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 Ibirubá - 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"