 +110 4.740943e+05 +111 5.084041e+05 +112 1.211016e+06 +113 5.232467e+05 +114 4.888562e+05 +115 4.856346e+05 +116 3.910443e+05 +117 4.105644e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ISS,SARIMAX,1.6693243980407715,"108 132978.390625 +109 90966.023438 +110 134050.015625 +111 131660.250000 +112 132978.390625 +113 90966.023438 +114 132300.921875 +115 132395.312500 +116 134157.125000 +117 116063.171875 +118 91585.390625 +119 133595.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ITBI,HWES,1.6634578704833984,"108 28449.275391 +109 23196.763672 +110 25131.312500 +111 24434.552734 +112 22777.753906 +113 31200.285156 +114 24676.429688 +115 25131.312500 +116 30495.189453 +117 28322.810547 +118 30690.931641 +119 32654.111328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,IRRF,XGBoost,2.005690336227417,"106 51233.324219 +107 50786.933594 +108 51035.457031 +109 53258.195312 +110 44931.250000 +111 45580.039062 +112 28178.408203 +113 22941.644531 +114 28178.408203 +115 28934.437500 +116 27914.966797 +117 23426.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do FPM,HWES,1.4387211799621582,"108 1357524.750 +109 1664062.500 +110 1356947.625 +111 1250921.500 +112 1665319.875 +113 1660139.125 +114 1664062.500 +115 1357524.750 +116 1330229.000 +117 1286866.625 +118 1749412.750 +119 1665319.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,HWES,1.265066146850586,"108 594098.50000 +109 580482.93750 +110 486034.90625 +111 543375.12500 +112 556811.00000 +113 565645.93750 +114 536125.00000 +115 555385.87500 +116 555385.87500 +117 560003.68750 +118 527750.06250 +119 554005.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,XGBoost,1.960399866104126,"108 265111.937500 +109 179694.781250 +110 210753.968750 +111 299369.250000 +112 256838.796875 +113 140965.203125 +114 128544.148438 +115 71514.617188 +116 71003.828125 +117 45385.792969 +118 45385.792969 +119 270192.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ITR,AR,1.41115140914917,"103 1117.169189 +104 894.447205 +105 1089.546631 +106 3074.441895 +107 1791.670288 +108 1598.287231 +109 1767.217407 +110 1767.217407 +111 1765.058105 +112 1007.571411 +113 1756.498291 +114 1789.161865 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Transferencias LC 61_1989,XGBoost,1.181955337524414,"96 5474.074707 +97 5277.051758 +98 5336.979004 +99 5562.376465 +100 5138.560059 +101 5434.860352 +102 5667.589844 +103 5199.988770 +104 5198.168457 +105 4545.936523 +106 5242.375488 +107 5755.150391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,SES,0.9211878776550293,"75 16785.595703 +76 12463.666992 +77 27746.433594 +78 27569.335938 +79 27569.335938 +80 115992.226562 +81 115815.164062 +82 115815.164062 +83 115725.726562 +84 115982.804688 +85 115877.039062 +86 115876.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,SARIMAX,1.7785074710845947,"104 32593.859375 +105 32593.859375 +106 32593.859375 +107 32464.087891 +108 32168.046875 +109 32593.859375 +110 32581.117188 +111 32581.117188 +112 32517.017578 +113 32563.685547 +114 32593.859375 +115 32593.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,XGBoost,1.7422711849212646,"94 47114.804688 +95 47089.605469 +96 47347.648438 +97 47345.910156 +98 47053.671875 +99 47211.175781 +100 47345.910156 +101 47211.175781 +102 47345.910156 +103 47392.101562 +104 47752.121094 +105 47381.191406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,IRRF,XGBoost,2.32894229888916,"104 90881.460938 +105 90932.937500 +106 90932.921875 +107 102017.421875 +108 102047.750000 +109 90932.937500 +110 102047.750000 +111 90930.117188 +112 90930.117188 +113 90930.117188 +114 90932.937500 +115 102017.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do FPM,XGBoost,1.4050378799438477,"104 1246031.875 +105 1893786.875 +106 1064238.125 +107 1182231.375 +108 1543136.875 +109 1211118.875 +110 1543136.875 +111 1064238.125 +112 1072674.750 +113 1064271.875 +114 1543136.875 +115 1893786.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,Prophet,1.0998313426971436,"104 714456.8125 +105 719216.1875 +106 713295.6875 +107 741892.5000 +108 695361.2500 +109 714456.8125 +110 742092.6250 +111 741892.5000 +112 741892.5000 +113 695361.2500 +114 724394.3750 +115 695361.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,MLP,1.458698034286499,"100 31587.339525 +101 15988.757003 +102 12024.229635 +103 20744.749447 +104 17965.478419 +105 17468.968972 +106 15241.374565 +107 18525.808191 +108 19328.903130 +109 19860.283636 +110 20977.862915 +111 13518.974287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ITR,SARIMAX,1.6715948581695557,"82 30.045288 +83 19.926365 +84 19.591343 +85 -37.066269 +86 166.328018 +87 58.393578 +88 60.550266 +89 155.836746 +90 154.617874 +91 68.053391 +92 419.000183 +93 12.235821 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Transferencias LC 61_1989,XGBoost,1.611588716506958,"104 5660.062988 +105 6008.521484 +106 6176.403320 +107 6052.781250 +108 6027.847656 +109 5163.874023 +110 5450.032227 +111 6039.078613 +112 6053.072266 +113 6357.102051 +114 6052.781250 +115 5638.362793 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,IPTU,MLP,2.7304632663726807,"84 62575.317973 +85 62799.577883 +86 185692.001265 +87 348387.106165 +88 75786.887176 +89 65581.262651 +90 74558.620955 +91 68901.584306 +92 52119.832762 +93 61287.217260 +94 61668.297696 +95 74670.771641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ISS,SARIMAX,1.7693195343017578,"96 56347.500000 +97 54916.121094 +98 55333.566406 +99 53079.089844 +100 52278.523438 +101 50901.140625 +102 54940.558594 +103 52477.628906 +104 54093.023438 +105 51331.117188 +106 53105.578125 +107 52846.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ITBI,XGBoost,1.2984087467193604,"96 63907.839844 +97 40839.433594 +98 39843.523438 +99 62039.828125 +100 62030.707031 +101 64852.343750 +102 64370.988281 +103 60144.339844 +104 64323.636719 +105 64131.785156 +106 62030.707031 +107 64712.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,IRRF,SES,2.805607795715332,"96 79545.335938 +97 78186.695312 +98 80736.742188 +99 71419.000000 +100 59145.527344 +101 70453.632812 +102 71419.000000 +103 71419.000000 +104 71419.000000 +105 81416.601562 +106 71419.000000 +107 70453.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do FPM,XGBoost,1.0130643844604492,"96 1501597.000 +97 1811506.500 +98 1229800.875 +99 1705594.000 +100 1787597.000 +101 1229800.875 +102 1811506.500 +103 1705594.000 +104 1501597.000 +105 1228123.500 +106 1809622.500 +107 1811506.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,SES,1.0141570568084717,"96 705138.6250 +97 883619.5625 +98 917648.2500 +99 618877.3125 +100 923926.2500 +101 620213.3125 +102 800684.4375 +103 883619.7500 +104 801558.3750 +105 829506.6875 +106 835664.5000 +107 917648.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,MLP,1.6732163429260254,"95 168451.188942 +96 162056.977866 +97 81592.733806 +98 80432.501633 +99 134614.356729 +100 140390.265294 +101 84590.453451 +102 79177.310774 +103 82029.788397 +104 65712.439451 +105 66183.078748 +106 249216.974476 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Transferencias LC 61_1989,AR,1.5796113014221191,"96 8231.734375 +97 8932.333008 +98 8927.480469 +99 8238.541016 +100 8246.040039 +101 9516.889648 +102 8276.984375 +103 9417.436523 +104 8657.025391 +105 8349.958008 +106 9122.654297 +107 7626.813965 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,IPTU,MLP,2.0095510482788086,"94 14844.095423 +95 10662.996662 +96 -9072.209105 +97 4940.672817 +98 5032.105049 +99 4583.603447 +100 4785.259780 +101 4369.791912 +102 5012.922628 +103 5456.365787 +104 5733.548537 +105 5535.163217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ISS,SARIMAX,2.05580997467041,"96 13227.791992 +97 12904.916016 +98 14539.352539 +99 14690.848633 +100 12904.916016 +101 13040.604492 +102 12950.659180 +103 12950.659180 +104 11759.500000 +105 11758.812500 +106 12255.626953 +107 13234.892578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ITBI,SARIMAX,1.8092894554138184,"95 16826.476562 +96 16228.104492 +97 16999.687500 +98 18009.730469 +99 18005.648438 +100 17166.531250 +101 18854.160156 +102 18854.160156 +103 18005.648438 +104 17608.107422 +105 16955.937500 +106 18840.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,IRRF,MLP,1.5519640445709229,"96 29267.717513 +97 25307.403416 +98 24160.364745 +99 23289.670684 +100 19312.551947 +101 20316.040571 +102 19042.335880 +103 17429.135009 +104 15557.149363 +105 15071.776485 +106 13905.679059 +107 5329.718411 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do FPM,XGBoost,1.5251100063323975,"96 1347839.00 +97 1811506.25 +98 1275652.50 +99 1347839.00 +100 1696236.50 +101 1347839.00 +102 1811506.25 +103 1347839.00 +104 1276539.00 +105 1276538.75 +106 1696236.50 +107 1811506.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,MLP,1.1634576320648193,"96 370936.287935 +97 361377.765331 +98 354198.079282 +99 355158.561473 +100 339567.744907 +101 344739.174430 +102 341362.002997 +103 336484.573810 +104 335406.095405 +105 333797.707181 +106 332832.808699 +107 320264.290444 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,AR,1.7359983921051025,"92 106397.781250 +93 73914.703125 +94 92997.250000 +95 106397.781250 +96 102211.453125 +97 73756.437500 +98 73756.437500 +99 74683.820312 +100 74356.437500 +101 74356.703125 +102 74337.804688 +103 101719.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ITR,XGBoost,2.35788631439209,"91 248.135117 +92 -344041.625000 +93 60.468330 +94 14.137701 +95 58.695705 +96 1704.987793 +97 146.701187 +98 29.436405 +99 153.580063 +100 481.892303 +101 29.436405 +102 29.436405 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,IPTU,SARIMAX,1.7607707977294922,"92 1.711474e+05 +93 1.185886e+06 +94 1.171578e+06 +95 1.186111e+06 +96 1.353286e+06 +97 1.753351e+06 +98 1.188337e+06 +99 1.188337e+06 +100 1.188337e+06 +101 1.188400e+06 +102 1.188337e+06 +103 1.174164e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ISS,HWES,1.3397648334503174,"96 316746.75000 +97 350493.50000 +98 331698.84375 +99 301160.87500 +100 299234.28125 +101 339879.12500 +102 348562.62500 +103 327441.78125 +104 352340.68750 +105 330995.37500 +106 313971.31250 +107 299186.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ITBI,AR,2.3636772632598877,"96 353073.781250 +97 219269.140625 +98 210739.375000 +99 195266.000000 +100 103333.484375 +101 101937.484375 +102 210739.375000 +103 160191.640625 +104 183301.875000 +105 198149.921875 +106 239230.359375 +107 255880.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,IRRF,MLP,1.9579758644104004,"96 461934.151399 +97 379721.318730 +98 519192.450596 +99 542310.863215 +100 690660.420437 +101 440240.733890 +102 589218.774032 +103 601429.752317 +104 628474.108713 +105 784872.282310 +106 667760.074176 +107 816972.784141 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do FPM,SARIMAX,1.055760383605957,"96 2319204.000 +97 2853793.750 +98 2171681.500 +99 1429550.000 +100 2957523.500 +101 2365418.000 +102 4418771.500 +103 2171705.250 +104 2043489.625 +105 2079264.000 +106 2937940.000 +107 4418795.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,MLP,0.9785478115081787,"96 2.330301e+06 +97 2.497147e+06 +98 2.230499e+06 +99 2.277841e+06 +100 2.289234e+06 +101 2.208531e+06 +102 2.222266e+06 +103 2.220411e+06 +104 1.988647e+06 +105 2.311434e+06 +106 2.208823e+06 +107 2.231982e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,XGBoost,1.754213571548462,"96 507192.250000 +97 506902.218750 +98 528555.187500 +99 526617.562500 +100 426285.812500 +101 435034.562500 +102 170599.359375 +103 -98895.656250 +104 -197215.875000 +105 -98925.976562 +106 -197710.625000 +107 425133.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do ITR,MLP,2.4703574180603027,"84 8.899072e+04 +85 1.436999e+05 +86 2.559602e+04 +87 2.637528e+04 +88 -6.162817e+04 +89 3.275929e+04 +90 6.455180e+04 +91 3.693529e+04 +92 2.698195e+05 +93 1.509210e+06 +94 2.236538e+05 +95 1.709651e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Transferencias LC 61_1989,XGBoost,1.0763013362884521,"96 24592.228516 +97 32340.654297 +98 23156.027344 +99 29852.593750 +100 26231.750000 +101 25852.808594 +102 24592.060547 +103 27042.189453 +104 24702.603516 +105 25714.986328 +106 27308.287109 +107 26740.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,IPTU,XGBoost,1.673872947692871,"89 3097.610107 +90 3610.348389 +91 17561.947266 +92 48597.964844 +93 93658.390625 +94 8371.557617 +95 16984.742188 +96 7574.965820 +97 19121.894531 +98 3088.887451 +99 6650.892090 +100 3573.945557 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ISS,SARIMAX,1.8125767707824707,"96 16336.518555 +97 13782.643555 +98 12853.601562 +99 17205.804688 +100 14322.952148 +101 14774.728516 +102 14872.685547 +103 13943.386719 +104 12814.464844 +105 12794.650391 +106 12814.464844 +107 12859.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ITBI,SARIMAX,1.6359689235687256,"94 10778.433594 +95 11414.873047 +96 12188.074219 +97 8445.757812 +98 10224.708984 +99 7322.859375 +100 9613.728516 +101 8710.509766 +102 11836.171875 +103 12540.238281 +104 9201.630859 +105 8722.638672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,IRRF,XGBoost,1.3868217468261719,"96 57415.949219 +97 58228.519531 +98 58228.519531 +99 56985.808594 +100 58687.390625 +101 58097.515625 +102 57894.937500 +103 58687.390625 +104 57420.632812 +105 57336.210938 +106 58161.621094 +107 113748.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do FPM,XGBoost,1.2328855991363525,"96 1.185307e+06 +97 1.437619e+06 +98 1.043578e+06 +99 1.185307e+06 +100 1.437619e+06 +101 1.271619e+06 +102 1.124347e+06 +103 1.271619e+06 +104 1.140246e+06 +105 9.978957e+05 +106 1.437619e+06 +107 1.437619e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,SES,1.2549855709075928,"96 462440.56250 +97 468012.15625 +98 472273.06250 +99 468012.15625 +100 476206.37500 +101 519217.59375 +102 468012.15625 +103 468012.15625 +104 462503.71875 +105 462503.71875 +106 426317.28125 +107 462489.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,SARIMAX,1.3573944568634033,"94 97714.492188 +95 97714.492188 +96 136138.984375 +97 92482.320312 +98 97714.492188 +99 92482.351562 +100 135121.125000 +101 135417.781250 +102 135160.921875 +103 135469.140625 +104 135106.718750 +105 97714.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do ITR,AR,1.332444429397583,"67 370.583832 +68 1865.909912 +69 3186.767334 +70 4867.237793 +71 4873.679688 +72 8077.016113 +73 11380.339844 +74 11382.178711 +75 8075.968262 +76 8068.370605 +77 11380.586914 +78 8077.028320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,IPTU,AR,1.7414181232452393,"108 272931.187500 +109 203387.468750 +110 34675.593750 +111 34208.617188 +112 159516.015625 +113 35176.722656 +114 34197.578125 +115 26494.410156 +116 33585.242188 +117 35559.019531 +118 36335.515625 +119 190680.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ISS,XGBoost,1.1078555583953857,"108 50945.277344 +109 39554.210938 +110 50164.621094 +111 50655.558594 +112 50237.917969 +113 48043.000000 +114 47445.253906 +115 37442.687500 +116 49519.214844 +117 47445.253906 +118 39673.011719 +119 46951.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ITBI,HWES,2.335106134414673,"108 54278.441406 +109 53387.042969 +110 23757.310547 +111 29512.119141 +112 32156.746094 +113 56423.382812 +114 29512.119141 +115 24513.117188 +116 44437.292969 +117 24069.003906 +118 20054.765625 +119 36388.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,IRRF,Prophet,1.296879768371582,"108 187085.562500 +109 147685.390625 +110 178678.812500 +111 178678.812500 +112 145921.718750 +113 178678.812500 +114 145896.015625 +115 145921.718750 +116 145896.015625 +117 145896.015625 +118 145921.718750 +119 178678.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do FPM,SARIMAX,0.957813024520874,"108 1.893044e+06 +109 1.793850e+06 +110 1.198232e+06 +111 1.793126e+06 +112 1.793126e+06 +113 1.793126e+06 +114 1.793126e+06 +115 1.198232e+06 +116 1.198232e+06 +117 1.028548e+06 +118 1.793126e+06 +119 1.793850e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,HWES,1.330336332321167,"108 923592.3750 +109 801016.6875 +110 776332.4375 +111 835086.8750 +112 944039.1250 +113 873117.1875 +114 835086.8750 +115 943104.6250 +116 943104.6250 +117 835086.8750 +118 944039.1250 +119 945636.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,XGBoost,2.295668840408325,"108 185103.875000 +109 64956.296875 +110 178752.859375 +111 189342.031250 +112 213342.390625 +113 55885.273438 +114 25162.544922 +115 24889.027344 +116 12211.559570 +117 8150.220703 +118 9791.627930 +119 137123.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ITR,XGBoost,1.7377805709838867,"99 8752.782227 +100 15409.945312 +101 15518.793945 +102 29479.257812 +103 29443.396484 +104 29435.232422 +105 29400.490234 +106 29449.988281 +107 18471.392578 +108 18468.662109 +109 29454.216797 +110 29450.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,IPTU,AR,1.4254467487335205,"84 58060.328125 +85 47948.007812 +86 14713.206055 +87 14377.040039 +88 14408.586914 +89 29148.121094 +90 14408.586914 +91 14668.647461 +92 14466.233398 +93 13573.019531 +94 14444.051758 +95 14465.206055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ISS,Prophet,1.0160586833953857,"84 80406.273438 +85 80208.390625 +86 80142.507812 +87 81082.015625 +88 80283.570312 +89 80281.031250 +90 80402.257812 +91 79868.000000 +92 80617.351562 +93 80617.351562 +94 80617.351562 +95 80621.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ITBI,MLP,1.5060479640960693,"69 -46432.621281 +70 2082.312452 +71 2290.932127 +72 2319.004682 +73 327.959695 +74 935.906753 +75 246.376925 +76 148.907146 +77 774.749876 +78 147.237442 +79 -1272.038645 +80 -1552.460727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,IRRF,SARIMAX,1.5686304569244385,"84 90721.734375 +85 90721.734375 +86 91368.164062 +87 91368.164062 +88 91368.164062 +89 91368.164062 +90 91368.164062 +91 91368.164062 +92 91368.164062 +93 91368.164062 +94 91368.164062 +95 91368.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do FPM,SARIMAX,1.0654706954956055,"84 1776106.000 +85 1811506.375 +86 1366867.625 +87 1776106.000 +88 1776106.000 +89 1776106.000 +90 1811506.375 +91 1776106.000 +92 1445289.250 +93 1445289.250 +94 1811409.375 +95 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,XGBoost,1.508605718612671,"84 418764.3125 +85 434282.8750 +86 434246.3125 +87 403259.3125 +88 404464.5000 +89 421545.4375 +90 421545.4375 +91 421609.5625 +92 421826.4375 +93 421831.1875 +94 421252.7500 +95 434237.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,XGBoost,1.1622979640960693,"84 211252.984375 +85 126962.468750 +86 178784.609375 +87 211252.984375 +88 178981.421875 +89 126962.468750 +90 125110.304688 +91 125185.867188 +92 125258.382812 +93 125157.132812 +94 178784.609375 +95 211252.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do ITR,XGBoost,1.4832172393798828,"77 5065.346680 +78 44889.750000 +79 44889.750000 +80 4619.738281 +81 34632.332031 +82 34597.230469 +83 34634.050781 +84 4584.996094 +85 5770.007324 +86 63974.417969 +87 5694.168457 +88 5730.506348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Transferencias LC 61_1989,XGBoost,2.292902946472168,"84 4085.308105 +85 4450.112793 +86 3823.593506 +87 3916.108154 +88 4147.859863 +89 3941.691650 +90 3852.626465 +91 4139.096680 +92 4057.827393 +93 3927.097168 +94 4153.293945 +95 3852.622070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,IPTU,HWES,2.2332875728607178,"94 4.616638e+05 +95 5.369012e+05 +96 5.133291e+05 +97 6.021276e+05 +98 2.159963e+06 +99 2.178695e+06 +100 5.699534e+05 +101 5.729564e+05 +102 7.621659e+05 +103 4.805031e+05 +104 5.233982e+05 +105 5.453345e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ISS,MLP,1.0793530941009521,"96 1.989959e+06 +97 1.922092e+06 +98 1.983975e+06 +99 1.964869e+06 +100 1.959666e+06 +101 1.957873e+06 +102 1.967393e+06 +103 1.952079e+06 +104 1.956388e+06 +105 1.917581e+06 +106 1.974958e+06 +107 1.919211e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ITBI,HWES,1.2044122219085693,"96 370363.56250 +97 388272.75000 +98 373465.40625 +99 374676.31250 +100 388164.09375 +101 387326.09375 +102 613037.56250 +103 432863.31250 +104 374391.12500 +105 375456.18750 +106 374499.78125 +107 599264.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,IRRF,Prophet,1.6188712120056152,"74 3833105.75 +75 3830535.50 +76 3731220.25 +77 3731220.25 +78 3731220.25 +79 4025968.50 +80 3731220.25 +81 4025968.50 +82 3731220.25 +83 3731625.50 +84 3731220.25 +85 4025968.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do FPM,XGBoost,1.0214183330535889,"96 6055116.0 +97 7246025.0 +98 5295104.0 +99 6055116.0 +100 7119062.0 +101 6055116.0 +102 7246025.0 +103 6055116.0 +104 6045339.0 +105 5264155.0 +106 7246025.0 +107 7246025.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,MLP,1.2148804664611816,"96 6.269166e+06 +97 6.511081e+06 +98 6.560694e+06 +99 6.418435e+06 +100 6.620102e+06 +101 6.303594e+06 +102 6.302922e+06 +103 6.323902e+06 +104 6.240578e+06 +105 6.213463e+06 +106 6.192701e+06 +107 6.377223e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,MLP,2.792520046234131,"96 2.639966e+06 +97 1.206543e+06 +98 1.361140e+06 +99 2.402957e+06 +100 1.887234e+06 +101 1.008054e+06 +102 7.874561e+05 +103 6.541836e+05 +104 5.055479e+05 +105 4.684708e+05 +106 4.463265e+05 +107 3.865741e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do ITR,AR,1.7610337734222412,"95 2323.618896 +96 11480.701172 +97 8442.753906 +98 11480.701172 +99 8683.565430 +100 38180.667969 +101 38105.582031 +102 38111.882812 +103 43691.632812 +104 52371.273438 +105 38089.832031 +106 38091.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,IPTU,SARIMAX,1.328134536743164,"102 18076.123047 +103 21237.242188 +104 90504.437500 +105 49083.960938 +106 46231.531250 +107 21213.953125 +108 12676.038086 +109 13228.393555 +110 19773.949219 +111 12154.882812 +112 16896.833984 +113 20114.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ISS,XGBoost,1.5482580661773682,"108 18649.701172 +109 19790.054688 +110 17410.322266 +111 19648.453125 +112 20094.841797 +113 19232.457031 +114 19773.753906 +115 19799.380859 +116 19661.689453 +117 19802.541016 +118 19799.380859 +119 17423.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ITBI,SES,1.5887680053710938,"107 17164.960938 +108 21052.966797 +109 19823.986328 +110 17753.804688 +111 8218.704102 +112 17226.019531 +113 21052.966797 +114 20663.714844 +115 17377.773438 +116 18387.832031 +117 20663.714844 +118 20725.251953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,IRRF,XGBoost,2.089322090148926,"108 72744.570312 +109 65370.828125 +110 72744.570312 +111 65370.828125 +112 95426.828125 +113 95426.828125 +114 93195.789062 +115 95426.828125 +116 93195.789062 +117 95426.828125 +118 93329.726562 +119 93195.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do FPM,SARIMAX,1.1824462413787842,"108 1.344702e+06 +109 1.893769e+06 +110 1.059147e+06 +111 1.181584e+06 +112 1.344726e+06 +113 1.302475e+06 +114 1.344858e+06 +115 1.059147e+06 +116 1.059147e+06 +117 9.636539e+05 +118 1.344726e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,HWES,1.0516479015350342,"108 503350.87500 +109 364690.87500 +110 382564.59375 +111 483681.15625 +112 481758.43750 +113 492985.34375 +114 500225.00000 +115 521082.21875 +116 521088.34375 +117 493362.53125 +118 503883.06250 +119 483383.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,XGBoost,2.22226881980896,"108 92784.632812 +109 40304.847656 +110 61021.375000 +111 65261.117188 +112 65902.914062 +113 10852.130859 +114 5209.941406 +115 3860.313965 +116 4032.967773 +117 6326.179688 +118 3913.671387 +119 92784.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ITR,SES,1.4167447090148926,"96 348.924835 +97 380.248962 +98 315.063354 +99 393.722473 +100 612.578003 +101 609.495850 +102 391.534393 +103 662.817261 +104 3836.587891 +105 5550.178223 +106 3822.398438 +107 3835.861328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Transferencias LC 61_1989,AR,1.4280076026916504,"108 4430.022461 +109 4018.637207 +110 4240.604492 +111 4299.930176 +112 4316.604980 +113 4373.163574 +114 4352.035645 +115 4227.729004 +116 4227.729004 +117 4697.037598 +118 4289.864258 +119 4548.023926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,IPTU,SARIMAX,1.1007301807403564,"96 7547.323242 +97 30797.007812 +98 30797.007812 +99 15695.821289 +100 29954.337891 +101 14340.500977 +102 14569.926758 +103 14572.278320 +104 15338.611328 +105 14572.278320 +106 9400.702148 +107 8127.500977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ISS,MLP,1.219411849975586,"96 13444.325667 +97 13768.235171 +98 13532.785292 +99 12729.917737 +100 12314.876931 +101 12806.033169 +102 12308.943801 +103 11813.510668 +104 11309.286482 +105 10252.994341 +106 10471.298201 +107 8977.733086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ITBI,XGBoost,1.4085638523101807,"88 2234.460938 +89 2248.764160 +90 3707.875488 +91 2438.992188 +92 3522.308105 +93 3278.733154 +94 3570.863770 +95 5108.463867 +96 4178.048828 +97 3493.560059 +98 3682.423096 +99 1183.466919 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,IRRF,Prophet,1.0078492164611816,"96 107191.500000 +97 107191.500000 +98 107191.500000 +99 107191.500000 +100 107191.500000 +101 107400.500000 +102 107191.500000 +103 107400.500000 +104 107400.500000 +105 107400.500000 +106 107400.500000 +107 107411.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do FPM,XGBoost,1.9713404178619385,"96 1575562.75 +97 1811506.50 +98 1495029.75 +99 1575562.75 +100 1786128.00 +101 1575562.75 +102 1811506.50 +103 1575562.75 +104 1568740.00 +105 1370926.00 +106 1811477.75 +107 1811506.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,SES,1.025771141052246,"96 317075.93750 +97 326842.28125 +98 361735.06250 +99 321876.18750 +100 363827.31250 +101 321876.50000 +102 321876.50000 +103 326842.28125 +104 322957.03125 +105 322957.03125 +106 323429.93750 +107 361735.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,XGBoost,1.214073896408081,"96 97993.625000 +97 42487.421875 +98 75818.218750 +99 97993.625000 +100 75818.218750 +101 46222.871094 +102 40423.867188 +103 38697.222656 +104 38698.789062 +105 38690.785156 +106 38689.187500 +107 113706.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ITR,AR,1.4424962997436523,"79 166.508041 +80 427.959534 +81 427.585236 +82 348.874451 +83 2369.361572 +84 608.855774 +85 491.600983 +86 4284.884766 +87 2323.570801 +88 3655.461914 +89 3960.562988 +90 2829.881348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Transferencias LC 61_1989,XGBoost,1.263552188873291,"96 3226.801758 +97 2974.390869 +98 3170.073730 +99 3362.690430 +100 3795.796631 +101 3355.228271 +102 3271.145264 +103 3367.727539 +104 3272.212158 +105 3307.605713 +106 3356.461914 +107 3181.336426 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,IPTU,AR,1.2316076755523682,"108 29561.162109 +109 45932.316406 +110 4253.142578 +111 5685.112305 +112 2763.657471 +113 7516.265625 +114 4024.617188 +115 5143.520996 +116 3819.615234 +117 5154.544922 +118 4115.033203 +119 5070.537598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ISS,XGBoost,1.3433032035827637,"108 35836.371094 +109 28480.109375 +110 25229.734375 +111 26180.125000 +112 26820.390625 +113 36470.027344 +114 38676.503906 +115 44055.167969 +116 35486.214844 +117 35486.214844 +118 43579.324219 +119 38715.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ITBI,XGBoost,1.8275749683380127,"93 11060.925781 +94 10998.050781 +95 11059.134766 +96 11052.503906 +97 11138.631836 +98 11055.736328 +99 11067.380859 +100 10965.708984 +101 11067.417969 +102 11059.134766 +103 11052.694336 +104 11061.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,IRRF,Prophet,1.398285150527954,"108 60900.648438 +109 33881.535156 +110 33840.636719 +111 33884.671875 +112 37463.410156 +113 33152.750000 +114 32683.933594 +115 32692.035156 +116 32345.625000 +117 32393.583984 +118 32417.234375 +119 33881.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do FPM,SARIMAX,1.1002798080444336,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,HWES,1.2162597179412842,"108 593793.4375 +109 592264.5000 +110 594283.3125 +111 597664.0000 +112 600058.5000 +113 595408.2500 +114 598826.5000 +115 599424.5625 +116 599424.5625 +117 599424.5625 +118 598993.8750 +119 560998.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,SARIMAX,1.117929220199585,"106 77126.468750 +107 12020.608398 +108 24422.078125 +109 24054.701172 +110 20993.404297 +111 3473.010010 +112 2971.385986 +113 2451.468750 +114 2689.690918 +115 2688.586670 +116 3226.046875 +117 77126.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do ITR,XGBoost,1.562258005142212,"77 14.859404 +78 16.567385 +79 6.344498 +80 16.890882 +81 15.155685 +82 13.121629 +83 10.557449 +84 16.738804 +85 37.718712 +86 14.705755 +87 11.257640 +88 2.499756 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Transferencias LC 61_1989,AR,1.3139324188232422,"108 4089.878906 +109 3908.166016 +110 3921.626953 +111 4283.825684 +112 3547.968262 +113 3628.763184 +114 3678.169922 +115 5131.070312 +116 3710.737549 +117 3815.213867 +118 3606.812256 +119 3597.760498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,IPTU,SARIMAX,2.3106133937835693,"96 440375.093750 +97 193001.406250 +98 175193.578125 +99 80683.828125 +100 81449.609375 +101 85814.507812 +102 83078.945312 +103 86389.500000 +104 84784.484375 +105 99990.132812 +106 53681.945312 +107 106975.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ISS,XGBoost,1.7707056999206543,"96 240732.328125 +97 240732.328125 +98 280540.687500 +99 247591.828125 +100 280535.031250 +101 247591.828125 +102 245531.921875 +103 278802.750000 +104 280535.031250 +105 245531.921875 +106 247339.984375 +107 280535.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ITBI,MLP,1.0465545654296875,"96 505920.243964 +97 533989.672681 +98 506272.278428 +99 553228.208745 +100 601978.617675 +101 651486.453834 +102 711934.459717 +103 784214.525961 +104 855525.246911 +105 900557.531440 +106 966606.732110 +107 973015.744019 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,IRRF,SARIMAX,1.021329641342163,"96 421297.09375 +97 421467.81250 +98 421467.75000 +99 421467.75000 +100 421467.75000 +101 421467.75000 +102 421467.75000 +103 421467.75000 +104 421467.75000 +105 421467.75000 +106 450391.56250 +107 450391.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do FPM,XGBoost,1.0204391479492188,"96 3236496.500 +97 3486627.000 +98 2619414.750 +99 3348258.500 +100 3343516.000 +101 3236496.500 +102 3486627.000 +103 3236496.500 +104 1933025.625 +105 2553903.000 +106 3486627.000 +107 3486627.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,XGBoost,1.0629563331604004,"95 1910791.125 +96 2062585.750 +97 1897254.875 +98 2188028.750 +99 1979813.500 +100 1943268.625 +101 2322667.750 +102 2322667.750 +103 2188028.750 +104 2188028.750 +105 1910791.125 +106 1830596.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,AR,1.0153906345367432,"77 504192.31250 +78 490488.46875 +79 487885.40625 +80 491481.25000 +81 490622.81250 +82 490492.75000 +83 489462.59375 +84 489389.00000 +85 489362.87500 +86 489362.87500 +87 477762.18750 +88 502364.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do ITR,SARIMAX,1.8682308197021484,"96 29788.582031 +97 22561.320312 +98 11839.304688 +99 52583.367188 +100 53102.835938 +101 52567.335938 +102 53240.171875 +103 72180.640625 +104 299549.843750 +105 300319.406250 +106 68060.257812 +107 63885.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Transferencias LC 61_1989,XGBoost,1.281679391860962,"95 16558.255859 +96 19207.845703 +97 13427.454102 +98 8802.364258 +99 8610.171875 +100 9249.594727 +101 9997.333008 +102 11760.106445 +103 10623.188477 +104 12694.498047 +105 7510.152832 +106 12594.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,HWES,1.1393916606903076,"96 2123.067627 +97 1356.850464 +98 1279.286743 +99 1144.235718 +100 -215.319702 +101 11352.315430 +102 17556.367188 +103 17562.650391 +104 -892.761902 +105 -932.731567 +106 -574.921387 +107 -568.534424 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,SARIMAX,1.5763235092163086,"108 25661.296875 +109 25663.548828 +110 25661.296875 +111 25661.296875 +112 25658.232422 +113 25439.841797 +114 25661.296875 +115 25657.181641 +116 25661.296875 +117 25657.181641 +118 25661.296875 +119 25439.841797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,HWES,1.286210298538208,"101 20112.687500 +102 29388.990234 +103 11297.041992 +104 10458.756836 +105 34789.464844 +106 18313.406250 +107 14204.122070 +108 1442.944702 +109 7971.256348 +110 5160.821289 +111 13958.804688 +112 13975.613281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,IRRF,SARIMAX,2.4034087657928467,"108 82352.773438 +109 64252.800781 +110 82352.773438 +111 82352.773438 +112 82352.773438 +113 64378.058594 +114 82352.773438 +115 64252.800781 +116 82352.734375 +117 82352.734375 +118 64378.058594 +119 82352.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do FPM,SARIMAX,1.259577989578247,"108 1317895.125 +109 1893771.000 +110 1088066.875 +111 1189685.500 +112 1381908.750 +113 1373271.250 +114 1381908.750 +115 1088066.875 +116 1088066.875 +117 1028965.000 +118 1381908.750 +119 1893771.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,HWES,1.1927847862243652,"108 714147.6875 +109 657201.5000 +110 655267.3125 +111 737171.4375 +112 697381.1875 +113 728547.8125 +114 747848.5000 +115 737066.1875 +116 737066.1875 +117 697381.1875 +118 714147.6875 +119 697381.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2409873008728027,"102 58975.054688 +103 23111.845703 +104 43434.050781 +105 42014.582031 +106 42014.582031 +107 23973.490234 +108 24202.568359 +109 10543.388672 +110 12162.741211 +111 10936.675781 +112 18705.560547 +113 44931.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ITR,SES,1.3298611640930176,"78 1382.199341 +79 1096.352051 +80 1401.394165 +81 1276.541626 +82 27894.599609 +83 7021.955566 +84 7013.124023 +85 7981.686035 +86 6437.283203 +87 6430.857422 +88 27612.880859 +89 6940.646973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9896783828735352,"60 5161.779785 +61 5716.873047 +62 5698.699707 +63 7366.729980 +64 4935.448730 +65 5016.524414 +66 5212.603516 +67 4945.417969 +68 4888.068359 +69 5132.820801 +70 4904.924316 +71 5154.001465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,IPTU,XGBoost,2.4067444801330566,"108 3.279497e+05 +109 4.618780e+05 +110 7.911886e+05 +111 1.268938e+06 +112 5.049154e+06 +113 4.633085e+05 +114 4.633087e+05 +115 4.106128e+05 +116 6.191579e+05 +117 3.832327e+05 +118 4.631962e+05 +119 4.633184e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ISS,SARIMAX,1.0557224750518799,"108 1974218.750 +109 1657093.250 +110 1879327.125 +111 1879327.125 +112 1879327.125 +113 1879327.125 +114 1879327.125 +115 1879327.125 +116 1879327.125 +117 1879327.125 +118 1879327.125 +119 1879327.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ITBI,SARIMAX,1.0410964488983154,"108 370269.21875 +109 384964.37500 +110 512371.62500 +111 667434.75000 +112 399154.68750 +113 490053.90625 +114 512371.62500 +115 512371.56250 +116 512191.31250 +117 664973.93750 +118 512371.56250 +119 512340.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,IRRF,XGBoost,1.8477764129638672,"108 1079604.375 +109 1131020.875 +110 1131157.500 +111 1131020.875 +112 1078991.125 +113 1131157.500 +114 1131020.875 +115 1131020.875 +116 1319998.375 +117 1319998.375 +118 1319998.375 +119 1319998.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do FPM,MLP,1.9945933818817139,"108 5.296132e+06 +109 6.630262e+06 +110 4.599895e+06 +111 5.081431e+06 +112 5.510809e+06 +113 5.258469e+06 +114 6.226554e+06 +115 4.731694e+06 +116 4.817953e+06 +117 4.604968e+06 +118 5.547042e+06 +119 7.919768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,MLP,0.8851022720336914,"108 6.246340e+06 +109 6.134689e+06 +110 6.255454e+06 +111 6.485426e+06 +112 6.609653e+06 +113 6.367286e+06 +114 6.455996e+06 +115 6.519388e+06 +116 6.501394e+06 +117 6.648618e+06 +118 6.325987e+06 +119 6.620504e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,MLP,1.6714909076690674,"108 3.590774e+06 +109 1.336971e+06 +110 1.713552e+06 +111 3.033614e+06 +112 2.271402e+06 +113 9.286837e+05 +114 7.433947e+05 +115 5.126139e+05 +116 4.824114e+05 +117 3.997733e+05 +118 3.331807e+05 +119 5.008674e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do ITR,MLP,2.14351749420166,"84 1.695995e+05 +85 8.660895e+04 +86 9.694384e+04 +87 9.882767e+04 +88 9.733138e+04 +89 1.171812e+05 +90 1.121899e+05 +91 1.137594e+05 +92 3.020196e+05 +93 2.656280e+06 +94 5.486157e+05 +95 4.246251e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Transferencias LC 61_1989,XGBoost,1.1282768249511719,"108 62149.851562 +109 61497.402344 +110 67823.656250 +111 68790.140625 +112 72356.171875 +113 79957.984375 +114 74233.242188 +115 75848.343750 +116 74172.476562 +117 63494.343750 +118 76091.242188 +119 60655.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,IPTU,MLP,2.228868007659912,"102 17591.070707 +103 24991.741158 +104 49089.763403 +105 76417.546009 +106 149886.590429 +107 25836.095088 +108 20153.299389 +109 20491.923470 +110 17631.023246 +111 17543.685007 +112 16643.298742 +113 17926.440937 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ISS,SARIMAX,2.6461894512176514,"108 31831.984375 +109 38305.503906 +110 26756.511719 +111 36577.535156 +112 37088.128906 +113 33781.824219 +114 36932.683594 +115 29999.142578 +116 33771.683594 +117 37376.300781 +118 35827.054688 +119 29976.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ITBI,SES,2.0809121131896973,"107 19759.531250 +108 23489.972656 +109 19571.789062 +110 17477.830078 +111 12600.480469 +112 13879.637695 +113 23448.914062 +114 13880.302734 +115 23731.488281 +116 15673.957031 +117 14352.032227 +118 18947.443359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,IRRF,SARIMAX,1.4054911136627197,"108 101555.828125 +109 101555.828125 +110 116589.742188 +111 98833.289062 +112 92837.218750 +113 116589.742188 +114 63683.015625 +115 92837.218750 +116 116589.742188 +117 92837.218750 +118 92837.218750 +119 116589.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do FPM,SARIMAX,1.7360310554504395,"108 1848504.250 +109 1892100.000 +110 1477778.750 +111 1406127.500 +112 1848504.250 +113 1660800.375 +114 1893768.750 +115 1477778.750 +116 1477778.750 +117 1295355.750 +118 1892100.000 +119 1892100.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,XGBoost,1.0722777843475342,"108 1.024250e+06 +109 1.039372e+06 +110 9.917269e+05 +111 1.024882e+06 +112 1.039372e+06 +113 1.039520e+06 +114 1.037972e+06 +115 1.039447e+06 +116 1.040182e+06 +117 1.039372e+06 +118 1.039520e+06 +119 1.039372e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,MLP,1.985992431640625,"108 865265.330426 +109 -455662.723467 +110 111108.243394 +111 158991.864435 +112 134716.673228 +113 68184.321921 +114 58596.646393 +115 46103.566546 +116 57458.471206 +117 48889.121625 +118 52890.778784 +119 292776.436234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do ITR,XGBoost,1.4063224792480469,"62 1510.181030 +63 1510.380371 +64 1510.380371 +65 1747.947266 +66 1747.947266 +67 1746.407715 +68 1394.809326 +69 1840.540405 +70 1923.485474 +71 1840.530273 +72 1950.479858 +73 287.032837 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Transferencias LC 61_1989,MLP,1.2444219589233398,"48 -12340.633707 +49 -12005.340177 +50 -16450.493427 +51 -632740.478396 +52 -250189.011984 +53 -297524.201410 +54 -352875.322685 +55 -416630.821058 +56 -493430.436373 +57 22946.427114 +58 -467348.187481 +59 -554824.969326 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,IPTU,HWES,2.705732583999634,"84 31502.162109 +85 115663.023438 +86 285805.000000 +87 347836.562500 +88 110543.398438 +89 111438.789062 +90 68637.617188 +91 111851.945312 +92 28546.632812 +93 110823.757812 +94 28005.113281 +95 36207.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ISS,SES,1.5609164237976074,"84 153048.718750 +85 134269.328125 +86 133862.375000 +87 141990.328125 +88 143309.765625 +89 133862.375000 +90 133863.156250 +91 142020.296875 +92 146328.671875 +93 146329.281250 +94 142022.406250 +95 142021.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ITBI,XGBoost,1.0970590114593506,"84 143716.921875 +85 231737.578125 +86 231782.046875 +87 231737.578125 +88 231782.046875 +89 167910.343750 +90 232090.578125 +91 231782.046875 +92 232146.546875 +93 231565.656250 +94 231782.046875 +95 167910.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,IRRF,XGBoost,0.9632766246795654,"84 333102.34375 +85 333102.34375 +86 333102.34375 +87 288680.06250 +88 333112.09375 +89 333102.34375 +90 333080.68750 +91 333080.68750 +92 333078.21875 +93 333102.34375 +94 333078.21875 +95 333112.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do FPM,AR,1.0377111434936523,"84 1334376.000 +85 1893769.250 +86 1069753.625 +87 1205531.000 +88 1336906.125 +89 1328040.625 +90 1336906.125 +91 1069753.625 +92 1068971.125 +93 1032144.625 +94 1336906.125 +95 1893769.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,MLP,1.2072129249572754,"84 1.032646e+06 +85 1.035050e+06 +86 1.046559e+06 +87 1.054880e+06 +88 1.051712e+06 +89 1.041547e+06 +90 1.043737e+06 +91 1.041854e+06 +92 1.036314e+06 +93 1.029127e+06 +94 1.008400e+06 +95 1.005856e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,AR,1.581272840499878,"84 260306.687500 +85 141170.531250 +86 221775.687500 +87 339431.375000 +88 230503.406250 +89 94730.101562 +90 94412.078125 +91 53142.042969 +92 33340.339844 +93 37595.484375 +94 32723.050781 +95 230503.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ITR,MLP,2.3974177837371826,"84 13441.956331 +85 5219.500305 +86 5335.127943 +87 6645.559631 +88 5882.484580 +89 6344.105354 +90 7879.702948 +91 7342.050544 +92 40712.246178 +93 161612.815741 +94 25077.469221 +95 26270.171861 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Transferencias LC 61_1989,XGBoost,1.865295171737671,"84 11681.487305 +85 10294.278320 +86 11544.574219 +87 11788.579102 +88 11883.260742 +89 11718.041016 +90 11596.301758 +91 11564.843750 +92 12107.413086 +93 11488.341797 +94 11273.858398 +95 12055.305664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,AR,2.67257022857666,"108 2.703096e+04 +109 6.968634e+04 +110 1.157598e+06 +111 5.312213e+04 +112 2.699786e+04 +113 5.375992e+04 +114 2.670869e+04 +115 5.375992e+04 +116 3.017382e+04 +117 4.437354e+04 +118 2.601206e+04 +119 5.375992e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ISS,Prophet,1.0890114307403564,"108 171878.921875 +109 171878.125000 +110 171878.921875 +111 171878.921875 +112 158600.093750 +113 171878.921875 +114 158999.687500 +115 158999.687500 +116 158999.687500 +117 158999.687500 +118 171878.921875 +119 171878.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,XGBoost,1.5268268585205078,"108 146244.578125 +109 146243.453125 +110 146210.000000 +111 145751.437500 +112 146243.453125 +113 146213.234375 +114 147325.812500 +115 147325.812500 +116 146324.062500 +117 146214.984375 +118 146215.031250 +119 147345.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,IRRF,Prophet,1.1228752136230469,"108 96846.960938 +109 96846.960938 +110 106936.382812 +111 96833.523438 +112 96846.960938 +113 96846.960938 +114 96846.960938 +115 96846.960938 +116 96846.960938 +117 148599.015625 +118 96833.523438 +119 148599.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do FPM,SARIMAX,1.935163974761963,"108 1380880.250 +109 1893767.000 +110 1108315.375 +111 1210576.250 +112 1381658.500 +113 1373921.375 +114 1381658.500 +115 1108315.375 +116 1111050.000 +117 1036466.250 +118 1381658.500 +119 1893767.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,HWES,1.0788331031799316,"108 583982.6875 +109 532289.6250 +110 542258.0625 +111 577929.0000 +112 632639.5000 +113 588449.5000 +114 577929.0000 +115 631924.1250 +116 578175.0000 +117 597739.2500 +118 587576.6250 +119 597739.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,MLP,1.7011148929595947,"108 446638.157763 +109 127227.329103 +110 176772.747401 +111 266524.321347 +112 190351.897590 +113 106910.068499 +114 83010.997999 +115 70335.290205 +116 53349.078858 +117 52718.018877 +118 50081.622768 +119 430532.547413 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ITR,XGBoost,2.4257395267486572,"93 884.330078 +94 4207.519531 +95 5133.345703 +96 5230.523926 +97 7133.255859 +98 10322.251953 +99 7597.477539 +100 12213.322266 +101 7596.415039 +102 7603.497070 +103 7596.126465 +104 7597.793945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Transferencias LC 61_1989,XGBoost,1.5447635650634766,"108 4076.355713 +109 4870.341309 +110 5285.860352 +111 5978.309082 +112 4194.328125 +113 4237.768066 +114 5967.369141 +115 4212.757812 +116 4187.971680 +117 5097.814453 +118 5127.255859 +119 5240.009766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,SARIMAX,1.2703497409820557,"102 4504.203125 +103 5238.226074 +104 10486.865234 +105 27628.732422 +106 48735.093750 +107 6368.743164 +108 6368.743164 +109 5933.147461 +110 9267.776367 +111 5382.273438 +112 7909.839844 +113 8047.623047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,Prophet,1.485546588897705,"108 14622.145508 +109 5126.623535 +110 4776.229980 +111 4961.433105 +112 4911.773926 +113 4767.853516 +114 6378.089355 +115 14673.369141 +116 4855.234375 +117 4767.853516 +118 10865.983398 +119 4986.932129 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,HWES,2.1065354347229004,"104 60104.027344 +105 65003.023438 +106 62738.894531 +107 65804.023438 +108 63677.855469 +109 63770.429688 +110 63554.464844 +111 65535.632812 +112 62969.054688 +113 66011.132812 +114 66011.132812 +115 65535.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,IRRF,SARIMAX,1.2608416080474854,"103 53449.039062 +104 60433.046875 +105 60433.046875 +106 60433.046875 +107 68830.554688 +108 60433.046875 +109 53488.390625 +110 53488.390625 +111 53488.187500 +112 60433.046875 +113 68830.554688 +114 75376.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do FPM,SARIMAX,1.0599355697631836,"108 1488630.125 +109 2221812.750 +110 1534467.500 +111 1610309.750 +112 1491807.500 +113 1711218.500 +114 1491807.500 +115 1534467.500 +116 1533941.500 +117 1475389.000 +118 1463878.000 +119 2221812.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,HWES,1.0457253456115723,"108 743020.4375 +109 670961.1250 +110 683075.3125 +111 767282.1875 +112 716450.0625 +113 744560.3125 +114 745529.8125 +115 769456.5625 +116 769456.5625 +117 716450.0625 +118 743020.4375 +119 716450.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.591620683670044,"96 73348.195312 +97 71509.039062 +98 72129.578125 +99 93617.976562 +100 74495.281250 +101 57034.039062 +102 74080.328125 +103 57034.039062 +104 78333.101562 +105 78218.757812 +106 73318.734375 +107 74080.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ITR,MLP,2.6516337394714355,"99 15640.379172 +100 11470.821906 +101 12517.099472 +102 13888.781577 +103 14680.715331 +104 15559.086849 +105 16550.936362 +106 17922.129197 +107 20787.701311 +108 89100.823979 +109 14051.551829 +110 15094.600583 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Transferencias LC 61_1989,XGBoost,1.344970464706421,"108 6262.233887 +109 6405.272949 +110 6273.316406 +111 6462.504883 +112 6237.039062 +113 6999.294434 +114 7096.649902 +115 6639.412109 +116 6812.345703 +117 6157.289062 +118 6611.782227 +119 5737.970703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,IPTU,HWES,2.384950876235962,"108 5.766170e+05 +109 3.816931e+06 +110 2.676432e+06 +111 2.748174e+05 +112 3.440358e+05 +113 4.666270e+05 +114 2.961590e+05 +115 2.961590e+05 +116 2.939299e+05 +117 3.440358e+05 +118 8.878362e+05 +119 2.968798e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ISS,SES,1.2872271537780762,"108 731905.1250 +109 735137.4375 +110 731908.7500 +111 731905.1250 +112 731905.1250 +113 731905.1250 +114 731905.1250 +115 731905.1250 +116 731905.1250 +117 731905.1250 +118 731905.1250 +119 731905.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ITBI,XGBoost,1.305288314819336,"108 253746.750000 +109 284623.312500 +110 230550.156250 +111 213166.390625 +112 256713.828125 +113 248625.546875 +114 248625.546875 +115 304390.375000 +116 253166.109375 +117 253923.515625 +118 279577.187500 +119 248470.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,IRRF,XGBoost,1.8432891368865967,"108 1329912.50 +109 1330527.50 +110 1329824.75 +111 1329912.50 +112 1329912.50 +113 1329824.75 +114 1329824.75 +115 1329912.50 +116 1329912.50 +117 1329912.50 +118 1329824.75 +119 1330964.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do FPM,SARIMAX,1.0934348106384277,"108 5379631.00 +109 6943818.00 +110 5362233.50 +111 5382542.00 +112 5903580.00 +113 5894292.00 +114 6345211.50 +115 5362233.50 +116 5356188.00 +117 3623767.25 +118 5903580.00 +119 6943818.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,HWES,1.0917961597442627,"108 4280118.00 +109 3871624.50 +110 3873720.75 +111 4832592.00 +112 4644720.50 +113 4250228.50 +114 4833534.50 +115 4496598.00 +116 4496598.00 +117 4833534.50 +118 4507966.50 +119 4151576.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,MLP,1.7160251140594482,"108 2.034629e+06 +109 5.608686e+05 +110 7.444079e+05 +111 1.297898e+06 +112 9.087305e+05 +113 4.381462e+05 +114 2.993657e+05 +115 2.389924e+05 +116 2.289538e+05 +117 1.911087e+05 +118 1.652100e+05 +119 1.683168e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do ITR,MLP,3.5023303031921387,"108 28438.280439 +109 23912.227830 +110 25950.918549 +111 22249.667661 +112 29007.458176 +113 30200.534301 +114 45016.881282 +115 62613.973398 +116 285120.508614 +117 624492.054836 +118 59763.713848 +119 47317.524466 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Transferencias LC 61_1989,XGBoost,1.02608060836792,"108 36673.554688 +109 38032.527344 +110 41962.878906 +111 38509.378906 +112 39269.714844 +113 43444.984375 +114 33467.707031 +115 39638.324219 +116 32294.857422 +117 32931.839844 +118 46218.632812 +119 44459.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,IPTU,SES,2.0902886390686035,"90 110585.421875 +91 98091.132812 +92 110585.421875 +93 416023.156250 +94 313895.812500 +95 158038.750000 +96 251931.265625 +97 99433.195312 +98 98922.773438 +99 100748.789062 +100 93608.132812 +101 96570.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ISS,MLP,1.2515721321105957,"92 158562.369538 +93 168184.771764 +94 170883.927379 +95 165607.859205 +96 165360.049155 +97 77892.830801 +98 121561.173197 +99 127751.802675 +100 115849.696620 +101 121151.216367 +102 121486.782203 +103 117741.375226 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ITBI,SARIMAX,1.3287394046783447,"92 59765.070312 +93 62850.261719 +94 63378.035156 +95 63736.042969 +96 62705.886719 +97 48749.472656 +98 59008.082031 +99 48775.550781 +100 58196.628906 +101 58409.925781 +102 56073.769531 +103 66682.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,IRRF,Prophet,1.1312248706817627,"92 172342.046875 +93 276347.187500 +94 275778.593750 +95 275782.562500 +96 275790.781250 +97 275790.781250 +98 275790.781250 +99 275790.781250 +100 275790.781250 +101 275790.781250 +102 275478.718750 +103 275478.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do FPM,MLP,1.0713551044464111,"92 1.606437e+06 +93 1.613047e+06 +94 1.546101e+06 +95 1.556607e+06 +96 1.550010e+06 +97 1.524926e+06 +98 1.503057e+06 +99 1.504821e+06 +100 1.483288e+06 +101 1.485976e+06 +102 1.490444e+06 +103 1.466188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,Prophet,1.117431402206421,"92 992443.875 +93 1075241.875 +94 1075241.875 +95 1044296.000 +96 1073851.625 +97 998843.375 +98 1047147.250 +99 1148015.375 +100 998843.375 +101 995455.875 +102 992373.875 +103 1148015.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,XGBoost,2.2237091064453125,"92 654409.18750 +93 491799.12500 +94 492795.40625 +95 586812.25000 +96 584031.68750 +97 493474.62500 +98 494165.31250 +99 494165.31250 +100 525121.00000 +101 523811.59375 +102 523811.59375 +103 587002.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Transferencias LC 61_1989,HWES,1.4403610229492188,"38 12072.585938 +39 11855.399414 +40 11854.992188 +41 11848.412109 +42 11854.478516 +43 11855.399414 +44 11854.824219 +45 11823.331055 +46 11854.992188 +47 11823.331055 +48 11823.331055 +49 11854.995117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,IPTU,XGBoost,1.2477927207946777,"86 2825.714111 +87 63145.511719 +88 13004.765625 +89 11324.936523 +90 11320.019531 +91 1433.321655 +92 1145.857666 +93 1433.321655 +94 2560.757324 +95 1439.069824 +96 2560.757324 +97 1433.321655 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ISS,Prophet,1.5041065216064453,"108 29650.257812 +109 69409.281250 +110 29599.851562 +111 29666.828125 +112 29603.664062 +113 29695.179688 +114 30058.244141 +115 29613.015625 +116 29452.480469 +117 29802.306641 +118 29432.501953 +119 29650.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ITBI,SES,1.4350078105926514,"100 4477.211426 +101 5339.216309 +102 7536.058594 +103 2608.889160 +104 5476.775879 +105 3954.474609 +106 5292.751953 +107 3629.895264 +108 3567.361328 +109 3954.474609 +110 5427.819824 +111 4168.411621 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,IRRF,XGBoost,4.0288002490997314,"108 60673.757812 +109 60673.757812 +110 57544.910156 +111 60673.757812 +112 60673.757812 +113 60673.757812 +114 60673.757812 +115 60673.757812 +116 60673.757812 +117 60673.757812 +118 60673.757812 +119 60673.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do FPM,SARIMAX,1.0524661540985107,"108 1.383999e+06 +109 1.893769e+06 +110 1.108491e+06 +111 1.209057e+06 +112 1.384656e+06 +113 1.383186e+06 +114 1.384640e+06 +115 1.108491e+06 +116 1.109404e+06 +117 1.030295e+06 +118 1.384656e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,HWES,1.389941692352295,"108 403189.50000 +109 384794.75000 +110 388434.56250 +111 403932.96875 +112 403824.31250 +113 403189.50000 +114 403932.96875 +115 403852.46875 +116 403932.96875 +117 401464.25000 +118 403625.43750 +119 401464.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,XGBoost,1.1248457431793213,"104 75641.820312 +105 7149.709961 +106 29895.931641 +107 31242.423828 +108 9084.718750 +109 2268.315430 +110 4011.506104 +111 7105.486328 +112 379.836426 +113 2835.610107 +114 1220.434937 +115 77554.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ITR,HWES,1.2135508060455322,"77 51.739887 +78 49.016510 +79 30.046486 +80 -73.682396 +81 -76.369789 +82 -78.610886 +83 -9.014193 +84 -159.679794 +85 28.708050 +86 -78.055229 +87 -79.229645 +88 -163.189728 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Transferencias LC 61_1989,SES,1.517256736755371,"107 3871.704834 +108 2917.020752 +109 3360.713379 +110 4109.801758 +111 3060.310303 +112 3982.837891 +113 4025.360107 +114 3220.064209 +115 4053.210693 +116 3986.036133 +117 3264.380371 +118 4332.009766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,1.3885555267333984,"92 5505.391602 +93 5275.362305 +94 36.529812 +95 685.505493 +96 7072.751953 +97 1033.222412 +98 201.381592 +99 601.891968 +100 4597.386230 +101 4630.458496 +102 1390.669800 +103 1474.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ISS,SES,1.325347900390625,"108 13481.917969 +109 15537.708984 +110 14598.097656 +111 12458.517578 +112 12421.345703 +113 11458.275391 +114 11509.298828 +115 11682.117188 +116 12421.367188 +117 11685.937500 +118 11685.937500 +119 11682.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ITBI,AR,1.3518545627593994,"91 5266.300293 +92 2660.072998 +93 3937.165039 +94 2543.057129 +95 2181.603516 +96 2220.620361 +97 2147.504883 +98 1717.398560 +99 5027.343262 +100 25337.808594 +101 2058.504639 +102 3741.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,IRRF,SARIMAX,1.902698278427124,"106 69291.351562 +107 69291.351562 +108 69291.351562 +109 69291.351562 +110 69291.351562 +111 69291.351562 +112 68866.375000 +113 69291.351562 +114 69291.351562 +115 69291.351562 +116 69291.351562 +117 69291.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do FPM,SARIMAX,1.253119945526123,"108 1320352.375 +109 1686992.625 +110 1190062.125 +111 1171531.125 +112 1234566.750 +113 1334927.125 +114 1190145.000 +115 1160075.125 +116 1410026.750 +117 1252454.750 +118 1234566.750 +119 1689879.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,HWES,1.5844480991363525,"108 555322.87500 +109 479505.53125 +110 478399.18750 +111 549331.50000 +112 551811.50000 +113 521928.15625 +114 548853.06250 +115 547897.75000 +116 547897.75000 +117 549191.31250 +118 549331.50000 +119 548589.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,XGBoost,1.4494285583496094,"103 66710.468750 +104 11349.596680 +105 20086.705078 +106 21849.693359 +107 18838.308594 +108 14031.182617 +109 13930.618164 +110 13183.692383 +111 23482.917969 +112 19409.664062 +113 15642.379883 +114 42919.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ITR,XGBoost,1.3523836135864258,"59 12258.345703 +60 88.822647 +61 88.542442 +62 88.819000 +63 88.934303 +64 6228.267578 +65 88.188026 +66 88.822830 +67 88.932579 +68 6502.195312 +69 116.726112 +70 3756.212891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Transferencias LC 61_1989,XGBoost,1.50868821144104,"48 3661.189209 +49 3661.072021 +50 3661.141357 +51 3661.046875 +52 3661.053467 +53 3661.038330 +54 3661.053711 +55 3661.058594 +56 3661.058594 +57 3661.047607 +58 3661.050049 +59 3661.098633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,IPTU,MLP,2.7310214042663574,"108 4.014122e+05 +109 8.523370e+05 +110 3.446650e+06 +111 1.317501e+06 +112 5.584590e+05 +113 5.571274e+05 +114 6.518379e+05 +115 5.914407e+05 +116 5.552847e+05 +117 5.140624e+05 +118 4.565695e+05 +119 5.297403e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ISS,SARIMAX,1.077103853225708,"108 1735301.375 +109 1092171.625 +110 1735301.375 +111 1735301.375 +112 1735301.375 +113 1735301.375 +114 1735301.375 +115 1735301.375 +116 1735301.375 +117 1735301.375 +118 1735301.375 +119 1735318.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ITBI,SES,1.4530391693115234,"108 152893.578125 +109 186673.156250 +110 145845.437500 +111 176119.359375 +112 181842.890625 +113 163525.921875 +114 189744.890625 +115 189364.640625 +116 158404.046875 +117 153857.296875 +118 158400.640625 +119 189364.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,IRRF,XGBoost,2.024256944656372,"108 70332.7500 +109 938454.8125 +110 583916.0000 +111 584846.7500 +112 71933.3750 +113 583916.0000 +114 602484.3125 +115 583916.0000 +116 584846.7500 +117 601882.3750 +118 583892.6250 +119 938454.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do FPM,SARIMAX,1.0714452266693115,"108 3900900.25 +109 5681305.00 +110 3325823.50 +111 3900900.25 +112 4033543.25 +113 3900900.25 +114 5681305.00 +115 3325823.50 +116 3858626.00 +117 3325823.50 +118 4033543.25 +119 5681305.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,MLP,1.0162603855133057,"108 2.450362e+06 +109 2.414880e+06 +110 2.452949e+06 +111 2.519875e+06 +112 2.549556e+06 +113 2.470549e+06 +114 2.492902e+06 +115 2.505022e+06 +116 2.492289e+06 +117 2.525129e+06 +118 2.418454e+06 +119 2.495272e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,MLP,2.551729440689087,"108 1.226060e+06 +109 5.266629e+05 +110 7.419289e+05 +111 1.197345e+06 +112 1.121305e+06 +113 5.304077e+05 +114 4.235294e+05 +115 2.696611e+05 +116 1.975521e+05 +117 2.073305e+05 +118 1.671482e+05 +119 1.235210e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ITR,XGBoost,2.2333719730377197,"101 328.385620 +102 162.198776 +103 484.774750 +104 110.740196 +105 1499.161621 +106 180.558731 +107 250.420059 +108 277.127930 +109 7287.549316 +110 6301.855957 +111 264.857544 +112 328.310822 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Transferencias LC 61_1989,XGBoost,1.2065045833587646,"108 29218.951172 +109 27365.025391 +110 29196.007812 +111 29460.867188 +112 29137.935547 +113 29478.718750 +114 29478.718750 +115 29281.529297 +116 29604.460938 +117 30350.679688 +118 29285.226562 +119 32303.779297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,IPTU,XGBoost,2.271089792251587,"93 28533.255859 +94 28614.130859 +95 28410.621094 +96 28533.255859 +97 28561.310547 +98 28614.130859 +99 28500.410156 +100 14931.144531 +101 14936.199219 +102 20259.095703 +103 20237.333984 +104 20247.654297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ISS,XGBoost,1.1689701080322266,"96 39165.632812 +97 39113.070312 +98 41890.507812 +99 42703.562500 +100 42703.562500 +101 42703.562500 +102 40843.492188 +103 42662.769531 +104 42703.562500 +105 41645.093750 +106 42703.562500 +107 42703.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ITBI,SARIMAX,1.3776133060455322,"94 15281.907227 +95 9281.169922 +96 11712.405273 +97 15281.907227 +98 11797.103516 +99 13955.044922 +100 9244.324219 +101 11797.109375 +102 9270.177734 +103 11797.103516 +104 13457.631836 +105 11725.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,IRRF,XGBoost,1.164064884185791,"96 95085.101562 +97 106935.796875 +98 106935.796875 +99 105759.109375 +100 105434.625000 +101 105434.625000 +102 106832.203125 +103 105759.109375 +104 106935.796875 +105 105434.625000 +106 106935.796875 +107 105759.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do FPM,SARIMAX,1.1234629154205322,"108 1325769.125 +109 1893880.375 +110 1073726.000 +111 1174225.750 +112 1331280.375 +113 1321817.875 +114 1331280.375 +115 1073726.000 +116 1073726.000 +117 1002426.375 +118 1331280.375 +119 1893880.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,SES,1.117668867111206,"108 637845.5000 +109 606197.3125 +110 604299.5625 +111 685265.3750 +112 667697.1250 +113 653332.5000 +114 614303.3125 +115 620588.1250 +116 684642.0000 +117 662580.5625 +118 653366.7500 +119 625165.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,MLP,3.7947471141815186,"108 218084.495981 +109 48908.129327 +110 84827.923098 +111 107337.768648 +112 63664.288116 +113 32119.762950 +114 30005.530089 +115 23664.435355 +116 25104.852734 +117 22657.188311 +118 24247.157852 +119 204207.873662 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do ITR,AR,1.8477418422698975,"100 40.137688 +101 24.820740 +102 152.880844 +103 18.663687 +104 22.178011 +105 87.739311 +106 24.244305 +107 87.739311 +108 1583.843628 +109 3093.971191 +110 48.926521 +111 -6.913068 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Transferencias LC 61_1989,SARIMAX,1.3644382953643799,"96 5265.665527 +97 5884.848145 +98 5189.949707 +99 5542.028320 +100 5295.710938 +101 5618.089355 +102 5973.788574 +103 5128.066406 +104 5295.824219 +105 4867.709961 +106 5173.664062 +107 5110.389648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,IPTU,XGBoost,1.299689769744873,"100 2258.498779 +101 7367.419434 +102 2678.274170 +103 4395.083496 +104 1015.933167 +105 1260.576782 +106 1331.446045 +107 1351.837036 +108 487.158539 +109 1241.885254 +110 376.806732 +111 1254.939941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ISS,XGBoost,1.5150065422058105,"108 16344.682617 +109 14658.276367 +110 14205.354492 +111 10863.802734 +112 14402.101562 +113 14683.265625 +114 10812.677734 +115 11221.237305 +116 14114.327148 +117 14174.750000 +118 10872.558594 +119 14350.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ITBI,XGBoost,1.477217435836792,"93 3192.376953 +94 4457.679688 +95 3001.484375 +96 2869.268066 +97 3511.292480 +98 3250.412354 +99 3614.848633 +100 3325.821533 +101 2603.638184 +102 3145.623047 +103 3409.237305 +104 2689.081299 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,IRRF,XGBoost,2.3045976161956787,"108 53208.164062 +109 53208.164062 +110 66025.515625 +111 66025.515625 +112 66025.515625 +113 44656.867188 +114 44656.867188 +115 44644.718750 +116 66025.515625 +117 66025.515625 +118 45414.773438 +119 66025.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do FPM,SARIMAX,1.2355175018310547,"108 1605809.250 +109 1876050.000 +110 1401501.500 +111 1396238.250 +112 1605809.250 +113 1605810.250 +114 1893768.750 +115 1401501.500 +116 1401501.500 +117 1279721.625 +118 1605809.250 +119 1876050.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,SES,1.0939865112304688,"108 371706.78125 +109 372665.93750 +110 371014.65625 +111 394259.75000 +112 369233.25000 +113 377120.53125 +114 376052.71875 +115 359851.37500 +116 394554.71875 +117 383205.15625 +118 366512.59375 +119 368630.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,XGBoost,1.514674425125122,"108 14064.620117 +109 12249.519531 +110 125230.257812 +111 124681.117188 +112 124672.125000 +113 57813.109375 +114 29616.728516 +115 124672.125000 +116 22172.029297 +117 22127.689453 +118 22121.267578 +119 57747.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do ITR,XGBoost,2.129587411880493,"99 161.645889 +100 59.316372 +101 158.114731 +102 68.711845 +103 116.839676 +104 74.106575 +105 160.043564 +106 62.432568 +107 1041.927734 +108 2009.682007 +109 17.245371 +110 18.700682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Transferencias LC 61_1989,HWES,1.2154436111450195,"48 3332.246582 +49 2554.508789 +50 2882.543213 +51 3002.037354 +52 2883.364746 +53 2621.678467 +54 3005.271729 +55 2884.271973 +56 2807.774902 +57 4380.473633 +58 2883.450439 +59 3006.029541 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,IPTU,MLP,1.1867191791534424,"108 2.137371e+06 +109 2.222601e+06 +110 1.067077e+06 +111 9.182008e+05 +112 9.239407e+05 +113 9.572077e+05 +114 9.849028e+05 +115 9.702918e+05 +116 9.575606e+05 +117 1.029312e+06 +118 1.006180e+06 +119 3.689351e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ISS,SARIMAX,1.217832088470459,"108 121965.921875 +109 97090.921875 +110 103989.656250 +111 101426.609375 +112 103859.171875 +113 124409.398438 +114 124539.898438 +115 124539.898438 +116 124539.898438 +117 123403.835938 +118 129491.093750 +119 104465.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ITBI,SES,1.415935754776001,"108 92961.078125 +109 88727.343750 +110 139863.703125 +111 115433.289062 +112 139856.640625 +113 120588.218750 +114 86120.406250 +115 112162.890625 +116 94385.078125 +117 139887.906250 +118 107156.125000 +119 193620.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,IRRF,Prophet,1.090726375579834,"108 316822.406250 +109 317343.281250 +110 317805.718750 +111 184117.703125 +112 313508.656250 +113 322013.656250 +114 317805.718750 +115 316762.250000 +116 316762.250000 +117 322013.656250 +118 316771.218750 +119 322013.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do FPM,SARIMAX,1.0961368083953857,"108 2229260.500 +109 3156280.750 +110 1898353.250 +111 2022608.125 +112 2236087.000 +113 2266036.000 +114 2236087.000 +115 1898353.250 +116 1898353.250 +117 1847894.750 +118 2236087.000 +119 3156280.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,SES,1.3918707370758057,"108 -484725.96875 +109 -478443.06250 +110 -482020.90625 +111 -484804.31250 +112 -486815.37500 +113 -489640.00000 +114 -466485.28125 +115 -486815.37500 +116 -484784.56250 +117 -467159.40625 +118 -490026.84375 +119 -497820.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,XGBoost,1.4104373455047607,"99 86253.601562 +100 32468.277344 +101 22620.550781 +102 92293.726562 +103 75392.523438 +104 32193.667969 +105 38726.390625 +106 22581.052734 +107 19256.972656 +108 15179.605469 +109 19441.449219 +110 38335.777344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ITR,XGBoost,1.1616687774658203,"43 0.320892 +44 0.320892 +45 0.093886 +46 10.306352 +47 8.413146 +48 10.306352 +49 10.306352 +50 10.306352 +51 6.700464 +52 1594.388428 +53 -27.133924 +54 0.822852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Transferencias LC 61_1989,SES,1.0351972579956055,"72 4840.107422 +73 5384.499023 +74 4920.138672 +75 4911.875977 +76 4923.839355 +77 4913.939941 +78 4414.051758 +79 3937.509033 +80 3934.037354 +81 1230.606445 +82 4920.138672 +83 4909.450195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,2.1503167152404785,"98 13839.515625 +99 21114.837891 +100 32883.429688 +101 172586.531250 +102 110164.492188 +103 121563.601562 +104 130242.835938 +105 130623.023438 +106 111079.171875 +107 192498.812500 +108 327359.468750 +109 327707.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ISS,SARIMAX,1.1558120250701904,"108 82891.640625 +109 81804.828125 +110 81804.828125 +111 113377.046875 +112 82891.640625 +113 86214.156250 +114 86214.156250 +115 80880.453125 +116 80880.453125 +117 86243.921875 +118 86214.156250 +119 86214.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ITBI,HWES,1.503174066543579,"108 87041.726562 +109 82496.804688 +110 87124.851562 +111 90100.054688 +112 119998.375000 +113 101813.273438 +114 93225.031250 +115 116671.812500 +116 111248.664062 +117 104537.500000 +118 90168.289062 +119 104615.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,IRRF,XGBoost,1.351797103881836,"108 93894.703125 +109 133020.968750 +110 133020.968750 +111 96636.171875 +112 96636.171875 +113 96636.171875 +114 96636.171875 +115 133020.968750 +116 96636.171875 +117 133020.968750 +118 133020.968750 +119 133020.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do FPM,SARIMAX,1.823408603668213,"108 1330577.500 +109 1893395.000 +110 1095332.125 +111 1085555.875 +112 1337993.000 +113 1340272.250 +114 1337993.000 +115 1095332.125 +116 1095332.125 +117 1060389.625 +118 1337993.000 +119 1893395.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,HWES,1.1063933372497559,"108 1.194637e+06 +109 7.723578e+05 +110 1.088222e+06 +111 1.193552e+06 +112 1.193097e+06 +113 1.194648e+06 +114 1.194067e+06 +115 1.193552e+06 +116 1.193552e+06 +117 1.193097e+06 +118 1.194637e+06 +119 1.193097e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,MLP,2.2936439514160156,"108 281996.818439 +109 102720.078232 +110 97911.698830 +111 155555.480485 +112 109267.372321 +113 63409.678294 +114 58863.953523 +115 54647.620729 +116 56806.098370 +117 60855.325163 +118 57651.888543 +119 275559.015002 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ITR,MLP,1.989152193069458,"84 -1100.954913 +85 5975.701244 +86 6225.350432 +87 6527.839508 +88 6875.456804 +89 7217.805893 +90 7587.856267 +91 7904.912408 +92 6574.351245 +93 -1360.470526 +94 4777.278285 +95 5019.397293 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Transferencias LC 61_1989,HWES,1.475703239440918,"108 10275.837891 +109 9230.201172 +110 10046.596680 +111 12600.932617 +112 10096.143555 +113 9896.937500 +114 10039.086914 +115 10118.899414 +116 10779.898438 +117 10180.501953 +118 10046.596680 +119 10537.641602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,2.1394946575164795,"96 1.019831e+05 +97 1.577056e+05 +98 1.545351e+06 +99 1.607268e+06 +100 1.737460e+06 +101 3.308234e+05 +102 3.160231e+05 +103 3.160231e+05 +104 3.116312e+05 +105 3.160196e+05 +106 3.116312e+05 +107 3.116455e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ISS,SARIMAX,1.3799536228179932,"96 466586.21875 +97 461413.78125 +98 472850.68750 +99 537112.18750 +100 463035.18750 +101 537112.18750 +102 535840.75000 +103 463035.18750 +104 535840.75000 +105 463035.18750 +106 535799.25000 +107 537176.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,SARIMAX,1.2724263668060303,"96 698003.0625 +97 451556.8125 +98 534865.8750 +99 542549.1875 +100 528113.8125 +101 531359.8750 +102 550542.6875 +103 530688.0625 +104 535471.8125 +105 550373.5000 +106 535471.8125 +107 535450.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,IRRF,MLP,1.3031654357910156,"96 433422.260488 +97 469201.849918 +98 430653.689641 +99 453064.325178 +100 477750.176909 +101 489488.626994 +102 523741.184692 +103 478334.825608 +104 486578.428740 +105 581931.509386 +106 532629.287896 +107 472242.388261 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do FPM,XGBoost,1.2028393745422363,"96 2688183.5 +97 4229718.0 +98 2556524.0 +99 2691617.0 +100 3420555.5 +101 2691617.0 +102 4229718.0 +103 2691617.0 +104 2693955.0 +105 2611060.0 +106 4234501.0 +107 4229718.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,MLP,1.1368260383605957,"96 2.246162e+06 +97 2.291284e+06 +98 2.294015e+06 +99 2.252495e+06 +100 2.287400e+06 +101 2.201512e+06 +102 2.194133e+06 +103 2.190253e+06 +104 2.162251e+06 +105 2.148951e+06 +106 2.138007e+06 +107 2.166363e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,MLP,3.0685575008392334,"96 1.290191e+06 +97 5.460225e+05 +98 6.007828e+05 +99 1.258459e+06 +100 1.069860e+06 +101 5.161574e+05 +102 3.741046e+05 +103 2.992034e+05 +104 2.217239e+05 +105 2.360969e+05 +106 2.353777e+05 +107 1.799737e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Transferencias LC 61_1989,AR,1.2131965160369873,"84 23473.058594 +85 24129.087891 +86 23451.458984 +87 23490.240234 +88 23547.398438 +89 25162.503906 +90 23802.320312 +91 19716.173828 +92 23920.101562 +93 23626.906250 +94 25162.503906 +95 23546.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,IPTU,XGBoost,1.891723394393921,"108 153003.093750 +109 229857.281250 +110 228079.062500 +111 229594.609375 +112 227821.390625 +113 227816.421875 +114 694218.687500 +115 144344.265625 +116 144567.734375 +117 149468.218750 +118 399464.218750 +119 313234.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ISS,SARIMAX,1.151029348373413,"108 1173014.125 +109 1091674.375 +110 1173926.625 +111 1092137.375 +112 1198496.750 +113 1092137.375 +114 1092137.375 +115 1092137.375 +116 1078503.625 +117 1077252.250 +118 980215.250 +119 1092137.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ITBI,SARIMAX,1.2419440746307373,"108 82351.031250 +109 85080.140625 +110 86487.609375 +111 84747.523438 +112 86890.984375 +113 79473.945312 +114 75006.460938 +115 76326.093750 +116 76213.695312 +117 71978.679688 +118 136115.390625 +119 86870.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,IRRF,MLP,0.9946727752685547,"82 616592.766217 +83 603190.844301 +84 608123.074557 +85 597951.947070 +86 598199.794573 +87 600262.903114 +88 516112.381093 +89 536484.037112 +90 533039.549448 +91 521780.188607 +92 517452.861246 +93 519344.119730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do FPM,SARIMAX,1.4538323879241943,"108 3144981.50 +109 3577669.00 +110 3183037.25 +111 3284245.50 +112 3694762.25 +113 3405105.00 +114 3577587.00 +115 3578747.00 +116 3177229.25 +117 3183191.00 +118 2917111.75 +119 3692099.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,XGBoost,1.055837869644165,"108 2465292.75 +109 2614519.75 +110 2925913.25 +111 2886394.50 +112 2971556.00 +113 2889431.50 +114 2972686.50 +115 2843188.50 +116 2973504.75 +117 2812552.00 +118 2830930.50 +119 2972443.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,XGBoost,1.7637805938720703,"107 51624.500000 +108 173361.421875 +109 181875.390625 +110 88680.882812 +111 135625.937500 +112 274481.968750 +113 132366.125000 +114 280226.687500 +115 267953.062500 +116 212516.109375 +117 212516.109375 +118 122140.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ITR,SARIMAX,1.1695911884307861,"93 26320.330078 +94 78988.210938 +95 22385.953125 +96 -1479.492676 +97 5179.457031 +98 4455.862305 +99 5262.454590 +100 730.338196 +101 21996.806641 +102 5793.993164 +103 46087.308594 +104 24328.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,IPTU,MLP,1.955216646194458,"108 1.837663e+07 +109 3.149835e+06 +110 3.403148e+06 +111 3.400325e+06 +112 3.433494e+06 +113 3.489721e+06 +114 3.591693e+06 +115 3.565650e+06 +116 3.109863e+06 +117 3.495050e+06 +118 3.170074e+06 +119 4.693470e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ISS,MLP,1.552783489227295,"108 7.239119e+06 +109 7.138677e+06 +110 7.325160e+06 +111 7.372413e+06 +112 7.401164e+06 +113 7.384807e+06 +114 7.410867e+06 +115 7.476487e+06 +116 7.464711e+06 +117 7.596305e+06 +118 7.505245e+06 +119 7.635725e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ITBI,MLP,1.8916356563568115,"108 2.738363e+06 +109 2.728911e+06 +110 2.834215e+06 +111 2.854056e+06 +112 2.903490e+06 +113 2.934633e+06 +114 3.159565e+06 +115 2.748635e+06 +116 2.671077e+06 +117 2.679131e+06 +118 2.742372e+06 +119 2.641965e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,IRRF,MLP,2.495170831680298,"108 4.990651e+06 +109 4.172590e+06 +110 4.738206e+06 +111 5.030604e+06 +112 5.170602e+06 +113 5.136160e+06 +114 5.269411e+06 +115 5.328610e+06 +116 5.335916e+06 +117 5.414315e+06 +118 5.684050e+06 +119 7.224975e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do FPM,SARIMAX,1.6583507061004639,"108 11769604.0 +109 16457504.0 +110 8811906.0 +111 10623415.0 +112 11769604.0 +113 11646747.0 +114 11769604.0 +115 9225208.0 +116 10185943.0 +117 8811906.0 +118 11769604.0 +119 16457504.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,XGBoost,1.0736973285675049,"108 15586702.0 +109 15718322.0 +110 15475729.0 +111 16090596.0 +112 16640022.0 +113 17628956.0 +114 16096429.0 +115 16473752.0 +116 16083636.0 +117 16640064.0 +118 16280412.0 +119 17284268.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,MLP,2.6966912746429443,"108 7.611780e+06 +109 3.853970e+06 +110 5.221457e+06 +111 9.638757e+06 +112 8.136108e+06 +113 3.820169e+06 +114 3.150320e+06 +115 2.121330e+06 +116 1.524510e+06 +117 1.360170e+06 +118 1.212657e+06 +119 6.229016e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do ITR,XGBoost,2.067915916442871,"107 11219.322266 +108 10786.764648 +109 10684.742188 +110 10909.135742 +111 11541.514648 +112 12267.722656 +113 11777.796875 +114 11595.060547 +115 6638.033691 +116 78067.867188 +117 6600.763184 +118 7258.039551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Transferencias LC 61_1989,MLP,1.0778353214263916,"108 169546.166152 +109 181718.047512 +110 182112.728408 +111 181727.972432 +112 185365.748631 +113 185293.971547 +114 186347.511852 +115 191909.809555 +116 193762.460914 +117 182631.074092 +118 196854.356122 +119 194645.708696 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,IPTU,SARIMAX,1.259523868560791,"67 9080.296875 +68 4033.067383 +69 4169.574707 +70 4184.036133 +71 4019.993408 +72 4169.563965 +73 4014.295654 +74 4033.408936 +75 3999.431885 +76 4184.036133 +77 4013.385498 +78 4016.730225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ISS,AR,0.9418268203735352,"108 10896.211914 +109 10896.211914 +110 10540.372070 +111 16996.380859 +112 10787.938477 +113 16199.386719 +114 11507.250977 +115 9531.106445 +116 10540.372070 +117 11507.250977 +118 11747.845703 +119 11507.250977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ITBI,XGBoost,1.4799354076385498,"86 4044.175293 +87 4044.175293 +88 4480.733398 +89 1970.544067 +90 3052.752441 +91 5379.460938 +92 1971.376221 +93 4607.976562 +94 5379.460938 +95 4195.586426 +96 4294.624023 +97 1705.188721 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,IRRF,Prophet,1.1721386909484863,"108 85153.398438 +109 89995.804688 +110 90782.054688 +111 90777.976562 +112 123785.156250 +113 123785.156250 +114 90782.054688 +115 123785.156250 +116 123785.156250 +117 123785.156250 +118 123785.156250 +119 139285.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do FPM,SARIMAX,2.8593437671661377,"108 1346660.000 +109 1893768.625 +110 1055352.875 +111 1170886.000 +112 1346662.500 +113 1277516.500 +114 1346763.750 +115 1055352.875 +116 1055352.875 +117 963497.000 +118 1346662.500 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,SES,1.089514970779419,"108 353718.28125 +109 296122.09375 +110 295597.53125 +111 385042.81250 +112 365960.28125 +113 339342.53125 +114 334432.28125 +115 384493.37500 +116 365191.71875 +117 363774.78125 +118 336376.68750 +119 363792.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,XGBoost,1.1394774913787842,"108 74795.218750 +109 47254.101562 +110 55078.222656 +111 82259.937500 +112 82043.625000 +113 31218.960938 +114 30516.984375 +115 20936.083984 +116 21142.492188 +117 20240.294922 +118 18058.779297 +119 65688.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do ITR,XGBoost,2.0235633850097656,"95 52.220844 +96 60.600098 +97 34.780067 +98 45.593540 +99 32.684410 +100 30.206148 +101 48.933548 +102 95.695961 +103 51.161919 +104 22.936029 +105 33.872253 +106 122.983070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Transferencias LC 61_1989,XGBoost,1.7880926132202148,"108 3280.993408 +109 3169.679932 +110 3286.963623 +111 3320.212158 +112 3301.203125 +113 3385.367188 +114 3013.838379 +115 2745.323242 +116 2775.150879 +117 2958.104492 +118 3286.956055 +119 3482.431152 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,IPTU,AR,2.1014304161071777,"108 406686.062500 +109 90691.046875 +110 90743.257812 +111 87963.585938 +112 90601.125000 +113 90571.281250 +114 88329.765625 +115 88801.671875 +116 87963.585938 +117 104434.195312 +118 90278.804688 +119 91160.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ISS,SARIMAX,1.2166495323181152,"108 111529.218750 +109 100801.937500 +110 111529.218750 +111 100800.054688 +112 100800.054688 +113 100646.031250 +114 100646.031250 +115 100646.031250 +116 100800.054688 +117 100800.054688 +118 100646.031250 +119 100646.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ITBI,SARIMAX,2.1248779296875,"105 73515.773438 +106 73538.929688 +107 55090.949219 +108 73453.781250 +109 54977.964844 +110 63592.433594 +111 54970.187500 +112 79612.882812 +113 54977.964844 +114 54977.964844 +115 54977.964844 +116 55090.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,IRRF,XGBoost,1.4566185474395752,"108 143970.187500 +109 140809.640625 +110 143970.187500 +111 139570.921875 +112 140809.640625 +113 143970.187500 +114 140809.640625 +115 140809.640625 +116 143970.187500 +117 143976.953125 +118 140809.640625 +119 143970.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do FPM,SARIMAX,1.117889165878296,"108 1.331180e+06 +109 1.893769e+06 +110 1.082540e+06 +111 1.207505e+06 +112 1.331180e+06 +113 1.318796e+06 +114 1.331180e+06 +115 1.082540e+06 +116 1.082540e+06 +117 1.020409e+06 +118 1.331180e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,HWES,1.527144193649292,"108 500167.34375 +109 435886.15625 +110 429517.59375 +111 509788.06250 +112 527666.93750 +113 394110.59375 +114 509788.06250 +115 549915.68750 +116 549915.68750 +117 527666.93750 +118 496978.06250 +119 527666.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,MLP,1.6454076766967773,"108 272967.701354 +109 131204.066808 +110 178679.632099 +111 262286.075731 +112 215108.043668 +113 430904.716801 +114 123067.102559 +115 101269.308859 +116 84379.229286 +117 97753.633546 +118 88479.579960 +119 266386.690265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do ITR,XGBoost,1.48406982421875,"89 25.171364 +90 25.180740 +91 31.830795 +92 123.372116 +93 34.406761 +94 8.901472 +95 26.060192 +96 172.072128 +97 140.690750 +98 2394.175781 +99 1.320379 +100 277.803772 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Transferencias LC 61_1989,AR,1.5107712745666504,"108 4842.764648 +109 4113.494629 +110 4216.017090 +111 5063.850098 +112 4740.537109 +113 5119.339844 +114 5175.297852 +115 4966.742676 +116 5077.244629 +117 4806.387207 +118 4674.662109 +119 5106.021484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,IPTU,MLP,2.3410286903381348,"86 29546.636799 +87 32124.019023 +88 94751.186729 +89 185482.788910 +90 40652.848887 +91 36724.710989 +92 39667.947336 +93 39520.608431 +94 35785.010706 +95 30743.983378 +96 33087.728045 +97 30669.685592 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ISS,Prophet,1.559234619140625,"96 48719.609375 +97 47849.488281 +98 48338.273438 +99 46871.578125 +100 47016.648438 +101 48758.757812 +102 48758.757812 +103 47099.804688 +104 47810.421875 +105 46880.292969 +106 47810.421875 +107 48191.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ITBI,SES,1.1712350845336914,"96 3290.571533 +97 13533.713867 +98 60855.750000 +99 5230.611816 +100 9755.281250 +101 20735.777344 +102 12456.596680 +103 20080.933594 +104 32062.035156 +105 11149.377930 +106 17133.210938 +107 12716.073242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,IRRF,XGBoost,1.1790673732757568,"96 128817.929688 +97 128817.929688 +98 128817.929688 +99 128817.929688 +100 128817.929688 +101 128817.929688 +102 128817.929688 +103 128817.929688 +104 128817.929688 +105 128817.929688 +106 128817.929688 +107 128817.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do FPM,SARIMAX,1.05595064163208,"96 1306714.000 +97 1893768.375 +98 1049914.750 +99 1153849.500 +100 1306788.750 +101 1276924.000 +102 1306788.750 +103 1049914.750 +104 1049914.750 +105 962109.125 +106 1306788.750 +107 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,HWES,1.4417450428009033,"96 591154.3125 +97 576919.7500 +98 572541.8750 +99 622449.6250 +100 715190.3750 +101 614632.4375 +102 622449.6250 +103 714646.3750 +104 714646.3750 +105 699100.0000 +106 614629.0625 +107 699100.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,AR,1.9593396186828613,"96 179140.250000 +97 42854.421875 +98 57306.988281 +99 162513.812500 +100 98744.484375 +101 17812.710938 +102 14533.507812 +103 8745.774414 +104 8168.985840 +105 3791.142822 +106 4221.736816 +107 163206.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do ITR,XGBoost,1.306732416152954,"88 1456.890503 +89 1380.028809 +90 1431.943604 +91 2889.506836 +92 2888.905762 +93 6119.075195 +94 6119.071777 +95 6109.001953 +96 10422.863281 +97 7991.239258 +98 6123.072266 +99 6123.072266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Transferencias LC 61_1989,SARIMAX,1.3348536491394043,"96 6154.352051 +97 5873.364258 +98 6056.040527 +99 4862.922363 +100 5934.238770 +101 4898.106445 +102 6369.086914 +103 5278.562500 +104 5245.365723 +105 6061.204102 +106 6056.040527 +107 6292.247559 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,IPTU,MLP,2.2353551387786865,"108 100265.156971 +109 103147.642862 +110 102998.135418 +111 176489.739415 +112 446193.701524 +113 129290.586427 +114 133845.504708 +115 137053.000848 +116 126479.771478 +117 118511.095441 +118 116138.490793 +119 155846.465738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ISS,XGBoost,2.5608668327331543,"108 292733.06250 +109 281261.12500 +110 292646.46875 +111 292646.46875 +112 294756.87500 +113 294756.87500 +114 294756.87500 +115 294756.87500 +116 294756.87500 +117 294756.87500 +118 294756.87500 +119 294756.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ITBI,MLP,1.3445196151733398,"108 48974.220790 +109 55789.602841 +110 44914.179191 +111 41944.298737 +112 45745.635168 +113 41613.587305 +114 43939.247567 +115 38020.329051 +116 43093.989288 +117 32891.270832 +118 39955.834588 +119 41059.927655 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,IRRF,SARIMAX,1.3833062648773193,"108 95054.218750 +109 95054.250000 +110 104084.625000 +111 125153.921875 +112 125264.289062 +113 125155.523438 +114 125151.437500 +115 125151.437500 +116 125264.289062 +117 125155.523438 +118 125155.523438 +119 125264.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do FPM,SARIMAX,1.2971510887145996,"106 1757746.25 +107 3109823.75 +108 3109398.25 +109 3109823.75 +110 3109536.50 +111 3109540.75 +112 3109131.75 +113 3109823.75 +114 2426970.00 +115 3109478.00 +116 2815375.75 +117 3109823.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,XGBoost,1.0886785984039307,"106 338666.15625 +107 346260.96875 +108 339304.18750 +109 345958.31250 +110 344688.06250 +111 347915.68750 +112 345958.31250 +113 357353.25000 +114 328595.34375 +115 390120.56250 +116 340904.53125 +117 390120.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,SES,1.5909359455108643,"105 83581.710938 +106 82489.804688 +107 72419.625000 +108 72419.625000 +109 73448.515625 +110 66654.523438 +111 53770.398438 +112 25489.687500 +113 51796.738281 +114 54985.292969 +115 53881.628906 +116 72096.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do ITR,XGBoost,2.558779716491699,"98 13724.685547 +99 27634.824219 +100 13811.834961 +101 13320.707031 +102 13338.986328 +103 42595.968750 +104 42595.968750 +105 13308.535156 +106 13300.187500 +107 13724.685547 +108 13325.234375 +109 13328.388672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Transferencias LC 61_1989,SES,2.192607879638672,"105 4133.014160 +106 5315.816406 +107 5157.362305 +108 4855.221680 +109 4351.330078 +110 4278.208008 +111 4098.092773 +112 4969.211914 +113 5923.986328 +114 17982.023438 +115 5157.362305 +116 5923.872559 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,IPTU,HWES,1.1358647346496582,"91 744.282227 +92 741.410217 +93 8411.742188 +94 26603.117188 +95 59719.144531 +96 8356.702148 +97 4289.015625 +98 4572.851074 +99 4572.851074 +100 1119.049438 +101 -183.823624 +102 -183.823624 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ISS,SARIMAX,1.1441960334777832,"96 271659.12500 +97 271702.50000 +98 271702.50000 +99 271610.71875 +100 273554.62500 +101 273554.62500 +102 273554.62500 +103 272910.84375 +104 271702.50000 +105 273554.62500 +106 273554.62500 +107 273554.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ITBI,XGBoost,1.6885764598846436,"89 77942.765625 +90 77882.437500 +91 77829.546875 +92 77831.664062 +93 77999.062500 +94 78009.976562 +95 78008.257812 +96 77882.437500 +97 77897.593750 +98 77882.437500 +99 78019.132812 +100 77882.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,IRRF,MLP,1.8927371501922607,"96 27649.473842 +97 27014.785088 +98 24644.892302 +99 23507.108648 +100 17010.403459 +101 18980.757385 +102 16422.204628 +103 22813.728097 +104 23191.789985 +105 24419.298835 +106 25335.324375 +107 25956.911124 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do FPM,MLP,1.2559080123901367,"89 920038.143145 +90 928239.101339 +91 937661.475343 +92 944190.417126 +93 956947.252177 +94 963201.030308 +95 960237.656355 +96 948130.605957 +97 928077.726576 +98 926292.647486 +99 921919.359763 +100 896456.943940 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,Prophet,1.254622220993042,"89 828082.8125 +90 816335.9375 +91 816335.9375 +92 828082.8125 +93 828082.8125 +94 816335.9375 +95 816335.9375 +96 828082.8125 +97 828082.8125 +98 828082.8125 +99 828082.8125 +100 816335.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,1.0551271438598633,"89 39399.960938 +90 38169.437500 +91 11225.382812 +92 10644.572266 +93 9736.592773 +94 9736.102539 +95 29234.953125 +96 53209.515625 +97 10662.194336 +98 10643.811523 +99 10645.314453 +100 28208.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Transferencias LC 61_1989,XGBoost,1.2399265766143799,"59 7306.477539 +60 7340.666016 +61 7086.164062 +62 7012.736328 +63 6890.844727 +64 6836.756836 +65 6835.359375 +66 6780.764648 +67 6782.458984 +68 6714.574219 +69 6811.196777 +70 6763.413086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,IPTU,XGBoost,1.7552955150604248,"98 2818.548340 +99 5434.688965 +100 1082.653931 +101 7712.695801 +102 28685.314453 +103 13030.446289 +104 1596.960083 +105 6809.357910 +106 1573.409790 +107 2594.985107 +108 2784.110840 +109 6795.189941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ISS,SARIMAX,2.3240292072296143,"108 11569.112305 +109 9278.118164 +110 13265.726562 +111 9715.143555 +112 9378.913086 +113 12952.850586 +114 12934.340820 +115 12952.850586 +116 9300.058594 +117 12952.791016 +118 12952.791016 +119 13026.985352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ITBI,XGBoost,1.526534080505371,"102 6489.940918 +103 3361.574463 +104 2451.720703 +105 5579.096680 +106 3366.363525 +107 3611.221191 +108 5246.260254 +109 4141.183105 +110 4930.959473 +111 5941.749023 +112 3970.944092 +113 6867.663086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,IRRF,SARIMAX,1.4227466583251953,"107 69780.046875 +108 69780.046875 +109 70410.273438 +110 70392.773438 +111 70410.273438 +112 70410.273438 +113 69780.046875 +114 70410.273438 +115 70410.273438 +116 70410.273438 +117 70410.273438 +118 111023.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do FPM,SARIMAX,4.01318883895874,"108 1.444576e+06 +109 1.893768e+06 +110 1.043463e+06 +111 1.179276e+06 +112 1.444396e+06 +113 1.370346e+06 +114 1.444396e+06 +115 1.043463e+06 +116 1.043463e+06 +117 8.414370e+05 +118 1.893768e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,HWES,1.0546245574951172,"108 459268.00000 +109 377371.96875 +110 377357.87500 +111 434578.25000 +112 422461.37500 +113 432440.62500 +114 440883.93750 +115 434578.25000 +116 434578.25000 +117 412455.00000 +118 436932.78125 +119 412455.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,SARIMAX,1.326167106628418,"107 51035.675781 +108 21762.683594 +109 33580.238281 +110 42331.628906 +111 20962.488281 +112 18142.462891 +113 16062.047852 +114 16222.714844 +115 8682.791016 +116 12051.081055 +117 11988.236328 +118 55797.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ITR,AR,1.4566891193389893,"87 49.892414 +88 81.809746 +89 76.789055 +90 117.053764 +91 87.889374 +92 87.889374 +93 1079.789185 +94 1864.239136 +95 2190.695068 +96 2208.828369 +97 2077.845703 +98 1153.156006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Transferencias LC 61_1989,AR,1.3576197624206543,"107 3741.487793 +108 3940.761230 +109 3941.208008 +110 3963.459473 +111 4224.196289 +112 3943.590820 +113 3926.342529 +114 4123.062988 +115 4186.733398 +116 4052.914307 +117 4061.492432 +118 3958.772705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,IPTU,SARIMAX,2.7187447547912598,"96 3603.627930 +97 3557.326660 +98 3520.802246 +99 3629.922852 +100 3449.356445 +101 33800.023438 +102 4697.970215 +103 3077.013672 +104 4753.369629 +105 3629.922852 +106 4759.873535 +107 2956.333496 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ISS,HWES,1.8024890422821045,"108 9276.335938 +109 9090.917969 +110 16249.019531 +111 12632.543945 +112 12934.280273 +113 12933.139648 +114 12754.291992 +115 12439.944336 +116 12517.839844 +117 12605.496094 +118 12788.222656 +119 12770.961914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ITBI,SARIMAX,1.855677843093872,"87 25087.894531 +88 23100.242188 +89 22760.308594 +90 23100.242188 +91 23060.720703 +92 22760.308594 +93 25087.894531 +94 23060.779297 +95 25087.894531 +96 25087.894531 +97 25087.894531 +98 25087.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,IRRF,Prophet,1.2092957496643066,"97 70118.226562 +98 70113.351562 +99 70117.687500 +100 70117.687500 +101 70117.687500 +102 70117.687500 +103 70117.687500 +104 70117.687500 +105 70117.687500 +106 70117.687500 +107 70117.687500 +108 70117.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do FPM,SARIMAX,1.5046565532684326,"108 1.300477e+06 +109 1.893768e+06 +110 1.035756e+06 +111 1.166939e+06 +112 1.295004e+06 +113 1.272661e+06 +114 1.290999e+06 +115 1.035739e+06 +116 1.036945e+06 +117 9.999613e+05 +118 1.295004e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,HWES,1.27305269241333,"108 422434.06250 +109 416122.87500 +110 416392.56250 +111 422871.93750 +112 424759.65625 +113 422255.37500 +114 424241.84375 +115 424310.06250 +116 424218.50000 +117 423774.62500 +118 424759.65625 +119 423774.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,SARIMAX,1.1729793548583984,"107 36838.558594 +108 31185.964844 +109 37819.214844 +110 37419.089844 +111 22243.154297 +112 3200.596436 +113 3082.287842 +114 3281.303955 +115 3200.596436 +116 3085.482178 +117 3200.596436 +118 43478.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ITR,AR,1.6587774753570557,"69 457.409149 +70 278.994232 +71 36.794666 +72 162.665726 +73 947.987793 +74 341.706665 +75 253.709808 +76 269.254333 +77 76.882729 +78 453.478912 +79 757.111938 +80 208.564117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Transferencias LC 61_1989,AR,1.4294025897979736,"108 2954.830322 +109 2568.329102 +110 2559.391113 +111 2874.970459 +112 2724.171631 +113 2897.916260 +114 2626.347656 +115 2622.339844 +116 2697.468262 +117 2749.031738 +118 2521.709473 +119 2763.781738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,IPTU,MLP,1.2229630947113037,"108 5.223761e+06 +109 1.351568e+06 +110 1.209461e+06 +111 9.692854e+05 +112 1.130982e+06 +113 9.328934e+05 +114 8.956557e+05 +115 8.831604e+05 +116 8.636296e+05 +117 8.781494e+05 +118 8.533611e+05 +119 1.010996e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ISS,HWES,1.4894893169403076,"108 169195.156250 +109 176867.406250 +110 174572.937500 +111 176394.281250 +112 173706.296875 +113 173077.171875 +114 175146.546875 +115 169195.156250 +116 174148.015625 +117 174572.937500 +118 174572.937500 +119 169195.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ITBI,HWES,1.397876262664795,"108 151802.125000 +109 155816.781250 +110 159625.187500 +111 155816.875000 +112 156776.718750 +113 159798.859375 +114 169809.468750 +115 157282.312500 +116 162225.125000 +117 164077.218750 +118 156718.343750 +119 161667.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,IRRF,XGBoost,1.319396734237671,"107 331937.21875 +108 329873.93750 +109 400436.68750 +110 401905.96875 +111 401906.37500 +112 400436.68750 +113 344120.65625 +114 397859.21875 +115 344120.65625 +116 400436.68750 +117 400436.68750 +118 400436.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do FPM,SARIMAX,1.409144401550293,"108 3019379.25 +109 3787538.00 +110 2649679.00 +111 2650564.75 +112 3093470.50 +113 2872939.00 +114 3787538.00 +115 3019379.25 +116 3093470.50 +117 2613278.25 +118 3219859.25 +119 3787538.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,HWES,1.2173495292663574,"108 859437.1250 +109 854933.4375 +110 854986.9375 +111 858625.8125 +112 859463.9375 +113 858689.5625 +114 858884.1875 +115 859092.8125 +116 859092.8125 +117 859092.8125 +118 814048.6250 +119 814048.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,XGBoost,2.3527233600616455,"99 184383.468750 +100 289925.156250 +101 183177.843750 +102 184383.468750 +103 205122.812500 +104 212808.968750 +105 225057.953125 +106 246195.562500 +107 293251.093750 +108 291300.906250 +109 291579.281250 +110 207862.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do ITR,HWES,1.6182801723480225,"77 4583.119629 +78 24346.140625 +79 2678.987305 +80 3921.138184 +81 2678.987305 +82 3894.071289 +83 3892.521973 +84 3894.071289 +85 3717.346680 +86 20797.365234 +87 1084.536011 +88 1079.381592 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Transferencias LC 61_1989,AR,1.8471269607543945,"95 5407.854492 +96 5739.421387 +97 5918.915039 +98 5603.247070 +99 5911.415039 +100 5209.554688 +101 5151.617188 +102 5911.415039 +103 5376.852539 +104 5264.123535 +105 5577.833008 +106 5620.198730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,IPTU,HWES,1.3816924095153809,"67 43882.679688 +68 49515.128906 +69 46559.855469 +70 84489.257812 +71 514289.031250 +72 514436.562500 +73 514429.437500 +74 514289.031250 +75 514177.656250 +76 514326.250000 +77 514819.562500 +78 514757.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ISS,SARIMAX,1.2309918403625488,"92 68659.976562 +93 72386.640625 +94 72390.804688 +95 72378.054688 +96 72385.789062 +97 72390.804688 +98 72381.164062 +99 72381.164062 +100 72390.804688 +101 72381.164062 +102 72385.789062 +103 68659.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ITBI,MLP,1.5149106979370117,"90 51353.914629 +91 51755.078919 +92 52705.950292 +93 52491.363196 +94 56326.408848 +95 59551.286293 +96 56895.916723 +97 58437.284003 +98 61007.064774 +99 62940.851705 +100 -11043.844479 +101 35124.391932 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,IRRF,Prophet,1.2888877391815186,"92 155643.140625 +93 155638.640625 +94 155643.078125 +95 155643.078125 +96 155643.078125 +97 155643.078125 +98 155643.078125 +99 155640.703125 +100 155643.078125 +101 155643.140625 +102 155643.078125 +103 155643.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do FPM,SARIMAX,1.1050465106964111,"92 1388187.000 +93 1893768.375 +94 1112542.375 +95 1141511.750 +96 1388192.250 +97 1328968.000 +98 1484040.875 +99 1112542.375 +100 1112647.375 +101 1052504.750 +102 1388192.250 +103 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,XGBoost,1.3150277137756348,"92 773478.25000 +93 695350.87500 +94 690809.56250 +95 712777.31250 +96 711455.93750 +97 705877.75000 +98 710465.62500 +99 712777.31250 +100 712777.31250 +101 423973.68750 +102 707406.56250 +103 325061.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,HWES,1.60722017288208,"92 169026.406250 +93 72946.648438 +94 92836.437500 +95 169026.406250 +96 178505.406250 +97 37928.746094 +98 27932.132812 +99 28743.187500 +100 28704.781250 +101 21450.410156 +102 21450.410156 +103 168220.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ITR,XGBoost,1.6899492740631104,"67 195.034439 +68 53.665028 +69 17.972019 +70 50.290836 +71 17.978737 +72 172.411255 +73 16.655447 +74 139.454651 +75 23.734503 +76 40.067780 +77 52.858894 +78 1221.087769 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Transferencias LC 61_1989,Prophet,2.274965524673462,"92 12217.792969 +93 12202.775391 +94 12185.532227 +95 12217.871094 +96 12164.406250 +97 12230.927734 +98 12246.776367 +99 12215.664062 +100 12230.955078 +101 12262.200195 +102 12185.532227 +103 12223.881836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,IPTU,MLP,1.8080387115478516,"108 96495.346315 +109 111017.840944 +110 160190.406080 +111 201381.477388 +112 134366.690580 +113 101442.685248 +114 98336.300622 +115 103873.106987 +116 106045.921865 +117 100117.880493 +118 106281.516418 +119 111117.530403 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ISS,SARIMAX,1.3326399326324463,"108 75624.453125 +109 88648.734375 +110 82046.375000 +111 88648.734375 +112 82046.375000 +113 88648.734375 +114 81909.109375 +115 88648.734375 +116 88648.734375 +117 82038.234375 +118 88648.734375 +119 88648.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ITBI,SARIMAX,1.6210248470306396,"108 17802.011719 +109 28122.765625 +110 22045.900391 +111 24878.728516 +112 21770.806641 +113 28172.117188 +114 18029.580078 +115 27882.830078 +116 35384.144531 +117 21770.806641 +118 31502.332031 +119 18095.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,IRRF,MLP,1.1237096786499023,"106 39455.601677 +107 36746.348836 +108 37321.810215 +109 36171.565971 +110 35406.710199 +111 33790.636942 +112 33346.859758 +113 31107.659025 +114 27818.427461 +115 28413.755528 +116 27401.496436 +117 16540.113845 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do FPM,SARIMAX,1.1960117816925049,"108 1.340810e+06 +109 1.893778e+06 +110 1.128943e+06 +111 1.187200e+06 +112 1.345653e+06 +113 1.336074e+06 +114 1.345653e+06 +115 1.128943e+06 +116 1.128801e+06 +117 1.022577e+06 +118 1.345653e+06 +119 1.893778e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,HWES,0.9015259742736816,"108 655003.0625 +109 568051.5625 +110 579034.0625 +111 641106.6250 +112 666961.7500 +113 628551.6250 +114 628986.0000 +115 641106.6250 +116 641106.6250 +117 641106.6250 +118 666961.7500 +119 625119.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,XGBoost,1.7011141777038574,"108 157294.765625 +109 158728.515625 +110 167771.062500 +111 157515.031250 +112 157448.203125 +113 75616.632812 +114 56599.007812 +115 57154.453125 +116 29058.660156 +117 26813.921875 +118 26813.921875 +119 157810.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do ITR,SES,1.5621082782745361,"88 466.729187 +89 467.301819 +90 417.977509 +91 663.717224 +92 658.561951 +93 693.734924 +94 767.172852 +95 767.172852 +96 1882.742310 +97 2301.504150 +98 658.561951 +99 658.600098 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Transferencias LC 61_1989,XGBoost,1.1001675128936768,"48 5759.313965 +49 6074.195801 +50 5991.093750 +51 6091.665039 +52 5996.834473 +53 6080.845215 +54 6080.844727 +55 6000.259766 +56 6515.195312 +57 5917.522461 +58 5907.479492 +59 6056.238281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,IPTU,SARIMAX,2.7987804412841797,"101 435.295563 +102 501.355988 +103 457.138306 +104 1939.162354 +105 133297.984375 +106 74386.906250 +107 2009.698364 +108 2009.732056 +109 1723.666748 +110 1723.666748 +111 502.276306 +112 164.554138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ISS,Prophet,1.5009052753448486,"108 16901.244141 +109 21656.917969 +110 21329.154297 +111 25544.074219 +112 21908.966797 +113 22084.386719 +114 24787.511719 +115 21329.154297 +116 22531.453125 +117 22084.386719 +118 22633.007812 +119 25586.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ITBI,XGBoost,1.4361796379089355,"102 28613.390625 +103 23802.589844 +104 23787.404297 +105 24329.189453 +106 23357.580078 +107 27118.193359 +108 22874.851562 +109 23693.382812 +110 23390.277344 +111 25684.669922 +112 24765.914062 +113 28630.660156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,IRRF,SARIMAX,2.0019350051879883,"104 45060.726562 +105 45037.445312 +106 45037.445312 +107 44964.332031 +108 44964.332031 +109 45037.445312 +110 45037.445312 +111 45037.445312 +112 45037.445312 +113 45037.445312 +114 45060.726562 +115 45037.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do FPM,SARIMAX,1.4505069255828857,"108 1.326245e+06 +109 1.893586e+06 +110 9.919099e+05 +111 1.177845e+06 +112 1.074587e+06 +113 1.305757e+06 +114 1.326063e+06 +115 9.919099e+05 +116 1.040766e+06 +117 9.918122e+05 +118 1.326063e+06 +119 1.893586e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,HWES,1.034372329711914,"108 526688.50000 +109 499373.65625 +110 490949.78125 +111 507363.06250 +112 507356.81250 +113 504998.40625 +114 818430.12500 +115 818422.87500 +116 818422.87500 +117 813165.12500 +118 816019.68750 +119 813165.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,HWES,1.2128839492797852,"107 143976.234375 +108 31565.185547 +109 53629.945312 +110 47259.363281 +111 47259.097656 +112 26034.306641 +113 17234.662109 +114 17648.966797 +115 17655.421875 +116 17655.421875 +117 14038.942383 +118 307104.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do ITR,XGBoost,1.5105633735656738,"74 17.381466 +75 191.763855 +76 191.984207 +77 181.788223 +78 -49.768681 +79 636.608093 +80 618.008179 +81 -65.321129 +82 -29.786352 +83 -53.508972 +84 -63.581253 +85 -137.020905 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Transferencias LC 61_1989,HWES,1.2133920192718506,"48 3756.657227 +49 3997.309570 +50 3800.467529 +51 4121.527832 +52 4040.260986 +53 4040.265137 +54 4040.261963 +55 4040.265137 +56 3720.007568 +57 3719.994385 +58 4040.265137 +59 3984.055176 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,IPTU,SES,1.3329384326934814,"69 267.700134 +70 252.305161 +71 333.035339 +72 231.770920 +73 262.158997 +74 509.155884 +75 440.795288 +76 261.768738 +77 440.795288 +78 440.795288 +79 440.795288 +80 440.795288 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ISS,SARIMAX,1.7625644207000732,"88 46147.273438 +89 46147.273438 +90 32208.359375 +91 42989.230469 +92 49307.433594 +93 42989.230469 +94 49307.433594 +95 47825.035156 +96 48048.082031 +97 49307.433594 +98 44436.722656 +99 47825.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ITBI,SARIMAX,1.4580132961273193,"76 13526.737305 +77 13182.945312 +78 15975.001953 +79 21380.636719 +80 12958.144531 +81 13374.404297 +82 31531.882812 +83 12958.972656 +84 12958.144531 +85 12958.144531 +86 12958.972656 +87 12943.088867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,IRRF,Prophet,1.4261510372161865,"88 52635.984375 +89 52635.984375 +90 52635.984375 +91 52635.984375 +92 52635.984375 +93 52747.746094 +94 52747.746094 +95 52747.746094 +96 52747.746094 +97 52747.746094 +98 52747.746094 +99 52746.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do FPM,SARIMAX,1.0458505153656006,"88 1781828.375 +89 1811506.250 +90 1472955.125 +91 1781828.375 +92 1784892.625 +93 1781828.375 +94 1811506.250 +95 1781828.375 +96 1559724.125 +97 1556733.625 +98 1811396.250 +99 1811506.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,XGBoost,1.0228188037872314,"88 397633.68750 +89 410280.43750 +90 414484.03125 +91 409425.68750 +92 388994.68750 +93 449932.12500 +94 409425.68750 +95 410280.43750 +96 409425.68750 +97 381001.25000 +98 382236.81250 +99 433012.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,XGBoost,1.160111904144287,"87 104316.218750 +88 10296.028320 +89 34215.808594 +90 89979.140625 +91 89979.140625 +92 10273.415039 +93 5672.490234 +94 10368.677734 +95 5905.446777 +96 5676.845703 +97 5822.688477 +98 104316.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ITR,XGBoost,1.5366671085357666,"66 523.174072 +67 523.215881 +68 11.417032 +69 205.179367 +70 523.263123 +71 1297.061279 +72 315.603333 +73 403.682556 +74 523.215881 +75 523.263123 +76 9.309305 +77 315.603333 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Transferencias LC 61_1989,XGBoost,1.3778679370880127,"88 4245.164551 +89 4408.536621 +90 4420.664062 +91 4464.584961 +92 4467.978027 +93 4197.187500 +94 4294.952637 +95 4115.312500 +96 4317.166016 +97 4296.554199 +98 4479.891602 +99 4648.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,IPTU,HWES,1.5797793865203857,"88 26388.537109 +89 12476.921875 +90 12070.367188 +91 12481.147461 +92 11811.986328 +93 22684.632812 +94 25427.251953 +95 25608.076172 +96 22472.867188 +97 21049.751953 +98 22679.294922 +99 22679.294922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ISS,SARIMAX,1.5501182079315186,"108 29940.710938 +109 29367.986328 +110 29367.986328 +111 29367.986328 +112 29367.986328 +113 29367.986328 +114 25141.535156 +115 25142.042969 +116 25270.902344 +117 31258.773438 +118 25141.535156 +119 39863.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ITBI,XGBoost,1.2797582149505615,"97 16180.634766 +98 16114.350586 +99 16175.586914 +100 16172.458984 +101 16160.611328 +102 16172.458984 +103 16178.350586 +104 16166.490234 +105 16164.352539 +106 16172.759766 +107 16114.061523 +108 16172.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,IRRF,Prophet,1.5769519805908203,"108 74714.148438 +109 75886.898438 +110 108900.273438 +111 75886.898438 +112 76035.820312 +113 76035.820312 +114 76041.382812 +115 76035.820312 +116 76027.546875 +117 75886.898438 +118 75886.898438 +119 110301.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do FPM,SARIMAX,1.1617310047149658,"108 1.344344e+06 +109 1.893768e+06 +110 1.061175e+06 +111 1.183719e+06 +112 1.344355e+06 +113 1.289983e+06 +114 1.344355e+06 +115 1.061175e+06 +116 1.061175e+06 +117 9.606917e+05 +118 1.344355e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,HWES,1.0712676048278809,"108 365312.21875 +109 282836.46875 +110 303809.34375 +111 353114.68750 +112 380838.56250 +113 372959.62500 +114 360939.00000 +115 360939.00000 +116 360939.00000 +117 355025.25000 +118 371367.00000 +119 355025.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,SARIMAX,2.3133738040924072,"108 81477.093750 +109 95881.492188 +110 55015.789062 +111 81489.671875 +112 79083.843750 +113 51191.402344 +114 36215.804688 +115 15726.352539 +116 18728.533203 +117 15243.572266 +118 14127.563477 +119 58143.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ITR,AR,1.3269104957580566,"94 5084.119629 +95 5045.728027 +96 5027.957520 +97 5014.467773 +98 5040.078613 +99 5074.194336 +100 5037.980469 +101 5008.660156 +102 5053.015625 +103 5042.315918 +104 5074.474609 +105 5057.806152 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Transferencias LC 61_1989,HWES,1.3449442386627197,"108 3474.391113 +109 2672.373535 +110 3294.817383 +111 3629.178467 +112 3442.402344 +113 3704.242676 +114 3638.662598 +115 3368.442139 +116 3567.217285 +117 3487.633545 +118 3355.765625 +119 3605.602295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,SARIMAX,1.4601271152496338,"88 195.222397 +89 81.814575 +90 123.284630 +91 1739.184814 +92 575.449890 +93 227.437637 +94 381.075378 +95 224.513092 +96 234.065918 +97 185.561539 +98 192.800308 +99 237.658249 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,XGBoost,1.6940093040466309,"107 9469.760742 +108 8550.206055 +109 8365.346680 +110 7109.606934 +111 10092.525391 +112 10894.190430 +113 8581.233398 +114 8586.282227 +115 11273.953125 +116 11278.132812 +117 6962.933105 +118 8528.722656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,XGBoost,1.79628324508667,"94 10401.805664 +95 6987.022949 +96 12378.989258 +97 7094.383789 +98 12673.177734 +99 7679.684082 +100 12514.168945 +101 1540.365112 +102 8198.705078 +103 7900.146973 +104 5838.934082 +105 7726.645508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,IRRF,XGBoost,1.5866689682006836,"101 58551.054688 +102 58547.539062 +103 58535.328125 +104 58535.328125 +105 58535.328125 +106 58547.539062 +107 58535.328125 +108 58547.539062 +109 58535.328125 +110 58535.328125 +111 58521.460938 +112 58535.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do FPM,SARIMAX,1.3124797344207764,"108 1.323597e+06 +109 1.893769e+06 +110 1.062085e+06 +111 1.196982e+06 +112 1.323598e+06 +113 1.312130e+06 +114 1.323598e+06 +115 1.062085e+06 +116 1.062086e+06 +117 1.007382e+06 +118 1.323598e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,HWES,1.066985845565796,"108 329253.62500 +109 234809.15625 +110 294593.75000 +111 334121.12500 +112 333303.81250 +113 304452.50000 +114 327718.34375 +115 342868.00000 +116 342849.59375 +117 342291.84375 +118 331908.75000 +119 342291.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.5511903762817383,"107 33099.527344 +108 27681.556641 +109 25664.193359 +110 26987.001953 +111 38063.179688 +112 38063.179688 +113 44398.750000 +114 44398.750000 +115 44392.234375 +116 44253.125000 +117 44638.347656 +118 21706.404297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ITR,AR,1.281205415725708,"60 65.461716 +61 428.984375 +62 4.688667 +63 15.736660 +64 56.074841 +65 156.091599 +66 558.200867 +67 17.998844 +68 151.596573 +69 488.082092 +70 220.083435 +71 449.358032 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Transferencias LC 61_1989,SARIMAX,1.2245194911956787,"60 17575.906250 +61 17575.945312 +62 17575.957031 +63 17575.906250 +64 17575.863281 +65 17575.863281 +66 17575.892578 +67 17575.863281 +68 17575.892578 +69 17575.910156 +70 17575.863281 +71 17575.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,MLP,1.8587870597839355,"104 9.015761e+05 +105 1.615338e+06 +106 5.273175e+06 +107 1.624249e+06 +108 1.580223e+06 +109 1.649766e+06 +110 1.709773e+06 +111 1.752373e+06 +112 1.750265e+06 +113 2.042027e+06 +114 1.974668e+06 +115 1.578654e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ISS,MLP,1.1677045822143555,"104 538607.124194 +105 554698.861748 +106 538022.358520 +107 534008.969035 +108 526259.066734 +109 527975.407268 +110 524118.398336 +111 509442.562779 +112 505145.947529 +113 493329.061532 +114 482222.409477 +115 474267.745173 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,XGBoost,1.6441752910614014,"104 250112.859375 +105 241601.187500 +106 241373.375000 +107 248385.734375 +108 257465.953125 +109 252780.812500 +110 257549.562500 +111 251045.656250 +112 272483.187500 +113 271697.937500 +114 272483.187500 +115 272483.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,IRRF,Prophet,2.1847147941589355,"104 1131501.500 +105 1131501.500 +106 1083384.000 +107 1131501.500 +108 1131501.500 +109 1131501.500 +110 1131501.500 +111 1131501.500 +112 1131501.500 +113 1131501.500 +114 1131501.500 +115 1177029.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do FPM,MLP,1.5580525398254395,"104 3.925998e+06 +105 4.176085e+06 +106 3.803964e+06 +107 3.911071e+06 +108 3.988849e+06 +109 3.943759e+06 +110 4.131056e+06 +111 3.816775e+06 +112 3.862316e+06 +113 3.861688e+06 +114 4.049220e+06 +115 4.407901e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,MLP,1.0526347160339355,"104 2.995102e+06 +105 2.945723e+06 +106 2.993101e+06 +107 3.082078e+06 +108 3.100545e+06 +109 3.027015e+06 +110 3.056312e+06 +111 3.073171e+06 +112 3.055430e+06 +113 3.102574e+06 +114 2.957620e+06 +115 3.054355e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,MLP,1.6621043682098389,"104 1.571191e+06 +105 5.610975e+05 +106 7.072363e+05 +107 1.254064e+06 +108 1.096173e+06 +109 4.759821e+05 +110 4.021183e+05 +111 3.105805e+05 +112 2.928676e+05 +113 2.778709e+05 +114 2.654437e+05 +115 1.396088e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ITR,XGBoost,2.317819595336914,"99 79223.718750 +100 49462.902344 +101 49103.679688 +102 48463.847656 +103 49586.234375 +104 49450.925781 +105 48424.871094 +106 76617.960938 +107 158177.500000 +108 812468.437500 +109 151979.703125 +110 158177.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Transferencias LC 61_1989,XGBoost,1.087841272354126,"104 25656.636719 +105 30864.460938 +106 32969.261719 +107 34275.210938 +108 34042.117188 +109 34550.832031 +110 37125.695312 +111 34205.871094 +112 31938.072266 +113 31235.423828 +114 33435.695312 +115 34089.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,AR,1.1908986568450928,"76 3302.281006 +77 5918.899902 +78 84890.960938 +79 5310.712891 +80 12924.745117 +81 13404.414062 +82 5656.899414 +83 2148.592285 +84 5688.237793 +85 2433.419434 +86 1803.821045 +87 2546.020508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ISS,XGBoost,2.9043920040130615,"92 20392.794922 +93 20488.585938 +94 21275.140625 +95 21275.472656 +96 20494.248047 +97 21272.304688 +98 21272.273438 +99 21275.140625 +100 21272.304688 +101 21272.273438 +102 20503.099609 +103 21272.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,AR,1.5608899593353271,"78 32756.183594 +79 34768.714844 +80 33255.230469 +81 34686.496094 +82 34810.558594 +83 34712.203125 +84 34768.714844 +85 34709.839844 +86 33892.687500 +87 33892.687500 +88 32702.687500 +89 32867.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,IRRF,Prophet,1.1262485980987549,"80 21908.494141 +81 36772.136719 +82 37743.710938 +83 39731.914062 +84 39735.605469 +85 39734.878906 +86 39734.878906 +87 39731.914062 +88 39731.914062 +89 40104.171875 +90 40104.167969 +91 38589.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do FPM,XGBoost,1.2512619495391846,"92 1564611.750 +93 1781506.500 +94 1576810.750 +95 1564611.750 +96 1764585.250 +97 1564611.750 +98 1781506.500 +99 1781506.250 +100 1571538.875 +101 1573475.250 +102 1781506.500 +103 1781506.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,Prophet,0.7546050548553467,"89 548026.9375 +90 541925.8125 +91 542214.6250 +92 590061.2500 +93 542214.6250 +94 594208.6250 +95 590061.2500 +96 539407.7500 +97 567365.1250 +98 568532.3750 +99 567204.3750 +100 550174.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,XGBoost,2.2274181842803955,"89 166138.421875 +90 165230.406250 +91 65765.812500 +92 106022.335938 +93 71507.093750 +94 165702.375000 +95 166231.859375 +96 166231.875000 +97 166585.187500 +98 166585.187500 +99 165230.406250 +100 65765.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ITR,SES,1.786067008972168,"72 628.921997 +73 578.404053 +74 577.603882 +75 571.519470 +76 578.404053 +77 577.608826 +78 575.981140 +79 3542.059082 +80 6445.671875 +81 7920.185059 +82 240.270264 +83 -76.095993 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Transferencias LC 61_1989,XGBoost,1.3284873962402344,"80 6209.844727 +81 6154.950195 +82 6059.634277 +83 6209.793945 +84 6458.659668 +85 6484.994141 +86 6208.870117 +87 5131.772461 +88 6209.844727 +89 6209.844727 +90 6208.870117 +91 6484.994141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,MLP,1.741598129272461,"105 26089.394692 +106 96375.392845 +107 37958.878625 +108 23793.343216 +109 24683.371281 +110 14700.649659 +111 9534.153096 +112 10956.059874 +113 10909.262565 +114 12622.928544 +115 10519.531053 +116 11840.582434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ISS,AR,1.0466439723968506,"108 46655.582031 +109 46141.968750 +110 42262.281250 +111 42239.835938 +112 54149.394531 +113 38810.347656 +114 51293.074219 +115 39525.535156 +116 46662.800781 +117 46730.000000 +118 53789.039062 +119 45136.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,HWES,1.8100800514221191,"105 10035.197266 +106 11194.162109 +107 9851.621094 +108 11234.108398 +109 11234.231445 +110 38297.472656 +111 10192.012695 +112 11234.231445 +113 11577.675781 +114 12180.593750 +115 12280.872070 +116 12248.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,IRRF,Prophet,1.9136533737182617,"108 42897.453125 +109 60023.476562 +110 60023.476562 +111 69561.632812 +112 57062.902344 +113 64843.605469 +114 60365.437500 +115 69916.179688 +116 57200.964844 +117 60365.437500 +118 69916.179688 +119 57281.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do FPM,SARIMAX,1.8393542766571045,"108 1713363.375 +109 1893768.375 +110 1718190.875 +111 1712281.250 +112 1713363.375 +113 1713294.625 +114 1712630.125 +115 1718190.875 +116 1718190.875 +117 1501627.000 +118 1713363.375 +119 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,HWES,1.0960798263549805,"108 828325.1250 +109 816872.2500 +110 829241.3125 +111 828871.6250 +112 832808.5000 +113 831462.2500 +114 829508.9375 +115 832249.8125 +116 832249.8125 +117 833446.5625 +118 829879.1875 +119 825453.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,MLP,1.6375453472137451,"108 229274.423936 +109 51396.402240 +110 112035.272213 +111 153985.533143 +112 107292.869817 +113 53943.683822 +114 26189.396453 +115 31879.804728 +116 26738.084820 +117 33604.337765 +118 27605.763054 +119 183458.147561 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ITR,AR,1.625833511352539,"97 475.488434 +98 427.848572 +99 613.017639 +100 601.351135 +101 1331.591064 +102 139.929184 +103 67.129219 +104 73.172310 +105 868.339844 +106 2871.053711 +107 127.241791 +108 128.540878 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Transferencias LC 61_1989,AR,2.2472281455993652,"48 4918.209961 +49 7377.791504 +50 4812.919434 +51 4812.919434 +52 4818.057617 +53 4929.562012 +54 4929.562012 +55 4818.057617 +56 4818.057617 +57 5375.125977 +58 4806.527832 +59 4706.577637 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,IPTU,HWES,1.9209656715393066,"108 1.226526e+07 +109 2.287714e+06 +110 2.203335e+06 +111 2.232580e+06 +112 1.947905e+06 +113 2.287714e+06 +114 1.947904e+06 +115 2.203462e+06 +116 1.918660e+06 +117 2.203462e+06 +118 1.970430e+06 +119 2.203335e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ISS,SARIMAX,1.158353328704834,"108 942422.5625 +109 941738.5625 +110 942042.6250 +111 941784.0625 +112 941690.1250 +113 941784.0625 +114 941809.9375 +115 942437.1875 +116 941690.1250 +117 942042.6250 +118 941690.1250 +119 942042.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ITBI,HWES,1.2379553318023682,"108 1.134956e+06 +109 1.291384e+06 +110 1.116194e+06 +111 1.303388e+06 +112 1.144198e+06 +113 1.142258e+06 +114 1.116954e+06 +115 1.143730e+06 +116 1.016407e+06 +117 1.135923e+06 +118 1.083582e+06 +119 1.143195e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,IRRF,HWES,2.5536410808563232,"76 1414647.50 +77 1411210.75 +78 1409324.00 +79 1411210.75 +80 1407467.75 +81 1411210.75 +82 1409598.25 +83 1407467.75 +84 1411210.75 +85 1411210.75 +86 1411210.75 +87 1409598.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do FPM,MLP,1.7036349773406982,"108 4.860449e+06 +109 5.932409e+06 +110 4.309392e+06 +111 5.125636e+06 +112 5.051494e+06 +113 4.856515e+06 +114 5.664017e+06 +115 4.447168e+06 +116 4.528655e+06 +117 4.371332e+06 +118 4.718098e+06 +119 7.049031e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,SES,0.9407861232757568,"106 1752543.500 +107 1533799.750 +108 1614328.500 +109 1728313.500 +110 1793134.625 +111 1777875.250 +112 1808340.500 +113 1808340.500 +114 1777715.500 +115 1783632.250 +116 1777199.000 +117 1793798.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,XGBoost,1.823373556137085,"107 1.193709e+06 +108 1.063187e+06 +109 1.011887e+06 +110 1.191866e+06 +111 1.196332e+06 +112 8.694827e+05 +113 7.394959e+05 +114 4.156759e+05 +115 3.423765e+05 +116 1.937044e+05 +117 1.937044e+05 +118 9.490689e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ITR,HWES,1.6050465106964111,"73 88.860100 +74 -198.230270 +75 -198.434555 +76 3853.232666 +77 669.459778 +78 416.685364 +79 388.663391 +80 392.327942 +81 10242.363281 +82 4199.162598 +83 734.995789 +84 1427.989990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Transferencias LC 61_1989,SES,0.8845233917236328,"40 15278.206055 +41 14032.991211 +42 14068.684570 +43 14068.933594 +44 3098.859375 +45 15391.169922 +46 17183.990234 +47 16525.431641 +48 14777.576172 +49 15328.708984 +50 14877.699219 +51 15279.266602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,IPTU,SES,2.2463619709014893,"88 15780.892578 +89 13815.814453 +90 14000.205078 +91 15806.891602 +92 15811.498047 +93 12308.179688 +94 12214.294922 +95 12256.907227 +96 12266.192383 +97 12271.217773 +98 12278.678711 +99 15781.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ISS,XGBoost,1.636502742767334,"88 12712.253906 +89 13086.766602 +90 12938.423828 +91 12721.160156 +92 12701.081055 +93 12938.423828 +94 12798.462891 +95 12241.585938 +96 12538.289062 +97 12938.436523 +98 12538.289062 +99 12552.867188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ITBI,XGBoost,1.2215466499328613,"88 6063.017578 +89 6095.278809 +90 7794.873047 +91 14193.522461 +92 7792.937988 +93 12246.443359 +94 7792.937988 +95 14269.070312 +96 14262.509766 +97 7792.937988 +98 7792.937988 +99 13881.557617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,IRRF,SARIMAX,1.628676176071167,"88 69337.640625 +89 69370.851562 +90 69348.335938 +91 69370.851562 +92 69370.851562 +93 69370.851562 +94 69370.851562 +95 69348.335938 +96 69370.851562 +97 69279.289062 +98 69348.335938 +99 69279.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do FPM,MLP,1.1002497673034668,"88 1.036232e+06 +89 1.031796e+06 +90 1.014207e+06 +91 1.020282e+06 +92 1.017908e+06 +93 1.010780e+06 +94 1.002666e+06 +95 9.810147e+05 +96 9.774945e+05 +97 9.781590e+05 +98 9.784934e+05 +99 9.608605e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,Prophet,1.2456164360046387,"88 293020.00000 +89 347458.68750 +90 347451.34375 +91 355149.25000 +92 339402.93750 +93 355149.25000 +94 351607.40625 +95 347313.75000 +96 378778.43750 +97 343165.46875 +98 308055.43750 +99 344372.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,XGBoost,1.1392822265625,"88 121477.203125 +89 58832.984375 +90 34989.015625 +91 81176.585938 +92 57933.312500 +93 57911.968750 +94 57891.507812 +95 57891.507812 +96 58038.527344 +97 58145.855469 +98 58145.855469 +99 81191.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do ITR,SARIMAX,1.4376144409179688,"73 1303.060425 +74 -347.344635 +75 -12.622944 +76 60.393314 +77 1409.756958 +78 1457.844849 +79 2326.204102 +80 279.270630 +81 281.444427 +82 -10.513779 +83 105.504173 +84 100.873322 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Transferencias LC 61_1989,AR,1.2390050888061523,"52 3071.149658 +53 2509.955078 +54 2840.722168 +55 3078.717773 +56 3195.620361 +57 3134.568359 +58 2863.156738 +59 3056.488037 +60 2840.606934 +61 2840.650879 +62 3132.589600 +63 2863.159180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,1.5289788246154785,"82 527.367798 +83 8236.658203 +84 21024.503906 +85 16567.265625 +86 16560.154297 +87 342.244446 +88 866.245544 +89 6590.670410 +90 29392.062500 +91 23816.529297 +92 23814.171875 +93 23814.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ISS,HWES,1.2122466564178467,"108 44091.105469 +109 53779.285156 +110 44957.750000 +111 44940.132812 +112 40993.460938 +113 33579.859375 +114 42469.976562 +115 43697.382812 +116 42469.976562 +117 42031.820312 +118 44072.253906 +119 41628.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,SES,1.6432669162750244,"101 2696.828369 +102 4339.395996 +103 4445.809082 +104 2539.354004 +105 1474.481689 +106 3018.418457 +107 4331.692871 +108 1926.891357 +109 3354.341309 +110 1565.934204 +111 2343.795898 +112 -79.257957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,IRRF,SARIMAX,1.7583043575286865,"103 89305.500000 +104 89278.718750 +105 90510.101562 +106 90510.101562 +107 85686.851562 +108 85686.851562 +109 90510.101562 +110 90510.101562 +111 85686.851562 +112 90510.101562 +113 90510.101562 +114 157175.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1922314167022705,"108 1.388602e+06 +109 1.893768e+06 +110 1.098585e+06 +111 1.199775e+06 +112 1.388613e+06 +113 1.374046e+06 +114 1.388613e+06 +115 1.098585e+06 +116 1.102094e+06 +117 1.030519e+06 +118 1.388613e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,HWES,1.061333179473877,"108 1328476.250 +109 1236090.125 +110 1242572.125 +111 1328468.875 +112 1310038.375 +113 1286759.875 +114 1328468.875 +115 1328461.875 +116 1328468.250 +117 1310038.375 +118 1328468.875 +119 1310038.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,MLP,1.9644038677215576,"108 338257.841266 +109 64125.500265 +110 111685.387361 +111 140989.562052 +112 100315.000158 +113 36304.343733 +114 41230.337246 +115 29791.863916 +116 26982.851198 +117 31615.969665 +118 30891.402389 +119 202690.214175 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ITR,AR,1.5738484859466553,"91 137.166260 +92 101.759644 +93 106.185226 +94 114.865669 +95 114.865669 +96 2206.913818 +97 2609.745850 +98 2346.489502 +99 2354.501709 +100 3093.286133 +101 2349.577393 +102 1201.696167 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Transferencias LC 61_1989,XGBoost,1.1557691097259521,"108 11504.879883 +109 9557.221680 +110 12800.900391 +111 14652.868164 +112 13401.118164 +113 14462.190430 +114 14594.631836 +115 14006.689453 +116 14956.185547 +117 14344.186523 +118 13847.382812 +119 14594.458008 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,IPTU,MLP,1.9669647216796875,"105 162120.386596 +106 170195.958711 +107 197868.122644 +108 216358.908054 +109 756365.576419 +110 325565.254846 +111 206706.998477 +112 228525.568317 +113 275935.593647 +114 302367.220277 +115 292076.699966 +116 294265.189805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ISS,XGBoost,2.42924165725708,"108 221672.859375 +109 236420.171875 +110 221672.859375 +111 221673.546875 +112 221684.828125 +113 221687.968750 +114 221684.828125 +115 221687.281250 +116 221687.281250 +117 221687.281250 +118 221980.750000 +119 221687.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ITBI,XGBoost,1.2877750396728516,"108 57935.113281 +109 34928.585938 +110 45979.875000 +111 43132.179688 +112 35405.449219 +113 50077.593750 +114 68985.554688 +115 68173.492188 +116 46317.589844 +117 25415.035156 +118 15072.914062 +119 16978.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,IRRF,Prophet,1.2352283000946045,"108 169119.06250 +109 278452.56250 +110 189548.96875 +111 278452.56250 +112 278452.56250 +113 189548.96875 +114 278452.56250 +115 278452.56250 +116 189548.96875 +117 189548.96875 +118 189548.96875 +119 278452.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do FPM,SARIMAX,1.1759612560272217,"108 2230776.000 +109 3156308.750 +110 1834718.750 +111 1947597.625 +112 2230854.750 +113 2218505.750 +114 2230854.750 +115 1825392.250 +116 1825392.250 +117 1760023.125 +118 2230854.750 +119 3156308.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,HWES,1.5649261474609375,"108 1875361.000 +109 1707799.500 +110 1772593.750 +111 1896208.000 +112 1896571.375 +113 1845037.625 +114 1849450.250 +115 1896208.000 +116 1896208.000 +117 1776946.000 +118 1849442.625 +119 1776946.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,MLP,1.680431842803955,"108 979014.616834 +109 271669.004648 +110 324981.869967 +111 577833.409400 +112 456232.096164 +113 198867.641629 +114 160778.584364 +115 121574.412743 +116 149237.366215 +117 89209.878948 +118 70376.694771 +119 584924.253548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ITR,SARIMAX,2.1932287216186523,"105 77389.460938 +106 19648.281250 +107 19649.619141 +108 40945.000000 +109 57261.183594 +110 57261.183594 +111 13971.016602 +112 13971.016602 +113 120624.898438 +114 905194.750000 +115 120581.289062 +116 80698.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Transferencias LC 61_1989,HWES,1.1674206256866455,"96 15636.568359 +97 15213.386719 +98 15883.068359 +99 16131.075195 +100 16020.308594 +101 15916.856445 +102 15314.448242 +103 14815.484375 +104 16776.542969 +105 17753.257812 +106 16155.847656 +107 15461.379883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,IPTU,HWES,1.673888921737671,"108 7725.795898 +109 14484.428711 +110 8744.042969 +111 5627.759277 +112 11985.855469 +113 6116.883301 +114 5196.628906 +115 5799.546875 +116 7064.792969 +117 6526.857422 +118 7490.639160 +119 7481.828613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ISS,XGBoost,1.5097992420196533,"108 26224.515625 +109 31084.216797 +110 31084.216797 +111 26190.794922 +112 31093.291016 +113 33596.605469 +114 31084.167969 +115 33596.605469 +116 31084.216797 +117 31084.216797 +118 31093.291016 +119 33596.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ITBI,MLP,1.1620347499847412,"108 23640.660575 +109 25174.339600 +110 1021.571929 +111 18166.908379 +112 15916.375692 +113 16833.448604 +114 18422.466622 +115 18204.050239 +116 19522.696555 +117 17277.263170 +118 19571.699199 +119 20062.536123 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,IRRF,AR,1.9050981998443604,"108 75382.656250 +109 75418.023438 +110 88313.375000 +111 73620.609375 +112 73343.929688 +113 73343.929688 +114 73343.929688 +115 88261.148438 +116 73620.507812 +117 73343.929688 +118 73620.507812 +119 73620.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do FPM,SARIMAX,1.5910296440124512,"108 8.904024e+05 +109 1.336654e+06 +110 8.293681e+05 +111 6.766867e+05 +112 6.762152e+05 +113 6.762145e+05 +114 6.773518e+05 +115 8.577252e+05 +116 8.576795e+05 +117 8.620651e+05 +118 6.777652e+05 +119 1.046021e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,HWES,1.1407995223999023,"108 899737.6875 +109 902611.0000 +110 902413.6875 +111 894741.3125 +112 851676.3125 +113 899737.6875 +114 911421.3125 +115 851676.3125 +116 851780.8125 +117 851676.3125 +118 899737.6875 +119 851676.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,SARIMAX,1.2584595680236816,"108 28826.724609 +109 20690.179688 +110 30985.861328 +111 28790.472656 +112 35772.105469 +113 28787.792969 +114 10639.847656 +115 20512.763672 +116 10957.242188 +117 10386.430664 +118 10032.135742 +119 31001.177734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ITR,HWES,1.045994758605957,"47 55251.144531 +48 29065.750000 +49 292622.875000 +50 291237.281250 +51 293638.687500 +52 292127.062500 +53 293645.843750 +54 292125.531250 +55 292143.468750 +56 361862.125000 +57 292454.562500 +58 292454.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,IPTU,HWES,2.1826224327087402,"107 8.857791e+04 +108 9.001305e+04 +109 6.614020e+04 +110 1.153030e+05 +111 4.344863e+05 +112 1.821930e+06 +113 4.492334e+05 +114 8.941154e+05 +115 3.313342e+05 +116 9.158714e+05 +117 1.472341e+06 +118 8.174282e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ISS,SARIMAX,1.2333579063415527,"108 465040.06250 +109 459501.56250 +110 442300.68750 +111 411586.09375 +112 410333.43750 +113 411474.00000 +114 380425.78125 +115 427636.40625 +116 386710.59375 +117 432109.81250 +118 486798.59375 +119 465217.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ITBI,SES,1.5761356353759766,"108 165123.437500 +109 143931.234375 +110 149892.781250 +111 146172.390625 +112 165712.343750 +113 167376.109375 +114 142553.984375 +115 142588.515625 +116 144784.187500 +117 166907.375000 +118 161891.312500 +119 167032.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,IRRF,SARIMAX,1.1272330284118652,"108 211701.890625 +109 202101.484375 +110 203775.375000 +111 203775.375000 +112 203775.375000 +113 203775.375000 +114 222289.234375 +115 222289.234375 +116 203775.375000 +117 203775.375000 +118 203775.375000 +119 350914.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do FPM,SARIMAX,1.463426113128662,"108 2579678.25 +109 3156246.50 +110 2078538.00 +111 2301117.75 +112 2489333.25 +113 2311570.00 +114 2634635.50 +115 2078538.00 +116 2082426.25 +117 1664363.50 +118 2489333.25 +119 3156246.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,HWES,1.215247631072998,"108 1414311.375 +109 1331220.000 +110 1331312.500 +111 1502075.250 +112 1632230.625 +113 1450936.625 +114 1502075.250 +115 1631810.875 +116 1631810.875 +117 1518028.625 +118 1449765.875 +119 1518028.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,XGBoost,1.8861010074615479,"107 1187914.500 +108 698532.000 +109 870330.000 +110 1158012.375 +111 1350686.250 +112 1573296.000 +113 1573287.875 +114 1572728.000 +115 1573504.750 +116 1573287.000 +117 1574370.375 +118 1350886.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ITR,XGBoost,1.7037084102630615,"103 2300.138428 +104 1061.765869 +105 1485.658569 +106 1539.842407 +107 992.060425 +108 1485.658569 +109 992.060425 +110 1542.981567 +111 41918.226562 +112 37861.835938 +113 1418.276978 +114 1229.480713 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Transferencias LC 61_1989,SARIMAX,1.3781402111053467,"96 13312.144531 +97 13485.243164 +98 13290.144531 +99 12372.769531 +100 12396.867188 +101 11303.172852 +102 6858.228516 +103 13679.852539 +104 13278.632812 +105 13179.073242 +106 15383.273438 +107 12262.860352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,HWES,1.929934024810791,"96 51584.453125 +97 480890.687500 +98 469322.187500 +99 299086.281250 +100 304916.843750 +101 264583.312500 +102 326800.468750 +103 364808.062500 +104 414995.812500 +105 127125.515625 +106 855563.687500 +107 861001.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,SES,1.5480763912200928,"96 667835.3750 +97 603015.4375 +98 663269.1250 +99 663403.6250 +100 663403.6250 +101 663403.6250 +102 663403.6250 +103 663403.6250 +104 663403.6250 +105 627029.9375 +106 627029.9375 +107 663269.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,XGBoost,2.8537869453430176,"96 153446.093750 +97 152546.953125 +98 251520.515625 +99 152546.984375 +100 136682.671875 +101 133447.406250 +102 134777.187500 +103 251520.515625 +104 135989.812500 +105 135989.812500 +106 128603.546875 +107 243841.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,IRRF,MLP,2.17219614982605,"94 389956.522796 +95 404888.040815 +96 422506.183339 +97 472074.181281 +98 429660.753220 +99 439464.875557 +100 447064.412300 +101 460001.035826 +102 460520.402063 +103 475341.565146 +104 537182.210104 +105 495623.252307 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1622819900512695,"94 2952908.00 +95 2952908.00 +96 2465387.50 +97 2835826.00 +98 2952908.00 +99 2875588.25 +100 4418793.00 +101 2479636.50 +102 2479705.00 +103 2334285.00 +104 2952908.00 +105 4418793.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,HWES,1.1392130851745605,"94 4095444.75 +95 3989049.50 +96 3998514.75 +97 4091567.25 +98 4096051.00 +99 4091771.25 +100 4095444.75 +101 4096052.25 +102 4095514.25 +103 4096038.00 +104 4092382.50 +105 4096025.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,XGBoost,1.7174835205078125,"78 325699.12500 +79 325699.12500 +80 265838.12500 +81 274590.46875 +82 325699.21875 +83 319385.43750 +84 185709.40625 +85 284538.81250 +86 284539.46875 +87 284315.62500 +88 283106.25000 +89 274569.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ITR,SARIMAX,1.8025460243225098,"58 54553.886719 +59 55104.746094 +60 55776.582031 +61 51235.082031 +62 56007.058594 +63 55776.582031 +64 55261.425781 +65 56562.667969 +66 212067.734375 +67 914817.812500 +68 59330.285156 +69 59330.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Transferencias LC 61_1989,SES,1.4286868572235107,"94 22330.513672 +95 22401.861328 +96 22521.593750 +97 22859.279297 +98 22646.779297 +99 22858.773438 +100 22849.164062 +101 22559.171875 +102 22638.125000 +103 22199.728516 +104 23018.908203 +105 20007.462891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,IPTU,XGBoost,1.6374573707580566,"91 5021.821777 +92 14636.956055 +93 17346.410156 +94 36745.398438 +95 13761.050781 +96 22324.390625 +97 13761.050781 +98 25104.638672 +99 13761.050781 +100 13713.042969 +101 14456.550781 +102 11732.891602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ISS,SARIMAX,2.0540170669555664,"96 21239.878906 +97 24312.472656 +98 30491.371094 +99 30491.371094 +100 23602.693359 +101 30491.371094 +102 24312.472656 +103 24312.472656 +104 30491.371094 +105 25252.121094 +106 25252.121094 +107 30491.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ITBI,SARIMAX,1.2730343341827393,"96 1652.690552 +97 4221.350098 +98 4897.162598 +99 3167.803711 +100 17130.857422 +101 3556.434326 +102 17202.144531 +103 18035.988281 +104 8846.962891 +105 8127.982910 +106 6579.207520 +107 6803.984863 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,IRRF,MLP,1.4283764362335205,"96 44231.404184 +97 41009.630229 +98 40128.169265 +99 38332.883319 +100 36645.373851 +101 36547.949252 +102 35078.096872 +103 32959.414704 +104 30617.574700 +105 29496.154256 +106 28317.018113 +107 16492.477296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do FPM,XGBoost,1.3854734897613525,"96 1503970.125 +97 1811506.375 +98 1322467.750 +99 1503970.125 +100 1777204.500 +101 1503970.125 +102 1811506.375 +103 1503970.125 +104 1460072.500 +105 1336195.250 +106 1777204.500 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,SES,1.0756523609161377,"96 421966.65625 +97 458847.81250 +98 483381.59375 +99 472403.81250 +100 485512.18750 +101 472403.40625 +102 472403.40625 +103 458838.93750 +104 428971.09375 +105 429769.21875 +106 428971.09375 +107 458838.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,XGBoost,1.7333788871765137,"93 100621.476562 +94 80265.132812 +95 80222.546875 +96 113058.382812 +97 100621.476562 +98 76732.617188 +99 44254.636719 +100 39111.574219 +101 38639.355469 +102 39111.574219 +103 31648.888672 +104 102710.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Transferencias LC 61_1989,XGBoost,2.033231258392334,"60 4206.101562 +61 4349.340820 +62 4348.791992 +63 4206.101562 +64 3816.285889 +65 3818.949951 +66 3818.950684 +67 3816.285889 +68 4118.796875 +69 4206.101562 +70 3816.285889 +71 3818.950684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,IPTU,SARIMAX,1.4073724746704102,"92 4913.832031 +93 2193.406982 +94 6998.472168 +95 7046.478516 +96 10984.936523 +97 6253.568848 +98 5026.688477 +99 5163.752930 +100 5862.691406 +101 4713.154785 +102 2123.277344 +103 2057.260498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ISS,SARIMAX,2.289381980895996,"96 10103.846680 +97 4803.299316 +98 13518.137695 +99 13518.137695 +100 6639.496094 +101 13318.038086 +102 11248.711914 +103 10976.491211 +104 13324.512695 +105 13318.038086 +106 11076.054688 +107 11076.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ITBI,HWES,1.1870908737182617,"96 5258.478516 +97 8110.627930 +98 5919.890625 +99 1099.883667 +100 6977.168457 +101 3055.756348 +102 1675.796021 +103 2226.175049 +104 7340.431641 +105 6855.720703 +106 7247.163086 +107 7590.030273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,IRRF,MLP,1.536684513092041,"96 34831.222873 +97 34923.822372 +98 34484.201138 +99 32836.229601 +100 31466.207161 +101 30585.440104 +102 29077.917510 +103 27963.313365 +104 25016.498679 +105 23121.749160 +106 20754.440610 +107 11507.390663 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do FPM,MLP,1.2419228553771973,"96 1.021826e+06 +97 1.017441e+06 +98 9.981017e+05 +99 1.003523e+06 +100 1.000461e+06 +101 9.922787e+05 +102 9.839540e+05 +103 9.606924e+05 +104 9.567227e+05 +105 9.606812e+05 +106 9.604984e+05 +107 9.433270e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,SES,1.1304748058319092,"96 279334.25000 +97 338606.50000 +98 339387.37500 +99 331441.81250 +100 338799.00000 +101 331441.81250 +102 329541.00000 +103 336705.71875 +104 329541.00000 +105 274329.15625 +106 268777.12500 +107 333031.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,XGBoost,2.277188539505005,"95 47285.636719 +96 47285.632812 +97 61948.011719 +98 54053.691406 +99 52601.964844 +100 45484.179688 +101 61980.648438 +102 62077.363281 +103 62208.781250 +104 62091.179688 +105 62175.207031 +106 47285.636719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ITR,SARIMAX,1.6538455486297607,"85 91.284019 +86 90.923973 +87 94.014503 +88 3846.524170 +89 1397.796875 +90 1399.545776 +91 1394.858154 +92 1398.036621 +93 94.013657 +94 3846.524170 +95 1399.545776 +96 1398.356323 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,IPTU,AR,1.6550886631011963,"98 2807.801758 +99 2406.768555 +100 24457.205078 +101 10004.267578 +102 1301.663330 +103 1437.626953 +104 1429.042725 +105 1164.277100 +106 9366.574219 +107 2441.172852 +108 2427.111328 +109 2274.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ISS,Prophet,1.6256909370422363,"104 49207.625000 +105 46045.359375 +106 47087.324219 +107 46047.078125 +108 47087.324219 +109 47087.324219 +110 47087.324219 +111 47087.324219 +112 47087.324219 +113 47087.324219 +114 47087.324219 +115 47087.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ITBI,Prophet,1.685434103012085,"102 8042.778809 +103 6967.897949 +104 6347.002441 +105 1736.733032 +106 3807.076172 +107 8668.640625 +108 9311.709961 +109 42354.980469 +110 3186.625244 +111 6149.416504 +112 7886.451172 +113 4499.150391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,IRRF,MLP,1.4638071060180664,"89 4835.992988 +90 4859.809931 +91 5245.065262 +92 5517.749200 +93 5774.577282 +94 5897.695981 +95 6286.927871 +96 2322.724899 +97 5024.076604 +98 4686.588847 +99 5448.452275 +100 3201.097769 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do FPM,MLP,1.2986533641815186,"103 1.092139e+06 +104 1.088206e+06 +105 1.059780e+06 +106 1.065813e+06 +107 1.064327e+06 +108 1.055402e+06 +109 1.051228e+06 +110 1.029320e+06 +111 1.032705e+06 +112 1.035043e+06 +113 1.042173e+06 +114 1.034915e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,XGBoost,1.2864398956298828,"104 826645.6875 +105 823224.1250 +106 823684.5625 +107 826645.5000 +108 827320.7500 +109 827945.1250 +110 826624.4375 +111 827320.7500 +112 827320.7500 +113 827320.7500 +114 826645.5000 +115 827320.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,HWES,1.2644011974334717,"103 78508.437500 +104 30790.199219 +105 30790.199219 +106 55241.847656 +107 40242.789062 +108 29677.353516 +109 10635.947266 +110 11481.759766 +111 11481.259766 +112 11445.111328 +113 10433.247070 +114 58355.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ITR,AR,1.474743127822876,"73 116.593300 +74 69.688339 +75 45.520298 +76 45.621681 +77 45.520298 +78 45.520298 +79 45.520298 +80 155.402679 +81 1.038251 +82 70.045982 +83 536.955017 +84 472.499115 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Transferencias LC 61_1989,SARIMAX,1.5143556594848633,"104 11489.697266 +105 11621.466797 +106 11621.466797 +107 11621.466797 +108 11621.466797 +109 11621.466797 +110 11621.466797 +111 11489.697266 +112 11621.466797 +113 11621.466797 +114 11489.697266 +115 11621.466797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,IPTU,HWES,0.967719316482544,"85 17088.146484 +86 121678.351562 +87 33031.066406 +88 29661.587891 +89 26636.990234 +90 127162.414062 +91 37056.472656 +92 38726.410156 +93 37056.101562 +94 28937.533203 +95 36375.457031 +96 36116.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ISS,SARIMAX,1.7548787593841553,"108 53375.714844 +109 49270.296875 +110 50422.218750 +111 49728.683594 +112 53275.609375 +113 53166.855469 +114 53166.855469 +115 53559.503906 +116 53653.402344 +117 52902.738281 +118 53974.558594 +119 53166.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ITBI,XGBoost,2.3814597129821777,"94 150654.859375 +95 145885.796875 +96 140249.265625 +97 62716.136719 +98 101368.171875 +99 88254.828125 +100 90336.281250 +101 98170.921875 +102 131111.437500 +103 112068.710938 +104 90336.281250 +105 90336.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,IRRF,SARIMAX,1.6818087100982666,"108 191287.046875 +109 139138.671875 +110 191287.046875 +111 191287.046875 +112 191287.046875 +113 191287.046875 +114 191287.046875 +115 191287.046875 +116 191287.046875 +117 191287.046875 +118 191287.046875 +119 191287.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do FPM,SARIMAX,1.222693920135498,"108 1724238.875 +109 1866271.875 +110 1076132.375 +111 1189785.625 +112 1696742.125 +113 1620315.125 +114 1119249.750 +115 1076132.375 +116 1077765.875 +117 1109358.125 +118 1866271.875 +119 1866271.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,HWES,1.2100982666015625,"108 1469215.125 +109 1425875.750 +110 1422310.125 +111 1503362.625 +112 1467211.000 +113 1469274.500 +114 1444844.125 +115 1503362.625 +116 1503362.625 +117 1463492.250 +118 1469215.125 +119 1463492.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,MLP,1.7711591720581055,"108 264264.769415 +109 121662.694518 +110 161806.730383 +111 282730.376064 +112 278790.300727 +113 127716.513491 +114 106377.608187 +115 84736.826455 +116 57667.758345 +117 64179.887916 +118 48644.029378 +119 201622.267230 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ITR,MLP,2.7970292568206787,"106 73620.684940 +107 48129.862110 +108 62961.764127 +109 62648.135325 +110 35978.461596 +111 39093.150715 +112 46142.222406 +113 39847.092292 +114 219959.259897 +115 826323.106630 +116 136301.622727 +117 148336.155714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Transferencias LC 61_1989,AR,1.376471757888794,"108 13857.987305 +109 12325.988281 +110 12557.652344 +111 12676.147461 +112 12430.728516 +113 12875.556641 +114 13082.086914 +115 14457.597656 +116 14208.579102 +117 13086.824219 +118 14528.845703 +119 14233.575195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,IPTU,SARIMAX,2.0797882080078125,"96 68907.398438 +97 69196.367188 +98 30849.310547 +99 30845.128906 +100 68907.398438 +101 30849.257812 +102 30849.310547 +103 7055.870605 +104 16600.318359 +105 9086.236328 +106 7055.870605 +107 16578.650391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ISS,Prophet,1.250302791595459,"96 21793.992188 +97 20912.013672 +98 58963.808594 +99 20905.021484 +100 57615.523438 +101 53807.167969 +102 58486.304688 +103 20905.021484 +104 23690.003906 +105 55709.257812 +106 23690.003906 +107 57615.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ITBI,XGBoost,1.336773157119751,"96 30484.589844 +97 19307.191406 +98 24604.630859 +99 19428.083984 +100 24778.574219 +101 28918.130859 +102 28738.613281 +103 29748.953125 +104 20747.527344 +105 18198.865234 +106 18198.865234 +107 28842.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,IRRF,AR,1.6283416748046875,"96 120529.265625 +97 120529.296875 +98 120602.750000 +99 120602.750000 +100 120602.750000 +101 120602.750000 +102 120602.750000 +103 120602.750000 +104 120602.750000 +105 120602.750000 +106 120602.750000 +107 120602.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do FPM,XGBoost,1.2003178596496582,"96 1795969.875 +97 1781681.875 +98 1470432.500 +99 1795969.875 +100 1807504.875 +101 1811506.375 +102 1781681.875 +103 1811506.375 +104 1565686.750 +105 1564772.875 +106 1781681.875 +107 1781681.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,SES,0.940880537033081,"96 510836.1875 +97 547866.4375 +98 545255.1250 +99 547860.2500 +100 553886.5000 +101 547860.2500 +102 545327.1875 +103 545333.3750 +104 533516.0000 +105 532895.5625 +106 509556.1250 +107 545463.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,AR,1.265282392501831,"96 127118.585938 +97 43092.843750 +98 55774.003906 +99 126950.476562 +100 55774.011719 +101 26175.250000 +102 15853.090820 +103 15925.978516 +104 15834.652344 +105 17217.853516 +106 17217.853516 +107 126975.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do ITR,SARIMAX,1.7920095920562744,"95 999.141357 +96 1948.408569 +97 1009.361389 +98 1948.408569 +99 1948.408569 +100 2499.050293 +101 1835.661499 +102 1840.645874 +103 77084.562500 +104 88672.054688 +105 19246.628906 +106 19246.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Transferencias LC 61_1989,XGBoost,1.2593011856079102,"60 5100.497070 +61 4749.621582 +62 4712.020020 +63 5322.764648 +64 5217.107910 +65 5211.880859 +66 5030.349609 +67 5098.711914 +68 5039.953613 +69 5096.518066 +70 5000.336914 +71 5043.054199 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,IPTU,SARIMAX,2.520458459854126,"95 18528.298828 +96 62548.203125 +97 38397.277344 +98 85321.875000 +99 65977.148438 +100 39314.417969 +101 65977.148438 +102 406962.250000 +103 22465.443359 +104 22465.457031 +105 22465.443359 +106 22224.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ISS,SARIMAX,1.2776572704315186,"108 182400.84375 +109 182379.96875 +110 182379.96875 +111 182400.84375 +112 182379.96875 +113 182400.84375 +114 182400.84375 +115 182400.84375 +116 182400.84375 +117 182400.84375 +118 182400.84375 +119 182400.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ITBI,HWES,1.6254642009735107,"108 22984.820312 +109 13571.586914 +110 21446.792969 +111 21483.048828 +112 13167.005859 +113 13249.173828 +114 24209.210938 +115 24981.277344 +116 24210.671875 +117 22195.951172 +118 10373.700195 +119 13235.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,IRRF,SARIMAX,1.691450834274292,"107 52601.363281 +108 52601.363281 +109 52601.363281 +110 52601.363281 +111 83830.671875 +112 83830.671875 +113 52601.363281 +114 83830.671875 +115 52601.363281 +116 52601.363281 +117 83830.671875 +118 83830.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do FPM,SARIMAX,1.1906943321228027,"108 1.387035e+06 +109 1.893769e+06 +110 1.057123e+06 +111 1.181018e+06 +112 1.387353e+06 +113 1.375727e+06 +114 1.387353e+06 +115 1.057123e+06 +116 1.059398e+06 +117 9.764874e+05 +118 1.387353e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,HWES,1.2446234226226807,"108 342153.56250 +109 332876.03125 +110 334433.84375 +111 341322.87500 +112 387972.96875 +113 334212.75000 +114 321023.56250 +115 387973.03125 +116 387973.03125 +117 385620.03125 +118 342763.25000 +119 385620.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,MLP,2.6791720390319824,"108 189736.284899 +109 45697.429636 +110 62792.063596 +111 105559.945400 +112 95762.499066 +113 36671.434043 +114 34598.938382 +115 35472.071756 +116 23902.875610 +117 34936.010195 +118 26615.017315 +119 214706.462959 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ITR,SES,1.5466628074645996,"86 2595.089600 +87 404.073181 +88 5632.651855 +89 83.319641 +90 5613.749512 +91 4510.117676 +92 6821.852051 +93 4473.979004 +94 4506.890137 +95 4509.482910 +96 4510.099121 +97 4477.258301 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Transferencias LC 61_1989,XGBoost,1.5452239513397217,"108 2877.118896 +109 3241.629150 +110 2709.746582 +111 2682.953613 +112 2666.143555 +113 2521.124756 +114 3005.119873 +115 2666.143555 +116 2723.335938 +117 2990.730225 +118 3290.846924 +119 2597.668945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,HWES,1.5672001838684082,"96 9055.190430 +97 14619.220703 +98 6704.026855 +99 8532.821289 +100 8532.821289 +101 11413.691406 +102 20345.914062 +103 40395.632812 +104 25425.539062 +105 9391.003906 +106 19469.546875 +107 4002.288818 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,SARIMAX,1.4636762142181396,"100 18837.675781 +101 16260.473633 +102 16009.793945 +103 15252.755859 +104 15252.755859 +105 15252.767578 +106 14940.900391 +107 15113.139648 +108 15196.942383 +109 15196.942383 +110 17291.115234 +111 15252.755859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,XGBoost,2.2278800010681152,"98 8700.001953 +99 16127.704102 +100 12328.500000 +101 16127.704102 +102 77104.148438 +103 23192.142578 +104 35148.660156 +105 20751.093750 +106 8093.800781 +107 8548.104492 +108 7209.122559 +109 24069.673828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,IRRF,XGBoost,1.8370716571807861,"100 79060.453125 +101 79489.617188 +102 76879.976562 +103 79046.992188 +104 76879.976562 +105 76879.976562 +106 79046.992188 +107 76879.976562 +108 76879.976562 +109 79046.992188 +110 79046.992188 +111 79046.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do FPM,SARIMAX,1.0636818408966064,"100 1368431.125 +101 1893768.625 +102 1142209.250 +103 1167016.000 +104 1368431.125 +105 1334305.750 +106 1368431.125 +107 1142209.250 +108 1142157.000 +109 1036830.625 +110 1368431.125 +111 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,XGBoost,2.161614418029785,"100 500221.56250 +101 411960.96875 +102 434370.06250 +103 484474.71875 +104 479071.40625 +105 452729.00000 +106 424962.34375 +107 478050.34375 +108 478276.15625 +109 486603.65625 +110 450820.68750 +111 488528.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,XGBoost,1.1530334949493408,"99 54839.351562 +100 65171.136719 +101 57231.105469 +102 66798.710938 +103 42612.226562 +104 55464.519531 +105 25360.642578 +106 25264.216797 +107 18208.242188 +108 8514.330078 +109 13280.428711 +110 51848.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ITR,XGBoost,1.5163702964782715,"78 5668.158203 +79 5394.345703 +80 5393.228516 +81 5378.718750 +82 20671.076172 +83 20671.076172 +84 20684.441406 +85 20687.828125 +86 20658.814453 +87 20658.345703 +88 20651.976562 +89 20661.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Transferencias LC 61_1989,XGBoost,1.9287762641906738,"100 4324.412598 +101 4300.134766 +102 4631.219238 +103 4758.641602 +104 4856.919922 +105 4670.962402 +106 4493.716309 +107 4422.078125 +108 4049.518066 +109 4011.586670 +110 4766.182617 +111 4511.433594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,IPTU,SES,1.8732399940490723,"108 14774.306641 +109 14338.058594 +110 16146.105469 +111 15885.779297 +112 15866.535156 +113 16242.445312 +114 19607.769531 +115 22124.898438 +116 14632.815430 +117 32362.904297 +118 48951.828125 +119 33857.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ISS,SARIMAX,1.727487325668335,"108 30391.316406 +109 27400.267578 +110 25685.298828 +111 31170.648438 +112 22040.470703 +113 26020.009766 +114 28046.433594 +115 27711.876953 +116 30152.781250 +117 27711.972656 +118 26286.349609 +119 30152.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ITBI,XGBoost,1.2210793495178223,"105 4043.255615 +106 1315.547241 +107 2716.549316 +108 3444.911621 +109 1016.842896 +110 3713.728027 +111 2965.007812 +112 3588.653564 +113 3424.014404 +114 3746.845215 +115 2884.084473 +116 4193.499512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,IRRF,Prophet,1.2134010791778564,"108 62426.441406 +109 89693.703125 +110 99273.929688 +111 99273.929688 +112 89676.195312 +113 49137.105469 +114 99273.929688 +115 89693.703125 +116 89693.375000 +117 89693.375000 +118 62426.441406 +119 99273.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do FPM,SARIMAX,1.2268810272216797,"108 1.387909e+06 +109 1.893783e+06 +110 1.104229e+06 +111 1.206841e+06 +112 1.387929e+06 +113 1.380989e+06 +114 1.387930e+06 +115 1.104229e+06 +116 1.105296e+06 +117 1.046767e+06 +118 1.387929e+06 +119 1.893783e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,HWES,1.0329091548919678,"108 561404.1875 +109 555363.1875 +110 557177.6250 +111 561245.1875 +112 576808.6250 +113 564571.9375 +114 579855.7500 +115 576268.8750 +116 576808.6250 +117 573350.3125 +118 559914.1875 +119 573442.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,MLP,1.9754176139831543,"107 152789.554215 +108 44791.408741 +109 72221.954927 +110 86697.905126 +111 69116.676068 +112 37386.495489 +113 36985.370302 +114 30713.331923 +115 24759.181506 +116 26356.986624 +117 24618.318825 +118 144139.748445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do ITR,XGBoost,1.6366963386535645,"98 261.167114 +99 1115.858521 +100 1150.628784 +101 1103.812500 +102 1052.488525 +103 1073.403442 +104 1999.466309 +105 1074.220215 +106 1062.225220 +107 4205.160156 +108 6938.520020 +109 8169.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Transferencias LC 61_1989,XGBoost,1.4099342823028564,"108 3100.403809 +109 3769.851074 +110 3295.418213 +111 3819.580322 +112 3811.056885 +113 4134.545898 +114 4107.987793 +115 3739.011719 +116 3637.092773 +117 3482.047852 +118 3353.448242 +119 4187.424316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,IPTU,AR,1.9377000331878662,"89 3117.168945 +90 915.394775 +91 2447.547607 +92 9942.106445 +93 8935.357422 +94 5617.676758 +95 5640.232422 +96 -1485.860474 +97 -998.194031 +98 -1271.933228 +99 -1000.941467 +100 -1878.083984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ISS,SARIMAX,1.2894725799560547,"104 25980.382812 +105 29302.021484 +106 29299.789062 +107 29299.789062 +108 29299.873047 +109 29299.789062 +110 29141.697266 +111 29141.697266 +112 31945.935547 +113 28571.902344 +114 28571.902344 +115 31421.417969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ITBI,HWES,1.7033493518829346,"97 16518.314453 +98 16271.375000 +99 16292.177734 +100 16536.361328 +101 16292.177734 +102 16413.351562 +103 16144.121094 +104 16303.896484 +105 16198.269531 +106 16413.351562 +107 16536.361328 +108 8583.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,IRRF,Prophet,1.4291505813598633,"104 53256.816406 +105 53336.933594 +106 50409.496094 +107 50409.496094 +108 50409.496094 +109 49090.582031 +110 51997.183594 +111 49096.781250 +112 49090.582031 +113 50409.496094 +114 49090.582031 +115 103206.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do FPM,XGBoost,1.1975691318511963,"104 1383972.375 +105 1893768.625 +106 1163435.000 +107 1247769.500 +108 1831004.125 +109 1351288.375 +110 1893768.625 +111 1163435.000 +112 1179484.500 +113 1152967.000 +114 1831004.125 +115 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,SES,0.9722211360931396,"104 465957.93750 +105 447342.18750 +106 451826.06250 +107 458617.65625 +108 474622.50000 +109 464075.50000 +110 458617.65625 +111 473056.71875 +112 473056.71875 +113 420934.87500 +114 464342.12500 +115 420934.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,XGBoost,1.998159408569336,"103 55187.558594 +104 54413.804688 +105 34376.386719 +106 23597.974609 +107 52221.285156 +108 33079.863281 +109 32607.736328 +110 32607.019531 +111 34008.394531 +112 25417.958984 +113 25351.888672 +114 32734.646484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do ITR,AR,1.6880066394805908,"84 1658.113525 +85 9223.354492 +86 8940.077148 +87 1608.822632 +88 1413.247803 +89 1002.976074 +90 807.394592 +91 1774.919800 +92 2044.174805 +93 2663.044678 +94 3184.225098 +95 3936.103760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Transferencias LC 61_1989,XGBoost,1.3591396808624268,"44 3958.600830 +45 4439.403320 +46 3997.884766 +47 4001.974365 +48 4001.972412 +49 4005.842041 +50 4005.842041 +51 3993.874512 +52 4001.972412 +53 2858.542969 +54 4230.232422 +55 4245.386230 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,IPTU,XGBoost,1.6856813430786133,"99 24124.458984 +100 57816.925781 +101 146508.625000 +102 146225.078125 +103 27653.789062 +104 27650.242188 +105 27726.164062 +106 32592.708984 +107 27958.064453 +108 27726.164062 +109 31782.855469 +110 26558.060547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ISS,XGBoost,1.1611263751983643,"100 197594.281250 +101 192185.984375 +102 200181.312500 +103 197519.312500 +104 197539.031250 +105 195601.750000 +106 195990.703125 +107 195992.859375 +108 195992.859375 +109 206089.515625 +110 197521.468750 +111 195992.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ITBI,MLP,1.546846628189087,"100 4.545319e+05 +101 5.677706e+05 +102 6.294749e+05 +103 8.287955e+05 +104 1.045786e+06 +105 1.320086e+06 +106 1.662086e+06 +107 2.090563e+06 +108 2.648189e+06 +109 2.678237e+06 +110 3.682033e+06 +111 4.648504e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,IRRF,XGBoost,1.9093656539916992,"96 9650.897461 +97 7872.973633 +98 8994.703125 +99 9255.063477 +100 9129.377930 +101 9129.377930 +102 9129.377930 +103 9256.616211 +104 9084.312500 +105 9034.550781 +106 9350.426758 +107 8926.106445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do FPM,Prophet,1.7721388339996338,"100 1208579.125 +101 1893768.875 +102 1113354.375 +103 1141558.875 +104 1206807.375 +105 1141558.875 +106 1206807.375 +107 1113354.375 +108 1070877.875 +109 924212.875 +110 1208579.125 +111 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,Prophet,1.093902587890625,"100 600327.7500 +101 587418.1875 +102 587729.3750 +103 602851.3750 +104 812511.3750 +105 600327.7500 +106 602869.6250 +107 602851.3750 +108 602851.3750 +109 815015.6250 +110 600327.7500 +111 812584.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,MLP,1.822068691253662,"100 249609.100522 +101 88281.143233 +102 87905.903435 +103 155306.946816 +104 117251.944115 +105 61950.677594 +106 60443.804982 +107 53959.370409 +108 44357.770930 +109 44391.535833 +110 42212.643529 +111 157684.593271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ITR,MLP,1.811227798461914,"94 2.350627e+05 +95 2.660084e+05 +96 3.029797e+05 +97 3.533363e+05 +98 4.219486e+05 +99 5.038727e+05 +100 6.021312e+05 +101 7.194798e+05 +102 8.663573e+05 +103 1.066259e+06 +104 1.033776e+06 +105 1.205830e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Transferencias LC 61_1989,HWES,1.784038782119751,"58 6766.832031 +59 4440.797852 +60 4556.863770 +61 3595.690430 +62 4041.491699 +63 4262.417969 +64 4262.417969 +65 3881.912354 +66 4046.729980 +67 4263.513672 +68 4395.173828 +69 4455.594727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,IPTU,SARIMAX,1.8471105098724365,"103 1687.513672 +104 1960.676025 +105 7214.512695 +106 40889.246094 +107 18608.316406 +108 22181.980469 +109 18815.289062 +110 26369.054688 +111 6665.617188 +112 5963.217773 +113 1005.997498 +114 1162.835327 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ISS,XGBoost,1.290548324584961,"108 72073.242188 +109 52053.707031 +110 70888.906250 +111 66119.070312 +112 70888.906250 +113 70527.257812 +114 70527.257812 +115 70482.093750 +116 70527.257812 +117 70527.257812 +118 70527.257812 +119 70908.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ITBI,MLP,1.804762601852417,"98 141863.247126 +99 264011.907635 +100 126555.504811 +101 129732.587381 +102 165251.889784 +103 155140.019823 +104 160273.398992 +105 215876.913295 +106 183318.874081 +107 206198.053114 +108 185062.297455 +109 221126.005831 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,IRRF,Prophet,3.267190933227539,"108 132646.62500 +109 104856.28125 +110 132646.62500 +111 132646.62500 +112 132646.62500 +113 132646.62500 +114 132646.62500 +115 132646.62500 +116 132646.62500 +117 132646.62500 +118 132646.62500 +119 132646.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do FPM,SARIMAX,1.2916781902313232,"108 1374466.875 +109 1893768.625 +110 1081036.000 +111 1196951.750 +112 1374524.750 +113 1368293.250 +114 1374525.250 +115 1081036.000 +116 1081036.000 +117 1046193.875 +118 1374524.750 +119 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,HWES,1.4276297092437744,"108 1226212.625 +109 1137911.500 +110 1210376.875 +111 1227053.500 +112 1221883.125 +113 1227112.250 +114 1227053.500 +115 1220446.500 +116 1220446.500 +117 1204551.750 +118 1227112.250 +119 1204551.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,XGBoost,2.3728764057159424,"108 129190.250000 +109 109706.585938 +110 132254.359375 +111 145666.562500 +112 119911.046875 +113 52540.968750 +114 43324.277344 +115 14808.841797 +116 13105.136719 +117 13836.693359 +118 7432.813477 +119 119911.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do ITR,MLP,1.9755897521972656,"68 3.040919e+05 +69 2.641011e+05 +70 2.999895e+05 +71 3.441539e+05 +72 3.942914e+05 +73 4.952166e+05 +74 5.654068e+05 +75 5.918465e+05 +76 7.521446e+05 +77 1.703717e+06 +78 8.943197e+05 +79 1.024340e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Transferencias LC 61_1989,XGBoost,1.3370656967163086,"108 11171.760742 +109 9964.750977 +110 9219.354492 +111 9818.769531 +112 9239.312500 +113 9876.766602 +114 9876.627930 +115 9259.840820 +116 10964.245117 +117 10355.967773 +118 9220.879883 +119 10901.162109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,Prophet,1.2906529903411865,"99 6423.407715 +100 5192.067871 +101 6179.083496 +102 5696.689453 +103 5738.773438 +104 39000.980469 +105 171279.046875 +106 16923.507812 +107 14304.897461 +108 11129.138672 +109 13256.093750 +110 18902.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,SARIMAX,1.4816441535949707,"108 27719.154297 +109 31005.529297 +110 28843.978516 +111 28422.552734 +112 27719.154297 +113 28422.552734 +114 27720.412109 +115 30953.775391 +116 27720.412109 +117 22825.197266 +118 27283.837891 +119 27987.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,HWES,1.199413537979126,"107 21389.669922 +108 22769.876953 +109 22759.189453 +110 17667.035156 +111 24917.771484 +112 207375.375000 +113 49960.496094 +114 135627.937500 +115 145410.593750 +116 52073.980469 +117 138031.562500 +118 32495.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,IRRF,SARIMAX,1.0752129554748535,"96 178556.078125 +97 112579.718750 +98 111979.265625 +99 178556.078125 +100 111847.453125 +101 111847.453125 +102 112579.718750 +103 111847.453125 +104 99897.656250 +105 112579.718750 +106 111847.453125 +107 178560.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do FPM,SARIMAX,1.2271230220794678,"108 1.323739e+06 +109 1.893778e+06 +110 1.113209e+06 +111 1.187192e+06 +112 1.323748e+06 +113 1.316078e+06 +114 1.323748e+06 +115 1.113209e+06 +116 1.113209e+06 +117 1.020727e+06 +118 1.323748e+06 +119 1.893778e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,HWES,1.0281739234924316,"108 1319072.875 +109 1222457.000 +110 1071087.250 +111 1226750.500 +112 1228825.250 +113 1243169.000 +114 1232469.625 +115 1226789.375 +116 1226750.500 +117 1221681.625 +118 1243157.125 +119 1221553.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,XGBoost,1.8709094524383545,"108 160921.218750 +109 63736.359375 +110 137428.531250 +111 168808.937500 +112 190854.750000 +113 98364.789062 +114 58414.460938 +115 35579.164062 +116 52864.921875 +117 30740.484375 +118 26058.148438 +119 207187.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ITR,MLP,3.063807487487793,"98 1.734032e+05 +99 2.102689e+05 +100 2.565084e+05 +101 3.162534e+05 +102 3.899467e+05 +103 4.804761e+05 +104 5.915967e+05 +105 7.231038e+05 +106 8.918998e+05 +107 1.084466e+06 +108 1.140022e+06 +109 1.394516e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Transferencias LC 61_1989,XGBoost,1.2031259536743164,"48 12555.508789 +49 10800.992188 +50 10802.541992 +51 13531.890625 +52 11200.838867 +53 12556.068359 +54 12556.071289 +55 11200.838867 +56 13531.810547 +57 11829.675781 +58 10802.541992 +59 12556.014648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,IPTU,XGBoost,1.1376936435699463,"79 13943.383789 +80 7220.893066 +81 11106.555664 +82 7102.388184 +83 11106.555664 +84 11106.555664 +85 8964.064453 +86 41511.703125 +87 12369.600586 +88 11182.385742 +89 7151.221191 +90 14486.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ISS,SARIMAX,1.3044228553771973,"84 64539.847656 +85 64582.480469 +86 64539.847656 +87 64578.046875 +88 64582.480469 +89 64582.480469 +90 64582.480469 +91 64582.480469 +92 64582.480469 +93 66006.382812 +94 64582.480469 +95 66006.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ITBI,XGBoost,1.212306261062622,"83 14247.283203 +84 11906.388672 +85 12893.201172 +86 11994.144531 +87 14616.296875 +88 13042.808594 +89 12151.949219 +90 15118.099609 +91 12151.949219 +92 12521.466797 +93 12999.685547 +94 15031.400391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,IRRF,SARIMAX,1.5644683837890625,"84 248818.406250 +85 190453.031250 +86 190118.781250 +87 190118.781250 +88 190118.781250 +89 190118.781250 +90 190118.781250 +91 248818.406250 +92 248818.406250 +93 248818.390625 +94 248818.390625 +95 248819.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do FPM,AR,1.17777681350708,"84 1331449.000 +85 1893768.875 +86 1070097.375 +87 1206040.875 +88 1334044.250 +89 1328699.375 +90 1334044.250 +91 1070097.375 +92 1069935.375 +93 1033380.625 +94 1334044.250 +95 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,SES,1.1919233798980713,"84 667447.3125 +85 483243.5625 +86 645805.4375 +87 626505.1250 +88 664287.2500 +89 641873.9375 +90 626183.7500 +91 664125.1250 +92 626505.1250 +93 646179.8750 +94 650022.8750 +95 646179.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,AR,1.5444529056549072,"84 125881.671875 +85 105978.476562 +86 72315.171875 +87 129014.156250 +88 129014.156250 +89 39906.347656 +90 75911.101562 +91 17254.304688 +92 17254.304688 +93 17254.304688 +94 11991.705078 +95 129840.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do ITR,HWES,1.3521313667297363,"81 363.353119 +82 342.928375 +83 324.807709 +84 369.887024 +85 380.151398 +86 324.851898 +87 379.140167 +88 380.721100 +89 3480.164795 +90 5057.472656 +91 836.045166 +92 828.750732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Transferencias LC 61_1989,XGBoost,2.693213939666748,"72 5176.094727 +73 5222.369141 +74 5473.376465 +75 5629.907227 +76 5624.144043 +77 5570.611816 +78 5353.594727 +79 5580.937500 +80 5801.247559 +81 5131.812988 +82 5473.376465 +83 5541.268555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,IPTU,SARIMAX,1.7831902503967285,"95 57820.269531 +96 80057.796875 +97 598486.812500 +98 69414.968750 +99 66042.335938 +100 70594.343750 +101 70430.992188 +102 58187.648438 +103 58187.648438 +104 57801.839844 +105 57801.839844 +106 57801.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ISS,SARIMAX,1.4098076820373535,"96 182706.031250 +97 166908.984375 +98 186890.218750 +99 192544.937500 +100 192544.593750 +101 192544.593750 +102 192544.937500 +103 204854.031250 +104 207382.187500 +105 207382.187500 +106 189226.015625 +107 202772.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ITBI,XGBoost,1.5609016418457031,"92 579.999207 +93 5396.349609 +94 5831.443848 +95 5267.560547 +96 6064.530762 +97 5300.374512 +98 7622.671387 +99 6651.300781 +100 5961.255859 +101 7933.384277 +102 5162.458008 +103 19046.728516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,IRRF,XGBoost,1.6767075061798096,"96 120206.078125 +97 117520.476562 +98 122062.890625 +99 117510.875000 +100 117510.875000 +101 117510.875000 +102 117510.875000 +103 122062.890625 +104 117510.875000 +105 153838.015625 +106 122062.890625 +107 153119.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do FPM,SARIMAX,1.1710834503173828,"108 1740106.875 +109 2525024.500 +110 1412298.750 +111 1329489.125 +112 1740106.875 +113 1253254.500 +114 2525024.500 +115 1412298.750 +116 1413169.750 +117 1285195.625 +118 1800271.750 +119 2525024.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,HWES,1.1458656787872314,"108 694680.6875 +109 657885.3750 +110 683012.1875 +111 737001.6250 +112 754555.4375 +113 716627.1875 +114 737001.6250 +115 754277.0625 +116 754277.0625 +117 753543.1875 +118 732408.3125 +119 753491.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,XGBoost,1.769181251525879,"108 203561.078125 +109 112607.085938 +110 202262.984375 +111 191002.515625 +112 164196.062500 +113 69353.367188 +114 60186.839844 +115 30529.335938 +116 24633.058594 +117 24633.058594 +118 16776.150391 +119 168746.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ITR,SARIMAX,1.7280330657958984,"97 1111.154053 +98 -5.034079 +99 501.966248 +100 357.333496 +101 50.413067 +102 478.132965 +103 232.480408 +104 297.855011 +105 60.474174 +106 458.637909 +107 245.891983 +108 330.675690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Transferencias LC 61_1989,XGBoost,1.4559211730957031,"108 5911.861816 +109 5116.653320 +110 5192.999512 +111 5015.325684 +112 4957.362305 +113 5024.310547 +114 5460.658203 +115 5517.671875 +116 4834.422363 +117 5402.719238 +118 5542.832520 +119 4798.354492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,IPTU,Prophet,2.507359743118286,"105 220688.171875 +106 235917.187500 +107 235268.343750 +108 235300.250000 +109 236183.078125 +110 235934.234375 +111 235934.234375 +112 73620.781250 +113 401346.812500 +114 47510.929688 +115 69925.187500 +116 42188.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ISS,SARIMAX,1.2611823081970215,"108 66802.781250 +109 67778.515625 +110 66488.992188 +111 65830.906250 +112 67778.515625 +113 65759.507812 +114 67778.515625 +115 67778.515625 +116 65564.125000 +117 67909.390625 +118 65564.125000 +119 67778.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ITBI,SARIMAX,1.6053993701934814,"106 6327.436035 +107 6376.130859 +108 7190.226562 +109 3847.386230 +110 5874.804688 +111 3262.973633 +112 3468.784668 +113 8955.635742 +114 2661.163574 +115 2284.749023 +116 1054.557373 +117 1403.129150 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,IRRF,SARIMAX,2.103858232498169,"107 42812.820312 +108 107177.328125 +109 107185.523438 +110 107185.523438 +111 107177.328125 +112 107185.523438 +113 107185.523438 +114 107185.523438 +115 107185.523438 +116 107185.523438 +117 107185.523438 +118 107177.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do FPM,SARIMAX,0.9659450054168701,"108 1.388611e+06 +109 1.893769e+06 +110 1.098549e+06 +111 1.199780e+06 +112 1.388611e+06 +113 1.374051e+06 +114 1.388611e+06 +115 1.098549e+06 +116 1.102073e+06 +117 1.030469e+06 +118 1.388611e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,HWES,1.1541852951049805,"108 1.046699e+06 +109 8.847776e+05 +110 9.277606e+05 +111 9.964278e+05 +112 1.061170e+06 +113 1.013641e+06 +114 9.962725e+05 +115 1.097899e+06 +116 1.097899e+06 +117 9.964278e+05 +118 1.061170e+06 +119 9.896162e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,MLP,2.7736411094665527,"108 219394.195527 +109 49347.343434 +110 69635.032899 +111 112010.983810 +112 59331.603774 +113 38399.114001 +114 28576.376049 +115 29796.021309 +116 23596.056376 +117 28367.803931 +118 22193.178240 +119 166816.986384 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do ITR,XGBoost,1.3172111511230469,"72 20.126226 +73 25.310551 +74 80.254349 +75 25.310551 +76 508.923096 +77 34.870934 +78 639.386047 +79 -3.743753 +80 37.487370 +81 74.118378 +82 162.270615 +83 29.650249 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Transferencias LC 61_1989,AR,1.3763315677642822,"108 9430.089844 +109 8962.872070 +110 9812.909180 +111 10137.108398 +112 9244.733398 +113 9812.058594 +114 8813.762695 +115 9801.428711 +116 9945.058594 +117 9105.940430 +118 9655.331055 +119 9130.259766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,XGBoost,1.3589773178100586,"60 1981.680908 +61 9592.604492 +62 30857.642578 +63 7759.668457 +64 2160.068359 +65 1810.514526 +66 1917.252441 +67 1647.199219 +68 1713.394287 +69 8289.276367 +70 1713.394287 +71 1713.394287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,XGBoost,1.0395727157592773,"60 6612.054688 +61 6603.782227 +62 6763.030762 +63 6762.476074 +64 6701.352539 +65 6764.948730 +66 7910.000488 +67 6764.938477 +68 7796.846191 +69 7796.508301 +70 6763.594727 +71 7796.508301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,XGBoost,1.0996100902557373,"60 14632.542969 +61 116949.390625 +62 116949.796875 +63 116951.734375 +64 116950.195312 +65 116948.671875 +66 116949.796875 +67 116950.195312 +68 116950.195312 +69 116949.796875 +70 116950.515625 +71 116951.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,IRRF,SES,1.8481991291046143,"60 1075.942383 +61 840.416382 +62 1100.521973 +63 1943.375366 +64 1075.942383 +65 838.012390 +66 954.119507 +67 836.943298 +68 1100.521973 +69 952.851074 +70 838.008972 +71 816.379211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do FPM,AR,1.7702913284301758,"60 831474.1875 +61 853742.7500 +62 790912.4375 +63 790914.3750 +64 826962.6250 +65 790912.6250 +66 591271.8125 +67 790914.3750 +68 639520.9375 +69 591843.0625 +70 740398.1250 +71 826962.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,Prophet,1.4983887672424316,"60 331472.25000 +61 331472.25000 +62 331543.53125 +63 382337.09375 +64 331472.25000 +65 331543.53125 +66 382339.43750 +67 331471.21875 +68 331543.53125 +69 382337.09375 +70 331543.53125 +71 382337.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,XGBoost,1.1057043075561523,"60 33108.132812 +61 16419.392578 +62 17693.980469 +63 30378.988281 +64 16398.902344 +65 10972.561523 +66 14631.029297 +67 14619.557617 +68 14595.161133 +69 14619.557617 +70 14619.557617 +71 33247.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ITR,HWES,1.2605960369110107,"60 835.328735 +61 966.780396 +62 896.690552 +63 957.535706 +64 1180.280518 +65 1180.280518 +66 997.425964 +67 897.243164 +68 1185.658569 +69 9623.768555 +70 1185.658569 +71 1180.280518 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,IPTU,XGBoost,1.6696021556854248,"101 79660.968750 +102 210500.765625 +103 64071.535156 +104 172718.578125 +105 224282.546875 +106 85681.312500 +107 94333.156250 +108 85670.125000 +109 71581.468750 +110 77719.500000 +111 74586.406250 +112 243204.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ISS,MLP,1.301886796951294,"108 94506.138053 +109 84866.089882 +110 94164.362471 +111 89162.509121 +112 86257.047085 +113 88645.699469 +114 86489.852795 +115 86585.341389 +116 80013.690939 +117 83316.416079 +118 84638.481264 +119 77432.173034 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ITBI,SARIMAX,1.5713443756103516,"102 -11927.189453 +103 56284.605469 +104 8546.061523 +105 8570.055664 +106 8651.571289 +107 8546.061523 +108 56284.574219 +109 8546.170898 +110 184014.609375 +111 182104.937500 +112 184014.609375 +113 54306.917969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,IRRF,SARIMAX,0.9275124073028564,"108 254357.671875 +109 246327.359375 +110 254357.671875 +111 254357.671875 +112 244659.812500 +113 254357.671875 +114 246300.218750 +115 246300.218750 +116 246310.843750 +117 246327.359375 +118 254357.671875 +119 254357.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do FPM,SARIMAX,1.509389877319336,"108 1867526.625 +109 2525037.750 +110 1462790.625 +111 1603627.250 +112 1867552.625 +113 1842946.750 +114 1867552.625 +115 1462790.625 +116 1462790.625 +117 1301375.750 +118 1867552.625 +119 2525037.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,MLP,1.0597050189971924,"108 1.280136e+06 +109 1.275098e+06 +110 1.288773e+06 +111 1.303120e+06 +112 1.301024e+06 +113 1.277106e+06 +114 1.278853e+06 +115 1.275072e+06 +116 1.264015e+06 +117 1.249755e+06 +118 1.250610e+06 +119 1.255889e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,MLP,2.3731048107147217,"108 392640.098298 +109 191743.390640 +110 231144.466029 +111 412336.584735 +112 342597.904038 +113 203871.598638 +114 192666.630670 +115 149682.370832 +116 168757.769002 +117 567609.130184 +118 163537.879092 +119 347629.101746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ITR,XGBoost,1.9178988933563232,"81 13041.601562 +82 13361.053711 +83 27968.556641 +84 12104.178711 +85 26336.613281 +86 12104.192383 +87 25309.917969 +88 26662.761719 +89 13041.601562 +90 19155.679688 +91 14482.887695 +92 19092.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Transferencias LC 61_1989,XGBoost,2.1558849811553955,"48 15520.821289 +49 14953.175781 +50 14963.730469 +51 15201.819336 +52 15201.702148 +53 15219.364258 +54 15261.052734 +55 15201.702148 +56 15203.523438 +57 14570.358398 +58 15203.523438 +59 15575.191406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,IPTU,MLP,1.887159824371338,"108 9.315899e+06 +109 4.775947e+07 +110 1.004373e+07 +111 7.643753e+06 +112 4.532889e+06 +113 8.234004e+06 +114 3.302613e+06 +115 7.705392e+06 +116 2.973816e+06 +117 7.204136e+06 +118 3.779255e+06 +119 7.416182e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ISS,SARIMAX,1.251267910003662,"108 1726462.750 +109 1726462.750 +110 1726462.750 +111 1726462.750 +112 1705289.000 +113 1726322.125 +114 1715208.000 +115 1716597.625 +116 1726462.750 +117 1716342.250 +118 1726462.750 +119 1726462.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ITBI,XGBoost,1.4248442649841309,"108 2277064.75 +109 2817586.00 +110 2783748.00 +111 2902187.25 +112 2368187.75 +113 2865736.50 +114 2647262.25 +115 2802869.25 +116 2782832.00 +117 2277261.75 +118 2826771.25 +119 2722635.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,IRRF,Prophet,2.028532028198242,"108 2692491.500 +109 1559254.500 +110 2692491.500 +111 1559254.500 +112 1559254.500 +113 1559254.500 +114 1559254.500 +115 1568022.375 +116 2692491.500 +117 1559254.500 +118 1559254.500 +119 2692491.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do FPM,SARIMAX,1.4627766609191895,"108 5735149.0 +109 7575074.5 +110 5158398.0 +111 5218312.0 +112 5735149.0 +113 5729198.0 +114 7575074.5 +115 5218302.5 +116 4460986.5 +117 6592203.0 +118 5735149.0 +119 7575074.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,HWES,1.2633013725280762,"108 2524986.00 +109 2295639.25 +110 2291451.00 +111 2330293.50 +112 2315856.25 +113 2310095.75 +114 2330293.50 +115 2314905.75 +116 2314905.75 +117 2317113.75 +118 2310238.25 +119 2317151.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,MLP,2.014802932739258,"108 2.899146e+06 +109 1.350832e+06 +110 1.593644e+06 +111 2.345038e+06 +112 2.480881e+06 +113 1.226237e+06 +114 9.072452e+05 +115 7.833975e+05 +116 5.473233e+05 +117 5.646052e+05 +118 4.204913e+05 +119 1.690908e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ITR,SARIMAX,2.225198268890381,"99 23.631433 +100 -21.233709 +101 24.026731 +102 24.026731 +103 23.631433 +104 846.467102 +105 23.124342 +106 58.692719 +107 237.218628 +108 35178.726562 +109 237.458374 +110 -23.673172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Transferencias LC 61_1989,HWES,1.463958978652954,"90 17018.099609 +91 15026.736328 +92 16228.755859 +93 16279.160156 +94 16056.250000 +95 18512.914062 +96 18977.830078 +97 15980.679688 +98 16002.992188 +99 15545.321289 +100 16096.308594 +101 18121.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,IPTU,HWES,1.6462409496307373,"93 5571.515625 +94 7565.666016 +95 71609.554688 +96 75583.960938 +97 75583.960938 +98 72690.093750 +99 9801.249023 +100 9801.249023 +101 8483.628906 +102 13265.322266 +103 13753.322266 +104 14863.965820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ISS,HWES,1.1843035221099854,"96 32372.925781 +97 29349.175781 +98 45486.972656 +99 39515.511719 +100 37668.519531 +101 33100.332031 +102 45656.437500 +103 38537.648438 +104 41394.597656 +105 41075.332031 +106 37396.000000 +107 48356.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ITBI,XGBoost,1.7381072044372559,"96 26495.552734 +97 28435.107422 +98 29181.181641 +99 29628.308594 +100 28787.408203 +101 31467.542969 +102 14490.407227 +103 33778.105469 +104 31094.228516 +105 30179.306641 +106 27483.646484 +107 33778.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,IRRF,MLP,1.6421918869018555,"96 38150.268826 +97 35833.072313 +98 35428.871239 +99 35103.832348 +100 34425.065388 +101 33872.723555 +102 30844.312920 +103 29008.901293 +104 28520.912104 +105 25537.212686 +106 24187.004203 +107 9893.352765 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do FPM,XGBoost,1.4131906032562256,"96 1601545.375 +97 1811506.625 +98 1472301.000 +99 1601545.375 +100 1804258.375 +101 1601545.375 +102 1811506.625 +103 1601545.375 +104 1558549.125 +105 1360734.875 +106 1811501.125 +107 1811506.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,SES,1.0140860080718994,"96 676772.9375 +97 753238.6250 +98 754032.5000 +99 753393.1250 +100 756643.6875 +101 637067.2500 +102 637076.3750 +103 766643.5000 +104 669424.3125 +105 661689.0625 +106 655109.1875 +107 758184.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,MLP,1.758011817932129,"96 202416.408092 +97 59189.824521 +98 91031.393189 +99 152893.407812 +100 128450.780638 +101 73074.235489 +102 51010.657562 +103 46763.615192 +104 37077.126987 +105 37983.243908 +106 33047.986307 +107 229894.699927 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ITR,MLP,2.7592971324920654,"92 19792.948629 +93 16791.602272 +94 19955.239139 +95 20774.268023 +96 20591.349978 +97 24422.595084 +98 23781.643439 +99 26512.965095 +100 65799.575041 +101 171803.260457 +102 34205.011299 +103 31359.809780 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Transferencias LC 61_1989,AR,1.8194406032562256,"96 10261.800781 +97 9152.821289 +98 8755.091797 +99 7928.417969 +100 8024.037109 +101 7980.176758 +102 8687.889648 +103 7279.720215 +104 8234.294922 +105 8081.818848 +106 7122.695801 +107 8640.982422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,IPTU,MLP,1.66849684715271,"91 9.456425e+05 +92 3.162358e+06 +93 1.734683e+05 +94 1.218307e+05 +95 2.164268e+05 +96 3.333326e+05 +97 2.528268e+05 +98 2.541908e+05 +99 1.582024e+05 +100 1.706583e+05 +101 1.812610e+05 +102 2.193108e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ISS,MLP,1.1540954113006592,"96 7.638821e+06 +97 8.260981e+06 +98 8.586743e+06 +99 8.954184e+06 +100 9.352698e+06 +101 8.778464e+06 +102 8.337634e+06 +103 8.872207e+06 +104 9.070287e+06 +105 9.867239e+06 +106 1.043510e+07 +107 1.068424e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ITBI,XGBoost,1.188706398010254,"96 51964.648438 +97 53313.699219 +98 151200.312500 +99 148448.687500 +100 53289.980469 +101 67999.632812 +102 64853.707031 +103 64580.339844 +104 148443.984375 +105 68023.593750 +106 76238.921875 +107 151207.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,IRRF,Prophet,1.573652744293213,"96 1432630.50 +97 1515911.00 +98 1515911.00 +99 1427264.25 +100 1311607.00 +101 2568496.75 +102 1515911.00 +103 1346683.50 +104 1346683.50 +105 1346683.50 +106 1346683.50 +107 2568496.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do FPM,XGBoost,2.0553393363952637,"96 3316701.0 +97 4012615.0 +98 3023368.5 +99 3316701.0 +100 4121498.5 +101 3316701.0 +102 4012615.0 +103 3316701.0 +104 2862798.0 +105 2862798.0 +106 4121498.5 +107 4226851.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,MLP,1.2066881656646729,"96 1.131918e+07 +97 1.177619e+07 +98 1.187355e+07 +99 1.160922e+07 +100 1.199423e+07 +101 1.140296e+07 +102 1.140474e+07 +103 1.144792e+07 +104 1.129451e+07 +105 1.124637e+07 +106 1.120990e+07 +107 1.156580e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,SARIMAX,1.9260501861572266,"96 778280.875000 +97 583784.875000 +98 582720.125000 +99 816800.312500 +100 732258.125000 +101 366232.656250 +102 277822.500000 +103 179899.125000 +104 128185.726562 +105 115663.710938 +106 81798.414062 +107 806694.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do ITR,HWES,2.6828038692474365,"96 4080.504639 +97 117454.921875 +98 4462.656250 +99 4394.171875 +100 4057.406006 +101 4057.406006 +102 4057.406006 +103 4498.839844 +104 13623.591797 +105 131394.406250 +106 3721.796143 +107 5065.802734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Transferencias LC 61_1989,MLP,1.5897455215454102,"96 136028.452423 +97 131933.319207 +98 132616.958789 +99 133831.137695 +100 138315.859370 +101 141308.646047 +102 140946.859749 +103 147266.336027 +104 145057.702135 +105 145126.488025 +106 151552.021839 +107 128379.414225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,IPTU,AR,1.803332805633545,"95 54912.164062 +96 55525.625000 +97 268686.000000 +98 268686.000000 +99 34789.335938 +100 57366.250000 +101 57366.250000 +102 57366.210938 +103 55707.515625 +104 56303.171875 +105 54439.828125 +106 55342.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ISS,SARIMAX,1.3100228309631348,"96 98185.125000 +97 89616.414062 +98 90852.046875 +99 98185.210938 +100 90852.046875 +101 98185.210938 +102 98185.210938 +103 98185.210938 +104 90852.046875 +105 98185.210938 +106 98185.210938 +107 98185.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ITBI,MLP,1.2996249198913574,"96 282890.111613 +97 324833.097464 +98 379072.932420 +99 437366.762021 +100 503374.559652 +101 582219.892325 +102 673991.211555 +103 772155.189086 +104 454457.267067 +105 738108.760098 +106 821582.027318 +107 973453.568684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,IRRF,SARIMAX,1.3011474609375,"96 119281.382812 +97 118927.539062 +98 125223.476562 +99 117232.835938 +100 117232.835938 +101 117232.835938 +102 117232.835938 +103 125223.476562 +104 117232.835938 +105 157509.718750 +106 117232.835938 +107 157509.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do FPM,SARIMAX,1.13388991355896,"96 1391948.500 +97 1893774.375 +98 1116519.625 +99 1212234.625 +100 1391975.750 +101 1387607.000 +102 1391975.750 +103 1116519.625 +104 1116517.250 +105 1051953.750 +106 1391975.750 +107 1893774.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,XGBoost,1.1185932159423828,"96 1210659.000 +97 1202561.750 +98 1202222.750 +99 1218035.500 +100 1147216.750 +101 1210439.125 +102 1226100.375 +103 1226279.750 +104 1226279.750 +105 1147216.750 +106 1218035.500 +107 1226100.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,XGBoost,1.6813008785247803,"96 158969.062500 +97 90876.921875 +98 113778.195312 +99 158988.500000 +100 153265.718750 +101 91671.937500 +102 88710.312500 +103 82251.265625 +104 18059.189453 +105 9747.581055 +106 10237.594727 +107 152559.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ITR,XGBoost,2.8979735374450684,"60 184228.531250 +61 50272.207031 +62 39000.433594 +63 33124.039062 +64 49914.308594 +65 33170.445312 +66 33124.039062 +67 50270.753906 +68 29024.441406 +69 828834.437500 +70 189659.859375 +71 189659.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Transferencias LC 61_1989,HWES,1.3612241744995117,"96 12353.610352 +97 11345.997070 +98 12688.401367 +99 12768.072266 +100 11788.359375 +101 12744.384766 +102 12442.654297 +103 11609.095703 +104 12931.738281 +105 12205.479492 +106 13358.321289 +107 12498.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,IPTU,MLP,2.1600401401519775,"99 39548.648213 +100 73303.252317 +101 255531.576107 +102 61862.253929 +103 36018.041391 +104 43168.450954 +105 37609.827627 +106 39986.359691 +107 39815.062468 +108 35686.768424 +109 36163.389460 +110 37568.725377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ISS,XGBoost,1.44594144821167,"104 28765.630859 +105 27975.642578 +106 29223.017578 +107 33365.628906 +108 26633.078125 +109 29237.011719 +110 32049.894531 +111 30898.378906 +112 33325.632812 +113 30246.912109 +114 35639.933594 +115 41070.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ITBI,XGBoost,1.7404985427856445,"104 18560.033203 +105 10520.625000 +106 13611.873047 +107 14861.400391 +108 14931.453125 +109 15318.191406 +110 12702.054688 +111 7057.660156 +112 18619.050781 +113 24411.833984 +114 9661.762695 +115 19543.052734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,IRRF,Prophet,1.561150074005127,"98 148343.609375 +99 140750.046875 +100 147745.671875 +101 140920.859375 +102 148342.593750 +103 139801.468750 +104 141913.234375 +105 140750.046875 +106 140010.718750 +107 148343.609375 +108 148343.609375 +109 147745.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do FPM,SARIMAX,1.1407535076141357,"104 1411482.00 +105 2525025.00 +106 1295199.00 +107 1411206.00 +108 1709764.25 +109 1727213.25 +110 2065311.50 +111 1295199.00 +112 1401039.00 +113 1295199.00 +114 1709764.25 +115 2525025.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,XGBoost,0.9993243217468262,"104 768462.0000 +105 767141.6250 +106 920799.3750 +107 741258.8750 +108 839984.6875 +109 826987.1250 +110 668236.9375 +111 876787.9375 +112 840247.8750 +113 873995.1875 +114 766012.8750 +115 873999.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,MLP,2.4171910285949707,"104 202341.802007 +105 82290.539150 +106 96962.971769 +107 180619.824722 +108 165026.252642 +109 89041.142281 +110 66822.450894 +111 62294.835752 +112 65828.079705 +113 60723.173001 +114 56754.878215 +115 146765.051397 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ITR,MLP,2.3719723224639893,"103 11849.003006 +104 3827.630323 +105 3757.139196 +106 4110.606996 +107 3906.943456 +108 5455.515258 +109 4300.311071 +110 5332.951216 +111 30477.332818 +112 72420.088704 +113 6665.085881 +114 10900.069392 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Transferencias LC 61_1989,XGBoost,1.5093560218811035,"104 7268.125000 +105 6895.499512 +106 6557.440430 +107 7416.529297 +108 7453.688965 +109 7812.048828 +110 6775.381348 +111 6978.333008 +112 6795.754883 +113 5761.094238 +114 7120.259277 +115 7521.857422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,IPTU,HWES,1.670253038406372,"84 1.436082e+06 +85 1.301668e+06 +86 1.135310e+07 +87 1.872406e+06 +88 1.286067e+06 +89 1.931259e+06 +90 2.865604e+06 +91 1.300696e+06 +92 1.831472e+06 +93 1.006182e+06 +94 9.230241e+05 +95 1.014816e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ISS,SARIMAX,1.2379491329193115,"84 2832474.25 +85 2832474.25 +86 2438970.50 +87 2438970.50 +88 2708587.50 +89 2708587.50 +90 2832474.25 +91 2832474.25 +92 2832474.25 +93 2832474.25 +94 2439211.00 +95 2832474.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ITBI,HWES,1.1864848136901855,"84 715719.1875 +85 666342.5625 +86 751170.4375 +87 750320.1250 +88 750320.1250 +89 691806.4375 +90 678272.1250 +91 750716.1250 +92 691806.4375 +93 669206.0000 +94 750320.1250 +95 751178.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,IRRF,SARIMAX,0.8877887725830078,"84 2502075.5 +85 2502075.5 +86 2652700.0 +87 2652700.0 +88 2652700.0 +89 2502075.5 +90 2652700.0 +91 2502075.5 +92 2502075.5 +93 2652700.0 +94 2652700.0 +95 2614176.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do FPM,AR,2.045149803161621,"84 5871000.0 +85 8206331.0 +86 4672406.5 +87 5334444.5 +88 5871000.0 +89 5864215.5 +90 5871000.0 +91 4672406.5 +92 4672406.5 +93 4236732.5 +94 5871000.0 +95 8206331.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,SES,0.9327304363250732,"84 7076366.5 +85 5880569.5 +86 5939401.5 +87 6311407.5 +88 6312614.0 +89 6993889.0 +90 6696138.5 +91 6312367.5 +92 6312367.5 +93 6311407.5 +94 6312614.0 +95 6166378.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,SARIMAX,1.740734338760376,"84 3.688797e+06 +85 1.174063e+06 +86 1.116742e+06 +87 2.564820e+06 +88 3.256455e+06 +89 9.219292e+05 +90 7.825101e+05 +91 6.129648e+05 +92 3.402901e+05 +93 3.105477e+05 +94 2.200779e+05 +95 3.617513e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ITR,HWES,2.090533494949341,"84 3644.004395 +85 3645.474121 +86 4941.449219 +87 8027.393066 +88 3133.674805 +89 19189.583984 +90 4941.449219 +91 9421.214844 +92 38440.542969 +93 38431.656250 +94 8259.574219 +95 8259.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Transferencias LC 61_1989,HWES,1.0639872550964355,"72 60972.105469 +73 55513.558594 +74 60319.300781 +75 58632.128906 +76 40969.925781 +77 60411.152344 +78 66223.609375 +79 62193.289062 +80 54339.019531 +81 59482.292969 +82 60115.988281 +83 61047.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,IPTU,XGBoost,1.7817599773406982,"104 89664.562500 +105 146464.984375 +106 146279.562500 +107 898017.875000 +108 654277.062500 +109 654384.875000 +110 895077.812500 +111 895077.812500 +112 894977.687500 +113 897367.437500 +114 897823.875000 +115 897689.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,1.235710859298706,"104 408117.62500 +105 440067.90625 +106 560855.81250 +107 560923.25000 +108 560923.00000 +109 560923.00000 +110 560855.81250 +111 560844.25000 +112 551457.93750 +113 412540.03125 +114 407289.53125 +115 560844.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ITBI,SES,1.9245095252990723,"102 339528.56250 +103 360879.46875 +104 351967.18750 +105 517256.53125 +106 517600.28125 +107 517121.90625 +108 361189.81250 +109 390175.06250 +110 390157.25000 +111 390175.06250 +112 360804.71875 +113 391387.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,IRRF,Prophet,1.6783387660980225,"104 1126038.250 +105 1133899.875 +106 1124232.000 +107 1133552.625 +108 1133891.375 +109 1133899.875 +110 1125884.500 +111 1133899.875 +112 1125884.500 +113 1133521.625 +114 1133552.625 +115 1133899.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do FPM,SARIMAX,1.2491941452026367,"102 3694486.25 +103 5681305.50 +104 3310291.75 +105 3694486.25 +106 4057994.00 +107 4064215.50 +108 5681305.50 +109 3310291.75 +110 3317680.25 +111 3078933.25 +112 4057994.00 +113 5681305.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,HWES,1.1451826095581055,"102 3586641.25 +103 3645314.75 +104 3659585.25 +105 3571858.25 +106 3208279.75 +107 3662460.50 +108 3571858.25 +109 3883357.25 +110 3863960.25 +111 3883357.25 +112 3607784.00 +113 3568071.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,MLP,1.7885558605194092,"101 1.095025e+06 +102 5.348327e+05 +103 4.891017e+05 +104 8.017203e+05 +105 7.652278e+05 +106 4.855223e+05 +107 4.384570e+05 +108 3.524826e+05 +109 3.271815e+05 +110 3.127653e+05 +111 3.064934e+05 +112 8.744175e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ITR,SARIMAX,2.1770451068878174,"98 2.680869e+05 +99 5.726986e+04 +100 6.009909e+04 +101 2.104315e+05 +102 2.151697e+05 +103 2.291651e+05 +104 2.141033e+05 +105 2.291651e+05 +106 5.912906e+05 +107 2.413984e+06 +108 6.013662e+05 +109 6.013079e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Transferencias LC 61_1989,MLP,1.1288378238677979,"91 28907.806089 +92 31508.260681 +93 30975.050164 +94 30232.604897 +95 30514.674168 +96 29798.729171 +97 29354.112274 +98 30039.510736 +99 29709.000106 +100 26001.600122 +101 28865.009354 +102 27359.261094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,IPTU,SES,1.6328542232513428,"100 3517.765381 +101 2518.485107 +102 2449.583740 +103 6342.075684 +104 2564.261963 +105 7724.119629 +106 7222.435059 +107 3881.356201 +108 2955.374756 +109 4214.968750 +110 -648.909851 +111 72.149246 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ISS,SARIMAX,1.2926969528198242,"108 79188.171875 +109 78313.859375 +110 79183.257812 +111 79183.257812 +112 79183.257812 +113 79183.257812 +114 79183.257812 +115 79183.257812 +116 79188.171875 +117 79188.171875 +118 79188.171875 +119 79183.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ITBI,XGBoost,2.349470853805542,"104 37310.945312 +105 34026.828125 +106 37019.789062 +107 36879.890625 +108 37310.945312 +109 56710.687500 +110 97338.429688 +111 37341.304688 +112 37019.789062 +113 50688.929688 +114 42852.226562 +115 37066.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,IRRF,SARIMAX,1.7189667224884033,"106 100614.781250 +107 100823.335938 +108 103859.867188 +109 103859.570312 +110 103859.570312 +111 103859.570312 +112 103859.570312 +113 103859.570312 +114 103859.570312 +115 103859.570312 +116 103859.570312 +117 103859.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do FPM,SARIMAX,1.2658019065856934,"108 1402132.000 +109 1893778.375 +110 1128062.250 +111 1237592.125 +112 1427949.375 +113 1399553.375 +114 1427949.375 +115 1128062.250 +116 1128336.250 +117 1038952.125 +118 1427949.375 +119 1893768.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,XGBoost,1.6903371810913086,"108 754303.8750 +109 610781.3750 +110 611165.5625 +111 639447.0625 +112 668033.1250 +113 675528.2500 +114 639408.0000 +115 624648.0625 +116 623568.1875 +117 682303.7500 +118 675681.6875 +119 682303.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,XGBoost,2.557882785797119,"106 113233.312500 +107 79409.117188 +108 112831.929688 +109 114866.789062 +110 85189.937500 +111 31082.707031 +112 16534.070312 +113 9213.343750 +114 6351.152344 +115 15469.871094 +116 7544.201660 +117 113111.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ITR,MLP,2.645613431930542,"104 9292.938751 +105 9091.801005 +106 9346.410144 +107 10000.035115 +108 10690.585187 +109 11436.527219 +110 12318.891247 +111 13344.130818 +112 28911.593979 +113 78875.291588 +114 20707.539638 +115 12471.337131 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Transferencias LC 61_1989,SES,1.2813456058502197,"60 6227.315918 +61 6248.497559 +62 6264.907227 +63 6227.309082 +64 5530.961914 +65 5530.961914 +66 5530.961914 +67 5530.961914 +68 5531.068848 +69 5531.068848 +70 5530.961914 +71 5530.961914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,IPTU,SARIMAX,1.9547982215881348,"107 30849.998047 +108 29905.281250 +109 31532.783203 +110 39564.710938 +111 33166.031250 +112 385236.250000 +113 384957.937500 +114 307580.656250 +115 308331.843750 +116 307194.125000 +117 308950.250000 +118 305789.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ISS,SARIMAX,1.3793144226074219,"108 95191.570312 +109 93262.437500 +110 93262.437500 +111 93292.437500 +112 93290.359375 +113 93290.359375 +114 93290.359375 +115 93290.812500 +116 93289.968750 +117 93290.476562 +118 93290.359375 +119 93290.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ITBI,Prophet,1.864760398864746,"105 10724.283203 +106 13162.878906 +107 13412.536133 +108 10811.505859 +109 10724.289062 +110 11108.197266 +111 11235.404297 +112 11108.197266 +113 10724.289062 +114 10893.541016 +115 4124.834473 +116 8523.127930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,IRRF,SARIMAX,1.3120150566101074,"90 159464.437500 +91 174713.984375 +92 174236.187500 +93 174236.187500 +94 174532.171875 +95 173858.437500 +96 174532.171875 +97 174532.171875 +98 173552.750000 +99 174532.171875 +100 174713.984375 +101 174532.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do FPM,SARIMAX,0.9697086811065674,"107 1496138.375 +108 1893768.375 +109 1093712.250 +110 1356037.625 +111 1496138.375 +112 1495192.125 +113 1496138.375 +114 1093712.250 +115 1131227.500 +116 1061679.750 +117 1496138.375 +118 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,HWES,1.156301498413086,"108 735374.0000 +109 628992.4375 +110 651824.3750 +111 704155.8750 +112 803966.3125 +113 767682.3125 +114 801057.6875 +115 752219.1875 +116 801057.6875 +117 741812.3125 +118 752219.1875 +119 741812.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,XGBoost,1.9774928092956543,"108 165184.234375 +109 182454.578125 +110 223804.437500 +111 227147.234375 +112 252866.281250 +113 83714.203125 +114 87859.328125 +115 202707.343750 +116 21790.445312 +117 13833.441406 +118 10763.876953 +119 241841.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do ITR,XGBoost,2.00101900100708,"107 69.461182 +108 2890.467529 +109 276.524719 +110 60.595127 +111 230.540970 +112 276.786652 +113 283.365723 +114 1695.884521 +115 5356.590332 +116 8005.766113 +117 1620.848267 +118 1606.146973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Transferencias LC 61_1989,XGBoost,1.4182493686676025,"96 7032.999512 +97 5828.391602 +98 5723.392578 +99 5416.082031 +100 5893.453125 +101 5223.530762 +102 6130.094238 +103 5789.963867 +104 5493.351562 +105 7673.076660 +106 5731.404297 +107 6679.424805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,IPTU,XGBoost,2.4832539558410645,"79 28609.554688 +80 2596.383301 +81 1394.038330 +82 42416.859375 +83 38436.035156 +84 39968.980469 +85 2507.754395 +86 9713.595703 +87 28609.554688 +88 24030.503906 +89 28611.556641 +90 914.399841 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ISS,SES,1.2457044124603271,"92 13507.458008 +93 9589.741211 +94 9996.044922 +95 9995.833984 +96 12273.202148 +97 9809.992188 +98 10495.000000 +99 10494.998047 +100 14083.566406 +101 10681.589844 +102 10648.714844 +103 11420.875977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ITBI,MLP,1.3925492763519287,"92 9316.387970 +93 11263.046221 +94 9247.500443 +95 11304.453017 +96 11686.197462 +97 11703.608893 +98 6734.245101 +99 7541.334584 +100 4937.505083 +101 8014.613004 +102 3708.576894 +103 7616.169765 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,IRRF,Prophet,1.490457534790039,"68 16039.359375 +69 28179.582031 +70 28179.582031 +71 16043.675781 +72 16039.359375 +73 16039.359375 +74 16039.359375 +75 16043.675781 +76 16039.351562 +77 16039.351562 +78 16039.351562 +79 16043.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do FPM,MLP,1.136425495147705,"82 1.083007e+06 +83 1.076976e+06 +84 1.050062e+06 +85 1.055045e+06 +86 1.052448e+06 +87 1.043083e+06 +88 1.037058e+06 +89 1.015924e+06 +90 1.018492e+06 +91 1.020307e+06 +92 1.025575e+06 +93 1.014554e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,SES,1.2146761417388916,"92 352308.00000 +93 335220.65625 +94 346973.25000 +95 335981.03125 +96 367387.93750 +97 351914.34375 +98 335981.03125 +99 366392.78125 +100 366392.78125 +101 356241.25000 +102 326748.81250 +103 356451.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,AR,1.1439025402069092,"91 54985.070312 +92 33016.648438 +93 28467.181641 +94 51703.703125 +95 38609.476562 +96 11183.898438 +97 11183.898438 +98 7472.368652 +99 8272.942383 +100 8991.132812 +101 13838.924805 +102 66896.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ITR,SES,1.775386095046997,"76 74.211578 +77 5438.890137 +78 8129.170410 +79 8109.307617 +80 8111.527832 +81 8105.558105 +82 8116.883301 +83 8172.091309 +84 8120.279297 +85 8116.853516 +86 8116.417969 +87 8127.689453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Transferencias LC 61_1989,XGBoost,1.4365160465240479,"92 3140.632324 +93 3117.114014 +94 3030.266357 +95 3437.494385 +96 3172.723877 +97 3546.925537 +98 3228.823730 +99 3007.030762 +100 2885.374512 +101 2755.442139 +102 3035.196045 +103 3088.107666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,IPTU,HWES,1.7783172130584717,"108 759021.250000 +109 716462.562500 +110 103170.156250 +111 42149.214844 +112 46976.292969 +113 42453.054688 +114 50329.812500 +115 103170.156250 +116 45677.351562 +117 42277.761719 +118 47138.828125 +119 47009.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ISS,XGBoost,1.4475128650665283,"108 230658.609375 +109 230974.703125 +110 230974.703125 +111 205976.953125 +112 177067.890625 +113 205976.953125 +114 205976.953125 +115 204147.546875 +116 172681.250000 +117 205585.046875 +118 208337.796875 +119 172681.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ITBI,XGBoost,1.2415862083435059,"108 83247.531250 +109 93926.968750 +110 93926.968750 +111 105466.929688 +112 105469.851562 +113 106006.070312 +114 102252.468750 +115 106006.070312 +116 91155.406250 +117 103004.859375 +118 105466.929688 +119 105469.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,IRRF,XGBoost,1.2330448627471924,"108 464508.6875 +109 303660.9375 +110 352060.2500 +111 382307.8750 +112 382307.8750 +113 352060.2500 +114 362653.3125 +115 358493.1250 +116 358493.1250 +117 382299.5625 +118 358493.1250 +119 527541.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do FPM,SARIMAX,3.3053438663482666,"108 1730387.875 +109 3610838.500 +110 2088804.500 +111 1996467.875 +112 2443441.750 +113 2442220.500 +114 3101370.250 +115 1830875.375 +116 1854892.125 +117 1832339.000 +118 2459273.750 +119 3620640.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,HWES,1.1488995552062988,"108 1578920.000 +109 1302276.250 +110 1350557.375 +111 1508580.125 +112 1495060.250 +113 1450831.875 +114 1458874.500 +115 1491920.125 +116 1560919.250 +117 1560106.125 +118 1560960.625 +119 1555111.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,MLP,2.541116237640381,"108 7.507472e+05 +109 2.340073e+05 +110 2.391028e+05 +111 4.088098e+05 +112 2.577154e+05 +113 1.099411e+05 +114 1.001902e+05 +115 8.529915e+04 +116 7.005263e+04 +117 5.779608e+04 +118 4.300444e+04 +119 1.110868e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do ITR,XGBoost,1.2979156970977783,"34 218.798218 +35 941.859375 +36 218.794571 +37 219.666031 +38 218.798218 +39 219.666031 +40 218.798599 +41 16820.449219 +42 8692.844727 +43 8692.844727 +44 572.896851 +45 572.884155 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Transferencias LC 61_1989,XGBoost,1.5395195484161377,"108 13342.906250 +109 13086.291992 +110 13582.974609 +111 14017.885742 +112 12764.514648 +113 14404.210938 +114 13916.272461 +115 12902.562500 +116 12865.220703 +117 12821.674805 +118 14413.285156 +119 16784.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,IPTU,XGBoost,1.5469906330108643,"104 11684.414062 +105 4411.240723 +106 144284.921875 +107 19660.664062 +108 29097.648438 +109 16184.483398 +110 24071.318359 +111 12937.758789 +112 7864.791016 +113 8408.326172 +114 12753.254883 +115 12753.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ISS,Prophet,1.664480447769165,"104 13531.533203 +105 15779.021484 +106 22452.908203 +107 22452.908203 +108 22454.763672 +109 22452.908203 +110 22452.908203 +111 22452.908203 +112 22452.908203 +113 23442.851562 +114 22454.763672 +115 22598.138672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ITBI,XGBoost,1.6303472518920898,"104 21303.183594 +105 23410.701172 +106 9807.857422 +107 13139.619141 +108 12294.662109 +109 21077.062500 +110 21127.773438 +111 20703.417969 +112 19563.638672 +113 21293.966797 +114 21369.699219 +115 21369.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,IRRF,Prophet,1.4375572204589844,"100 55178.492188 +101 54406.371094 +102 54406.289062 +103 54406.289062 +104 71463.062500 +105 54406.289062 +106 71463.062500 +107 54406.289062 +108 71396.765625 +109 71394.406250 +110 71396.765625 +111 71394.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do FPM,MLP,1.571779727935791,"104 1.088501e+06 +105 1.087976e+06 +106 1.054154e+06 +107 1.061085e+06 +108 1.060458e+06 +109 1.050633e+06 +110 1.048904e+06 +111 1.022237e+06 +112 1.025372e+06 +113 1.026635e+06 +114 1.035742e+06 +115 1.034568e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,Prophet,1.2756421566009521,"104 784812.1250 +105 758827.7500 +106 782486.4375 +107 792792.6250 +108 793608.9375 +109 784812.1250 +110 791145.9375 +111 793023.0000 +112 791239.0000 +113 793608.9375 +114 793023.0000 +115 793608.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,XGBoost,1.376281976699829,"104 113743.375000 +105 31053.984375 +106 57056.992188 +107 67798.359375 +108 68058.304688 +109 31140.882812 +110 28188.070312 +111 69172.898438 +112 33512.398438 +113 45481.843750 +114 25148.457031 +115 115764.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ITR,XGBoost,1.8909480571746826,"91 105.832359 +92 106.368752 +93 282.406372 +94 111.050400 +95 100.464027 +96 2871.185059 +97 679.623352 +98 160.702484 +99 1675.906006 +100 1673.910278 +101 383.565002 +102 383.565002 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Transferencias LC 61_1989,XGBoost,1.4149219989776611,"80 5740.581543 +81 5073.647949 +82 5283.784668 +83 5548.392578 +84 5159.040527 +85 5647.934570 +86 5018.514160 +87 4947.743164 +88 4979.121582 +89 5244.657227 +90 5158.121582 +91 5014.015137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,MLP,1.9508283138275146,"96 240320.917407 +97 266828.513515 +98 416246.550562 +99 328174.218348 +100 271284.526539 +101 270149.827134 +102 277733.919609 +103 298396.695471 +104 303789.975372 +105 329321.048107 +106 339073.088365 +107 432330.673027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ISS,SARIMAX,1.2578706741333008,"96 506980.0625 +97 506980.0625 +98 500338.8125 +99 497733.0625 +100 482766.7500 +101 482766.7500 +102 506980.0625 +103 506980.0625 +104 500338.8125 +105 506980.0625 +106 506980.0625 +107 482766.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,XGBoost,1.1837949752807617,"96 13906.370117 +97 1577.672363 +98 1749.963623 +99 1602.618408 +100 1742.091797 +101 367.305389 +102 -6634.046387 +103 205.265152 +104 -7211.283691 +105 -2505.446045 +106 7417.391113 +107 2674.449951 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,IRRF,SARIMAX,0.8644986152648926,"96 253313.703125 +97 253507.312500 +98 253507.312500 +99 253507.312500 +100 253507.312500 +101 253507.312500 +102 253507.312500 +103 253507.312500 +104 253507.312500 +105 253313.703125 +106 253507.312500 +107 247217.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do FPM,SARIMAX,1.2184717655181885,"96 1985319.75 +97 2263930.00 +98 1772502.75 +99 1985319.75 +100 2243009.75 +101 2079569.25 +102 1919597.25 +103 2079569.25 +104 1919597.25 +105 1919597.25 +106 2243009.75 +107 2245690.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,SES,1.5361263751983643,"96 565933.3125 +97 560823.4375 +98 613719.5000 +99 569562.8125 +100 619362.6250 +101 566525.1250 +102 570946.6250 +103 572290.1875 +104 550090.6250 +105 550090.1250 +106 553563.8750 +107 550083.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,SARIMAX,1.4271855354309082,"82 335744.937500 +83 285670.906250 +84 287278.125000 +85 335744.937500 +86 287278.250000 +87 286336.531250 +88 269458.531250 +89 269323.187500 +90 117252.984375 +91 107811.398438 +92 110299.804688 +93 335744.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Transferencias LC 61_1989,SES,1.2824680805206299,"36 11132.538086 +37 11132.538086 +38 11132.538086 +39 11132.538086 +40 11132.538086 +41 11132.538086 +42 11132.538086 +43 11132.538086 +44 11132.538086 +45 11132.538086 +46 11132.538086 +47 11132.538086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,IPTU,XGBoost,1.680119514465332,"72 11777.487305 +73 10890.994141 +74 10890.994141 +75 10196.452148 +76 10196.452148 +77 10196.452148 +78 10906.767578 +79 12858.977539 +80 158365.515625 +81 51693.050781 +82 11767.655273 +83 11777.487305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ISS,Prophet,2.281658887863159,"108 74536.203125 +109 58047.394531 +110 74536.203125 +111 72890.265625 +112 74524.195312 +113 72889.085938 +114 74536.203125 +115 74524.195312 +116 74524.195312 +117 72890.265625 +118 74536.203125 +119 74524.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ITBI,XGBoost,1.861140489578247,"108 33383.492188 +109 55887.476562 +110 29897.033203 +111 57179.621094 +112 30294.884766 +113 31651.912109 +114 31669.908203 +115 36108.351562 +116 41762.304688 +117 57339.789062 +118 25446.322266 +119 29452.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,IRRF,XGBoost,1.601386547088623,"94 79988.210938 +95 43445.878906 +96 43664.203125 +97 43445.878906 +98 39785.390625 +99 39785.390625 +100 44077.746094 +101 44077.746094 +102 44127.550781 +103 44110.550781 +104 43445.878906 +105 41102.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do FPM,SARIMAX,1.3491060733795166,"108 1316726.750 +109 1728374.250 +110 1015475.875 +111 1152221.625 +112 1280907.000 +113 1266491.375 +114 1280907.000 +115 1015475.875 +116 1016584.250 +117 964430.125 +118 1280907.000 +119 1728374.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,HWES,1.3215091228485107,"108 836966.4375 +109 698152.8125 +110 778838.5625 +111 830086.1250 +112 822891.0625 +113 823667.7500 +114 830014.7500 +115 843421.6250 +116 843421.6250 +117 828275.8125 +118 846933.4375 +119 828275.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,MLP,2.270275831222534,"108 204058.295763 +109 65635.578152 +110 90434.047643 +111 157476.810643 +112 249337.075240 +113 59879.161244 +114 47877.902723 +115 36860.969608 +116 32207.162039 +117 34264.755313 +118 34051.569024 +119 185524.636300 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ITR,AR,1.7711982727050781,"102 8129.427246 +103 34578.562500 +104 49477.722656 +105 49656.464844 +106 49574.894531 +107 49413.656250 +108 49560.496094 +109 49496.796875 +110 50433.246094 +111 50850.003906 +112 50433.246094 +113 50433.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Transferencias LC 61_1989,XGBoost,1.2684903144836426,"59 6175.906250 +60 6130.775391 +61 6189.051758 +62 6175.906250 +63 4836.460938 +64 4836.017578 +65 4836.017578 +66 4836.017578 +67 6130.775391 +68 6176.191406 +69 4836.017578 +70 4839.467773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,IPTU,MLP,2.285184621810913,"108 5.079616e+05 +109 7.231940e+05 +110 1.775544e+06 +111 1.390329e+06 +112 7.353507e+05 +113 7.131672e+05 +114 6.565209e+05 +115 6.142290e+05 +116 6.037376e+05 +117 5.774908e+05 +118 5.581470e+05 +119 5.729148e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ISS,SARIMAX,2.0411324501037598,"108 583662.62500 +109 550658.12500 +110 492614.84375 +111 593674.87500 +112 593674.87500 +113 552066.18750 +114 551711.75000 +115 615804.25000 +116 551716.81250 +117 570717.12500 +118 593674.87500 +119 669965.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ITBI,SARIMAX,1.815061330795288,"108 357798.718750 +109 347271.468750 +110 235577.625000 +111 234224.500000 +112 237851.484375 +113 257446.203125 +114 337207.218750 +115 229613.062500 +116 227937.859375 +117 213717.375000 +118 219460.187500 +119 246992.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,IRRF,Prophet,1.772369384765625,"108 4.171428e+05 +109 4.393682e+05 +110 4.634279e+05 +111 4.210184e+05 +112 4.064168e+05 +113 4.051187e+05 +114 4.202133e+05 +115 4.046917e+05 +116 4.059898e+05 +117 4.259256e+05 +118 4.046917e+05 +119 2.016458e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do FPM,MLP,1.1713061332702637,"108 3.104204e+06 +109 3.235342e+06 +110 2.972485e+06 +111 3.044198e+06 +112 3.092934e+06 +113 3.056287e+06 +114 3.155761e+06 +115 2.961406e+06 +116 2.990436e+06 +117 2.988004e+06 +118 3.113015e+06 +119 3.345841e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,XGBoost,1.133265495300293,"108 3720692.25 +109 3734266.50 +110 3795156.75 +111 4177909.00 +112 4297977.00 +113 3995844.50 +114 4256005.00 +115 4200194.00 +116 4178059.50 +117 4196467.00 +118 3763524.00 +119 4196467.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,MLP,1.9851343631744385,"108 1.707285e+06 +109 7.381896e+05 +110 1.008849e+06 +111 1.416309e+06 +112 1.232986e+06 +113 6.771066e+05 +114 6.362209e+05 +115 5.104993e+05 +116 3.875279e+05 +117 3.302516e+05 +118 2.873845e+05 +119 1.079215e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ITR,MLP,2.623763084411621,"72 1.803665e+05 +73 3.721619e+04 +74 3.066826e+04 +75 1.616674e+04 +76 8.279563e+04 +77 2.121956e+04 +78 1.350878e+04 +79 6.646596e+04 +80 2.288798e+05 +81 3.091708e+06 +82 3.778901e+05 +83 2.230582e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Transferencias LC 61_1989,MLP,1.1931209564208984,"84 27229.769850 +85 29747.839246 +86 29158.782565 +87 32467.603183 +88 25878.501852 +89 27872.983317 +90 27367.770757 +91 27976.201558 +92 27574.783392 +93 23834.170592 +94 26591.097792 +95 25016.589387 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,IPTU,SARIMAX,1.6228814125061035,"107 26073.601562 +108 32322.695312 +109 33494.843750 +110 103251.242188 +111 82529.257812 +112 35760.675781 +113 24176.291016 +114 22360.494141 +115 22068.970703 +116 22364.623047 +117 22356.373047 +118 35192.347656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ISS,SARIMAX,1.9691901206970215,"108 31178.339844 +109 31217.552734 +110 31190.798828 +111 31362.886719 +112 31217.552734 +113 31262.017578 +114 31217.552734 +115 31190.814453 +116 31190.798828 +117 31217.552734 +118 31193.060547 +119 31217.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ITBI,HWES,1.769883155822754,"101 14994.345703 +102 15650.720703 +103 17069.742188 +104 14647.503906 +105 9751.259766 +106 16945.328125 +107 20529.500000 +108 21402.394531 +109 21402.394531 +110 20144.996094 +111 12285.599609 +112 15970.198242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,IRRF,MLP,1.3234124183654785,"107 25579.710146 +108 30317.595371 +109 20177.620882 +110 22984.533900 +111 22134.016683 +112 22124.599128 +113 20854.004975 +114 19898.001793 +115 19749.192491 +116 12096.544713 +117 300.687714 +118 20874.532943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do FPM,SARIMAX,1.3306045532226562,"108 1.282612e+06 +109 1.322452e+06 +110 1.038562e+06 +111 1.039224e+06 +112 1.322452e+06 +113 1.307259e+06 +114 1.893768e+06 +115 1.038562e+06 +116 1.038624e+06 +117 9.584718e+05 +118 1.322452e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,AR,1.2230722904205322,"108 432814.00000 +109 407997.93750 +110 402199.84375 +111 429546.87500 +112 457678.03125 +113 432264.43750 +114 448111.37500 +115 455239.46875 +116 455239.46875 +117 458595.59375 +118 429546.87500 +119 455239.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,MLP,1.7948412895202637,"106 33351.686943 +107 169944.306726 +108 178797.415486 +109 88920.481617 +110 106852.632767 +111 275498.976766 +112 83137.030983 +113 69369.180330 +114 67988.354079 +115 55360.739050 +116 61651.023147 +117 228769.257167 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ITR,XGBoost,1.676781177520752,"82 5500.508301 +83 5637.659668 +84 38418.226562 +85 5500.508301 +86 5080.379883 +87 4717.751953 +88 5630.737793 +89 5608.814453 +90 4922.515625 +91 4562.083008 +92 2745.212402 +93 3466.030762 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Transferencias LC 61_1989,XGBoost,2.156550407409668,"48 4273.809570 +49 4753.147461 +50 4557.311523 +51 4572.528809 +52 4560.969238 +53 4571.701172 +54 4469.291504 +55 4560.969238 +56 4562.761230 +57 4406.430664 +58 4557.311523 +59 4288.392090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,IPTU,HWES,1.455780267715454,"92 52332.011719 +93 134905.312500 +94 143061.734375 +95 125845.484375 +96 136989.609375 +97 125845.484375 +98 125845.484375 +99 134971.812500 +100 124697.007812 +101 125845.484375 +102 125846.398438 +103 125845.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ISS,MLP,1.2797856330871582,"96 51689.083604 +97 55924.666546 +98 51306.214230 +99 48894.334805 +100 46863.524884 +101 52567.065061 +102 51916.055582 +103 54585.981555 +104 55363.395514 +105 56497.992906 +106 61453.927147 +107 45880.417536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ITBI,MLP,1.2151274681091309,"96 16151.886305 +97 23699.828435 +98 26569.874003 +99 23889.869602 +100 27300.411561 +101 24598.542656 +102 27982.378829 +103 9215.913352 +104 23135.059070 +105 25190.199564 +106 23334.360356 +107 22663.270589 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,IRRF,AR,1.5102405548095703,"94 76124.250000 +95 75093.500000 +96 75637.054688 +97 75637.054688 +98 75637.054688 +99 98908.656250 +100 264452.656250 +101 75637.054688 +102 75637.054688 +103 75637.054688 +104 75637.054688 +105 351059.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do FPM,MLP,1.177685260772705,"96 923463.141708 +97 924797.164125 +98 932811.896693 +99 959043.846212 +100 950491.090205 +101 936100.177408 +102 920673.111545 +103 903435.767581 +104 897418.524959 +105 894597.753247 +106 884919.938085 +107 847850.635103 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,XGBoost,1.20503568649292,"96 719036.4375 +97 722599.3125 +98 713025.0000 +99 730777.0625 +100 797844.9375 +101 727092.8750 +102 797844.9375 +103 797844.9375 +104 732429.0625 +105 732429.0625 +106 732429.0625 +107 811918.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,XGBoost,1.6718904972076416,"83 95925.890625 +84 98076.804688 +85 97398.085938 +86 96008.539062 +87 98076.804688 +88 95913.210938 +89 95913.210938 +90 95913.210938 +91 96280.203125 +92 96277.843750 +93 97398.070312 +94 95913.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do ITR,MLP,2.834596872329712,"93 7631.221724 +94 11246.558563 +95 5238.108374 +96 4706.301489 +97 6826.311319 +98 5454.442890 +99 7233.017606 +100 7261.525026 +101 25159.209307 +102 96929.465795 +103 11127.892994 +104 19759.312772 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Transferencias LC 61_1989,SES,1.4476592540740967,"42 11326.902344 +43 11326.958984 +44 11326.997070 +45 11326.958984 +46 11326.873047 +47 11326.958984 +48 11326.902344 +49 11326.803711 +50 11326.997070 +51 11326.873047 +52 11326.877930 +53 11326.958984 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,IPTU,MLP,2.0495145320892334,"90 14110.578041 +91 12485.141729 +92 15518.358841 +93 22324.510070 +94 17937.328012 +95 17896.823607 +96 24451.577816 +97 131827.070737 +98 403659.291054 +99 45947.379284 +100 43292.380830 +101 35503.136562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ISS,SARIMAX,1.8109345436096191,"108 48922.679688 +109 57223.289062 +110 55141.093750 +111 64684.976562 +112 64462.437500 +113 55141.093750 +114 64688.921875 +115 64688.921875 +116 64688.921875 +117 64688.921875 +118 64462.437500 +119 64462.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ITBI,HWES,1.3520631790161133,"108 17832.210938 +109 25006.769531 +110 13905.661133 +111 18697.589844 +112 28682.832031 +113 13196.434570 +114 16572.441406 +115 13226.291992 +116 15581.606445 +117 15789.066406 +118 20370.738281 +119 19391.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,IRRF,SES,1.5678050518035889,"108 79066.804688 +109 79066.804688 +110 79066.804688 +111 79066.804688 +112 79066.804688 +113 79066.804688 +114 41920.929688 +115 79066.804688 +116 46299.929688 +117 79066.804688 +118 79066.804688 +119 82678.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do FPM,SARIMAX,1.2584614753723145,"108 1.394231e+06 +109 1.893769e+06 +110 1.079255e+06 +111 1.191426e+06 +112 1.394831e+06 +113 1.384791e+06 +114 1.394831e+06 +115 1.079255e+06 +116 1.079949e+06 +117 1.004957e+06 +118 1.394831e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,HWES,1.199427604675293,"108 905162.7500 +109 854303.3750 +110 899113.3750 +111 905160.3125 +112 914547.3750 +113 905162.7500 +114 905160.3125 +115 914547.3750 +116 912765.1250 +117 914547.3750 +118 905168.1250 +119 914547.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,MLP,2.074277400970459,"108 266629.380412 +109 83100.956604 +110 86382.133339 +111 153506.033295 +112 117409.261822 +113 48577.958801 +114 41687.318226 +115 36104.340316 +116 44319.941028 +117 36055.765547 +118 30626.088163 +119 250561.691730 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ITR,AR,2.5197834968566895,"99 709.393494 +100 647.071106 +101 782.130554 +102 827.865417 +103 705.984863 +104 705.984863 +105 782.130554 +106 782.130554 +107 12591.087891 +108 12591.087891 +109 827.865417 +110 829.025513 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Transferencias LC 61_1989,HWES,2.0638465881347656,"96 7146.635742 +97 6203.845703 +98 7216.452637 +99 7287.655273 +100 7340.949219 +101 7239.836914 +102 7315.833984 +103 7627.815918 +104 8196.952148 +105 7286.949707 +106 7154.916504 +107 7313.108398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,IPTU,HWES,1.189084768295288,"89 2817.398926 +90 4675.333984 +91 3719.533691 +92 5044.634766 +93 9408.313477 +94 192906.625000 +95 7031.881836 +96 54491.238281 +97 6450.843750 +98 14089.541016 +99 7950.988281 +100 4224.733398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ISS,SARIMAX,1.3795826435089111,"96 73677.109375 +97 69485.968750 +98 66882.140625 +99 74708.726562 +100 74708.726562 +101 74708.726562 +102 66882.140625 +103 66815.468750 +104 69485.968750 +105 74708.726562 +106 66847.609375 +107 66815.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ITBI,SES,2.4324429035186768,"92 13315.591797 +93 13256.686523 +94 12396.252930 +95 13256.657227 +96 12852.388672 +97 13220.659180 +98 9579.711914 +99 9683.153320 +100 13458.296875 +101 13166.723633 +102 13255.723633 +103 14610.013672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,IRRF,Prophet,1.2231769561767578,"95 200581.359375 +96 200581.359375 +97 200581.359375 +98 200581.359375 +99 200581.359375 +100 200044.140625 +101 200581.359375 +102 200581.359375 +103 200581.359375 +104 198264.843750 +105 200059.656250 +106 198264.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do FPM,XGBoost,1.351393222808838,"96 1369972.125 +97 1811506.375 +98 1343390.250 +99 1369972.125 +100 1696827.125 +101 1369972.125 +102 1811506.375 +103 1369972.125 +104 1363756.125 +105 1363599.500 +106 1696827.125 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,MLP,1.2964808940887451,"96 495542.513254 +97 491433.898822 +98 483977.558984 +99 483488.877924 +100 468514.095864 +101 470665.970069 +102 467059.749685 +103 461549.566487 +104 459799.376867 +105 457899.419221 +106 456828.395189 +107 445101.154243 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,MLP,1.9205422401428223,"96 236803.015585 +97 71899.976273 +98 118374.851910 +99 178923.622997 +100 110182.628034 +101 52119.017080 +102 43886.440639 +103 36786.471877 +104 35893.444535 +105 38338.482745 +106 41073.873793 +107 341130.550860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ITR,HWES,1.5131871700286865,"93 196.810669 +94 102.365334 +95 53.936909 +96 190.212936 +97 196.796997 +98 143.434784 +99 475.097809 +100 475.097809 +101 2328.721680 +102 15708.360352 +103 106.226280 +104 -119.964760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Transferencias LC 61_1989,XGBoost,1.9032342433929443,"72 5326.808594 +73 4539.899902 +74 4400.773926 +75 4205.424805 +76 4072.731934 +77 4652.401855 +78 4769.666504 +79 967.398682 +80 4777.141602 +81 4488.967773 +82 4200.099609 +83 4777.125488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,IPTU,SARIMAX,2.232415199279785,"97 1245.136841 +98 14526.631836 +99 54859.984375 +100 55106.917969 +101 52437.664062 +102 6469.629395 +103 -862.516907 +104 7136.554688 +105 616.982849 +106 13516.014648 +107 7587.185547 +108 208.550537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ISS,SARIMAX,1.5405364036560059,"104 17594.011719 +105 17963.925781 +106 17963.925781 +107 17963.925781 +108 16831.183594 +109 16751.511719 +110 17522.132812 +111 17927.972656 +112 17927.972656 +113 17928.031250 +114 17522.515625 +115 22375.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ITBI,Prophet,1.1726632118225098,"90 16856.595703 +91 11794.925781 +92 9883.075195 +93 9696.504883 +94 2277.978027 +95 3768.567871 +96 3529.761719 +97 1902.452637 +98 2418.076660 +99 2835.663086 +100 2083.801758 +101 1736.768677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,IRRF,Prophet,1.532651424407959,"104 41746.351562 +105 46415.367188 +106 46415.367188 +107 46415.367188 +108 46415.367188 +109 46415.367188 +110 46415.367188 +111 46415.367188 +112 46415.367188 +113 46415.367188 +114 73547.593750 +115 73547.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do FPM,SARIMAX,1.4248626232147217,"104 1285693.000 +105 1893778.750 +106 1062634.750 +107 1165263.000 +108 1358470.250 +109 1271162.625 +110 1358470.250 +111 1062634.750 +112 1062634.750 +113 995654.250 +114 1358470.250 +115 1893778.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,XGBoost,1.1149144172668457,"104 388850.84375 +105 341640.15625 +106 339514.09375 +107 402793.53125 +108 429387.53125 +109 385200.28125 +110 443118.75000 +111 412342.75000 +112 412342.75000 +113 413354.46875 +114 385153.56250 +115 413354.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,SES,1.5364060401916504,"104 40905.871094 +105 26357.548828 +106 16445.166016 +107 37894.886719 +108 37134.863281 +109 21530.763672 +110 7356.617676 +111 13882.607422 +112 7453.827148 +113 3865.322266 +114 1156.465942 +115 44949.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ITR,SARIMAX,2.0507113933563232,"72 24.804731 +73 782.147339 +74 732.375977 +75 732.375977 +76 5.256740 +77 726.461792 +78 -24.886969 +79 -12.074993 +80 83.915451 +81 473.686401 +82 309.634644 +83 309.634644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Transferencias LC 61_1989,AR,1.6449360847473145,"104 3745.465576 +105 3258.674072 +106 3354.455566 +107 3717.013916 +108 3354.310791 +109 4175.670410 +110 3974.155762 +111 3602.896729 +112 3589.100342 +113 3466.482178 +114 3334.507568 +115 3474.211426 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,IPTU,MLP,2.090491771697998,"90 3.296944e+05 +91 5.138388e+05 +92 1.529069e+06 +93 1.027036e+06 +94 9.591783e+05 +95 3.810056e+05 +96 5.450332e+05 +97 4.180049e+05 +98 4.180633e+05 +99 4.652467e+05 +100 4.736946e+05 +101 6.022634e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ISS,XGBoost,1.087202787399292,"92 247357.421875 +93 238284.875000 +94 237247.687500 +95 247505.265625 +96 238421.359375 +97 247779.734375 +98 247779.734375 +99 247265.046875 +100 247265.046875 +101 238421.359375 +102 247505.265625 +103 247505.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ITBI,SES,1.1388726234436035,"92 72017.078125 +93 103349.093750 +94 103359.281250 +95 88837.398438 +96 87715.234375 +97 70275.843750 +98 88831.976562 +99 103378.031250 +100 87185.632812 +101 74056.687500 +102 88680.445312 +103 75798.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,IRRF,MLP,1.6951076984405518,"92 227856.203025 +93 233201.990879 +94 264283.515418 +95 260873.957896 +96 281321.110816 +97 278950.892525 +98 319514.759478 +99 303639.883079 +100 325026.129667 +101 340104.070033 +102 353646.224776 +103 446259.489207 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do FPM,MLP,1.5241167545318604,"92 1.833994e+06 +93 1.896351e+06 +94 1.788200e+06 +95 1.829556e+06 +96 1.851194e+06 +97 1.836519e+06 +98 1.889634e+06 +99 1.803585e+06 +100 1.794130e+06 +101 1.798165e+06 +102 1.845536e+06 +103 1.944707e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,XGBoost,1.3526074886322021,"92 1253235.375 +93 1417239.375 +94 1244802.625 +95 1417223.875 +96 1617450.750 +97 1260450.750 +98 1421722.625 +99 1419125.875 +100 1418862.625 +101 1418862.625 +102 1417426.375 +103 1246322.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,MLP,1.7309296131134033,"92 7.067340e+05 +93 3.226363e+05 +94 4.208780e+05 +95 7.464447e+05 +96 5.495241e+05 +97 3.177367e+05 +98 2.736338e+05 +99 2.549060e+05 +100 2.029475e+05 +101 1.837889e+05 +102 1.880071e+05 +103 1.018952e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Transferencias LC 61_1989,MLP,1.250370979309082,"38 38468.778162 +39 39040.407015 +40 40334.654825 +41 41745.177600 +42 43674.428207 +43 -8647.368498 +44 27533.213639 +45 28928.436236 +46 29061.301173 +47 29604.259355 +48 31108.654563 +49 29961.788148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,IPTU,HWES,1.5237059593200684,"107 7020.752441 +108 6602.254395 +109 6602.254395 +110 131867.234375 +111 14692.936523 +112 14336.573242 +113 14116.348633 +114 13936.267578 +115 12929.908203 +116 4910.034668 +117 5495.303223 +118 11920.149414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ISS,SARIMAX,1.4228575229644775,"108 25694.216797 +109 19149.337891 +110 19724.242188 +111 20094.902344 +112 20094.810547 +113 20118.951172 +114 19149.337891 +115 20097.230469 +116 20133.611328 +117 20094.902344 +118 18959.939453 +119 18959.939453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ITBI,SARIMAX,1.3392889499664307,"106 35207.949219 +107 36235.042969 +108 35762.593750 +109 37051.570312 +110 37051.570312 +111 35762.593750 +112 35495.917969 +113 34919.796875 +114 36121.417969 +115 34919.304688 +116 35701.144531 +117 36152.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,IRRF,XGBoost,1.0527124404907227,"108 79149.289062 +109 101666.929688 +110 79149.289062 +111 70828.906250 +112 79149.289062 +113 124107.570312 +114 112512.351562 +115 79149.289062 +116 112512.351562 +117 112512.351562 +118 124107.570312 +119 124107.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do FPM,SARIMAX,1.9900798797607422,"108 1529619.000 +109 1519579.000 +110 1121467.500 +111 1510548.000 +112 1529626.000 +113 1437643.375 +114 1529626.625 +115 1121467.500 +116 1122088.875 +117 941342.375 +118 1519579.000 +119 1893790.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,HWES,1.2758638858795166,"108 903072.1875 +109 580629.5000 +110 580621.8125 +111 618919.0625 +112 635695.6875 +113 579521.0625 +114 629786.6250 +115 635695.6875 +116 635695.6875 +117 627289.3125 +118 603164.8125 +119 626337.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,HWES,1.2353284358978271,"106 83351.359375 +107 17544.955078 +108 28056.869141 +109 118545.296875 +110 47602.945312 +111 19111.648438 +112 19099.509766 +113 7250.617676 +114 7544.664551 +115 9103.211914 +116 8453.871094 +117 118525.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ITR,MLP,1.260488748550415,"86 3873.815301 +87 -284.486325 +88 3880.058676 +89 4031.841602 +90 4233.773951 +91 4479.107932 +92 4718.465237 +93 4748.679600 +94 962.789635 +95 -1735.303256 +96 2133.400334 +97 2076.641220 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Transferencias LC 61_1989,AR,2.290022134780884,"108 4776.848145 +109 4384.820801 +110 4549.195801 +111 5273.895996 +112 4631.983887 +113 5789.589355 +114 5724.181641 +115 4998.099121 +116 5063.035645 +117 4889.974121 +118 4957.583496 +119 5661.991211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,IPTU,MLP,2.3725924491882324,"108 77446.838847 +109 79404.284131 +110 109855.278957 +111 130299.760944 +112 431820.650419 +113 105743.374556 +114 115206.853598 +115 104471.000091 +116 97268.029483 +117 115751.818662 +118 85562.496689 +119 90351.502600 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ISS,XGBoost,1.6361732482910156,"108 87519.179688 +109 83910.609375 +110 82236.554688 +111 81891.296875 +112 98791.382812 +113 80650.156250 +114 81888.140625 +115 80205.234375 +116 75333.335938 +117 81888.140625 +118 93199.507812 +119 93199.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ITBI,HWES,1.2298495769500732,"106 32146.673828 +107 45031.183594 +108 36497.234375 +109 29889.091797 +110 43015.015625 +111 52066.570312 +112 44158.808594 +113 40374.292969 +114 45031.183594 +115 34047.863281 +116 32403.392578 +117 34498.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,IRRF,XGBoost,1.600231647491455,"108 220956.796875 +109 176491.078125 +110 176491.078125 +111 176491.078125 +112 176491.078125 +113 176491.078125 +114 176491.078125 +115 176491.078125 +116 176491.078125 +117 176491.078125 +118 176491.078125 +119 176491.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do FPM,SARIMAX,1.2685813903808594,"108 1.517783e+06 +109 1.893768e+06 +110 1.110694e+06 +111 1.113199e+06 +112 1.519584e+06 +113 1.113199e+06 +114 1.519580e+06 +115 1.110694e+06 +116 1.110659e+06 +117 1.010788e+06 +118 1.893768e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,HWES,1.0088632106781006,"108 1230079.250 +109 1135025.250 +110 1137563.750 +111 1373600.125 +112 1357824.625 +113 1285576.125 +114 1373600.125 +115 1373600.125 +116 1373804.625 +117 1373804.625 +118 1283973.625 +119 1367543.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,XGBoost,1.763965129852295,"108 272158.593750 +109 122734.289062 +110 240154.328125 +111 272152.750000 +112 223198.062500 +113 70697.195312 +114 30557.968750 +115 19192.414062 +116 19190.132812 +117 17043.488281 +118 11765.783203 +119 254715.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ITR,XGBoost,2.480740547180176,"108 2337.347412 +109 1986.917603 +110 1371.829590 +111 1371.829590 +112 2302.338623 +113 2315.046387 +114 1984.806885 +115 2215.812256 +116 34757.757812 +117 48527.875000 +118 3466.226318 +119 2456.325195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Transferencias LC 61_1989,XGBoost,1.565399408340454,"108 11732.610352 +109 9623.355469 +110 11527.738281 +111 11642.412109 +112 11672.076172 +113 11871.117188 +114 12024.411133 +115 12585.583008 +116 12688.532227 +117 11853.041992 +118 12111.472656 +119 12582.908203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,IPTU,SARIMAX,2.5329782962799072,"90 2883.649170 +91 1167.207153 +92 477.305145 +93 22959.302734 +94 6730.525391 +95 6268.166016 +96 1003.441528 +97 1381.579346 +98 13676.508789 +99 1919.217651 +100 711.429260 +101 4709.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ISS,XGBoost,1.4189236164093018,"96 18651.894531 +97 18671.287109 +98 18597.361328 +99 18587.673828 +100 18651.894531 +101 18649.449219 +102 18647.744141 +103 18647.744141 +104 18647.744141 +105 18647.744141 +106 18647.744141 +107 18647.744141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ITBI,SES,1.4788706302642822,"80 9568.152344 +81 2836.035156 +82 7064.991211 +83 9261.990234 +84 2274.262939 +85 6738.745605 +86 8094.590332 +87 6822.805664 +88 5617.563477 +89 1598.127319 +90 2426.061523 +91 8136.898926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,IRRF,SARIMAX,1.4801526069641113,"96 35339.191406 +97 35379.937500 +98 35346.843750 +99 35398.679688 +100 35398.679688 +101 35398.679688 +102 35346.843750 +103 35346.843750 +104 35346.843750 +105 35398.679688 +106 35346.843750 +107 35346.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do FPM,XGBoost,0.9562580585479736,"96 994266.1875 +97 855639.9375 +98 877741.5625 +99 994266.1875 +100 855644.9375 +101 998193.1875 +102 873433.1875 +103 998193.1875 +104 877741.5625 +105 873433.1875 +106 855644.9375 +107 855644.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,XGBoost,1.1970875263214111,"96 215029.312500 +97 221431.140625 +98 258452.062500 +99 222600.468750 +100 262763.750000 +101 223122.453125 +102 222594.406250 +103 261003.468750 +104 221425.078125 +105 207830.078125 +106 208819.640625 +107 258446.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,XGBoost,1.6367285251617432,"96 101653.039062 +97 66383.757812 +98 40679.453125 +99 66373.492188 +100 40679.570312 +101 24171.876953 +102 18948.667969 +103 17910.507812 +104 17872.777344 +105 17549.578125 +106 17515.457031 +107 101653.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ITR,XGBoost,2.638303518295288,"83 456.547607 +84 463.717896 +85 1486.014282 +86 1697.500610 +87 1703.979614 +88 1837.450317 +89 1836.404053 +90 1784.346069 +91 520.921021 +92 503.270660 +93 1834.311768 +94 1699.767578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Transferencias LC 61_1989,XGBoost,1.0543451309204102,"36 3972.508789 +37 3967.503906 +38 3234.614258 +39 3967.670410 +40 3967.502930 +41 3967.503906 +42 3967.503906 +43 3967.670410 +44 3234.614258 +45 3959.108154 +46 3967.502930 +47 3959.108154 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,IPTU,SARIMAX,1.8473854064941406,"99 9075.261719 +100 23350.115234 +101 175158.875000 +102 23381.494141 +103 32772.765625 +104 7736.707031 +105 7063.250000 +106 8778.859375 +107 9007.582031 +108 7919.415527 +109 7736.707031 +110 7084.474121 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ISS,Prophet,1.895503282546997,"108 178847.468750 +109 166666.171875 +110 190780.875000 +111 190725.906250 +112 190712.750000 +113 186459.296875 +114 190712.750000 +115 190780.875000 +116 190780.875000 +117 192228.328125 +118 192228.328125 +119 190780.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ITBI,SARIMAX,1.770054817199707,"108 32680.138672 +109 27900.369141 +110 40504.785156 +111 48126.167969 +112 16089.863281 +113 24998.794922 +114 19751.101562 +115 41003.542969 +116 6882.380371 +117 37484.632812 +118 11557.556641 +119 4327.113770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,IRRF,XGBoost,1.786961317062378,"102 107180.789062 +103 107180.789062 +104 130600.210938 +105 107180.789062 +106 107027.601562 +107 107180.789062 +108 107180.789062 +109 130600.210938 +110 107180.789062 +111 130600.210938 +112 107180.789062 +113 130600.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do FPM,SARIMAX,1.419816255569458,"108 1311391.50 +109 1893768.50 +110 1063772.75 +111 1198611.00 +112 1316535.25 +113 1303122.50 +114 1316535.75 +115 1063772.75 +116 1106752.00 +117 995779.25 +118 1316535.25 +119 1893768.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,HWES,1.3459656238555908,"108 755508.0000 +109 595277.4375 +110 724168.1250 +111 795544.2500 +112 770043.6250 +113 759687.8125 +114 792349.7500 +115 795498.8750 +116 795544.2500 +117 795544.2500 +118 770043.6250 +119 766649.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,MLP,1.858367919921875,"106 214962.144296 +107 48619.725268 +108 107659.352265 +109 152167.428760 +110 91747.552231 +111 38348.610683 +112 30735.301900 +113 31755.830170 +114 34044.961572 +115 34359.205909 +116 29742.125562 +117 153615.219148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ITR,AR,1.6861705780029297,"98 3574.304199 +99 10146.835938 +100 6186.133301 +101 3574.054688 +102 71675.851562 +103 71674.593750 +104 3574.054688 +105 71675.851562 +106 260384.328125 +107 157168.656250 +108 134101.890625 +109 134101.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Transferencias LC 61_1989,XGBoost,2.0221107006073,"96 6389.636719 +97 7169.603516 +98 6506.832031 +99 7231.225098 +100 6636.480469 +101 7349.782715 +102 6811.592285 +103 6746.859375 +104 7183.605469 +105 6423.161133 +106 7347.929199 +107 6566.887695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,IPTU,HWES,2.2114734649658203,"108 3.083964e+05 +109 1.524469e+06 +110 1.546558e+06 +111 2.817342e+06 +112 6.781481e+05 +113 6.781481e+05 +114 6.781481e+05 +115 3.192170e+05 +116 3.236953e+05 +117 8.659155e+04 +118 9.655624e+04 +119 9.567284e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ISS,SES,1.8225712776184082,"108 934654.2500 +109 923493.9375 +110 934654.2500 +111 934654.2500 +112 934654.2500 +113 934654.2500 +114 934654.2500 +115 934654.2500 +116 934654.2500 +117 934654.2500 +118 934654.2500 +119 934654.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ITBI,MLP,1.7350618839263916,"108 255042.731291 +109 283021.514213 +110 276385.007237 +111 270369.986963 +112 282599.135785 +113 295576.566356 +114 290344.228214 +115 316601.035869 +116 296431.632678 +117 300800.311895 +118 296068.206325 +119 304712.448611 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,IRRF,Prophet,1.554171085357666,"108 628143.3125 +109 191258.6875 +110 628143.3125 +111 576395.6875 +112 576395.6875 +113 576395.6875 +114 628143.3125 +115 576395.6875 +116 576395.6875 +117 576395.6875 +118 576395.6875 +119 628143.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do FPM,SARIMAX,1.217254400253296,"108 3601353.50 +109 4374537.50 +110 2748379.25 +111 3000746.75 +112 3219648.25 +113 3219710.75 +114 3219648.25 +115 2857080.25 +116 2857080.25 +117 2819590.50 +118 3219648.25 +119 4374537.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,MLP,1.3141965866088867,"108 2.055666e+06 +109 2.030610e+06 +110 2.061892e+06 +111 2.114744e+06 +112 2.125073e+06 +113 2.083993e+06 +114 2.102319e+06 +115 2.112430e+06 +116 2.102396e+06 +117 2.127473e+06 +118 2.044355e+06 +119 2.103937e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,MLP,1.9549551010131836,"108 2.008591e+06 +109 6.210359e+05 +110 8.365289e+05 +111 1.540058e+06 +112 9.950659e+05 +113 4.459722e+05 +114 3.489279e+05 +115 2.228025e+05 +116 1.672385e+05 +117 1.559484e+05 +118 1.419389e+05 +119 1.764464e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ITR,AR,1.9554946422576904,"108 447.228363 +109 12747.660156 +110 1658.649292 +111 2039.135010 +112 1658.649292 +113 1656.658325 +114 4050.041748 +115 1618.262695 +116 12373.782227 +117 12330.297852 +118 1667.182617 +119 1667.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Transferencias LC 61_1989,XGBoost,0.9762685298919678,"48 23930.662109 +49 19357.246094 +50 23155.609375 +51 23157.337891 +52 23155.746094 +53 28504.537109 +54 21211.648438 +55 23155.292969 +56 23092.386719 +57 23571.857422 +58 23155.292969 +59 23848.998047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,IPTU,XGBoost,2.888583183288574,"108 2703963.500 +109 2526248.250 +110 2541185.500 +111 1967903.125 +112 1967897.875 +113 5822170.500 +114 5822170.500 +115 2487093.500 +116 6992575.500 +117 2885618.250 +118 5880951.500 +119 3187278.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ISS,SARIMAX,1.3001713752746582,"108 1758002.75 +109 1763949.50 +110 1764070.00 +111 1831998.25 +112 1831998.25 +113 1831998.25 +114 1758002.75 +115 1761253.50 +116 1831998.25 +117 1831894.00 +118 1831894.00 +119 1761136.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ITBI,SES,1.2466650009155273,"108 642637.6250 +109 615553.1250 +110 672289.8750 +111 644127.7500 +112 608646.5625 +113 630714.2500 +114 621586.1875 +115 630054.0625 +116 609378.8750 +117 641690.5625 +118 667433.5000 +119 665712.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,IRRF,MLP,1.6747796535491943,"108 1.367206e+06 +109 2.711149e+06 +110 2.449507e+06 +111 2.514487e+06 +112 2.332698e+06 +113 2.487321e+06 +114 2.419029e+06 +115 2.304069e+06 +116 2.358554e+06 +117 2.388605e+06 +118 2.509056e+06 +119 4.122244e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do FPM,SARIMAX,2.8443949222564697,"108 11295068.0 +109 16457506.0 +110 8902972.0 +111 9563060.0 +112 11295068.0 +113 11013028.0 +114 11295068.0 +115 8902972.0 +116 9621576.0 +117 8902972.0 +118 11295068.0 +119 16457506.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,HWES,1.1890413761138916,"108 4398181.5 +109 4344734.5 +110 4215740.0 +111 4816588.0 +112 4751290.0 +113 4420437.5 +114 4417188.0 +115 4873228.0 +116 4873228.0 +117 4749519.0 +118 4416485.0 +119 4709543.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,MLP,1.7207951545715332,"108 3.539806e+06 +109 1.653910e+06 +110 2.288062e+06 +111 4.065719e+06 +112 3.741519e+06 +113 1.864260e+06 +114 1.513739e+06 +115 1.017577e+06 +116 7.399916e+05 +117 6.573745e+05 +118 5.076431e+05 +119 2.623913e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do ITR,XGBoost,1.8876676559448242,"62 224.665115 +63 855.938416 +64 228.079636 +65 822.933289 +66 821.877625 +67 223.521118 +68 890.774841 +69 891.298645 +70 221.376938 +71 223.521118 +72 114.451691 +73 108.102287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Transferencias LC 61_1989,MLP,1.9261488914489746,"78 34174.419891 +79 37204.748132 +80 36712.285382 +81 35991.931816 +82 36430.546087 +83 35752.694249 +84 35387.483509 +85 36299.521235 +86 36074.916223 +87 32062.599819 +88 35450.271406 +89 33927.564229 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,IPTU,XGBoost,1.4393293857574463,"105 1932.434692 +106 3096.434326 +107 1111.707153 +108 1638.934814 +109 1740.617920 +110 1599.388672 +111 1393.447021 +112 1111.707153 +113 1912.467529 +114 1650.520752 +115 5387.390137 +116 1111.707153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ISS,SES,1.313197135925293,"108 21382.238281 +109 20869.464844 +110 25159.687500 +111 25661.513672 +112 28035.794922 +113 28136.455078 +114 28136.455078 +115 21967.937500 +116 23984.042969 +117 30258.861328 +118 21967.937500 +119 21178.583984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,1.3718116283416748,"92 7011.126953 +93 6515.178223 +94 7052.774414 +95 6326.296387 +96 6193.608398 +97 6364.345703 +98 7052.626953 +99 6034.241699 +100 5101.457031 +101 3034.575439 +102 5176.171387 +103 4459.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,IRRF,Prophet,1.252397060394287,"108 391777.59375 +109 391777.59375 +110 391777.59375 +111 391775.75000 +112 391777.59375 +113 391777.59375 +114 391777.59375 +115 391777.59375 +116 391781.65625 +117 391781.65625 +118 391775.75000 +119 391775.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do FPM,SARIMAX,1.476238489151001,"108 1583539.625 +109 1759045.375 +110 1314241.625 +111 1347514.625 +112 1584711.000 +113 1348903.250 +114 1765095.125 +115 1344999.625 +116 1347529.625 +117 1328984.875 +118 1765095.125 +119 1886462.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,HWES,1.2319157123565674,"108 604971.1250 +109 483111.6875 +110 523835.5625 +111 610346.8750 +112 590211.4375 +113 606157.9375 +114 611192.4375 +115 598482.5000 +116 598482.5000 +117 587556.7500 +118 602168.3125 +119 587556.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,HWES,1.7807068824768066,"108 58863.398438 +109 46038.550781 +110 61695.187500 +111 66472.054688 +112 69566.414062 +113 99159.492188 +114 24088.945312 +115 17776.486328 +116 16216.491211 +117 12267.248047 +118 14094.558594 +119 62705.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ITR,XGBoost,1.8190813064575195,"101 1512.994629 +102 175.481735 +103 269.058807 +104 364.836090 +105 1614.455688 +106 3131.319580 +107 2871.519531 +108 2850.368408 +109 4465.843750 +110 4449.062012 +111 6046.642578 +112 6097.446777 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Transferencias LC 61_1989,XGBoost,2.235814094543457,"83 4724.589844 +84 4087.973633 +85 5766.471191 +86 5249.746582 +87 5307.174805 +88 5292.247070 +89 5303.645996 +90 5410.584961 +91 5460.487305 +92 5270.312500 +93 5317.679688 +94 6026.142090 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,2.433084726333618,"96 1.735708e+05 +97 6.849616e+05 +98 1.208980e+06 +99 4.888072e+05 +100 1.788866e+05 +101 2.591523e+05 +102 1.744850e+05 +103 1.766156e+05 +104 2.999821e+05 +105 2.565756e+05 +106 6.171118e+05 +107 1.909262e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,SARIMAX,1.0139491558074951,"96 477705.87500 +97 384350.34375 +98 477752.18750 +99 384667.28125 +100 383630.90625 +101 477752.18750 +102 382678.46875 +103 477752.18750 +104 490024.25000 +105 455846.25000 +106 397360.71875 +107 459924.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,SARIMAX,1.168792963027954,"96 595275.9375 +97 596949.8125 +98 600727.8750 +99 596589.0000 +100 597477.0000 +101 594912.7500 +102 598791.5000 +103 596949.8750 +104 598811.6875 +105 596589.0000 +106 595275.9375 +107 600709.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,IRRF,MLP,1.4818758964538574,"96 5.319941e+05 +97 4.902312e+05 +98 6.594825e+05 +99 5.483336e+05 +100 6.298604e+05 +101 6.524886e+05 +102 6.682341e+05 +103 7.409466e+05 +104 7.380561e+05 +105 7.756443e+05 +106 8.865346e+05 +107 1.282534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do FPM,XGBoost,1.0495223999023438,"96 5569242.5 +97 5539413.0 +98 4385047.0 +99 5569242.5 +100 4374154.5 +101 4377134.0 +102 5533286.0 +103 5569243.5 +104 4246685.0 +105 4222730.0 +106 4222753.0 +107 5539413.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,XGBoost,0.8989477157592773,"96 2826275.00 +97 2774722.00 +98 2774722.00 +99 2774716.75 +100 2836411.50 +101 2886141.00 +102 2774716.75 +103 2744291.00 +104 2886141.00 +105 2741402.75 +106 2741746.75 +107 2744539.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,SARIMAX,1.9167821407318115,"96 1.677035e+06 +97 9.480942e+05 +98 9.495048e+05 +99 1.676786e+06 +100 1.676925e+06 +101 8.854988e+05 +102 8.336509e+05 +103 1.088633e+06 +104 1.103938e+06 +105 1.102181e+06 +106 1.101153e+06 +107 1.676786e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,IPTU,SARIMAX,2.53855037689209,"105 5044.036133 +106 5426.845215 +107 109501.375000 +108 62535.714844 +109 10667.428711 +110 13474.486328 +111 10868.894531 +112 5842.963379 +113 4379.686523 +114 13009.598633 +115 1843.165405 +116 1455.357178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ISS,XGBoost,1.5061464309692383,"108 67872.890625 +109 67842.609375 +110 67926.523438 +111 67926.523438 +112 67842.609375 +113 67910.687500 +114 67936.367188 +115 67850.859375 +116 85573.546875 +117 67926.523438 +118 67850.859375 +119 67850.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ITBI,XGBoost,1.5803937911987305,"98 10832.585938 +99 9505.447266 +100 9507.542969 +101 10250.708984 +102 10680.851562 +103 9507.542969 +104 11442.828125 +105 10636.857422 +106 9500.699219 +107 9753.427734 +108 11426.244141 +109 9249.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,IRRF,SARIMAX,2.7369208335876465,"108 108823.929688 +109 89880.242188 +110 108823.929688 +111 108823.929688 +112 89922.820312 +113 90179.828125 +114 108823.929688 +115 86991.585938 +116 108823.929688 +117 108823.929688 +118 90179.828125 +119 108823.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do FPM,SARIMAX,1.341421127319336,"108 1300297.000 +109 1893758.250 +110 1020619.250 +111 1143254.375 +112 1310865.625 +113 1248630.625 +114 1310865.750 +115 1020619.250 +116 1020641.000 +117 962602.875 +118 1310865.625 +119 1893758.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,HWES,1.1625609397888184,"108 349563.65625 +109 315030.12500 +110 322782.53125 +111 353460.43750 +112 353614.18750 +113 353882.68750 +114 353475.34375 +115 353621.40625 +116 353621.40625 +117 350163.28125 +118 352064.28125 +119 353621.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,SARIMAX,1.3683152198791504,"108 118831.210938 +109 31779.875000 +110 31875.320312 +111 56232.609375 +112 29615.798828 +113 41190.191406 +114 14354.921875 +115 14342.005859 +116 14342.005859 +117 13528.050781 +118 15114.302734 +119 99037.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ITR,XGBoost,1.4764580726623535,"70 1498.953369 +71 74.892410 +72 74.393753 +73 73.747818 +74 2213.036133 +75 736.269897 +76 1498.942383 +77 112.025452 +78 111.959061 +79 74.393753 +80 73.747818 +81 1540.903687 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Transferencias LC 61_1989,XGBoost,2.8262956142425537,"108 3445.459961 +109 3032.382324 +110 3102.550293 +111 3602.645508 +112 3217.578125 +113 3575.651855 +114 3371.543945 +115 3097.172852 +116 3333.303711 +117 3381.162598 +118 3159.229980 +119 3311.308105 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,IPTU,SES,1.595064401626587,"80 48420.738281 +81 47332.328125 +82 45328.476562 +83 45228.550781 +84 45016.496094 +85 45028.214844 +86 45059.132812 +87 45291.105469 +88 45158.144531 +89 45271.902344 +90 45291.105469 +91 45143.957031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,1.1961159706115723,"80 131573.640625 +81 127902.968750 +82 92457.593750 +83 131573.640625 +84 131573.640625 +85 131573.640625 +86 146848.593750 +87 127902.968750 +88 131573.640625 +89 131573.640625 +90 127902.968750 +91 127902.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ITBI,MLP,1.3357748985290527,"80 116853.345321 +81 111664.459135 +82 116061.251036 +83 99468.537771 +84 111955.312710 +85 107547.916416 +86 107880.613191 +87 107848.381168 +88 102717.974177 +89 88728.475603 +90 107661.395601 +91 77296.962730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,IRRF,MLP,1.7045631408691406,"79 71508.325215 +80 78618.491002 +81 80121.105968 +82 76286.227088 +83 65765.765157 +84 69060.853327 +85 69326.010270 +86 68478.566444 +87 65319.810024 +88 66173.622866 +89 63281.831785 +90 35156.993493 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do FPM,XGBoost,2.2757749557495117,"73 2663068.75 +74 2901806.00 +75 2683422.75 +76 2683297.75 +77 2919666.25 +78 3621821.00 +79 3621821.00 +80 2683422.75 +81 2663068.75 +82 3623013.25 +83 2687897.75 +84 2683422.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,SARIMAX,1.2319936752319336,"77 1453419.5 +78 4242877.0 +79 4262672.0 +80 4242877.0 +81 4234949.0 +82 4239896.0 +83 4262042.0 +84 4242877.0 +85 4256245.0 +86 4242877.0 +87 4246236.5 +88 4242536.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.0939772129058838,"74 689187.87500 +75 700751.06250 +76 281860.40625 +77 703346.18750 +78 700751.06250 +79 695377.12500 +80 277557.00000 +81 699888.93750 +82 277380.68750 +83 281860.40625 +84 282381.59375 +85 699888.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do ITR,HWES,1.4587466716766357,"45 306688.56250 +46 306688.56250 +47 306709.68750 +48 306630.28125 +49 306631.59375 +50 306631.59375 +51 306630.15625 +52 306630.15625 +53 306630.15625 +54 306688.56250 +55 306688.56250 +56 306688.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Transferencias LC 61_1989,HWES,1.150991678237915,"71 17614.572266 +72 16848.283203 +73 18175.994141 +74 18115.283203 +75 17719.880859 +76 18055.494141 +77 17804.669922 +78 16848.283203 +79 18319.625000 +80 18414.412109 +81 18143.261719 +82 17850.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,SES,2.6607751846313477,"70 21874.031250 +71 24405.730469 +72 118648.632812 +73 6637.583008 +74 8443.775391 +75 25248.273438 +76 26885.759766 +77 14702.400391 +78 12980.139648 +79 11461.675781 +80 11877.558594 +81 10977.055664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,XGBoost,1.3480429649353027,"76 75780.000000 +77 75983.960938 +78 131101.062500 +79 131083.296875 +80 131085.859375 +81 131085.859375 +82 131094.281250 +83 131101.062500 +84 131094.281250 +85 131101.062500 +86 131085.859375 +87 131085.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,SARIMAX,1.5756494998931885,"70 6904.952148 +71 16931.937500 +72 9490.015625 +73 9518.466797 +74 7577.727539 +75 3406.642822 +76 7388.054199 +77 3406.642822 +78 3420.782227 +79 14922.975586 +80 3406.642822 +81 7361.766113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,IRRF,Prophet,1.322087049484253,"76 241838.828125 +77 243977.234375 +78 241838.828125 +79 241838.828125 +80 241838.828125 +81 241838.828125 +82 241838.828125 +83 241838.828125 +84 241838.828125 +85 311048.250000 +86 311048.250000 +87 311101.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do FPM,MLP,1.6095836162567139,"74 1.703323e+06 +75 1.735446e+06 +76 1.710811e+06 +77 1.732369e+06 +78 1.794346e+06 +79 1.574546e+06 +80 1.581079e+06 +81 1.599081e+06 +82 1.609385e+06 +83 1.628047e+06 +84 1.657149e+06 +85 1.685904e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8992924690246582,"76 191533.828125 +77 645009.812500 +78 845366.500000 +79 658203.187500 +80 657982.062500 +81 662260.125000 +82 658160.750000 +83 658203.187500 +84 667335.687500 +85 671934.937500 +86 664520.000000 +87 657135.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,MLP,1.5640449523925781,"70 131702.772043 +71 154435.224368 +72 103160.456206 +73 125260.988597 +74 175894.367730 +75 80412.640195 +76 165792.074326 +77 88935.827718 +78 98565.063183 +79 92009.387375 +80 97400.119587 +81 165591.061939 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ITR,SES,1.3840162754058838,"69 817.740112 +70 655.902588 +71 600.767395 +72 655.996094 +73 560.639465 +74 600.766907 +75 601.416077 +76 537.014465 +77 587.629272 +78 428.101135 +79 115.051743 +80 603.476257 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Transferencias LC 61_1989,XGBoost,0.7193734645843506,"40 6402.350586 +41 5058.060547 +42 5060.509277 +43 6407.128418 +44 6394.547363 +45 6797.794434 +46 6451.379395 +47 7224.155762 +48 6406.404785 +49 6403.603027 +50 6611.676270 +51 5535.845215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,IPTU,SARIMAX,1.313967227935791,"87 7862.821777 +88 8123.222168 +89 7981.247070 +90 7982.731934 +91 7692.076172 +92 4816.373047 +93 4816.373047 +94 26904.917969 +95 11941.651367 +96 29838.103516 +97 13348.975586 +98 7595.465332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ISS,SARIMAX,1.205934762954712,"96 55484.429688 +97 55842.265625 +98 55666.859375 +99 55748.722656 +100 55666.859375 +101 55787.039062 +102 55748.476562 +103 55756.593750 +104 55783.781250 +105 55783.781250 +106 55783.781250 +107 55783.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ITBI,XGBoost,1.5708911418914795,"92 94221.515625 +93 40742.945312 +94 35786.707031 +95 42272.019531 +96 41520.179688 +97 166412.515625 +98 41896.570312 +99 41330.312500 +100 41520.179688 +101 41583.660156 +102 41381.035156 +103 41381.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,IRRF,XGBoost,1.2488799095153809,"95 77443.468750 +96 76756.500000 +97 92567.179688 +98 77033.992188 +99 76540.414062 +100 91001.679688 +101 76540.414062 +102 76701.429688 +103 79511.171875 +104 77033.992188 +105 92493.710938 +106 90982.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do FPM,XGBoost,1.1913535594940186,"96 1517362.875 +97 1811506.250 +98 1457055.125 +99 1517362.875 +100 1792761.250 +101 1517362.875 +102 1811506.250 +103 1517362.875 +104 1517379.125 +105 1463183.000 +106 1811505.500 +107 1487139.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,XGBoost,0.8763730525970459,"96 518833.59375 +97 493268.12500 +98 534840.68750 +99 534853.81250 +100 535399.93750 +101 535898.62500 +102 534844.18750 +103 534855.43750 +104 541419.43750 +105 420999.37500 +106 423580.50000 +107 534840.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,XGBoost,1.2347421646118164,"96 220342.296875 +97 220077.953125 +98 220337.234375 +99 220337.234375 +100 220342.296875 +101 196392.812500 +102 196218.250000 +103 196508.000000 +104 196507.921875 +105 196150.515625 +106 196417.500000 +107 220337.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ITR,XGBoost,1.2482268810272217,"94 5603.245117 +95 1016.163086 +96 755.446594 +97 3142.399902 +98 7596.218262 +99 10527.574219 +100 2601.032715 +101 2650.106934 +102 2417.633301 +103 39025.027344 +104 6301.617676 +105 6365.321777 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Transferencias LC 61_1989,Prophet,2.4423344135284424,"96 14502.222656 +97 14456.262695 +98 14457.395508 +99 14447.423828 +100 14458.621094 +101 14472.181641 +102 14458.935547 +103 14458.621094 +104 14458.621094 +105 14458.777344 +106 14472.085938 +107 14452.219727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,IPTU,XGBoost,2.189836263656616,"92 6515.670410 +93 7902.493164 +94 26130.564453 +95 28120.863281 +96 30791.019531 +97 10913.516602 +98 10872.180664 +99 6235.648926 +100 9176.364258 +101 12474.361328 +102 18094.466797 +103 10687.434570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ISS,SARIMAX,1.243288516998291,"92 60286.613281 +93 60286.613281 +94 72660.109375 +95 60286.613281 +96 60286.613281 +97 60285.859375 +98 60307.261719 +99 60523.421875 +100 60507.117188 +101 60507.117188 +102 60507.117188 +103 60507.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ITBI,SARIMAX,1.4573421478271484,"92 46961.007812 +93 42646.203125 +94 46930.730469 +95 43510.601562 +96 47512.484375 +97 46961.007812 +98 42058.886719 +99 47512.484375 +100 48011.160156 +101 47512.484375 +102 46930.730469 +103 47512.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,IRRF,Prophet,1.9437201023101807,"92 113794.773438 +93 113791.648438 +94 127006.257812 +95 127006.257812 +96 127006.257812 +97 127006.257812 +98 127283.335938 +99 151685.906250 +100 126609.140625 +101 127283.335938 +102 127283.335938 +103 151685.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do FPM,XGBoost,1.3935961723327637,"92 1355663.500 +93 1811506.625 +94 1444574.250 +95 1355663.500 +96 1773111.125 +97 1355663.500 +98 1811506.625 +99 1355663.500 +100 1471359.000 +101 1444564.750 +102 1811506.625 +103 1811506.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,XGBoost,1.1436479091644287,"92 728422.6875 +93 786100.0000 +94 783003.5625 +95 783962.0000 +96 892411.0000 +97 692439.8125 +98 894834.6250 +99 786320.6250 +100 606991.8750 +101 737330.9375 +102 829134.6875 +103 783224.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,MLP,1.7763392925262451,"92 192610.949906 +93 71646.210730 +94 99243.410711 +95 119895.216851 +96 119523.091524 +97 77091.091985 +98 59303.851701 +99 59992.523472 +100 49421.551410 +101 45588.288560 +102 51943.586331 +103 345975.940719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ITR,SES,1.2325770854949951,"91 288.099762 +92 1058.356201 +93 815.223572 +94 648.148804 +95 1084.562012 +96 1026.035645 +97 1066.178223 +98 854.303162 +99 5889.569824 +100 19667.595703 +101 -38.869881 +102 616.107239 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Transferencias LC 61_1989,MLP,1.2907845973968506,"80 3315.648224 +81 2642.637546 +82 2394.762763 +83 2279.851911 +84 2347.309679 +85 -65193.834921 +86 45762.594023 +87 527.095590 +88 -228.313242 +89 -777.333239 +90 -798.366204 +91 -1481.099119 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,IPTU,XGBoost,2.6716465950012207,"96 7008.067871 +97 7747.268066 +98 88048.632812 +99 519605.250000 +100 111419.585938 +101 111419.585938 +102 55970.015625 +103 3773.828125 +104 4830.435547 +105 3302.348389 +106 258.712708 +107 -676.035095 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ISS,SARIMAX,1.308126449584961,"96 327300.1875 +97 327300.1875 +98 321581.1250 +99 321581.1250 +100 327300.1875 +101 327300.1875 +102 327490.1875 +103 327300.1875 +104 327490.1875 +105 327490.1875 +106 327490.1875 +107 327490.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ITBI,XGBoost,1.57735276222229,"96 56138.101562 +97 101285.031250 +98 70796.406250 +99 73990.820312 +100 61638.289062 +101 66189.460938 +102 62607.570312 +103 85491.734375 +104 85491.734375 +105 97316.750000 +106 63643.992188 +107 96901.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,IRRF,Prophet,1.5720033645629883,"96 135304.656250 +97 135304.656250 +98 135304.656250 +99 135304.656250 +100 135304.656250 +101 135304.656250 +102 135304.656250 +103 155367.984375 +104 155367.984375 +105 160304.125000 +106 160304.125000 +107 160304.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do FPM,XGBoost,1.4657227993011475,"94 1644318.250 +95 1811506.125 +96 1396953.625 +97 1644318.250 +98 1803695.000 +99 1644318.250 +100 1811506.125 +101 1644318.250 +102 1596611.875 +103 1596611.875 +104 1810735.125 +105 1811506.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,MLP,1.2115046977996826,"96 1.216953e+06 +97 1.228049e+06 +98 1.221884e+06 +99 1.207040e+06 +100 1.204660e+06 +101 1.177135e+06 +102 1.170901e+06 +103 1.164045e+06 +104 1.152489e+06 +105 1.145731e+06 +106 1.140501e+06 +107 1.140297e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,1.665191650390625,"96 9.730107e+05 +97 2.515363e+05 +98 2.926891e+05 +99 5.479210e+05 +100 3.831438e+05 +101 1.901846e+05 +102 1.567279e+05 +103 1.766309e+05 +104 1.584321e+05 +105 1.445670e+05 +106 1.483416e+05 +107 1.595949e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do ITR,HWES,1.6762795448303223,"94 292.740540 +95 243.196808 +96 4907.341309 +97 393.544281 +98 393.544281 +99 1245.562744 +100 534.446167 +101 538.595276 +102 3102.924561 +103 16561.744141 +104 850.515259 +105 872.060242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Transferencias LC 61_1989,XGBoost,1.301997423171997,"96 12946.044922 +97 13140.281250 +98 10728.376953 +99 9532.718750 +100 12666.223633 +101 13896.678711 +102 12175.116211 +103 13128.725586 +104 12257.123047 +105 9608.152344 +106 13164.202148 +107 12176.231445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,IPTU,AR,1.3683605194091797,"81 15958.555664 +82 14714.921875 +83 15110.420898 +84 14675.463867 +85 16172.388672 +86 43238.027344 +87 42902.246094 +88 15207.365234 +89 15372.298828 +90 15046.438477 +91 15042.194336 +92 43242.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ISS,SARIMAX,2.418745994567871,"84 27987.402344 +85 27819.664062 +86 27877.470703 +87 28007.154297 +88 27906.636719 +89 28544.560547 +90 27878.742188 +91 28007.154297 +92 27706.005859 +93 33922.316406 +94 28877.541016 +95 34464.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ITBI,HWES,1.3710930347442627,"78 8174.852539 +79 9459.426758 +80 8803.337891 +81 9415.572266 +82 8820.662109 +83 9198.919922 +84 9242.524414 +85 10023.741211 +86 6217.551270 +87 6177.206543 +88 6057.583008 +89 5230.313965 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,IRRF,MLP,1.8177409172058105,"45 31173.917602 +46 34568.389560 +47 41918.151399 +48 36081.080939 +49 38031.768326 +50 78219.584851 +51 41843.863947 +52 41428.901082 +53 39582.039234 +54 43956.951252 +55 44647.951207 +56 54821.956710 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do FPM,AR,1.334326982498169,"84 1.234241e+06 +85 1.884029e+06 +86 1.109307e+06 +87 1.226688e+06 +88 1.234109e+06 +89 1.247514e+06 +90 1.234109e+06 +91 1.109307e+06 +92 1.109180e+06 +93 9.604014e+05 +94 1.234109e+06 +95 1.884029e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,HWES,2.009650707244873,"84 518633.53125 +85 518239.75000 +86 518312.40625 +87 518931.90625 +88 518933.81250 +89 518635.09375 +90 518930.93750 +91 518933.59375 +92 518930.40625 +93 518933.81250 +94 518931.90625 +95 518931.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,AR,0.8807098865509033,"79 35771.421875 +80 34288.656250 +81 38198.046875 +82 53246.156250 +83 39824.910156 +84 28846.408203 +85 28844.279297 +86 24480.167969 +87 24518.041016 +88 17238.017578 +89 16862.750000 +90 75186.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ITR,XGBoost,1.6257991790771484,"47 110.808716 +48 98.419891 +49 161.749741 +50 -23.595762 +51 63.858379 +52 106.150856 +53 17.919550 +54 -82868.851562 +55 136.544937 +56 130.369095 +57 17.995356 +58 108.092522 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Transferencias LC 61_1989,SARIMAX,1.5425832271575928,"72 2591.044189 +73 2551.011963 +74 2551.585693 +75 2536.542969 +76 2545.178955 +77 2551.151855 +78 2580.508301 +79 2558.139893 +80 2561.858643 +81 5148.449707 +82 2558.139893 +83 5148.449707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,IPTU,HWES,2.0082015991210938,"106 38980.148438 +107 40785.750000 +108 25292.845703 +109 41715.265625 +110 36813.234375 +111 38156.984375 +112 196626.312500 +113 692666.062500 +114 49495.882812 +115 40509.800781 +116 39323.480469 +117 50867.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ISS,SARIMAX,1.3729801177978516,"108 120476.804688 +109 121283.492188 +110 121283.445312 +111 120476.804688 +112 120476.804688 +113 120476.804688 +114 120476.804688 +115 119674.421875 +116 120476.804688 +117 120476.804688 +118 120476.804688 +119 120476.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ITBI,HWES,1.3832032680511475,"108 55737.753906 +109 45746.054688 +110 55033.453125 +111 45458.300781 +112 58563.296875 +113 47956.687500 +114 47992.269531 +115 46779.343750 +116 45383.847656 +117 44183.625000 +118 46040.660156 +119 48703.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,IRRF,SARIMAX,1.4058730602264404,"108 150664.656250 +109 104000.570312 +110 95353.960938 +111 150669.093750 +112 95412.851562 +113 95412.851562 +114 95412.851562 +115 95413.085938 +116 95412.851562 +117 150669.093750 +118 95353.960938 +119 150622.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do FPM,SARIMAX,1.357450008392334,"108 2082221.125 +109 2525024.500 +110 1533520.875 +111 1596888.250 +112 2082226.250 +113 1853971.500 +114 2082226.250 +115 1533520.875 +116 1533520.875 +117 1334436.500 +118 2525024.500 +119 2525024.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,HWES,1.3578410148620605,"108 1340464.125 +109 1310988.500 +110 1316182.750 +111 1325140.750 +112 1350594.375 +113 1321833.000 +114 1324808.250 +115 1388291.375 +116 1388291.625 +117 1350689.500 +118 1321494.250 +119 1350432.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,MLP,2.4816997051239014,"108 460896.065746 +109 149338.818937 +110 226114.708558 +111 323020.628708 +112 247638.873084 +113 126722.408631 +114 95764.165453 +115 93265.495482 +116 72161.112291 +117 67536.013348 +118 62928.664949 +119 356434.802287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ITR,XGBoost,1.6092333793640137,"83 112.838715 +84 339.801086 +85 1235.027100 +86 3564.345703 +87 460.742462 +88 2581.486572 +89 3763.257568 +90 10708.273438 +91 436.763367 +92 817.559814 +93 837.814636 +94 8678.837891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Transferencias LC 61_1989,XGBoost,0.7827756404876709,"48 8408.657227 +49 9939.933594 +50 8921.486328 +51 9054.110352 +52 9034.059570 +53 8971.640625 +54 8952.142578 +55 8906.207031 +56 9053.199219 +57 8488.250000 +58 8921.486328 +59 9771.495117 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,1.1738412380218506,"94 13387.342773 +95 11459.041992 +96 48921.820312 +97 51427.757812 +98 13464.628906 +99 27131.830078 +100 27131.830078 +101 20232.880859 +102 20232.880859 +103 27131.830078 +104 13380.931641 +105 24343.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ISS,HWES,1.8936727046966553,"96 93110.554688 +97 79395.140625 +98 81882.906250 +99 69071.234375 +100 83722.101562 +101 86206.601562 +102 83576.187500 +103 83576.187500 +104 83576.187500 +105 63705.148438 +106 86255.507812 +107 63075.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ITBI,MLP,1.4536242485046387,"95 12708.419632 +96 12363.402723 +97 10267.614918 +98 9880.905433 +99 7453.217780 +100 8846.108659 +101 7417.954721 +102 9778.215247 +103 10128.404303 +104 7745.151513 +105 8850.320288 +106 6393.025266 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,IRRF,SARIMAX,1.8081624507904053,"96 66990.937500 +97 94706.148438 +98 66990.937500 +99 74166.593750 +100 74166.593750 +101 74166.593750 +102 74166.593750 +103 74166.593750 +104 74166.593750 +105 74166.593750 +106 66990.937500 +107 66990.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do FPM,XGBoost,1.3466379642486572,"96 1588782.000 +97 1811506.375 +98 1501448.500 +99 1588782.000 +100 1797766.875 +101 1588782.000 +102 1811506.375 +103 1588782.000 +104 1585292.250 +105 1386874.250 +106 1811506.375 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,XGBoost,1.184340238571167,"96 593467.3750 +97 672472.5000 +98 668302.3750 +99 656917.1875 +100 656022.6875 +101 656917.1875 +102 644869.8750 +103 657880.5625 +104 644869.8750 +105 651905.2500 +106 558555.3750 +107 662792.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,HWES,1.624039649963379,"96 143062.750000 +97 52166.796875 +98 90543.820312 +99 143058.703125 +100 148879.218750 +101 43650.695312 +102 48142.589844 +103 15731.919922 +104 13611.515625 +105 13611.515625 +106 11489.319336 +107 143062.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do ITR,XGBoost,1.8156590461730957,"95 10029.220703 +96 3067.575928 +97 1750.646484 +98 5878.664551 +99 5238.881348 +100 4991.735840 +101 5039.091797 +102 4959.375977 +103 5331.822266 +104 5517.062012 +105 120829.507812 +106 3676.501953 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Transferencias LC 61_1989,XGBoost,2.358968734741211,"96 3293.145752 +97 3277.818359 +98 3541.798584 +99 3237.563965 +100 3187.624512 +101 3181.923828 +102 3178.817871 +103 3159.143066 +104 3292.131836 +105 3242.289551 +106 3150.573242 +107 3159.143066 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,IPTU,MLP,1.7831697463989258,"94 46950.610846 +95 53945.046112 +96 51193.669225 +97 51003.048648 +98 57533.880603 +99 56459.326224 +100 63318.299361 +101 313682.911150 +102 132915.653476 +103 102755.021093 +104 60819.113123 +105 63586.763443 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ISS,SARIMAX,1.2442097663879395,"96 165401.109375 +97 120699.539062 +98 120654.929688 +99 120426.117188 +100 120699.539062 +101 120699.539062 +102 120699.539062 +103 120395.828125 +104 120395.828125 +105 120699.539062 +106 120699.539062 +107 165401.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ITBI,SARIMAX,1.186601161956787,"96 202593.421875 +97 202082.093750 +98 210289.140625 +99 210670.187500 +100 205932.187500 +101 210217.906250 +102 205932.187500 +103 205843.437500 +104 204423.750000 +105 210289.140625 +106 201437.718750 +107 205932.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,IRRF,XGBoost,1.5252392292022705,"96 93449.664062 +97 102373.328125 +98 101729.875000 +99 102543.171875 +100 274732.687500 +101 274783.312500 +102 274732.687500 +103 279959.468750 +104 274762.312500 +105 279961.656250 +106 279959.375000 +107 279959.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do FPM,XGBoost,1.4413366317749023,"96 1601546.25 +97 1811506.75 +98 1472299.75 +99 1601546.25 +100 1804259.25 +101 1601546.25 +102 1811506.75 +103 1601546.25 +104 1558549.25 +105 1360735.25 +106 1811501.25 +107 1811506.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,SARIMAX,1.2341573238372803,"96 9.271614e+05 +97 1.008976e+06 +98 1.084998e+06 +99 1.015854e+06 +100 1.094350e+06 +101 1.013491e+06 +102 1.015854e+06 +103 9.305900e+05 +104 1.016419e+06 +105 9.901532e+05 +106 9.876300e+05 +107 1.076943e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,MLP,1.7651822566986084,"96 312484.532250 +97 117596.364829 +98 145799.125950 +99 233351.006583 +100 204407.811793 +101 110813.103826 +102 89271.191736 +103 239465.632170 +104 84621.448884 +105 83383.123771 +106 84363.661008 +107 433875.544859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do ITR,MLP,2.2120988368988037,"93 17455.097669 +94 18749.932891 +95 25154.904475 +96 21282.226707 +97 22032.846988 +98 22871.977544 +99 24663.763162 +100 32155.551443 +101 83025.819068 +102 215553.794940 +103 42854.012231 +104 44152.669345 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Transferencias LC 61_1989,XGBoost,1.4027915000915527,"96 9760.224609 +97 9881.824219 +98 8083.814453 +99 10039.291992 +100 8872.093750 +101 9829.439453 +102 8891.431641 +103 10639.992188 +104 9955.900391 +105 9791.835938 +106 10590.963867 +107 8905.763672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,SARIMAX,1.520587682723999,"107 7579.759277 +108 16231.594727 +109 6294.393066 +110 8714.207031 +111 6337.045410 +112 5959.763672 +113 8642.366211 +114 5350.750977 +115 5851.013184 +116 17132.472656 +117 5373.047363 +118 8654.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,SARIMAX,1.573096513748169,"96 58324.960938 +97 59070.269531 +98 65186.875000 +99 66679.085938 +100 66679.085938 +101 54110.675781 +102 59798.792969 +103 63798.007812 +104 63115.261719 +105 61556.148438 +106 62010.453125 +107 63798.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,SES,2.1855552196502686,"106 11844.943359 +107 10579.970703 +108 9986.947266 +109 10733.428711 +110 1734.527588 +111 12025.457031 +112 21081.265625 +113 38135.773438 +114 23847.871094 +115 35033.367188 +116 1642.907471 +117 6871.155762 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,IRRF,XGBoost,0.9010133743286133,"108 8788.287109 +109 80520.507812 +110 76133.796875 +111 95440.015625 +112 95440.015625 +113 100055.625000 +114 97104.000000 +115 97356.898438 +116 97356.898438 +117 97356.898438 +118 76133.796875 +119 97104.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do FPM,SARIMAX,1.083153486251831,"108 1.304376e+06 +109 1.893768e+06 +110 1.073329e+06 +111 1.184106e+06 +112 1.304376e+06 +113 1.316320e+06 +114 1.310176e+06 +115 1.073329e+06 +116 1.084527e+06 +117 1.043477e+06 +118 1.304376e+06 +119 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,HWES,1.2678422927856445,"108 897483.3750 +109 895172.0000 +110 897925.5625 +111 896059.6875 +112 897892.8125 +113 892578.0625 +114 896059.6875 +115 897827.6875 +116 896059.6875 +117 810818.6875 +118 897483.3750 +119 810818.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,XGBoost,1.866410255432129,"108 1152.670410 +109 2171.123047 +110 1476.975342 +111 1352.455322 +112 921.831970 +113 15938.479492 +114 13756.297852 +115 17380.068359 +116 14519.203125 +117 8047.015137 +118 4228.361816 +119 4001.937744 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ITR,XGBoost,1.8733296394348145,"40 -26586.646484 +41 -10763.129883 +42 -7285.944336 +43 -7609.895020 +44 24476.406250 +45 -2586.797119 +46 -2586.797119 +47 -2586.797119 +48 -9085.847656 +49 -5094.840820 +50 -9085.847656 +51 -5094.840820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Transferencias LC 61_1989,SES,0.9479532241821289,"34 7229.835938 +35 6659.540039 +36 7287.092285 +37 7438.465820 +38 7287.303711 +39 7290.541992 +40 7284.658203 +41 7372.138184 +42 7372.332031 +43 7314.865234 +44 7372.120605 +45 7377.384277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,MLP,2.1637723445892334,"83 37851.618386 +84 37996.326991 +85 68275.342223 +86 147747.877957 +87 33266.929433 +88 34559.763559 +89 33673.623966 +90 34523.184266 +91 30953.832264 +92 33502.035552 +93 35969.427826 +94 41355.440191 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,SES,1.3617727756500244,"89 55801.457031 +90 53183.980469 +91 59696.320312 +92 54734.867188 +93 55810.402344 +94 55810.402344 +95 56735.730469 +96 51444.753906 +97 51441.558594 +98 51448.656250 +99 51433.960938 +100 51433.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,SES,1.7285981178283691,"89 27322.453125 +90 27617.082031 +91 18878.175781 +92 18251.958984 +93 18038.250000 +94 21587.117188 +95 16963.015625 +96 17301.005859 +97 13186.338867 +98 16849.976562 +99 21741.183594 +100 30028.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,IRRF,XGBoost,2.1708014011383057,"88 189859.218750 +89 189859.328125 +90 189859.859375 +91 189859.859375 +92 189859.859375 +93 189859.859375 +94 189859.187500 +95 189859.859375 +96 189859.859375 +97 189859.859375 +98 189859.859375 +99 189859.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do FPM,SES,1.8017637729644775,"89 1218191.250 +90 1738066.500 +91 1213754.000 +92 1622493.250 +93 1702996.375 +94 1626244.125 +95 1706300.750 +96 1245418.625 +97 1245418.625 +98 1245418.625 +99 1706303.500 +100 1833019.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,XGBoost,1.7923612594604492,"89 6.740851e+05 +90 6.835549e+05 +91 8.570334e+05 +92 8.388216e+05 +93 1.042361e+06 +94 8.448872e+05 +95 8.388216e+05 +96 1.046818e+06 +97 1.046818e+06 +98 8.388216e+05 +99 1.042361e+06 +100 9.543641e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,AR,1.7216455936431885,"89 228609.187500 +90 70687.968750 +91 70482.804688 +92 70482.804688 +93 69121.601562 +94 37853.613281 +95 38427.312500 +96 22645.367188 +97 42816.414062 +98 43098.050781 +99 43061.960938 +100 182925.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ITR,XGBoost,1.4316577911376953,"88 877.836243 +89 1032.007690 +90 235.060745 +91 232.837326 +92 233.282974 +93 233.282974 +94 508.827698 +95 877.275330 +96 2553.979248 +97 1536.148315 +98 77.825554 +99 79.357834 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,IPTU,XGBoost,1.9474518299102783,"98 -308.023773 +99 1055.885498 +100 1079.300049 +101 1079.300049 +102 1079.300049 +103 651.071960 +104 630.096619 +105 807.368713 +106 7212.733887 +107 60642.656250 +108 8893.766602 +109 7888.165527 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ISS,XGBoost,2.0626437664031982,"108 6823.820312 +109 20773.656250 +110 19390.574219 +111 23869.148438 +112 22968.273438 +113 22983.048828 +114 20042.839844 +115 23276.287109 +116 23261.511719 +117 17337.105469 +118 20190.417969 +119 23246.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ITBI,XGBoost,1.3582310676574707,"103 34220.296875 +104 5798.165527 +105 4925.684082 +106 21075.316406 +107 18361.951172 +108 6379.538574 +109 23461.560547 +110 19743.693359 +111 6299.482422 +112 23321.675781 +113 19761.792969 +114 24336.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,IRRF,Prophet,2.07181978225708,"107 42807.187500 +108 77949.718750 +109 78033.382812 +110 73281.515625 +111 73237.632812 +112 73273.984375 +113 73273.984375 +114 73273.984375 +115 73281.515625 +116 73283.867188 +117 73273.984375 +118 78033.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do FPM,SARIMAX,1.5636587142944336,"108 8.097588e+05 +109 1.893769e+06 +110 8.130603e+05 +111 9.800939e+05 +112 1.379363e+06 +113 1.423823e+06 +114 1.374416e+06 +115 8.082029e+05 +116 8.078533e+05 +117 7.637559e+05 +118 1.379363e+06 +119 2.013120e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,XGBoost,1.249607801437378,"107 842384.1250 +108 840538.4375 +109 841723.3125 +110 843523.1875 +111 840408.3125 +112 843522.9375 +113 843523.1875 +114 840408.3125 +115 840408.3125 +116 843207.3125 +117 843522.9375 +118 838365.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,SARIMAX,0.8821568489074707,"65 33704.503906 +66 33704.503906 +67 28847.806641 +68 83348.687500 +69 82860.742188 +70 88707.984375 +71 83285.585938 +72 49078.062500 +73 55633.902344 +74 110235.390625 +75 91092.000000 +76 110149.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do ITR,XGBoost,1.6744229793548584,"85 3425.939941 +86 3606.899902 +87 3552.536133 +88 258.838501 +89 240.055466 +90 239.660599 +91 3553.359619 +92 59.403500 +93 329.369019 +94 155705.187500 +95 294.537842 +96 3553.359619 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Transferencias LC 61_1989,XGBoost,1.485016107559204,"106 5168.016602 +107 5446.728027 +108 5801.296387 +109 5500.138184 +110 5556.138184 +111 5529.444336 +112 5553.535645 +113 5631.133301 +114 6134.521484 +115 5751.484863 +116 6334.715820 +117 5736.375488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,IPTU,MLP,1.8075308799743652,"108 43213.089889 +109 41096.287084 +110 264321.043376 +111 46770.963381 +112 30268.531819 +113 38975.034841 +114 37162.989960 +115 50249.516908 +116 32421.326485 +117 46399.744432 +118 28620.669249 +119 40426.085676 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ISS,SARIMAX,2.1703310012817383,"108 32721.527344 +109 33289.925781 +110 30741.193359 +111 33248.332031 +112 33584.984375 +113 33584.984375 +114 33020.300781 +115 30739.732422 +116 33020.300781 +117 30749.404297 +118 33618.472656 +119 30739.732422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ITBI,HWES,1.900639533996582,"107 22359.371094 +108 21705.595703 +109 21268.289062 +110 21554.601562 +111 21554.601562 +112 71339.312500 +113 71427.546875 +114 38326.445312 +115 22056.134766 +116 21459.238281 +117 21604.982422 +118 21971.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,IRRF,XGBoost,1.277759313583374,"108 132083.640625 +109 132083.640625 +110 132083.640625 +111 132083.640625 +112 132083.640625 +113 132083.640625 +114 132083.640625 +115 132083.640625 +116 132083.640625 +117 132083.640625 +118 132083.640625 +119 132083.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do FPM,SARIMAX,1.2888665199279785,"108 1.318919e+06 +109 1.893769e+06 +110 1.049822e+06 +111 1.172338e+06 +112 1.318920e+06 +113 1.288720e+06 +114 1.318920e+06 +115 1.049822e+06 +116 1.048506e+06 +117 1.006730e+06 +118 1.318920e+06 +119 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,HWES,1.2028522491455078,"108 831916.8125 +109 675447.0625 +110 673903.9375 +111 697010.0625 +112 719000.5000 +113 676369.0625 +114 693694.7500 +115 706846.0625 +116 727148.1875 +117 719257.2500 +118 696931.4375 +119 707370.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,MLP,1.8379766941070557,"107 208750.731346 +108 64933.613739 +109 125148.293661 +110 160016.952765 +111 117846.032601 +112 54998.942713 +113 55356.856439 +114 41095.478983 +115 38715.076612 +116 38036.748973 +117 39162.107612 +118 205241.370457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do ITR,SARIMAX,1.890472412109375,"102 9735.049805 +103 9843.459961 +104 9760.733398 +105 9816.161133 +106 9735.049805 +107 10149.853516 +108 9837.830078 +109 10011.416016 +110 17842.308594 +111 17324.097656 +112 10244.097656 +113 17836.091797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Transferencias LC 61_1989,SARIMAX,1.3153679370880127,"60 5219.330566 +61 5612.523926 +62 5404.394043 +63 5513.659668 +64 5504.697266 +65 5502.168457 +66 5902.745605 +67 5504.696777 +68 5510.574707 +69 5447.010254 +70 5404.394043 +71 6495.005371 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,IPTU,HWES,1.3663756847381592,"105 13159.161133 +106 9219.348633 +107 5412.900879 +108 4146.176270 +109 4167.403320 +110 2189.306641 +111 15521.794922 +112 7257.825684 +113 4189.025391 +114 7257.825684 +115 15959.074219 +116 15959.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ISS,SES,1.35225248336792,"108 15892.626953 +109 18916.693359 +110 17679.064453 +111 16145.756836 +112 18346.974609 +113 15034.748047 +114 15452.109375 +115 13824.642578 +116 17321.800781 +117 17321.800781 +118 16145.756836 +119 17321.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ITBI,XGBoost,1.610297441482544,"107 7259.709473 +108 7451.290039 +109 5170.240723 +110 4928.799805 +111 5077.599609 +112 7250.984863 +113 5734.869629 +114 15280.424805 +115 13893.293945 +116 2296.173096 +117 1609.135254 +118 2224.009277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,IRRF,XGBoost,1.3901278972625732,"108 35659.386719 +109 21924.978516 +110 35659.386719 +111 35659.386719 +112 36224.570312 +113 36224.570312 +114 36224.570312 +115 36306.242188 +116 36306.242188 +117 36306.242188 +118 36306.242188 +119 36035.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do FPM,SARIMAX,1.2338290214538574,"108 1.001024e+06 +109 1.192495e+06 +110 1.088192e+06 +111 1.191498e+06 +112 1.110716e+06 +113 1.198713e+06 +114 1.195262e+06 +115 1.123183e+06 +116 1.090276e+06 +117 1.090276e+06 +118 9.909722e+05 +119 1.110798e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,HWES,1.284067153930664,"108 584654.8750 +109 706926.5000 +110 624650.6875 +111 585273.2500 +112 583683.8125 +113 584654.8750 +114 582933.0625 +115 585273.2500 +116 585273.8750 +117 585273.8750 +118 583683.8125 +119 587632.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,XGBoost,1.578498363494873,"108 3826.429199 +109 16688.162109 +110 16028.035156 +111 16535.232422 +112 13646.589844 +113 42770.046875 +114 15677.815430 +115 31007.271484 +116 32049.646484 +117 27321.960938 +118 27827.050781 +119 29582.564453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ITR,XGBoost,2.355970621109009,"75 105.616249 +76 99.085480 +77 143.426575 +78 895.742798 +79 2006.125854 +80 2505.673584 +81 2846.537354 +82 1759.030273 +83 1758.567383 +84 1758.557373 +85 1758.673584 +86 1759.030273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Transferencias LC 61_1989,XGBoost,1.9863307476043701,"48 5539.504395 +49 6327.156738 +50 5902.177246 +51 6002.270020 +52 5893.957520 +53 6001.866699 +54 6009.050781 +55 5987.884766 +56 6111.256348 +57 5952.727051 +58 5987.630371 +59 5454.162598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,IPTU,SARIMAX,1.805431604385376,"91 2884.940430 +92 2985.366455 +93 3513.986084 +94 3811.382080 +95 3848.380127 +96 3266.026855 +97 4209.668457 +98 5672.082031 +99 2567.802490 +100 2980.994873 +101 2734.859619 +102 3097.516602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ISS,SARIMAX,1.0247631072998047,"96 171924.09375 +97 177483.46875 +98 174574.18750 +99 175000.56250 +100 144682.56250 +101 175062.21875 +102 144682.56250 +103 177963.12500 +104 173171.37500 +105 177963.12500 +106 143313.06250 +107 144682.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ITBI,XGBoost,1.2467496395111084,"87 10468.735352 +88 13612.970703 +89 22524.248047 +90 15079.541992 +91 19215.048828 +92 19107.726562 +93 17746.296875 +94 16107.067383 +95 16376.155273 +96 15816.996094 +97 10605.380859 +98 15088.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,IRRF,SARIMAX,1.4362385272979736,"96 101614.156250 +97 87457.023438 +98 85829.992188 +99 93107.062500 +100 101614.500000 +101 101614.500000 +102 101614.500000 +103 101614.500000 +104 111347.843750 +105 119888.554688 +106 111347.843750 +107 119888.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do FPM,XGBoost,1.3248586654663086,"96 1811123.250 +97 1811506.375 +98 1524777.250 +99 1811123.250 +100 1811502.750 +101 1811123.250 +102 1811506.375 +103 1811123.250 +104 1645363.500 +105 1681040.375 +106 1811502.750 +107 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,Prophet,1.2607831954956055,"96 364402.87500 +97 470649.06250 +98 417019.90625 +99 336548.75000 +100 419341.34375 +101 337359.06250 +102 340147.21875 +103 385265.06250 +104 339916.90625 +105 342186.00000 +106 342023.40625 +107 432141.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,XGBoost,1.2774078845977783,"96 98103.890625 +97 74603.000000 +98 87119.351562 +99 96573.445312 +100 87027.070312 +101 73072.546875 +102 73072.546875 +103 73072.546875 +104 71607.984375 +105 72754.500000 +106 72752.273438 +107 174313.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ITR,XGBoost,2.0967178344726562,"94 8573.798828 +95 3902.065430 +96 4261.660156 +97 4261.660156 +98 4710.957031 +99 4261.660156 +100 4261.660156 +101 3949.790527 +102 16921.833984 +103 17761.705078 +104 7785.858887 +105 7785.858887 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Transferencias LC 61_1989,AR,1.4951579570770264,"96 3916.691162 +97 4392.935059 +98 4167.045410 +99 3892.804688 +100 3616.174805 +101 3923.474609 +102 3639.846191 +103 3932.307373 +104 3873.001709 +105 3916.690430 +106 4591.029297 +107 3534.052002 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,IPTU,SARIMAX,2.1898717880249023,"92 7985.979492 +93 12818.598633 +94 74346.695312 +95 74346.695312 +96 159309.250000 +97 349220.375000 +98 64552.199219 +99 66736.843750 +100 11817.757812 +101 11205.518555 +102 11888.550781 +103 13050.612305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ISS,SARIMAX,1.3014707565307617,"96 350618.8750 +97 350620.0625 +98 350602.7500 +99 350620.5625 +100 350620.5625 +101 350618.8750 +102 350620.5000 +103 350618.8750 +104 350620.5625 +105 350620.5625 +106 350618.8750 +107 350620.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ITBI,SES,1.511561632156372,"96 29099.923828 +97 23739.498047 +98 23683.384766 +99 27041.806641 +100 49271.437500 +101 32503.707031 +102 20021.289062 +103 37553.996094 +104 31395.447266 +105 28658.431641 +106 21139.232422 +107 30019.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,IRRF,XGBoost,1.3029155731201172,"96 260699.890625 +97 261677.609375 +98 262609.031250 +99 262609.031250 +100 262609.031250 +101 262609.031250 +102 262609.031250 +103 262609.031250 +104 262609.031250 +105 262609.031250 +106 382414.718750 +107 262609.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do FPM,SARIMAX,1.2040822505950928,"96 1.349648e+06 +97 1.893768e+06 +98 1.040304e+06 +99 1.202601e+06 +100 1.353014e+06 +101 1.334258e+06 +102 1.353014e+06 +103 1.035444e+06 +104 1.071621e+06 +105 9.908722e+05 +106 1.353014e+06 +107 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,MLP,1.1831438541412354,"96 3.750487e+06 +97 3.691002e+06 +98 3.756623e+06 +99 3.876522e+06 +100 3.936001e+06 +101 3.803348e+06 +102 3.846960e+06 +103 3.875253e+06 +104 3.859627e+06 +105 3.928098e+06 +106 3.750123e+06 +107 3.896054e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,AR,1.9687979221343994,"96 330844.406250 +97 70073.992188 +98 102192.828125 +99 156388.484375 +100 156974.968750 +101 70073.992188 +102 28079.306641 +103 27613.048828 +104 28897.587891 +105 23261.664062 +106 9799.851562 +107 330822.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do ITR,XGBoost,1.3015689849853516,"94 152.692688 +95 108.588737 +96 108.905251 +97 253.331818 +98 43.232471 +99 203.514572 +100 241.127380 +101 253.331818 +102 67968.875000 +103 75743.984375 +104 1374.269287 +105 1480.521240 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Transferencias LC 61_1989,XGBoost,1.2592873573303223,"96 38179.644531 +97 39360.101562 +98 37268.953125 +99 40990.089844 +100 37634.914062 +101 44278.691406 +102 40100.949219 +103 37313.933594 +104 37736.300781 +105 25155.390625 +106 40052.835938 +107 46020.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,IPTU,Prophet,1.05491042137146,"77 1392.589478 +78 913.102295 +79 1877.864746 +80 1807.026123 +81 2073.699219 +82 1141.850220 +83 2023.887451 +84 2572.504150 +85 989.383484 +86 2447.989502 +87 176.736679 +88 131.007874 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ISS,XGBoost,1.9919424057006836,"96 17316.605469 +97 17145.531250 +98 16093.439453 +99 20246.466797 +100 17098.718750 +101 18117.314453 +102 17145.531250 +103 17253.855469 +104 18101.443359 +105 18101.443359 +106 15946.439453 +107 17253.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ITBI,AR,1.5860795974731445,"95 8372.347656 +96 8051.164062 +97 7189.848145 +98 7474.949707 +99 7014.031250 +100 8676.268555 +101 15080.098633 +102 6234.402832 +103 11416.762695 +104 5838.386719 +105 7303.360352 +106 10696.706055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,IRRF,SARIMAX,1.4209997653961182,"96 128249.25 +97 128249.25 +98 128249.25 +99 128249.25 +100 128249.25 +101 128249.25 +102 128249.25 +103 128249.25 +104 128249.25 +105 128249.25 +106 128249.25 +107 128249.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do FPM,SARIMAX,1.1346652507781982,"96 1353531.500 +97 1893768.500 +98 1101619.250 +99 1172215.625 +100 1353539.000 +101 1306735.625 +102 1353539.000 +103 1101619.250 +104 1101619.250 +105 1009451.250 +106 1353539.000 +107 1893768.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,XGBoost,0.9609055519104004,"96 575546.68750 +97 429885.56250 +98 496165.43750 +99 579544.62500 +100 545715.75000 +101 572940.00000 +102 579544.62500 +103 387675.59375 +104 565477.06250 +105 545715.75000 +106 577284.62500 +107 545715.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,XGBoost,2.3743810653686523,"93 76938.406250 +94 76945.765625 +95 204274.265625 +96 204249.812500 +97 204257.171875 +98 204203.828125 +99 204217.796875 +100 204249.812500 +101 204150.765625 +102 204208.281250 +103 204430.890625 +104 204294.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ITR,XGBoost,2.047788143157959,"85 857.946716 +86 875.523254 +87 816.315918 +88 659.848816 +89 776.245544 +90 5501.428223 +91 5997.480957 +92 588.723633 +93 4385.141113 +94 4390.117188 +95 4722.931152 +96 673.228210 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Transferencias LC 61_1989,XGBoost,1.1589820384979248,"60 4222.965332 +61 4740.659668 +62 4731.587891 +63 856.010132 +64 856.586365 +65 856.602356 +66 856.133667 +67 856.586365 +68 856.472107 +69 856.039551 +70 856.586365 +71 856.174805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,IPTU,HWES,1.9185130596160889,"86 62380.457031 +87 62321.132812 +88 253495.562500 +89 741421.062500 +90 164834.781250 +91 152981.796875 +92 153054.859375 +93 152982.953125 +94 70678.125000 +95 62380.910156 +96 62380.738281 +97 70661.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ISS,SES,1.365480899810791,"96 129615.601562 +97 145676.968750 +98 124499.507812 +99 79584.554688 +100 79389.398438 +101 119520.476562 +102 116103.546875 +103 116103.546875 +104 124499.507812 +105 106439.023438 +106 96214.148438 +107 91952.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ITBI,XGBoost,1.3707563877105713,"96 50467.839844 +97 39896.156250 +98 50467.835938 +99 43462.761719 +100 39851.632812 +101 44140.171875 +102 43317.253906 +103 43553.992188 +104 43536.265625 +105 43250.320312 +106 44759.652344 +107 44757.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,IRRF,Prophet,2.2137691974639893,"95 183556.734375 +96 96700.109375 +97 172695.500000 +98 172695.421875 +99 96737.343750 +100 96737.343750 +101 96720.109375 +102 96737.343750 +103 172695.421875 +104 183227.484375 +105 172695.421875 +106 183556.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do FPM,SARIMAX,1.2730441093444824,"96 1697929.750 +97 2525024.750 +98 1443380.500 +99 1535174.625 +100 1697938.500 +101 1669331.500 +102 1697938.500 +103 1443380.500 +104 1443380.500 +105 1291018.500 +106 1697938.500 +107 2525024.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,HWES,1.2012624740600586,"96 847449.7500 +97 706652.1250 +98 777407.8125 +99 824857.6875 +100 894934.7500 +101 873638.6250 +102 824857.6875 +103 894898.7500 +104 844930.1250 +105 882720.6250 +106 874588.1875 +107 882720.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,XGBoost,2.441429376602173,"96 230167.750000 +97 123993.031250 +98 117315.117188 +99 230167.750000 +100 207190.921875 +101 87811.898438 +102 69568.710938 +103 92363.875000 +104 28894.269531 +105 21450.576172 +106 17763.333984 +107 207037.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do ITR,SARIMAX,1.6846106052398682,"83 195.661575 +84 1292.256226 +85 151.239334 +86 123.960487 +87 121.241730 +88 114.301834 +89 112.930641 +90 149.200562 +91 120.342262 +92 1658.068359 +93 1731.096680 +94 1236.971924 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Transferencias LC 61_1989,AR,1.0015380382537842,"48 7622.836426 +49 7549.584961 +50 7663.312012 +51 7668.052734 +52 7757.019043 +53 7847.402344 +54 7747.536133 +55 7663.398926 +56 7703.325195 +57 6906.766113 +58 7663.398926 +59 7668.256348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,XGBoost,1.6448705196380615,"85 463.732697 +86 941.389954 +87 500.795685 +88 895.963989 +89 851.884766 +90 895.988403 +91 2304.286133 +92 2389.188477 +93 1216.064941 +94 657.634460 +95 584.837402 +96 1487.255493 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,XGBoost,1.5664880275726318,"95 52386.414062 +96 51624.343750 +97 50605.257812 +98 50605.617188 +99 52778.390625 +100 50605.257812 +101 52789.625000 +102 52778.390625 +103 50605.617188 +104 50605.617188 +105 50614.949219 +106 52798.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,XGBoost,1.2955358028411865,"83 1800.147095 +84 1844.207642 +85 6357.075195 +86 3114.947998 +87 1816.723633 +88 5345.971680 +89 3284.798828 +90 2554.048340 +91 5389.147461 +92 5345.967773 +93 5356.969727 +94 6824.838867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,IRRF,XGBoost,2.2098238468170166,"96 133948.781250 +97 133557.265625 +98 133862.328125 +99 134200.703125 +100 134200.703125 +101 133645.000000 +102 134200.703125 +103 133645.000000 +104 134200.703125 +105 133645.000000 +106 134200.703125 +107 133862.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do FPM,SARIMAX,1.35591459274292,"96 1.280357e+06 +97 1.893769e+06 +98 1.027629e+06 +99 1.176301e+06 +100 1.281341e+06 +101 1.278788e+06 +102 1.281474e+06 +103 1.027629e+06 +104 1.027770e+06 +105 9.622922e+05 +106 1.281341e+06 +107 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,XGBoost,1.3941540718078613,"95 312267.43750 +96 284232.37500 +97 277738.12500 +98 295902.25000 +99 323073.21875 +100 319578.75000 +101 323813.43750 +102 315084.96875 +103 315084.96875 +104 308414.56250 +105 319578.68750 +106 308414.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,AR,2.2018895149230957,"94 58807.601562 +95 53614.628906 +96 53614.628906 +97 65854.968750 +98 59814.156250 +99 35588.550781 +100 18447.707031 +101 18115.507812 +102 30319.931641 +103 17840.279297 +104 17936.908203 +105 60212.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ITR,XGBoost,1.3341662883758545,"70 250.990128 +71 250.990128 +72 226.013000 +73 320.799652 +74 270.722656 +75 260.886688 +76 676.705261 +77 298.521301 +78 238.066727 +79 431.451813 +80 590.817200 +81 211.909592 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Transferencias LC 61_1989,AR,1.7605383396148682,"95 2876.796387 +96 2703.600098 +97 2901.354004 +98 2870.229492 +99 2895.804932 +100 2500.820557 +101 2528.701172 +102 2352.947266 +103 2363.049805 +104 3024.754150 +105 2901.354004 +106 2986.103760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,1.5546817779541016,"69 -213.697571 +70 361.009369 +71 42087.035156 +72 8163.240723 +73 3088.962402 +74 1209.601929 +75 778.252441 +76 723.436035 +77 732.807434 +78 687.366943 +79 238.880219 +80 687.366943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ISS,SARIMAX,1.67525053024292,"84 6865.221191 +85 5066.491699 +86 5066.491699 +87 5064.174805 +88 5918.107422 +89 5104.439941 +90 5066.491699 +91 5178.521484 +92 5811.195312 +93 5117.830078 +94 7134.962891 +95 5929.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ITBI,SES,1.4418725967407227,"65 1667.623047 +66 4650.846680 +67 4761.587891 +68 8019.317383 +69 3510.712646 +70 2910.638428 +71 4649.016113 +72 7020.244141 +73 4744.930176 +74 3125.714844 +75 3015.721680 +76 2440.989258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,IRRF,Prophet,2.3575446605682373,"81 456136.62500 +82 455996.56250 +83 456026.37500 +84 455756.84375 +85 456026.37500 +86 455994.40625 +87 455996.65625 +88 455756.84375 +89 456026.37500 +90 455994.40625 +91 456026.37500 +92 456031.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do FPM,XGBoost,1.0352089405059814,"84 1247741.625 +85 1247741.625 +86 1218050.375 +87 1247741.625 +88 1218050.375 +89 1247741.625 +90 1212844.375 +91 1247741.625 +92 1212844.375 +93 1212844.375 +94 1218050.375 +95 1218050.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,XGBoost,1.1965339183807373,"84 215543.843750 +85 271954.718750 +86 273939.750000 +87 272025.031250 +88 266753.656250 +89 280081.781250 +90 264295.312500 +91 264731.312500 +92 272858.093750 +93 271350.968750 +94 244556.609375 +95 266062.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,XGBoost,1.304926872253418,"81 51346.058594 +82 51346.058594 +83 51010.144531 +84 51146.238281 +85 51122.726562 +86 51175.667969 +87 51244.664062 +88 58690.480469 +89 51252.253906 +90 58451.914062 +91 58740.664062 +92 51221.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ITR,SES,1.3823835849761963,"49 51.465351 +50 324.461212 +51 753.156677 +52 86.658607 +53 131.047409 +54 48.243187 +55 267.320496 +56 110.977318 +57 194.561234 +58 714.360229 +59 55.708328 +60 50.519588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,IPTU,AR,3.4617066383361816,"86 55282.585938 +87 25027.255859 +88 42520.925781 +89 -113.295006 +90 5812.313477 +91 3422.638916 +92 33942.347656 +93 138665.000000 +94 4574.962402 +95 19044.970703 +96 19338.099609 +97 20087.119141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ISS,SARIMAX,1.880157470703125,"88 91152.500000 +89 94441.453125 +90 94441.453125 +91 99759.953125 +92 99759.953125 +93 94441.453125 +94 99759.953125 +95 99759.953125 +96 99853.476562 +97 92848.820312 +98 92848.820312 +99 92848.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ITBI,XGBoost,1.3454208374023438,"78 10298.548828 +79 13196.193359 +80 22042.574219 +81 27346.765625 +82 29452.539062 +83 18500.185547 +84 17920.857422 +85 37074.003906 +86 23723.042969 +87 18402.962891 +88 36557.445312 +89 27965.865234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,IRRF,XGBoost,2.11962890625,"64 131519.937500 +65 131544.046875 +66 131544.046875 +67 131544.046875 +68 131519.937500 +69 131519.937500 +70 131519.937500 +71 131544.046875 +72 131519.937500 +73 131519.937500 +74 131519.937500 +75 131518.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do FPM,SARIMAX,1.4798128604888916,"88 1.289175e+06 +89 1.893768e+06 +90 1.048246e+06 +91 1.180867e+06 +92 1.082853e+06 +93 1.286290e+06 +94 1.082402e+06 +95 1.048246e+06 +96 1.048242e+06 +97 9.696413e+05 +98 1.082853e+06 +99 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,XGBoost,1.2369816303253174,"88 1.000226e+06 +89 7.180145e+05 +90 8.362381e+05 +91 9.522537e+05 +92 9.257722e+05 +93 8.789494e+05 +94 9.937752e+05 +95 1.026471e+06 +96 9.481276e+05 +97 9.501272e+05 +98 9.924169e+05 +99 9.550692e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,MLP,2.220886468887329,"88 282858.814969 +89 139745.461383 +90 146429.579384 +91 184564.398645 +92 158632.580137 +93 90868.365023 +94 103489.362135 +95 64357.890316 +96 68111.607404 +97 67269.697052 +98 67089.768752 +99 350052.510998 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do ITR,XGBoost,2.1408073902130127,"73 2274.324951 +74 2958.135498 +75 246.240036 +76 506.709686 +77 219.985153 +78 -150.736938 +79 506.709686 +80 242.046555 +81 2217.207764 +82 2160.758789 +83 747.227051 +84 2055.644775 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Transferencias LC 61_1989,XGBoost,1.7063629627227783,"88 8578.615234 +89 10291.028320 +90 8812.738281 +91 8998.471680 +92 8968.268555 +93 8925.724609 +94 8633.395508 +95 8856.131836 +96 8824.272461 +97 9239.803711 +98 8802.612305 +99 9087.401367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,IPTU,HWES,1.2129273414611816,"87 1897.435913 +88 6114.721191 +89 47722.011719 +90 35501.761719 +91 4866.100098 +92 3864.172607 +93 3967.365967 +94 4864.880371 +95 15830.980469 +96 1467.169067 +97 1467.238892 +98 2463.720947 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ISS,HWES,1.6089246273040771,"88 44861.296875 +89 71441.125000 +90 32906.015625 +91 67634.429688 +92 32754.052734 +93 31042.298828 +94 30264.142578 +95 46878.812500 +96 49115.582031 +97 48968.843750 +98 26701.787109 +99 26287.779297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ITBI,MLP,1.2923495769500732,"83 10012.043532 +84 11747.247654 +85 11003.246714 +86 11081.982620 +87 3469.884581 +88 8492.498437 +89 6871.729403 +90 5056.113959 +91 7335.072244 +92 7842.706485 +93 11596.806686 +94 8647.867434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,IRRF,SARIMAX,1.822145938873291,"88 20941.259766 +89 22187.697266 +90 17323.529297 +91 24938.966797 +92 34046.468750 +93 24938.966797 +94 17280.494141 +95 16763.509766 +96 16776.195312 +97 58435.031250 +98 16776.195312 +99 58435.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do FPM,MLP,1.3157165050506592,"86 1.093030e+06 +87 1.102695e+06 +88 1.094870e+06 +89 1.070274e+06 +90 1.069179e+06 +91 1.060476e+06 +92 1.055884e+06 +93 1.056059e+06 +94 1.039903e+06 +95 1.042566e+06 +96 1.050390e+06 +97 1.044380e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,HWES,1.2886741161346436,"87 354977.93750 +88 352043.81250 +89 489179.56250 +90 485757.00000 +91 463353.00000 +92 457241.09375 +93 333788.15625 +94 456831.31250 +95 436722.84375 +96 470741.90625 +97 410847.65625 +98 470741.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,XGBoost,1.3401432037353516,"74 79886.796875 +75 60022.324219 +76 21303.220703 +77 44154.785156 +78 60022.324219 +79 44094.753906 +80 30530.789062 +81 26719.751953 +82 46789.984375 +83 30485.437500 +84 51176.968750 +85 44448.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ITR,AR,2.5491766929626465,"62 2504.399414 +63 2812.199951 +64 2879.234619 +65 3248.514893 +66 3248.514893 +67 3248.514893 +68 2469.793457 +69 2812.199951 +70 10038.727539 +71 25947.396484 +72 2812.347900 +73 2331.169189 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Transferencias LC 61_1989,Prophet,1.6689379215240479,"87 4130.428711 +88 4154.412598 +89 3327.577148 +90 4241.469238 +91 4139.930176 +92 3347.754395 +93 4243.403809 +94 4139.930176 +95 4117.101562 +96 3276.552246 +97 3320.434814 +98 3347.478760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,IPTU,MLP,1.5624163150787354,"83 9866.170973 +84 10353.890172 +85 10500.560357 +86 7534.393170 +87 -4022.263498 +88 2861.707602 +89 3648.096045 +90 3106.338562 +91 3514.669730 +92 3847.906686 +93 3853.057902 +94 3429.786508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ISS,XGBoost,1.3770983219146729,"87 7912.769531 +88 8834.541016 +89 7857.204102 +90 10020.760742 +91 8814.356445 +92 8494.384766 +93 9686.795898 +94 8449.840820 +95 8499.534180 +96 8703.858398 +97 8499.352539 +98 8320.286133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ITBI,SARIMAX,1.5728495121002197,"79 19094.029297 +80 11561.899414 +81 14994.284180 +82 13503.950195 +83 22871.669922 +84 22661.449219 +85 22611.277344 +86 16826.130859 +87 19161.865234 +88 13825.805664 +89 14947.634766 +90 17004.011719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,IRRF,XGBoost,3.007286310195923,"87 46269.546875 +88 49571.566406 +89 66052.421875 +90 47857.812500 +91 47857.812500 +92 47857.812500 +93 46269.546875 +94 49571.566406 +95 46269.214844 +96 46269.546875 +97 46269.546875 +98 66052.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do FPM,HWES,1.4947092533111572,"87 1473935.125 +88 1893768.625 +89 1258457.875 +90 1316638.125 +91 1473935.125 +92 1471570.875 +93 1649094.125 +94 1258457.875 +95 1258459.250 +96 1168809.125 +97 1473935.125 +98 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,SES,1.2822339534759521,"87 372964.53125 +88 287384.28125 +89 313903.43750 +90 369274.56250 +91 389633.93750 +92 372942.68750 +93 372019.09375 +94 389633.93750 +95 372019.09375 +96 376123.84375 +97 372942.68750 +98 376123.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,XGBoost,1.0790343284606934,"86 33551.589844 +87 23560.199219 +88 25219.792969 +89 33551.589844 +90 34125.480469 +91 35532.320312 +92 26739.730469 +93 15119.960938 +94 5598.039551 +95 6570.556641 +96 5418.220215 +97 29211.423828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ITR,XGBoost,1.5869576930999756,"60 154.644150 +61 241.584793 +62 3221.039062 +63 240.209808 +64 3245.396729 +65 3245.396729 +66 102.159866 +67 154.644150 +68 145.768448 +69 3356.640625 +70 3245.396729 +71 3190.194336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Transferencias LC 61_1989,XGBoost,1.1032249927520752,"51 3225.707031 +52 2908.873535 +53 3041.541016 +54 3433.454834 +55 2837.903809 +56 3352.499512 +57 3245.174805 +58 2965.886963 +59 2708.091553 +60 3081.798584 +61 3041.541016 +62 3304.499268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,IPTU,HWES,1.2859997749328613,"96 16084.500000 +97 21210.343750 +98 21417.730469 +99 21013.054688 +100 35963.261719 +101 104246.195312 +102 20355.576172 +103 63907.476562 +104 17338.582031 +105 14433.011719 +106 21467.447266 +107 21368.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ISS,XGBoost,2.398872137069702,"96 143529.046875 +97 349504.906250 +98 350583.687500 +99 383596.593750 +100 178934.765625 +101 383596.593750 +102 383595.812500 +103 383604.437500 +104 383604.437500 +105 178929.765625 +106 383604.375000 +107 258465.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ITBI,HWES,1.427804946899414,"94 172202.265625 +95 157351.609375 +96 157122.593750 +97 141007.890625 +98 119518.031250 +99 104542.265625 +100 226442.031250 +101 87750.054688 +102 164469.984375 +103 165110.890625 +104 164473.703125 +105 225774.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,IRRF,XGBoost,1.2952852249145508,"96 152507.265625 +97 81166.156250 +98 139208.500000 +99 148743.187500 +100 148014.609375 +101 139208.500000 +102 165552.765625 +103 148743.187500 +104 148015.421875 +105 152507.265625 +106 166629.484375 +107 152507.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do FPM,SARIMAX,0.957674503326416,"96 1.354176e+06 +97 1.893768e+06 +98 1.003547e+06 +99 1.193422e+06 +100 1.354356e+06 +101 1.321763e+06 +102 1.354448e+06 +103 1.048312e+06 +104 1.048312e+06 +105 9.807312e+05 +106 1.354356e+06 +107 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,HWES,1.1061649322509766,"96 1337703.625 +97 1319574.875 +98 1319574.875 +99 1330959.375 +100 1342229.750 +101 1315496.500 +102 1342256.000 +103 1342229.750 +104 1342228.000 +105 1333575.125 +106 1329883.750 +107 1333575.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,XGBoost,1.432093858718872,"86 136418.859375 +87 127750.953125 +88 159147.390625 +89 158910.531250 +90 156680.875000 +91 127781.843750 +92 75262.570312 +93 32284.537109 +94 32063.353516 +95 31965.414062 +96 28110.050781 +97 136350.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ITR,XGBoost,1.818575382232666,"94 19278.775391 +95 8058.323730 +96 8406.623047 +97 8614.485352 +98 8245.829102 +99 6910.530762 +100 7156.335449 +101 7144.547363 +102 16517.304688 +103 179211.500000 +104 19870.560547 +105 19870.560547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Transferencias LC 61_1989,HWES,1.4356539249420166,"96 9797.351562 +97 8345.131836 +98 8293.732422 +99 9892.240234 +100 8298.955078 +101 10323.637695 +102 9903.424805 +103 9844.448242 +104 9423.601562 +105 9274.586914 +106 9402.083984 +107 9946.690430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,IPTU,HWES,1.2333688735961914,"77 410.398041 +78 945.229614 +79 18080.525391 +80 962.230103 +81 14371.072266 +82 18080.962891 +83 22828.404297 +84 6879.259766 +85 14613.601562 +86 6879.259766 +87 10073.860352 +88 10073.860352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ISS,AR,1.3610858917236328,"84 54624.566406 +85 54664.148438 +86 54563.550781 +87 54783.285156 +88 54888.593750 +89 54545.929688 +90 54620.851562 +91 54545.929688 +92 54545.929688 +93 54267.609375 +94 54513.132812 +95 54267.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ITBI,AR,1.333714485168457,"83 19586.941406 +84 4775.539062 +85 7655.717773 +86 6938.340332 +87 4438.350586 +88 17590.408203 +89 17664.292969 +90 18427.199219 +91 6120.854492 +92 13203.410156 +93 6159.573242 +94 2277.653564 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,IRRF,SARIMAX,1.5162615776062012,"84 34655.914062 +85 34662.257812 +86 34630.976562 +87 35669.125000 +88 35669.125000 +89 35669.125000 +90 37026.367188 +91 35669.125000 +92 37026.367188 +93 37026.367188 +94 37026.367188 +95 37026.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do FPM,XGBoost,1.642488718032837,"84 1727315.375 +85 1811506.500 +86 1237920.000 +87 1727315.375 +88 1811496.000 +89 1727315.375 +90 1811506.500 +91 1727315.375 +92 1496202.250 +93 1301372.375 +94 1811496.000 +95 1811506.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,XGBoost,1.9558861255645752,"84 433797.5000 +85 566622.6250 +86 567260.1875 +87 566962.0625 +88 567526.2500 +89 566962.0625 +90 566962.0625 +91 561209.8750 +92 562182.4375 +93 559788.3125 +94 506669.1250 +95 561751.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,MLP,1.346668004989624,"78 24585.314750 +79 24377.343159 +80 28480.163725 +81 16563.746093 +82 20857.346142 +83 24620.734678 +84 25097.458178 +85 27442.974843 +86 28134.674604 +87 29289.673829 +88 30923.102112 +89 15781.250451 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ITR,Prophet,1.553586721420288,"62 6974.193848 +63 5266.423340 +64 5531.668457 +65 4919.663086 +66 6974.193848 +67 29784.623047 +68 3490.292725 +69 3205.074707 +70 2428.488770 +71 112243.453125 +72 4120.931641 +73 37507.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Transferencias LC 61_1989,SES,1.3535163402557373,"84 6426.078125 +85 5758.319824 +86 5057.450684 +87 5038.704102 +88 5193.252930 +89 5396.121094 +90 5298.909180 +91 5167.814941 +92 4631.486816 +93 5060.634277 +94 5396.121094 +95 5348.823730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,IPTU,SARIMAX,1.6141769886016846,"83 7585.406250 +84 11228.436523 +85 203665.859375 +86 15353.712891 +87 9478.371094 +88 5452.683105 +89 5568.388184 +90 3669.960693 +91 3689.629150 +92 3988.792236 +93 3341.628662 +94 7192.595703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ISS,HWES,0.9410150051116943,"84 54837.457031 +85 79766.882812 +86 45623.203125 +87 54670.003906 +88 41954.574219 +89 54894.441406 +90 41268.917969 +91 37191.835938 +92 41269.062500 +93 41276.777344 +94 79775.976562 +95 60389.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ITBI,HWES,1.4368491172790527,"84 21439.298828 +85 76081.562500 +86 5852.821289 +87 10707.464844 +88 31576.660156 +89 20206.648438 +90 20785.242188 +91 29998.265625 +92 31819.474609 +93 9898.790039 +94 9896.182617 +95 9898.790039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,IRRF,SARIMAX,1.2262945175170898,"84 12260.115234 +85 61223.632812 +86 86881.656250 +87 61152.714844 +88 61152.714844 +89 61152.714844 +90 61152.714844 +91 61152.714844 +92 61152.714844 +93 61152.714844 +94 61152.714844 +95 86881.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do FPM,XGBoost,1.4240696430206299,"85 1682526.000 +86 1878638.000 +87 1527981.500 +88 1638451.625 +89 1879144.750 +90 1682794.250 +91 1878638.000 +92 1527981.500 +93 1528675.500 +94 1310128.250 +95 1879144.750 +96 1893768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,MLP,0.856774091720581,"84 499686.997848 +85 507508.091475 +86 509655.969561 +87 503154.983324 +88 506732.454873 +89 505884.268830 +90 502577.163485 +91 497224.657581 +92 493297.150746 +93 479370.030111 +94 483482.451112 +95 466700.152315 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,XGBoost,2.106503963470459,"84 125242.820312 +85 55052.730469 +86 65410.042969 +87 179881.421875 +88 155684.562500 +89 25035.029297 +90 32552.263672 +91 34537.050781 +92 38152.855469 +93 33744.804688 +94 31453.113281 +95 152876.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ITR,HWES,1.4833800792694092,"75 52.722198 +76 141.957321 +77 114.005585 +78 29.674484 +79 112.848686 +80 68.330505 +81 61.135586 +82 228.705963 +83 4232.424316 +84 14593.723633 +85 10661.462891 +86 8832.331055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Transferencias LC 61_1989,SARIMAX,1.891643762588501,"48 4029.789795 +49 4023.406494 +50 4040.565918 +51 4029.789795 +52 3690.270752 +53 3690.270752 +54 3690.270752 +55 3690.270752 +56 3690.270752 +57 4029.780762 +58 3690.270752 +59 3690.270752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,XGBoost,2.737445592880249,"87 2455.414062 +88 3530.943604 +89 23294.099609 +90 3242.873535 +91 8687.474609 +92 14179.265625 +93 69460.179688 +94 157706.468750 +95 7726.417480 +96 3957.266357 +97 3957.266357 +98 6096.814941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,AR,1.5239815711975098,"96 71157.695312 +97 69577.250000 +98 69577.546875 +99 71157.695312 +100 71157.695312 +101 71157.695312 +102 71157.695312 +103 71157.695312 +104 71157.695312 +105 76575.718750 +106 71127.046875 +107 76575.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ITBI,XGBoost,1.3307156562805176,"36 29889.980469 +37 29889.980469 +38 29889.980469 +39 19222.498047 +40 29889.980469 +41 29889.980469 +42 29889.980469 +43 55053.214844 +44 42387.101562 +45 42387.101562 +46 29889.980469 +47 29889.980469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,IRRF,Prophet,1.4323933124542236,"96 126692.968750 +97 90088.976562 +98 83794.117188 +99 83794.117188 +100 72195.210938 +101 72206.171875 +102 83794.117188 +103 72195.226562 +104 83794.117188 +105 83794.117188 +106 72195.210938 +107 126692.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do FPM,SARIMAX,0.9166381359100342,"96 1.426071e+06 +97 1.893769e+06 +98 1.057144e+06 +99 6.283489e+05 +100 1.427075e+06 +101 8.569888e+05 +102 1.893769e+06 +103 1.057144e+06 +104 1.057144e+06 +105 9.810928e+05 +106 1.893769e+06 +107 1.893769e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,HWES,1.2623703479766846,"96 647573.0000 +97 557196.6875 +98 619501.8750 +99 647505.0625 +100 644940.5625 +101 647573.0000 +102 647505.0625 +103 647589.1250 +104 647589.1250 +105 644940.5625 +106 647573.0000 +107 644940.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,XGBoost,1.3418400287628174,"96 157809.640625 +97 39513.804688 +98 51464.457031 +99 39513.800781 +100 39398.078125 +101 39559.429688 +102 17078.986328 +103 11584.949219 +104 10842.112305 +105 9964.041016 +106 11519.196289 +107 51740.121094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ITR,XGBoost,16.841799020767212,"32 12002.511719 +33 12002.511719 +34 12002.511719 +35 13780.291016 +36 12003.728516 +37 12108.458984 +38 63857.320312 +39 141699.593750 +40 141699.593750 +41 93568.554688 +42 141699.593750 +43 141699.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,IPTU,MLP,2.665555477142334,"96 3.930959e+05 +97 1.039120e+06 +98 1.220157e+06 +99 2.667669e+05 +100 3.746309e+05 +101 4.288529e+05 +102 3.378293e+05 +103 3.635659e+05 +104 3.100350e+05 +105 2.364500e+05 +106 1.319183e+05 +107 1.661133e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ISS,Prophet,2.0975866317749023,"96 377626.46875 +97 377658.43750 +98 377703.93750 +99 377697.65625 +100 380228.25000 +101 377626.46875 +102 377415.68750 +103 415395.81250 +104 378326.75000 +105 377079.68750 +106 375205.84375 +107 377626.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ITBI,MLP,2.1465141773223877,"96 81391.820550 +97 74666.440057 +98 73947.601855 +99 75340.160562 +100 77247.555322 +101 78380.384533 +102 79793.374681 +103 79891.479745 +104 78855.633379 +105 78291.629897 +106 79770.445884 +107 81383.369297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,IRRF,SARIMAX,1.704242467880249,"84 324571.12500 +85 324571.12500 +86 324599.28125 +87 340586.75000 +88 324599.28125 +89 324599.28125 +90 340571.90625 +91 340586.75000 +92 332547.59375 +93 340586.75000 +94 324894.00000 +95 596405.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do FPM,SARIMAX,1.2778563499450684,"96 1715027.375 +97 2525025.000 +98 1571746.375 +99 1787249.125 +100 1715027.375 +101 1855828.625 +102 1855828.625 +103 1565267.625 +104 1776574.875 +105 1308897.125 +106 1715027.375 +107 2525025.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,AR,0.9233307838439941,"96 2013781.875 +97 1993336.750 +98 1992273.625 +99 2034836.875 +100 2015671.375 +101 2008937.500 +102 2017278.125 +103 2015671.375 +104 2020945.625 +105 2019302.625 +106 2015569.000 +107 2013935.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,MLP,2.2269413471221924,"95 442346.553866 +96 188288.138548 +97 225586.970973 +98 311915.985788 +99 395300.620123 +100 176928.912651 +101 152611.094676 +102 99479.046799 +103 89407.537181 +104 77929.821928 +105 87642.121681 +106 335484.604521 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ITR,XGBoost,2.163250684738159,"36 77176.453125 +37 16839.712891 +38 16062.350586 +39 16062.335938 +40 12575.971680 +41 12575.967773 +42 16717.824219 +43 14906.765625 +44 20562.132812 +45 953972.187500 +46 103283.281250 +47 92415.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Transferencias LC 61_1989,HWES,1.3085289001464844,"96 13882.840820 +97 13844.342773 +98 13865.968750 +99 13889.508789 +100 13887.332031 +101 13894.583008 +102 13877.333984 +103 13860.191406 +104 13880.812500 +105 14310.750977 +106 13134.597656 +107 11681.551758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,IPTU,MLP,2.0788378715515137,"96 41481.903862 +97 39133.477284 +98 41547.050161 +99 46570.458148 +100 122490.487311 +101 309647.411315 +102 74458.682714 +103 61047.351628 +104 66293.770948 +105 64388.515250 +106 66766.992388 +107 51816.701284 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ISS,XGBoost,1.4647324085235596,"96 60095.234375 +97 60086.289062 +98 60095.234375 +99 64551.398438 +100 64501.835938 +101 60086.289062 +102 60088.835938 +103 60086.289062 +104 60088.835938 +105 60095.234375 +106 60095.234375 +107 60095.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ITBI,SARIMAX,1.6026926040649414,"96 17701.103516 +97 26096.708984 +98 23659.666016 +99 25441.386719 +100 17367.722656 +101 18057.558594 +102 18514.783203 +103 17972.445312 +104 15128.737305 +105 18633.591797 +106 18673.095703 +107 18168.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,IRRF,XGBoost,1.3869500160217285,"96 98493.265625 +97 86290.507812 +98 112507.695312 +99 123797.460938 +100 123797.460938 +101 112507.695312 +102 112507.695312 +103 112507.695312 +104 123797.460938 +105 123797.460938 +106 123797.460938 +107 123797.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do FPM,SARIMAX,1.207200288772583,"96 1.278263e+06 +97 1.314101e+06 +98 1.139030e+06 +99 1.159303e+06 +100 1.280304e+06 +101 1.269233e+06 +102 1.281244e+06 +103 1.139042e+06 +104 1.139042e+06 +105 9.184852e+05 +106 1.200848e+06 +107 1.226622e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,XGBoost,1.0252413749694824,"96 700286.8750 +97 629961.8125 +98 654319.0625 +99 683999.0625 +100 651893.2500 +101 679342.8125 +102 662868.8750 +103 764419.6250 +104 764419.3750 +105 740797.7500 +106 658461.9375 +107 740797.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,XGBoost,1.724642276763916,"96 241397.203125 +97 66325.718750 +98 195637.296875 +99 241271.203125 +100 241271.203125 +101 39294.292969 +102 77595.218750 +103 39643.359375 +104 27424.597656 +105 20099.896484 +106 7955.547852 +107 241509.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ITR,XGBoost,1.6926405429840088,"82 512.802429 +83 512.802429 +84 512.802429 +85 542.735107 +86 484.201111 +87 489.783630 +88 2241.724609 +89 2663.153564 +90 923.699402 +91 718.371094 +92 2777.410156 +93 2869.409668 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Transferencias LC 61_1989,HWES,1.6125898361206055,"72 6232.211426 +73 6995.365234 +74 6557.543945 +75 6658.528320 +76 6658.552734 +77 6710.998535 +78 6852.936035 +79 6645.342773 +80 6171.619629 +81 5567.898438 +82 6557.586914 +83 7299.055664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,IPTU,HWES,2.599586009979248,"84 8.249116e+04 +85 2.086212e+05 +86 2.013202e+06 +87 2.125384e+06 +88 2.304643e+05 +89 2.380200e+05 +90 2.304621e+05 +91 2.304621e+05 +92 2.108857e+05 +93 4.974737e+05 +94 1.393613e+05 +95 1.456973e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ISS,SARIMAX,1.3593459129333496,"84 272958.03125 +85 273061.18750 +86 272235.37500 +87 273071.25000 +88 272958.03125 +89 272958.03125 +90 272958.03125 +91 273061.18750 +92 273061.18750 +93 273071.25000 +94 273071.25000 +95 273120.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ITBI,XGBoost,1.2845845222473145,"84 71651.601562 +85 55701.671875 +86 74867.687500 +87 51752.320312 +88 75185.906250 +89 72853.656250 +90 51752.320312 +91 75071.062500 +92 50674.476562 +93 72540.093750 +94 69995.664062 +95 70305.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,IRRF,SARIMAX,1.4099760055541992,"84 237375.437500 +85 237375.437500 +86 237375.437500 +87 237375.437500 +88 237849.390625 +89 237375.437500 +90 237375.437500 +91 237849.390625 +92 237849.390625 +93 237375.437500 +94 237375.437500 +95 348179.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do FPM,XGBoost,1.395158052444458,"84 3069153.500 +85 2813340.250 +86 1601484.375 +87 1600828.875 +88 2724213.250 +89 2721360.750 +90 2724074.000 +91 2197755.750 +92 2196225.250 +93 1644093.250 +94 2724074.000 +95 2813340.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,XGBoost,1.2184820175170898,"84 1.201575e+06 +85 9.698301e+05 +86 9.657208e+05 +87 9.715502e+05 +88 9.920969e+05 +89 9.925358e+05 +90 9.874578e+05 +91 9.890816e+05 +92 9.880572e+05 +93 8.970561e+05 +94 9.847391e+05 +95 8.982742e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,HWES,1.7674503326416016,"84 819404.125000 +85 152529.796875 +86 134765.734375 +87 206077.546875 +88 206077.546875 +89 111154.960938 +90 111144.507812 +91 86234.742188 +92 65726.937500 +93 30934.675781 +94 29604.183594 +95 698941.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ITR,SARIMAX,2.5913610458374023,"76 -87.692314 +77 -46.240784 +78 -45.115223 +79 -57.659000 +80 2341.835449 +81 11254.088867 +82 -34.501678 +83 -30.611979 +84 245.045624 +85 245.045624 +86 245.097626 +87 245.053314 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,2.309323310852051,"84 5.157373e+04 +85 1.006485e+06 +86 4.198181e+05 +87 4.210470e+05 +88 1.176198e+05 +89 1.916698e+05 +90 1.916698e+05 +91 5.558688e+04 +92 4.436266e+04 +93 5.584537e+04 +94 6.133259e+04 +95 6.368244e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ISS,SARIMAX,1.329756259918213,"84 151133.093750 +85 151752.000000 +86 173633.375000 +87 173342.453125 +88 173342.453125 +89 162463.718750 +90 158300.468750 +91 164949.078125 +92 144436.359375 +93 163619.984375 +94 162463.718750 +95 155930.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ITBI,SARIMAX,1.6193854808807373,"84 204212.578125 +85 202895.468750 +86 200198.312500 +87 68075.984375 +88 201052.234375 +89 198323.625000 +90 202787.843750 +91 201378.187500 +92 201373.312500 +93 200198.312500 +94 202895.468750 +95 205272.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,IRRF,XGBoost,1.4247031211853027,"84 47051.574219 +85 47032.863281 +86 46308.761719 +87 76187.937500 +88 50984.363281 +89 46320.980469 +90 50984.363281 +91 50984.363281 +92 46308.761719 +93 76187.937500 +94 76187.937500 +95 76187.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do FPM,Prophet,1.3629655838012695,"84 1972217.500 +85 2029158.000 +86 1580487.500 +87 1581074.875 +88 1972217.500 +89 2083987.375 +90 2029158.000 +91 1581076.750 +92 1972258.625 +93 2029530.625 +94 2029158.000 +95 2029530.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,MLP,1.129655361175537,"84 630440.219552 +85 643733.179343 +86 656380.596493 +87 664101.579479 +88 668027.752065 +89 679084.212381 +90 688732.321084 +91 697090.488325 +92 698698.482504 +93 646261.503889 +94 649573.225919 +95 632774.723092 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,MLP,1.7276511192321777,"77 383698.576597 +78 180453.278279 +79 183701.203957 +80 191357.124447 +81 200091.276994 +82 125734.006575 +83 114453.333793 +84 117276.509392 +85 121271.458759 +86 339784.382856 +87 100013.762167 +88 302929.830710 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do ITR,XGBoost,1.9902536869049072,"75 1820.506836 +76 1522.480469 +77 8170.898438 +78 6747.277832 +79 6747.277832 +80 6747.180176 +81 7248.450195 +82 30854.746094 +83 36514.914062 +84 54282.000000 +85 54299.816406 +86 54320.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Transferencias LC 61_1989,XGBoost,1.3331248760223389,"84 7951.400391 +85 7744.713379 +86 7888.823242 +87 7725.725586 +88 7613.803223 +89 7673.966309 +90 7686.656738 +91 7755.424316 +92 6841.651855 +93 5640.993652 +94 7725.263672 +95 7866.787109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,IPTU,SARIMAX,1.2748150825500488,"82 3736.640625 +83 3648.079834 +84 13560.856445 +85 40782.183594 +86 22675.166016 +87 24859.273438 +88 4134.966309 +89 3605.238525 +90 8497.096680 +91 31589.246094 +92 33431.710938 +93 11566.465820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ISS,SARIMAX,1.5829598903656006,"84 15935.169922 +85 18880.513672 +86 24431.224609 +87 24441.691406 +88 24504.156250 +89 24429.750000 +90 24431.224609 +91 24503.445312 +92 24504.156250 +93 24431.224609 +94 22948.191406 +95 28798.951172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ITBI,HWES,1.672637701034546,"76 23243.560547 +77 22607.832031 +78 32849.136719 +79 22915.033203 +80 25824.107422 +81 27178.033203 +82 23846.214844 +83 9805.890625 +84 8880.651367 +85 9920.139648 +86 9266.614258 +87 12870.111328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,IRRF,SARIMAX,2.019402027130127,"84 24821.695312 +85 33278.175781 +86 47255.117188 +87 33278.175781 +88 33278.175781 +89 33257.503906 +90 33278.175781 +91 33257.503906 +92 33257.503906 +93 33278.175781 +94 47255.117188 +95 47255.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do FPM,AR,1.7162227630615234,"84 1.323856e+06 +85 1.893768e+06 +86 1.075368e+06 +87 1.197453e+06 +88 1.326178e+06 +89 1.323666e+06 +90 1.326178e+06 +91 1.075368e+06 +92 1.075368e+06 +93 1.014958e+06 +94 1.326178e+06 +95 1.893768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,SES,1.2536289691925049,"84 488602.62500 +85 445974.93750 +86 463035.06250 +87 491135.28125 +88 491558.31250 +89 491309.59375 +90 491135.28125 +91 490442.75000 +92 491135.28125 +93 491558.31250 +94 488828.59375 +95 491558.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,AR,1.0118093490600586,"81 31252.417969 +82 30081.632812 +83 31138.818359 +84 34539.199219 +85 34539.207031 +86 7344.515625 +87 8376.826172 +88 6980.735352 +89 5972.034668 +90 6143.878418 +91 5988.060547 +92 34540.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ITR,XGBoost,1.1131529808044434,"69 121.712479 +70 3964.264160 +71 4261.996094 +72 14860.436523 +73 16958.855469 +74 16944.587891 +75 2718.802979 +76 2731.244385 +77 2717.318359 +78 2717.184814 +79 16948.308594 +80 2720.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Transferencias LC 61_1989,SES,1.5209643840789795,"60 3432.937012 +61 3912.891113 +62 3708.338135 +63 3432.645752 +64 3296.397461 +65 3303.955811 +66 3304.192627 +67 3296.397461 +68 3304.122070 +69 3429.927734 +70 3296.397461 +71 3287.043457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,XGBoost,2.356870174407959,"84 140488.312500 +85 137998.796875 +86 59514.320312 +87 119002.843750 +88 155100.328125 +89 59545.730469 +90 153613.359375 +91 153626.687500 +92 158965.984375 +93 154974.703125 +94 155371.765625 +95 154215.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ISS,SARIMAX,1.228118658065796,"84 256991.687500 +85 257123.031250 +86 257826.625000 +87 257123.031250 +88 256546.484375 +89 257826.593750 +90 264624.937500 +91 239432.421875 +92 257123.031250 +93 257123.031250 +94 257826.593750 +95 257123.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,MLP,1.487715482711792,"84 39301.247924 +85 34332.340755 +86 32323.530707 +87 39154.084802 +88 35873.461654 +89 37155.890945 +90 32821.733423 +91 33130.077356 +92 27267.346433 +93 33342.827189 +94 35300.859391 +95 30363.191035 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,IRRF,XGBoost,1.3760135173797607,"84 201295.250000 +85 201295.250000 +86 201295.250000 +87 201298.328125 +88 201295.250000 +89 201295.250000 +90 201295.250000 +91 201295.250000 +92 201295.250000 +93 201298.328125 +94 201295.250000 +95 201298.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do FPM,SARIMAX,2.0798544883728027,"84 2084990.250 +85 3156282.000 +86 2084990.250 +87 1952577.750 +88 2980975.750 +89 2049362.875 +90 3156282.000 +91 2084990.250 +92 2084990.250 +93 2104442.500 +94 2980975.750 +95 3156282.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,HWES,1.1651685237884521,"84 1.553094e+06 +85 9.579936e+05 +86 9.474251e+05 +87 1.060708e+06 +88 1.236489e+06 +89 1.157352e+06 +90 1.160936e+06 +91 1.235621e+06 +92 1.235621e+06 +93 1.236436e+06 +94 1.157302e+06 +95 1.233760e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,XGBoost,1.7916626930236816,"84 202637.656250 +85 128203.515625 +86 121800.484375 +87 205660.921875 +88 213154.906250 +89 124918.117188 +90 81530.476562 +91 63204.136719 +92 49451.656250 +93 36189.718750 +94 24175.957031 +95 205049.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ITR,MLP,2.0490472316741943,"84 1.267704e+05 +85 2.486777e+05 +86 1.361933e+05 +87 1.709050e+05 +88 1.717331e+05 +89 1.959458e+05 +90 2.271382e+05 +91 2.506223e+05 +92 3.523888e+05 +93 1.055235e+06 +94 4.137422e+05 +95 4.566947e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Transferencias LC 61_1989,HWES,2.376662254333496,"84 7723.564453 +85 10438.194336 +86 10484.379883 +87 10977.660156 +88 10947.163086 +89 11092.387695 +90 11092.236328 +91 10868.610352 +92 10965.415039 +93 9959.958984 +94 10951.698242 +95 11083.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,IPTU,SARIMAX,1.4530951976776123,"80 731.589233 +81 873.064697 +82 730.630127 +83 727.622559 +84 872.241821 +85 3954.846436 +86 24043.144531 +87 86918.023438 +88 1258.275635 +89 485.063751 +90 1258.275635 +91 4461.816895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ISS,AR,1.3959872722625732,"80 9825.583984 +81 13774.576172 +82 11572.683594 +83 10775.464844 +84 10953.449219 +85 12370.650391 +86 10979.882812 +87 10498.910156 +88 10775.464844 +89 8573.837891 +90 14849.353516 +91 13374.524414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ITBI,XGBoost,3.1233370304107666,"79 14944.948242 +80 14852.318359 +81 14583.905273 +82 12347.634766 +83 14909.037109 +84 20099.093750 +85 11117.124023 +86 20790.792969 +87 14909.037109 +88 20845.556641 +89 14423.933594 +90 12416.291016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,IRRF,SARIMAX,1.3176555633544922,"80 143671.796875 +81 143671.828125 +82 143634.140625 +83 143671.828125 +84 143671.828125 +85 143671.828125 +86 143671.828125 +87 143615.921875 +88 143671.796875 +89 143671.828125 +90 143616.437500 +91 143634.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do FPM,SARIMAX,1.2814927101135254,"80 1330260.625 +81 1486730.875 +82 1095466.125 +83 1117696.000 +84 1283997.500 +85 1272300.125 +86 1289374.125 +87 1095466.125 +88 1101052.875 +89 1007241.125 +90 1486730.875 +91 1481735.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,SES,1.219353199005127,"80 491724.34375 +81 395104.90625 +82 443128.28125 +83 548228.56250 +84 545180.56250 +85 492726.25000 +86 556660.68750 +87 530902.00000 +88 530902.00000 +89 498476.62500 +90 497663.81250 +91 498476.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,AR,1.2400319576263428,"80 83506.265625 +81 47576.621094 +82 88925.968750 +83 88784.070312 +84 61457.281250 +85 39094.832031 +86 39095.105469 +87 12699.291992 +88 8251.358398 +89 25869.046875 +90 12699.291992 +91 62852.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ITR,SARIMAX,1.7892677783966064,"71 298.528595 +72 195.328629 +73 361.360870 +74 297.236938 +75 302.328979 +76 278.256989 +77 2535.796387 +78 242.969940 +79 8889.691406 +80 29145.779297 +81 133.011108 +82 195.328629 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Transferencias LC 61_1989,XGBoost,1.6115083694458008,"80 4612.554199 +81 4693.412109 +82 4712.005859 +83 4796.132324 +84 4699.560547 +85 4775.220215 +86 4751.167480 +87 4698.087891 +88 3972.461914 +89 3742.466797 +90 4702.143066 +91 4708.986328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,IPTU,SARIMAX,2.360241413116455,"59 8234.756836 +60 41524.003906 +61 43354.589844 +62 43335.414062 +63 43335.414062 +64 35351.421875 +65 35340.496094 +66 43414.292969 +67 43376.230469 +68 21836.941406 +69 43152.953125 +70 43376.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ISS,XGBoost,1.0435731410980225,"64 13206.044922 +65 15922.795898 +66 21878.287109 +67 15921.918945 +68 16454.900391 +69 18884.162109 +70 25143.716797 +71 19863.917969 +72 19494.892578 +73 19312.656250 +74 16115.266602 +75 25754.447266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ITBI,XGBoost,1.5177075862884521,"58 -1577.418945 +59 155296.296875 +60 57533.363281 +61 2049.633789 +62 35672.949219 +63 7081.266602 +64 6564.251465 +65 7678.312988 +66 11884.048828 +67 4440.143066 +68 13165.066406 +69 35774.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,IRRF,Prophet,1.4135868549346924,"53 70855.9375 +54 70855.9375 +55 70855.9375 +56 70855.9375 +57 70855.9375 +58 70855.9375 +59 70855.9375 +60 70855.9375 +61 70855.9375 +62 70855.9375 +63 70855.9375 +64 70855.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do FPM,AR,1.4407856464385986,"64 1398708.125 +65 1583984.500 +66 1063038.875 +67 1142191.875 +68 1398708.125 +69 1309972.500 +70 1398708.125 +71 1063038.875 +72 1078184.125 +73 1057754.750 +74 1398708.125 +75 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,SES,1.181075096130371,"64 619390.25000 +65 465159.71875 +66 468471.78125 +67 635494.31250 +68 630870.87500 +69 619390.25000 +70 634365.31250 +71 635494.31250 +72 635494.31250 +73 630870.87500 +74 619390.25000 +75 630870.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,SARIMAX,1.0515778064727783,"64 96647.851562 +65 32138.806641 +66 27049.324219 +67 32138.806641 +68 27049.324219 +69 21917.494141 +70 21917.472656 +71 21914.164062 +72 5873.743652 +73 7652.992188 +74 52118.207031 +75 96589.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ITR,SES,1.4706096649169922,"48 55.529613 +49 57.275860 +50 2594.024658 +51 48.689137 +52 2594.024658 +53 2594.844727 +54 48.689137 +55 2594.027832 +56 48.689137 +57 36.536369 +58 148.682999 +59 183.812637 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Transferencias LC 61_1989,AR,1.6752474308013916,"64 5325.393555 +65 5320.972656 +66 5373.267090 +67 5442.734863 +68 5390.592773 +69 5352.565918 +70 5330.466797 +71 5399.952637 +72 5427.500000 +73 5330.448730 +74 5395.425293 +75 5330.466797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,IPTU,HWES,1.931565523147583,"60 16474.660156 +61 19166.289062 +62 36942.921875 +63 41384.253906 +64 36473.953125 +65 36584.078125 +66 11187.169922 +67 13206.861328 +68 11698.625000 +69 2516.898682 +70 7554.531738 +71 1316.698120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ISS,XGBoost,1.0093967914581299,"60 19798.035156 +61 19794.550781 +62 19799.074219 +63 19799.074219 +64 19803.503906 +65 20197.892578 +66 20931.210938 +67 20936.988281 +68 20473.697266 +69 20458.570312 +70 22010.394531 +71 20203.044922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ITBI,MLP,0.997887372970581,"60 18037.348236 +61 17789.555994 +62 17923.220830 +63 20116.663302 +64 11939.793886 +65 14662.528864 +66 17351.484763 +67 18075.220168 +68 12003.269011 +69 16497.503715 +70 15549.995535 +71 11789.726346 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,IRRF,HWES,2.0366859436035156,"60 106933.046875 +61 106933.046875 +62 106933.046875 +63 69801.125000 +64 106933.046875 +65 68328.093750 +66 106933.046875 +67 106933.046875 +68 106933.046875 +69 106933.046875 +70 106933.046875 +71 106933.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do FPM,SARIMAX,0.885852575302124,"60 1526789.000 +61 1811506.375 +62 1424115.750 +63 1526789.000 +64 1811506.375 +65 1811506.375 +66 1811506.375 +67 1811506.375 +68 1421942.125 +69 1421942.125 +70 1811506.375 +71 1811506.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,SES,1.1120200157165527,"60 420879.6250 +61 487894.0625 +62 473476.2500 +63 488626.4375 +64 474352.7500 +65 488626.5000 +66 474320.3125 +67 473587.9375 +68 474320.3125 +69 474046.1875 +70 459671.5625 +71 473497.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,MLP,2.1771419048309326,"60 146074.843682 +61 50831.481472 +62 50625.156096 +63 98988.968591 +64 68526.727644 +65 42136.146911 +66 30516.663529 +67 20859.094633 +68 18105.067762 +69 18418.271546 +70 17444.462940 +71 198511.016401 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ITR,SARIMAX,1.32181715965271,"59 973.208130 +60 1927.958130 +61 1927.958130 +62 1502.310303 +63 835.782349 +64 973.207275 +65 791.269470 +66 1751.090820 +67 241.148285 +68 128.067963 +69 607.304565 +70 634.615906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,IPTU,AR,1.8732385635375977,"72 10910.734375 +73 18357.736328 +74 18979.845703 +75 19250.376953 +76 18717.929688 +77 88145.687500 +78 13101.199219 +79 11214.783203 +80 11515.401367 +81 11021.443359 +82 110782.773438 +83 11048.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ISS,SARIMAX,1.2553470134735107,"72 119866.710938 +73 135826.343750 +74 138893.046875 +75 136258.203125 +76 138893.046875 +77 120192.320312 +78 136190.421875 +79 138893.046875 +80 120192.320312 +81 120192.320312 +82 119866.710938 +83 120172.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ITBI,MLP,2.0794167518615723,"72 34868.602826 +73 37381.104749 +74 39427.868373 +75 41897.387265 +76 41919.368517 +77 43988.800743 +78 47084.030526 +79 50907.903006 +80 44019.437884 +81 39502.343283 +82 37918.765978 +83 39505.709669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,IRRF,SARIMAX,1.398249864578247,"72 189601.187500 +73 146345.640625 +74 189601.187500 +75 189601.187500 +76 189601.187500 +77 189601.187500 +78 196913.031250 +79 189601.187500 +80 189601.187500 +81 189601.187500 +82 189601.187500 +83 196913.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do FPM,MLP,0.77862548828125,"68 1.148293e+06 +69 1.159476e+06 +70 1.116735e+06 +71 1.130157e+06 +72 1.136045e+06 +73 1.128785e+06 +74 1.137617e+06 +75 1.106110e+06 +76 1.115110e+06 +77 1.119994e+06 +78 1.150881e+06 +79 1.131108e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,SES,1.466900110244751,"72 1985086.125 +73 1920404.750 +74 1993755.000 +75 2028158.375 +76 2018392.125 +77 1985086.125 +78 2028158.375 +79 2002790.250 +80 2028257.375 +81 2018392.125 +82 1920404.750 +83 2018392.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,XGBoost,2.1596524715423584,"67 46939.320312 +68 34277.375000 +69 28924.369141 +70 35276.546875 +71 38504.449219 +72 23000.599609 +73 32164.935547 +74 14812.228516 +75 7753.417969 +76 25080.291016 +77 36421.246094 +78 56897.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do ITR,XGBoost,1.8540916442871094,"65 130601.859375 +66 6142.202148 +67 17088.240234 +68 8032.674805 +69 8804.243164 +70 15454.527344 +71 9250.874023 +72 6142.202148 +73 129039.046875 +74 598464.500000 +75 22909.781250 +76 49195.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Transferencias LC 61_1989,SES,1.9340543746948242,"48 14460.136719 +49 12963.293945 +50 13923.457031 +51 14917.811523 +52 16411.080078 +53 14554.761719 +54 14344.110352 +55 13920.457031 +56 14528.844727 +57 15226.025391 +58 14726.007812 +59 14722.520508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,IPTU,AR,1.2988193035125732,"72 1933.245117 +73 20110.707031 +74 132527.734375 +75 143546.109375 +76 21854.634766 +77 26260.863281 +78 21854.634766 +79 22438.162109 +80 20843.685547 +81 23933.855469 +82 13816.854492 +83 13830.729492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ISS,AR,1.3564260005950928,"72 44698.394531 +73 38465.660156 +74 46404.316406 +75 46404.238281 +76 43391.710938 +77 39144.746094 +78 46400.113281 +79 41964.507812 +80 46569.246094 +81 45102.875000 +82 37854.910156 +83 45002.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ITBI,SES,2.5278055667877197,"72 6470.595215 +73 10801.383789 +74 10693.704102 +75 11927.695312 +76 11758.691406 +77 11783.635742 +78 12455.407227 +79 11523.376953 +80 9637.765625 +81 7877.146484 +82 19536.337891 +83 10693.704102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,IRRF,XGBoost,1.85988450050354,"72 90376.656250 +73 82062.226562 +74 90376.656250 +75 120428.828125 +76 120428.828125 +77 90376.656250 +78 82062.226562 +79 82062.226562 +80 90376.656250 +81 82062.226562 +82 90376.656250 +83 120428.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do FPM,AR,1.565263032913208,"72 1338752.250 +73 1893768.375 +74 1118286.875 +75 1223365.500 +76 1338753.375 +77 1338663.000 +78 1338753.375 +79 1118286.875 +80 1118286.875 +81 1043951.875 +82 1338753.375 +83 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,HWES,1.6365067958831787,"72 1627096.625 +73 1561656.875 +74 1623808.625 +75 1684235.875 +76 1683576.625 +77 1627096.625 +78 1684235.875 +79 1684235.875 +80 1684235.875 +81 1683576.625 +82 1635252.250 +83 1685538.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,SARIMAX,1.696446180343628,"72 125833.937500 +73 103390.562500 +74 91647.914062 +75 78450.406250 +76 92489.140625 +77 100223.320312 +78 99557.765625 +79 100105.781250 +80 100126.531250 +81 100105.781250 +82 100103.109375 +83 80622.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do ITR,XGBoost,1.4446072578430176,"56 692.870361 +57 205.301056 +58 205.990417 +59 196.762848 +60 296.719147 +61 335.529205 +62 64.089745 +63 335.152191 +64 1986.689209 +65 1994.557617 +66 1866.615479 +67 99.724533 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Transferencias LC 61_1989,AR,1.4186923503875732,"48 13500.042969 +49 9386.713867 +50 11251.544922 +51 13487.330078 +52 11262.515625 +53 13504.716797 +54 13504.716797 +55 9386.659180 +56 11261.404297 +57 13481.887695 +58 11251.544922 +59 13504.716797 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,IPTU,XGBoost,1.4147529602050781,"58 5270.027344 +59 4170.207520 +60 4224.783203 +61 4158.767578 +62 4167.191895 +63 4210.982910 +64 2070.836182 +65 3419.214355 +66 3511.530273 +67 2502.255615 +68 2526.405273 +69 2115.817871 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ISS,XGBoost,1.5407979488372803,"72 21283.841797 +73 20239.832031 +74 21283.841797 +75 21296.710938 +76 21283.841797 +77 21257.578125 +78 21283.841797 +79 21283.841797 +80 21257.578125 +81 21283.841797 +82 20198.714844 +83 21283.841797 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ITBI,XGBoost,1.2615435123443604,"65 1811.259399 +66 2136.078125 +67 2937.929443 +68 1560.823853 +69 3101.340820 +70 1560.823853 +71 2028.372192 +72 3044.907471 +73 2821.866211 +74 1809.868042 +75 3276.144775 +76 2400.718262 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,IRRF,XGBoost,1.9108686447143555,"72 90259.664062 +73 90259.664062 +74 85815.671875 +75 90259.664062 +76 90259.664062 +77 85815.671875 +78 83698.062500 +79 83698.062500 +80 90259.664062 +81 90259.664062 +82 90259.664062 +83 85394.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do FPM,AR,1.6234068870544434,"72 1336970.625 +73 1893768.625 +74 1108707.375 +75 1221670.250 +76 1336970.625 +77 1336980.875 +78 1336970.625 +79 1108707.375 +80 1108692.625 +81 1050407.750 +82 1336970.625 +83 1893768.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,SES,1.3427765369415283,"72 500515.03125 +73 456744.03125 +74 457781.37500 +75 472650.40625 +76 552227.43750 +77 530369.06250 +78 501722.40625 +79 554668.43750 +80 554668.43750 +81 532361.18750 +82 531613.87500 +83 532361.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,XGBoost,1.3009865283966064,"69 72506.367188 +70 31356.615234 +71 30533.111328 +72 30295.652344 +73 31706.515625 +74 31690.968750 +75 32928.195312 +76 70255.257812 +77 70242.195312 +78 70260.101562 +79 70264.078125 +80 70219.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do ITR,SARIMAX,1.6124730110168457,"63 158.644852 +64 219.331894 +65 179.256622 +66 248.295364 +67 215.168472 +68 198.753815 +69 481.795563 +70 108.411064 +71 142.789093 +72 1201.467163 +73 902.872681 +74 248.295364 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Transferencias LC 61_1989,XGBoost,1.4295713901519775,"72 4577.558105 +73 4497.188477 +74 4787.971191 +75 3872.108154 +76 4275.267090 +77 4100.027344 +78 4196.228027 +79 4726.961426 +80 3840.872803 +81 4624.323242 +82 4683.498047 +83 4617.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,IPTU,SARIMAX,1.6399481296539307,"60 137302.812500 +61 231556.421875 +62 25374.156250 +63 20183.923828 +64 16566.775391 +65 27655.750000 +66 19962.837891 +67 19958.894531 +68 16345.678711 +69 16345.678711 +70 16345.678711 +71 16345.678711 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ISS,AR,0.9926893711090088,"60 14803.791016 +61 12831.612305 +62 15945.452148 +63 15173.505859 +64 14901.092773 +65 15218.580078 +66 14901.339844 +67 12593.155273 +68 15995.535156 +69 14765.022461 +70 14765.022461 +71 13214.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ITBI,MLP,1.0299057960510254,"49 41934.504729 +50 49312.834024 +51 45225.039294 +52 49439.812317 +53 28023.082217 +54 32631.248236 +55 39931.644817 +56 39550.731407 +57 39763.480574 +58 40690.759016 +59 43801.203650 +60 47542.243228 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,IRRF,HWES,1.6512367725372314,"60 70281.148438 +61 70281.148438 +62 70281.148438 +63 102181.164062 +64 70159.632812 +65 108080.984375 +66 70281.148438 +67 70167.929688 +68 108080.984375 +69 70281.148438 +70 70281.148438 +71 70281.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do FPM,SARIMAX,1.1420395374298096,"60 1389242.625 +61 1809907.000 +62 1523212.500 +63 1389242.625 +64 1809907.000 +65 1809907.000 +66 1809907.000 +67 1809907.000 +68 1523212.250 +69 1523212.500 +70 1809907.000 +71 1809907.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,HWES,1.1301310062408447,"60 710011.6250 +61 682887.6875 +62 704299.4375 +63 691991.1875 +64 620796.2500 +65 680755.8125 +66 679439.6875 +67 631415.2500 +68 680755.8125 +69 682605.1875 +70 666880.0625 +71 704491.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,XGBoost,1.1062836647033691,"60 102974.632812 +61 82745.453125 +62 98068.742188 +63 95526.320312 +64 95547.359375 +65 52125.695312 +66 34338.191406 +67 34338.191406 +68 34338.191406 +69 24163.000000 +70 24165.216797 +71 102974.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ITR,XGBoost,2.1056525707244873,"58 39625.820312 +59 32211.648438 +60 43468.652344 +61 37830.199219 +62 38070.738281 +63 37830.199219 +64 37747.394531 +65 37840.859375 +66 32211.648438 +67 27541.123047 +68 44809.496094 +69 44809.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,IPTU,AR,1.6806259155273438,"67 -627.761475 +68 -57.961807 +69 25.810598 +70 3332.296387 +71 3251.879150 +72 3250.946289 +73 8086.087891 +74 3986.004639 +75 632.285034 +76 1263.652588 +77 2280.024414 +78 31688.482422 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ISS,XGBoost,1.2948670387268066,"68 15706.849609 +69 15716.285156 +70 9195.564453 +71 15751.562500 +72 9195.564453 +73 9231.087891 +74 14997.208008 +75 8510.131836 +76 15313.370117 +77 8649.118164 +78 8648.592773 +79 12971.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ITBI,XGBoost,2.0156445503234863,"67 27130.333984 +68 9114.186523 +69 13402.750977 +70 27130.333984 +71 11071.921875 +72 27672.457031 +73 26678.472656 +74 11169.702148 +75 27284.937500 +76 3198.350098 +77 3197.401855 +78 22708.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,IRRF,SARIMAX,1.356297254562378,"68 71749.859375 +69 70022.210938 +70 73230.820312 +71 71749.859375 +72 71749.859375 +73 70032.718750 +74 71331.015625 +75 70032.718750 +76 70032.718750 +77 71749.859375 +78 71749.859375 +79 99888.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do FPM,SARIMAX,0.9862706661224365,"68 1573075.750 +69 1893768.750 +70 1490610.250 +71 1469828.625 +72 1890464.750 +73 1573013.125 +74 1893768.750 +75 1490610.250 +76 1490610.250 +77 1265208.125 +78 1890464.750 +79 1893768.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,SES,1.2308719158172607,"68 353377.96875 +69 311201.62500 +70 319561.21875 +71 362335.31250 +72 399210.03125 +73 362102.31250 +74 375720.15625 +75 399208.56250 +76 399208.56250 +77 363483.81250 +78 362102.09375 +79 363483.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.4277656078338623,"68 46429.941406 +69 14187.356445 +70 49755.968750 +71 46444.230469 +72 49755.968750 +73 45706.421875 +74 8224.016602 +75 10882.953125 +76 5044.698242 +77 5202.480469 +78 5202.480469 +79 39553.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ITR,HWES,1.518692970275879,"49 480.050201 +50 543.252136 +51 2489.843750 +52 2480.530762 +53 1908.775757 +54 1908.775757 +55 3794.015869 +56 3796.246094 +57 3796.246094 +58 3796.246094 +59 3796.245605 +60 3796.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,IPTU,SES,1.7990703582763672,"42 72791.640625 +43 124891.195312 +44 87895.804688 +45 4599.529785 +46 72791.640625 +47 75066.976562 +48 4599.529785 +49 4559.410645 +50 9178.799805 +51 68724.437500 +52 121068.359375 +53 125217.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ISS,Prophet,0.8425827026367188,"42 86386.234375 +43 86386.570312 +44 81265.859375 +45 86386.570312 +46 87672.398438 +47 86386.234375 +48 86386.234375 +49 86386.570312 +50 87672.398438 +51 86386.234375 +52 87313.742188 +53 87672.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ITBI,HWES,1.2271983623504639,"36 75638.718750 +37 77209.343750 +38 77599.578125 +39 77605.914062 +40 77599.578125 +41 77209.140625 +42 77209.140625 +43 77599.578125 +44 75671.234375 +45 75674.492188 +46 77568.015625 +47 75674.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,IRRF,XGBoost,0.9703989028930664,"36 20832.312500 +37 20834.207031 +38 20832.310547 +39 20832.310547 +40 20832.310547 +41 20832.310547 +42 20832.310547 +43 44241.656250 +44 20832.310547 +45 20832.310547 +46 20832.310547 +47 44241.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do FPM,MLP,1.0606582164764404,"42 1.093026e+06 +43 1.117484e+06 +44 1.110383e+06 +45 1.126164e+06 +46 1.143862e+06 +47 1.160788e+06 +48 1.134059e+06 +49 1.108932e+06 +50 1.110694e+06 +51 1.118076e+06 +52 1.132961e+06 +53 1.140622e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ICMS,XGBoost,1.2097158432006836,"42 863029.7500 +43 945582.4375 +44 945582.4375 +45 863029.7500 +46 946186.5000 +47 946186.5000 +48 945582.4375 +49 945582.4375 +50 863126.0000 +51 863126.0000 +52 863109.6875 +53 945582.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do IPVA,Prophet,1.6411669254302979,"42 511275.81250 +43 511267.68750 +44 511267.68750 +45 511275.78125 +46 511275.81250 +47 511267.50000 +48 511275.78125 +49 511275.78125 +50 511275.71875 +51 511275.78125 +52 511275.68750 +53 511267.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ITR,MLP,1.1398117542266846,"39 -3428.015924 +40 -3600.988185 +41 -21927.689028 +42 -9287.107481 +43 -9768.418612 +44 7853.038337 +45 -5489.756827 +46 -5786.043883 +47 -6726.438864 +48 -7860.676260 +49 -7314.945462 +50 -7690.166693 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Transferencias LC 61_1989,Prophet,1.4886484146118164,"42 8442.202148 +43 8194.598633 +44 8217.594727 +45 8195.219727 +46 8177.890137 +47 8195.219727 +48 7476.305664 +49 5972.136719 +50 7476.312500 +51 8221.848633 +52 5972.136719 +53 7476.305664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,IPTU,HWES,1.3195273876190186,"62 6378.410156 +63 7764.579102 +64 41322.421875 +65 41371.183594 +66 44399.437500 +67 44349.421875 +68 140572.093750 +69 123069.828125 +70 74202.367188 +71 81788.156250 +72 74223.890625 +73 80207.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ISS,HWES,2.8484694957733154,"62 9838.240234 +63 11226.476562 +64 15271.966797 +65 15271.966797 +66 14648.000000 +67 14648.000000 +68 14524.732422 +69 14648.000000 +70 10445.539062 +71 10480.095703 +72 14535.595703 +73 14525.654297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ITBI,HWES,1.463160753250122,"62 22817.080078 +63 24898.609375 +64 24898.609375 +65 31902.322266 +66 24903.453125 +67 24895.640625 +68 14690.582031 +69 21143.445312 +70 21143.646484 +71 28040.597656 +72 27039.550781 +73 27146.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,IRRF,SARIMAX,1.5959827899932861,"62 40577.156250 +63 44649.734375 +64 44649.734375 +65 53507.656250 +66 44649.734375 +67 44649.734375 +68 44649.734375 +69 44649.734375 +70 44649.734375 +71 53507.656250 +72 53507.656250 +73 47366.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do FPM,HWES,1.1525821685791016,"62 1477016.625 +63 1893768.375 +64 1227836.875 +65 1229665.625 +66 1837999.375 +67 1253063.375 +68 1837999.375 +69 1213502.000 +70 1213502.000 +71 1232469.250 +72 1893768.375 +73 1893768.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,AR,0.831352710723877,"62 479301.18750 +63 394451.93750 +64 429671.43750 +65 504758.12500 +66 543958.68750 +67 472286.21875 +68 543841.43750 +69 543875.06250 +70 543875.06250 +71 538186.18750 +72 504756.50000 +73 537792.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do IPVA,SARIMAX,2.1738898754119873,"61 49518.953125 +62 35764.183594 +63 62726.585938 +64 52442.085938 +65 62726.585938 +66 68545.148438 +67 33806.992188 +68 33771.062500 +69 34745.742188 +70 16196.044922 +71 17553.578125 +72 71356.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do ITR,XGBoost,1.4249706268310547,"48 1807.276978 +49 13997.040039 +50 9178.695312 +51 1807.276978 +52 3625.270264 +53 1820.829834 +54 1845.704468 +55 1820.829834 +56 1807.276978 +57 8132.845703 +58 1820.829834 +59 1807.276978 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Transferencias LC 61_1989,HWES,1.2217414379119873,"62 3157.041992 +63 3095.239746 +64 3095.239746 +65 2999.572510 +66 3095.239746 +67 2959.175293 +68 2952.255615 +69 3767.259277 +70 3098.733398 +71 3076.799805 +72 3043.265869 +73 3178.791992 +Name: Valor, dtype: float64"