diff --git "a/last_results_3.csv" "b/last_results_3.csv" new file mode 100644--- /dev/null +++ "b/last_results_3.csv" @@ -0,0 +1,32306 @@ +Instituição,Conta,Modelo,Time (s),Forecasts +Prefeitura Municipal de Santo Ângelo - RS,IPTU,XGBoost,3.7711915969848633,"96 8.484601e+05 +97 1.693799e+06 +98 6.048369e+06 +99 9.584657e+05 +100 9.584657e+05 +101 9.584657e+05 +102 9.916652e+05 +103 9.916652e+05 +104 1.139650e+06 +105 1.139650e+06 +106 1.139650e+06 +107 1.157704e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ISS,MLP,1.0704567432403564,"96 1.799870e+06 +97 1.826712e+06 +98 1.851421e+06 +99 1.886255e+06 +100 1.925400e+06 +101 1.964946e+06 +102 1.998451e+06 +103 2.041318e+06 +104 2.075289e+06 +105 2.108126e+06 +106 2.133573e+06 +107 2.162688e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ITBI,XGBoost,0.8546829223632812,"96 422157.43750 +97 426724.62500 +98 419046.62500 +99 422859.84375 +100 446059.56250 +101 423613.78125 +102 423613.78125 +103 426047.34375 +104 410744.03125 +105 410918.15625 +106 389065.00000 +107 389739.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,MLP,0.8580090999603271,"96 5.275416e+06 +97 5.443222e+06 +98 5.520480e+06 +99 5.540229e+06 +100 5.671775e+06 +101 5.628642e+06 +102 5.725778e+06 +103 5.833597e+06 +104 5.915469e+06 +105 6.034486e+06 +106 6.171818e+06 +107 6.375175e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,SARIMAX,0.7691152095794678,"96 3778254.000 +97 1780364.875 +98 1916867.125 +99 3730027.750 +100 3235601.750 +101 1520917.875 +102 1378599.250 +103 1123352.625 +104 889354.250 +105 889354.250 +106 1534295.375 +107 3778254.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,MLP,1.9539661407470703,"96 5.966305e+06 +97 7.197559e+06 +98 9.807917e+06 +99 2.190038e+07 +100 9.968392e+06 +101 1.120474e+07 +102 1.251882e+07 +103 1.425405e+07 +104 1.617277e+07 +105 1.870629e+07 +106 2.145992e+07 +107 2.442656e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,MLP,0.8802382946014404,"96 5.365821e+06 +97 5.423896e+06 +98 5.524315e+06 +99 5.616895e+06 +100 5.689128e+06 +101 5.762748e+06 +102 5.836319e+06 +103 5.913275e+06 +104 5.992826e+06 +105 6.079735e+06 +106 6.168281e+06 +107 6.257520e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,SARIMAX,1.3154983520507812,"96 1305161.875 +97 1814489.750 +98 1305161.875 +99 1456911.500 +100 1814489.750 +101 1305161.875 +102 1973761.375 +103 1814489.750 +104 1305161.875 +105 1778496.250 +106 1836408.750 +107 1814489.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,XGBoost,0.91853928565979,"96 11678191.0 +97 13618882.0 +98 13871837.0 +99 13618882.0 +100 13935178.0 +101 13624615.0 +102 13618882.0 +103 13618882.0 +104 13624615.0 +105 13318809.0 +106 13354841.0 +107 13827025.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,MLP,3.84120774269104,"96 8.111560e+06 +97 3.971263e+06 +98 4.478482e+06 +99 6.801350e+06 +100 5.943246e+06 +101 4.269109e+06 +102 4.193237e+06 +103 4.309310e+06 +104 4.387979e+06 +105 4.732116e+06 +106 5.071542e+06 +107 1.469601e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,IPTU,HWES,1.5145070552825928,"80 9219.965820 +81 9423.578125 +82 9423.578125 +83 9928.583008 +84 10665.465820 +85 8028.298340 +86 3669.625244 +87 3669.625244 +88 3669.625244 +89 3382.740479 +90 3521.875000 +91 3099.114258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ISS,MLP,0.830986738204956,"80 42346.282944 +81 45050.397203 +82 47576.232012 +83 51544.682311 +84 55143.168173 +85 56436.100841 +86 58593.292006 +87 59747.038059 +88 62240.265971 +89 66501.146079 +90 70376.944210 +91 74357.544466 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ITBI,XGBoost,0.6496720314025879,"80 129736.945312 +81 129824.335938 +82 13727.130859 +83 129605.789062 +84 129958.265625 +85 129605.789062 +86 13837.119141 +87 13837.119141 +88 129772.007812 +89 13837.119141 +90 129772.007812 +91 129772.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,Prophet,0.7201268672943115,"80 775026.7500 +81 651652.7500 +82 650339.8750 +83 819089.7500 +84 817965.7500 +85 819089.7500 +86 819089.7500 +87 650247.5625 +88 819089.7500 +89 650247.5625 +90 819733.5625 +91 651745.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,XGBoost,0.7159240245819092,"80 359046.406250 +81 217699.531250 +82 217699.531250 +83 217699.531250 +84 217699.531250 +85 217610.953125 +86 217610.953125 +87 217610.953125 +88 217610.953125 +89 217610.953125 +90 217610.953125 +91 359046.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,SARIMAX,0.8431403636932373,"84 8601.477539 +85 4541.926758 +86 6002.563477 +87 3835.730713 +88 4509.343750 +89 15149.287109 +90 85296.875000 +91 85660.812500 +92 19818.292969 +93 16262.476562 +94 16221.227539 +95 4942.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ISS,XGBoost,1.062138557434082,"96 40564.558594 +97 32897.195312 +98 23506.437500 +99 29622.064453 +100 30546.806641 +101 30900.998047 +102 31128.835938 +103 30989.628906 +104 33141.843750 +105 35613.699219 +106 31038.035156 +107 31038.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,HWES,1.0485186576843262,"93 12926.723633 +94 11956.045898 +95 11703.681641 +96 12365.134766 +97 12563.186523 +98 12563.186523 +99 16792.802734 +100 19097.716797 +101 17768.033203 +102 19097.716797 +103 18436.261719 +104 22549.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,XGBoost,0.761131763458252,"96 565335.2500 +97 715172.9375 +98 716499.4375 +99 711908.9375 +100 725750.8125 +101 706137.9375 +102 717573.3750 +103 715172.9375 +104 666883.0000 +105 703559.0625 +106 706295.1250 +107 696064.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,MLP,1.0326673984527588,"96 84955.118366 +97 39022.816551 +98 55533.620747 +99 84811.012193 +100 75927.215536 +101 47098.083356 +102 49635.862822 +103 48911.608607 +104 50387.794046 +105 57306.629419 +106 62994.999058 +107 162918.965867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.079481601715088,"89 3191.187500 +90 2010.806030 +91 4900.171875 +92 111300.289062 +93 16887.740234 +94 5831.272949 +95 5831.272949 +96 5831.272949 +97 7225.727051 +98 4642.448242 +99 4371.814453 +100 6912.236816 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ISS,MLP,2.7881083488464355,"96 10757.223405 +97 11891.122660 +98 12080.452804 +99 13311.908780 +100 13509.798341 +101 14073.403768 +102 15269.879203 +103 16622.602701 +104 16611.438682 +105 17125.877278 +106 18036.431919 +107 19503.678804 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,MLP,1.3224430084228516,"90 17487.371700 +91 19641.331951 +92 23802.355908 +93 27871.376663 +94 33505.860872 +95 40718.241770 +96 49235.351586 +97 58915.568010 +98 72848.335833 +99 90007.872352 +100 110738.507281 +101 134816.518660 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8629422187805176,"96 280627.53125 +97 292220.78125 +98 319845.28125 +99 281107.68750 +100 329087.53125 +101 281107.68750 +102 281107.68750 +103 292220.78125 +104 281133.09375 +105 281977.93750 +106 280330.06250 +107 319845.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9182920455932617,"95 138781.500000 +96 49325.511719 +97 93827.992188 +98 138814.968750 +99 118138.843750 +100 23170.728516 +101 22010.992188 +102 15296.259766 +103 15296.259766 +104 14441.990234 +105 15296.259766 +106 138814.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,IPTU,AR,1.730487585067749,"96 2.282412e+05 +97 4.044056e+05 +98 3.129792e+06 +99 6.008608e+05 +100 6.315720e+05 +101 2.374554e+05 +102 2.771724e+05 +103 2.400770e+05 +104 3.004653e+05 +105 5.756320e+05 +106 2.473590e+05 +107 2.374554e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ISS,MLP,1.0603702068328857,"96 629781.179721 +97 637828.544993 +98 643077.718740 +99 647080.033496 +100 656499.494657 +101 665521.613899 +102 675568.677056 +103 687029.227723 +104 696099.110098 +105 703457.372375 +106 711166.510321 +107 721380.892225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ITBI,SARIMAX,0.7682201862335205,"96 286036.562500 +97 258538.484375 +98 259002.625000 +99 290468.406250 +100 288058.750000 +101 290736.687500 +102 284177.343750 +103 281947.500000 +104 287716.468750 +105 288058.750000 +106 289725.281250 +107 289023.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,SARIMAX,0.8812735080718994,"96 3124806.50 +97 3516046.75 +98 3516046.75 +99 3360915.00 +100 3528761.75 +101 3676162.50 +102 3360915.00 +103 3516046.75 +104 3076335.00 +105 3078522.50 +106 3092923.75 +107 3427023.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,AR,1.0184946060180664,"96 2.466118e+06 +97 1.175759e+06 +98 1.174917e+06 +99 2.204216e+06 +100 1.175684e+06 +101 9.674293e+05 +102 9.232617e+05 +103 8.141599e+05 +104 8.117292e+05 +105 7.813913e+05 +106 7.813913e+05 +107 2.466118e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,IPTU,SARIMAX,1.028141736984253,"92 2644.261963 +93 8090.795410 +94 44726.925781 +95 3844.357178 +96 3484.560303 +97 3338.652588 +98 1936.403320 +99 1936.403320 +100 1936.403320 +101 1936.403320 +102 1936.403320 +103 2064.489502 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ISS,XGBoost,1.1526038646697998,"96 83824.796875 +97 130080.640625 +98 130080.640625 +99 130195.468750 +100 130195.468750 +101 130195.468750 +102 130195.468750 +103 130080.640625 +104 130080.640625 +105 130080.640625 +106 130080.640625 +107 130195.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ITBI,SES,3.8430047035217285,"79 1341.054077 +80 2279.371582 +81 1349.265625 +82 453.480774 +83 2426.784180 +84 1407.230835 +85 1039.950562 +86 3100.683350 +87 1115.134033 +88 308.833710 +89 1465.605835 +90 490.828857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,XGBoost,1.3014752864837646,"96 253280.093750 +97 301723.531250 +98 306323.843750 +99 256030.640625 +100 306323.843750 +101 256030.640625 +102 256030.640625 +103 301723.531250 +104 254579.171875 +105 249257.875000 +106 254253.609375 +107 306323.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,XGBoost,0.8176233768463135,"91 88160.640625 +92 28001.886719 +93 63620.414062 +94 66373.984375 +95 52321.714844 +96 25178.888672 +97 27047.228516 +98 22514.015625 +99 22218.078125 +100 22307.173828 +101 22283.673828 +102 38394.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,IPTU,HWES,0.8821654319763184,"94 5872.358398 +95 3542.047607 +96 109141.187500 +97 143529.921875 +98 28369.810547 +99 26476.013672 +100 28942.671875 +101 29372.722656 +102 28942.671875 +103 4870.524414 +104 28886.917969 +105 7155.021973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ISS,SES,0.8724792003631592,"96 28501.068359 +97 28474.380859 +98 26438.623047 +99 27546.925781 +100 29546.386719 +101 27397.513672 +102 28491.332031 +103 29889.675781 +104 29315.804688 +105 27397.513672 +106 30146.212891 +107 28481.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,2.240990400314331,"95 13252.226562 +96 6329.151855 +97 10521.480469 +98 9467.684570 +99 9066.077148 +100 7129.962402 +101 9456.562500 +102 8967.768555 +103 7074.231445 +104 7655.979980 +105 12685.594727 +106 11004.819336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,SES,0.9528131484985352,"96 305629.34375 +97 304323.75000 +98 307277.37500 +99 282606.15625 +100 315595.96875 +101 282606.15625 +102 288079.87500 +103 305629.34375 +104 284455.31250 +105 287354.62500 +106 289802.12500 +107 307277.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,MLP,0.9602432250976562,"93 70065.119721 +94 151691.749989 +95 158291.240377 +96 153431.235614 +97 167626.175328 +98 183555.488018 +99 213851.114633 +100 259699.788083 +101 323576.772931 +102 388384.293457 +103 477958.828164 +104 695396.710050 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,IPTU,XGBoost,0.6764223575592041,"86 9540.281250 +87 9540.281250 +88 7773.117676 +89 9693.042969 +90 5622.515137 +91 663055.000000 +92 51122.199219 +93 51122.199219 +94 58219.804688 +95 10583.295898 +96 10309.523438 +97 10309.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ISS,MLP,3.129201889038086,"92 93387.407127 +93 100577.373634 +94 104661.417519 +95 109048.919136 +96 114454.874732 +97 121088.191177 +98 129273.295431 +99 137317.620272 +100 145903.817317 +101 154107.052185 +102 162605.234852 +103 167226.804204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ITBI,XGBoost,1.6741852760314941,"92 45630.484375 +93 24423.193359 +94 32640.800781 +95 24423.193359 +96 23169.062500 +97 58372.414062 +98 23169.062500 +99 23169.062500 +100 23315.046875 +101 29362.660156 +102 36563.007812 +103 30358.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,Prophet,0.9736483097076416,"92 791967.1250 +93 891097.5000 +94 917661.0000 +95 852984.3125 +96 888610.1250 +97 852984.3125 +98 852984.3125 +99 877734.6250 +100 839621.3750 +101 839621.3750 +102 825794.6875 +103 904298.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,AR,0.8132047653198242,"92 431063.218750 +93 230291.125000 +94 236147.703125 +95 427431.093750 +96 236147.703125 +97 275294.031250 +98 275294.031250 +99 275844.937500 +100 275313.781250 +101 281030.312500 +102 281048.468750 +103 431063.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,IPTU,XGBoost,1.210930347442627,"96 79523.664062 +97 129943.945312 +98 19793.742188 +99 20139.406250 +100 20245.140625 +101 19243.794922 +102 19440.980469 +103 20389.082031 +104 19406.832031 +105 20389.082031 +106 20139.406250 +107 20389.082031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ISS,MLP,1.3327176570892334,"96 108135.763857 +97 116897.472741 +98 123752.377579 +99 137530.781906 +100 153438.957261 +101 165422.238866 +102 179387.327591 +103 199286.829701 +104 206532.058635 +105 223560.172850 +106 248496.787912 +107 266238.634617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ITBI,SES,1.1756017208099365,"95 19394.873047 +96 9729.186523 +97 6871.139648 +98 15236.676758 +99 15208.004883 +100 14354.984375 +101 14024.279297 +102 13632.350586 +103 7061.789551 +104 14624.757812 +105 7335.759766 +106 8051.903320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,SARIMAX,0.7936367988586426,"96 439226.84375 +97 482096.25000 +98 500453.59375 +99 482096.25000 +100 500494.06250 +101 453225.18750 +102 482096.25000 +103 440011.87500 +104 439226.84375 +105 437481.59375 +106 439226.84375 +107 500453.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,SARIMAX,2.8282768726348877,"96 174816.984375 +97 51847.292969 +98 174816.984375 +99 174816.984375 +100 124278.289062 +101 40813.238281 +102 56417.867188 +103 30872.257812 +104 32919.906250 +105 30872.257812 +106 29831.121094 +107 174816.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,IPTU,XGBoost,0.8049678802490234,"96 15479379.0 +97 15479379.0 +98 15634343.0 +99 15634343.0 +100 15634343.0 +101 15634343.0 +102 15646427.0 +103 15634343.0 +104 15634343.0 +105 15634343.0 +106 15239667.0 +107 54571152.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ISS,MLP,3.1228227615356445,"96 9.538523e+06 +97 9.318013e+06 +98 9.624620e+06 +99 9.927383e+06 +100 1.012988e+07 +101 1.041604e+07 +102 1.061054e+07 +103 1.088143e+07 +104 1.113208e+07 +105 1.150384e+07 +106 1.169316e+07 +107 1.198364e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ITBI,SARIMAX,2.7964231967926025,"96 2392000.75 +97 2319769.50 +98 2334525.25 +99 2362233.50 +100 2244756.25 +101 2244756.25 +102 2329511.00 +103 2359118.75 +104 2330437.25 +105 2415192.25 +106 2330437.25 +107 2448887.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,SES,0.8473162651062012,"96 10707486.0 +97 9577305.0 +98 11957865.0 +99 10512792.0 +100 12079229.0 +101 10512792.0 +102 10512792.0 +103 9577305.0 +104 10545589.0 +105 10640711.0 +106 10791820.0 +107 11957865.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,SARIMAX,0.9254007339477539,"96 15049627.00 +97 8549426.00 +98 7725929.00 +99 15049627.00 +100 13863380.00 +101 7505311.50 +102 5055617.50 +103 4336248.00 +104 4227479.50 +105 4152755.75 +106 4133622.50 +107 15049627.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,IPTU,AR,2.603268623352051,"88 24093.914062 +89 68772.265625 +90 32774.031250 +91 436633.250000 +92 196392.796875 +93 205764.515625 +94 13514.984375 +95 7690.828613 +96 12345.870117 +97 7707.833496 +98 7570.986328 +99 7707.833496 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,0.8205521106719971,"92 320357.938485 +93 327723.426527 +94 346183.386534 +95 351906.801070 +96 369697.570689 +97 369049.766637 +98 392179.032800 +99 412555.793990 +100 403665.669456 +101 433469.003800 +102 427373.649687 +103 461048.653982 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ITBI,SARIMAX,0.744920015335083,"92 101461.843750 +93 77955.765625 +94 59822.792969 +95 101859.406250 +96 101701.453125 +97 77483.218750 +98 80853.203125 +99 80108.351562 +100 101450.343750 +101 80108.351562 +102 102145.679688 +103 101450.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,Prophet,0.8135583400726318,"92 1400500.000 +93 1503321.875 +94 1503321.875 +95 1388364.625 +96 1707872.125 +97 1376228.500 +98 1376228.500 +99 1496011.250 +100 1376228.500 +101 1285750.625 +102 1285750.625 +103 1496011.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,XGBoost,1.035158634185791,"92 1390228.375 +93 1219394.125 +94 1218394.000 +95 1215599.625 +96 1218394.000 +97 1218785.750 +98 1218785.750 +99 1218785.750 +100 1219330.125 +101 1218785.750 +102 1219691.000 +103 1220983.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,IPTU,SARIMAX,0.8531124591827393,"84 4169.356934 +85 8344.158203 +86 6908.440430 +87 6908.440430 +88 46837.265625 +89 5138.817871 +90 5358.901855 +91 3403.783691 +92 2779.044922 +93 3259.366699 +94 5575.191895 +95 4908.589355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ISS,MLP,0.7660658359527588,"96 135044.202391 +97 138210.035316 +98 141702.755108 +99 145940.113966 +100 151095.781403 +101 155194.539276 +102 159496.465556 +103 164891.677159 +104 166348.694030 +105 169873.659510 +106 173731.383224 +107 179170.634382 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ITBI,SES,0.7248413562774658,"96 35304.765625 +97 40497.308594 +98 46294.941406 +99 38554.093750 +100 31864.449219 +101 39162.996094 +102 34288.054688 +103 41086.582031 +104 36724.757812 +105 33363.199219 +106 33180.363281 +107 33180.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,SES,0.9030313491821289,"96 780490.6250 +97 770541.9375 +98 918004.8750 +99 785493.7500 +100 917658.3125 +101 793313.1875 +102 785493.7500 +103 770541.9375 +104 793313.1875 +105 793313.1875 +106 793313.1875 +107 918004.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,XGBoost,0.8170168399810791,"96 522762.718750 +97 177302.421875 +98 240052.234375 +99 520850.437500 +100 510989.468750 +101 177302.421875 +102 128952.843750 +103 132059.875000 +104 188628.203125 +105 128952.843750 +106 98597.875000 +107 522762.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,XGBoost,1.197829246520996,"95 25429.169922 +96 106295.718750 +97 113284.476562 +98 23078.255859 +99 23560.751953 +100 23526.919922 +101 23560.751953 +102 22588.625000 +103 21562.875000 +104 21562.875000 +105 54605.792969 +106 54605.792969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,SARIMAX,1.6335041522979736,"96 29932.199219 +97 24612.824219 +98 23647.259766 +99 29213.363281 +100 29213.363281 +101 23612.250000 +102 23304.732422 +103 29213.363281 +104 29213.363281 +105 23612.250000 +106 29213.363281 +107 29213.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,SARIMAX,1.2913525104522705,"95 8115.324219 +96 13937.357422 +97 12906.817383 +98 14081.786133 +99 14140.482422 +100 16124.823242 +101 16290.741211 +102 14914.498047 +103 11684.786133 +104 10039.598633 +105 14081.786133 +106 13255.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9013047218322754,"96 546833.8750 +97 677527.3750 +98 677812.8750 +99 674086.2500 +100 675838.7500 +101 674086.2500 +102 674086.2500 +103 676652.7500 +104 673211.6875 +105 648739.0625 +106 645407.2500 +107 678166.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,MLP,1.0699868202209473,"96 196133.335406 +97 89380.142025 +98 120091.046893 +99 142085.170254 +100 153949.968951 +101 132812.846155 +102 142570.199758 +103 172492.163773 +104 178915.862865 +105 206655.681826 +106 239998.363613 +107 448875.804464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,IPTU,SES,1.870992660522461,"92 7764.362793 +93 7764.362793 +94 7764.362793 +95 7756.618652 +96 7795.426758 +97 7801.908203 +98 12442.202148 +99 16939.953125 +100 8129.055176 +101 8129.055176 +102 9122.115234 +103 11106.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ISS,MLP,1.3050563335418701,"96 28157.054489 +97 29332.889735 +98 30300.563134 +99 31562.833385 +100 32423.070765 +101 33744.961275 +102 35126.415220 +103 36085.449460 +104 36938.376144 +105 38163.451671 +106 39681.817385 +107 40061.689869 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ITBI,XGBoost,2.765997886657715,"96 19030.892578 +97 27832.808594 +98 21637.775391 +99 21576.363281 +100 21576.363281 +101 21564.400391 +102 21576.363281 +103 21576.363281 +104 21631.710938 +105 29879.289062 +106 21601.220703 +107 21576.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,SARIMAX,1.2454683780670166,"96 803312.8125 +97 962096.9375 +98 962096.9375 +99 962096.9375 +100 944633.3750 +101 962096.9375 +102 962566.5000 +103 955291.9375 +104 949142.5625 +105 956518.0000 +106 811745.0000 +107 990870.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,MLP,0.8880918025970459,"96 225268.307681 +97 89330.534871 +98 106249.658449 +99 140791.450704 +100 116199.083351 +101 95888.005846 +102 103674.713564 +103 111756.436992 +104 121747.494985 +105 131128.930616 +106 143770.526369 +107 388325.840775 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,IPTU,AR,0.9807231426239014,"90 4094.156250 +91 13752.220703 +92 1100.695801 +93 848.039062 +94 848.039062 +95 524.906982 +96 106.630577 +97 3632.074707 +98 1061.754517 +99 1197.064209 +100 382.419037 +101 3632.074707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ISS,MLP,1.4080281257629395,"96 13959.192321 +97 16066.518377 +98 16797.533316 +99 17605.863565 +100 19403.587869 +101 19996.090669 +102 22080.210063 +103 22252.732143 +104 25946.680491 +105 26510.945649 +106 29870.899841 +107 30772.850668 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ITBI,SARIMAX,1.6583070755004883,"78 191.885025 +79 4334.809570 +80 4681.800293 +81 4612.726074 +82 4596.685547 +83 4285.603027 +84 4123.041504 +85 6184.522461 +86 4145.858398 +87 6652.430176 +88 1565.592896 +89 1564.146240 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,XGBoost,1.6697347164154053,"96 492010.46875 +97 436747.21875 +98 433834.40625 +99 521425.59375 +100 430886.09375 +101 338856.93750 +102 338856.93750 +103 425527.25000 +104 286568.03125 +105 402727.28125 +106 409621.93750 +107 431769.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,SARIMAX,0.8525023460388184,"90 69390.398438 +91 69390.398438 +92 72042.585938 +93 72042.585938 +94 72023.328125 +95 72042.585938 +96 72054.218750 +97 72054.218750 +98 71998.906250 +99 72051.648438 +100 72054.218750 +101 69390.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,IPTU,SES,1.149580478668213,"85 23830.648438 +86 23830.648438 +87 41854.652344 +88 336986.156250 +89 48665.222656 +90 34706.851562 +91 56960.562500 +92 28789.470703 +93 35060.976562 +94 31299.398438 +95 31299.398438 +96 50243.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ISS,SARIMAX,0.9882757663726807,"88 27447.636719 +89 34802.742188 +90 27447.636719 +91 27447.636719 +92 30160.580078 +93 30212.785156 +94 30212.785156 +95 30212.785156 +96 30171.613281 +97 30266.701172 +98 30235.169922 +99 30075.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ITBI,SARIMAX,0.8149709701538086,"87 138478.062500 +88 138526.562500 +89 114710.343750 +90 45178.507812 +91 109915.132812 +92 109915.132812 +93 82996.257812 +94 83690.687500 +95 109915.132812 +96 109915.132812 +97 109915.132812 +98 109866.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,XGBoost,1.9991734027862549,"88 834127.8125 +89 934409.0625 +90 915854.7500 +91 813073.0625 +92 916623.0625 +93 831627.3750 +94 831627.3750 +95 934409.0625 +96 831627.3750 +97 831627.3750 +98 831627.3750 +99 915854.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,XGBoost,1.8849811553955078,"88 185423.812500 +89 39220.734375 +90 129523.453125 +91 185423.812500 +92 188303.671875 +93 45348.835938 +94 52554.054688 +95 33355.644531 +96 85513.781250 +97 85414.851562 +98 29837.712891 +99 185423.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,IPTU,XGBoost,0.9723536968231201,"79 19468.925781 +80 14600.792969 +81 12613.282227 +82 14194.950195 +83 26001.591797 +84 203881.421875 +85 26284.382812 +86 22827.671875 +87 39060.894531 +88 11143.795898 +89 18672.955078 +90 15738.307617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ISS,MLP,0.7730634212493896,"88 134746.969448 +89 150583.390348 +90 169587.722303 +91 193014.523190 +92 212147.478607 +93 238040.689006 +94 246863.623131 +95 296814.473862 +96 328922.407467 +97 291527.571782 +98 358763.150440 +99 435032.585643 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ITBI,XGBoost,0.8566865921020508,"88 9421.757812 +89 5977.920410 +90 9685.862305 +91 15144.598633 +92 15315.580078 +93 16552.234375 +94 20745.740234 +95 8566.100586 +96 9104.660156 +97 48202.550781 +98 7188.114746 +99 11068.225586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,XGBoost,0.7483916282653809,"88 521015.21875 +89 620139.81250 +90 620139.81250 +91 521185.03125 +92 586479.50000 +93 571621.12500 +94 621047.68750 +95 521185.03125 +96 572363.37500 +97 582084.62500 +98 581949.81250 +99 582348.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,HWES,0.9686353206634521,"80 205507.531250 +81 204995.359375 +82 236480.593750 +83 235913.703125 +84 141091.156250 +85 236480.593750 +86 140965.781250 +87 141091.156250 +88 324139.031250 +89 141250.765625 +90 204801.656250 +91 236480.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,1.1378159523010254,"93 26427.236328 +94 32661.794922 +95 390125.718750 +96 26740.804688 +97 26740.804688 +98 27481.462891 +99 29325.300781 +100 29670.794922 +101 21020.054688 +102 34949.371094 +103 26427.236328 +104 31727.587891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ISS,MLP,0.8247096538543701,"96 76047.850717 +97 76173.033297 +98 80652.871190 +99 83755.424175 +100 87356.466881 +101 91748.448425 +102 96426.148184 +103 101225.430098 +104 104315.955013 +105 107895.649891 +106 112223.538680 +107 115509.645147 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ITBI,MLP,1.5393447875976562,"96 38330.667512 +97 40011.759003 +98 42203.788362 +99 44303.209231 +100 48528.337485 +101 53037.619156 +102 58297.333208 +103 62295.987235 +104 63981.854295 +105 66251.791763 +106 71280.126197 +107 75969.376442 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,SARIMAX,0.7628936767578125,"96 696827.1250 +97 713352.6250 +98 787855.1250 +99 672601.7500 +100 793318.4375 +101 699178.6875 +102 696195.9375 +103 713352.6250 +104 700334.4375 +105 700334.4375 +106 695370.3125 +107 787855.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,AR,0.8713300228118896,"96 309557.625000 +97 72784.265625 +98 89806.171875 +99 244492.546875 +100 89806.171875 +101 76278.937500 +102 56463.882812 +103 46843.441406 +104 43968.417969 +105 43561.406250 +106 43968.417969 +107 309557.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,IPTU,SARIMAX,0.901343822479248,"91 7595.273926 +92 7962.263184 +93 71931.460938 +94 12611.849609 +95 12338.463867 +96 12293.718750 +97 9616.288086 +98 9770.007812 +99 4206.016113 +100 616.219543 +101 6950.216797 +102 3063.692627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ISS,SARIMAX,0.7147934436798096,"96 24375.851562 +97 25077.775391 +98 24781.326172 +99 31459.892578 +100 31459.892578 +101 32708.312500 +102 31459.892578 +103 32708.312500 +104 31459.892578 +105 25814.958984 +106 32708.312500 +107 32913.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ITBI,XGBoost,1.2649328708648682,"92 8737.071289 +93 9896.960938 +94 7933.813965 +95 7869.698730 +96 7816.105469 +97 7854.703613 +98 7678.314941 +99 7986.699219 +100 7986.699219 +101 12258.911133 +102 9738.875977 +103 9242.993164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,SARIMAX,0.9961707592010498,"96 480672.09375 +97 430170.09375 +98 429912.65625 +99 480672.09375 +100 406244.65625 +101 480672.09375 +102 453000.68750 +103 424880.40625 +104 445652.00000 +105 472707.68750 +106 477207.84375 +107 480853.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,XGBoost,2.708828926086426,"89 66058.460938 +90 66058.460938 +91 102991.601562 +92 82246.593750 +93 66058.460938 +94 102991.601562 +95 102991.601562 +96 102991.601562 +97 102991.601562 +98 151305.515625 +99 151305.515625 +100 66058.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,IPTU,XGBoost,1.2955000400543213,"88 15847.744141 +89 29450.970703 +90 232754.250000 +91 154802.109375 +92 230542.609375 +93 230542.609375 +94 230542.609375 +95 49604.332031 +96 198345.562500 +97 50226.820312 +98 51705.207031 +99 49382.996094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ISS,MLP,0.9221460819244385,"88 492861.031623 +89 417437.704667 +90 387753.636036 +91 435133.316106 +92 420112.388650 +93 413096.920742 +94 509996.656341 +95 332014.333055 +96 442251.392913 +97 479574.991274 +98 532533.434671 +99 506073.508428 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ITBI,MLP,0.84625244140625,"88 27526.519554 +89 28779.761103 +90 33878.088043 +91 39119.955009 +92 44830.772300 +93 49795.173144 +94 55127.735014 +95 63082.339948 +96 69874.236672 +97 76235.095842 +98 87718.999139 +99 101045.954396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,SARIMAX,0.8177990913391113,"88 551358.6875 +89 596276.1250 +90 596276.1250 +91 599013.0625 +92 612143.1875 +93 610921.7500 +94 610921.7500 +95 596910.5625 +96 585955.6250 +97 586831.4375 +98 586831.4375 +99 596276.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,HWES,2.5115275382995605,"81 123307.351562 +82 55989.964844 +83 128911.093750 +84 115504.250000 +85 98680.601562 +86 115796.679688 +87 159826.968750 +88 159826.968750 +89 161616.406250 +90 161616.406250 +91 161628.390625 +92 223245.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,IPTU,AR,1.4646317958831787,"93 3209.295166 +94 3952.968262 +95 3678.224121 +96 2115.535645 +97 26939.380859 +98 10063.408203 +99 6261.580078 +100 4794.770508 +101 3738.581299 +102 5440.132812 +103 7683.968750 +104 6497.783691 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ISS,XGBoost,0.7759048938751221,"96 33854.253906 +97 45475.492188 +98 45501.398438 +99 43764.367188 +100 45475.492188 +101 45733.445312 +102 43764.367188 +103 43764.367188 +104 45733.445312 +105 43764.367188 +106 45475.492188 +107 43871.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ITBI,SARIMAX,1.0357248783111572,"96 4630.236328 +97 4149.041504 +98 4159.802246 +99 3794.484619 +100 4108.151855 +101 3722.741211 +102 2693.900146 +103 4499.370117 +104 4516.250488 +105 6566.482422 +106 6566.482422 +107 2023.996338 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,SARIMAX,3.5364177227020264,"96 497524.75000 +97 486046.03125 +98 484696.15625 +99 497524.75000 +100 471405.25000 +101 495844.03125 +102 497524.75000 +103 463771.31250 +104 516160.12500 +105 448485.93750 +106 474233.68750 +107 483439.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,MLP,1.194016933441162,"96 228759.453905 +97 117281.549666 +98 156911.502204 +99 194396.536298 +100 173057.356419 +101 160227.252754 +102 172064.623007 +103 261574.198473 +104 218147.298094 +105 243319.373473 +106 279459.681115 +107 592856.794988 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,IPTU,HWES,1.8281519412994385,"96 8962.515625 +97 7183.266113 +98 80778.750000 +99 6028.847656 +100 7622.619629 +101 7750.832031 +102 9230.094727 +103 9390.099609 +104 10110.037109 +105 11500.269531 +106 11085.957031 +107 7404.306641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ISS,XGBoost,0.8426406383514404,"96 10230.779297 +97 32271.658203 +98 32271.658203 +99 8313.038086 +100 48465.144531 +101 15012.252930 +102 12927.532227 +103 12716.263672 +104 17521.251953 +105 17935.818359 +106 27678.189453 +107 30230.806641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ITBI,XGBoost,1.3847713470458984,"96 10861.971680 +97 13514.398438 +98 9103.554688 +99 12456.512695 +100 9426.053711 +101 9426.053711 +102 9449.054688 +103 9426.053711 +104 10682.031250 +105 8002.221680 +106 10050.540039 +107 8437.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,MLP,0.8941845893859863,"96 302820.153962 +97 313942.606640 +98 318411.098018 +99 317855.961149 +100 321112.068250 +101 327333.467317 +102 332814.662119 +103 335794.629290 +104 346775.966149 +105 353634.424821 +106 361626.491476 +107 375412.660797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,XGBoost,1.7415788173675537,"96 78715.203125 +97 77387.812500 +98 78726.070312 +99 78715.203125 +100 78643.765625 +101 17908.361328 +102 17908.361328 +103 78715.203125 +104 17150.564453 +105 17199.779297 +106 17053.068359 +107 78643.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,AR,2.5985565185546875,"96 8.554141e+04 +97 1.056079e+06 +98 6.569602e+04 +99 8.616888e+04 +100 9.608855e+04 +101 9.566362e+04 +102 9.566362e+04 +103 1.033922e+05 +104 1.804019e+05 +105 1.804019e+05 +106 1.804019e+05 +107 1.422354e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ISS,MLP,0.8572208881378174,"96 73314.005319 +97 75748.455613 +98 76549.993500 +99 78367.882413 +100 80177.597646 +101 81441.839799 +102 81500.362366 +103 83070.299859 +104 84045.368976 +105 86205.350795 +106 88537.035896 +107 89516.395749 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,SES,0.8608872890472412,"96 51645.199219 +97 37158.296875 +98 27313.935547 +99 47739.910156 +100 31627.306641 +101 29032.724609 +102 29011.195312 +103 38385.664062 +104 27254.466797 +105 40820.535156 +106 32573.273438 +107 34761.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.7760884761810303,"96 766370.0625 +97 799257.5000 +98 792548.0000 +99 799257.5000 +100 799079.7500 +101 754388.1875 +102 760648.6875 +103 799257.5000 +104 738111.2500 +105 738111.2500 +106 741380.2500 +107 792548.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,XGBoost,0.8372166156768799,"96 450091.281250 +97 84096.609375 +98 79058.375000 +99 450091.281250 +100 79058.375000 +101 37683.917969 +102 38837.121094 +103 24288.318359 +104 15353.020508 +105 17254.261719 +106 15353.020508 +107 450091.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,IPTU,XGBoost,1.5505127906799316,"86 3782.123779 +87 4713.465332 +88 3935.547607 +89 11413.134766 +90 22350.734375 +91 9567.958008 +92 17757.636719 +93 17839.257812 +94 17770.548828 +95 17839.257812 +96 17757.636719 +97 17893.134766 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ISS,HWES,2.053480386734009,"92 3703.129883 +93 3919.940918 +94 2725.041748 +95 3361.737305 +96 2725.237061 +97 3260.940186 +98 2169.794922 +99 3162.094482 +100 3262.083252 +101 3492.000488 +102 2725.237061 +103 2843.033203 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ITBI,XGBoost,1.4165468215942383,"88 48400.738281 +89 48105.527344 +90 48345.593750 +91 48456.992188 +92 48461.421875 +93 48532.730469 +94 48808.761719 +95 48153.539062 +96 48105.527344 +97 48345.593750 +98 48532.730469 +99 48105.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,Prophet,0.7717380523681641,"92 322621.71875 +93 341553.15625 +94 320141.84375 +95 406482.25000 +96 371698.87500 +97 404246.40625 +98 361021.71875 +99 331396.09375 +100 356662.15625 +101 430341.68750 +102 343063.12500 +103 365352.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,SES,1.3676741123199463,"90 42656.820312 +91 36333.695312 +92 43000.855469 +93 49989.957031 +94 43808.535156 +95 43888.832031 +96 42876.558594 +97 34526.449219 +98 34484.480469 +99 34767.328125 +100 34476.656250 +101 52929.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,IPTU,SES,0.9788262844085693,"84 1735.665405 +85 3147.705078 +86 2072.568848 +87 1306.617310 +88 2461.176025 +89 41161.914062 +90 64.066994 +91 169.859756 +92 169.859756 +93 151.966492 +94 -103.051651 +95 327.574036 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ISS,XGBoost,1.2660715579986572,"96 17662.640625 +97 17023.632812 +98 17062.867188 +99 17023.632812 +100 17052.259766 +101 17052.259766 +102 17052.259766 +103 17052.259766 +104 67567.710938 +105 6843.443359 +106 6360.075195 +107 6337.699707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ITBI,Prophet,1.3845016956329346,"94 2019.933350 +95 3208.542725 +96 2019.933350 +97 1734.199341 +98 1341.681763 +99 18847.050781 +100 2148.938477 +101 1425.993408 +102 3470.623779 +103 4067.224121 +104 2645.393311 +105 3224.727295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,SARIMAX,3.071600914001465,"96 294868.40625 +97 337027.84375 +98 335914.06250 +99 335914.06250 +100 336285.93750 +101 338174.34375 +102 338174.34375 +103 335914.06250 +104 338174.34375 +105 303118.46875 +106 303165.25000 +107 342885.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,MLP,0.9938771724700928,"95 79801.558709 +96 48520.409297 +97 66772.367554 +98 76055.878716 +99 72414.014430 +100 65896.086147 +101 75634.011709 +102 81007.127957 +103 92886.759073 +104 110382.848233 +105 123975.995631 +106 227098.435789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,XGBoost,1.2957098484039307,"96 22175.433594 +97 20175.796875 +98 20554.970703 +99 21725.263672 +100 19617.681641 +101 188991.906250 +102 373362.187500 +103 18500.544922 +104 15901.755859 +105 21085.511719 +106 20765.615234 +107 18524.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ISS,MLP,0.9808931350708008,"96 93753.641364 +97 97281.454013 +98 101060.212880 +99 103451.916682 +100 106710.927494 +101 109377.985951 +102 109904.202095 +103 113911.384408 +104 114669.346685 +105 118923.110951 +106 122912.528139 +107 123350.702766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,XGBoost,0.8113181591033936,"96 27722.986328 +97 33847.980469 +98 21564.492188 +99 28788.439453 +100 24231.164062 +101 27984.062500 +102 24686.222656 +103 28851.683594 +104 24702.759766 +105 24721.728516 +106 24679.060547 +107 24000.412109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,SARIMAX,0.8984441757202148,"96 661450.9375 +97 661450.9375 +98 677289.4375 +99 661450.9375 +100 644766.5000 +101 648149.8750 +102 661450.9375 +103 661450.9375 +104 649287.1875 +105 646798.8750 +106 646798.8750 +107 675938.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,SARIMAX,1.991297960281372,"96 572543.625000 +97 137604.000000 +98 124166.171875 +99 316751.812500 +100 131694.078125 +101 94086.804688 +102 88101.578125 +103 86604.921875 +104 86604.921875 +105 83469.406250 +106 84379.632812 +107 572543.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,IPTU,AR,0.9888355731964111,"96 2051.161133 +97 30193.515625 +98 81484.937500 +99 184164.984375 +100 8293.210938 +101 6872.578125 +102 5052.959473 +103 6276.424316 +104 929.613098 +105 910.325684 +106 6825.258301 +107 5052.959473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ISS,SES,1.6975419521331787,"96 20878.453125 +97 21988.505859 +98 22923.513672 +99 22068.652344 +100 22068.652344 +101 20878.453125 +102 22941.136719 +103 22068.652344 +104 22068.652344 +105 22382.226562 +106 22068.652344 +107 22923.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ITBI,SARIMAX,0.7994532585144043,"96 17447.042969 +97 37543.484375 +98 39169.183594 +99 39075.640625 +100 38806.839844 +101 39075.640625 +102 39075.640625 +103 39075.640625 +104 38806.839844 +105 39075.640625 +106 39028.308594 +107 39075.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,Prophet,0.7938582897186279,"96 307025.12500 +97 439367.21875 +98 507909.96875 +99 439367.21875 +100 506602.03125 +101 439367.21875 +102 439367.21875 +103 439367.21875 +104 439367.21875 +105 320198.96875 +106 333144.62500 +107 507909.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,XGBoost,1.4767875671386719,"96 259741.937500 +97 120139.101562 +98 148143.828125 +99 259741.937500 +100 148143.828125 +101 116246.429688 +102 111470.648438 +103 98495.156250 +104 85414.203125 +105 85414.203125 +106 85414.203125 +107 259741.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,IPTU,SARIMAX,0.7227656841278076,"89 46792.417969 +90 104150.328125 +91 426711.218750 +92 103936.664062 +93 103936.664062 +94 103936.664062 +95 103936.664062 +96 103936.664062 +97 108917.640625 +98 48376.933594 +99 48376.933594 +100 48376.933594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ISS,Prophet,2.1812641620635986,"96 329938.28125 +97 330291.87500 +98 330986.43750 +99 330221.12500 +100 330047.03125 +101 368195.15625 +102 330986.43750 +103 329472.75000 +104 330986.43750 +105 331392.31250 +106 330221.12500 +107 368032.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ITBI,MLP,0.9919600486755371,"96 277907.247756 +97 309225.043435 +98 330749.782662 +99 332525.548424 +100 369026.408150 +101 380623.643678 +102 414212.156283 +103 461006.028600 +104 488943.671189 +105 543862.017039 +106 600787.079492 +107 661293.186428 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,XGBoost,0.9777090549468994,"96 1211056.375 +97 1247374.625 +98 1406227.125 +99 1238204.875 +100 1452993.625 +101 1237742.125 +102 1237742.125 +103 1247374.625 +104 1236856.625 +105 1235663.750 +106 1247333.375 +107 1406227.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,AR,1.2128472328186035,"96 375063.531250 +97 114821.554688 +98 170135.531250 +99 322468.500000 +100 272647.750000 +101 94596.359375 +102 59716.218750 +103 59716.218750 +104 36635.695312 +105 30649.625000 +106 20968.605469 +107 375063.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,IPTU,AR,1.2507684230804443,"94 3177.500732 +95 8869.746094 +96 11651.384766 +97 67428.703125 +98 156942.562500 +99 256295.546875 +100 10740.775391 +101 29873.509766 +102 18018.080078 +103 23546.367188 +104 18889.041016 +105 18889.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ISS,MLP,1.1227450370788574,"96 64459.825179 +97 65368.386358 +98 67237.581242 +99 69024.451417 +100 70748.695662 +101 72620.837361 +102 74555.019570 +103 76087.510295 +104 77232.286124 +105 78108.659388 +106 79520.844534 +107 81087.284133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ITBI,AR,0.9980142116546631,"96 41291.800781 +97 119150.742188 +98 47135.835938 +99 45036.253906 +100 85751.773438 +101 57056.679688 +102 43583.195312 +103 196694.031250 +104 187254.859375 +105 27095.666016 +106 19645.380859 +107 16684.193359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,XGBoost,0.7535808086395264,"96 8.536192e+05 +97 1.059688e+06 +98 1.098818e+06 +99 1.057706e+06 +100 1.104801e+06 +101 1.057706e+06 +102 1.057706e+06 +103 1.057706e+06 +104 1.057706e+06 +105 8.914224e+05 +106 9.665459e+05 +107 1.074946e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,AR,0.9190089702606201,"96 240602.921875 +97 47412.144531 +98 97816.796875 +99 240602.921875 +100 250306.625000 +101 47490.042969 +102 44825.191406 +103 75184.453125 +104 75108.570312 +105 75108.570312 +106 63525.390625 +107 240602.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,MLP,3.010774850845337,"83 1.843285e+04 +84 2.771907e+04 +85 4.234674e+04 +86 6.458855e+04 +87 1.333430e+05 +88 1.330699e+05 +89 1.993985e+05 +90 3.043832e+05 +91 4.628063e+05 +92 7.048153e+05 +93 1.073536e+06 +94 1.638052e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,XGBoost,2.27251935005188,"96 12658.400391 +97 19437.470703 +98 25279.326172 +99 19702.162109 +100 27602.511719 +101 27602.511719 +102 27831.916016 +103 20067.972656 +104 27762.929688 +105 19615.156250 +106 27538.568359 +107 17072.357422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,XGBoost,0.782569169998169,"86 27715.220703 +87 24916.080078 +88 9791.198242 +89 19902.226562 +90 9989.051758 +91 9989.051758 +92 8900.904297 +93 391.635254 +94 30699.710938 +95 6490.060059 +96 17622.917969 +97 19842.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,SARIMAX,0.80576491355896,"96 1.031756e+06 +97 1.103524e+06 +98 1.101502e+06 +99 1.161979e+06 +100 1.101502e+06 +101 1.183474e+06 +102 1.122121e+06 +103 1.103524e+06 +104 1.040569e+06 +105 1.045053e+06 +106 1.018748e+06 +107 1.108932e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,XGBoost,1.0376434326171875,"92 116069.828125 +93 36128.484375 +94 36128.484375 +95 128849.601562 +96 112308.890625 +97 35689.292969 +98 29341.966797 +99 26334.724609 +100 29502.019531 +101 26359.742188 +102 25409.759766 +103 116069.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,IPTU,SES,1.0203897953033447,"73 3601.131348 +74 687.132996 +75 2295.955811 +76 2678.046875 +77 496.270599 +78 236.097610 +79 641.919312 +80 787.917419 +81 236.097610 +82 671.497803 +83 56660.011719 +84 929.723389 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ISS,MLP,1.436664342880249,"88 58584.473885 +89 76863.999389 +90 73076.814175 +91 82103.851933 +92 95772.236361 +93 107693.533842 +94 87475.181241 +95 95854.517744 +96 95918.766018 +97 104209.269785 +98 124855.275617 +99 108585.186615 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ITBI,Prophet,1.634842872619629,"75 8234.285156 +76 18753.308594 +77 6697.205078 +78 14850.332031 +79 12740.378906 +80 11612.542969 +81 14715.496094 +82 28807.447266 +83 18611.238281 +84 16303.013672 +85 11325.515625 +86 22379.466797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,XGBoost,2.381349563598633,"88 309837.81250 +89 346984.81250 +90 354786.25000 +91 346984.81250 +92 359544.75000 +93 346984.81250 +94 346984.81250 +95 346984.81250 +96 339101.90625 +97 323883.71875 +98 323883.71875 +99 347063.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,SARIMAX,1.1405901908874512,"84 138697.968750 +85 68745.921875 +86 78839.984375 +87 78839.984375 +88 86004.625000 +89 78524.093750 +90 68828.351562 +91 66700.367188 +92 66719.046875 +93 66818.203125 +94 66700.367188 +95 138697.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,IPTU,HWES,0.8910510540008545,"86 25225.556641 +87 25636.990234 +88 25689.201172 +89 50427.847656 +90 77252.062500 +91 54464.007812 +92 54340.832031 +93 -1758.430908 +94 -9986.890625 +95 -9986.890625 +96 -9742.481445 +97 296.453644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ISS,MLP,0.8548319339752197,"96 128738.958134 +97 130609.322979 +98 133479.105830 +99 136796.445598 +100 139989.594837 +101 142975.606766 +102 146345.095623 +103 149893.685426 +104 153069.495803 +105 156098.976078 +106 159194.564674 +107 161625.509636 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ITBI,XGBoost,2.634885787963867,"96 29395.599609 +97 52706.632812 +98 51700.308594 +99 59760.878906 +100 48517.328125 +101 53291.519531 +102 47569.566406 +103 54193.664062 +104 51490.972656 +105 50837.792969 +106 50837.792969 +107 52727.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,SARIMAX,1.2216215133666992,"96 9.292405e+05 +97 1.108561e+06 +98 1.106180e+06 +99 1.108561e+06 +100 1.056064e+06 +101 1.108561e+06 +102 1.045051e+06 +103 1.045051e+06 +104 1.045051e+06 +105 1.027955e+06 +106 1.023162e+06 +107 1.036767e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,XGBoost,0.9967837333679199,"96 915983.18750 +97 349105.03125 +98 381923.53125 +99 914946.25000 +100 533593.81250 +101 349105.03125 +102 326815.03125 +103 326815.03125 +104 322945.78125 +105 324404.21875 +106 322945.78125 +107 915983.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,XGBoost,0.8262772560119629,"73 121.164879 +74 80.233467 +75 80.233467 +76 3635.668213 +77 619.760986 +78 830.877930 +79 773.127319 +80 705.372559 +81 686.069702 +82 2469.943115 +83 2503.657471 +84 5270.475586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ISS,SARIMAX,0.889397382736206,"96 37428.300781 +97 38386.855469 +98 42567.609375 +99 37428.300781 +100 43321.914062 +101 42992.390625 +102 37428.300781 +103 42567.609375 +104 43018.675781 +105 42567.609375 +106 42992.390625 +107 37428.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,XGBoost,1.8747305870056152,"79 -389.003418 +80 1580.952881 +81 1759.973999 +82 2308.064453 +83 2342.069824 +84 1643.004517 +85 7119.811035 +86 971.885315 +87 1141.481567 +88 1643.004517 +89 2742.001465 +90 1745.120483 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,SARIMAX,1.0826528072357178,"96 354523.18750 +97 417215.71875 +98 417711.59375 +99 406516.87500 +100 417371.87500 +101 406516.87500 +102 406516.87500 +103 417215.71875 +104 406516.87500 +105 406516.87500 +106 410730.62500 +107 420632.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,MLP,0.917008638381958,"89 39325.859738 +90 28057.874052 +91 34053.459581 +92 44057.255197 +93 42824.467903 +94 49494.938199 +95 58530.248772 +96 71140.000950 +97 88356.387672 +98 109413.208554 +99 135485.516759 +100 199966.425167 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,IPTU,XGBoost,1.0187361240386963,"95 1.141704e+06 +96 1.335706e+06 +97 3.193061e+05 +98 2.289829e+05 +99 2.402990e+05 +100 2.388542e+05 +101 2.388542e+05 +102 2.460632e+05 +103 2.308020e+05 +104 1.386684e+05 +105 2.388542e+05 +106 2.233674e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ISS,SARIMAX,1.033862829208374,"96 1233900.25 +97 1234321.00 +98 1234321.00 +99 1234321.00 +100 1234321.00 +101 1234321.00 +102 1234321.00 +103 1233900.25 +104 1233900.25 +105 1233900.25 +106 1233900.25 +107 1233900.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ITBI,XGBoost,0.761746883392334,"96 112705.210938 +97 139552.281250 +98 121371.882812 +99 223171.781250 +100 158338.640625 +101 199519.046875 +102 176111.296875 +103 167969.218750 +104 162874.390625 +105 121371.882812 +106 176670.734375 +107 138450.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,SARIMAX,1.035839319229126,"96 1819652.625 +97 1972068.500 +98 1968103.250 +99 1972068.500 +100 1968186.375 +101 1862735.750 +102 2015464.125 +103 1972068.500 +104 1769133.125 +105 1769133.125 +106 1769133.125 +107 1968103.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,AR,1.0737061500549316,"96 1.547945e+06 +97 7.138527e+05 +98 8.864446e+05 +99 1.547945e+06 +100 1.547945e+06 +101 5.934051e+05 +102 4.641728e+05 +103 4.641728e+05 +104 4.541701e+05 +105 3.702420e+05 +106 2.842336e+05 +107 1.547945e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,IPTU,SARIMAX,0.9736700057983398,"93 12005.635742 +94 12005.635742 +95 30642.398438 +96 12005.635742 +97 30642.398438 +98 46225.269531 +99 835099.062500 +100 60140.792969 +101 60140.792969 +102 60140.792969 +103 60140.792969 +104 64755.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ISS,HWES,1.4823682308197021,"96 286098.937500 +97 245329.078125 +98 278759.500000 +99 226658.812500 +100 268609.218750 +101 245329.078125 +102 278353.687500 +103 278353.687500 +104 245329.078125 +105 278759.500000 +106 237538.218750 +107 278353.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ITBI,XGBoost,0.7877168655395508,"95 22020.826172 +96 18760.789062 +97 16415.302734 +98 23042.183594 +99 23876.234375 +100 16415.302734 +101 32759.664062 +102 16415.302734 +103 17348.519531 +104 15832.063477 +105 16254.568359 +106 16254.568359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,SARIMAX,0.7471449375152588,"96 550056.0000 +97 651464.2500 +98 624005.8125 +99 642898.0625 +100 630349.5000 +101 622470.1250 +102 642898.0625 +103 642898.0625 +104 617648.8750 +105 617509.1875 +106 594561.7500 +107 647526.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,XGBoost,2.9314920902252197,"96 715522.812500 +97 274391.156250 +98 590520.500000 +99 715522.812500 +100 590520.500000 +101 178326.656250 +102 177932.906250 +103 186238.281250 +104 198024.937500 +105 157768.625000 +106 143563.703125 +107 712473.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,IPTU,SARIMAX,1.5657246112823486,"89 1459.132446 +90 1158.235840 +91 987.544312 +92 41597.226562 +93 29700.869141 +94 11543.234375 +95 12597.462891 +96 31633.923828 +97 27196.078125 +98 26620.738281 +99 26757.337891 +100 26818.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ISS,MLP,1.0830650329589844,"96 36200.902663 +97 39340.645948 +98 43716.775603 +99 48455.840185 +100 52694.214266 +101 57759.582262 +102 63942.525840 +103 70864.422422 +104 77768.288148 +105 85138.971790 +106 92868.560058 +107 101808.797726 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ITBI,XGBoost,0.9743218421936035,"75 6281.381348 +76 4151.493164 +77 4151.493164 +78 4151.493164 +79 6281.381348 +80 6281.381348 +81 3105.237061 +82 4151.493164 +83 1854.029663 +84 2900.286865 +85 15570.025391 +86 5064.637695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,XGBoost,0.8980345726013184,"96 246147.406250 +97 303556.218750 +98 305614.562500 +99 283887.625000 +100 305614.562500 +101 283887.625000 +102 283887.625000 +103 303556.218750 +104 250428.421875 +105 250428.421875 +106 250428.421875 +107 305614.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,AR,1.0338900089263916,"96 63069.945312 +97 18270.812500 +98 25061.595703 +99 33224.109375 +100 23302.263672 +101 8617.069336 +102 15345.782227 +103 10016.464844 +104 7356.741699 +105 7652.234863 +106 7115.107910 +107 108785.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,IPTU,HWES,1.6028180122375488,"96 11286.524414 +97 7813.564941 +98 51229.593750 +99 41447.042969 +100 9446.990234 +101 10981.813477 +102 3982.365234 +103 5781.770020 +104 5781.770020 +105 9446.990234 +106 4811.293945 +107 9559.317383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ISS,MLP,1.4837632179260254,"96 53602.235853 +97 64775.804259 +98 77751.564480 +99 94617.842918 +100 113484.195720 +101 136635.118210 +102 165725.646839 +103 192550.238588 +104 232863.972229 +105 286926.533726 +106 352652.219880 +107 414983.715472 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ITBI,XGBoost,0.8976919651031494,"95 12123.434570 +96 12123.434570 +97 6919.777832 +98 12123.434570 +99 7820.935547 +100 12123.434570 +101 12359.352539 +102 12496.331055 +103 12359.352539 +104 8697.750000 +105 14810.023438 +106 12240.817383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,SARIMAX,0.8485634326934814,"96 431304.65625 +97 543483.62500 +98 544718.68750 +99 543483.62500 +100 544718.68750 +101 490694.75000 +102 490694.75000 +103 543684.93750 +104 490493.81250 +105 471540.00000 +106 474261.87500 +107 532009.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,XGBoost,1.0558505058288574,"93 108899.921875 +94 108841.156250 +95 94196.773438 +96 94196.773438 +97 94196.773438 +98 94196.773438 +99 94196.773438 +100 108859.742188 +101 108730.648438 +102 108863.164062 +103 108826.445312 +104 94196.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,IPTU,SARIMAX,0.815603494644165,"77 5028.943848 +78 5303.105469 +79 147165.640625 +80 237607.968750 +81 143259.390625 +82 143323.046875 +83 143323.046875 +84 143323.046875 +85 143323.046875 +86 143323.046875 +87 143259.390625 +88 143323.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ISS,MLP,0.8970396518707275,"96 51482.743559 +97 53404.149778 +98 53350.959365 +99 57379.472361 +100 59862.773906 +101 61598.384197 +102 62571.877670 +103 63273.599794 +104 72241.822468 +105 70782.604200 +106 72990.359913 +107 75997.221555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ITBI,MLP,0.7360749244689941,"81 25181.964235 +82 28408.001702 +83 32239.338816 +84 42500.630677 +85 54775.418534 +86 69870.038335 +87 87217.289824 +88 115062.786928 +89 151458.042839 +90 197078.542039 +91 258046.736041 +92 342720.888483 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,SES,0.8152408599853516,"96 404760.62500 +97 444157.78125 +98 513662.25000 +99 432526.62500 +100 513662.25000 +101 444446.96875 +102 432526.62500 +103 439527.65625 +104 449337.15625 +105 449380.81250 +106 432103.96875 +107 513662.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,SARIMAX,3.5572245121002197,"96 293839.687500 +97 76998.773438 +98 64249.660156 +99 88493.507812 +100 88653.398438 +101 68780.820312 +102 64178.039062 +103 47348.238281 +104 76484.898438 +105 46514.710938 +106 46514.710938 +107 293839.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,IPTU,HWES,0.9293701648712158,"96 668.859375 +97 668.859375 +98 49617.039062 +99 40019.746094 +100 40019.746094 +101 4658.583496 +102 4128.871094 +103 4128.871094 +104 4128.871094 +105 4128.871094 +106 837.235596 +107 4168.217285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ISS,MLP,1.5932180881500244,"96 22803.724310 +97 24028.021533 +98 24844.371354 +99 25062.923628 +100 26044.689403 +101 26800.721220 +102 27975.283344 +103 29076.686424 +104 29866.940581 +105 30743.156910 +106 31615.990682 +107 32644.329245 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ITBI,XGBoost,0.83363938331604,"96 14699.859375 +97 29752.107422 +98 20640.277344 +99 15226.414062 +100 17131.632812 +101 29769.021484 +102 30438.607422 +103 32750.333984 +104 15615.269531 +105 11410.340820 +106 17212.015625 +107 29769.021484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,SARIMAX,0.8989884853363037,"96 541336.9375 +97 683723.1875 +98 672043.6875 +99 683723.1875 +100 668661.1875 +101 683723.1875 +102 687111.6875 +103 684742.1250 +104 681319.3750 +105 653050.1250 +106 660366.9375 +107 682814.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,SARIMAX,1.059807538986206,"96 129987.320312 +97 144538.234375 +98 144483.312500 +99 129987.320312 +100 129987.320312 +101 143991.328125 +102 143991.328125 +103 138014.468750 +104 137849.859375 +105 138210.453125 +106 137760.765625 +107 129987.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,IPTU,HWES,1.3643112182617188,"85 1443.282349 +86 1636.516235 +87 3247.784180 +88 2404.395752 +89 2404.395752 +90 4396.177734 +91 3897.655518 +92 -282.646027 +93 -83.849808 +94 749.658142 +95 -17.469582 +96 3223.505371 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ISS,XGBoost,1.5286979675292969,"96 9350.188477 +97 17440.759766 +98 17123.746094 +99 11589.914062 +100 6686.967285 +101 11792.937500 +102 8325.831055 +103 8551.271484 +104 6901.566406 +105 11775.971680 +106 6666.537598 +107 6889.503906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ITBI,XGBoost,0.8110709190368652,"94 -652.193787 +95 10525.551758 +96 12354.513672 +97 9023.901367 +98 12001.519531 +99 10736.053711 +100 10577.848633 +101 12204.492188 +102 12955.226562 +103 10818.460938 +104 12204.492188 +105 12122.802734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,XGBoost,2.41585373878479,"96 403218.1875 +97 534124.0000 +98 534413.8750 +99 486650.8750 +100 542236.6875 +101 486650.8750 +102 486650.8750 +103 534124.0000 +104 486650.8750 +105 458852.5000 +106 458852.5000 +107 534413.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,MLP,0.9503557682037354,"96 126865.073285 +97 69648.440820 +98 76345.293365 +99 100077.879072 +100 84232.791994 +101 55954.521427 +102 53259.491140 +103 59278.386001 +104 59007.155793 +105 60950.809791 +106 66331.531372 +107 207841.806557 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,IPTU,MLP,1.158522605895996,"96 3.919761e+05 +97 4.751268e+05 +98 1.624672e+06 +99 5.941247e+05 +100 4.942012e+05 +101 5.473992e+05 +102 6.102929e+05 +103 6.786502e+05 +104 7.494080e+05 +105 8.427298e+05 +106 9.378892e+05 +107 1.085126e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ISS,AR,0.9205307960510254,"96 3441757.50 +97 3429316.75 +98 3460701.75 +99 3457397.25 +100 3448747.75 +101 3448747.75 +102 3450131.50 +103 3480461.75 +104 3480461.75 +105 3450131.50 +106 3435848.75 +107 3473085.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ITBI,XGBoost,1.0130960941314697,"95 79912.210938 +96 55110.234375 +97 55110.234375 +98 28817.714844 +99 61173.269531 +100 28673.287109 +101 28246.216797 +102 9754.011719 +103 18859.757812 +104 28246.216797 +105 43261.269531 +106 44500.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,MLP,0.8913261890411377,"96 2.579228e+06 +97 2.635576e+06 +98 2.663127e+06 +99 2.677210e+06 +100 2.716607e+06 +101 2.711120e+06 +102 2.751793e+06 +103 2.794928e+06 +104 2.833371e+06 +105 2.885904e+06 +106 2.947009e+06 +107 3.020756e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,XGBoost,1.0118975639343262,"96 264842.000000 +97 110583.757812 +98 131358.781250 +99 264842.000000 +100 264842.000000 +101 131358.781250 +102 108560.234375 +103 100125.515625 +104 100125.515625 +105 79632.046875 +106 79632.046875 +107 264842.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,IPTU,XGBoost,0.8640971183776855,"95 1978.136108 +96 2638.297119 +97 2109.706299 +98 2638.297119 +99 28895.623047 +100 11883.175781 +101 1730.656494 +102 8515.215820 +103 1054.101685 +104 1054.101685 +105 1054.101685 +106 1649.399658 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ISS,MLP,1.0055396556854248,"96 24377.146974 +97 25772.633578 +98 26924.893765 +99 27906.367955 +100 29032.704950 +101 30911.302148 +102 30120.699166 +103 31203.574891 +104 32294.064232 +105 33676.733080 +106 34487.195806 +107 36526.261148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ITBI,XGBoost,2.461695909500122,"94 1134.836670 +95 11219.111328 +96 11219.111328 +97 1134.836670 +98 1139.245483 +99 11219.111328 +100 11840.639648 +101 4757.338867 +102 11840.639648 +103 11840.639648 +104 10965.422852 +105 11484.283203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,SARIMAX,1.6517391204833984,"96 782207.5000 +97 874536.2500 +98 874567.8750 +99 809036.4375 +100 875355.1875 +101 771306.0625 +102 809036.4375 +103 874536.2500 +104 771306.0625 +105 771306.0625 +106 793753.6875 +107 874567.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,XGBoost,0.9164845943450928,"96 156498.000000 +97 141036.515625 +98 49262.992188 +99 49077.332031 +100 49262.992188 +101 39934.503906 +102 32757.531250 +103 39864.210938 +104 33337.757812 +105 33221.242188 +106 32752.435547 +107 56789.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,1.005356788635254,"87 6716.166504 +88 16158.375000 +89 49004.382812 +90 6137.818359 +91 5304.288086 +92 3786.861084 +93 3786.861084 +94 3216.413330 +95 3216.413330 +96 2288.926025 +97 2293.314209 +98 3596.873047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ISS,XGBoost,1.1026732921600342,"96 15985.584961 +97 15976.145508 +98 16122.290039 +99 16113.617188 +100 15622.706055 +101 15976.145508 +102 15976.145508 +103 15976.145508 +104 15976.145508 +105 15976.145508 +106 16122.290039 +107 15976.145508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ITBI,XGBoost,0.8743438720703125,"95 17625.007812 +96 26874.285156 +97 23357.824219 +98 20448.462891 +99 30643.138672 +100 30561.582031 +101 36786.117188 +102 30431.064453 +103 29123.978516 +104 36822.035156 +105 30446.759766 +106 36786.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,MLP,0.9624567031860352,"96 423120.306095 +97 433584.431813 +98 437823.702991 +99 439842.897338 +100 446016.748959 +101 444373.689976 +102 451221.741346 +103 458426.953843 +104 464913.116151 +105 474132.308575 +106 485041.767519 +107 498034.730272 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,XGBoost,1.8358769416809082,"96 78472.164062 +97 34179.628906 +98 48674.660156 +99 68548.078125 +100 48674.660156 +101 17801.966797 +102 25040.443359 +103 17699.478516 +104 15845.926758 +105 19766.675781 +106 19475.373047 +107 78472.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,IPTU,AR,1.2673892974853516,"96 10772.529297 +97 10663.078125 +98 30378.267578 +99 13157.990234 +100 95203.039062 +101 129154.203125 +102 24688.533203 +103 45675.906250 +104 76946.039062 +105 37288.683594 +106 35861.664062 +107 26449.974609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ISS,MLP,0.7643623352050781,"96 201556.042219 +97 196509.372232 +98 202711.687117 +99 212230.949151 +100 217227.952904 +101 223257.673912 +102 224966.731550 +103 224345.005530 +104 224291.056272 +105 229991.451538 +106 246645.151623 +107 254877.138301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ITBI,MLP,0.9593334197998047,"96 121068.487241 +97 135643.571386 +98 151688.385794 +99 161015.281563 +100 178888.991266 +101 170764.901126 +102 188939.245809 +103 199024.467733 +104 203834.374053 +105 225336.719576 +106 248416.136023 +107 278193.992733 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,SES,2.5431463718414307,"96 588067.0000 +97 643596.1250 +98 743316.8125 +99 634755.8750 +100 749302.4375 +101 634755.8750 +102 634755.8750 +103 640323.4375 +104 634755.8750 +105 624023.8125 +106 622433.4375 +107 724886.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,XGBoost,1.0492215156555176,"96 248083.109375 +97 136515.484375 +98 129266.593750 +99 247982.093750 +100 247723.546875 +101 129266.593750 +102 108008.093750 +103 118708.328125 +104 79058.343750 +105 73631.406250 +106 75200.742188 +107 248083.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,IPTU,SARIMAX,1.3410649299621582,"93 5950.710938 +94 47814.328125 +95 113979.828125 +96 44425.742188 +97 2514.740234 +98 9730.882812 +99 9953.433594 +100 10226.749023 +101 9953.433594 +102 12338.463867 +103 9953.433594 +104 9758.106445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ISS,SES,2.009195566177368,"96 69471.570312 +97 68091.054688 +98 67700.406250 +99 69438.890625 +100 69438.890625 +101 69438.890625 +102 69566.164062 +103 69438.890625 +104 69471.570312 +105 69438.890625 +106 69438.890625 +107 69553.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ITBI,SES,0.6946980953216553,"96 25486.513672 +97 29598.568359 +98 25559.519531 +99 31920.869141 +100 24440.757812 +101 24269.751953 +102 27478.214844 +103 31991.642578 +104 24440.757812 +105 30214.011719 +106 24327.917969 +107 24974.486328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,SARIMAX,0.8706300258636475,"96 443575.71875 +97 471203.03125 +98 500631.71875 +99 470732.03125 +100 503430.46875 +101 470732.03125 +102 470732.03125 +103 469390.93750 +104 451870.62500 +105 458750.84375 +106 451849.46875 +107 500352.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,XGBoost,0.9119203090667725,"95 274706.437500 +96 60031.664062 +97 122261.796875 +98 122235.093750 +99 122261.796875 +100 54604.460938 +101 49722.613281 +102 53681.042969 +103 36695.812500 +104 44954.078125 +105 44954.078125 +106 275239.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,IPTU,XGBoost,1.4425687789916992,"86 3072.285156 +87 1558.454346 +88 2325.367676 +89 2367.829346 +90 2133.600098 +91 2184.810303 +92 2282.308838 +93 21332.298828 +94 2694.461426 +95 2242.063477 +96 2259.701904 +97 2453.701660 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ISS,MLP,2.1293232440948486,"96 16854.813719 +97 19347.124565 +98 21555.299498 +99 24417.512003 +100 27799.425731 +101 32007.837481 +102 37043.972242 +103 42702.155164 +104 48992.294671 +105 55507.510304 +106 61398.736699 +107 70410.702552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ITBI,XGBoost,2.577357053756714,"89 44207.660156 +90 20069.718750 +91 15961.103516 +92 44207.660156 +93 44207.660156 +94 44207.660156 +95 15925.748047 +96 44207.660156 +97 17933.236328 +98 44207.660156 +99 15972.786133 +100 24146.568359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,SES,0.8343954086303711,"96 313865.81250 +97 373910.87500 +98 389950.84375 +99 382267.59375 +100 396781.84375 +101 382267.59375 +102 382267.59375 +103 386672.06250 +104 370505.84375 +105 355294.90625 +106 366773.62500 +107 389950.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,MLP,0.9382007122039795,"96 88400.663301 +97 40704.778495 +98 50503.115013 +99 69612.054025 +100 63647.762188 +101 62413.613267 +102 58883.115812 +103 65759.832705 +104 68172.528764 +105 75286.024463 +106 86477.012113 +107 166438.701745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,XGBoost,1.723125696182251,"95 10604.522461 +96 10460.835938 +97 10507.777344 +98 7341.097656 +99 16891.744141 +100 11453.410156 +101 1001.529846 +102 9767.058594 +103 11314.186523 +104 14719.447266 +105 14667.714844 +106 14702.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,XGBoost,1.0018634796142578,"96 17339.986328 +97 13826.568359 +98 14186.061523 +99 32662.824219 +100 32662.824219 +101 14014.875000 +102 32662.824219 +103 13826.568359 +104 13826.568359 +105 32662.824219 +106 32662.824219 +107 32662.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,SARIMAX,0.676985502243042,"96 84052.523438 +97 124421.000000 +98 79393.648438 +99 46709.656250 +100 68768.125000 +101 55328.343750 +102 67014.273438 +103 51201.519531 +104 67130.437500 +105 66647.828125 +106 66538.343750 +107 67014.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,SES,1.9700565338134766,"96 789289.4375 +97 716732.8125 +98 789289.4375 +99 871797.7500 +100 880983.7500 +101 871797.7500 +102 871797.7500 +103 727745.3750 +104 871797.7500 +105 750769.0625 +106 731331.6875 +107 736523.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2187058925628662,"96 50775.609375 +97 16338.323242 +98 12789.376953 +99 54915.441406 +100 54915.441406 +101 11442.679688 +102 14941.971680 +103 11941.071289 +104 13451.001953 +105 11856.653320 +106 13474.769531 +107 50775.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,IPTU,XGBoost,3.097262144088745,"95 8.020011e+05 +96 8.727021e+05 +97 7.301082e+05 +98 1.000868e+06 +99 1.852714e+06 +100 1.852714e+06 +101 1.855496e+06 +102 4.582546e+06 +103 5.719632e+05 +104 5.009561e+05 +105 2.531217e+05 +106 1.767630e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,1.1791856288909912,"96 2369715.0 +97 2369715.0 +98 2369715.0 +99 2369715.0 +100 2369715.0 +101 2369715.0 +102 2369715.0 +103 2369715.0 +104 2369715.0 +105 2369715.0 +106 2369715.0 +107 2369715.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ITBI,SARIMAX,0.8766958713531494,"96 943073.8125 +97 776649.0625 +98 776649.0625 +99 774106.5625 +100 777627.5000 +101 943073.8125 +102 941525.5000 +103 943073.8125 +104 943073.8125 +105 943073.8125 +106 943073.8125 +107 943073.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,SARIMAX,3.4631762504577637,"96 6470017.0 +97 7800942.0 +98 7768797.5 +99 8025378.5 +100 7964860.5 +101 7628382.5 +102 8025378.5 +103 7800942.0 +104 7651710.0 +105 7651126.0 +106 6691319.0 +107 7808451.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,AR,1.4535143375396729,"96 6767514.50 +97 3420407.25 +98 3422549.00 +99 6767294.00 +100 6132828.50 +101 2948074.50 +102 2623500.25 +103 2496715.75 +104 2333920.75 +105 2197687.00 +106 2179262.25 +107 6769983.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,IPTU,XGBoost,0.947023868560791,"96 8824.900391 +97 58672.742188 +98 58592.550781 +99 22041.076172 +100 26872.357422 +101 21034.705078 +102 21034.705078 +103 24079.820312 +104 10725.562500 +105 12600.617188 +106 10999.611328 +107 10999.611328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ISS,XGBoost,1.6181154251098633,"96 19009.673828 +97 24925.681641 +98 24925.681641 +99 24919.695312 +100 25000.480469 +101 24925.681641 +102 24919.695312 +103 24765.080078 +104 25000.480469 +105 24919.695312 +106 24925.681641 +107 24925.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ITBI,MLP,2.954983949661255,"88 26163.768991 +89 28222.442588 +90 30719.166104 +91 32420.110998 +92 33828.031906 +93 32779.560293 +94 35597.943709 +95 36612.509293 +96 38709.684260 +97 40375.531388 +98 44428.725478 +99 48618.220533 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,SARIMAX,2.621401786804199,"96 545092.4375 +97 596413.0000 +98 604760.8750 +99 593912.5000 +100 607078.2500 +101 587947.3750 +102 593912.5000 +103 593912.5000 +104 568371.4375 +105 568366.6875 +106 561833.3125 +107 607666.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,SARIMAX,1.0180342197418213,"96 130979.304688 +97 53281.781250 +98 64677.488281 +99 130979.304688 +100 130979.304688 +101 53124.937500 +102 25439.250000 +103 23847.169922 +104 21893.320312 +105 21848.548828 +106 21942.142578 +107 130979.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,IPTU,AR,2.179138660430908,"96 1.253862e+05 +97 1.335241e+05 +98 4.257690e+05 +99 1.775931e+05 +100 1.962686e+06 +101 2.178161e+05 +102 2.061709e+05 +103 2.181775e+05 +104 1.992363e+05 +105 2.181775e+05 +106 2.158316e+05 +107 2.181775e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ISS,MLP,0.825610876083374,"96 1.108440e+06 +97 1.282709e+06 +98 1.537252e+06 +99 1.839884e+06 +100 2.180388e+06 +101 3.633424e+06 +102 2.915999e+06 +103 3.499816e+06 +104 4.254268e+06 +105 5.108545e+06 +106 6.196985e+06 +107 7.574600e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ITBI,SARIMAX,1.0550463199615479,"96 224257.812500 +97 223173.531250 +98 226967.828125 +99 227207.578125 +100 177684.375000 +101 227146.843750 +102 227207.578125 +103 177684.375000 +104 177684.375000 +105 226630.234375 +106 177684.375000 +107 177684.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,XGBoost,0.8578710556030273,"96 1659203.250 +97 1956206.625 +98 1908835.500 +99 1956206.625 +100 1884024.375 +101 1954924.375 +102 1956206.625 +103 1954111.125 +104 1954715.125 +105 1954068.875 +106 1679638.375 +107 1915524.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,MLP,1.1004688739776611,"96 9.122821e+05 +97 4.605596e+05 +98 5.403323e+05 +99 8.356452e+05 +100 6.879186e+05 +101 5.392589e+05 +102 5.399009e+05 +103 6.042493e+05 +104 6.257487e+05 +105 7.080277e+05 +106 7.858866e+05 +107 1.889715e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,IPTU,SARIMAX,2.449150800704956,"94 2567.582764 +95 80506.242188 +96 41931.859375 +97 23510.451172 +98 2730.192627 +99 2730.192627 +100 2688.813477 +101 9870.227539 +102 2730.192627 +103 2730.192627 +104 2730.192627 +105 2144.337891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ISS,SARIMAX,3.734858512878418,"96 168513.515625 +97 168513.515625 +98 189707.968750 +99 189520.468750 +100 189707.968750 +101 189707.968750 +102 181725.328125 +103 189707.968750 +104 189520.468750 +105 189707.968750 +106 189324.234375 +107 189707.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ITBI,XGBoost,0.8597171306610107,"95 27256.074219 +96 55092.375000 +97 89404.781250 +98 27392.730469 +99 89404.781250 +100 55040.089844 +101 26940.810547 +102 55040.089844 +103 27392.730469 +104 89404.781250 +105 27162.060547 +106 27256.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,XGBoost,0.89017653465271,"96 550863.6875 +97 549980.3750 +98 547035.7500 +99 547662.6250 +100 552249.5000 +101 548818.2500 +102 548818.2500 +103 548818.2500 +104 548818.2500 +105 548818.2500 +106 539324.3750 +107 546779.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,XGBoost,1.0116090774536133,"96 256195.718750 +97 107843.593750 +98 104939.796875 +99 212775.703125 +100 104939.796875 +101 89355.601562 +102 89162.195312 +103 95640.890625 +104 88187.164062 +105 86105.687500 +106 106829.718750 +107 256409.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,IPTU,AR,3.9614853858947754,"96 6441.684570 +97 53078.648438 +98 165837.953125 +99 9679.979492 +100 9651.780273 +101 7644.453613 +102 7800.390137 +103 7800.390137 +104 6520.770020 +105 5388.139160 +106 4458.603516 +107 4458.603516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ISS,MLP,1.3241426944732666,"96 40132.972288 +97 45640.236589 +98 52347.092774 +99 56305.756122 +100 64011.608111 +101 71628.921819 +102 82585.636492 +103 94474.387211 +104 107141.615271 +105 124605.573084 +106 144773.524704 +107 166440.087732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ITBI,MLP,0.9324779510498047,"96 32992.921960 +97 36707.209136 +98 40923.649187 +99 44378.748561 +100 47818.551633 +101 51299.896830 +102 54193.133993 +103 58310.356946 +104 63324.320829 +105 65267.309405 +106 71603.349790 +107 77312.462645 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,MLP,0.9429831504821777,"96 611123.312680 +97 619103.239136 +98 623856.856678 +99 633585.133963 +100 634478.999704 +101 645355.987736 +102 657318.399791 +103 668746.458241 +104 683694.860761 +105 701037.968186 +106 721134.920542 +107 734836.882446 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,MLP,0.8775792121887207,"96 186065.045232 +97 121628.412827 +98 107028.497938 +99 188141.811268 +100 120196.706429 +101 123977.347312 +102 136232.349246 +103 144736.151615 +104 165226.146137 +105 185626.504977 +106 207329.701293 +107 497435.699315 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,IPTU,HWES,1.905076265335083,"96 14476.232422 +97 19911.449219 +98 95832.304688 +99 95901.304688 +100 18657.828125 +101 11312.967773 +102 11144.074219 +103 18773.050781 +104 11430.845703 +105 11090.009766 +106 16763.330078 +107 18320.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ISS,MLP,1.0311012268066406,"96 70928.765099 +97 72822.089854 +98 74936.478587 +99 76057.670437 +100 78713.671250 +101 81118.584175 +102 80864.870496 +103 81991.097561 +104 84989.753833 +105 86397.849499 +106 90155.607246 +107 94398.841766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ITBI,AR,1.166703462600708,"96 36157.695312 +97 27387.820312 +98 43956.468750 +99 30648.187500 +100 24074.943359 +101 16981.494141 +102 40173.753906 +103 37979.921875 +104 31329.433594 +105 87085.578125 +106 28899.597656 +107 14132.856445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,MLP,0.8293533325195312,"96 731930.861568 +97 740714.741131 +98 745409.047981 +99 757303.890254 +100 757620.588443 +101 771231.478173 +102 785551.356087 +103 799146.261371 +104 817266.639445 +105 838218.029128 +106 862533.771326 +107 878544.880548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,SARIMAX,2.3249759674072266,"95 197363.828125 +96 87136.218750 +97 197067.984375 +98 197363.828125 +99 197067.984375 +100 87136.218750 +101 87259.679688 +102 67223.187500 +103 54638.750000 +104 51575.851562 +105 54638.750000 +106 291348.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,IPTU,HWES,1.144418478012085,"95 289554.281250 +96 195074.609375 +97 203489.484375 +98 161018.562500 +99 157425.906250 +100 195616.562500 +101 195616.562500 +102 195616.562500 +103 192075.015625 +104 192075.015625 +105 195616.562500 +106 159271.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ISS,MLP,0.8489935398101807,"96 569573.388884 +97 549459.340596 +98 597509.863903 +99 546850.436401 +100 673164.993047 +101 640402.353610 +102 647291.832816 +103 696141.152015 +104 714120.996963 +105 730789.550920 +106 768148.508900 +107 798692.511049 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ITBI,XGBoost,1.0928468704223633,"96 234344.515625 +97 217852.765625 +98 216226.500000 +99 218346.843750 +100 199706.515625 +101 209078.515625 +102 209423.859375 +103 203657.312500 +104 192366.390625 +105 194054.578125 +106 203657.312500 +107 203657.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,SARIMAX,2.5723822116851807,"96 2309037.00 +97 2308312.75 +98 2308312.75 +99 2527935.75 +100 2205696.50 +101 2527935.75 +102 2527935.75 +103 2508591.50 +104 2328932.00 +105 2332761.25 +106 2332761.25 +107 2308312.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,AR,1.1845026016235352,"96 1.910818e+06 +97 8.769644e+05 +98 8.769644e+05 +99 1.919510e+06 +100 1.695224e+06 +101 7.839835e+05 +102 7.839835e+05 +103 7.839835e+05 +104 5.471616e+05 +105 5.471616e+05 +106 5.475916e+05 +107 2.078467e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,IPTU,XGBoost,1.2514595985412598,"96 1.040631e+07 +97 3.118941e+06 +98 1.373856e+06 +99 1.190627e+06 +100 1.577779e+06 +101 1.403935e+06 +102 1.525816e+06 +103 1.393654e+06 +104 1.393654e+06 +105 2.139756e+06 +106 1.393654e+06 +107 1.287602e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ISS,MLP,0.9468133449554443,"96 360327.436870 +97 362418.206112 +98 367243.195936 +99 373081.743327 +100 375032.382998 +101 381058.305770 +102 387771.221456 +103 391812.447820 +104 397915.950567 +105 404155.740555 +106 414042.367338 +107 419403.712204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ITBI,XGBoost,0.926300048828125,"96 1.132765e+06 +97 9.991032e+05 +98 1.050561e+06 +99 1.030029e+06 +100 1.031180e+06 +101 9.750301e+05 +102 9.793339e+05 +103 1.083590e+06 +104 1.096862e+06 +105 1.083268e+06 +106 1.083672e+06 +107 1.041098e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,SARIMAX,0.9594910144805908,"96 558130.0625 +97 658828.3125 +98 658828.3125 +99 602639.1250 +100 673107.6875 +101 602639.1250 +102 602639.1250 +103 658828.3125 +104 602639.1250 +105 658828.3125 +106 558130.0625 +107 658828.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,SARIMAX,1.1365318298339844,"95 706255.937500 +96 390705.531250 +97 649380.312500 +98 706255.937500 +99 706255.937500 +100 369488.593750 +101 253325.296875 +102 253325.296875 +103 220158.328125 +104 231495.421875 +105 166022.796875 +106 693077.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,IPTU,AR,1.2391417026519775,"96 757.358459 +97 5244.454590 +98 76779.742188 +99 3955.508789 +100 1974.852661 +101 3254.021973 +102 2633.176025 +103 2927.138428 +104 764.610840 +105 1974.852661 +106 547.935242 +107 2344.756348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ISS,XGBoost,2.5503907203674316,"96 7411.703613 +97 8168.215332 +98 7533.756836 +99 8168.215332 +100 8168.215332 +101 6894.356445 +102 8184.206543 +103 7906.499512 +104 6894.356445 +105 8145.004883 +106 10579.599609 +107 7906.499512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ITBI,HWES,0.9779868125915527,"94 6303.334473 +95 24389.578125 +96 22049.445312 +97 9074.516602 +98 2605.239746 +99 2775.627441 +100 9074.516602 +101 4404.137207 +102 24389.578125 +103 21768.482422 +104 5544.427734 +105 21518.439453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,SARIMAX,0.8656327724456787,"96 306155.90625 +97 341217.81250 +98 340431.37500 +99 324984.31250 +100 344979.78125 +101 325770.71875 +102 325770.71875 +103 340431.37500 +104 324797.78125 +105 325719.03125 +106 325911.40625 +107 340623.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,MLP,0.8707599639892578,"96 79472.037376 +97 44275.439814 +98 45418.837635 +99 65975.975649 +100 60143.149596 +101 59710.269333 +102 64214.839358 +103 69537.060848 +104 76140.645031 +105 83327.710468 +106 96383.750313 +107 213388.894985 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,IPTU,HWES,0.9925956726074219,"96 24596.291016 +97 15543.752930 +98 15543.752930 +99 41903.011719 +100 74951.109375 +101 17217.326172 +102 17045.583984 +103 43802.968750 +104 11214.474609 +105 11214.474609 +106 6471.234863 +107 9853.673828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ISS,AR,0.9010074138641357,"96 28732.914062 +97 29300.929688 +98 28759.263672 +99 30028.808594 +100 30028.808594 +101 30028.808594 +102 29403.468750 +103 30301.226562 +104 30301.226562 +105 29766.390625 +106 28732.914062 +107 28759.263672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ITBI,SARIMAX,4.603291749954224,"96 29534.828125 +97 32041.357422 +98 29534.828125 +99 31242.431641 +100 40456.609375 +101 41395.433594 +102 44503.191406 +103 40456.609375 +104 17985.425781 +105 41395.433594 +106 28657.800781 +107 40456.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,SARIMAX,0.839224100112915,"96 709711.2500 +97 776839.9375 +98 787970.8125 +99 748179.3750 +100 790506.6875 +101 755013.6250 +102 750723.7500 +103 776839.9375 +104 753008.0000 +105 753008.0000 +106 713918.8750 +107 785327.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,XGBoost,0.9813523292541504,"96 167308.031250 +97 84624.296875 +98 115112.390625 +99 167308.031250 +100 164280.734375 +101 84624.296875 +102 74114.703125 +103 72190.054688 +104 60188.750000 +105 60188.750000 +106 51401.992188 +107 167308.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,IPTU,SARIMAX,1.0770106315612793,"96 5.491856e+04 +97 5.491856e+04 +98 5.491856e+04 +99 2.845070e+06 +100 3.726703e+05 +101 3.726703e+05 +102 3.726703e+05 +103 6.310858e+05 +104 5.658711e+04 +105 5.658711e+04 +106 5.658711e+04 +107 5.658711e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ISS,MLP,1.0970776081085205,"96 584933.957697 +97 596130.503079 +98 607003.560132 +99 616686.481306 +100 626104.829985 +101 636699.962979 +102 647322.831143 +103 657366.162999 +104 665360.788562 +105 671952.457373 +106 678908.851307 +107 687217.155222 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ITBI,XGBoost,1.0315687656402588,"96 112678.578125 +97 108195.125000 +98 110888.679688 +99 121652.328125 +100 104824.375000 +101 100563.062500 +102 123721.156250 +103 116382.960938 +104 116074.281250 +105 110910.000000 +106 104491.414062 +107 104800.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,XGBoost,0.9386804103851318,"96 1949675.50 +97 2421472.00 +98 2420175.25 +99 2421472.00 +100 2392750.50 +101 2421472.00 +102 2418782.75 +103 2418051.00 +104 2418051.00 +105 2418051.00 +106 2431571.25 +107 2324441.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,XGBoost,3.1730589866638184,"96 2.402000e+06 +97 9.329602e+05 +98 9.551999e+05 +99 1.301945e+06 +100 9.551999e+05 +101 8.668456e+05 +102 6.808839e+05 +103 6.808839e+05 +104 6.779777e+05 +105 6.279012e+05 +106 6.246937e+05 +107 2.402000e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,IPTU,HWES,1.0576512813568115,"89 2025.996704 +90 2025.996704 +91 7126.697266 +92 8252.419922 +93 6274.141602 +94 3414.644531 +95 5386.159668 +96 -67.826073 +97 455.095795 +98 251.694427 +99 64363.878906 +100 248.232437 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ISS,MLP,1.1099252700805664,"96 84921.007609 +97 97027.652528 +98 111240.514924 +99 122675.956276 +100 141261.223481 +101 158964.359655 +102 180782.576844 +103 201685.815768 +104 227978.418403 +105 264678.729576 +106 299582.665636 +107 341945.459588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ITBI,SES,1.112173318862915,"89 10422.498047 +90 9067.471680 +91 6862.892090 +92 6862.892090 +93 8975.476562 +94 6038.422363 +95 7841.898926 +96 7910.345215 +97 16880.638672 +98 7910.345215 +99 4138.368652 +100 7432.688477 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,SARIMAX,0.8759641647338867,"96 393612.03125 +97 449708.06250 +98 455949.00000 +99 449708.06250 +100 465712.40625 +101 449708.06250 +102 449708.06250 +103 431505.06250 +104 414613.18750 +105 412038.71875 +106 415161.68750 +107 433959.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,XGBoost,1.6093122959136963,"94 112883.750000 +95 144286.625000 +96 108398.335938 +97 166729.687500 +98 108850.320312 +99 153945.968750 +100 154077.625000 +101 154077.625000 +102 154000.671875 +103 153873.171875 +104 153984.234375 +105 103158.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,HWES,2.2231295108795166,"84 1614.193848 +85 1726.632080 +86 1614.193848 +87 1614.193848 +88 106183.367188 +89 214628.921875 +90 251216.781250 +91 177515.671875 +92 177612.390625 +93 177515.671875 +94 176371.890625 +95 176437.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ISS,MLP,1.423030138015747,"96 34892.027512 +97 36393.464368 +98 36716.114946 +99 37938.587081 +100 39426.421802 +101 38534.500390 +102 41012.272522 +103 41342.173061 +104 41487.771543 +105 43800.589856 +106 44188.717559 +107 44079.737999 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,XGBoost,0.813582181930542,"96 16821.070312 +97 17862.130859 +98 16802.568359 +99 24701.994141 +100 14966.283203 +101 14914.970703 +102 15943.511719 +103 14534.268555 +104 16955.158203 +105 14534.268555 +106 17251.326172 +107 14607.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,SES,1.063948392868042,"96 583628.3125 +97 678352.9375 +98 679484.4375 +99 678352.9375 +100 680962.4375 +101 682743.6250 +102 678352.9375 +103 680922.3125 +104 680806.5000 +105 683380.0625 +106 592127.9375 +107 678585.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,MLP,0.8626704216003418,"96 174339.113290 +97 78953.264685 +98 95210.059344 +99 132114.544919 +100 130676.328613 +101 109460.333639 +102 118432.142879 +103 135128.647520 +104 139722.109498 +105 156719.982260 +106 175485.008050 +107 411748.425255 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,IPTU,HWES,0.9118919372558594,"94 23471.478516 +95 27304.728516 +96 230996.546875 +97 234207.562500 +98 131608.265625 +99 34766.308594 +100 35116.355469 +101 43326.824219 +102 35116.355469 +103 35116.355469 +104 28351.009766 +105 35116.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ISS,SARIMAX,1.0951159000396729,"96 133696.515625 +97 133611.156250 +98 133639.234375 +99 133907.078125 +100 133598.218750 +101 133611.156250 +102 133907.078125 +103 133907.078125 +104 133907.078125 +105 133907.078125 +106 133611.156250 +107 133907.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ITBI,Prophet,4.295146465301514,"96 47512.359375 +97 47512.359375 +98 42087.878906 +99 42799.914062 +100 39402.203125 +101 44634.312500 +102 67723.250000 +103 70042.843750 +104 59255.843750 +105 40880.921875 +106 78156.539062 +107 44585.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,MLP,1.6500725746154785,"96 1.960005e+06 +97 1.984012e+06 +98 2.001517e+06 +99 2.022920e+06 +100 2.037944e+06 +101 2.053752e+06 +102 2.097924e+06 +103 2.135447e+06 +104 2.166767e+06 +105 2.216051e+06 +106 2.274255e+06 +107 2.325946e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,AR,0.8377184867858887,"89 342320.750000 +90 194432.765625 +91 194432.765625 +92 190350.968750 +93 194432.765625 +94 194340.453125 +95 190350.968750 +96 284458.718750 +97 343747.375000 +98 343234.812500 +99 342872.656250 +100 194432.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,Prophet,0.8326325416564941,"93 10434.258789 +94 22099.583984 +95 15481.192383 +96 208697.406250 +97 55435.109375 +98 73783.929688 +99 61533.738281 +100 61533.738281 +101 11493.168945 +102 9134.546875 +103 6493.425781 +104 39698.433594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,MLP,1.1181979179382324,"96 170327.900021 +97 174129.653096 +98 179343.541758 +99 183350.989881 +100 186958.691919 +101 190381.195182 +102 194734.818796 +103 196515.116712 +104 197903.540859 +105 202686.023328 +106 205367.746696 +107 209248.991014 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,HWES,0.7900581359863281,"96 13553.779297 +97 12975.919922 +98 13404.573242 +99 13553.779297 +100 22319.369141 +101 18296.664062 +102 18791.666016 +103 18940.871094 +104 22673.072266 +105 18326.623047 +106 18970.531250 +107 22358.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,SES,0.847221851348877,"96 933504.6875 +97 842104.1250 +98 881321.0625 +99 933504.6875 +100 881055.0000 +101 897246.3750 +102 939393.9375 +103 846652.2500 +104 904622.6875 +105 807288.6875 +106 813942.0000 +107 889135.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,AR,0.793837308883667,"96 522351.875000 +97 129771.523438 +98 223871.531250 +99 461010.562500 +100 223871.531250 +101 121702.718750 +102 112221.179688 +103 89697.703125 +104 79504.679688 +105 79504.679688 +106 82042.945312 +107 522351.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,IPTU,XGBoost,0.9847612380981445,"93 4369.809570 +94 4369.809570 +95 34916.007812 +96 26131.742188 +97 38453.023438 +98 36387.976562 +99 38203.304688 +100 18157.345703 +101 11041.122070 +102 10270.877930 +103 37422.316406 +104 10168.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ISS,SARIMAX,0.7825973033905029,"96 56159.613281 +97 51841.855469 +98 52151.058594 +99 56159.613281 +100 53244.257812 +101 53244.257812 +102 56159.613281 +103 52151.058594 +104 52151.058594 +105 53244.257812 +106 53244.257812 +107 56159.613281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ITBI,MLP,0.9342882633209229,"96 76676.981028 +97 83369.840373 +98 88564.313796 +99 95224.096726 +100 107212.479498 +101 117997.839602 +102 129944.234826 +103 137346.077033 +104 154029.414358 +105 172536.129961 +106 193400.670274 +107 215924.284138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,SARIMAX,0.883507490158081,"96 463715.90625 +97 597475.37500 +98 562137.43750 +99 505575.37500 +100 591506.18750 +101 501609.12500 +102 501609.12500 +103 593509.06250 +104 501390.40625 +105 495886.28125 +106 497792.93750 +107 591506.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,XGBoost,1.4729418754577637,"96 194323.859375 +97 113479.695312 +98 100302.242188 +99 231231.671875 +100 160876.312500 +101 55374.574219 +102 56210.609375 +103 53465.675781 +104 26512.910156 +105 26512.910156 +106 26425.640625 +107 194323.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,IPTU,AR,1.1775977611541748,"96 2.609695e+05 +97 2.840511e+05 +98 1.416800e+06 +99 2.840511e+05 +100 3.170380e+05 +101 3.170380e+05 +102 2.840511e+05 +103 2.840511e+05 +104 2.840511e+05 +105 2.840511e+05 +106 2.631968e+05 +107 2.840511e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ISS,XGBoost,1.677701711654663,"96 178569.531250 +97 171788.578125 +98 177803.203125 +99 179595.265625 +100 176129.656250 +101 176129.656250 +102 176129.656250 +103 180055.656250 +104 181035.218750 +105 181035.218750 +106 181035.218750 +107 181035.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ITBI,SARIMAX,1.589695692062378,"96 100852.195312 +97 97852.585938 +98 115220.789062 +99 97849.539062 +100 79057.453125 +101 82370.421875 +102 80262.812500 +103 80262.812500 +104 67370.445312 +105 80294.117188 +106 80262.812500 +107 131825.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,SES,1.2473835945129395,"96 9.912462e+05 +97 9.790545e+05 +98 1.002570e+06 +99 9.605078e+05 +100 1.009100e+06 +101 9.494999e+05 +102 9.605078e+05 +103 9.790545e+05 +104 9.629646e+05 +105 9.787352e+05 +106 9.787352e+05 +107 9.605078e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,SARIMAX,0.8491439819335938,"92 291592.468750 +93 169771.609375 +94 365968.500000 +95 342158.812500 +96 381581.687500 +97 117319.554688 +98 69710.828125 +99 70546.843750 +100 66521.343750 +101 68679.828125 +102 47535.664062 +103 342158.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,IPTU,XGBoost,2.737142562866211,"79 10408.714844 +80 7799.763672 +81 7812.842773 +82 10449.836914 +83 10449.836914 +84 10478.826172 +85 10421.793945 +86 10449.836914 +87 10450.731445 +88 10427.162109 +89 10478.826172 +90 10421.793945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ISS,HWES,0.7830302715301514,"80 82795.281250 +81 105956.859375 +82 84983.250000 +83 105956.859375 +84 105956.859375 +85 61971.820312 +86 61971.820312 +87 61971.820312 +88 60670.023438 +89 86019.968750 +90 61971.820312 +91 60670.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ITBI,MLP,0.785681962966919,"80 50768.720528 +81 55203.247445 +82 58411.366597 +83 61472.692263 +84 64341.613255 +85 60850.703103 +86 63910.419127 +87 65888.860806 +88 68580.589451 +89 71886.198849 +90 75075.045092 +91 74063.851272 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,Prophet,0.7237534523010254,"80 541268.6250 +81 561697.8750 +82 561697.8750 +83 561697.8750 +84 567381.6250 +85 561697.8750 +86 561697.8750 +87 561697.8750 +88 561697.8750 +89 552191.2500 +90 554349.5625 +91 561697.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,XGBoost,0.734743595123291,"80 173091.484375 +81 129628.406250 +82 129951.632812 +83 200511.906250 +84 173091.484375 +85 131251.593750 +86 130188.187500 +87 133643.812500 +88 133524.484375 +89 133643.812500 +90 129621.390625 +91 200511.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,IPTU,MLP,0.8212752342224121,"58 4648.111483 +59 5507.792771 +60 6065.244546 +61 7289.133508 +62 8835.779225 +63 11957.478805 +64 12157.725467 +65 15041.593439 +66 17279.795553 +67 25954.176967 +68 23631.225643 +69 25318.680589 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.4567790031433105,"96 7572.907227 +97 5564.097656 +98 5383.107910 +99 12688.261719 +100 10339.885742 +101 7572.907227 +102 12688.261719 +103 21834.392578 +104 12574.898438 +105 21834.392578 +106 21834.392578 +107 21834.392578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ITBI,SARIMAX,1.3609731197357178,"90 58269.921875 +91 58221.410156 +92 57871.714844 +93 56852.652344 +94 57023.230469 +95 57023.230469 +96 57214.253906 +97 57023.230469 +98 56779.617188 +99 57008.187500 +100 56779.617188 +101 57023.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.9080278873443604,"96 272448.68750 +97 304881.28125 +98 295351.40625 +99 296709.18750 +100 301998.65625 +101 276325.31250 +102 296709.18750 +103 304881.28125 +104 274819.31250 +105 274819.31250 +106 271053.62500 +107 295351.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,XGBoost,0.932267427444458,"94 76200.906250 +95 24933.732422 +96 67818.679688 +97 64238.777344 +98 67621.984375 +99 24933.732422 +100 22621.369141 +101 22621.369141 +102 18754.656250 +103 21564.962891 +104 19152.208984 +105 64238.777344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,IPTU,SARIMAX,1.0092992782592773,"95 5484.479980 +96 89165.671875 +97 95143.015625 +98 22032.968750 +99 15450.446289 +100 15017.815430 +101 15017.815430 +102 7964.975586 +103 22578.023438 +104 10133.854492 +105 9289.271484 +106 9756.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ISS,XGBoost,1.0029044151306152,"96 51615.355469 +97 60489.652344 +98 66035.085938 +99 65414.679688 +100 64868.625000 +101 65344.214844 +102 56695.644531 +103 60067.789062 +104 65501.453125 +105 65344.214844 +106 60080.359375 +107 65682.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ITBI,XGBoost,0.9051110744476318,"94 6461.651367 +95 12331.952148 +96 10157.023438 +97 11868.044922 +98 13230.049805 +99 11155.498047 +100 12449.917969 +101 13302.571289 +102 11479.665039 +103 12311.843750 +104 11810.090820 +105 10734.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,SARIMAX,1.009939432144165,"96 1377624.875 +97 1377624.875 +98 1410252.500 +99 1377630.125 +100 1367948.250 +101 1377624.875 +102 1377630.125 +103 1377630.125 +104 1455654.500 +105 1347768.250 +106 1347768.250 +107 1433053.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,XGBoost,0.8191463947296143,"96 296328.812500 +97 94324.234375 +98 116468.390625 +99 157879.531250 +100 114863.257812 +101 87358.960938 +102 86855.281250 +103 69728.078125 +104 69728.078125 +105 69728.078125 +106 68800.984375 +107 296328.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,IPTU,AR,0.8228673934936523,"77 2472.419434 +78 2894.076904 +79 54202.941406 +80 3678.841064 +81 1879.071167 +82 1486.874390 +83 1879.071167 +84 1931.708496 +85 1641.650757 +86 1931.708496 +87 1931.708496 +88 2154.223633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ISS,HWES,1.263073205947876,"96 16837.277344 +97 21421.453125 +98 16927.830078 +99 17458.634766 +100 21431.496094 +101 21389.443359 +102 21224.484375 +103 21273.060547 +104 21273.060547 +105 21484.119141 +106 21389.443359 +107 21224.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ITBI,XGBoost,1.3584344387054443,"91 15106.948242 +92 19277.121094 +93 14470.352539 +94 14470.352539 +95 15941.443359 +96 13722.500000 +97 11282.496094 +98 20470.875000 +99 13382.127930 +100 13352.077148 +101 20108.976562 +102 11282.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,SARIMAX,0.8953757286071777,"96 296821.65625 +97 317366.21875 +98 317366.21875 +99 314034.90625 +100 320388.21875 +101 313626.43750 +102 314034.90625 +103 317366.21875 +104 302659.68750 +105 302776.87500 +106 298508.06250 +107 317701.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,SARIMAX,1.6847848892211914,"96 147881.625000 +97 19695.345703 +98 42809.050781 +99 147881.625000 +100 42809.050781 +101 16416.972656 +102 21529.326172 +103 16304.660156 +104 12637.971680 +105 11514.953125 +106 12927.348633 +107 147881.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,IPTU,Prophet,0.9515058994293213,"90 18831.058594 +91 202393.640625 +92 278926.250000 +93 278117.187500 +94 280784.906250 +95 279162.937500 +96 280784.906250 +97 528779.687500 +98 278530.812500 +99 278807.187500 +100 278521.281250 +101 278530.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ISS,MLP,0.7826917171478271,"96 99762.313597 +97 104793.096008 +98 110172.550842 +99 114214.414841 +100 118035.214130 +101 120523.266828 +102 123637.125795 +103 130347.716786 +104 133569.933075 +105 135288.767980 +106 139325.149983 +107 142010.621806 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ITBI,SARIMAX,0.9958183765411377,"96 145050.109375 +97 113297.734375 +98 104815.140625 +99 96707.375000 +100 104309.742188 +101 41911.714844 +102 113297.734375 +103 77622.296875 +104 113707.492188 +105 52404.265625 +106 75022.257812 +107 75527.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,SES,0.8765711784362793,"96 8.139858e+05 +97 9.235001e+05 +98 1.070247e+06 +99 9.363143e+05 +100 1.077977e+06 +101 9.363143e+05 +102 9.363143e+05 +103 9.235001e+05 +104 9.363143e+05 +105 9.361729e+05 +106 9.327885e+05 +107 1.070247e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,XGBoost,1.0269126892089844,"96 446236.375000 +97 140155.640625 +98 194762.046875 +99 446236.375000 +100 343120.093750 +101 85116.976562 +102 69157.617188 +103 54671.792969 +104 46074.550781 +105 45097.437500 +106 46074.550781 +107 446236.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,SARIMAX,0.9410867691040039,"93 29501.185547 +94 31819.542969 +95 174067.062500 +96 33630.316406 +97 31972.824219 +98 33711.859375 +99 31819.542969 +100 31819.542969 +101 33438.355469 +102 32160.486328 +103 32447.818359 +104 32244.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,SES,1.4209418296813965,"96 13460.948242 +97 16971.437500 +98 17168.087891 +99 15770.012695 +100 15154.941406 +101 13585.916016 +102 14727.971680 +103 14543.372070 +104 15018.284180 +105 13460.948242 +106 12528.764648 +107 15449.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,SES,1.2478249073028564,"94 4477.852539 +95 7985.497559 +96 7985.497559 +97 6865.443359 +98 8611.238281 +99 10798.400391 +100 7386.786621 +101 8298.642578 +102 7734.648926 +103 7126.030762 +104 9371.683594 +105 7901.873535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,SARIMAX,1.04736328125,"96 641168.6875 +97 594139.7500 +98 601180.2500 +99 706896.2500 +100 574374.6875 +101 706896.2500 +102 706896.2500 +103 601371.8125 +104 706896.2500 +105 586390.1875 +106 586390.1875 +107 593948.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,SARIMAX,1.29123854637146,"96 107908.445312 +97 74670.789062 +98 83727.984375 +99 107908.445312 +100 107383.937500 +101 49002.011719 +102 38615.863281 +103 24276.720703 +104 24755.021484 +105 19135.517578 +106 14877.676758 +107 107908.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,IPTU,HWES,1.3868467807769775,"86 33221.527344 +87 36003.128906 +88 192788.281250 +89 221216.078125 +90 192788.281250 +91 192788.281250 +92 192781.390625 +93 192901.078125 +94 187999.562500 +95 188373.453125 +96 187999.562500 +97 187815.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ISS,MLP,1.1582181453704834,"96 158314.634915 +97 163761.350721 +98 170828.262938 +99 179128.426824 +100 185606.654829 +101 191239.472972 +102 193243.120698 +103 197349.757766 +104 204306.949153 +105 212561.925103 +106 219650.066237 +107 225370.182556 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ITBI,MLP,0.8356983661651611,"96 19877.663491 +97 22640.011732 +98 26166.284361 +99 24847.920447 +100 24898.540387 +101 26795.059958 +102 29657.538567 +103 29805.288391 +104 33137.751499 +105 34346.916093 +106 37060.027215 +107 39738.932494 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,XGBoost,0.7537477016448975,"96 384242.87500 +97 403075.28125 +98 445901.53125 +99 403075.28125 +100 449102.90625 +101 375677.03125 +102 403075.28125 +103 403075.28125 +104 375677.03125 +105 387125.34375 +106 389818.75000 +107 445901.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,AR,0.9260506629943848,"96 123901.375000 +97 72853.031250 +98 79142.710938 +99 123901.375000 +100 79500.664062 +101 40917.250000 +102 27225.878906 +103 25739.039062 +104 20696.431641 +105 20892.298828 +106 20758.283203 +107 123901.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.4767158031463623,"96 6692.664551 +97 6742.667969 +98 6742.667969 +99 6396.201660 +100 9377.863281 +101 42269.660156 +102 91972.226562 +103 125711.593750 +104 26995.435547 +105 17130.105469 +106 10515.842773 +107 11038.064453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ISS,MLP,1.2677252292633057,"96 42268.506117 +97 43215.798614 +98 44185.936564 +99 45901.199741 +100 47754.534425 +101 49157.891778 +102 52236.101818 +103 53745.477181 +104 56616.794737 +105 59325.867612 +106 57451.029719 +107 62274.166029 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ITBI,XGBoost,0.8799316883087158,"96 27544.328125 +97 23712.988281 +98 23708.363281 +99 23712.988281 +100 23712.988281 +101 23578.533203 +102 21916.910156 +103 24541.269531 +104 24058.789062 +105 18546.443359 +106 18546.443359 +107 17017.626953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,SARIMAX,0.818594217300415,"96 494006.62500 +97 511544.68750 +98 519152.75000 +99 509550.87500 +100 524844.81250 +101 506466.90625 +102 506466.90625 +103 511236.28125 +104 506466.90625 +105 497256.40625 +106 544000.62500 +107 519152.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,AR,1.2576518058776855,"96 199134.109375 +97 78941.460938 +98 82284.796875 +99 199012.750000 +100 82284.796875 +101 65541.812500 +102 65541.812500 +103 65541.812500 +104 64197.656250 +105 64197.656250 +106 63753.472656 +107 199134.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,IPTU,HWES,1.1196019649505615,"96 18487.296875 +97 21250.539062 +98 20198.515625 +99 136269.812500 +100 19024.230469 +101 29245.537109 +102 19024.230469 +103 20122.064453 +104 20058.671875 +105 23964.177734 +106 22066.697266 +107 18427.333984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ISS,AR,1.3900294303894043,"96 29182.652344 +97 28574.021484 +98 28275.595703 +99 27666.964844 +100 27666.964844 +101 27542.527344 +102 27238.773438 +103 27886.923828 +104 27783.722656 +105 27783.722656 +106 27783.722656 +107 28285.251953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ITBI,HWES,1.704089879989624,"92 9277.029297 +93 9660.477539 +94 9284.486328 +95 10932.996094 +96 6824.111328 +97 11146.569336 +98 9389.116211 +99 9789.576172 +100 11080.768555 +101 8905.327148 +102 9667.934570 +103 9467.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,SARIMAX,0.8690402507781982,"96 448638.15625 +97 505136.59375 +98 506453.34375 +99 497371.12500 +100 513249.18750 +101 497371.12500 +102 497371.12500 +103 505136.59375 +104 458148.71875 +105 459542.90625 +106 462917.75000 +107 506453.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,XGBoost,1.3864941596984863,"96 193215.000000 +97 99929.945312 +98 120987.195312 +99 241874.734375 +100 241874.734375 +101 320924.500000 +102 320924.500000 +103 320924.500000 +104 240594.625000 +105 320924.500000 +106 240594.625000 +107 292373.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,IPTU,SARIMAX,1.0075960159301758,"89 19360.917969 +90 17717.103516 +91 17153.001953 +92 18442.513672 +93 18960.753906 +94 17153.001953 +95 19584.851562 +96 17153.001953 +97 128230.460938 +98 113392.570312 +99 51273.820312 +100 51577.191406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ISS,MLP,0.9374749660491943,"96 96929.664430 +97 105948.075474 +98 115873.475607 +99 127392.437311 +100 139415.689213 +101 152869.239560 +102 168627.138182 +103 184841.463444 +104 195997.271834 +105 210534.524272 +106 230817.746614 +107 253251.247251 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ITBI,XGBoost,2.018507957458496,"94 18348.726562 +95 17942.990234 +96 18348.726562 +97 39560.863281 +98 39171.511719 +99 22384.007812 +100 39560.863281 +101 18229.037109 +102 39560.863281 +103 22384.007812 +104 40271.125000 +105 40271.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,XGBoost,1.6885690689086914,"96 616740.8125 +97 618002.0625 +98 663600.1875 +99 600705.2500 +100 670090.8750 +101 619303.6875 +102 623199.5625 +103 655999.1250 +104 627948.8750 +105 627948.8750 +106 625782.1250 +107 628071.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,SARIMAX,0.8770859241485596,"95 318595.968750 +96 148248.765625 +97 228186.546875 +98 318595.968750 +99 148248.765625 +100 82334.226562 +101 78096.460938 +102 77971.984375 +103 73832.132812 +104 73832.132812 +105 73832.132812 +106 318595.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,Prophet,4.4365856647491455,"84 6330.396484 +85 5381.043457 +86 5381.043457 +87 6872.112793 +88 33775.707031 +89 25064.378906 +90 17499.535156 +91 6844.378906 +92 6302.663574 +93 5546.095703 +94 5900.669922 +95 6360.544922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ISS,XGBoost,1.1348731517791748,"96 39590.902344 +97 40958.406250 +98 40958.406250 +99 40958.406250 +100 40958.406250 +101 40958.406250 +102 40958.406250 +103 39593.691406 +104 40958.406250 +105 40958.406250 +106 40958.406250 +107 40958.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,XGBoost,0.9360074996948242,"96 4577.656250 +97 6596.851074 +98 3242.050537 +99 3176.843506 +100 4881.901855 +101 6909.114258 +102 6919.047852 +103 7319.708008 +104 4450.947266 +105 6110.285645 +106 6604.966309 +107 2600.515381 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.7502331733703613,"96 691459.0625 +97 663013.9375 +98 659668.8125 +99 687241.5000 +100 632091.9375 +101 691459.0625 +102 706667.2500 +103 678041.8125 +104 706275.8125 +105 661446.1250 +106 661446.1250 +107 672414.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9541287422180176,"95 191282.984375 +96 156324.046875 +97 191098.843750 +98 191282.984375 +99 191282.984375 +100 92998.218750 +101 83756.359375 +102 76683.070312 +103 68021.281250 +104 68021.281250 +105 68021.281250 +106 191282.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,IPTU,MLP,0.7453224658966064,"45 40760.450686 +46 32778.905793 +47 30880.481099 +48 36619.603975 +49 43392.323494 +50 51358.522844 +51 60868.215760 +52 71952.974812 +53 82946.225916 +54 84967.500519 +55 89942.148541 +56 104356.740690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ISS,AR,0.9333803653717041,"96 9650.630859 +97 10900.870117 +98 11109.746094 +99 11664.467773 +100 10897.947266 +101 11109.746094 +102 11102.666016 +103 11664.467773 +104 11109.746094 +105 11664.467773 +106 9745.399414 +107 11771.201172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ITBI,XGBoost,0.8290700912475586,"88 8299.156250 +89 12218.535156 +90 8541.083984 +91 17879.726562 +92 9020.254883 +93 11340.427734 +94 11125.369141 +95 13876.521484 +96 13182.537109 +97 4436.679688 +98 17551.085938 +99 17658.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,SARIMAX,0.83624267578125,"96 299472.12500 +97 349508.53125 +98 364564.43750 +99 348893.56250 +100 364798.93750 +101 339860.96875 +102 348893.56250 +103 349508.53125 +104 301081.15625 +105 339860.96875 +106 289036.93750 +107 314690.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,XGBoost,0.8068206310272217,"90 93292.921875 +91 83595.742188 +92 83595.742188 +93 91553.421875 +94 97750.835938 +95 91098.398438 +96 89449.437500 +97 91108.648438 +98 91087.015625 +99 92620.765625 +100 91108.648438 +101 83595.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,IPTU,SARIMAX,2.6191694736480713,"95 18533.763672 +96 18272.777344 +97 78528.703125 +98 67069.742188 +99 104047.804688 +100 39955.414062 +101 63893.269531 +102 39955.414062 +103 63893.269531 +104 21776.488281 +105 21910.423828 +106 147575.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ISS,SES,0.8151030540466309,"96 27548.859375 +97 21833.406250 +98 20009.888672 +99 45995.218750 +100 20298.066406 +101 26050.062500 +102 44889.671875 +103 44718.640625 +104 30715.966797 +105 30980.128906 +106 27269.726562 +107 26976.998047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ITBI,SES,1.1004109382629395,"90 25880.808594 +91 33720.375000 +92 33720.375000 +93 33720.375000 +94 33720.375000 +95 41217.089844 +96 41217.089844 +97 40105.125000 +98 33720.375000 +99 41217.089844 +100 25878.341797 +101 33720.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,SARIMAX,0.9607229232788086,"96 221591.437500 +97 240750.156250 +98 283824.750000 +99 240168.328125 +100 283824.750000 +101 239279.625000 +102 239279.625000 +103 240168.328125 +104 239352.140625 +105 239352.140625 +106 239352.140625 +107 283824.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,AR,3.7123167514801025,"96 159400.015625 +97 64221.562500 +98 64340.578125 +99 94243.554688 +100 94177.484375 +101 20822.400391 +102 20822.400391 +103 20910.380859 +104 7892.141113 +105 13584.869141 +106 7892.141113 +107 174061.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,XGBoost,1.2523717880249023,"94 53303.210938 +95 53253.976562 +96 53153.281250 +97 43601.128906 +98 53303.210938 +99 52836.406250 +100 53153.281250 +101 14459.466797 +102 14473.578125 +103 14327.329102 +104 41495.835938 +105 33844.722656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ISS,XGBoost,1.1691434383392334,"96 45437.589844 +97 39451.722656 +98 40334.089844 +99 52764.683594 +100 52764.683594 +101 52764.683594 +102 40325.976562 +103 40325.976562 +104 43956.976562 +105 40334.089844 +106 43956.976562 +107 43956.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,XGBoost,1.173560619354248,"91 35532.914062 +92 30600.406250 +93 34397.160156 +94 34253.445312 +95 34397.160156 +96 34253.445312 +97 26345.125000 +98 26810.470703 +99 46472.183594 +100 26756.328125 +101 26756.328125 +102 54113.011719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9018423557281494,"96 331770.59375 +97 405637.37500 +98 434658.90625 +99 405884.84375 +100 440167.28125 +101 406265.87500 +102 406265.87500 +103 405637.37500 +104 406265.87500 +105 396293.56250 +106 396293.56250 +107 434658.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,AR,1.5274484157562256,"96 225587.718750 +97 54213.691406 +98 96644.203125 +99 183683.359375 +100 66772.812500 +101 45211.347656 +102 44910.417969 +103 39125.222656 +104 45051.910156 +105 45211.347656 +106 35929.554688 +107 225587.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,IPTU,SARIMAX,1.2871806621551514,"64 1415.151978 +65 8040.829590 +66 3394.146973 +67 3561.919434 +68 1929.190918 +69 1884.176147 +70 1015.136108 +71 872.673462 +72 872.673462 +73 872.673462 +74 17471.287109 +75 3768.637939 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ISS,SARIMAX,1.4632952213287354,"96 31998.232422 +97 26024.853516 +98 32019.574219 +99 32349.660156 +100 32717.972656 +101 32349.660156 +102 32414.134766 +103 32019.574219 +104 32349.660156 +105 31998.232422 +106 32482.166016 +107 32019.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ITBI,XGBoost,1.1398799419403076,"81 6376.655273 +82 6357.205078 +83 2899.319092 +84 9264.295898 +85 2899.319092 +86 5441.011230 +87 5923.861816 +88 5832.708496 +89 6701.931641 +90 13323.162109 +91 5825.277832 +92 5302.289551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,SARIMAX,2.9077348709106445,"96 330411.15625 +97 374919.21875 +98 371940.15625 +99 374919.21875 +100 379775.78125 +101 374919.21875 +102 371398.84375 +103 371398.84375 +104 319194.65625 +105 330542.93750 +106 337381.37500 +107 372396.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,MLP,0.9961316585540771,"95 89392.657342 +96 60540.955572 +97 69436.020451 +98 88185.841707 +99 86249.965718 +100 83787.095083 +101 96218.888483 +102 118679.460662 +103 137192.233641 +104 169748.922795 +105 199677.283002 +106 362340.613871 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,IPTU,HWES,0.9118309020996094,"86 4419.258301 +87 8085.061523 +88 8085.061523 +89 9182.962891 +90 9752.752930 +91 14222.825195 +92 6165.800781 +93 4914.381348 +94 4431.463379 +95 7063.463867 +96 4583.055664 +97 4583.055664 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ISS,MLP,1.5367519855499268,"96 30145.138631 +97 32168.602531 +98 33702.642197 +99 35913.094731 +100 38188.171602 +101 39297.537758 +102 40877.216779 +103 42880.490039 +104 45241.609888 +105 46469.461694 +106 48985.403065 +107 49712.133211 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ITBI,SARIMAX,1.7071261405944824,"89 2742.298340 +90 7128.017090 +91 11737.167969 +92 9224.698242 +93 3516.093018 +94 5634.486328 +95 4834.716309 +96 6778.155273 +97 9460.914062 +98 1844.803711 +99 12189.619141 +100 10016.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,SARIMAX,0.9148423671722412,"96 436937.93750 +97 463436.25000 +98 463855.62500 +99 456322.65625 +100 493668.31250 +101 483012.56250 +102 456322.65625 +103 457321.37500 +104 457800.68750 +105 457800.68750 +106 428663.40625 +107 463855.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,MLP,1.253239631652832,"88 1.524295e+05 +89 1.351262e+05 +90 1.654459e+05 +91 1.938601e+05 +92 2.271736e+05 +93 2.813889e+05 +94 3.615634e+05 +95 4.639335e+05 +96 5.966030e+05 +97 7.723115e+05 +98 1.000318e+06 +99 1.250708e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,IPTU,SARIMAX,1.0746052265167236,"96 349663.906250 +97 147302.375000 +98 147302.375000 +99 146276.890625 +100 146347.000000 +101 147302.375000 +102 145961.953125 +103 147302.375000 +104 147302.375000 +105 147302.375000 +106 349663.906250 +107 855499.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ISS,MLP,1.1420269012451172,"96 416055.317249 +97 422690.525865 +98 431757.636168 +99 438523.276294 +100 445867.873699 +101 453842.294650 +102 456551.603178 +103 458224.629996 +104 460862.148638 +105 468638.790428 +106 479216.798336 +107 484195.643314 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ITBI,MLP,3.505905866622925,"96 75236.017656 +97 78336.896063 +98 82991.752916 +99 77493.801096 +100 78078.642805 +101 91541.128489 +102 93552.552402 +103 98866.574744 +104 111151.822243 +105 121935.843983 +106 123843.643349 +107 138800.017824 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,SES,1.8210337162017822,"96 9.038610e+05 +97 8.803837e+05 +98 1.027741e+06 +99 9.362875e+05 +100 1.068985e+06 +101 9.790930e+05 +102 9.362875e+05 +103 8.803837e+05 +104 9.778170e+05 +105 9.780422e+05 +106 9.602349e+05 +107 1.027741e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,SARIMAX,0.8884997367858887,"95 686117.1875 +96 780001.1250 +97 675876.5625 +98 676741.5625 +99 676741.5625 +100 676741.5625 +101 782411.4375 +102 780641.8750 +103 752240.5000 +104 751978.1250 +105 751978.1250 +106 686117.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,IPTU,SARIMAX,0.7610642910003662,"87 16436.888672 +88 16436.888672 +89 16387.136719 +90 16436.888672 +91 33910.976562 +92 26215.699219 +93 306535.562500 +94 126162.265625 +95 264709.906250 +96 16825.363281 +97 16825.363281 +98 16445.525391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ISS,MLP,1.0748422145843506,"96 67959.314007 +97 71104.145996 +98 76096.675045 +99 80616.939818 +100 85544.691134 +101 91522.415454 +102 98175.206637 +103 106257.756650 +104 109746.882906 +105 114142.314121 +106 123154.920151 +107 130512.052677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ITBI,SES,0.8612098693847656,"96 19322.308594 +97 14103.307617 +98 20048.083984 +99 10417.724609 +100 19642.986328 +101 17217.304688 +102 12370.839844 +103 23778.132812 +104 9695.057617 +105 5154.274902 +106 3234.719971 +107 3230.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,MLP,1.0979435443878174,"96 1.273328e+06 +97 1.304771e+06 +98 1.319728e+06 +99 1.329697e+06 +100 1.349848e+06 +101 1.350875e+06 +102 1.374541e+06 +103 1.399385e+06 +104 1.423010e+06 +105 1.454328e+06 +106 1.490689e+06 +107 1.532119e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,MLP,0.9726650714874268,"96 279029.263384 +97 131036.882275 +98 161654.081762 +99 219363.063450 +100 189825.195989 +101 136450.361836 +102 149477.569394 +103 158410.764414 +104 168671.259520 +105 188514.954748 +106 208168.246785 +107 587603.888306 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,IPTU,AR,1.0065670013427734,"96 22862472.0 +97 7572537.5 +98 18179408.0 +99 7578883.0 +100 7578883.0 +101 7578883.0 +102 7578883.0 +103 7578883.0 +104 7578883.0 +105 8105297.5 +106 8256203.5 +107 17720520.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ISS,MLP,1.4770097732543945,"96 8.774416e+06 +97 8.600858e+06 +98 8.840166e+06 +99 9.082037e+06 +100 9.246847e+06 +101 9.445502e+06 +102 9.618060e+06 +103 9.794235e+06 +104 9.961626e+06 +105 1.012373e+07 +106 1.026762e+07 +107 1.047444e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ITBI,XGBoost,1.078714370727539,"96 2144480.00 +97 2438709.00 +98 3021422.25 +99 2999671.00 +100 3010580.25 +101 3028167.25 +102 3015319.75 +103 3015319.75 +104 2994556.00 +105 3021422.25 +106 2994556.00 +107 3021422.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,SES,1.0521399974822998,"96 10855659.0 +97 10974484.0 +98 12130607.0 +99 11006092.0 +100 12135523.0 +101 11009299.0 +102 11009299.0 +103 11020288.0 +104 11021830.0 +105 11049701.0 +106 11143724.0 +107 11021830.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,XGBoost,4.322578191757202,"96 13139970.00 +97 7264406.00 +98 7374540.00 +99 12818735.00 +100 12823371.00 +101 6058277.50 +102 5782406.50 +103 4615718.50 +104 3960024.25 +105 3687364.00 +106 3389350.25 +107 13139970.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,AR,1.4331116676330566,"96 151760.015625 +97 607139.687500 +98 68655.835938 +99 77152.843750 +100 68742.968750 +101 51980.566406 +102 64663.019531 +103 72855.625000 +104 54320.511719 +105 54567.968750 +106 49130.050781 +107 121446.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,SARIMAX,0.9851701259613037,"96 168247.562500 +97 168247.562500 +98 166132.828125 +99 166132.828125 +100 166132.828125 +101 166132.828125 +102 166132.828125 +103 168247.562500 +104 166132.828125 +105 166132.828125 +106 166132.828125 +107 166132.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,SES,0.8680069446563721,"96 34854.300781 +97 53365.312500 +98 37265.050781 +99 30605.525391 +100 39405.652344 +101 39066.843750 +102 32906.476562 +103 44519.839844 +104 31641.392578 +105 31714.208984 +106 20627.982422 +107 24414.333984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8953492641448975,"96 654412.4375 +97 779624.3750 +98 792563.6250 +99 761038.0625 +100 840013.6250 +101 761038.0625 +102 761038.0625 +103 779624.3750 +104 756945.5625 +105 729505.3125 +106 697402.6875 +107 843532.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.096691370010376,"96 486757.906250 +97 109847.109375 +98 292182.687500 +99 486757.906250 +100 426450.187500 +101 135199.171875 +102 97245.421875 +103 108128.406250 +104 82487.578125 +105 82487.578125 +106 77007.437500 +107 486757.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,IPTU,XGBoost,0.9785003662109375,"78 43403.761719 +79 47810.421875 +80 46651.394531 +81 13263.514648 +82 9946.537109 +83 11443.727539 +84 124774.507812 +85 53433.964844 +86 53433.964844 +87 14682.706055 +88 11443.727539 +89 14682.706055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ISS,SES,1.0747990608215332,"92 22674.103516 +93 15365.083008 +94 22730.361328 +95 23372.625000 +96 22441.109375 +97 21751.871094 +98 23045.664062 +99 23045.664062 +100 22372.654297 +101 22674.103516 +102 22674.103516 +103 22674.103516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ITBI,AR,1.0313365459442139,"91 16662.898438 +92 17268.308594 +93 17108.998047 +94 20094.703125 +95 20879.068359 +96 24024.978516 +97 17025.658203 +98 20983.683594 +99 15570.685547 +100 18168.203125 +101 20289.744141 +102 20275.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,SES,1.0517215728759766,"92 656793.3750 +93 760168.1250 +94 766937.1875 +95 760476.7500 +96 843834.9375 +97 760476.7500 +98 760476.7500 +99 760168.1250 +100 738469.5000 +101 738469.5000 +102 738469.5000 +103 766937.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,MLP,0.9189398288726807,"91 206218.703236 +92 104753.737478 +93 114277.672503 +94 171935.975978 +95 148537.895659 +96 156593.719844 +97 171573.066265 +98 197180.606641 +99 218664.172809 +100 237066.954233 +101 273300.536136 +102 529952.074943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,IPTU,SARIMAX,0.8712399005889893,"82 1633.135864 +83 19093.060547 +84 54924.171875 +85 88612.492188 +86 36594.406250 +87 36612.714844 +88 36612.714844 +89 36594.406250 +90 36613.398438 +91 36613.398438 +92 36640.468750 +93 36613.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ISS,MLP,1.1382932662963867,"96 63273.063383 +97 63787.470412 +98 65702.475998 +99 66758.982609 +100 67921.892814 +101 69082.236517 +102 70568.578902 +103 72001.463092 +104 73747.660242 +105 74246.072042 +106 75496.742183 +107 76146.181214 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ITBI,XGBoost,0.7911243438720703,"95 34185.285156 +96 33426.503906 +97 36364.363281 +98 36364.363281 +99 36507.457031 +100 36364.363281 +101 36364.363281 +102 36924.921875 +103 36920.160156 +104 36046.441406 +105 36740.042969 +106 36920.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,SARIMAX,0.8500430583953857,"96 828375.6875 +97 957821.8125 +98 950084.9375 +99 957821.8125 +100 929640.1250 +101 957821.8125 +102 960909.6875 +103 950833.9375 +104 950833.9375 +105 817905.0625 +106 819318.6250 +107 941457.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,MLP,1.122084140777588,"96 2.850149e+05 +97 1.759128e+05 +98 2.552080e+05 +99 3.388545e+05 +100 3.331104e+05 +101 3.615772e+05 +102 4.357655e+05 +103 5.235199e+05 +104 6.470179e+05 +105 7.909793e+05 +106 9.708833e+05 +107 1.621527e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,IPTU,HWES,0.8857605457305908,"95 1.546565e+05 +96 1.408902e+05 +97 1.595316e+06 +98 1.348460e+05 +99 1.372289e+05 +100 1.476945e+05 +101 1.563804e+05 +102 1.660975e+05 +103 1.563804e+05 +104 1.563804e+05 +105 1.563804e+05 +106 1.563804e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ISS,MLP,3.1884925365448,"96 461292.665932 +97 471834.745700 +98 484465.126357 +99 497628.081359 +100 513224.734964 +101 520846.685491 +102 523200.866301 +103 539198.412261 +104 555128.443754 +105 570438.042467 +106 587823.057161 +107 606228.184906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ITBI,XGBoost,2.6573190689086914,"96 106803.570312 +97 124694.289062 +98 126765.593750 +99 126765.593750 +100 144036.765625 +101 126765.593750 +102 148938.484375 +103 147142.187500 +104 182362.046875 +105 139249.031250 +106 191345.984375 +107 172753.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,SARIMAX,0.8699777126312256,"96 1983994.00 +97 2198658.75 +98 2238492.25 +99 2198658.75 +100 2143666.25 +101 2197541.25 +102 2198658.75 +103 2198658.75 +104 2197917.25 +105 2197917.25 +106 1887710.00 +107 2248867.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,XGBoost,0.7693397998809814,"89 1.321074e+06 +90 1.269233e+06 +91 1.273348e+06 +92 1.272734e+06 +93 1.272734e+06 +94 1.129350e+06 +95 7.284419e+05 +96 6.800181e+05 +97 6.270921e+05 +98 6.270921e+05 +99 6.220474e+05 +100 1.321074e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,IPTU,HWES,1.6548962593078613,"96 1402.807617 +97 224.166763 +98 227.867676 +99 1352.717407 +100 961.193359 +101 1477.657104 +102 94063.039062 +103 4003.520996 +104 2595.826416 +105 2595.826416 +106 4590.052734 +107 2595.826416 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ISS,MLP,1.7261545658111572,"96 16230.923276 +97 17598.837046 +98 19019.092146 +99 20112.163657 +100 21112.411625 +101 21852.947714 +102 23433.689806 +103 24544.135427 +104 26482.459633 +105 27914.688390 +106 28977.822659 +107 30405.532668 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ITBI,XGBoost,3.7083873748779297,"96 17166.544922 +97 22091.062500 +98 24054.304688 +99 18609.597656 +100 19657.357422 +101 24342.634766 +102 21643.882812 +103 23393.125000 +104 21958.457031 +105 18315.544922 +106 21643.882812 +107 24342.634766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,SARIMAX,0.8985474109649658,"96 550038.8750 +97 698730.0625 +98 688737.9375 +99 696478.9375 +100 692652.4375 +101 696478.9375 +102 696478.9375 +103 688019.6250 +104 681842.3125 +105 682526.8750 +106 583042.0000 +107 695913.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,MLP,1.1319174766540527,"95 170873.270833 +96 188311.449716 +97 159118.042485 +98 182023.252574 +99 211366.042629 +100 208385.125899 +101 222437.927545 +102 234251.324724 +103 268035.325117 +104 313103.715212 +105 366283.028793 +106 595701.809735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,IPTU,AR,0.9548156261444092,"84 137644.750000 +85 138715.937500 +86 39657.003906 +87 34816.507812 +88 23583.169922 +89 34816.507812 +90 26481.593750 +91 27735.154297 +92 22723.884766 +93 20508.435547 +94 17491.111328 +95 27735.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ISS,MLP,2.690577745437622,"84 111179.554144 +85 110364.274707 +86 113054.826329 +87 115770.240730 +88 118636.417442 +89 122089.014144 +90 126327.105536 +91 129653.088654 +92 131176.368570 +93 133893.061307 +94 136960.951497 +95 139839.906984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ITBI,XGBoost,3.5224769115448,"84 96653.679688 +85 88573.414062 +86 63286.156250 +87 85691.390625 +88 86670.570312 +89 88618.406250 +90 88769.250000 +91 85643.796875 +92 156233.328125 +93 159542.171875 +94 142435.515625 +95 131855.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,MLP,2.908780336380005,"84 1.857023e+06 +85 1.950084e+06 +86 2.043170e+06 +87 2.082048e+06 +88 2.190446e+06 +89 2.272403e+06 +90 2.417379e+06 +91 2.401685e+06 +92 2.463646e+06 +93 2.595788e+06 +94 2.726602e+06 +95 2.826604e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,XGBoost,1.7625558376312256,"84 187697.890625 +85 87748.320312 +86 87123.609375 +87 81719.773438 +88 86970.265625 +89 61218.082031 +90 53937.851562 +91 65403.539062 +92 67248.921875 +93 103484.796875 +94 165992.703125 +95 221450.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,IPTU,XGBoost,1.09499192237854,"92 42769.613281 +93 444839.312500 +94 42086.734375 +95 45372.695312 +96 44999.300781 +97 44999.300781 +98 43852.503906 +99 37462.855469 +100 40864.898438 +101 38147.285156 +102 38386.968750 +103 40864.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ISS,MLP,0.7781984806060791,"92 178109.407607 +93 186697.112795 +94 196780.095528 +95 207152.964258 +96 216534.507066 +97 225723.374551 +98 234620.589965 +99 244929.791948 +100 253398.637915 +101 266194.696925 +102 280362.820340 +103 292966.209274 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ITBI,Prophet,1.0886669158935547,"92 56333.750000 +93 59026.636719 +94 39136.214844 +95 49303.464844 +96 37298.742188 +97 35239.636719 +98 42114.523438 +99 42985.902344 +100 42114.523438 +101 44657.671875 +102 40480.210938 +103 84633.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,XGBoost,0.7980067729949951,"92 1783948.500 +93 1578259.375 +94 1637440.750 +95 1783948.500 +96 1606044.500 +97 1783948.500 +98 1783948.500 +99 1578259.375 +100 2057025.750 +101 2006428.750 +102 1652516.750 +103 1687266.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,MLP,1.1200227737426758,"91 304078.301156 +92 220858.730187 +93 250658.940350 +94 336359.013889 +95 340086.367200 +96 255003.784004 +97 256952.869522 +98 272056.598320 +99 273602.014529 +100 305490.208048 +101 315878.834725 +102 588383.793764 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,IPTU,XGBoost,1.0505547523498535,"96 5.248960e+06 +97 5.248960e+06 +98 9.799074e+05 +99 6.861695e+05 +100 6.704466e+05 +101 7.078462e+05 +102 7.078462e+05 +103 8.499740e+05 +104 7.920365e+05 +105 6.881944e+05 +106 5.458107e+05 +107 7.177398e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ISS,MLP,1.3604254722595215,"96 2.200054e+06 +97 2.220857e+06 +98 2.258573e+06 +99 2.302464e+06 +100 2.344619e+06 +101 2.393048e+06 +102 2.440501e+06 +103 2.485248e+06 +104 2.531558e+06 +105 2.553434e+06 +106 2.597461e+06 +107 2.644173e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ITBI,SARIMAX,3.191622734069824,"96 670058.93750 +97 623889.31250 +98 712223.56250 +99 574270.43750 +100 644447.18750 +101 617109.43750 +102 595003.37500 +103 622341.12500 +104 486999.09375 +105 652942.75000 +106 617109.43750 +107 626750.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,SES,1.0098111629486084,"96 7139411.5 +97 7397059.5 +98 8097898.0 +99 7596481.5 +100 7744730.5 +101 7627139.5 +102 7627139.5 +103 7427718.0 +104 7490875.5 +105 7311027.0 +106 7847544.5 +107 8097898.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,SARIMAX,1.01883864402771,"96 4.744458e+06 +97 2.017331e+06 +98 4.034242e+06 +99 5.669846e+06 +100 5.979786e+06 +101 2.870723e+06 +102 1.899511e+06 +103 1.832777e+06 +104 1.031223e+06 +105 9.893611e+05 +106 9.586663e+05 +107 5.669846e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,IPTU,HWES,1.1070973873138428,"96 53995.222656 +97 41305.343750 +98 66433.953125 +99 393963.031250 +100 55035.917969 +101 82068.593750 +102 47271.523438 +103 79054.296875 +104 49381.445312 +105 53614.128906 +106 79054.296875 +107 76944.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ISS,MLP,2.976590871810913,"96 284574.882153 +97 282470.347371 +98 288760.492027 +99 301993.240701 +100 310590.612884 +101 324698.044522 +102 336044.398022 +103 344555.914587 +104 354075.185410 +105 367830.345326 +106 381191.611089 +107 397945.378752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ITBI,SARIMAX,2.623472213745117,"96 119629.007812 +97 139332.421875 +98 134949.046875 +99 96373.937500 +100 96373.937500 +101 84533.250000 +102 96373.937500 +103 99311.703125 +104 106381.156250 +105 99230.304688 +106 99672.937500 +107 124400.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,SARIMAX,1.1618425846099854,"96 1321368.000 +97 1530914.750 +98 1546650.750 +99 1481479.750 +100 1546077.500 +101 1481479.750 +102 1481479.750 +103 1530914.750 +104 1457001.375 +105 1329903.375 +106 1334483.875 +107 1522172.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,XGBoost,3.9397330284118652,"96 601885.437500 +97 217201.765625 +98 380491.531250 +99 601885.437500 +100 602131.062500 +101 217201.765625 +102 219329.875000 +103 178902.250000 +104 160555.984375 +105 129928.945312 +106 132131.406250 +107 601885.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,1.9176383018493652,"84 1599.895142 +85 2730.249023 +86 1633.899780 +87 8185.564941 +88 4704.512207 +89 2525.531494 +90 1305.455078 +91 1305.455078 +92 3155.216064 +93 1559.742065 +94 2046.285278 +95 3155.216064 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ISS,MLP,0.829066276550293,"96 50850.704841 +97 53440.929193 +98 56014.773293 +99 57641.049335 +100 58960.814277 +101 60618.789673 +102 63203.834278 +103 66399.401932 +104 68303.247594 +105 69787.680994 +106 71843.277718 +107 73788.307983 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,SES,1.3731470108032227,"94 14531.591797 +95 4206.482910 +96 7357.665039 +97 1643.312012 +98 10816.416992 +99 9813.191406 +100 8668.063477 +101 13778.794922 +102 4495.976562 +103 12041.765625 +104 11097.732422 +105 8351.987305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8643231391906738,"96 8.438781e+05 +97 1.012620e+06 +98 9.572452e+05 +99 8.742346e+05 +100 1.023392e+06 +101 8.811319e+05 +102 8.726543e+05 +103 1.011039e+06 +104 8.598605e+05 +105 8.554039e+05 +106 8.604748e+05 +107 1.012739e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.1038508415222168,"96 272160.687500 +97 23478.001953 +98 66836.867188 +99 104300.945312 +100 66836.867188 +101 23478.001953 +102 6585.476562 +103 23478.001953 +104 6231.455078 +105 6916.638184 +106 8979.166016 +107 414087.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,IPTU,SARIMAX,0.891608476638794,"87 116046.062500 +88 115676.023438 +89 552250.625000 +90 604851.750000 +91 619380.937500 +92 604851.750000 +93 604851.750000 +94 594435.062500 +95 594435.062500 +96 593847.687500 +97 595679.625000 +98 599500.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ISS,MLP,1.7516982555389404,"96 200297.543879 +97 209640.037367 +98 219999.318815 +99 227721.283315 +100 242021.389212 +101 255791.348157 +102 269096.505585 +103 280669.158963 +104 296293.664448 +105 308321.062786 +106 328723.408395 +107 348162.039901 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ITBI,MLP,1.0564420223236084,"96 48111.912254 +97 50381.278350 +98 51538.198267 +99 52676.641313 +100 53722.966318 +101 54497.496962 +102 55655.269969 +103 56586.676419 +104 58019.614409 +105 59169.499625 +106 60755.725431 +107 63268.336962 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,MLP,0.935248613357544,"96 1.326540e+06 +97 1.337190e+06 +98 1.345202e+06 +99 1.369632e+06 +100 1.364305e+06 +101 1.395339e+06 +102 1.421098e+06 +103 1.444790e+06 +104 1.478955e+06 +105 1.517495e+06 +106 1.562111e+06 +107 1.585977e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,HWES,0.9046375751495361,"94 704083.3750 +95 703669.4375 +96 703669.4375 +97 703669.4375 +98 703669.4375 +99 636072.8125 +100 635914.7500 +101 635645.0625 +102 609985.8125 +103 610161.0625 +104 608942.6250 +105 704083.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,IPTU,XGBoost,0.8599855899810791,"92 41306.085938 +93 45983.382812 +94 211745.718750 +95 59888.664062 +96 72652.421875 +97 63134.625000 +98 21718.984375 +99 54949.628906 +100 59888.664062 +101 63134.625000 +102 44673.207031 +103 36132.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ISS,MLP,1.1605944633483887,"96 115326.832154 +97 121179.660081 +98 122328.885314 +99 125180.067052 +100 129131.047721 +101 133666.616614 +102 138358.720477 +103 141852.352573 +104 141439.166597 +105 144775.948892 +106 149044.317773 +107 152241.252512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ITBI,MLP,0.9362456798553467,"96 55076.447100 +97 58589.858631 +98 60110.476060 +99 61882.287420 +100 63289.601317 +101 65999.702427 +102 71751.645762 +103 73248.268714 +104 77155.141595 +105 83490.158566 +106 84693.815370 +107 90239.742006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,XGBoost,0.821617603302002,"96 1106854.250 +97 1327171.625 +98 1394283.625 +99 1327171.625 +100 1308332.000 +101 1304571.250 +102 1353526.375 +103 1329956.375 +104 1129184.875 +105 1129184.875 +106 1143913.250 +107 1372563.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,MLP,0.96640944480896,"95 5.190437e+05 +96 4.046036e+05 +97 4.754235e+05 +98 6.737794e+05 +99 6.949349e+05 +100 7.502014e+05 +101 9.219965e+05 +102 1.120803e+06 +103 1.377872e+06 +104 1.717146e+06 +105 2.122725e+06 +106 3.358823e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,IPTU,AR,2.912976026535034,"96 3.542692e+05 +97 1.942823e+06 +98 1.852680e+05 +99 2.201269e+05 +100 1.918567e+05 +101 1.622515e+05 +102 1.649636e+05 +103 1.762869e+05 +104 1.764425e+05 +105 1.251505e+05 +106 1.313655e+05 +107 1.918567e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ISS,AR,1.0096447467803955,"96 669419.500 +97 669419.500 +98 669528.875 +99 669419.500 +100 669528.875 +101 669419.500 +102 669528.875 +103 669419.500 +104 669419.500 +105 669419.500 +106 669419.500 +107 669419.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ITBI,XGBoost,1.0038201808929443,"96 106909.914062 +97 91371.390625 +98 94805.054688 +99 94067.039062 +100 101209.765625 +101 94799.875000 +102 101009.289062 +103 94799.875000 +104 107250.031250 +105 101465.476562 +106 98031.804688 +107 117196.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,SES,1.0822618007659912,"96 2941337.25 +97 3257179.00 +98 3302297.75 +99 3257179.00 +100 3302297.75 +101 3258509.00 +102 3257179.00 +103 3267745.00 +104 3254076.00 +105 2999444.75 +106 2999444.75 +107 3328886.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,MLP,1.0915088653564453,"94 2.924461e+06 +95 1.299135e+06 +96 1.628271e+06 +97 2.196141e+06 +98 2.277361e+06 +99 2.463675e+06 +100 2.955380e+06 +101 3.575019e+06 +102 4.318504e+06 +103 5.293411e+06 +104 6.499654e+06 +105 9.361556e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,IPTU,HWES,0.9395606517791748,"91 13321.729492 +92 14742.323242 +93 21149.769531 +94 59893.882812 +95 98796.078125 +96 29834.435547 +97 29811.958984 +98 30447.296875 +99 21666.716797 +100 17657.775391 +101 16740.828125 +102 68883.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ISS,XGBoost,0.8860409259796143,"96 27093.929688 +97 27853.583984 +98 27004.173828 +99 29223.849609 +100 29223.849609 +101 29416.994141 +102 27777.152344 +103 29249.953125 +104 29232.576172 +105 29223.849609 +106 29416.994141 +107 29249.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ITBI,XGBoost,0.904282808303833,"93 22473.365234 +94 31697.710938 +95 15313.596680 +96 18075.751953 +97 13684.033203 +98 26950.587891 +99 13537.235352 +100 17437.089844 +101 22473.365234 +102 31697.710938 +103 18248.224609 +104 20940.169922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,XGBoost,0.887080192565918,"96 738657.1875 +97 884501.7500 +98 964325.1250 +99 884501.7500 +100 982681.3125 +101 865913.0000 +102 884501.7500 +103 884501.7500 +104 865913.0000 +105 864897.9375 +106 838062.6875 +107 964325.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,XGBoost,3.3525593280792236,"96 225730.031250 +97 40379.121094 +98 206676.656250 +99 206676.656250 +100 225730.031250 +101 40379.121094 +102 53122.031250 +103 38270.128906 +104 25161.287109 +105 24797.617188 +106 25962.273438 +107 225730.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,IPTU,MLP,1.053800344467163,"66 14731.153035 +67 19501.843988 +68 25530.725183 +69 33607.775378 +70 46064.073970 +71 57472.471564 +72 56510.551394 +73 32353.711816 +74 40859.886864 +75 51964.073396 +76 67432.848568 +77 88100.818277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ISS,HWES,0.8712975978851318,"96 41692.281250 +97 36548.312500 +98 36548.312500 +99 36548.312500 +100 32375.988281 +101 37190.570312 +102 32369.480469 +103 36548.312500 +104 36548.312500 +105 32375.988281 +106 36548.312500 +107 36548.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ITBI,XGBoost,1.1537845134735107,"95 10099.840820 +96 55260.484375 +97 10797.940430 +98 10856.011719 +99 10856.011719 +100 9742.556641 +101 65235.058594 +102 65235.058594 +103 54950.015625 +104 9742.556641 +105 54950.015625 +106 10056.323242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,SES,0.8691055774688721,"96 325697.12500 +97 383496.18750 +98 383496.18750 +99 346863.59375 +100 383496.18750 +101 346863.59375 +102 346863.59375 +103 351151.81250 +104 340469.93750 +105 343993.65625 +106 344163.87500 +107 383496.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,XGBoost,0.7911674976348877,"96 92170.554688 +97 32090.480469 +98 75128.320312 +99 75128.320312 +100 30352.777344 +101 25390.416016 +102 27917.882812 +103 27917.882812 +104 17989.468750 +105 14999.645508 +106 14922.910156 +107 92170.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,IPTU,HWES,1.0463478565216064,"96 6181.787109 +97 30793.451172 +98 49020.601562 +99 136048.937500 +100 48857.527344 +101 37784.144531 +102 49020.601562 +103 37747.753906 +104 48857.527344 +105 37784.144531 +106 37784.144531 +107 37784.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ISS,XGBoost,0.909243106842041,"96 29538.421875 +97 64294.507812 +98 22565.878906 +99 32397.841797 +100 23090.021484 +101 23086.416016 +102 22991.982422 +103 22991.982422 +104 22991.982422 +105 23091.208984 +106 23090.021484 +107 23090.021484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ITBI,Prophet,0.9316644668579102,"96 5309.737793 +97 39530.144531 +98 56960.554688 +99 5639.804688 +100 8727.276367 +101 8727.276367 +102 17249.441406 +103 17462.779297 +104 31986.000000 +105 36205.882812 +106 34865.421875 +107 19050.396484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,SES,2.9193928241729736,"96 9.145659e+05 +97 1.082316e+06 +98 1.217616e+06 +99 1.075649e+06 +100 1.216888e+06 +101 1.075649e+06 +102 1.075649e+06 +103 1.082316e+06 +104 1.075649e+06 +105 1.071266e+06 +106 1.044081e+06 +107 1.217616e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,AR,1.5345511436462402,"96 185169.687500 +97 58741.871094 +98 58741.871094 +99 185169.687500 +100 170382.687500 +101 55120.265625 +102 37524.304688 +103 39741.746094 +104 28888.320312 +105 25028.902344 +106 39741.746094 +107 185169.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,IPTU,AR,1.1504268646240234,"96 275744.875000 +97 165425.859375 +98 25399.037109 +99 23811.125000 +100 25131.794922 +101 25710.046875 +102 20746.648438 +103 23931.150391 +104 24224.220703 +105 21455.103516 +106 20746.648438 +107 26821.724609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ISS,MLP,1.1198863983154297,"96 109847.752217 +97 115297.255318 +98 121380.768337 +99 127271.973417 +100 132911.515312 +101 137542.908899 +102 143345.747190 +103 149315.313057 +104 154259.568112 +105 159785.554170 +106 166334.209381 +107 168939.872027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ITBI,SES,0.854900598526001,"96 17625.181641 +97 23386.488281 +98 30025.500000 +99 16872.792969 +100 26099.228516 +101 17499.271484 +102 17194.341797 +103 26226.707031 +104 17823.248047 +105 26226.707031 +106 17820.818359 +107 18394.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,SARIMAX,0.8712544441223145,"96 567278.1875 +97 587239.2500 +98 587044.4375 +99 544958.9375 +100 647818.0625 +101 544958.9375 +102 528725.6875 +103 587239.2500 +104 534585.2500 +105 534585.2500 +106 534894.4375 +107 630964.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,XGBoost,2.1795802116394043,"93 224245.000000 +94 110570.281250 +95 199392.781250 +96 133975.718750 +97 112875.828125 +98 29192.871094 +99 29192.871094 +100 29198.865234 +101 28836.388672 +102 28836.388672 +103 28114.537109 +104 134095.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,IPTU,SARIMAX,1.361762285232544,"96 212793.328125 +97 283004.312500 +98 275869.968750 +99 127258.406250 +100 739507.750000 +101 68516.695312 +102 137287.609375 +103 370647.500000 +104 368952.375000 +105 258918.546875 +106 162036.562500 +107 162036.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ISS,MLP,0.9161767959594727,"96 1.812023e+06 +97 1.856860e+06 +98 1.909907e+06 +99 1.961622e+06 +100 1.983614e+06 +101 2.009577e+06 +102 2.048531e+06 +103 2.088064e+06 +104 2.129866e+06 +105 2.160961e+06 +106 2.191369e+06 +107 2.226257e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ITBI,HWES,1.0530240535736084,"96 503748.59375 +97 587485.56250 +98 525909.68750 +99 587485.56250 +100 472662.59375 +101 515796.62500 +102 585904.31250 +103 514215.40625 +104 505804.62500 +105 626620.37500 +106 499520.31250 +107 613338.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,SARIMAX,0.9029912948608398,"96 3880867.5 +97 4753009.0 +98 4764540.5 +99 4753009.0 +100 4662683.5 +101 4748514.5 +102 4753009.0 +103 4739143.0 +104 4811887.5 +105 4811887.5 +106 5150120.5 +107 4971616.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,MLP,1.204237461090088,"96 2.845487e+06 +97 1.533533e+06 +98 1.759437e+06 +99 2.703254e+06 +100 2.659677e+06 +101 1.784555e+06 +102 1.806917e+06 +103 1.959402e+06 +104 2.055239e+06 +105 2.264362e+06 +106 2.473770e+06 +107 6.383643e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,SARIMAX,0.8640482425689697,"94 33789.082031 +95 27857.673828 +96 26588.896484 +97 26588.896484 +98 30623.449219 +99 135687.562500 +100 803023.187500 +101 135687.562500 +102 145050.593750 +103 145050.593750 +104 145050.593750 +105 153928.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,SARIMAX,0.9713232517242432,"96 172097.28125 +97 153668.12500 +98 173566.59375 +99 173566.59375 +100 173566.59375 +101 187918.31250 +102 187849.87500 +103 187849.87500 +104 187918.31250 +105 187849.87500 +106 187849.87500 +107 187849.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,SARIMAX,1.1257786750793457,"96 206157.390625 +97 126383.507812 +98 149812.531250 +99 145670.343750 +100 34579.656250 +101 46268.921875 +102 86898.289062 +103 77114.765625 +104 120024.578125 +105 81079.140625 +106 158665.609375 +107 138000.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,SES,0.849365234375,"96 1507759.250 +97 1847656.500 +98 1911094.125 +99 1847656.500 +100 1971180.500 +101 1847969.750 +102 1847969.750 +103 1847969.750 +104 1847969.750 +105 1787948.125 +106 1764987.125 +107 1911094.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,XGBoost,0.911043643951416,"96 610961.500000 +97 402094.562500 +98 262625.500000 +99 591323.187500 +100 402013.843750 +101 286004.406250 +102 229123.953125 +103 186359.484375 +104 121136.718750 +105 130304.382812 +106 121136.718750 +107 612267.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,IPTU,SARIMAX,1.225661277770996,"83 -736.282288 +84 -940.229553 +85 -178.167389 +86 3112.126953 +87 55947.425781 +88 7125.628906 +89 10455.024414 +90 31059.332031 +91 19567.341797 +92 22289.730469 +93 18762.910156 +94 19875.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ISS,XGBoost,0.9572052955627441,"84 23317.621094 +85 21875.310547 +86 34364.371094 +87 23915.443359 +88 30850.572266 +89 23592.046875 +90 24229.445312 +91 24560.914062 +92 24343.750000 +93 24343.750000 +94 23241.371094 +95 34231.417969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ITBI,SES,0.8772130012512207,"83 17578.736328 +84 133493.765625 +85 26414.042969 +86 30849.703125 +87 32105.347656 +88 34215.539062 +89 26515.656250 +90 24537.945312 +91 25876.148438 +92 27188.630859 +93 26399.365234 +94 16309.459961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,SES,0.9031994342803955,"84 508639.3750 +85 607066.3125 +86 665992.7500 +87 605126.3125 +88 673423.5000 +89 605126.3125 +90 605126.3125 +91 605274.7500 +92 605126.3125 +93 605126.3125 +94 593553.3125 +95 665992.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,XGBoost,1.308922290802002,"84 128139.851562 +85 36097.722656 +86 36955.347656 +87 128139.851562 +88 84369.812500 +89 37426.589844 +90 37426.589844 +91 37426.589844 +92 27556.189453 +93 27899.117188 +94 27556.189453 +95 122333.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,IPTU,SARIMAX,1.3316214084625244,"96 6921.293945 +97 61457.957031 +98 308365.593750 +99 620531.375000 +100 428590.937500 +101 620065.812500 +102 761459.562500 +103 760836.187500 +104 760630.375000 +105 151741.781250 +106 168356.828125 +107 175990.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ISS,SARIMAX,1.0476493835449219,"96 414137.9375 +97 417507.6875 +98 414137.9375 +99 413493.0000 +100 414137.9375 +101 447880.7500 +102 447880.7500 +103 447880.7500 +104 447880.7500 +105 447880.7500 +106 447880.7500 +107 447880.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ITBI,XGBoost,1.0175676345825195,"96 67317.625000 +97 73704.234375 +98 76301.617188 +99 65558.382812 +100 73652.460938 +101 68479.132812 +102 66863.437500 +103 66863.437500 +104 69643.429688 +105 58706.035156 +106 67209.382812 +107 66863.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,SES,1.1004559993743896,"96 1391340.250 +97 1407163.000 +98 1529445.375 +99 1394521.250 +100 1536848.125 +101 1408710.250 +102 1394521.250 +103 1407163.000 +104 1396840.125 +105 1437194.375 +106 1435713.375 +107 1526264.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,XGBoost,2.3286919593811035,"96 1.024947e+06 +97 4.288715e+05 +98 4.561305e+05 +99 9.674306e+05 +100 4.520873e+05 +101 4.190076e+05 +102 4.190076e+05 +103 3.540668e+05 +104 3.275470e+05 +105 3.275470e+05 +106 3.448770e+05 +107 1.024947e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,IPTU,SARIMAX,1.8895649909973145,"94 12869.544922 +95 46936.253906 +96 211451.343750 +97 567859.562500 +98 39190.082031 +99 39070.390625 +100 39070.390625 +101 33721.183594 +102 1287.094238 +103 1287.094238 +104 445.403381 +105 7217.848145 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ISS,MLP,0.9260871410369873,"96 76019.010533 +97 82110.037948 +98 89228.695487 +99 97105.462192 +100 101077.354546 +101 110286.842260 +102 119344.236815 +103 130382.356882 +104 137263.802241 +105 149688.224542 +106 160904.005597 +107 172675.837873 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ITBI,SARIMAX,1.4209473133087158,"94 11762.477539 +95 10738.020508 +96 15959.055664 +97 15050.958008 +98 17182.953125 +99 15273.716797 +100 16383.756836 +101 23742.984375 +102 24023.558594 +103 23372.275391 +104 13544.677734 +105 15792.282227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,SARIMAX,0.9428377151489258,"96 752669.5000 +97 772280.7500 +98 781842.7500 +99 772054.9375 +100 765757.3750 +101 796147.2500 +102 796147.2500 +103 761933.9375 +104 761933.9375 +105 757184.1250 +106 757184.1250 +107 771721.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,XGBoost,0.9445037841796875,"96 659144.312500 +97 137182.562500 +98 167156.828125 +99 183566.515625 +100 167156.828125 +101 137281.031250 +102 117939.203125 +103 114611.515625 +104 108455.984375 +105 111229.125000 +106 108455.984375 +107 659057.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,IPTU,XGBoost,0.9918439388275146,"96 5.195516e+05 +97 4.628215e+05 +98 2.784664e+06 +99 3.865039e+06 +100 4.736964e+05 +101 4.712968e+05 +102 4.712968e+05 +103 4.712968e+05 +104 4.740917e+05 +105 4.712968e+05 +106 4.424655e+05 +107 6.501490e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ISS,MLP,1.0056040287017822,"96 1.014608e+06 +97 1.032022e+06 +98 1.058334e+06 +99 1.068614e+06 +100 1.092072e+06 +101 1.114372e+06 +102 1.135727e+06 +103 1.153424e+06 +104 1.165329e+06 +105 1.186959e+06 +106 1.210700e+06 +107 1.227193e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ITBI,HWES,3.142972707748413,"96 312853.56250 +97 319301.68750 +98 329050.37500 +99 311363.78125 +100 302727.71875 +101 465811.09375 +102 319301.68750 +103 443928.50000 +104 465100.62500 +105 319059.46875 +106 319396.96875 +107 314253.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,SARIMAX,2.818547487258911,"96 2051242.125 +97 2437333.250 +98 2395701.000 +99 2413011.500 +100 2360446.500 +101 2413011.500 +102 2373831.500 +103 2348942.500 +104 2346882.750 +105 2273115.750 +106 2289173.750 +107 2347470.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,XGBoost,1.0132274627685547,"96 1.795197e+06 +97 1.022868e+06 +98 1.022868e+06 +99 2.348918e+06 +100 1.795197e+06 +101 8.646215e+05 +102 6.962088e+05 +103 6.962088e+05 +104 4.563374e+05 +105 3.979810e+05 +106 3.979810e+05 +107 2.148326e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,IPTU,HWES,1.406829595565796,"96 8489.840820 +97 6053.429199 +98 6053.429199 +99 7704.499023 +100 264065.531250 +101 264556.468750 +102 13954.484375 +103 74789.945312 +104 64209.796875 +105 8128.872559 +106 8267.765625 +107 7269.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ISS,MLP,0.9617359638214111,"96 178448.894653 +97 196710.446356 +98 206638.797891 +99 216845.927729 +100 230561.735036 +101 229943.226019 +102 223789.700031 +103 235920.018953 +104 247883.433886 +105 265424.706973 +106 274357.038909 +107 270267.950813 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ITBI,XGBoost,1.000302791595459,"96 36741.898438 +97 35122.332031 +98 56630.457031 +99 36924.691406 +100 35974.609375 +101 37389.710938 +102 37229.585938 +103 39085.582031 +104 36267.531250 +105 39300.460938 +106 36791.625000 +107 35974.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,SARIMAX,1.250603199005127,"96 752636.5000 +97 831646.4375 +98 845245.6875 +99 824842.4375 +100 806189.3125 +101 824842.4375 +102 824842.4375 +103 831646.4375 +104 776971.6875 +105 768106.8750 +106 774915.4375 +107 800948.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,AR,0.9022676944732666,"96 629372.375000 +97 200713.203125 +98 305285.062500 +99 629372.375000 +100 314816.437500 +101 165631.843750 +102 165631.843750 +103 164559.953125 +104 164559.953125 +105 154876.421875 +106 154876.421875 +107 629372.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,IPTU,MLP,0.9057188034057617,"96 180013.663102 +97 198922.511891 +98 251735.491883 +99 182119.181381 +100 196883.747553 +101 198520.927963 +102 213286.478434 +103 230070.806820 +104 229327.470236 +105 248081.832623 +106 261775.534535 +107 306254.244506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ISS,MLP,0.9394176006317139,"96 335645.626559 +97 334975.197404 +98 340564.305552 +99 347206.947151 +100 356653.172691 +101 355173.795365 +102 365768.302750 +103 371725.086197 +104 376915.032057 +105 385987.963981 +106 395075.132512 +107 401828.381739 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ITBI,XGBoost,1.3187172412872314,"96 2891365.25 +97 2889746.00 +98 2890394.25 +99 2889746.00 +100 2890394.25 +101 2890394.25 +102 2890394.25 +103 2890394.25 +104 2890394.25 +105 2890394.25 +106 2890394.25 +107 2890468.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,SES,0.835963249206543,"96 2116342.750 +97 2085695.125 +98 2135444.500 +99 2150612.500 +100 2173986.750 +101 2079558.750 +102 2186080.250 +103 2119568.000 +104 2147425.250 +105 2147425.250 +106 2151252.500 +107 2173986.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,XGBoost,1.5539398193359375,"96 593694.125000 +97 246640.921875 +98 248843.171875 +99 579427.250000 +100 579427.250000 +101 248843.171875 +102 220994.468750 +103 195651.718750 +104 160408.906250 +105 141669.296875 +106 141669.296875 +107 593694.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,IPTU,Prophet,1.2082200050354004,"96 54657.183594 +97 108752.085938 +98 55449.316406 +99 52603.582031 +100 32371.189453 +101 33816.503906 +102 360008.187500 +103 398680.593750 +104 35660.144531 +105 113405.093750 +106 34280.148438 +107 52603.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ISS,SARIMAX,1.999234914779663,"96 139608.609375 +97 139431.703125 +98 139431.703125 +99 139431.703125 +100 139431.703125 +101 139431.703125 +102 139658.203125 +103 139799.265625 +104 139431.703125 +105 139431.703125 +106 139431.703125 +107 139614.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ITBI,SES,0.8910567760467529,"96 18709.224609 +97 55970.414062 +98 37401.167969 +99 56051.093750 +100 57660.464844 +101 65746.226562 +102 75392.125000 +103 51813.742188 +104 56284.375000 +105 53731.042969 +106 122971.812500 +107 43886.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,SES,0.8027489185333252,"96 1310352.625 +97 1308361.750 +98 1308361.750 +99 1465090.375 +100 1380348.375 +101 1380348.375 +102 1446817.125 +103 1308361.750 +104 1451625.625 +105 1465090.375 +106 1302326.500 +107 1451625.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,MLP,0.8518204689025879,"96 2.146004e+05 +97 2.629249e+05 +98 3.263286e+05 +99 4.052708e+05 +100 4.940384e+05 +101 6.091308e+05 +102 8.283314e+05 +103 9.842747e+05 +104 1.102267e+06 +105 1.305654e+06 +106 1.692989e+06 +107 2.137758e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,IPTU,SES,1.5974681377410889,"91 2046.797363 +92 2136.955811 +93 4552.707031 +94 9099.386719 +95 4528.054199 +96 4492.917969 +97 1322.691895 +98 1322.691895 +99 1756.198120 +100 1873.965942 +101 2294.550781 +102 1756.198120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ISS,AR,0.9925615787506104,"96 37804.347656 +97 16712.431641 +98 38028.031250 +99 35351.808594 +100 67348.773438 +101 31857.851562 +102 11073.869141 +103 45944.492188 +104 46520.269531 +105 40016.707031 +106 35150.117188 +107 46141.503906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ITBI,XGBoost,2.4094126224517822,"84 65948.914062 +85 221062.109375 +86 266342.468750 +87 59407.433594 +88 60654.230469 +89 219652.687500 +90 219652.687500 +91 233000.250000 +92 256465.125000 +93 67496.453125 +94 219780.812500 +95 219370.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,XGBoost,1.7149407863616943,"96 745878.9375 +97 828163.8125 +98 831486.5625 +99 796483.3125 +100 843747.1250 +101 795205.6250 +102 796840.4375 +103 827806.6875 +104 792343.6250 +105 792343.6250 +106 799415.0625 +107 832623.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,SARIMAX,0.9723758697509766,"84 58247.136719 +85 56955.605469 +86 58899.402344 +87 58784.093750 +88 58247.136719 +89 58247.136719 +90 59709.160156 +91 60900.960938 +92 60742.542969 +93 60183.628906 +94 60981.988281 +95 58247.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,IPTU,SARIMAX,0.9427909851074219,"84 9326.824219 +85 9256.917969 +86 10596.658203 +87 22591.228516 +88 25056.335938 +89 7823.161621 +90 5355.051270 +91 8862.939453 +92 8431.073242 +93 9304.449219 +94 9304.449219 +95 4343.420410 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ISS,MLP,0.9891796112060547,"96 67923.532359 +97 71224.034288 +98 73349.185018 +99 76459.259134 +100 79530.794872 +101 83300.290403 +102 87336.824285 +103 91908.065102 +104 96871.535949 +105 101784.467593 +106 107932.074616 +107 111247.679402 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ITBI,XGBoost,0.8697929382324219,"96 9557.450195 +97 9052.573242 +98 10028.190430 +99 9287.308594 +100 10245.650391 +101 9140.749023 +102 17461.697266 +103 17461.697266 +104 15532.223633 +105 15599.240234 +106 15599.240234 +107 16228.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,SARIMAX,0.8486528396606445,"96 625287.5625 +97 605049.2500 +98 682502.5000 +99 603516.2500 +100 690087.8750 +101 634828.7500 +102 603516.2500 +103 605049.2500 +104 635115.6875 +105 638501.8125 +106 638501.8125 +107 636672.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,MLP,0.8801977634429932,"96 231602.347707 +97 99650.433257 +98 143480.416518 +99 215679.652387 +100 165197.030512 +101 126825.055117 +102 124170.431489 +103 138139.757342 +104 147964.301826 +105 169232.360293 +106 190400.321681 +107 475927.751202 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,IPTU,SARIMAX,1.075127363204956,"96 147832.578125 +97 179049.000000 +98 147832.578125 +99 39536.085938 +100 39536.085938 +101 39536.085938 +102 39536.085938 +103 6841.502930 +104 6841.502930 +105 7379.162109 +106 6602.376465 +107 17858.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ISS,MLP,0.9897136688232422,"96 130576.306202 +97 133472.768501 +98 134852.908859 +99 134598.958007 +100 138859.965185 +101 140293.332556 +102 144662.577906 +103 145196.450838 +104 144959.183075 +105 149583.047049 +106 152846.589136 +107 155043.231644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ITBI,SES,1.0185306072235107,"96 16277.882812 +97 15838.866211 +98 40399.824219 +99 17448.300781 +100 26650.869141 +101 16573.236328 +102 17344.398438 +103 14733.258789 +104 17337.207031 +105 24113.923828 +106 14797.876953 +107 26799.238281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,SARIMAX,0.8922247886657715,"96 433018.75000 +97 490699.37500 +98 490699.37500 +99 489551.21875 +100 528075.68750 +101 489551.21875 +102 489551.21875 +103 490699.37500 +104 448183.84375 +105 489551.21875 +106 439164.87500 +107 490699.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,SARIMAX,0.8741636276245117,"96 251173.656250 +97 128753.601562 +98 128700.210938 +99 250957.687500 +100 128700.210938 +101 121469.585938 +102 121469.585938 +103 121469.585938 +104 128753.601562 +105 122526.312500 +106 121576.242188 +107 251173.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,IPTU,SARIMAX,1.2317192554473877,"90 1070.983276 +91 4633.703125 +92 29338.433594 +93 13896.748047 +94 42305.269531 +95 42305.269531 +96 13460.880859 +97 13460.880859 +98 12430.619141 +99 13896.748047 +100 24301.515625 +101 13182.200195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ISS,HWES,1.863753318786621,"96 47616.515625 +97 46483.679688 +98 56653.261719 +99 46483.679688 +100 45663.148438 +101 47616.515625 +102 47616.515625 +103 47616.515625 +104 46604.046875 +105 47616.515625 +106 45663.148438 +107 47616.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ITBI,SES,0.7929213047027588,"95 11339.946289 +96 19316.826172 +97 15496.197266 +98 31483.498047 +99 50081.667969 +100 34282.292969 +101 16000.552734 +102 31987.853516 +103 45910.214844 +104 19677.701172 +105 48676.984375 +106 14345.071289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,XGBoost,0.8293566703796387,"96 1307043.625 +97 1612129.875 +98 1643613.750 +99 1612129.875 +100 1674865.750 +101 1612129.875 +102 1612129.875 +103 1612129.875 +104 1411522.125 +105 1439390.875 +106 1428456.000 +107 1643613.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,XGBoost,0.930574893951416,"96 125059.234375 +97 37830.207031 +98 80827.414062 +99 125059.234375 +100 80827.414062 +101 36596.675781 +102 38914.652344 +103 39838.378906 +104 34750.148438 +105 39171.464844 +106 38931.648438 +107 125059.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,IPTU,XGBoost,0.8908247947692871,"96 356375.09375 +97 371916.59375 +98 590676.75000 +99 487819.46875 +100 467854.65625 +101 544838.12500 +102 675116.56250 +103 465457.00000 +104 675455.75000 +105 687239.18750 +106 626605.50000 +107 365745.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ISS,SARIMAX,1.1596384048461914,"96 1.019928e+06 +97 1.019928e+06 +98 1.021431e+06 +99 1.019928e+06 +100 1.019928e+06 +101 1.019928e+06 +102 1.019928e+06 +103 1.019928e+06 +104 1.019928e+06 +105 1.019928e+06 +106 1.019928e+06 +107 1.019928e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ITBI,SARIMAX,2.0227227210998535,"96 236554.703125 +97 209689.328125 +98 225775.687500 +99 203433.703125 +100 205871.046875 +101 209689.328125 +102 236554.703125 +103 236265.000000 +104 236554.703125 +105 231001.312500 +106 236554.703125 +107 236554.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,SARIMAX,0.9139361381530762,"96 2452919.25 +97 3192364.75 +98 3218695.50 +99 3192364.75 +100 3184082.25 +101 3218695.50 +102 2987256.75 +103 3236263.25 +104 3194849.50 +105 3229831.75 +106 3246794.00 +107 3192139.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,XGBoost,1.9299399852752686,"94 2.352460e+06 +95 8.254221e+05 +96 8.260978e+05 +97 2.265278e+06 +98 7.848488e+05 +99 7.869786e+05 +100 7.967769e+05 +101 7.967769e+05 +102 5.903951e+05 +103 5.864009e+05 +104 5.930499e+05 +105 2.352460e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,IPTU,AR,2.2915031909942627,"96 16505.347656 +97 36433.882812 +98 667119.625000 +99 73418.609375 +100 73418.609375 +101 35986.878906 +102 71307.445312 +103 30955.023438 +104 34628.390625 +105 33064.664062 +106 30395.099609 +107 30324.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ISS,SARIMAX,0.7263703346252441,"96 153686.000000 +97 127100.601562 +98 154555.546875 +99 127335.039062 +100 127100.601562 +101 131962.640625 +102 127335.039062 +103 127410.414062 +104 127077.617188 +105 127198.468750 +106 132982.031250 +107 126843.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ITBI,XGBoost,0.7745592594146729,"96 68032.500000 +97 68501.601562 +98 105565.835938 +99 68843.507812 +100 105565.835938 +101 68364.828125 +102 100187.382812 +103 113986.625000 +104 89271.070312 +105 101097.210938 +106 113986.625000 +107 101097.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,XGBoost,2.8992919921875,"96 1078167.375 +97 1299010.875 +98 1356293.250 +99 1300953.500 +100 1339243.500 +101 1301372.750 +102 1300953.500 +103 1026657.875 +104 1112362.000 +105 1115019.250 +106 1120711.000 +107 1200250.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,MLP,1.1226670742034912,"84 4.128619e+05 +85 6.530096e+05 +86 7.303997e+05 +87 7.171603e+05 +88 8.696408e+05 +89 1.000359e+06 +90 1.152670e+06 +91 1.397134e+06 +92 1.930154e+06 +93 2.025894e+06 +94 2.435780e+06 +95 3.148366e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,IPTU,SARIMAX,0.9437570571899414,"78 25.490211 +79 25.490211 +80 102.353081 +81 462.880859 +82 7621.080078 +83 30420.429688 +84 124.130028 +85 126.880920 +86 -214.760025 +87 254.967926 +88 -15.521144 +89 677.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ISS,MLP,1.004755973815918,"84 38289.036360 +85 39316.473350 +86 41839.130010 +87 44841.311358 +88 48500.353311 +89 51197.864746 +90 53344.160104 +91 56080.826875 +92 59073.620478 +93 62632.490426 +94 66403.225536 +95 70579.740550 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ITBI,XGBoost,0.8575236797332764,"82 7423.777344 +83 18014.214844 +84 4582.427734 +85 9386.365234 +86 17969.273438 +87 17605.830078 +88 17962.099609 +89 17962.099609 +90 17962.099609 +91 7369.869629 +92 15743.387695 +93 32832.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,SES,2.0772347450256348,"84 1.043384e+06 +85 1.083149e+06 +86 1.177796e+06 +87 1.083149e+06 +88 1.224673e+06 +89 1.059723e+06 +90 1.059723e+06 +91 1.083149e+06 +92 1.057881e+06 +93 1.057881e+06 +94 1.043946e+06 +95 1.177796e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,1.4763500690460205,"84 63461.683594 +85 21496.236328 +86 29226.968750 +87 56424.628906 +88 56231.570312 +89 23795.500000 +90 23795.500000 +91 20335.664062 +92 17224.064453 +93 17224.064453 +94 20335.664062 +95 63461.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,IPTU,AR,1.3308343887329102,"96 5540.124023 +97 5540.124023 +98 5540.124023 +99 9003.272461 +100 6256.698242 +101 11838.399414 +102 2719.206787 +103 2870.792480 +104 2647.215576 +105 3457.499023 +106 3737.940430 +107 2782.136963 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ISS,XGBoost,0.8398830890655518,"96 11565.758789 +97 9727.148438 +98 15977.205078 +99 15517.750000 +100 15204.116211 +101 17981.691406 +102 12376.375977 +103 17956.597656 +104 15504.234375 +105 17956.597656 +106 14961.675781 +107 17956.597656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ITBI,SARIMAX,1.5872950553894043,"96 17074.347656 +97 17057.716797 +98 9249.669922 +99 7885.635254 +100 17063.505859 +101 9249.669922 +102 7523.315918 +103 9112.231445 +104 7754.384766 +105 17063.505859 +106 9249.669922 +107 9249.669922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,SARIMAX,0.9506175518035889,"96 240810.296875 +97 306034.593750 +98 306034.593750 +99 300772.531250 +100 308207.812500 +101 300772.531250 +102 300772.531250 +103 292152.000000 +104 286889.937500 +105 286889.937500 +106 280965.062500 +107 292152.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,MLP,2.2617366313934326,"95 86392.371966 +96 85020.185142 +97 44878.768826 +98 52080.557083 +99 64524.636052 +100 66496.189128 +101 65087.722345 +102 62719.128952 +103 68810.537571 +104 72883.214558 +105 85329.622539 +106 151415.902736 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,IPTU,HWES,3.360205888748169,"96 13142.353516 +97 97035.335938 +98 190109.640625 +99 16965.880859 +100 19302.007812 +101 54456.433594 +102 12233.403320 +103 12542.000000 +104 23897.878906 +105 8580.098633 +106 11975.288086 +107 31036.128906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ISS,MLP,1.2443759441375732,"96 50768.863388 +97 48214.123268 +98 51501.946891 +99 52239.959611 +100 53985.616276 +101 56329.144655 +102 58038.597454 +103 61199.386625 +104 63238.423378 +105 66071.780537 +106 68566.142022 +107 71133.706881 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ITBI,XGBoost,1.5301525592803955,"94 22366.011719 +95 12145.744141 +96 12061.119141 +97 12068.904297 +98 12293.958984 +99 12617.744141 +100 12145.744141 +101 12237.449219 +102 12297.187500 +103 12159.626953 +104 12139.885742 +105 12139.885742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,SARIMAX,1.01395845413208,"96 530130.7500 +97 605002.5625 +98 606260.1250 +99 538555.4375 +100 610783.9375 +101 538921.3750 +102 538555.4375 +103 605002.5625 +104 538921.3750 +105 543150.5625 +106 542845.0000 +107 606260.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,MLP,2.5235564708709717,"96 230910.569672 +97 113766.845611 +98 157206.357496 +99 214769.541925 +100 195338.763244 +101 174955.432651 +102 200656.762445 +103 219062.215082 +104 256308.567990 +105 302956.117922 +106 360587.964505 +107 692925.996678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,IPTU,XGBoost,2.5926361083984375,"88 75572.796875 +89 85413.093750 +90 500625.781250 +91 500660.343750 +92 501512.875000 +93 501512.875000 +94 513388.718750 +95 501512.875000 +96 511045.531250 +97 84050.242188 +98 84050.242188 +99 84050.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ISS,XGBoost,1.0726444721221924,"88 75447.000000 +89 61988.089844 +90 73976.984375 +91 116551.648438 +92 75447.000000 +93 77766.351562 +94 75447.000000 +95 100773.375000 +96 114232.304688 +97 75546.492188 +98 77766.351562 +99 75447.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ITBI,XGBoost,1.016324520111084,"88 80185.101562 +89 58650.941406 +90 82289.578125 +91 78625.304688 +92 77059.859375 +93 69163.671875 +94 47027.929688 +95 72336.000000 +96 64518.578125 +97 58599.441406 +98 80688.218750 +99 72336.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,Prophet,0.9147484302520752,"88 9.319762e+05 +89 1.066663e+06 +90 1.058869e+06 +91 9.452614e+05 +92 9.239493e+05 +93 1.058869e+06 +94 1.058869e+06 +95 9.452614e+05 +96 9.360690e+05 +97 9.360690e+05 +98 9.360690e+05 +99 9.452614e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,HWES,0.9770619869232178,"88 497218.718750 +89 236449.328125 +90 206575.890625 +91 205977.515625 +92 206575.890625 +93 226186.000000 +94 236318.031250 +95 236318.031250 +96 236198.484375 +97 228884.046875 +98 228884.046875 +99 497087.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,IPTU,SARIMAX,1.2317960262298584,"93 2119.549316 +94 2119.549316 +95 5034.232910 +96 4658.490234 +97 168903.187500 +98 168903.187500 +99 7256.967285 +100 4769.076660 +101 4943.719238 +102 2379.100342 +103 4736.600586 +104 4736.600586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ISS,MLP,1.2739784717559814,"96 82607.213025 +97 84537.542375 +98 86436.079780 +99 88576.742372 +100 91186.530946 +101 92513.934009 +102 95190.728294 +103 97037.562753 +104 99014.370064 +105 101538.132304 +106 101866.021770 +107 103186.035338 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ITBI,SARIMAX,1.043186902999878,"96 10143.429688 +97 14841.559570 +98 14063.536133 +99 24150.011719 +100 19394.919922 +101 14772.506836 +102 32039.093750 +103 13370.062500 +104 8891.357422 +105 14926.059570 +106 22587.300781 +107 12536.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,XGBoost,2.538698673248291,"96 863179.5625 +97 973305.6250 +98 942942.6875 +99 936937.8125 +100 959936.3750 +101 957787.7500 +102 936937.8125 +103 942722.2500 +104 937201.4375 +105 867700.6875 +106 873303.2500 +107 943707.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,SARIMAX,1.7297167778015137,"96 661626.750000 +97 232544.062500 +98 247567.156250 +99 424534.031250 +100 247377.296875 +101 232544.062500 +102 215105.843750 +103 194808.593750 +104 194656.390625 +105 194656.390625 +106 194656.390625 +107 661626.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,IPTU,HWES,1.4517064094543457,"90 748.058838 +91 1569.011963 +92 10580.450195 +93 84995.390625 +94 9370.463867 +95 5380.095215 +96 5599.141113 +97 5380.095215 +98 1075.560547 +99 1075.560547 +100 5653.095703 +101 1601.457520 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ISS,AR,2.3553943634033203,"96 18958.632812 +97 18343.806641 +98 18235.628906 +99 24404.248047 +100 17117.691406 +101 17735.945312 +102 18005.814453 +103 16906.625000 +104 17457.328125 +105 28599.355469 +106 17600.685547 +107 17670.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ITBI,MLP,1.0144813060760498,"94 59889.049857 +95 75379.872681 +96 94011.057662 +97 118593.686636 +98 142617.195538 +99 178234.812343 +100 172022.854283 +101 216980.446189 +102 273661.904111 +103 346046.643235 +104 437624.383258 +105 550580.293562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,SES,1.1727535724639893,"96 558836.2500 +97 669330.0000 +98 669330.0000 +99 614569.3125 +100 691704.1875 +101 612518.1250 +102 559347.7500 +103 669330.0000 +104 614569.3125 +105 617531.4375 +106 590181.6875 +107 649222.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,MLP,1.4192559719085693,"96 160605.891629 +97 76129.461454 +98 72837.655059 +99 161748.904317 +100 85545.893977 +101 74052.784503 +102 155953.817922 +103 68246.347847 +104 68479.812520 +105 73278.675726 +106 80057.397416 +107 209085.532576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,IPTU,SARIMAX,1.0622000694274902,"93 1153.515625 +94 2373.950684 +95 41003.917969 +96 201876.828125 +97 89724.382812 +98 17064.826172 +99 17064.826172 +100 17064.826172 +101 16637.775391 +102 15243.118164 +103 16637.775391 +104 15822.886719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,1.2797441482543945,"96 137768.937500 +97 137768.937500 +98 137684.796875 +99 137684.796875 +100 145933.750000 +101 145933.750000 +102 145933.750000 +103 145933.750000 +104 145933.750000 +105 145933.750000 +106 145933.750000 +107 145933.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ITBI,MLP,0.8749880790710449,"96 66423.628823 +97 46369.327173 +98 64323.759678 +99 68515.701211 +100 68447.649936 +101 73056.208690 +102 78119.824707 +103 79773.338438 +104 79224.199712 +105 83614.257811 +106 91662.324877 +107 103214.017404 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,XGBoost,0.9718265533447266,"96 9.226253e+05 +97 9.448151e+05 +98 9.214558e+05 +99 9.448151e+05 +100 9.064136e+05 +101 9.286521e+05 +102 9.240178e+05 +103 9.359983e+05 +104 9.194851e+05 +105 9.194851e+05 +106 8.848678e+05 +107 1.028894e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,XGBoost,0.9911205768585205,"94 291057.375000 +95 225036.796875 +96 225832.343750 +97 274393.750000 +98 233390.750000 +99 223773.218750 +100 223773.218750 +101 223773.218750 +102 208752.875000 +103 208752.875000 +104 208752.875000 +105 351038.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,IPTU,SARIMAX,0.7925369739532471,"96 2.180582e+06 +97 7.817168e+06 +98 6.398724e+05 +99 6.398724e+05 +100 6.398724e+05 +101 6.398724e+05 +102 6.398724e+05 +103 6.603284e+05 +104 5.985974e+05 +105 5.985974e+05 +106 5.179213e+05 +107 4.606646e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ISS,MLP,1.3524134159088135,"96 1.611716e+06 +97 1.642731e+06 +98 1.690498e+06 +99 1.727826e+06 +100 1.768479e+06 +101 1.810184e+06 +102 1.848197e+06 +103 1.885153e+06 +104 1.923818e+06 +105 1.957593e+06 +106 1.999307e+06 +107 2.044536e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ITBI,XGBoost,0.9054074287414551,"96 367695.31250 +97 395472.50000 +98 427506.31250 +99 365640.25000 +100 413103.25000 +101 413103.25000 +102 367334.78125 +103 406503.96875 +104 350489.90625 +105 395472.50000 +106 435631.78125 +107 429032.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,SARIMAX,1.0492639541625977,"96 5941826.5 +97 6679568.5 +98 6512535.0 +99 6658978.0 +100 6556046.5 +101 6658978.0 +102 6624119.5 +103 6743911.5 +104 6718667.0 +105 7386329.0 +106 6587969.5 +107 7155060.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,XGBoost,0.9430172443389893,"96 3.290799e+06 +97 1.612681e+06 +98 1.900812e+06 +99 3.290799e+06 +100 1.900812e+06 +101 1.502035e+06 +102 1.502035e+06 +103 1.130140e+06 +104 9.705704e+05 +105 9.705704e+05 +106 9.540032e+05 +107 3.805110e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,IPTU,XGBoost,2.454092502593994,"96 97807.804688 +97 95878.109375 +98 113699.421875 +99 95878.109375 +100 120694.429688 +101 121627.335938 +102 28098.843750 +103 28098.843750 +104 26269.875000 +105 26269.875000 +106 92404.820312 +107 91571.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ISS,XGBoost,1.900090217590332,"96 820535.4375 +97 806143.6875 +98 820535.4375 +99 804298.5000 +100 819176.8750 +101 820535.4375 +102 820535.4375 +103 819176.8750 +104 876641.4375 +105 876641.4375 +106 876641.4375 +107 884451.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ITBI,XGBoost,0.9470477104187012,"96 305680.78125 +97 812779.18750 +98 812779.18750 +99 817990.93750 +100 812779.18750 +101 813964.75000 +102 812779.18750 +103 813032.25000 +104 812779.18750 +105 813866.25000 +106 813983.68750 +107 812779.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,SES,1.0229620933532715,"96 8.618082e+05 +97 1.399250e+06 +98 1.777829e+06 +99 8.690994e+05 +100 2.398681e+06 +101 1.305552e+06 +102 1.274206e+06 +103 2.249554e+06 +104 1.724381e+06 +105 1.272555e+06 +106 1.153660e+06 +107 2.502630e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,SARIMAX,0.8724946975708008,"96 2.218581e+06 +97 7.906522e+05 +98 7.906522e+05 +99 2.456781e+06 +100 8.347632e+05 +101 7.079574e+05 +102 9.851401e+05 +103 6.039566e+05 +104 6.097297e+05 +105 6.020589e+05 +106 6.039566e+05 +107 2.222148e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,IPTU,SARIMAX,2.962838888168335,"96 1.881275e+06 +97 1.907578e+06 +98 3.885214e+06 +99 3.796969e+06 +100 5.964772e+06 +101 1.760957e+07 +102 5.964772e+06 +103 5.964772e+06 +104 5.964772e+06 +105 5.964772e+06 +106 5.964772e+06 +107 3.885214e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ISS,MLP,0.8879070281982422,"96 4.958350e+06 +97 5.082253e+06 +98 5.224175e+06 +99 5.355969e+06 +100 5.480420e+06 +101 5.604083e+06 +102 5.725027e+06 +103 5.845031e+06 +104 5.965048e+06 +105 6.096351e+06 +106 6.218205e+06 +107 6.323489e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ITBI,SARIMAX,0.972318172454834,"96 1.031533e+06 +97 8.519099e+05 +98 1.030593e+06 +99 8.915489e+05 +100 1.100068e+06 +101 9.936018e+05 +102 1.100068e+06 +103 1.100068e+06 +104 1.141466e+06 +105 1.141466e+06 +106 1.047674e+06 +107 9.716466e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,XGBoost,1.0672593116760254,"96 6862239.0 +97 7805426.0 +98 7805426.0 +99 7805426.0 +100 7833119.5 +101 7745254.0 +102 7805426.0 +103 7805426.0 +104 7738599.5 +105 7430731.5 +106 7430731.5 +107 7985013.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,XGBoost,1.0723776817321777,"96 8580569.00 +97 5607214.00 +98 5607214.00 +99 8580569.00 +100 5607214.00 +101 4375589.50 +102 4375589.50 +103 3160484.50 +104 2985324.50 +105 2747401.25 +106 2672808.75 +107 8580569.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,IPTU,Prophet,1.2506868839263916,"90 18452.699219 +91 19225.681641 +92 434.375671 +93 327.217743 +94 18295.892578 +95 17927.855469 +96 50663.476562 +97 35904.070312 +98 13979.974609 +99 10755.826172 +100 14686.815430 +101 -2068.344238 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ISS,MLP,1.5131101608276367,"96 71952.428840 +97 79377.381155 +98 88798.520878 +99 97246.218203 +100 108951.912670 +101 121691.305673 +102 135824.289032 +103 154117.894330 +104 169946.077642 +105 184830.046468 +106 208281.014734 +107 223818.659493 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ITBI,XGBoost,0.9146511554718018,"91 8550.522461 +92 21662.433594 +93 27175.705078 +94 26541.007812 +95 26977.494141 +96 27363.644531 +97 27072.406250 +98 27046.886719 +99 27072.406250 +100 27072.406250 +101 27319.082031 +102 27363.644531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,SARIMAX,1.0240402221679688,"96 552974.3750 +97 552974.3750 +98 591477.6250 +99 552974.3750 +100 547862.8750 +101 641884.0000 +102 552489.6875 +103 552489.6875 +104 616750.1875 +105 528429.5000 +106 528429.5000 +107 594877.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,AR,1.0877563953399658,"96 238144.656250 +97 80648.867188 +98 82911.117188 +99 63246.777344 +100 80567.218750 +101 81791.164062 +102 69817.476562 +103 69621.484375 +104 63241.582031 +105 78157.890625 +106 62981.878906 +107 238144.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,IPTU,HWES,1.475562334060669,"93 550.282043 +94 1838.172363 +95 1588.520874 +96 9062.348633 +97 8484.891602 +98 8625.937500 +99 1878.615723 +100 63.946545 +101 670.368042 +102 -314.932678 +103 359.693817 +104 -616.389099 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ISS,MLP,0.8254458904266357,"96 41681.584389 +97 50512.834087 +98 49717.971921 +99 53661.685189 +100 50056.398069 +101 56641.812692 +102 56369.564773 +103 57270.676847 +104 59341.182281 +105 65560.165206 +106 70334.567208 +107 71171.263305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ITBI,MLP,1.5375971794128418,"94 52971.895170 +95 63285.218617 +96 75663.468893 +97 90264.863485 +98 104514.307893 +99 116803.447458 +100 138715.658607 +101 161956.042668 +102 186104.190518 +103 220665.421177 +104 261319.460538 +105 305027.628206 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,SARIMAX,0.9402282238006592,"96 449641.46875 +97 567954.68750 +98 527508.18750 +99 571538.50000 +100 525825.56250 +101 562176.31250 +102 541243.31250 +103 513535.12500 +104 527508.18750 +105 531881.06250 +106 532162.31250 +107 579183.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,XGBoost,1.5901384353637695,"95 83734.531250 +96 44453.875000 +97 44712.878906 +98 44129.402344 +99 42169.664062 +100 44712.878906 +101 34048.500000 +102 34048.500000 +103 15105.051758 +104 15105.051758 +105 15295.790039 +106 49163.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,SARIMAX,0.7667458057403564,"77 5243.477051 +78 14186.187500 +79 8416.075195 +80 42001.171875 +81 41969.988281 +82 51535.582031 +83 51683.699219 +84 43735.289062 +85 42352.523438 +86 49652.062500 +87 43361.031250 +88 43883.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,XGBoost,1.2350585460662842,"96 13584.436523 +97 7122.117188 +98 40390.730469 +99 13597.606445 +100 13588.232422 +101 13597.606445 +102 13562.500977 +103 13588.232422 +104 13584.436523 +105 37830.664062 +106 13589.355469 +107 13588.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,XGBoost,1.350062370300293,"87 7713.856445 +88 8725.108398 +89 10519.884766 +90 10492.345703 +91 10814.895508 +92 8906.089844 +93 5219.728516 +94 3449.638184 +95 3449.638184 +96 3449.638184 +97 7078.362793 +98 6911.500977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.697723388671875,"96 231581.171875 +97 278998.906250 +98 296100.937500 +99 278998.906250 +100 299310.750000 +101 274974.468750 +102 278998.906250 +103 278998.906250 +104 280385.375000 +105 261933.796875 +106 262382.750000 +107 296100.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9013519287109375,"94 37905.269531 +95 38430.742188 +96 38430.742188 +97 63315.937500 +98 60529.687500 +99 26981.083984 +100 24408.365234 +101 15873.617188 +102 16131.136719 +103 15195.694336 +104 15447.101562 +105 63315.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,IPTU,HWES,1.44224214553833,"91 1.212818e+05 +92 1.212818e+05 +93 6.287018e+05 +94 4.052566e+06 +95 6.251708e+05 +96 6.251708e+05 +97 1.332887e+05 +98 1.090884e+06 +99 -2.049720e+05 +100 1.212818e+05 +101 2.048779e+05 +102 1.290204e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ISS,MLP,1.0074305534362793,"96 1.125428e+06 +97 1.138965e+06 +98 1.165607e+06 +99 1.186148e+06 +100 1.209158e+06 +101 1.231488e+06 +102 1.255038e+06 +103 1.274694e+06 +104 1.296088e+06 +105 1.317060e+06 +106 1.339455e+06 +107 1.364581e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ITBI,XGBoost,0.9976108074188232,"96 294996.37500 +97 373038.71875 +98 250582.00000 +99 373038.71875 +100 373038.71875 +101 250582.00000 +102 370906.96875 +103 371574.34375 +104 373038.71875 +105 372304.40625 +106 267628.18750 +107 385892.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,XGBoost,0.8210799694061279,"96 4513074.0 +97 4510901.5 +98 4778522.5 +99 4624752.5 +100 4594037.5 +101 4427963.5 +102 4427963.5 +103 4513074.0 +104 4624752.5 +105 4624752.5 +106 4624752.5 +107 4778522.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,MLP,1.137277603149414,"96 3.090670e+06 +97 1.694267e+06 +98 1.809134e+06 +99 2.776448e+06 +100 2.419743e+06 +101 1.983523e+06 +102 2.116121e+06 +103 2.258771e+06 +104 2.497649e+06 +105 2.822460e+06 +106 3.176401e+06 +107 7.166545e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,IPTU,HWES,1.1480209827423096,"96 19744.019531 +97 40522.070312 +98 89105.125000 +99 489806.187500 +100 21669.185547 +101 20660.130859 +102 17762.667969 +103 23392.435547 +104 23392.435547 +105 27871.515625 +106 15503.811523 +107 15937.547852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ISS,XGBoost,3.022528648376465,"96 73715.859375 +97 74088.585938 +98 74088.585938 +99 74292.960938 +100 74088.585938 +101 74159.210938 +102 74159.210938 +103 73715.859375 +104 74159.210938 +105 74159.210938 +106 74159.210938 +107 74159.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ITBI,HWES,1.0087964534759521,"96 25924.484375 +97 8107.590332 +98 9324.570312 +99 10509.194336 +100 8107.590332 +101 11470.070312 +102 9360.918945 +103 14416.089844 +104 14139.651367 +105 11223.642578 +106 11212.746094 +107 4178.578613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,Prophet,0.8903019428253174,"96 9.999833e+05 +97 1.099687e+06 +98 1.072332e+06 +99 1.072332e+06 +100 1.072332e+06 +101 1.072332e+06 +102 1.072332e+06 +103 1.072332e+06 +104 1.072332e+06 +105 1.072332e+06 +106 1.072332e+06 +107 1.072332e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,SARIMAX,0.8719408512115479,"96 501923.906250 +97 112435.367188 +98 235264.468750 +99 428290.937500 +100 425148.187500 +101 101584.757812 +102 237313.046875 +103 98266.093750 +104 98266.093750 +105 69199.546875 +106 65398.246094 +107 501923.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,IPTU,MLP,2.529679536819458,"73 18387.361598 +74 24654.780872 +75 33371.635249 +76 41507.830508 +77 55230.197983 +78 89045.368504 +79 91738.121446 +80 119873.381640 +81 157967.731645 +82 208321.401906 +83 279356.485391 +84 373603.974679 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ISS,MLP,2.675504446029663,"96 41315.267989 +97 43655.218873 +98 47362.450544 +99 51549.534445 +100 53250.305416 +101 55716.817890 +102 60069.869646 +103 63267.161872 +104 68128.243315 +105 73253.213040 +106 77800.388021 +107 87109.981461 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ITBI,SES,1.8741483688354492,"67 35857.074219 +68 53304.261719 +69 31504.113281 +70 84148.117188 +71 55461.371094 +72 99589.148438 +73 108817.585938 +74 55461.371094 +75 101209.460938 +76 56379.167969 +77 55461.371094 +78 55461.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,SES,0.814918041229248,"96 353665.81250 +97 412269.28125 +98 444164.18750 +99 412531.46875 +100 446153.00000 +101 412531.46875 +102 412531.46875 +103 412269.28125 +104 412531.46875 +105 398949.37500 +106 398976.68750 +107 433387.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,SARIMAX,1.2433812618255615,"94 55213.058594 +95 34393.859375 +96 40743.910156 +97 38956.371094 +98 43640.160156 +99 17032.578125 +100 12716.255859 +101 12716.255859 +102 12774.647461 +103 12363.458984 +104 15476.869141 +105 55213.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,IPTU,XGBoost,0.8072171211242676,"60 56873.777344 +61 2788.066162 +62 2788.066162 +63 13121.782227 +64 9761.949219 +65 10206.921875 +66 17844.398438 +67 5672.531738 +68 805.568970 +69 548.545349 +70 1565.767700 +71 96.358482 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ISS,MLP,1.7374370098114014,"96 82017.270472 +97 92308.104653 +98 106441.903934 +99 120524.155106 +100 138668.747309 +101 162644.823201 +102 188271.763245 +103 175062.627834 +104 215633.085350 +105 227343.130019 +106 285786.734835 +107 291560.679103 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ITBI,XGBoost,0.7582566738128662,"79 11950.690430 +80 8981.086914 +81 8808.671875 +82 9720.582031 +83 7875.155273 +84 15755.067383 +85 10268.176758 +86 8808.671875 +87 13069.286133 +88 8808.671875 +89 9743.062500 +90 9720.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,SARIMAX,0.9258096218109131,"96 391198.71875 +97 422711.93750 +98 438601.37500 +99 374238.62500 +100 449419.71875 +101 386265.09375 +102 374238.62500 +103 422711.93750 +104 386265.09375 +105 389877.31250 +106 394592.28125 +107 438601.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,XGBoost,2.246595859527588,"93 177226.968750 +94 120885.757812 +95 176958.875000 +96 177276.000000 +97 177276.000000 +98 176974.046875 +99 120885.757812 +100 120834.554688 +101 120885.757812 +102 120885.757812 +103 140038.328125 +104 177226.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,IPTU,HWES,1.3027970790863037,"91 22960.128906 +92 32978.433594 +93 30089.724609 +94 16725.367188 +95 14187.968750 +96 5145.038086 +97 8983.178711 +98 14472.867188 +99 7769.725586 +100 7317.420898 +101 6453.201660 +102 8059.194824 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ISS,MLP,1.342550277709961,"96 41985.867405 +97 41095.266023 +98 42357.352230 +99 44336.825863 +100 45977.172481 +101 46791.531976 +102 47631.764256 +103 50085.232150 +104 52293.147064 +105 56135.870891 +106 56951.816515 +107 57499.061984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ITBI,SES,1.9205090999603271,"96 11102.940430 +97 11488.244141 +98 10667.339844 +99 10667.339844 +100 10614.449219 +101 12770.816406 +102 11819.333008 +103 12313.654297 +104 11940.102539 +105 12433.055664 +106 13178.689453 +107 11472.346680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,SES,0.8422112464904785,"96 738482.5000 +97 856300.2500 +98 854408.8750 +99 805012.1250 +100 853309.5625 +101 789153.9375 +102 789153.9375 +103 890924.2500 +104 744535.6875 +105 731081.1875 +106 731963.3125 +107 889032.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,MLP,0.8583199977874756,"96 223741.424499 +97 121965.177527 +98 139739.112592 +99 195226.531889 +100 177378.253633 +101 162478.754014 +102 183277.242465 +103 205717.965691 +104 234953.114240 +105 272845.894525 +106 314643.500871 +107 639124.619097 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,IPTU,SARIMAX,0.9306075572967529,"94 17910.669922 +95 164709.984375 +96 685848.062500 +97 24009.835938 +98 24009.835938 +99 24009.835938 +100 14215.917969 +101 21188.546875 +102 8659.699219 +103 28224.984375 +104 14022.082031 +105 18523.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ISS,MLP,1.0359563827514648,"96 100335.966981 +97 103612.447950 +98 107460.944488 +99 105493.801549 +100 112367.234289 +101 111783.590203 +102 116661.581598 +103 119915.518672 +104 123817.124198 +105 127219.639853 +106 128357.955866 +107 133356.235217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ITBI,HWES,1.5117509365081787,"96 33294.816406 +97 41011.683594 +98 41226.648438 +99 43063.781250 +100 41226.648438 +101 41827.097656 +102 43011.644531 +103 43063.781250 +104 40576.964844 +105 43063.781250 +106 43011.644531 +107 41827.097656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,SARIMAX,1.1897320747375488,"96 8.396336e+05 +97 9.378128e+05 +98 9.334031e+05 +99 9.378128e+05 +100 1.004809e+06 +101 9.418206e+05 +102 9.378128e+05 +103 9.378128e+05 +104 9.471891e+05 +105 8.865431e+05 +106 8.645454e+05 +107 9.292536e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,MLP,2.8228228092193604,"96 325326.456860 +97 150178.779792 +98 192532.260511 +99 312155.498342 +100 226950.532736 +101 185450.684624 +102 172974.596121 +103 191554.620389 +104 209722.181392 +105 226691.176798 +106 244525.879508 +107 668726.784623 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,SARIMAX,1.802489995956421,"96 4.719094e+05 +97 5.159161e+05 +98 9.938500e+05 +99 1.536038e+06 +100 5.355692e+05 +101 5.572648e+05 +102 5.356454e+05 +103 5.360714e+05 +104 5.356454e+05 +105 5.451901e+05 +106 5.283618e+05 +107 5.457086e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,SARIMAX,0.8317322731018066,"96 1163388.50 +97 1161052.25 +98 1163388.50 +99 1163388.50 +100 1166198.00 +101 1163388.50 +102 1163388.50 +103 1163388.50 +104 1163388.50 +105 1163388.50 +106 1163388.50 +107 1163388.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,MLP,0.9461586475372314,"96 423343.142643 +97 436591.200976 +98 461940.885202 +99 492061.930621 +100 517019.136189 +101 547380.859241 +102 574556.009281 +103 606258.884834 +104 653628.573460 +105 710311.303251 +106 725330.104067 +107 754920.359792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,SARIMAX,0.9571022987365723,"96 2844423.00 +97 2871491.25 +98 2912717.75 +99 2910834.75 +100 2912717.75 +101 2851587.25 +102 2912685.50 +103 2871491.25 +104 2812244.00 +105 2811608.50 +106 2790116.75 +107 2921166.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,SARIMAX,1.5015125274658203,"96 1596997.000 +97 1374379.625 +98 1352497.875 +99 1596997.000 +100 1406795.625 +101 1374379.625 +102 1367590.625 +103 1548783.875 +104 1547788.375 +105 1549282.750 +106 1549282.750 +107 1558604.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,IPTU,XGBoost,1.4583816528320312,"84 73989.023438 +85 420463.687500 +86 419965.687500 +87 68490.328125 +88 54993.722656 +89 43455.191406 +90 71257.421875 +91 68490.328125 +92 43455.191406 +93 45121.152344 +94 45121.152344 +95 45328.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ISS,MLP,0.7932224273681641,"84 109150.811082 +85 111333.237366 +86 114598.162782 +87 117457.050883 +88 118612.977830 +89 119551.851059 +90 122239.650535 +91 124373.350134 +92 126412.507242 +93 129084.659784 +94 132939.163468 +95 137131.315001 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ITBI,XGBoost,0.8565917015075684,"84 367812.00000 +85 368235.96875 +86 369213.71875 +87 368011.68750 +88 368235.96875 +89 368558.87500 +90 368314.46875 +91 369213.71875 +92 368059.59375 +93 369213.71875 +94 368078.53125 +95 368059.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,SES,0.9191219806671143,"84 9.201103e+05 +85 1.073596e+06 +86 1.127585e+06 +87 1.037337e+06 +88 1.143632e+06 +89 1.037337e+06 +90 1.037337e+06 +91 1.129904e+06 +92 1.037337e+06 +93 1.037337e+06 +94 1.037337e+06 +95 1.127585e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,HWES,0.9137258529663086,"84 455724.0000 +85 584134.3750 +86 365732.0625 +87 520508.2500 +88 520508.2500 +89 584134.3750 +90 585100.0625 +91 584134.3750 +92 584686.6875 +93 584589.6875 +94 584589.6875 +95 520508.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,IPTU,AR,1.6096274852752686,"96 14507.906250 +97 118931.664062 +98 16005.057617 +99 11069.537109 +100 18138.218750 +101 14507.906250 +102 12644.029297 +103 11069.537109 +104 17226.638672 +105 11069.537109 +106 12929.683594 +107 11069.537109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ISS,MLP,1.5412683486938477,"96 20902.072121 +97 21042.761037 +98 21436.536590 +99 21517.354701 +100 21651.983913 +101 22958.517549 +102 23245.872601 +103 22733.714002 +104 23455.271820 +105 24475.236358 +106 25456.299697 +107 26237.157323 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ITBI,XGBoost,3.421477794647217,"94 28989.263672 +95 28908.865234 +96 29000.375000 +97 29060.691406 +98 29124.097656 +99 29039.566406 +100 29000.375000 +101 28908.865234 +102 29060.691406 +103 29134.310547 +104 29124.097656 +105 29134.310547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,SARIMAX,1.2358720302581787,"96 305206.81250 +97 327471.81250 +98 334126.06250 +99 299176.65625 +100 334798.56250 +101 318984.96875 +102 317343.84375 +103 297654.53125 +104 303262.28125 +105 303671.93750 +106 305096.18750 +107 311166.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,SARIMAX,0.975130558013916,"96 144968.812500 +97 24455.992188 +98 80841.703125 +99 24455.992188 +100 25841.478516 +101 24089.210938 +102 24283.630859 +103 18567.205078 +104 16221.385742 +105 24283.630859 +106 16010.819336 +107 94019.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,IPTU,HWES,2.523942470550537,"96 5591.692871 +97 28495.156250 +98 31808.074219 +99 44888.179688 +100 35678.882812 +101 23806.304688 +102 16090.880859 +103 15806.427734 +104 8087.169434 +105 7381.557129 +106 94161.179688 +107 11055.989258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ISS,MLP,1.1021242141723633,"96 83438.758646 +97 86261.387490 +98 89708.722324 +99 91790.986256 +100 94565.863710 +101 96515.508491 +102 99507.807358 +103 101325.402266 +104 101740.114094 +105 104382.094039 +106 107689.871945 +107 109989.289160 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ITBI,SES,1.0903072357177734,"96 27037.285156 +97 27816.785156 +98 26982.960938 +99 26614.388672 +100 28230.175781 +101 78924.351562 +102 78888.632812 +103 78945.531250 +104 59636.359375 +105 79099.671875 +106 82541.195312 +107 25464.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,XGBoost,0.8609764575958252,"96 1432981.750 +97 1679062.125 +98 1679062.125 +99 1529911.500 +100 1687591.625 +101 1432981.750 +102 1529911.500 +103 1679062.125 +104 1530093.375 +105 1513186.625 +106 1419240.250 +107 1664830.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,SARIMAX,1.209671974182129,"96 604987.000000 +97 174323.812500 +98 248314.906250 +99 604987.000000 +100 520326.125000 +101 520326.125000 +102 175308.843750 +103 179234.171875 +104 176616.781250 +105 176616.781250 +106 176616.781250 +107 706956.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,IPTU,Prophet,1.9028711318969727,"87 1561.257568 +88 20102.144531 +89 1321.263306 +90 6117.081055 +91 62218.031250 +92 81713.632812 +93 54576.074219 +94 54576.074219 +95 24397.197266 +96 8968.770508 +97 9968.583008 +98 8994.651367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ISS,XGBoost,0.7387485504150391,"96 91886.445312 +97 91987.445312 +98 91511.437500 +99 108777.210938 +100 92614.617188 +101 93101.398438 +102 93101.398438 +103 91987.445312 +104 93101.398438 +105 108777.210938 +106 93101.398438 +107 108777.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ITBI,Prophet,0.8989622592926025,"96 22852.255859 +97 22647.269531 +98 37368.804688 +99 23545.212891 +100 42922.265625 +101 16236.060547 +102 40997.648438 +103 47332.726562 +104 17602.207031 +105 57192.070312 +106 40997.648438 +107 17418.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,XGBoost,0.8139102458953857,"96 804779.1875 +97 997478.4375 +98 998196.0625 +99 994735.7500 +100 973834.4375 +101 961574.6875 +102 994735.7500 +103 996113.3750 +104 962952.3750 +105 956927.3125 +106 956136.0625 +107 993001.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,XGBoost,0.9929749965667725,"96 306951.062500 +97 76240.531250 +98 83325.320312 +99 306951.062500 +100 163112.484375 +101 29765.689453 +102 29765.689453 +103 29539.501953 +104 25874.318359 +105 25874.318359 +106 21877.005859 +107 378851.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,IPTU,SARIMAX,1.0414280891418457,"96 9732.022461 +97 20491.179688 +98 40431.511719 +99 177331.000000 +100 185029.296875 +101 19378.472656 +102 3109.054688 +103 18313.136719 +104 2656.712646 +105 2670.089355 +106 6021.546875 +107 11963.884766 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ISS,MLP,0.999614953994751,"96 30747.283542 +97 31862.826922 +98 32505.746323 +99 32264.583888 +100 32709.798082 +101 33461.310176 +102 34537.117126 +103 35819.743765 +104 37016.261507 +105 37980.085643 +106 39156.447069 +107 40408.624590 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ITBI,Prophet,1.0176148414611816,"96 38317.933594 +97 35136.519531 +98 38372.078125 +99 41754.855469 +100 41455.304688 +101 37184.496094 +102 36029.519531 +103 38082.621094 +104 37826.308594 +105 38424.281250 +106 36630.093750 +107 33654.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9263887405395508,"96 607904.7500 +97 695880.5000 +98 680110.6875 +99 640548.9375 +100 686683.3750 +101 656318.7500 +102 640548.9375 +103 680110.6875 +104 641014.3125 +105 590737.1250 +106 590563.4375 +107 680576.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,HWES,0.9507622718811035,"90 219763.093750 +91 245169.625000 +92 253364.500000 +93 253012.000000 +94 245169.625000 +95 253043.156250 +96 253440.171875 +97 253440.171875 +98 253304.687500 +99 254160.468750 +100 255724.000000 +101 219763.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,IPTU,HWES,0.9666800498962402,"96 4324833.0 +97 18870138.0 +98 4448755.0 +99 4448755.0 +100 4473601.5 +101 4473601.5 +102 4385182.5 +103 4360336.0 +104 4385182.5 +105 4385182.5 +106 4377566.5 +107 4360336.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ISS,MLP,1.0276918411254883,"96 9.738979e+06 +97 9.921438e+06 +98 1.017211e+07 +99 1.042735e+07 +100 1.066004e+07 +101 1.089701e+07 +102 1.112159e+07 +103 1.135551e+07 +104 1.156914e+07 +105 1.177350e+07 +106 1.197830e+07 +107 1.218682e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ITBI,SARIMAX,0.8732421398162842,"96 2313936.00 +97 1876727.25 +98 2908522.25 +99 2313936.00 +100 2191057.25 +101 2658848.50 +102 2963130.50 +103 2947941.50 +104 2947941.50 +105 3088022.25 +106 2460274.75 +107 2966906.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,SARIMAX,0.960033655166626,"96 9892684.0 +97 11600055.0 +98 11565193.0 +99 11581605.0 +100 11296733.0 +101 11581605.0 +102 11226020.0 +103 11244471.0 +104 11203978.0 +105 11138749.0 +106 10526763.0 +107 11213958.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,XGBoost,1.193779706954956,"96 14037728.00 +97 5881070.00 +98 10664702.00 +99 14037728.00 +100 14037728.00 +101 5453879.00 +102 4947955.50 +103 4415456.50 +104 3142621.00 +105 2826729.75 +106 2924152.00 +107 14037728.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,IPTU,SARIMAX,0.8221426010131836,"92 4346.752441 +93 5378.839844 +94 9783.114258 +95 16228.808594 +96 108642.203125 +97 1552.048218 +98 1473.557129 +99 2143.240967 +100 3018.267578 +101 3492.609131 +102 2103.721436 +103 2301.646973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ISS,MLP,0.8690152168273926,"96 101937.714030 +97 105294.161386 +98 111844.186324 +99 118462.877943 +100 124710.556737 +101 130443.130293 +102 137980.437517 +103 147265.255215 +104 156105.971125 +105 165392.424033 +106 175770.801643 +107 180773.726884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ITBI,SARIMAX,1.0746815204620361,"96 6465.587891 +97 7805.640137 +98 10626.858398 +99 11214.125977 +100 12531.817383 +101 10567.610352 +102 10690.341797 +103 9829.504883 +104 6793.856934 +105 9293.325195 +106 8482.410156 +107 11760.017578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,SARIMAX,0.9224011898040771,"96 762661.0625 +97 928932.7500 +98 930790.2500 +99 928932.7500 +100 915575.8125 +101 943451.1250 +102 911699.0000 +103 923458.9375 +104 897656.1250 +105 897120.6250 +106 755723.0000 +107 925316.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,MLP,1.057926893234253,"96 294725.669665 +97 135129.269656 +98 173254.579581 +99 238042.487032 +100 215271.988174 +101 193701.601119 +102 211427.043722 +103 232444.281263 +104 260608.678366 +105 296173.110589 +106 333636.812001 +107 847693.214684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,IPTU,HWES,1.2900617122650146,"96 5.729471e+04 +97 9.164771e+04 +98 9.164771e+04 +99 2.184031e+05 +100 1.212068e+06 +101 1.230838e+05 +102 1.062508e+05 +103 1.103709e+05 +104 1.059073e+05 +105 5.354819e+05 +106 5.354819e+05 +107 5.761297e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ISS,XGBoost,0.9294641017913818,"96 1165522.875 +97 1150471.125 +98 1150471.125 +99 1150471.125 +100 1174302.375 +101 1165522.875 +102 1165522.875 +103 1195413.000 +104 1130112.500 +105 1165522.875 +106 1195413.000 +107 1394037.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ITBI,SES,0.9113998413085938,"96 542043.8750 +97 548982.4375 +98 541884.8750 +99 550652.2500 +100 544357.5000 +101 547472.8750 +102 562290.7500 +103 563038.1875 +104 564062.4375 +105 563038.1875 +106 563955.9375 +107 602797.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,MLP,0.8820176124572754,"96 8.108906e+06 +97 8.196947e+06 +98 8.252152e+06 +99 8.356220e+06 +100 8.372059e+06 +101 8.479523e+06 +102 8.613654e+06 +103 8.741176e+06 +104 8.903325e+06 +105 9.094130e+06 +106 9.315325e+06 +107 9.468549e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,MLP,0.9028966426849365,"96 6.555050e+06 +97 3.118949e+06 +98 3.907392e+06 +99 5.345363e+06 +100 6.262775e+06 +101 7.503890e+06 +102 9.479432e+06 +103 1.216781e+07 +104 1.561115e+07 +105 2.009377e+07 +106 2.590602e+07 +107 3.701299e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,IPTU,HWES,1.5982122421264648,"96 12942.471680 +97 11007.260742 +98 47769.539062 +99 16753.427734 +100 7123.564941 +101 7123.074707 +102 6772.425781 +103 7118.785156 +104 16403.363281 +105 16626.652344 +106 7123.564941 +107 7815.038574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ISS,SARIMAX,3.2593703269958496,"96 15836.697266 +97 21298.226562 +98 21294.162109 +99 20060.902344 +100 20060.902344 +101 21294.162109 +102 21294.162109 +103 21294.162109 +104 21294.162109 +105 21294.162109 +106 21294.162109 +107 21294.162109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ITBI,Prophet,0.9850616455078125,"96 17330.787109 +97 17168.246094 +98 17216.978516 +99 16041.625977 +100 35864.484375 +101 36413.761719 +102 15442.763672 +103 18454.837891 +104 13542.095703 +105 13542.095703 +106 12202.634766 +107 12202.634766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,SARIMAX,0.843641996383667,"96 305776.25000 +97 303134.03125 +98 312167.25000 +99 297222.50000 +100 358355.46875 +101 297222.50000 +102 297222.50000 +103 297427.96875 +104 297222.50000 +105 294180.56250 +106 299367.15625 +107 306461.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,XGBoost,1.8133695125579834,"96 71450.531250 +97 20160.240234 +98 43051.332031 +99 49413.710938 +100 48416.433594 +101 5967.643555 +102 5967.643555 +103 5598.520508 +104 2282.805664 +105 3259.815674 +106 1941.848877 +107 71450.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,IPTU,SARIMAX,0.938359260559082,"95 3.646979e+05 +96 2.208001e+06 +97 8.829086e+06 +98 1.125780e+06 +99 1.125780e+06 +100 1.125780e+06 +101 1.095648e+06 +102 3.847416e+05 +103 4.128606e+05 +104 3.900033e+05 +105 3.900033e+05 +106 3.597930e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ISS,MLP,1.0616559982299805,"96 1.520228e+06 +97 1.609371e+06 +98 1.712321e+06 +99 1.822674e+06 +100 1.936255e+06 +101 2.044183e+06 +102 2.176283e+06 +103 2.341900e+06 +104 2.520778e+06 +105 2.714416e+06 +106 2.987966e+06 +107 3.257910e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ITBI,XGBoost,0.8331801891326904,"96 718252.7500 +97 687425.1875 +98 689043.0000 +99 691892.1250 +100 690677.6875 +101 687373.3750 +102 687373.3750 +103 687373.3750 +104 693634.6250 +105 583042.9375 +106 687425.1875 +107 687373.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,SES,0.8348207473754883,"96 3461247.00 +97 3515169.75 +98 3932235.50 +99 3590559.50 +100 4083694.25 +101 3590568.00 +102 3576731.00 +103 3576731.00 +104 3590568.00 +105 3590568.00 +106 3599178.00 +107 4042421.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,XGBoost,2.6971657276153564,"96 2.649460e+06 +97 1.426863e+06 +98 1.565614e+06 +99 3.257239e+06 +100 2.649460e+06 +101 8.817369e+05 +102 5.197309e+05 +103 4.878304e+05 +104 3.063003e+05 +105 2.633695e+05 +106 2.290150e+05 +107 2.608654e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,XGBoost,1.867133617401123,"96 832.266418 +97 4871.794922 +98 3674.680664 +99 5173.648926 +100 34784.730469 +101 810.244812 +102 907.786499 +103 4536.038574 +104 2810.531250 +105 1041.907349 +106 2021.909424 +107 1193.602417 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ISS,MLP,1.8860721588134766,"96 9120.274472 +97 9739.479198 +98 10346.467061 +99 11023.095456 +100 11790.760312 +101 12394.235369 +102 12396.710036 +103 13229.173755 +104 14526.266435 +105 15485.496244 +106 16921.929432 +107 18151.578418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,XGBoost,1.5227322578430176,"96 3143.892822 +97 3373.234863 +98 4435.092285 +99 3198.601807 +100 3807.393066 +101 4042.817383 +102 3693.979004 +103 3432.465332 +104 3690.192627 +105 4194.158691 +106 2033.749146 +107 2553.610107 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,SARIMAX,0.964040994644165,"96 250417.546875 +97 237126.625000 +98 243633.359375 +99 250417.546875 +100 243633.359375 +101 250417.546875 +102 242006.265625 +103 239113.765625 +104 258312.578125 +105 241061.687500 +106 232139.406250 +107 244996.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,SARIMAX,1.4102826118469238,"95 42078.828125 +96 42078.828125 +97 37357.480469 +98 37357.480469 +99 35242.953125 +100 42078.828125 +101 35815.523438 +102 39160.191406 +103 44889.441406 +104 45226.292969 +105 45226.292969 +106 42078.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,IPTU,SARIMAX,1.2120320796966553,"96 4.975945e+05 +97 1.111309e+06 +98 5.820132e+06 +99 8.740138e+05 +100 8.740138e+05 +101 1.146132e+06 +102 5.107511e+05 +103 8.711446e+05 +104 8.785389e+05 +105 8.774532e+05 +106 5.197223e+05 +107 8.628192e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ISS,SARIMAX,1.323094367980957,"96 1572162.250 +97 1578167.250 +98 1578238.625 +99 1572162.250 +100 1562729.625 +101 1562729.625 +102 1562729.625 +103 1562729.625 +104 1562729.625 +105 1562729.625 +106 1562729.625 +107 1562729.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ITBI,SES,1.199007272720337,"96 401750.56250 +97 447806.71875 +98 419705.75000 +99 439926.75000 +100 419705.75000 +101 447806.71875 +102 447313.40625 +103 447114.50000 +104 419705.75000 +105 393918.21875 +106 342981.96875 +107 397718.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,MLP,1.144657850265503,"96 8.047035e+06 +97 8.159575e+06 +98 8.223837e+06 +99 8.349887e+06 +100 8.366322e+06 +101 8.502089e+06 +102 8.665721e+06 +103 8.823421e+06 +104 9.027185e+06 +105 9.267944e+06 +106 9.548886e+06 +107 9.750656e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,XGBoost,1.7247648239135742,"96 3.546498e+06 +97 1.719911e+06 +98 1.719911e+06 +99 3.543814e+06 +100 3.076158e+06 +101 1.513425e+06 +102 8.753039e+05 +103 8.570822e+05 +104 7.849154e+05 +105 6.700237e+05 +106 5.945472e+05 +107 3.546498e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,IPTU,Prophet,2.934077739715576,"96 1.330004e+05 +97 1.330004e+05 +98 1.330004e+05 +99 1.112981e+05 +100 1.331954e+05 +101 3.457272e+05 +102 1.280517e+06 +103 3.351029e+05 +104 3.272684e+05 +105 3.351029e+05 +106 3.346476e+05 +107 3.351029e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ISS,MLP,1.624631643295288,"96 318141.245083 +97 316280.173278 +98 338446.594861 +99 352831.229177 +100 379788.320060 +101 393593.930897 +102 410724.304937 +103 438824.667171 +104 471078.782277 +105 483734.617445 +106 506683.486583 +107 540264.541447 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ITBI,SARIMAX,1.4497933387756348,"96 134931.015625 +97 130576.562500 +98 171494.984375 +99 119108.109375 +100 171494.984375 +101 119108.109375 +102 171494.984375 +103 168303.250000 +104 114443.250000 +105 168303.250000 +106 168303.250000 +107 120789.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,XGBoost,0.9047904014587402,"96 1059617.125 +97 1231029.250 +98 1272703.625 +99 1231029.250 +100 1381689.250 +101 1231029.250 +102 1231029.250 +103 1231029.250 +104 1195256.000 +105 1195256.000 +106 1197568.125 +107 1271687.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,XGBoost,1.7823760509490967,"96 1.171088e+06 +97 7.340821e+05 +98 6.404856e+05 +99 1.171423e+06 +100 1.171423e+06 +101 4.993954e+05 +102 4.820459e+05 +103 3.683662e+05 +104 3.174178e+05 +105 3.262703e+05 +106 3.142659e+05 +107 1.171088e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,IPTU,HWES,1.7144320011138916,"85 2888.979980 +86 3273.115723 +87 3321.692871 +88 3430.541504 +89 5169.159180 +90 48162.964844 +91 33478.140625 +92 4560.329102 +93 1803.781738 +94 2792.228027 +95 5315.781738 +96 1803.781738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ISS,XGBoost,3.758164644241333,"96 54170.621094 +97 54170.621094 +98 53523.781250 +99 53716.265625 +100 53268.984375 +101 53302.085938 +102 53669.468750 +103 53669.468750 +104 53268.984375 +105 54053.542969 +106 53268.984375 +107 53302.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ITBI,Prophet,3.5389010906219482,"94 8705.309570 +95 3349.095947 +96 7140.935059 +97 9003.427734 +98 7165.957520 +99 6845.868164 +100 7402.445312 +101 3196.319824 +102 5760.876465 +103 7460.157715 +104 7876.847656 +105 1956.630127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,SES,0.8576023578643799,"96 431087.50000 +97 534724.06250 +98 535779.25000 +99 414861.18750 +100 536923.87500 +101 414861.18750 +102 414861.18750 +103 534724.06250 +104 415059.34375 +105 415059.34375 +106 415059.34375 +107 535779.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,XGBoost,1.0928077697753906,"73 42329.121094 +74 34628.136719 +75 41227.726562 +76 41851.445312 +77 42511.636719 +78 82395.812500 +79 111828.523438 +80 62267.750000 +81 75762.210938 +82 44817.941406 +83 46160.882812 +84 25442.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,IPTU,HWES,1.038062334060669,"96 3.522682e+04 +97 3.564282e+04 +98 4.069593e+05 +99 3.732712e+06 +100 3.470127e+05 +101 2.301223e+05 +102 3.533433e+05 +103 3.533433e+05 +104 3.533433e+05 +105 3.533433e+05 +106 3.278920e+05 +107 7.232850e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ISS,MLP,1.008742332458496,"96 628755.470856 +97 643206.736642 +98 657500.921852 +99 663152.726451 +100 665217.735216 +101 672416.271629 +102 683802.214212 +103 693591.709441 +104 701743.886964 +105 711386.860700 +106 723946.226151 +107 736965.776014 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ITBI,XGBoost,1.0120654106140137,"96 178171.812500 +97 178226.984375 +98 178226.984375 +99 191470.859375 +100 196389.625000 +101 182406.921875 +102 182661.671875 +103 178653.218750 +104 185951.484375 +105 198171.890625 +106 197782.171875 +107 179744.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,SES,1.258110761642456,"96 2481891.25 +97 2684669.75 +98 2509006.50 +99 2478481.50 +100 2742953.00 +101 2394031.25 +102 2394031.25 +103 2399914.25 +104 2394031.25 +105 2415285.00 +106 2380745.25 +107 2732047.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,AR,2.7946066856384277,"96 2.553563e+06 +97 6.157432e+05 +98 5.835043e+05 +99 1.102480e+06 +100 5.868221e+05 +101 5.744409e+05 +102 3.921505e+05 +103 3.921505e+05 +104 3.483966e+05 +105 2.999602e+05 +106 2.999602e+05 +107 2.555680e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,IPTU,SARIMAX,1.8359668254852295,"91 26918.392578 +92 234382.375000 +93 563872.000000 +94 112960.671875 +95 122475.929688 +96 28805.500000 +97 234397.515625 +98 234091.046875 +99 563872.000000 +100 42575.722656 +101 26918.392578 +102 122475.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ISS,XGBoost,0.8640193939208984,"96 143337.859375 +97 135979.625000 +98 133993.765625 +99 135979.625000 +100 142048.843750 +101 135979.625000 +102 133993.765625 +103 143337.859375 +104 132478.015625 +105 135979.625000 +106 142048.843750 +107 142048.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ITBI,XGBoost,0.834775447845459,"94 11007.533203 +95 10514.615234 +96 9864.590820 +97 10638.404297 +98 22079.234375 +99 8552.854492 +100 10519.507812 +101 10718.580078 +102 7965.919922 +103 8883.472656 +104 6173.588379 +105 17276.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,SARIMAX,3.372591972351074,"96 764888.4375 +97 772958.0625 +98 772610.3750 +99 767724.0000 +100 746086.2500 +101 836279.0625 +102 767724.0000 +103 772958.0625 +104 767724.0000 +105 767724.0000 +106 813795.2500 +107 828174.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1642329692840576,"96 279265.406250 +97 191428.843750 +98 191428.843750 +99 279265.406250 +100 279265.406250 +101 179511.515625 +102 109878.140625 +103 106357.210938 +104 75857.031250 +105 75754.804688 +106 141232.375000 +107 279265.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,IPTU,AR,1.1925303936004639,"96 6.281472e+06 +97 6.894851e+05 +98 1.836729e+06 +99 7.049281e+05 +100 1.845880e+06 +101 7.049281e+05 +102 1.832490e+06 +103 7.049281e+05 +104 1.785892e+06 +105 6.894851e+05 +106 1.785892e+06 +107 1.836729e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,1.2152340412139893,"96 2144157.75 +97 1422549.25 +98 2144157.75 +99 2055088.00 +100 2160562.50 +101 2160562.50 +102 2144157.75 +103 2160562.50 +104 2144157.75 +105 2144157.75 +106 2144157.75 +107 2144157.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ITBI,XGBoost,1.346505880355835,"96 409310.90625 +97 410432.40625 +98 397421.25000 +99 431053.40625 +100 384501.06250 +101 386769.03125 +102 396064.78125 +103 396064.78125 +104 335308.46875 +105 386769.03125 +106 385043.81250 +107 396064.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,SARIMAX,1.033482313156128,"96 8014517.5 +97 8602849.0 +98 8931650.0 +99 8647859.0 +100 8951520.0 +101 8639916.0 +102 8639916.0 +103 8602942.0 +104 8623581.0 +105 8629043.0 +106 8011976.5 +107 8931650.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,SARIMAX,0.9647183418273926,"96 2.897123e+06 +97 1.079749e+06 +98 1.175415e+06 +99 2.906113e+06 +100 2.189273e+06 +101 1.079749e+06 +102 8.728782e+05 +103 5.827622e+05 +104 6.348384e+05 +105 6.252786e+05 +106 8.957464e+05 +107 2.900850e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,XGBoost,1.2485289573669434,"80 9806.535156 +81 9806.535156 +82 69985.203125 +83 70077.382812 +84 70077.382812 +85 65059.136719 +86 70077.382812 +87 70077.382812 +88 70077.382812 +89 70077.382812 +90 70077.382812 +91 70077.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ISS,SARIMAX,1.054657220840454,"96 6347.510254 +97 5172.683105 +98 5172.683105 +99 6374.641113 +100 7156.461914 +101 5172.683105 +102 5918.848145 +103 7540.289062 +104 5623.259766 +105 6355.822754 +106 13022.280273 +107 12562.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,XGBoost,0.8319132328033447,"84 12884.069336 +85 10862.937500 +86 10363.544922 +87 9837.051758 +88 34114.906250 +89 11157.296875 +90 53494.910156 +91 18992.761719 +92 13296.018555 +93 11148.797852 +94 38516.742188 +95 11046.305664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,Prophet,0.8618106842041016,"96 454235.50000 +97 610673.12500 +98 533406.06250 +99 510719.65625 +100 533113.31250 +101 510719.65625 +102 510719.65625 +103 610129.87500 +104 510719.65625 +105 487004.25000 +106 490027.62500 +107 535112.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,SARIMAX,0.9585061073303223,"96 175582.812500 +97 141044.953125 +98 99187.382812 +99 161296.656250 +100 141044.953125 +101 61544.093750 +102 53358.710938 +103 56587.898438 +104 56587.898438 +105 52595.417969 +106 49886.234375 +107 175582.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,IPTU,SES,0.7911434173583984,"65 168.712280 +66 47236.101562 +67 33072.785156 +68 6037.725586 +69 5884.292969 +70 4933.688965 +71 514.803589 +72 917.576782 +73 623.188293 +74 317.987183 +75 1248.812134 +76 1248.812134 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ISS,SES,1.635984182357788,"96 12111.472656 +97 16533.615234 +98 13517.259766 +99 13998.161133 +100 13556.541016 +101 13688.678711 +102 16244.862305 +103 16135.651367 +104 15781.013672 +105 15553.059570 +106 15704.451172 +107 15553.059570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ITBI,XGBoost,1.8084232807159424,"95 12243.991211 +96 3285.949951 +97 22246.634766 +98 3227.310791 +99 10039.294922 +100 9559.079102 +101 7728.360840 +102 25603.035156 +103 8538.075195 +104 3728.654785 +105 6979.650879 +106 2709.623779 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,SARIMAX,1.1053719520568848,"96 688869.7500 +97 704421.6250 +98 706127.5625 +99 687864.1250 +100 706127.5625 +101 687864.1250 +102 687864.1250 +103 704421.6250 +104 687864.1250 +105 688713.5000 +106 689221.9375 +107 708883.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,HWES,3.3009822368621826,"96 171439.765625 +97 19539.966797 +98 133286.234375 +99 143702.078125 +100 141148.281250 +101 19172.322266 +102 18619.994141 +103 19172.322266 +104 14153.435547 +105 13583.583984 +106 14153.435547 +107 146986.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,IPTU,XGBoost,0.8701586723327637,"96 2.326953e+05 +97 2.460107e+05 +98 8.689027e+05 +99 3.585102e+06 +100 1.003507e+07 +101 2.853103e+05 +102 1.047924e+06 +103 2.853103e+05 +104 1.047924e+06 +105 2.853103e+05 +106 1.047924e+06 +107 3.514600e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ISS,SARIMAX,0.9782466888427734,"96 6975078.5 +97 6975078.5 +98 6978879.0 +99 6978879.0 +100 6978879.0 +101 6978879.0 +102 6978879.0 +103 6978879.0 +104 6978879.0 +105 6978879.0 +106 6978879.0 +107 6978879.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ITBI,SARIMAX,0.8294196128845215,"96 1733830.750 +97 1870543.875 +98 2242464.500 +99 2109595.000 +100 2242464.500 +101 2109595.000 +102 2109595.000 +103 2109595.000 +104 1870543.875 +105 1994308.250 +106 2242464.500 +107 1848372.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,SARIMAX,1.6472809314727783,"96 9908545.0 +97 10675319.0 +98 10035327.0 +99 10254924.0 +100 10587593.0 +101 10097651.0 +102 10097651.0 +103 10675319.0 +104 9929405.0 +105 9929405.0 +106 9590306.0 +107 11040796.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,AR,1.2131483554840088,"96 11800729.00 +97 5504356.50 +98 5504356.50 +99 11017317.00 +100 5504356.50 +101 5155083.50 +102 4517566.50 +103 3977640.25 +104 3716549.75 +105 3716549.75 +106 3569689.00 +107 11800729.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,IPTU,SARIMAX,1.1323256492614746,"95 71596.789062 +96 73509.773438 +97 631221.187500 +98 696689.687500 +99 276136.500000 +100 696689.687500 +101 427015.937500 +102 73270.414062 +103 71357.421875 +104 72477.820312 +105 72477.820312 +106 73270.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ISS,MLP,1.1518328189849854,"96 6.756622e+05 +97 6.841733e+05 +98 7.157241e+05 +99 7.527423e+05 +100 7.783381e+05 +101 8.083296e+05 +102 8.263408e+05 +103 8.605362e+05 +104 8.978178e+05 +105 9.400055e+05 +106 9.658265e+05 +107 1.019059e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ITBI,XGBoost,0.8076727390289307,"96 47969.671875 +97 61539.500000 +98 66911.781250 +99 45946.644531 +100 66911.781250 +101 59366.027344 +102 66911.781250 +103 59366.027344 +104 59366.027344 +105 45584.242188 +106 59366.027344 +107 59366.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,SES,1.1128385066986084,"96 8.939983e+05 +97 1.018950e+06 +98 1.022014e+06 +99 9.787012e+05 +100 1.122204e+06 +101 9.727992e+05 +102 9.727992e+05 +103 1.020465e+06 +104 9.759488e+05 +105 9.802161e+05 +106 9.767923e+05 +107 1.023529e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,SARIMAX,1.5419433116912842,"96 928539.37500 +97 381952.40625 +98 423087.53125 +99 928177.75000 +100 589055.00000 +101 277126.65625 +102 235522.81250 +103 274594.59375 +104 225506.50000 +105 225506.50000 +106 228853.21875 +107 928177.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,IPTU,HWES,1.3546628952026367,"91 8299.864258 +92 32351.578125 +93 74005.859375 +94 634992.375000 +95 92724.867188 +96 67352.804688 +97 67352.804688 +98 67352.804688 +99 57430.867188 +100 7282.067871 +101 7171.906738 +102 2464.055420 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ISS,HWES,0.9544744491577148,"96 121810.187500 +97 137649.765625 +98 103516.625000 +99 144532.281250 +100 154477.375000 +101 104277.445312 +102 119410.804688 +103 150968.859375 +104 107463.359375 +105 155318.328125 +106 108903.742188 +107 119410.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ITBI,HWES,0.9286222457885742,"96 69217.648438 +97 54261.109375 +98 104121.507812 +99 88556.703125 +100 61771.675781 +101 50511.453125 +102 102940.164062 +103 102940.164062 +104 102940.164062 +105 61588.140625 +106 91941.859375 +107 107506.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,SARIMAX,1.2662956714630127,"96 614398.6250 +97 646567.1875 +98 644448.3125 +99 607236.0000 +100 658120.8750 +101 610245.5625 +102 612536.2500 +103 646567.1875 +104 613059.6250 +105 612536.2500 +106 613070.3750 +107 629200.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,AR,3.140333414077759,"96 483666.000000 +97 151148.515625 +98 151148.515625 +99 184710.750000 +100 151148.515625 +101 129623.929688 +102 92680.507812 +103 100264.070312 +104 90964.031250 +105 92680.507812 +106 92680.507812 +107 486902.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,IPTU,SES,0.9770052433013916,"85 27930.267578 +86 65697.531250 +87 64684.511719 +88 157957.281250 +89 272469.750000 +90 310181.281250 +91 272541.656250 +92 272527.562500 +93 262790.250000 +94 262547.843750 +95 262039.140625 +96 272541.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ISS,SARIMAX,0.9929606914520264,"96 55561.433594 +97 57307.199219 +98 55561.433594 +99 57149.968750 +100 54162.355469 +101 55561.433594 +102 55561.433594 +103 55561.433594 +104 55561.433594 +105 53188.128906 +106 54162.355469 +107 55561.433594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ITBI,XGBoost,2.2738406658172607,"93 5191.398926 +94 4557.680176 +95 11363.602539 +96 11387.732422 +97 12941.387695 +98 5735.534180 +99 4637.743164 +100 3953.461914 +101 16684.351562 +102 14086.033203 +103 16684.351562 +104 16592.207031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,SARIMAX,1.0525212287902832,"96 739287.5625 +97 813431.0000 +98 952256.9375 +99 968333.9375 +100 959742.2500 +101 954263.5625 +102 990434.2500 +103 945094.6250 +104 909657.8750 +105 909657.8750 +106 800138.3125 +107 952256.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,XGBoost,0.9551103115081787,"96 312709.156250 +97 312709.156250 +98 306227.281250 +99 306227.281250 +100 90455.703125 +101 71403.039062 +102 72865.914062 +103 64660.644531 +104 64660.644531 +105 64863.113281 +106 62410.921875 +107 312709.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,IPTU,AR,1.616628885269165,"96 4.040456e+05 +97 4.533186e+05 +98 5.644156e+06 +99 3.412211e+05 +100 3.654010e+05 +101 4.071929e+05 +102 4.692936e+05 +103 5.401511e+05 +104 7.276237e+05 +105 3.262169e+05 +106 2.610888e+05 +107 2.463519e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ISS,MLP,2.551219940185547,"96 1.709787e+06 +97 1.754668e+06 +98 1.804513e+06 +99 1.854094e+06 +100 1.899156e+06 +101 1.938707e+06 +102 1.995587e+06 +103 2.043842e+06 +104 2.059743e+06 +105 2.141365e+06 +106 2.207035e+06 +107 2.246435e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ITBI,SARIMAX,2.5862112045288086,"96 548798.9375 +97 545453.1250 +98 541972.6875 +99 541972.6875 +100 541972.6875 +101 561013.8750 +102 561013.8750 +103 561013.8750 +104 561013.8750 +105 561013.8750 +106 561013.8750 +107 561013.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,SARIMAX,1.0177867412567139,"96 2212023.25 +97 2378285.00 +98 2378285.00 +99 2378964.75 +100 2390731.75 +101 2378964.75 +102 2378964.75 +103 2378285.00 +104 2378964.75 +105 2378964.75 +106 2276205.00 +107 2378285.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,MLP,0.8805065155029297,"96 1.950892e+06 +97 9.813400e+05 +98 1.161640e+06 +99 1.732205e+06 +100 1.493181e+06 +101 1.189481e+06 +102 1.253954e+06 +103 1.343000e+06 +104 1.448079e+06 +105 1.601326e+06 +106 1.808659e+06 +107 4.513906e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,IPTU,SARIMAX,1.076500654220581,"95 3.555054e+05 +96 4.497581e+05 +97 1.522535e+06 +98 2.407134e+06 +99 4.788784e+05 +100 5.246145e+05 +101 5.246145e+05 +102 5.276292e+05 +103 5.276292e+05 +104 4.713170e+05 +105 3.861672e+05 +106 4.603094e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ISS,MLP,0.8934094905853271,"96 1.025039e+06 +97 1.033265e+06 +98 1.048906e+06 +99 1.076879e+06 +100 1.102661e+06 +101 1.132168e+06 +102 1.161507e+06 +103 1.191491e+06 +104 1.217703e+06 +105 1.230351e+06 +106 1.255132e+06 +107 1.276190e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ITBI,HWES,0.9620723724365234,"96 473404.50000 +97 462305.96875 +98 468192.84375 +99 471748.87500 +100 471748.87500 +101 467215.93750 +102 467215.93750 +103 523166.65625 +104 432465.87500 +105 449467.00000 +106 407905.00000 +107 411141.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,SARIMAX,0.8519012928009033,"96 2844449.50 +97 3118075.00 +98 3118075.00 +99 3034025.00 +100 3140643.50 +101 3035836.00 +102 3035836.00 +103 3154865.75 +104 2976457.75 +105 2976457.75 +106 2989835.25 +107 3117648.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,XGBoost,3.543429136276245,"96 2.894227e+06 +97 1.420901e+06 +98 1.560825e+06 +99 2.894227e+06 +100 2.479644e+06 +101 1.281608e+06 +102 1.174278e+06 +103 1.010037e+06 +104 7.709109e+05 +105 7.380431e+05 +106 7.001902e+05 +107 2.894227e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,IPTU,XGBoost,2.530869960784912,"74 7454.268555 +75 14911.031250 +76 14903.812500 +77 46997.839844 +78 69286.468750 +79 69286.468750 +80 48237.761719 +81 48215.929688 +82 48215.929688 +83 48215.929688 +84 48237.761719 +85 48215.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ISS,MLP,2.684992551803589,"96 22365.914080 +97 27216.438145 +98 32051.061754 +99 40686.472057 +100 44471.946747 +101 52830.115668 +102 62381.501001 +103 74601.588568 +104 88082.075899 +105 104075.767566 +106 125184.256407 +107 149626.055581 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ITBI,AR,0.8018512725830078,"73 6198.679688 +74 6005.358887 +75 5876.197266 +76 6198.679688 +77 6198.679688 +78 6015.100586 +79 6009.680176 +80 6063.956055 +81 6015.100586 +82 7096.693359 +83 7693.653809 +84 4057.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,XGBoost,0.8713498115539551,"96 258621.296875 +97 258621.296875 +98 258621.296875 +99 258621.296875 +100 260379.828125 +101 258621.296875 +102 258621.296875 +103 258621.296875 +104 253231.640625 +105 253231.640625 +106 256365.250000 +107 258621.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,SARIMAX,1.2684624195098877,"94 32285.207031 +95 33042.042969 +96 34734.027344 +97 8893.957031 +98 40824.511719 +99 21135.748047 +100 17989.484375 +101 22296.542969 +102 5315.567383 +103 37361.894531 +104 5315.906250 +105 32285.207031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,XGBoost,2.454535484313965,"88 67176.109375 +89 67151.148438 +90 67151.148438 +91 67168.171875 +92 67168.171875 +93 67168.171875 +94 67147.000000 +95 67136.421875 +96 67151.148438 +97 67136.421875 +98 67136.421875 +99 67176.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,Prophet,1.3270840644836426,"96 13240.742188 +97 13240.742188 +98 10269.095703 +99 13240.742188 +100 15432.484375 +101 8513.105469 +102 15432.484375 +103 15432.484375 +104 13254.297852 +105 10269.095703 +106 13470.509766 +107 15432.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,XGBoost,0.9510424137115479,"94 18627.947266 +95 12825.648438 +96 13874.928711 +97 21846.753906 +98 10327.547852 +99 14971.889648 +100 13557.913086 +101 18529.880859 +102 14005.851562 +103 11267.336914 +104 24252.271484 +105 13502.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.9470629692077637,"96 315828.21875 +97 410278.12500 +98 415610.25000 +99 410278.12500 +100 419015.59375 +101 410278.12500 +102 410278.12500 +103 410278.12500 +104 369344.34375 +105 369344.34375 +106 373272.53125 +107 413222.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,XGBoost,2.8760740756988525,"96 150834.500000 +97 60113.773438 +98 58300.285156 +99 150834.500000 +100 150834.500000 +101 47278.429688 +102 44867.007812 +103 46170.687500 +104 43596.746094 +105 43596.746094 +106 44872.117188 +107 150834.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,IPTU,XGBoost,1.22623872756958,"55 16959.886719 +56 16914.607422 +57 16995.326172 +58 16943.833984 +59 16943.833984 +60 16943.833984 +61 16959.886719 +62 90718.890625 +63 90718.890625 +64 27341.789062 +65 27341.789062 +66 84973.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ISS,SES,0.9887957572937012,"72 27926.236328 +73 23224.921875 +74 31048.234375 +75 31069.101562 +76 29894.564453 +77 29894.564453 +78 35206.429688 +79 34092.234375 +80 34092.234375 +81 34092.234375 +82 34092.234375 +83 34056.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ITBI,HWES,1.0796260833740234,"71 16224.057617 +72 10043.054688 +73 10794.627930 +74 8477.260742 +75 12839.166016 +76 9548.678711 +77 9061.627930 +78 9698.278320 +79 14453.284180 +80 14622.753906 +81 16399.037109 +82 13961.665039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,XGBoost,0.8208458423614502,"72 434284.18750 +73 524893.62500 +74 524682.81250 +75 524893.62500 +76 528738.81250 +77 524893.62500 +78 524893.62500 +79 498598.90625 +80 480984.15625 +81 480984.15625 +82 487086.68750 +83 498388.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,SARIMAX,1.3833861351013184,"72 230453.359375 +73 68650.281250 +74 79985.304688 +75 78177.562500 +76 78177.562500 +77 50482.542969 +78 28143.978516 +79 21471.740234 +80 22727.392578 +81 17840.484375 +82 17840.484375 +83 230351.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,MLP,0.9273920059204102,"86 7671.694525 +87 9068.230178 +88 11030.202595 +89 13056.110475 +90 16349.983277 +91 19572.116839 +92 47051.370113 +93 36392.800889 +94 31005.386205 +95 34619.237153 +96 40940.918955 +97 50599.308993 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,AR,1.0098702907562256,"96 11311.328125 +97 16562.203125 +98 15643.488281 +99 16234.573242 +100 15465.189453 +101 15915.010742 +102 16106.956055 +103 16592.011719 +104 16020.545898 +105 15360.280273 +106 16015.316406 +107 16389.115234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,1.4645228385925293,"87 6568.312012 +88 7511.060059 +89 8372.900391 +90 8046.332520 +91 8610.117188 +92 7771.519043 +93 18127.552734 +94 6798.330078 +95 7145.767090 +96 6388.701660 +97 6568.312012 +98 7689.758301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,SARIMAX,1.0244784355163574,"96 290759.43750 +97 300525.15625 +98 300525.15625 +99 301367.56250 +100 300525.15625 +101 303627.62500 +102 291325.06250 +103 269839.53125 +104 301367.56250 +105 290740.09375 +106 289533.50000 +107 289741.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,XGBoost,1.1957104206085205,"94 63011.636719 +95 59416.171875 +96 63011.636719 +97 67729.601562 +98 63011.636719 +99 49901.355469 +100 57511.054688 +101 67685.031250 +102 49319.183594 +103 49358.855469 +104 88136.851562 +105 67685.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,HWES,1.2323637008666992,"94 12903.709961 +95 25675.458984 +96 121787.007812 +97 101880.585938 +98 51215.750000 +99 25675.458984 +100 25850.146484 +101 24556.244141 +102 17097.097656 +103 17201.531250 +104 14249.730469 +105 24556.244141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ISS,XGBoost,0.9666299819946289,"96 85317.859375 +97 85317.859375 +98 84835.093750 +99 84835.093750 +100 86271.625000 +101 86271.625000 +102 84835.093750 +103 86217.890625 +104 86271.625000 +105 86271.625000 +106 84948.414062 +107 86390.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,XGBoost,0.768157958984375,"96 53499.375000 +97 25237.140625 +98 23893.580078 +99 31775.291016 +100 21528.208984 +101 24523.667969 +102 25414.125000 +103 24256.945312 +104 25332.533203 +105 25351.236328 +106 24838.708984 +107 25060.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,XGBoost,0.9541265964508057,"96 453533.90625 +97 552497.75000 +98 551337.18750 +99 540369.75000 +100 552405.56250 +101 540901.37500 +102 540901.37500 +103 552497.75000 +104 541250.75000 +105 545962.00000 +106 470020.81250 +107 554364.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,XGBoost,1.1088354587554932,"96 117606.640625 +97 47880.886719 +98 48071.984375 +99 147893.000000 +100 147893.000000 +101 47880.886719 +102 29820.105469 +103 21277.550781 +104 16685.529297 +105 13569.910156 +106 13569.910156 +107 117606.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,IPTU,SARIMAX,0.9499707221984863,"87 1132.663696 +88 1294.421143 +89 1279.504517 +90 2114.087646 +91 2114.087646 +92 2087.958740 +93 33328.355469 +94 2956.378174 +95 2289.309326 +96 2274.842285 +97 2274.842285 +98 2274.842285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ISS,MLP,0.8602752685546875,"96 39909.442506 +97 40123.889320 +98 40604.488512 +99 41022.366287 +100 41915.860661 +101 43224.207479 +102 42708.786440 +103 43759.425700 +104 44138.569223 +105 45499.214335 +106 46711.613506 +107 46876.901740 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ITBI,XGBoost,0.9646012783050537,"96 3649.187744 +97 5164.712402 +98 6869.858887 +99 5270.957031 +100 9479.809570 +101 13548.099609 +102 4015.317139 +103 7366.604980 +104 3120.451416 +105 27737.441406 +106 4015.317139 +107 16735.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,SARIMAX,0.9955620765686035,"96 738284.2500 +97 953798.3125 +98 982386.3125 +99 953798.3125 +100 984583.1250 +101 953798.3125 +102 953798.3125 +103 953798.3125 +104 899451.3125 +105 823525.1875 +106 813725.8125 +107 887288.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,SARIMAX,1.023514747619629,"95 245079.656250 +96 44767.691406 +97 46682.839844 +98 245079.656250 +99 217658.656250 +100 39150.417969 +101 44767.691406 +102 35182.867188 +103 35182.867188 +104 45836.394531 +105 35299.195312 +106 247994.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,IPTU,SARIMAX,1.3351693153381348,"96 4573.377930 +97 14803.822266 +98 25359.363281 +99 3363.897217 +100 9967.952148 +101 2722.957764 +102 2290.997559 +103 2292.317139 +104 2932.629395 +105 3129.392334 +106 5916.095215 +107 3129.392334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ISS,MLP,1.7736616134643555,"96 88551.613276 +97 101488.997399 +98 115994.659539 +99 131091.269683 +100 147937.882747 +101 170923.788899 +102 197585.825241 +103 228315.025317 +104 257008.381630 +105 288753.759370 +106 333817.048317 +107 382320.904798 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ITBI,SES,1.1364738941192627,"93 8070.297363 +94 5537.860352 +95 27615.021484 +96 6307.658691 +97 8505.718750 +98 27615.021484 +99 141806.671875 +100 29642.248047 +101 15916.810547 +102 15370.839844 +103 19192.218750 +104 19851.291016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,XGBoost,0.861264705657959,"96 9.932328e+05 +97 1.163706e+06 +98 1.165875e+06 +99 1.106036e+06 +100 1.178721e+06 +101 1.104954e+06 +102 1.104954e+06 +103 1.162019e+06 +104 1.107071e+06 +105 1.095142e+06 +106 9.888183e+05 +107 1.160836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,MLP,0.8219170570373535,"96 192215.657956 +97 83454.885860 +98 108819.647106 +99 144780.504574 +100 130179.675531 +101 103073.829652 +102 114055.125727 +103 118925.997740 +104 131431.241262 +105 144634.857633 +106 161092.787774 +107 392451.172856 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,IPTU,HWES,1.2021715641021729,"96 88840184.00 +97 6300305.00 +98 6300305.00 +99 6300305.00 +100 6300305.00 +101 6300305.00 +102 6300305.00 +103 3204581.75 +104 3004776.75 +105 3004776.75 +106 5349794.50 +107 6464623.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,1.2582991123199463,"96 2.262448e+07 +97 2.303356e+07 +98 2.340357e+07 +99 2.370079e+07 +100 2.404276e+07 +101 2.434574e+07 +102 2.468211e+07 +103 2.499146e+07 +104 2.530026e+07 +105 2.558186e+07 +106 2.595468e+07 +107 2.625452e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ITBI,SARIMAX,0.9071311950683594,"96 5219141.0 +97 4268730.0 +98 5080884.0 +99 5077348.0 +100 5073897.5 +101 5243231.5 +102 5069712.5 +103 5250559.0 +104 5258150.5 +105 5253965.5 +106 5253562.0 +107 5226936.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,XGBoost,1.7609562873840332,"96 35357708.0 +97 42233344.0 +98 42366368.0 +99 42272120.0 +100 40395388.0 +101 42289048.0 +102 42255216.0 +103 39768580.0 +104 40026436.0 +105 39877252.0 +106 40150100.0 +107 40058480.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.1057662963867188,"96 37258628.0 +97 15583321.0 +98 15480025.0 +99 33483652.0 +100 15480025.0 +101 14587013.0 +102 11764720.0 +103 11561313.0 +104 10859114.0 +105 9850767.0 +106 9850767.0 +107 37266132.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,IPTU,AR,0.9231555461883545,"95 1207431.500 +96 8883530.000 +97 1207221.500 +98 1189514.875 +99 1117113.625 +100 1138540.500 +101 1129440.125 +102 1129440.125 +103 1129440.125 +104 1129440.125 +105 1144249.125 +106 1076795.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ISS,XGBoost,0.8079934120178223,"96 3908948.75 +97 3908948.75 +98 3919201.75 +99 3914032.00 +100 3914032.00 +101 3908948.75 +102 3908948.75 +103 3908948.75 +104 3908948.75 +105 3908948.75 +106 3782318.75 +107 3908948.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ITBI,MLP,0.8887832164764404,"96 6.689197e+05 +97 7.215157e+05 +98 7.398658e+05 +99 7.749515e+05 +100 7.890643e+05 +101 8.443086e+05 +102 7.943884e+05 +103 8.166977e+05 +104 8.780548e+05 +105 9.141112e+05 +106 9.719519e+05 +107 1.019206e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,SES,1.943147897720337,"96 3778199.25 +97 4028620.75 +98 4055046.75 +99 3645800.75 +100 4253977.50 +101 3645800.75 +102 3645800.75 +103 3892313.75 +104 3820768.00 +105 3820768.00 +106 3818411.00 +107 4058127.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,XGBoost,1.321143388748169,"96 2.269881e+06 +97 1.187026e+06 +98 1.657066e+06 +99 3.269178e+06 +100 2.269881e+06 +101 1.162279e+06 +102 9.479421e+05 +103 8.227994e+05 +104 6.051866e+05 +105 5.598399e+05 +106 5.310519e+05 +107 3.084646e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,IPTU,MLP,1.2186205387115479,"96 8.075605e+05 +97 5.001411e+05 +98 5.205781e+05 +99 5.181903e+05 +100 6.169921e+05 +101 6.987261e+05 +102 7.928375e+05 +103 9.671329e+05 +104 1.076889e+06 +105 1.222036e+06 +106 1.409899e+06 +107 2.394487e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ISS,MLP,0.9332809448242188,"96 644822.643553 +97 653738.813338 +98 672149.901034 +99 692492.803523 +100 709422.571355 +101 725851.660475 +102 742231.302242 +103 761555.062342 +104 777102.710303 +105 790988.607516 +106 810184.334933 +107 831864.482080 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ITBI,SARIMAX,1.0579042434692383,"96 149743.546875 +97 221304.468750 +98 149719.000000 +99 150156.140625 +100 118938.570312 +101 142453.375000 +102 90501.695312 +103 113999.265625 +104 113999.265625 +105 113999.265625 +106 113999.265625 +107 91075.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,SES,2.1230716705322266,"96 2499797.50 +97 2496594.50 +98 2871669.75 +99 2496594.50 +100 2925238.25 +101 2496594.50 +102 2496594.50 +103 2496594.50 +104 2518847.25 +105 2522503.00 +106 2522503.00 +107 2871669.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,MLP,1.5454459190368652,"96 9.858046e+05 +97 5.130880e+05 +98 5.587098e+05 +99 8.763159e+05 +100 8.328269e+05 +101 6.623249e+05 +102 5.817431e+05 +103 5.903910e+05 +104 5.877045e+05 +105 6.522515e+05 +106 6.877320e+05 +107 1.817032e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,IPTU,SARIMAX,0.827054500579834,"75 453541.09375 +76 627459.75000 +77 627924.43750 +78 309148.81250 +79 300235.62500 +80 748970.93750 +81 299710.03125 +82 299710.03125 +83 299710.03125 +84 299710.03125 +85 299710.03125 +86 300235.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ISS,MLP,1.2831170558929443,"96 53558.849388 +97 52689.319774 +98 54281.345937 +99 54607.965845 +100 56343.472923 +101 59570.940510 +102 61252.694492 +103 63149.641216 +104 63655.869917 +105 66517.668502 +106 67646.778893 +107 69518.521327 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ITBI,HWES,1.1336328983306885,"96 31680.363281 +97 32709.851562 +98 37888.039062 +99 34028.867188 +100 37822.933594 +101 61296.808594 +102 74787.796875 +103 61156.871094 +104 48693.542969 +105 34306.347656 +106 62602.273438 +107 40121.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,XGBoost,1.8555266857147217,"96 777761.0000 +97 925099.1250 +98 988523.5625 +99 925099.1250 +100 983073.8750 +101 900204.2500 +102 900204.2500 +103 925099.1250 +104 912843.1875 +105 897425.0000 +106 897425.0000 +107 988523.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,AR,1.2223494052886963,"96 457717.875000 +97 146264.890625 +98 183215.203125 +99 457717.875000 +100 372601.593750 +101 139943.546875 +102 123243.898438 +103 115489.843750 +104 105034.007812 +105 105034.007812 +106 105034.007812 +107 457717.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,IPTU,XGBoost,0.9215750694274902,"85 8177.018066 +86 26364.500000 +87 231129.531250 +88 22099.197266 +89 22099.197266 +90 37939.210938 +91 26364.500000 +92 6725.788574 +93 7692.080078 +94 8166.909180 +95 8166.909180 +96 8424.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ISS,SARIMAX,1.173079490661621,"92 23572.810547 +93 26379.199219 +94 25389.970703 +95 25389.970703 +96 25494.250000 +97 24174.642578 +98 25389.970703 +99 25494.250000 +100 25389.970703 +101 25494.250000 +102 32106.958984 +103 32106.958984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ITBI,SARIMAX,1.1848392486572266,"89 14907.426758 +90 7056.117676 +91 50042.140625 +92 26071.408203 +93 6266.262207 +94 6266.262207 +95 33068.519531 +96 49807.140625 +97 5928.482422 +98 33012.429688 +99 7413.256836 +100 19613.033203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,SARIMAX,0.809159517288208,"92 370799.84375 +93 514999.00000 +94 466030.03125 +95 545541.37500 +96 482113.06250 +97 410602.81250 +98 410255.15625 +99 514999.00000 +100 410602.81250 +101 383092.40625 +102 383318.25000 +103 466030.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,AR,1.5398011207580566,"92 151917.843750 +93 96204.617188 +94 94280.000000 +95 151917.843750 +96 94280.000000 +97 95959.421875 +98 95959.421875 +99 95959.421875 +100 95959.421875 +101 95959.421875 +102 95959.421875 +103 151917.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,IPTU,SARIMAX,0.9814639091491699,"87 -1310.762085 +88 4748.697754 +89 43981.101562 +90 196516.953125 +91 165099.484375 +92 42937.894531 +93 60188.796875 +94 28668.169922 +95 28768.902344 +96 22497.140625 +97 22596.314453 +98 22497.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ISS,XGBoost,0.7683210372924805,"96 52726.957031 +97 53750.246094 +98 51561.859375 +99 53623.875000 +100 53750.246094 +101 52927.820312 +102 53750.246094 +103 53703.781250 +104 52922.308594 +105 53750.246094 +106 52994.347656 +107 53750.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ITBI,MLP,2.6146252155303955,"96 70279.024664 +97 72625.456748 +98 97537.892996 +99 85057.348844 +100 92402.484273 +101 112068.198534 +102 131870.566952 +103 117491.341684 +104 139918.922892 +105 141411.936895 +106 152948.350373 +107 178501.721841 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,SES,1.820568323135376,"96 685167.3750 +97 829098.3125 +98 828321.6250 +99 707699.0625 +100 831118.1250 +101 706972.1875 +102 706972.1875 +103 828371.3750 +104 705528.3125 +105 698147.4375 +106 695338.5000 +107 827594.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,XGBoost,1.3381226062774658,"96 176353.890625 +97 56358.535156 +98 130445.593750 +99 176353.890625 +100 180918.625000 +101 58319.000000 +102 45594.281250 +103 45364.800781 +104 34074.175781 +105 37328.601562 +106 32736.746094 +107 186063.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,IPTU,XGBoost,0.9165363311767578,"96 5638.680176 +97 7189.705078 +98 10249.843750 +99 10533.333008 +100 132112.281250 +101 132112.281250 +102 132345.703125 +103 63569.031250 +104 132389.953125 +105 132181.062500 +106 132181.062500 +107 132213.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ISS,MLP,0.8826737403869629,"96 23056.950209 +97 23606.765838 +98 22983.131606 +99 23289.369983 +100 25129.578002 +101 24218.801406 +102 25024.544963 +103 26038.867146 +104 25972.036319 +105 25984.260701 +106 29277.419810 +107 25875.359575 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ITBI,HWES,1.1818628311157227,"96 29979.558594 +97 29785.123047 +98 24781.048828 +99 20025.486328 +100 24828.761719 +101 27811.642578 +102 27701.507812 +103 25712.175781 +104 25892.167969 +105 25712.175781 +106 25917.148438 +107 19367.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,SARIMAX,0.7757391929626465,"96 431978.00000 +97 431978.00000 +98 424693.84375 +99 422606.56250 +100 431978.00000 +101 424693.84375 +102 419917.62500 +103 498678.50000 +104 430544.15625 +105 429890.71875 +106 500948.25000 +107 423812.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,MLP,1.6023626327514648,"96 9.289597e+04 +97 1.248932e+05 +98 1.678979e+05 +99 2.238880e+05 +100 3.019683e+05 +101 4.035944e+05 +102 5.526593e+05 +103 7.378234e+05 +104 9.603954e+05 +105 1.282399e+06 +106 1.764054e+06 +107 2.337898e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,IPTU,HWES,2.603342294692993,"96 56625.519531 +97 56822.816406 +98 11070.120117 +99 10530.229492 +100 11004.590820 +101 13748.107422 +102 4252.045898 +103 3220.984619 +104 3774.396484 +105 6875.711426 +106 3872.655273 +107 3811.284180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,1.233468770980835,"96 87589.960938 +97 89706.617188 +98 117043.992188 +99 88568.703125 +100 121282.273438 +101 83020.328125 +102 119742.921875 +103 90111.554688 +104 90111.554688 +105 117043.992188 +106 119742.921875 +107 121282.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ITBI,SES,2.176476240158081,"82 2610.159668 +83 6050.012695 +84 2598.294678 +85 2347.056152 +86 2166.529297 +87 2184.957764 +88 2443.733398 +89 5858.614746 +90 2206.404297 +91 2206.404297 +92 4887.922363 +93 2220.786865 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,SES,1.0863258838653564,"96 322658.56250 +97 325882.43750 +98 383347.25000 +99 320683.03125 +100 383457.68750 +101 320683.03125 +102 320683.03125 +103 325882.43750 +104 324531.50000 +105 322925.43750 +106 322844.34375 +107 383347.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,XGBoost,0.9123373031616211,"96 130041.281250 +97 50727.855469 +98 91567.437500 +99 160297.609375 +100 160140.843750 +101 50319.832031 +102 39909.214844 +103 37813.460938 +104 17460.728516 +105 17460.728516 +106 15428.157227 +107 130041.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.0369439125061035,"87 14951.556641 +88 14081.516602 +89 14140.337891 +90 19618.324219 +91 25156.740234 +92 73868.101562 +93 211467.078125 +94 25156.740234 +95 57090.144531 +96 26831.222656 +97 25058.945312 +98 27011.580078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ISS,XGBoost,1.4833869934082031,"96 31635.214844 +97 31121.244141 +98 31207.349609 +99 31289.191406 +100 31635.214844 +101 31635.214844 +102 32468.015625 +103 31214.185547 +104 32498.279297 +105 32828.671875 +106 32498.279297 +107 32498.279297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ITBI,SARIMAX,1.1815335750579834,"93 24295.046875 +94 6392.755371 +95 7061.014160 +96 7994.349121 +97 17680.181641 +98 25336.515625 +99 16948.093750 +100 12252.782227 +101 10996.425781 +102 4424.310059 +103 3685.189209 +104 15422.220703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,SES,0.9552850723266602,"96 431840.71875 +97 455130.50000 +98 459210.03125 +99 455130.50000 +100 455553.34375 +101 455130.50000 +102 455130.50000 +103 455130.50000 +104 432264.90625 +105 438600.59375 +106 438600.59375 +107 418129.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,MLP,0.9239606857299805,"95 2.760652e+05 +96 3.185705e+05 +97 3.055563e+05 +98 4.020739e+05 +99 5.684213e+05 +100 6.469069e+05 +101 7.657249e+05 +102 9.669345e+05 +103 1.237763e+06 +104 1.578162e+06 +105 2.018511e+06 +106 2.868827e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,IPTU,HWES,1.2499756813049316,"94 302079.031250 +95 183715.375000 +96 770910.187500 +97 219206.078125 +98 205661.265625 +99 210455.906250 +100 209664.281250 +101 262369.875000 +102 247001.968750 +103 262369.875000 +104 247001.968750 +105 175397.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ISS,MLP,2.467083215713501,"96 253325.583731 +97 271630.275018 +98 276183.723696 +99 302117.797102 +100 329740.811127 +101 350685.960264 +102 386345.543134 +103 424483.756823 +104 466524.745286 +105 515337.674952 +106 565411.679253 +107 567366.878186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ITBI,SARIMAX,1.930004596710205,"96 82606.109375 +97 90451.226562 +98 71846.484375 +99 82606.109375 +100 81123.968750 +101 81123.968750 +102 82606.109375 +103 81123.968750 +104 81123.968750 +105 81123.968750 +106 79564.453125 +107 81123.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,XGBoost,0.9925026893615723,"96 373376.34375 +97 549293.75000 +98 583993.12500 +99 432444.90625 +100 583993.12500 +101 587240.87500 +102 431397.03125 +103 432909.62500 +104 397529.00000 +105 422351.15625 +106 473788.84375 +107 706866.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,XGBoost,1.2821252346038818,"96 667536.875000 +97 660438.812500 +98 402611.875000 +99 660438.812500 +100 399567.937500 +101 400392.968750 +102 402131.250000 +103 342725.843750 +104 667536.875000 +105 192599.812500 +106 192270.859375 +107 708870.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,IPTU,SARIMAX,0.8871278762817383,"93 26696.800781 +94 24474.675781 +95 24422.230469 +96 23319.285156 +97 180778.500000 +98 248726.656250 +99 180778.500000 +100 244168.203125 +101 251265.093750 +102 383034.468750 +103 251265.093750 +104 250473.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ISS,XGBoost,1.0082099437713623,"96 25430.806641 +97 25316.242188 +98 20558.859375 +99 29676.111328 +100 21234.427734 +101 21234.427734 +102 30432.597656 +103 16928.080078 +104 30636.646484 +105 25396.431641 +106 21151.902344 +107 31695.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ITBI,SARIMAX,0.7982063293457031,"96 26164.482422 +97 26562.240234 +98 26562.240234 +99 25757.992188 +100 26107.794922 +101 25887.285156 +102 26270.988281 +103 26461.164062 +104 26026.855469 +105 26673.734375 +106 26461.164062 +107 23893.865234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,SARIMAX,0.8787045478820801,"96 421435.46875 +97 501815.03125 +98 503675.62500 +99 498614.15625 +100 507760.75000 +101 505845.37500 +102 505845.37500 +103 501815.03125 +104 507703.81250 +105 455738.71875 +106 448570.40625 +107 494952.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,XGBoost,2.0826499462127686,"96 327898.125000 +97 96825.171875 +98 127536.484375 +99 327898.125000 +100 125492.632812 +101 72380.593750 +102 72221.109375 +103 72221.109375 +104 72635.789062 +105 69333.156250 +106 69333.156250 +107 327898.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,IPTU,SARIMAX,0.9570341110229492,"93 52298.773438 +94 49586.410156 +95 71990.187500 +96 11024.544922 +97 51197.273438 +98 75972.179688 +99 104593.953125 +100 173131.078125 +101 71185.765625 +102 111875.031250 +103 45006.808594 +104 52914.199219 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ISS,MLP,0.8677146434783936,"96 163147.176643 +97 164230.713351 +98 176468.825627 +99 182725.637477 +100 193977.719609 +101 199955.140533 +102 211812.349754 +103 220491.934942 +104 221436.766366 +105 238071.046618 +106 235621.478954 +107 250832.305317 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ITBI,SES,1.1132147312164307,"96 41448.265625 +97 41448.265625 +98 25366.023438 +99 41448.265625 +100 43160.753906 +101 39553.417969 +102 85738.242188 +103 78524.117188 +104 40573.105469 +105 24697.353516 +106 72331.875000 +107 84067.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,XGBoost,2.701267719268799,"96 1137216.250 +97 1061389.625 +98 1134379.000 +99 1071408.500 +100 1123380.125 +101 1119128.750 +102 1119128.750 +103 1061389.625 +104 1119128.750 +105 1062902.000 +106 1085766.750 +107 1134379.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.5640263557434082,"96 288919.937500 +97 137069.562500 +98 260922.421875 +99 286733.625000 +100 288919.937500 +101 124150.679688 +102 90950.523438 +103 75724.937500 +104 73619.148438 +105 69494.296875 +106 69196.242188 +107 288919.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,IPTU,SARIMAX,0.883420467376709,"96 1.100467e+06 +97 2.308080e+06 +98 1.475128e+06 +99 6.985424e+05 +100 6.985424e+05 +101 6.985424e+05 +102 6.985424e+05 +103 6.985424e+05 +104 6.985424e+05 +105 7.085442e+05 +106 7.084212e+05 +107 1.470702e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ISS,MLP,1.247699499130249,"96 1.268484e+06 +97 1.295027e+06 +98 1.324811e+06 +99 1.349194e+06 +100 1.371427e+06 +101 1.396576e+06 +102 1.425639e+06 +103 1.457753e+06 +104 1.490019e+06 +105 1.515374e+06 +106 1.549491e+06 +107 1.575896e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ITBI,XGBoost,0.8636221885681152,"96 6.390412e+05 +97 7.322436e+05 +98 7.620627e+05 +99 5.295599e+05 +100 5.427954e+05 +101 1.041623e+06 +102 8.712337e+05 +103 6.619334e+05 +104 1.484944e+06 +105 7.211598e+05 +106 5.381834e+05 +107 4.787243e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,SARIMAX,0.8711333274841309,"96 5522723.0 +97 6423241.0 +98 6471785.5 +99 6390095.0 +100 6625097.0 +101 6390095.0 +102 6390095.0 +103 6423241.0 +104 5276217.0 +105 5618333.0 +106 5660857.0 +107 6471785.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,XGBoost,1.1140565872192383,"96 2.360013e+06 +97 1.623078e+06 +98 1.870470e+06 +99 2.360302e+06 +100 2.356182e+06 +101 1.623078e+06 +102 9.588669e+05 +103 8.108324e+05 +104 5.972656e+05 +105 5.650006e+05 +106 4.774532e+05 +107 2.360013e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,IPTU,SARIMAX,3.3870933055877686,"91 3210.150635 +92 3208.920166 +93 4167.408691 +94 2965.243652 +95 3881.275879 +96 1569.312866 +97 1097.790039 +98 1404.345703 +99 1202.414185 +100 1475.576782 +101 1325.237549 +102 843.325745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ISS,XGBoost,1.7603931427001953,"96 124186.726562 +97 101184.273438 +98 123584.500000 +99 123419.179688 +100 120905.382812 +101 123873.140625 +102 123477.578125 +103 120470.171875 +104 124966.187500 +105 123584.500000 +106 125428.835938 +107 119085.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ITBI,XGBoost,0.9670658111572266,"94 8286.055664 +95 12371.641602 +96 12687.112305 +97 12371.641602 +98 12737.708984 +99 12371.641602 +100 31305.732422 +101 58392.933594 +102 36753.972656 +103 58698.574219 +104 49703.132812 +105 27299.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,SARIMAX,0.9446830749511719,"96 625898.5000 +97 715907.1875 +98 705635.8125 +99 715907.1875 +100 708438.6250 +101 709575.6875 +102 715907.1875 +103 715907.1875 +104 709142.1875 +105 702405.3125 +106 703926.1875 +107 727858.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,SARIMAX,1.0484678745269775,"96 43092.125000 +97 22676.998047 +98 43149.417969 +99 43048.183594 +100 43048.183594 +101 18934.019531 +102 16487.503906 +103 16464.941406 +104 12248.446289 +105 9960.308594 +106 9960.308594 +107 43048.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,IPTU,SARIMAX,1.0717198848724365,"83 88882.476562 +84 88913.093750 +85 99236.859375 +86 49834.570312 +87 53761.046875 +88 44806.410156 +89 17646.171875 +90 18324.875000 +91 17646.171875 +92 13113.445312 +93 25487.111328 +94 25475.792969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ISS,MLP,0.9096026420593262,"96 55326.247532 +97 57316.249606 +98 59963.893477 +99 62859.696886 +100 66127.734615 +101 69941.858436 +102 75031.844821 +103 78739.686739 +104 83891.087811 +105 83854.858588 +106 88051.262697 +107 92400.230070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ITBI,SARIMAX,2.8305139541625977,"96 46180.769531 +97 11432.217773 +98 12162.299805 +99 17794.031250 +100 19946.658203 +101 18255.505859 +102 21243.441406 +103 25132.164062 +104 21243.441406 +105 20817.960938 +106 26391.699219 +107 37300.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,SES,1.0929086208343506,"96 629103.3125 +97 660719.9375 +98 665064.8125 +99 674303.8750 +100 673080.5625 +101 656980.4375 +102 657143.0625 +103 574652.3125 +104 656980.4375 +105 642968.8750 +106 617163.6875 +107 655919.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,XGBoost,1.11622953414917,"96 239508.875000 +97 157477.031250 +98 157461.484375 +99 239508.875000 +100 157461.484375 +101 157477.031250 +102 157480.656250 +103 239508.875000 +104 157480.656250 +105 71097.156250 +106 71063.156250 +107 239508.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,IPTU,SARIMAX,1.0895648002624512,"95 1.735155e+06 +96 9.427384e+05 +97 1.698890e+06 +98 7.639923e+05 +99 8.839914e+05 +100 1.215602e+06 +101 1.165748e+06 +102 9.447344e+05 +103 1.698890e+06 +104 9.447344e+05 +105 1.332245e+06 +106 8.839914e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ISS,MLP,0.9958288669586182,"96 5.936653e+06 +97 6.799687e+06 +98 8.304398e+06 +99 1.021333e+07 +100 1.271613e+07 +101 1.600211e+07 +102 1.971339e+07 +103 2.444700e+07 +104 2.952521e+07 +105 3.807277e+07 +106 4.606494e+07 +107 5.774542e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ITBI,MLP,0.9820473194122314,"95 591210.117720 +96 637573.559837 +97 667668.304503 +98 714507.114796 +99 715869.587083 +100 698446.009911 +101 755795.386290 +102 806722.576510 +103 852435.216449 +104 848449.951740 +105 891592.659890 +106 951207.647594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,XGBoost,0.9861049652099609,"96 12667765.0 +97 13896933.0 +98 13927174.0 +99 13519116.0 +100 13510317.0 +101 13519116.0 +102 13519116.0 +103 13860004.0 +104 13498218.0 +105 13515732.0 +106 12734922.0 +107 13901344.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,XGBoost,1.00553560256958,"96 2.354030e+06 +97 1.882883e+06 +98 2.255206e+06 +99 2.905312e+06 +100 2.300831e+06 +101 9.350802e+05 +102 8.821604e+05 +103 7.644416e+05 +104 3.555127e+05 +105 3.555127e+05 +106 3.555127e+05 +107 2.813094e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,IPTU,SARIMAX,1.0010180473327637,"88 11614.470703 +89 10610.321289 +90 10350.494141 +91 24401.488281 +92 96623.882812 +93 74103.007812 +94 10687.206055 +95 13283.266602 +96 24401.488281 +97 24363.974609 +98 12015.765625 +99 11990.909180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ISS,XGBoost,1.0567848682403564,"96 14727.070312 +97 14674.620117 +98 15798.821289 +99 12043.625977 +100 22909.066406 +101 12789.398438 +102 18982.150391 +103 19839.445312 +104 19839.445312 +105 22285.263672 +106 18530.076172 +107 18530.076172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ITBI,XGBoost,1.1026403903961182,"95 33597.718750 +96 188745.781250 +97 32314.205078 +98 32314.205078 +99 37705.914062 +100 43987.078125 +101 37705.914062 +102 73673.375000 +103 59966.261719 +104 73891.140625 +105 27855.781250 +106 57790.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,XGBoost,1.0455238819122314,"96 667064.8750 +97 672312.8750 +98 961369.8125 +99 673641.8750 +100 975351.7500 +101 654653.6250 +102 674952.0625 +103 684502.3125 +104 685729.3750 +105 681450.6250 +106 615576.0000 +107 881820.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,SARIMAX,1.0140557289123535,"96 145298.390625 +97 146545.453125 +98 146545.453125 +99 146545.453125 +100 146545.453125 +101 146271.421875 +102 146176.921875 +103 145118.468750 +104 145286.375000 +105 145286.375000 +106 145286.375000 +107 145298.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,IPTU,XGBoost,1.9954023361206055,"86 24042.068359 +87 22073.355469 +88 22627.451172 +89 24042.068359 +90 24042.068359 +91 24408.263672 +92 99003.703125 +93 99003.703125 +94 88943.953125 +95 49796.683594 +96 22088.835938 +97 24060.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ISS,MLP,1.352916955947876,"96 62291.224261 +97 65363.767337 +98 68173.333353 +99 70326.301587 +100 72033.934806 +101 74106.716414 +102 76493.517794 +103 77727.818040 +104 79260.021368 +105 81543.803624 +106 84266.634367 +107 87163.653052 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ITBI,XGBoost,1.2786998748779297,"96 23249.552734 +97 25342.498047 +98 24034.935547 +99 23285.267578 +100 22214.386719 +101 19434.058594 +102 22156.843750 +103 20205.980469 +104 21894.189453 +105 22156.843750 +106 20383.773438 +107 22199.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,MLP,1.1215147972106934,"96 722453.488132 +97 730644.971007 +98 735045.253759 +99 748482.388394 +100 745548.564747 +101 762646.889587 +102 776791.595779 +103 789804.298456 +104 808715.694611 +105 829864.338789 +106 854373.745328 +107 867480.421205 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,AR,1.024385690689087,"96 232547.593750 +97 84304.890625 +98 162727.421875 +99 237050.593750 +100 219496.328125 +101 123944.992188 +102 84304.890625 +103 50156.902344 +104 55641.210938 +105 30990.337891 +106 30990.337891 +107 232547.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,AR,1.0953342914581299,"96 3.507822e+05 +97 1.184194e+06 +98 2.639628e+06 +99 2.344938e+05 +100 5.380803e+05 +101 2.344938e+05 +102 3.179764e+05 +103 7.203546e+05 +104 3.506686e+05 +105 3.515137e+05 +106 3.463142e+05 +107 3.750326e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,SARIMAX,0.7973716259002686,"96 1749429.250 +97 1752353.125 +98 1752274.250 +99 1750307.875 +100 1752378.000 +101 1753615.375 +102 1750307.875 +103 1750307.875 +104 1752274.250 +105 1752274.250 +106 1752378.000 +107 1759384.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,XGBoost,1.0626850128173828,"96 145340.187500 +97 272213.062500 +98 439585.562500 +99 139565.796875 +100 440043.218750 +101 272782.375000 +102 216751.921875 +103 216350.312500 +104 272324.687500 +105 200855.671875 +106 108408.898438 +107 203718.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,XGBoost,0.9318363666534424,"96 3872822.5 +97 5440336.0 +98 5488650.0 +99 5384686.5 +100 5683244.5 +101 5303344.5 +102 5303344.5 +103 5440336.0 +104 5303344.5 +105 5314747.0 +106 5296670.0 +107 5500052.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,MLP,1.207066535949707,"96 1.237657e+06 +97 5.664668e+05 +98 6.310599e+05 +99 8.920186e+05 +100 7.772264e+05 +101 6.545132e+05 +102 5.695128e+05 +103 5.774371e+05 +104 5.483898e+05 +105 5.600882e+05 +106 5.933080e+05 +107 1.663145e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,IPTU,AR,2.654749870300293,"94 7.597775e+04 +95 7.597775e+04 +96 2.883756e+05 +97 2.948572e+05 +98 1.050746e+06 +99 2.463997e+05 +100 2.136282e+05 +101 2.136282e+05 +102 2.364573e+05 +103 2.506183e+05 +104 2.364573e+05 +105 2.364573e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ISS,MLP,3.602759599685669,"96 9.186232e+05 +97 9.554547e+05 +98 9.862454e+05 +99 1.016474e+06 +100 1.051020e+06 +101 1.084546e+06 +102 1.114567e+06 +103 1.145089e+06 +104 1.169189e+06 +105 1.196567e+06 +106 1.228836e+06 +107 1.260699e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ITBI,MLP,2.4676995277404785,"96 5.617202e+05 +97 6.315704e+05 +98 7.010324e+05 +99 7.737284e+05 +100 8.595235e+05 +101 9.454849e+05 +102 1.056721e+06 +103 1.152154e+06 +104 1.272163e+06 +105 1.425283e+06 +106 1.446014e+06 +107 1.635700e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,SARIMAX,1.8949542045593262,"96 2785650.50 +97 3313390.50 +98 3280552.75 +99 3302066.00 +100 3235039.75 +101 3302066.00 +102 3343754.75 +103 3289172.25 +104 3063245.00 +105 3056215.75 +106 2822670.75 +107 3260630.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,SARIMAX,1.0038585662841797,"96 1.905448e+06 +97 6.863836e+05 +98 7.098856e+05 +99 1.858587e+06 +100 1.905448e+06 +101 6.863836e+05 +102 7.098856e+05 +103 6.664927e+05 +104 5.442390e+05 +105 5.037532e+05 +106 5.037532e+05 +107 1.905448e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,IPTU,XGBoost,2.3795688152313232,"90 7.783980e+04 +91 8.180399e+04 +92 8.753317e+04 +93 7.783980e+04 +94 7.783980e+04 +95 2.478842e+05 +96 4.102932e+06 +97 1.852313e+05 +98 2.289898e+05 +99 2.478842e+05 +100 2.289898e+05 +101 1.852313e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ISS,MLP,0.9310216903686523,"96 9.108989e+05 +97 8.946161e+05 +98 9.965902e+05 +99 9.963011e+05 +100 1.028427e+06 +101 1.072089e+06 +102 1.102312e+06 +103 1.141406e+06 +104 1.196190e+06 +105 1.219855e+06 +106 1.252989e+06 +107 1.257597e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ITBI,XGBoost,1.1576008796691895,"95 172630.015625 +96 171345.468750 +97 171420.484375 +98 171420.484375 +99 171864.562500 +100 170926.953125 +101 171420.484375 +102 170028.375000 +103 171345.468750 +104 171345.468750 +105 133006.796875 +106 116070.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,SARIMAX,0.8781943321228027,"96 4069437.25 +97 4581855.00 +98 4608689.00 +99 4581855.00 +100 4623254.00 +101 4581855.00 +102 4581855.00 +103 4581855.00 +104 4587394.50 +105 4605088.50 +106 4513689.50 +107 4605718.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,SARIMAX,0.924626350402832,"96 1.418618e+06 +97 4.947938e+05 +98 5.370331e+05 +99 1.244873e+06 +100 5.347025e+05 +101 4.369679e+05 +102 3.463507e+05 +103 3.438459e+05 +104 2.784522e+05 +105 2.784522e+05 +106 2.727525e+05 +107 1.418618e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,IPTU,HWES,1.598196029663086,"94 2669.069580 +95 20547.240234 +96 25193.664062 +97 27065.451172 +98 111305.984375 +99 11627.449219 +100 12044.903320 +101 12044.903320 +102 5353.279785 +103 5743.913574 +104 5353.279785 +105 11627.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ISS,SARIMAX,0.8940720558166504,"96 32497.023438 +97 31948.029297 +98 32299.933594 +99 31948.029297 +100 32497.023438 +101 31948.029297 +102 31948.029297 +103 32879.003906 +104 31948.029297 +105 31948.029297 +106 32120.986328 +107 31948.029297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ITBI,Prophet,1.549384593963623,"96 1728.152954 +97 2249.940918 +98 1610.692017 +99 1842.228638 +100 4319.429199 +101 2233.214600 +102 2514.312500 +103 2104.892334 +104 2396.508057 +105 2521.092285 +106 2517.501221 +107 2623.772461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,SES,1.6340727806091309,"95 600891.0625 +96 606599.0000 +97 778960.1250 +98 606215.5625 +99 779224.0000 +100 606215.5625 +101 606215.5625 +102 606215.5625 +103 598831.8125 +104 597907.3125 +105 597907.3125 +106 772521.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.1688692569732666,"94 297022.031250 +95 192578.078125 +96 190343.218750 +97 190343.218750 +98 192578.078125 +99 136613.781250 +100 143499.234375 +101 136613.781250 +102 131819.953125 +103 131819.953125 +104 131819.953125 +105 297022.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,IPTU,SES,1.0888230800628662,"92 3.458552e+05 +93 3.815482e+05 +94 4.632567e+05 +95 3.573463e+05 +96 1.852766e+06 +97 3.382656e+05 +98 7.696235e+05 +99 3.443762e+05 +100 3.382656e+05 +101 7.696235e+05 +102 7.696235e+05 +103 8.732029e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ISS,MLP,1.1071302890777588,"96 2.536499e+06 +97 2.768252e+06 +98 2.983617e+06 +99 3.231572e+06 +100 3.494193e+06 +101 3.816113e+06 +102 4.187511e+06 +103 4.527946e+06 +104 4.892694e+06 +105 3.515540e+06 +106 5.065749e+06 +107 5.740394e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ITBI,XGBoost,2.868896722793579,"96 455818.156250 +97 170983.781250 +98 195828.843750 +99 334973.593750 +100 317951.750000 +101 334973.593750 +102 334973.593750 +103 334973.593750 +104 223924.531250 +105 253028.593750 +106 472910.000000 +107 178355.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,SES,1.3222687244415283,"96 3386156.00 +97 3993534.00 +98 4033754.00 +99 4015669.75 +100 4009084.50 +101 3901563.00 +102 3988794.25 +103 3916080.50 +104 3539205.75 +105 3485861.25 +106 3368998.50 +107 4091819.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,XGBoost,1.1125340461730957,"96 1.060378e+06 +97 8.243021e+05 +98 8.222582e+05 +99 1.060378e+06 +100 1.066364e+06 +101 8.029452e+05 +102 4.736541e+05 +103 1.893570e+05 +104 1.884684e+05 +105 1.881338e+05 +106 1.929225e+05 +107 1.060378e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,IPTU,SARIMAX,0.9992508888244629,"96 7.475762e+05 +97 1.761601e+06 +98 6.499138e+05 +99 6.455039e+05 +100 5.852175e+05 +101 6.499138e+05 +102 6.597296e+05 +103 5.537739e+05 +104 6.297791e+05 +105 6.433356e+05 +106 6.327008e+05 +107 5.640022e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ISS,MLP,1.140296220779419,"96 1.043117e+06 +97 1.049934e+06 +98 1.082721e+06 +99 1.102135e+06 +100 1.140729e+06 +101 1.154899e+06 +102 1.169502e+06 +103 1.201757e+06 +104 1.209021e+06 +105 1.243500e+06 +106 1.264388e+06 +107 1.277047e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ITBI,SARIMAX,2.663520574569702,"96 627122.0625 +97 627196.0000 +98 627153.1875 +99 627196.0000 +100 627153.1875 +101 627122.0625 +102 627153.1875 +103 627122.0625 +104 627153.1875 +105 627122.0625 +106 627122.0625 +107 627122.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,SARIMAX,0.8436555862426758,"96 1892514.750 +97 1988980.000 +98 1980368.250 +99 1971881.375 +100 2016147.375 +101 2060581.000 +102 1971881.375 +103 1988980.000 +104 1890452.875 +105 1867619.125 +106 1867619.125 +107 1947533.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,XGBoost,0.9469120502471924,"96 1.102403e+06 +97 7.215075e+05 +98 9.736982e+05 +99 2.027050e+06 +100 1.102403e+06 +101 6.989385e+05 +102 4.716306e+05 +103 4.586477e+05 +104 2.472505e+05 +105 1.549990e+05 +106 1.354973e+05 +107 1.857534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,IPTU,SARIMAX,3.470763683319092,"91 7398.526367 +92 12841.996094 +93 32400.968750 +94 45946.937500 +95 328177.562500 +96 333834.375000 +97 61189.046875 +98 61189.046875 +99 61189.046875 +100 23506.419922 +101 27368.238281 +102 44729.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ISS,MLP,1.032517433166504,"96 78899.208590 +97 78745.944561 +98 83429.732847 +99 88359.079497 +100 92426.530258 +101 96894.234187 +102 100737.177769 +103 99223.296431 +104 101937.881358 +105 107722.934153 +106 112746.538127 +107 114180.838021 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ITBI,HWES,1.508551836013794,"96 81761.132812 +97 82690.726562 +98 94504.851562 +99 94504.851562 +100 190690.015625 +101 165905.375000 +102 189041.593750 +103 60049.019531 +104 57266.398438 +105 81761.132812 +106 57266.398438 +107 60049.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,SARIMAX,0.898932695388794,"96 1253663.375 +97 1212768.875 +98 1212768.875 +99 1079188.250 +100 1273058.750 +101 1163146.875 +102 1163146.875 +103 1253663.375 +104 1218839.000 +105 1257196.000 +106 1257196.000 +107 1264843.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,XGBoost,1.7555866241455078,"96 482920.093750 +97 132692.046875 +98 242432.906250 +99 132692.046875 +100 482920.093750 +101 132692.046875 +102 132692.046875 +103 128487.593750 +104 99536.843750 +105 106620.359375 +106 102255.718750 +107 482920.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,IPTU,SARIMAX,1.1114964485168457,"94 66408.101562 +95 215565.312500 +96 919317.562500 +97 255912.312500 +98 255912.312500 +99 255912.312500 +100 160536.343750 +101 66408.101562 +102 66408.101562 +103 65996.343750 +104 162825.437500 +105 172116.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ISS,MLP,3.131192207336426,"96 334480.435860 +97 344964.419950 +98 365259.409362 +99 385563.657982 +100 412743.942731 +101 433927.186593 +102 454815.171569 +103 475017.268862 +104 502564.861434 +105 526530.019612 +106 523456.216553 +107 549126.152807 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ITBI,SARIMAX,1.7968745231628418,"96 91331.289062 +97 97219.648438 +98 97219.648438 +99 107999.070312 +100 85371.414062 +101 84944.843750 +102 99169.054688 +103 89652.437500 +104 89652.437500 +105 89256.585938 +106 82432.156250 +107 93238.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,SES,0.8580842018127441,"96 1603594.625 +97 2151007.500 +98 2181517.250 +99 1895279.750 +100 2188735.500 +101 1895279.750 +102 1895279.750 +103 2151007.500 +104 1871181.000 +105 1798793.500 +106 1798402.125 +107 2181125.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,XGBoost,1.0315947532653809,"96 1.196933e+06 +97 5.978155e+05 +98 8.664633e+05 +99 1.196453e+06 +100 1.196453e+06 +101 5.844230e+05 +102 4.981198e+05 +103 4.866475e+05 +104 3.763817e+05 +105 3.763817e+05 +106 3.818193e+05 +107 1.196933e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,IPTU,SARIMAX,1.077455997467041,"94 17991.740234 +95 121081.687500 +96 39349.765625 +97 5568.500000 +98 3975.017090 +99 4464.884277 +100 4542.304199 +101 3830.309326 +102 18488.425781 +103 5326.663574 +104 4728.323730 +105 4706.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ISS,MLP,0.9086611270904541,"96 20791.644541 +97 22399.647410 +98 23814.980971 +99 25078.019701 +100 26058.377447 +101 26787.127899 +102 27542.561455 +103 29141.730786 +104 30924.914599 +105 32771.729025 +106 32946.127562 +107 34163.279148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ITBI,SARIMAX,1.503312587738037,"93 4077.312988 +94 6750.668457 +95 9344.451172 +96 5276.364746 +97 6507.206055 +98 15613.388672 +99 3994.510986 +100 5833.149414 +101 6528.663574 +102 6221.504395 +103 5849.532227 +104 15388.196289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,SES,1.0454950332641602,"96 536003.6875 +97 565861.6875 +98 589155.3750 +99 565861.6875 +100 590755.9375 +101 582885.8125 +102 565861.6875 +103 565861.6875 +104 584751.8125 +105 595225.4375 +106 559121.2500 +107 576425.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,XGBoost,1.2104215621948242,"95 152750.875000 +96 51584.523438 +97 62996.597656 +98 62996.597656 +99 59928.230469 +100 54520.285156 +101 43394.226562 +102 43363.445312 +103 43503.566406 +104 43363.445312 +105 43302.218750 +106 119760.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,IPTU,SARIMAX,0.8735275268554688,"91 2.423528e+05 +92 1.671368e+05 +93 7.062500e+05 +94 2.586020e+06 +95 1.325619e+06 +96 6.463261e+05 +97 6.463261e+05 +98 6.535159e+05 +99 4.458703e+05 +100 2.426480e+05 +101 1.834368e+05 +102 3.575149e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ISS,MLP,1.80031156539917,"96 1.581080e+06 +97 1.518308e+06 +98 1.603530e+06 +99 1.644685e+06 +100 1.693233e+06 +101 1.723830e+06 +102 1.753982e+06 +103 1.792785e+06 +104 1.816054e+06 +105 1.829018e+06 +106 1.880352e+06 +107 1.904964e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ITBI,MLP,0.8510682582855225,"90 473281.566746 +91 480770.656444 +92 478188.151738 +93 499407.269525 +94 505406.449080 +95 517031.374334 +96 495367.813265 +97 501906.087160 +98 536817.151145 +99 544220.110090 +100 556063.084620 +101 568301.958039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,SARIMAX,1.0703926086425781,"96 4153168.5 +97 5263854.0 +98 5176149.0 +99 5708275.0 +100 5142059.0 +101 5651305.0 +102 5652166.5 +103 5258132.5 +104 5148494.5 +105 5148494.5 +106 4269856.5 +107 5182110.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,SARIMAX,1.0588059425354004,"96 3.361505e+06 +97 1.621014e+06 +98 1.621014e+06 +99 3.361505e+06 +100 1.621014e+06 +101 1.495736e+06 +102 1.132034e+06 +103 1.045345e+06 +104 8.916099e+05 +105 8.591035e+05 +106 8.432364e+05 +107 3.361505e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,IPTU,XGBoost,1.2243461608886719,"96 53694.292969 +97 54180.015625 +98 54180.015625 +99 494389.375000 +100 494268.250000 +101 108739.632812 +102 127150.054688 +103 494389.375000 +104 127150.054688 +105 68927.156250 +106 54180.015625 +107 51263.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ISS,MLP,0.8905575275421143,"96 82130.740412 +97 84129.902409 +98 85953.435829 +99 86993.941608 +100 86994.222879 +101 88534.424921 +102 89973.466437 +103 91557.841576 +104 92641.406122 +105 94294.454019 +106 96257.887857 +107 97300.756829 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ITBI,MLP,1.0922722816467285,"96 89562.483547 +97 100249.397387 +98 112912.723815 +99 126017.545975 +100 131639.748093 +101 142243.442713 +102 149397.266158 +103 139075.120262 +104 152688.890479 +105 152910.009284 +106 163500.143607 +107 182680.925813 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,SARIMAX,1.1027121543884277,"96 501742.09375 +97 571698.56250 +98 572533.43750 +99 573226.75000 +100 578342.87500 +101 563533.93750 +102 567982.81250 +103 576175.93750 +104 567982.81250 +105 547414.93750 +106 550481.68750 +107 587359.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,MLP,3.097921133041382,"96 3.739530e+05 +97 2.041503e+05 +98 2.725526e+05 +99 3.594501e+05 +100 3.302862e+05 +101 3.203074e+05 +102 3.507370e+05 +103 3.989864e+05 +104 4.737629e+05 +105 5.580277e+05 +106 6.575739e+05 +107 1.312787e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,IPTU,XGBoost,2.1969151496887207,"93 20311.738281 +94 20311.738281 +95 69946.804688 +96 66332.453125 +97 44306.058594 +98 24534.503906 +99 4837.084473 +100 30349.482422 +101 5575.285156 +102 4469.994141 +103 5575.285156 +104 4837.084473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ISS,XGBoost,0.947547435760498,"96 40708.308594 +97 40766.417969 +98 40766.417969 +99 40854.875000 +100 40708.308594 +101 40668.652344 +102 40668.652344 +103 43163.031250 +104 43158.742188 +105 32334.460938 +106 35150.992188 +107 30826.185547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ITBI,MLP,1.3210334777832031,"96 51576.684183 +97 56427.018516 +98 58094.408558 +99 62798.571563 +100 68123.143100 +101 75876.822510 +102 82443.145619 +103 88111.915490 +104 95303.770520 +105 103380.553743 +106 114179.168450 +107 124749.069591 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9338271617889404,"96 607239.9375 +97 645282.7500 +98 686728.1875 +99 630340.7500 +100 710634.0000 +101 630340.7500 +102 630340.7500 +103 645282.7500 +104 625110.6875 +105 625741.3125 +106 609032.5625 +107 686728.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,SARIMAX,0.9857385158538818,"96 334654.718750 +97 125724.703125 +98 275596.718750 +99 334654.718750 +100 275596.718750 +101 118436.953125 +102 91487.093750 +103 102064.250000 +104 60619.972656 +105 60463.992188 +106 60619.972656 +107 335209.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,IPTU,SES,2.3555805683135986,"82 35980.375000 +83 106219.476562 +84 92097.812500 +85 98238.406250 +86 87795.937500 +87 87802.210938 +88 627367.562500 +89 602620.000000 +90 601872.562500 +91 601505.625000 +92 601047.750000 +93 601047.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ISS,MLP,0.9702270030975342,"87 62139.190032 +88 64194.701667 +89 67327.433212 +90 69492.601130 +91 72345.925687 +92 75016.847866 +93 76502.440352 +94 79021.605440 +95 81048.052398 +96 84315.109677 +97 87926.893783 +98 91415.424111 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ITBI,Prophet,0.9734444618225098,"87 39666.773438 +88 15387.095703 +89 10848.706055 +90 6718.888672 +91 10848.706055 +92 10848.706055 +93 5273.682617 +94 6795.185547 +95 6447.573242 +96 10566.131836 +97 4541.957031 +98 9735.471680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,Prophet,0.9975478649139404,"87 600440.1250 +88 642237.4375 +89 643518.8125 +90 675403.5000 +91 677660.4375 +92 792863.5000 +93 807425.0625 +94 807425.0625 +95 806202.0000 +96 797761.3750 +97 599189.0000 +98 542408.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,XGBoost,0.9906833171844482,"86 125586.414062 +87 126695.562500 +88 33347.496094 +89 72372.125000 +90 72513.242188 +91 70027.320312 +92 51075.167969 +93 65235.394531 +94 52558.945312 +95 32773.628906 +96 137337.484375 +97 151181.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,3.069666624069214,"89 3108.081543 +90 3108.081543 +91 3392.557129 +92 3942.667480 +93 46082.859375 +94 270721.156250 +95 3676.484619 +96 3278.455078 +97 3108.081543 +98 3676.484619 +99 42753.023438 +100 27397.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,MLP,1.5810198783874512,"96 22908.550876 +97 24228.096577 +98 26222.866359 +99 27248.447573 +100 28414.563954 +101 31238.392305 +102 35340.435673 +103 36402.153801 +104 39583.621585 +105 43408.053776 +106 48343.224072 +107 54437.941290 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,SES,0.886709451675415,"94 23654.517578 +95 41984.203125 +96 41883.675781 +97 41427.777344 +98 41643.468750 +99 41808.285156 +100 41177.980469 +101 40270.386719 +102 40270.386719 +103 40270.386719 +104 40270.386719 +105 40299.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,XGBoost,0.9290421009063721,"96 394381.96875 +97 452397.28125 +98 459166.68750 +99 452397.28125 +100 460827.37500 +101 423097.03125 +102 452397.28125 +103 452397.28125 +104 377625.18750 +105 391832.46875 +106 391832.46875 +107 405980.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,AR,1.3087983131408691,"96 126232.781250 +97 31716.898438 +98 30698.445312 +99 127669.835938 +100 30698.445312 +101 24194.667969 +102 13858.777344 +103 5645.627441 +104 5317.403809 +105 5317.403809 +106 5570.942383 +107 126049.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,IPTU,XGBoost,1.0629291534423828,"96 9.362291e+04 +97 1.011469e+05 +98 1.011469e+05 +99 5.495908e+05 +100 2.820482e+06 +101 4.386831e+05 +102 4.386831e+05 +103 4.386831e+05 +104 4.386831e+05 +105 4.386831e+05 +106 4.386831e+05 +107 4.386831e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ISS,MLP,0.8607363700866699,"96 480633.905721 +97 489295.165806 +98 501158.341587 +99 511852.326927 +100 520190.538595 +101 530023.965638 +102 540302.451608 +103 551003.711866 +104 559203.004726 +105 566895.495208 +106 574062.263366 +107 582075.644441 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ITBI,HWES,2.826590061187744,"96 146431.828125 +97 151656.406250 +98 146431.828125 +99 146431.828125 +100 150350.218750 +101 149831.562500 +102 156173.562500 +103 149831.562500 +104 146431.828125 +105 149673.578125 +106 149831.562500 +107 146431.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,MLP,1.7323737144470215,"96 2.091113e+06 +97 2.114395e+06 +98 2.128967e+06 +99 2.162200e+06 +100 2.161859e+06 +101 2.200241e+06 +102 2.239418e+06 +103 2.276335e+06 +104 2.326023e+06 +105 2.383173e+06 +106 2.449419e+06 +107 2.491469e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,MLP,1.4220399856567383,"96 1.463415e+06 +97 6.403327e+05 +98 7.026589e+05 +99 1.137457e+06 +100 1.002576e+06 +101 6.782315e+05 +102 6.366028e+05 +103 6.317917e+05 +104 5.820269e+05 +105 6.010092e+05 +106 6.354534e+05 +107 1.977184e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,IPTU,AR,1.5116305351257324,"96 1.007063e+06 +97 8.624301e+05 +98 1.436207e+07 +99 9.301479e+05 +100 1.265425e+06 +101 1.349756e+06 +102 1.349756e+06 +103 1.425389e+06 +104 1.425389e+06 +105 1.269409e+06 +106 1.349756e+06 +107 1.376186e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ISS,SARIMAX,0.9077606201171875,"96 2180678.25 +97 2397874.50 +98 2397874.50 +99 2180678.25 +100 2150032.00 +101 2397874.50 +102 2397874.50 +103 2397874.50 +104 2397874.50 +105 2397874.50 +106 2397874.50 +107 2472597.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ITBI,HWES,1.1636111736297607,"96 714943.0000 +97 714242.7500 +98 716096.1875 +99 724440.8125 +100 569754.7500 +101 575572.0625 +102 658619.8125 +103 575572.0625 +104 771182.2500 +105 680881.3750 +106 561576.3750 +107 822541.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,SARIMAX,2.038379669189453,"96 5759920.5 +97 5644068.5 +98 5927411.5 +99 5759920.5 +100 5866029.0 +101 6592723.5 +102 5653045.5 +103 5641731.5 +104 5670987.5 +105 5525215.0 +106 5525215.0 +107 5812261.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,XGBoost,1.4297153949737549,"96 5468517.000 +97 2884220.750 +98 2873723.000 +99 5301757.000 +100 5305740.500 +101 2039743.375 +102 2009737.125 +103 1585827.625 +104 1287728.375 +105 1254684.250 +106 1209854.750 +107 5468517.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,IPTU,AR,1.1860992908477783,"96 306251.718750 +97 112267.695312 +98 92306.625000 +99 80869.304688 +100 92514.359375 +101 79641.820312 +102 80869.304688 +103 79641.820312 +104 79133.414062 +105 79641.820312 +106 79641.820312 +107 92157.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ISS,XGBoost,0.9865341186523438,"96 56293.425781 +97 39971.078125 +98 51512.593750 +99 59207.734375 +100 59207.734375 +101 56293.425781 +102 56293.425781 +103 51512.593750 +104 56293.425781 +105 57243.402344 +106 59207.734375 +107 59207.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ITBI,SES,1.1732652187347412,"96 16533.904297 +97 15911.953125 +98 25301.125000 +99 17219.123047 +100 11175.429688 +101 12219.394531 +102 16283.488281 +103 15859.709961 +104 15833.109375 +105 17818.791016 +106 12424.472656 +107 17757.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,SES,1.0846927165985107,"96 552165.2500 +97 675448.4375 +98 676017.0000 +99 664675.0625 +100 705783.6250 +101 664224.7500 +102 664224.7500 +103 675448.4375 +104 641382.3750 +105 641382.3750 +106 641382.3750 +107 665739.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,SARIMAX,1.4139125347137451,"96 335570.250000 +97 164898.953125 +98 167381.796875 +99 322251.593750 +100 167381.796875 +101 145708.078125 +102 128813.312500 +103 121651.921875 +104 118716.539062 +105 119583.367188 +106 119583.367188 +107 335570.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,IPTU,HWES,1.1196560859680176,"95 13317.911133 +96 17738.585938 +97 125906.148438 +98 14333.533203 +99 11901.861328 +100 12862.149414 +101 3718.333008 +102 2329.346436 +103 3838.131836 +104 5784.603027 +105 16905.058594 +106 3866.364258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ISS,XGBoost,1.7605702877044678,"96 28764.812500 +97 23966.699219 +98 26313.017578 +99 26276.185547 +100 20890.669922 +101 23120.251953 +102 23142.714844 +103 23142.714844 +104 22543.835938 +105 23142.714844 +106 22543.835938 +107 25898.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ITBI,XGBoost,1.9041142463684082,"93 41604.609375 +94 19577.642578 +95 30780.005859 +96 47174.234375 +97 34891.992188 +98 26952.902344 +99 21775.812500 +100 30876.898438 +101 31908.589844 +102 19383.460938 +103 31876.787109 +104 19383.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,SARIMAX,1.7025749683380127,"96 493653.84375 +97 567324.56250 +98 576661.25000 +99 563057.06250 +100 577078.50000 +101 539846.25000 +102 563057.06250 +103 563057.06250 +104 535578.75000 +105 530107.12500 +106 505620.71875 +107 574706.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,AR,0.9768109321594238,"96 135330.906250 +97 76468.031250 +98 132261.796875 +99 135330.906250 +100 135330.906250 +101 22953.806641 +102 27727.935547 +103 23514.142578 +104 20737.015625 +105 19717.097656 +106 23514.142578 +107 135330.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,IPTU,SARIMAX,1.1041748523712158,"93 3839.222656 +94 5124.483398 +95 79261.328125 +96 4201.194336 +97 3262.511963 +98 913.203674 +99 4302.440918 +100 12262.675781 +101 132.469498 +102 945.184509 +103 3549.980713 +104 12142.153320 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ISS,MLP,1.0741095542907715,"96 117472.318210 +97 128007.756142 +98 124961.212592 +99 127224.880096 +100 125606.083112 +101 139509.567036 +102 148594.851341 +103 145860.580358 +104 161814.466770 +105 164574.066995 +106 169826.138536 +107 174967.670194 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ITBI,Prophet,1.0659596920013428,"80 624993.5 +81 624993.5 +82 624993.5 +83 624993.5 +84 624993.5 +85 624993.5 +86 624993.5 +87 624993.5 +88 624993.5 +89 624993.5 +90 624993.5 +91 624993.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,XGBoost,0.917191743850708,"96 541283.5000 +97 652967.0000 +98 652160.0625 +99 615744.0000 +100 652858.5000 +101 615377.0625 +102 615744.0000 +103 615744.0000 +104 615377.0625 +105 616409.4375 +106 563306.4375 +107 609823.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,SARIMAX,0.9799425601959229,"92 137869.531250 +93 56063.195312 +94 109861.859375 +95 137869.531250 +96 108287.648438 +97 56063.195312 +98 54548.257812 +99 109100.210938 +100 53630.250000 +101 53746.605469 +102 53300.386719 +103 137979.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,IPTU,HWES,1.241088628768921,"95 11161.601562 +96 122180.593750 +97 128334.851562 +98 128532.187500 +99 18125.806641 +100 18422.558594 +101 18125.806641 +102 29451.076172 +103 13193.070312 +104 17303.197266 +105 28735.246094 +106 14674.266602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ISS,MLP,1.006582498550415,"96 146371.180477 +97 152858.214071 +98 153328.462201 +99 152545.191767 +100 156309.232883 +101 159424.607882 +102 164923.265474 +103 167096.176359 +104 169435.077562 +105 174230.900186 +106 176389.464401 +107 179192.138292 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ITBI,XGBoost,1.252643346786499,"96 34811.468750 +97 31616.923828 +98 57955.113281 +99 55410.207031 +100 106397.382812 +101 106397.382812 +102 106397.382812 +103 106577.117188 +104 88190.468750 +105 88576.968750 +106 88190.468750 +107 88576.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,MLP,1.090639352798462,"96 9.919271e+05 +97 1.002097e+06 +98 1.007492e+06 +99 1.025117e+06 +100 1.020453e+06 +101 1.043074e+06 +102 1.061124e+06 +103 1.077525e+06 +104 1.101747e+06 +105 1.128634e+06 +106 1.159749e+06 +107 1.175215e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0250778198242188,"96 181340.656250 +97 83111.953125 +98 125325.109375 +99 181451.500000 +100 181340.656250 +101 109410.085938 +102 62343.574219 +103 59029.351562 +104 31976.470703 +105 31976.470703 +106 31976.470703 +107 181451.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,IPTU,XGBoost,1.0068252086639404,"96 151822.500000 +97 153926.625000 +98 162184.406250 +99 253172.109375 +100 138670.359375 +101 103472.671875 +102 104586.234375 +103 100610.109375 +104 94600.750000 +105 102359.242188 +106 84231.875000 +107 92116.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ISS,MLP,0.884894609451294,"96 300846.624879 +97 305989.325003 +98 311004.273528 +99 314191.811683 +100 318217.003228 +101 324106.203715 +102 328772.836001 +103 336376.738026 +104 343274.307146 +105 346680.763682 +106 352860.660796 +107 360038.898598 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ITBI,MLP,1.05436110496521,"96 192302.035653 +97 218741.576774 +98 249134.339179 +99 286919.810856 +100 343195.652015 +101 402550.844684 +102 456553.548751 +103 583417.891722 +104 613776.949664 +105 689926.820282 +106 791181.348942 +107 939041.390623 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,XGBoost,2.80507230758667,"96 1176072.375 +97 1109397.750 +98 1252453.500 +99 1109397.750 +100 1258138.125 +101 1109397.750 +102 1091282.625 +103 1109397.750 +104 1210938.875 +105 1125980.000 +106 1181677.000 +107 1109397.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,XGBoost,1.4667778015136719,"96 565384.250000 +97 247418.156250 +98 248656.171875 +99 520103.062500 +100 247790.609375 +101 248656.171875 +102 248495.390625 +103 246119.125000 +104 247049.125000 +105 478169.906250 +106 247418.156250 +107 478169.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,IPTU,SARIMAX,0.9947898387908936,"96 1.891555e+06 +97 1.842960e+06 +98 1.245623e+07 +99 1.856502e+06 +100 1.890710e+06 +101 1.862090e+06 +102 1.877840e+06 +103 1.811482e+06 +104 1.830275e+06 +105 1.842714e+06 +106 1.864298e+06 +107 1.811482e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ISS,SARIMAX,1.0341413021087646,"96 1.834045e+06 +97 1.041773e+06 +98 1.834045e+06 +99 1.804323e+06 +100 1.804323e+06 +101 1.804323e+06 +102 1.804323e+06 +103 1.837240e+06 +104 1.834045e+06 +105 1.837240e+06 +106 1.837240e+06 +107 1.834045e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ITBI,HWES,0.9118788242340088,"96 650552.93750 +97 663049.56250 +98 616010.62500 +99 521700.09375 +100 592236.81250 +101 590352.31250 +102 924443.06250 +103 860270.62500 +104 860270.62500 +105 670266.50000 +106 722316.18750 +107 860270.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,SARIMAX,0.9812660217285156,"96 3253712.75 +97 3483862.50 +98 3432268.75 +99 3177233.00 +100 3711818.75 +101 3254858.50 +102 3254858.50 +103 2917100.25 +104 3255685.25 +105 3688217.75 +106 3309946.25 +107 3205178.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,SARIMAX,0.8156802654266357,"87 2372607.750 +88 1263181.875 +89 2136117.000 +90 2333707.500 +91 2351153.500 +92 1099474.625 +93 1116623.875 +94 1116623.875 +95 1097075.375 +96 1097075.375 +97 766311.125 +98 2371805.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,IPTU,AR,0.873283863067627,"88 292378.281250 +89 450625.218750 +90 349385.156250 +91 363662.250000 +92 141173.640625 +93 140463.703125 +94 172482.687500 +95 132543.703125 +96 130145.937500 +97 125908.523438 +98 207609.453125 +99 206787.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ISS,MLP,1.1265010833740234,"92 7.776240e+06 +93 7.640290e+06 +94 7.904721e+06 +95 8.132743e+06 +96 8.258480e+06 +97 8.570321e+06 +98 8.684982e+06 +99 8.615683e+06 +100 8.990322e+06 +101 9.299521e+06 +102 9.391565e+06 +103 9.550978e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ITBI,SARIMAX,0.9853007793426514,"92 224875.390625 +93 219823.343750 +94 211112.328125 +95 194200.640625 +96 114663.570312 +97 137462.562500 +98 122457.000000 +99 128031.648438 +100 93170.992188 +101 135792.968750 +102 214281.875000 +103 238593.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,Prophet,0.9710135459899902,"92 2149361.000 +93 1803422.750 +94 2330493.000 +95 1739251.750 +96 2330493.000 +97 1792845.625 +98 1786441.250 +99 1798813.875 +100 1861387.750 +101 1755832.250 +102 1753979.250 +103 2317073.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,XGBoost,2.7037904262542725,"92 1.104893e+06 +93 9.907100e+05 +94 1.069003e+06 +95 1.104740e+06 +96 1.130991e+06 +97 9.666770e+05 +98 6.024781e+05 +99 6.024781e+05 +100 6.043878e+05 +101 6.046592e+05 +102 6.001133e+05 +103 6.592801e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,IPTU,HWES,1.4450693130493164,"96 3.370276e+05 +97 3.040524e+05 +98 1.538636e+06 +99 7.779928e+05 +100 3.344533e+05 +101 3.554143e+05 +102 2.847261e+05 +103 2.744587e+05 +104 3.098046e+05 +105 2.821915e+05 +106 2.744587e+05 +107 9.552461e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ISS,SARIMAX,0.9338035583496094,"96 406519.59375 +97 410344.81250 +98 408665.25000 +99 408665.25000 +100 407529.81250 +101 408490.90625 +102 406519.59375 +103 408665.25000 +104 408665.25000 +105 408665.25000 +106 408490.90625 +107 408490.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ITBI,MLP,0.822601318359375,"96 6.990901e+05 +97 7.766966e+05 +98 8.628991e+05 +99 9.810941e+05 +100 1.093835e+06 +101 1.225400e+06 +102 1.401604e+06 +103 1.502558e+06 +104 1.679390e+06 +105 1.898397e+06 +106 1.989917e+06 +107 2.253197e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,SARIMAX,2.9110159873962402,"96 4252697.00 +97 4887448.00 +98 4844415.00 +99 4878638.00 +100 4853405.50 +101 4175468.75 +102 4887448.00 +103 4878638.00 +104 4095335.75 +105 4186128.50 +106 4186128.50 +107 4844740.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,MLP,1.7550511360168457,"96 1.516897e+06 +97 8.389516e+05 +98 9.280015e+05 +99 1.359009e+06 +100 1.351464e+06 +101 1.082281e+06 +102 9.648991e+05 +103 9.444503e+05 +104 8.953515e+05 +105 9.739875e+05 +106 1.028693e+06 +107 2.688357e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,IPTU,AR,1.3088176250457764,"96 5394808.00 +97 10251010.00 +98 2529231.00 +99 2521089.75 +100 2582326.25 +101 2561044.50 +102 2596138.50 +103 2561044.50 +104 2561044.50 +105 2561044.50 +106 2581179.25 +107 2581179.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ISS,MLP,1.0963892936706543,"96 2.167876e+06 +97 2.206390e+06 +98 2.230371e+06 +99 2.256882e+06 +100 2.295650e+06 +101 2.341222e+06 +102 2.384090e+06 +103 2.420675e+06 +104 2.459538e+06 +105 2.494401e+06 +106 2.521223e+06 +107 2.547086e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ITBI,SARIMAX,0.871208906173706,"96 5.382462e+05 +97 6.058773e+05 +98 9.493221e+05 +99 9.485128e+05 +100 6.698888e+05 +101 9.531035e+05 +102 9.531035e+05 +103 6.542487e+05 +104 6.386266e+05 +105 6.218472e+05 +106 9.374813e+05 +107 1.072776e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,SES,1.6009538173675537,"96 4259344.50 +97 4416930.00 +98 4656507.50 +99 4208125.50 +100 4657981.50 +101 4245928.50 +102 4176938.75 +103 4416930.00 +104 4245928.50 +105 4255590.00 +106 4208125.50 +107 4208125.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,XGBoost,1.0060641765594482,"96 4.520074e+06 +97 1.382319e+06 +98 2.205898e+06 +99 4.081390e+06 +100 4.182808e+06 +101 1.444078e+06 +102 1.436582e+06 +103 1.079376e+06 +104 8.871949e+05 +105 8.892037e+05 +106 5.554679e+05 +107 4.520074e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,IPTU,MLP,1.118269681930542,"96 1.953088e+07 +97 1.170578e+07 +98 8.678650e+06 +99 8.130656e+06 +100 8.597700e+06 +101 8.969667e+06 +102 9.285771e+06 +103 9.937140e+06 +104 1.046404e+07 +105 1.090405e+07 +106 1.126731e+07 +107 1.220243e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ISS,MLP,1.0866296291351318,"96 8.152124e+06 +97 8.316551e+06 +98 8.478253e+06 +99 8.593698e+06 +100 8.723630e+06 +101 8.866880e+06 +102 9.000141e+06 +103 9.150174e+06 +104 9.295221e+06 +105 9.421888e+06 +106 9.547029e+06 +107 9.652700e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ITBI,HWES,1.3827528953552246,"96 1362749.625 +97 1743667.750 +98 1572290.625 +99 1572290.625 +100 1329161.250 +101 1550630.750 +102 1569291.125 +103 1564455.125 +104 1584340.500 +105 1584340.500 +106 1538909.625 +107 1569291.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,XGBoost,0.9894886016845703,"96 13217149.0 +97 14890581.0 +98 15192907.0 +99 14890581.0 +100 15131313.0 +101 14897044.0 +102 14897044.0 +103 14890581.0 +104 14897044.0 +105 14897044.0 +106 14897044.0 +107 15388521.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,XGBoost,1.070014476776123,"96 9690665.00 +97 8779011.00 +98 6887083.50 +99 9690665.00 +100 8781402.00 +101 5941746.50 +102 4960815.00 +103 4986300.50 +104 3009023.50 +105 3230727.25 +106 2782762.50 +107 9690665.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,HWES,1.033210277557373,"92 4249.791992 +93 4821.003906 +94 47146.671875 +95 47093.925781 +96 31218.693359 +97 43220.929688 +98 8019.191406 +99 18339.990234 +100 4123.709961 +101 4576.020508 +102 4253.132324 +103 -1012.195007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,XGBoost,2.930243730545044,"96 25058.962891 +97 25490.865234 +98 25529.664062 +99 25058.962891 +100 25529.664062 +101 59671.410156 +102 25105.912109 +103 59671.410156 +104 59671.410156 +105 59671.410156 +106 25058.962891 +107 25105.912109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,SARIMAX,1.2414178848266602,"92 21446.406250 +93 35842.738281 +94 26704.210938 +95 13720.273438 +96 14804.853516 +97 37445.824219 +98 14504.699219 +99 13572.141602 +100 37445.824219 +101 9312.815430 +102 25666.646484 +103 56457.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.9306752681732178,"96 666384.5000 +97 776462.7500 +98 763871.6250 +99 776099.6250 +100 781312.5625 +101 764252.0000 +102 776099.6250 +103 763888.8750 +104 763888.8750 +105 781539.3750 +106 731658.4375 +107 783308.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,MLP,1.1716713905334473,"96 115778.766396 +97 59217.986799 +98 94695.823642 +99 99006.072296 +100 109848.950885 +101 78972.404705 +102 89040.780385 +103 117117.320018 +104 111081.697282 +105 129516.114853 +106 145390.206337 +107 286881.249583 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,IPTU,SARIMAX,1.037147045135498,"87 6.080838e+04 +88 3.640704e+04 +89 1.481346e+05 +90 1.264434e+06 +91 1.373052e+05 +92 1.411592e+05 +93 1.565958e+05 +94 4.946731e+05 +95 8.214889e+05 +96 1.153044e+06 +97 1.152776e+06 +98 1.154233e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ISS,SES,1.846503734588623,"96 153105.890625 +97 171633.343750 +98 150063.750000 +99 211070.109375 +100 210318.843750 +101 211070.109375 +102 206798.000000 +103 210318.843750 +104 210980.281250 +105 210318.843750 +106 210991.875000 +107 210318.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ITBI,MLP,3.148958206176758,"96 138502.634097 +97 156481.342238 +98 159017.960779 +99 171655.816069 +100 192027.151165 +101 204160.817675 +102 193022.244926 +103 197879.194339 +104 208196.202062 +105 217305.917463 +106 239528.016540 +107 263805.630262 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,SARIMAX,1.75675630569458,"96 7.754268e+05 +97 1.031364e+06 +98 1.030902e+06 +99 1.019422e+06 +100 1.048512e+06 +101 1.013223e+06 +102 1.027220e+06 +103 1.030902e+06 +104 1.007504e+06 +105 1.014056e+06 +106 1.016624e+06 +107 1.000560e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,XGBoost,0.99208664894104,"93 691137.93750 +94 320084.68750 +95 484048.71875 +96 486291.21875 +97 388017.56250 +98 319989.68750 +99 485423.53125 +100 485279.03125 +101 484706.59375 +102 483032.25000 +103 483032.25000 +104 619079.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,IPTU,MLP,1.0621616840362549,"96 188768.955592 +97 229953.319495 +98 525066.395294 +99 224084.209889 +100 181441.787733 +101 191988.306518 +102 199904.053487 +103 204027.975985 +104 235960.818391 +105 251566.319188 +106 303873.875121 +107 317518.114529 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ISS,Prophet,1.140660285949707,"96 206270.968750 +97 158195.875000 +98 157624.421875 +99 188802.531250 +100 198755.359375 +101 198755.359375 +102 204116.625000 +103 204116.625000 +104 204116.625000 +105 198755.359375 +106 204116.625000 +107 204116.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ITBI,HWES,1.0121543407440186,"96 106369.531250 +97 107129.492188 +98 113036.335938 +99 112396.078125 +100 98211.195312 +101 75416.015625 +102 75745.906250 +103 105441.632812 +104 104618.812500 +105 106526.242188 +106 109790.445312 +107 110435.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,XGBoost,1.330263376235962,"96 1769653.125 +97 1993190.000 +98 1975186.125 +99 1770587.125 +100 1987640.625 +101 1770587.125 +102 1770587.125 +103 1993190.000 +104 1781332.500 +105 1784588.000 +106 1789403.125 +107 1975186.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,SARIMAX,1.9909718036651611,"96 696732.187500 +97 257223.015625 +98 367136.156250 +99 696732.187500 +100 639331.125000 +101 262471.437500 +102 264928.750000 +103 177876.515625 +104 168100.125000 +105 163888.500000 +106 164115.046875 +107 637368.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,1.07283353805542,"84 5741.236328 +85 6048.671387 +86 8622.503906 +87 109232.890625 +88 53250.769531 +89 4775.269531 +90 4925.092285 +91 5300.813477 +92 4925.092285 +93 5376.330078 +94 6300.294922 +95 9061.932617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ISS,Prophet,1.7231380939483643,"96 42000.351562 +97 41266.921875 +98 48692.191406 +99 45862.277344 +100 48692.191406 +101 48735.664062 +102 48762.867188 +103 48762.867188 +104 48692.191406 +105 48692.191406 +106 48776.406250 +107 48762.867188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ITBI,MLP,1.4703240394592285,"92 23513.657084 +93 28289.406398 +94 30327.138006 +95 34526.476530 +96 39085.986840 +97 44723.573525 +98 52167.850092 +99 62435.166130 +100 63503.006006 +101 73893.243145 +102 89310.893718 +103 95195.396382 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,MLP,1.042130708694458,"96 788937.457768 +97 801307.102079 +98 808130.165348 +99 818741.745825 +100 822798.069672 +101 832953.337101 +102 847887.797254 +103 862494.154926 +104 880153.797424 +105 901303.798438 +106 925828.475760 +107 945195.176741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,AR,0.9913809299468994,"96 176487.875000 +97 49917.562500 +98 51429.761719 +99 69010.492188 +100 69010.492188 +101 30694.791016 +102 27129.613281 +103 27059.921875 +104 27059.921875 +105 26981.751953 +106 26981.751953 +107 176487.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,IPTU,AR,1.1094334125518799,"71 1.108114e+05 +72 1.581009e+05 +73 1.483975e+05 +74 1.581009e+05 +75 1.866612e+05 +76 1.359372e+06 +77 1.126317e+05 +78 1.112820e+05 +79 1.114774e+05 +80 1.114774e+05 +81 1.237122e+05 +82 1.202234e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ISS,SARIMAX,1.0075809955596924,"80 228520.531250 +81 229321.375000 +82 229321.375000 +83 230635.359375 +84 349804.656250 +85 228520.531250 +86 230635.359375 +87 230635.359375 +88 230635.359375 +89 230231.359375 +90 230231.359375 +91 341954.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ITBI,XGBoost,1.3438000679016113,"80 157604.390625 +81 158226.921875 +82 159486.750000 +83 157943.109375 +84 159524.781250 +85 158017.140625 +86 159486.750000 +87 157955.078125 +88 159254.578125 +89 157722.625000 +90 157722.625000 +91 158226.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,XGBoost,1.4982378482818604,"80 1106286.625 +81 1222639.875 +82 1211817.625 +83 1204955.625 +84 1145667.750 +85 1096856.250 +86 1109261.125 +87 1103904.125 +88 1109775.875 +89 1095211.375 +90 1026106.875 +91 1111518.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,XGBoost,0.9397320747375488,"80 845014.1875 +81 535953.3750 +82 592773.7500 +83 938636.6875 +84 592773.7500 +85 535953.3750 +86 512481.1250 +87 512481.1250 +88 512481.1250 +89 512481.1250 +90 512481.1250 +91 938636.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,IPTU,Prophet,1.43259859085083,"90 24839.781250 +91 24852.761719 +92 24839.781250 +93 24839.781250 +94 24839.781250 +95 24839.781250 +96 33853.906250 +97 145166.296875 +98 33718.789062 +99 38025.730469 +100 38025.730469 +101 33853.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ISS,MLP,0.8969943523406982,"96 400350.222766 +97 397800.801417 +98 385548.189461 +99 384673.255713 +100 373935.677692 +101 373468.834434 +102 364712.642293 +103 361273.746462 +104 357654.410625 +105 352730.412210 +106 408549.623914 +107 432453.915330 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ITBI,MLP,1.679474115371704,"96 34698.260040 +97 37696.379491 +98 38120.134903 +99 41949.941454 +100 41401.300977 +101 42904.463415 +102 46333.731474 +103 45812.613351 +104 47407.247645 +105 48111.676048 +106 49686.579574 +107 51498.730758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,SES,0.8990395069122314,"96 2488099.00 +97 2653540.75 +98 2766354.50 +99 2653540.75 +100 2779466.00 +101 2661634.50 +102 2653540.75 +103 2653540.75 +104 2536845.50 +105 2561297.50 +106 2577966.50 +107 2766354.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,XGBoost,3.0988056659698486,"96 254972.515625 +97 87911.343750 +98 231119.031250 +99 254972.515625 +100 231119.031250 +101 102163.835938 +102 69197.859375 +103 69197.859375 +104 64242.238281 +105 56041.367188 +106 56041.367188 +107 255082.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,IPTU,HWES,1.2697036266326904,"96 43871.496094 +97 43871.496094 +98 43124.667969 +99 152204.296875 +100 905963.625000 +101 80228.656250 +102 143141.687500 +103 53051.941406 +104 53051.941406 +105 41169.367188 +106 60071.976562 +107 73605.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ISS,SARIMAX,0.8311569690704346,"96 125214.218750 +97 124859.796875 +98 124859.796875 +99 125464.578125 +100 125464.578125 +101 125641.632812 +102 124994.812500 +103 125641.632812 +104 125594.953125 +105 124512.914062 +106 125641.632812 +107 124512.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ITBI,XGBoost,0.8650879859924316,"96 128085.156250 +97 128400.289062 +98 128233.945312 +99 127240.031250 +100 128400.289062 +101 127634.859375 +102 128233.945312 +103 127739.507812 +104 127698.492188 +105 128161.703125 +106 128400.289062 +107 128161.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,SES,0.8598589897155762,"96 656444.6875 +97 758938.3750 +98 736429.5625 +99 645246.9375 +100 772794.3125 +101 631370.0625 +102 631370.0625 +103 782945.8125 +104 637373.8750 +105 638783.1875 +106 648281.1875 +107 760437.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,XGBoost,3.164572238922119,"96 475032.281250 +97 150512.140625 +98 180082.593750 +99 340765.593750 +100 180082.593750 +101 203671.953125 +102 203671.953125 +103 122203.937500 +104 126144.046875 +105 127071.398438 +106 131762.218750 +107 475032.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,SARIMAX,0.9982881546020508,"77 11389.850586 +78 11332.525391 +79 24042.939453 +80 24042.939453 +81 24042.939453 +82 24042.939453 +83 20924.369141 +84 125461.132812 +85 167435.875000 +86 42548.789062 +87 42548.789062 +88 42548.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,XGBoost,0.8838157653808594,"96 31758.443359 +97 22975.800781 +98 23348.197266 +99 36400.968750 +100 22803.771484 +101 34998.898438 +102 35076.050781 +103 34998.898438 +104 35282.664062 +105 24205.841797 +106 24205.841797 +107 23348.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,XGBoost,3.7190940380096436,"96 41236.992188 +97 34305.515625 +98 34144.164062 +99 21774.330078 +100 34144.164062 +101 36641.976562 +102 36641.976562 +103 21182.050781 +104 34144.164062 +105 40088.125000 +106 16502.521484 +107 21484.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,MLP,0.9663634300231934,"96 460119.254731 +97 467977.348736 +98 471592.260687 +99 475922.436130 +100 478767.799669 +101 481143.436416 +102 488982.765262 +103 496752.688375 +104 505524.095486 +105 516826.100367 +106 530200.183017 +107 542394.035735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,SARIMAX,1.76883864402771,"96 193659.671875 +97 24604.626953 +98 162096.578125 +99 194018.500000 +100 193546.484375 +101 25655.976562 +102 18982.638672 +103 13876.061523 +104 13808.333008 +105 16265.448242 +106 19040.781250 +107 194018.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,IPTU,AR,2.6771671772003174,"96 2.241296e+07 +97 1.711182e+06 +98 1.732038e+06 +99 1.732038e+06 +100 1.752095e+06 +101 2.326847e+06 +102 1.766446e+06 +103 2.337110e+06 +104 2.341198e+06 +105 1.732038e+06 +106 1.496495e+06 +107 1.706193e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ISS,SARIMAX,1.1145989894866943,"96 1.087612e+06 +97 1.019916e+06 +98 1.085193e+06 +99 1.087612e+06 +100 1.087612e+06 +101 1.051686e+06 +102 1.019265e+06 +103 1.051686e+06 +104 1.019265e+06 +105 1.019265e+06 +106 1.019265e+06 +107 1.019265e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ITBI,SES,0.9164762496948242,"96 1469678.125 +97 1450719.000 +98 1450719.000 +99 1450101.250 +100 1450101.250 +101 1466188.375 +102 1450719.000 +103 1450719.000 +104 1445483.125 +105 1582405.875 +106 1450101.250 +107 1450719.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,XGBoost,2.7773091793060303,"96 1533884.000 +97 1780248.625 +98 1780248.625 +99 1756412.750 +100 2056794.125 +101 2080669.000 +102 2080085.625 +103 2415654.750 +104 2414822.000 +105 1949989.750 +106 2160149.500 +107 1903881.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,XGBoost,1.353562355041504,"92 1288566.625 +93 1077811.250 +94 -318756.125 +95 1130793.875 +96 979237.250 +97 1288305.000 +98 1295614.875 +99 1327916.375 +100 1336717.875 +101 1342415.125 +102 1316269.750 +103 1077971.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,1.2875142097473145,"96 33789.085938 +97 162815.187500 +98 548761.375000 +99 38310.437500 +100 39124.664062 +101 37266.519531 +102 48801.992188 +103 39124.664062 +104 42017.957031 +105 44469.652344 +106 44469.652344 +107 39124.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,MLP,1.0604009628295898,"96 136416.607675 +97 138244.385728 +98 139090.380247 +99 140877.305661 +100 143762.706036 +101 146831.819286 +102 149636.220764 +103 151219.477007 +104 152866.389232 +105 154383.008769 +106 156778.840170 +107 160065.567012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,SARIMAX,0.846888542175293,"96 42944.550781 +97 69976.984375 +98 43165.535156 +99 43165.535156 +100 69702.734375 +101 43165.535156 +102 43165.535156 +103 43165.535156 +104 43334.160156 +105 45889.601562 +106 46110.585938 +107 45889.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,SARIMAX,3.057612180709839,"96 1326910.375 +97 1450043.750 +98 1448455.500 +99 1487834.625 +100 1427808.250 +101 1487834.625 +102 1489131.125 +103 1444112.875 +104 1489131.125 +105 1453926.875 +106 1463386.375 +107 1510859.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,1.0767388343811035,"96 6.151742e+05 +97 4.037646e+05 +98 4.787505e+05 +99 6.956176e+05 +100 6.244828e+05 +101 5.419754e+05 +102 5.985543e+05 +103 6.677873e+05 +104 7.654327e+05 +105 8.614360e+05 +106 9.724277e+05 +107 2.164574e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,IPTU,SARIMAX,1.0063786506652832,"95 5709.919922 +96 4504.025879 +97 4394.567871 +98 65533.683594 +99 72618.195312 +100 12686.976562 +101 10495.044922 +102 10505.913086 +103 10553.666992 +104 10505.913086 +105 10963.725586 +106 12727.102539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ISS,Prophet,3.1036489009857178,"96 19671.583984 +97 12730.862305 +98 15130.430664 +99 14877.878906 +100 15865.676758 +101 18331.369141 +102 17222.875000 +103 18331.369141 +104 19159.605469 +105 18331.369141 +106 22737.228516 +107 16813.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ITBI,XGBoost,1.3885612487792969,"92 3346.903564 +93 3278.258789 +94 2963.397705 +95 3882.888184 +96 4362.046387 +97 4653.081543 +98 3857.561035 +99 5185.350098 +100 4289.057129 +101 4447.883789 +102 3110.817871 +103 3030.255859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,SARIMAX,0.9807569980621338,"96 330711.09375 +97 372904.34375 +98 372904.34375 +99 354461.68750 +100 378524.28125 +101 354283.75000 +102 355272.28125 +103 381055.96875 +104 344604.15625 +105 343728.84375 +106 345058.28125 +107 371768.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,XGBoost,0.9886372089385986,"96 156059.906250 +97 59545.828125 +98 59460.085938 +99 156197.890625 +100 64092.367188 +101 54427.664062 +102 39163.796875 +103 55171.617188 +104 46181.921875 +105 38693.671875 +106 38693.671875 +107 156197.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,IPTU,SARIMAX,0.8030564785003662,"80 962.074890 +81 5221.779785 +82 1882.176880 +83 2164.896973 +84 27689.074219 +85 27681.363281 +86 27681.363281 +87 27687.283203 +88 48720.503906 +89 33041.648438 +90 33067.667969 +91 33160.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ISS,XGBoost,1.5219078063964844,"96 19504.960938 +97 19504.960938 +98 30257.904297 +99 40295.312500 +100 40295.312500 +101 40295.312500 +102 40295.312500 +103 40295.312500 +104 40295.312500 +105 40295.312500 +106 40295.312500 +107 40295.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ITBI,XGBoost,0.980750322341919,"93 17022.863281 +94 10375.750000 +95 16214.460938 +96 11718.696289 +97 13507.111328 +98 26519.431641 +99 16557.238281 +100 10029.849609 +101 16557.238281 +102 17634.035156 +103 12119.106445 +104 16557.238281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,XGBoost,0.8243799209594727,"96 416538.65625 +97 464760.93750 +98 469795.90625 +99 438987.62500 +100 476687.25000 +101 438987.62500 +102 438987.62500 +103 464760.93750 +104 432862.28125 +105 439675.93750 +106 415693.87500 +107 456354.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,XGBoost,0.9158921241760254,"84 115168.343750 +85 113963.843750 +86 115444.007812 +87 116196.546875 +88 113963.843750 +89 115280.664062 +90 115603.882812 +91 115566.007812 +92 75744.851562 +93 75979.125000 +94 76190.414062 +95 115162.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,IPTU,AR,1.8090386390686035,"96 2.097296e+05 +97 5.733002e+05 +98 2.640129e+06 +99 1.620420e+05 +100 5.604152e+05 +101 1.311566e+05 +102 5.547032e+05 +103 2.086232e+05 +104 6.063108e+05 +105 2.086232e+05 +106 6.080456e+05 +107 1.976956e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ISS,MLP,2.466442584991455,"96 8.796148e+05 +97 9.602746e+05 +98 9.778796e+05 +99 1.019465e+06 +100 1.040810e+06 +101 1.155504e+06 +102 1.216013e+06 +103 1.273694e+06 +104 1.047804e+06 +105 1.315048e+06 +106 1.392782e+06 +107 1.484953e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ITBI,HWES,2.0208425521850586,"96 209318.031250 +97 201761.609375 +98 179217.875000 +99 359773.656250 +100 325523.250000 +101 287482.468750 +102 191509.671875 +103 256395.875000 +104 287482.468750 +105 287418.625000 +106 300476.187500 +107 233064.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,SES,0.8919568061828613,"96 1653230.750 +97 1765600.500 +98 1962893.250 +99 1748467.000 +100 1964195.375 +101 1748467.000 +102 1748467.000 +103 1765600.500 +104 1748467.000 +105 1748467.000 +106 1815890.000 +107 1962893.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,AR,0.9661469459533691,"96 1.611036e+06 +97 5.818912e+05 +98 6.475649e+05 +99 1.439724e+06 +100 6.575513e+05 +101 6.475649e+05 +102 5.896382e+05 +103 4.382198e+05 +104 3.974776e+05 +105 3.974776e+05 +106 3.789274e+05 +107 1.611036e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,IPTU,XGBoost,0.9597876071929932,"96 271903.656250 +97 252323.140625 +98 50438.890625 +99 51598.082031 +100 49645.878906 +101 51834.984375 +102 51834.984375 +103 50305.734375 +104 48386.015625 +105 50305.734375 +106 48188.367188 +107 50080.777344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ISS,SARIMAX,1.060499668121338,"96 87960.218750 +97 87960.218750 +98 87960.218750 +99 87742.273438 +100 102388.062500 +101 102388.062500 +102 102317.328125 +103 102388.062500 +104 102388.062500 +105 102388.062500 +106 102388.062500 +107 102388.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ITBI,Prophet,1.1830973625183105,"96 31532.457031 +97 18549.681641 +98 18549.681641 +99 31390.779297 +100 21621.644531 +101 22653.341797 +102 18644.431641 +103 27925.908203 +104 18125.990234 +105 18621.791016 +106 21410.220703 +107 13525.905273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,SARIMAX,1.8143157958984375,"96 840256.3750 +97 936321.0625 +98 954410.0625 +99 936321.0625 +100 891555.6250 +101 936321.0625 +102 936321.0625 +103 936321.0625 +104 915240.5625 +105 915240.5625 +106 915271.8750 +107 957044.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,MLP,1.2501311302185059,"96 276986.557391 +97 171014.116746 +98 177900.840164 +99 252445.375562 +100 216054.985644 +101 157173.373522 +102 153043.487969 +103 173430.933683 +104 176975.634828 +105 197621.311968 +106 211510.065132 +107 604584.273293 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,IPTU,HWES,1.1023595333099365,"93 4.017782e+05 +94 4.017782e+05 +95 3.905350e+05 +96 6.402561e+05 +97 2.064774e+06 +98 3.912281e+05 +99 3.905350e+05 +100 3.905350e+05 +101 3.905350e+05 +102 3.914928e+05 +103 3.914928e+05 +104 3.912281e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ISS,SARIMAX,0.8375964164733887,"96 483856.0625 +97 563683.7500 +98 498350.5000 +99 483856.0625 +100 498350.5000 +101 498350.5000 +102 498350.5000 +103 498350.5000 +104 483856.0625 +105 498350.5000 +106 483856.0625 +107 483856.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ITBI,HWES,1.015364408493042,"96 311432.93750 +97 264822.87500 +98 268927.31250 +99 321667.34375 +100 283406.68750 +101 268927.31250 +102 302466.12500 +103 271021.09375 +104 293740.75000 +105 316017.09375 +106 196654.34375 +107 290534.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,XGBoost,0.8412461280822754,"96 2520360.25 +97 2614729.50 +98 2562522.00 +99 2475705.25 +100 2519126.50 +101 2475705.25 +102 2475705.25 +103 2459978.50 +104 2475705.25 +105 2475705.25 +106 2475705.25 +107 2562522.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,XGBoost,1.2414696216583252,"96 910999.31250 +97 745788.00000 +98 759546.50000 +99 910999.31250 +100 876492.43750 +101 528403.31250 +102 528403.31250 +103 320818.06250 +104 277789.40625 +105 272273.25000 +106 264140.21875 +107 910999.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,IPTU,SARIMAX,0.9562180042266846,"83 23732.660156 +84 30746.421875 +85 231088.484375 +86 229213.250000 +87 229213.250000 +88 188455.531250 +89 188455.531250 +90 62423.859375 +91 62423.859375 +92 62423.859375 +93 65076.937500 +94 62423.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ISS,SARIMAX,2.6911251544952393,"96 79625.460938 +97 79126.929688 +98 79111.117188 +99 93966.148438 +100 93966.148438 +101 93966.148438 +102 79111.117188 +103 79067.703125 +104 93966.148438 +105 93966.148438 +106 93966.148438 +107 93966.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ITBI,XGBoost,1.6854114532470703,"96 36603.472656 +97 30756.740234 +98 27063.691406 +99 16932.121094 +100 36057.062500 +101 39763.023438 +102 20176.623047 +103 38422.726562 +104 25159.988281 +105 20645.142578 +106 30825.017578 +107 37441.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,XGBoost,0.9812207221984863,"96 9.673717e+05 +97 1.058208e+06 +98 1.080084e+06 +99 1.059797e+06 +100 1.081463e+06 +101 1.099761e+06 +102 1.059797e+06 +103 1.058208e+06 +104 1.059797e+06 +105 1.060785e+06 +106 1.065878e+06 +107 1.080810e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,XGBoost,1.1069245338439941,"96 456061.750000 +97 84876.671875 +98 396483.781250 +99 396732.125000 +100 396483.781250 +101 104219.421875 +102 90400.414062 +103 100874.265625 +104 92002.601562 +105 90877.820312 +106 84876.671875 +107 456061.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,IPTU,HWES,1.639281988143921,"93 25236.755859 +94 29669.660156 +95 36487.074219 +96 98258.898438 +97 27998.000000 +98 54632.781250 +99 57788.234375 +100 57788.234375 +101 60799.773438 +102 49823.945312 +103 43083.890625 +104 60799.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ISS,MLP,1.9406311511993408,"96 234559.584778 +97 256344.392348 +98 280277.045305 +99 308038.497898 +100 338169.674904 +101 365535.536963 +102 396952.222063 +103 436181.394239 +104 480523.313782 +105 526367.055713 +106 565576.410052 +107 615376.552480 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ITBI,XGBoost,1.0234503746032715,"96 55410.726562 +97 55706.253906 +98 68700.640625 +99 57723.933594 +100 61419.632812 +101 68520.257812 +102 55706.253906 +103 56659.335938 +104 74345.812500 +105 74264.695312 +106 56783.296875 +107 56215.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,SARIMAX,1.1464638710021973,"96 1073471.00 +97 1277669.00 +98 1274806.75 +99 1269913.25 +100 1275590.25 +101 1272775.25 +102 1269913.25 +103 1274806.75 +104 1269913.25 +105 1228869.50 +106 1228869.50 +107 1339097.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,MLP,0.9450664520263672,"96 479819.456050 +97 224271.850233 +98 266020.340142 +99 427772.285850 +100 367215.771968 +101 263641.148075 +102 255843.950943 +103 268927.913814 +104 284104.063046 +105 308929.622577 +106 338260.005147 +107 915779.657421 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,IPTU,XGBoost,1.25411057472229,"80 1695.827515 +81 1750.884399 +82 1086.599609 +83 1809.915283 +84 2353.540039 +85 530.408325 +86 486.487488 +87 486.487488 +88 -230.040283 +89 -280.379456 +90 -230.040283 +91 -458.261353 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ISS,SARIMAX,1.424044132232666,"96 35464.445312 +97 30047.169922 +98 28294.814453 +99 30626.083984 +100 38910.167969 +101 38445.105469 +102 30047.169922 +103 28613.525391 +104 23978.949219 +105 30047.169922 +106 30047.169922 +107 23978.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ITBI,XGBoost,0.9828050136566162,"93 6042.671875 +94 7214.543945 +95 3857.131348 +96 5751.231934 +97 3857.131348 +98 7396.620117 +99 1924.555054 +100 7352.212402 +101 7995.408691 +102 2892.808594 +103 9487.884766 +104 9487.884766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,SARIMAX,0.9033613204956055,"96 541979.5000 +97 588138.5625 +98 587605.5625 +99 563599.7500 +100 589358.5000 +101 563599.7500 +102 563599.7500 +103 589891.4375 +104 573271.2500 +105 567241.8750 +106 567241.8750 +107 646373.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,SARIMAX,1.2093114852905273,"95 126333.507812 +96 18620.837891 +97 25633.904297 +98 26145.861328 +99 24969.962891 +100 16628.320312 +101 13601.265625 +102 13934.219727 +103 13658.467773 +104 12019.114258 +105 10504.483398 +106 133841.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,SARIMAX,1.5773077011108398,"86 3053.940430 +87 5954.472656 +88 2243.321533 +89 2303.407715 +90 38322.359375 +91 102304.671875 +92 2006.613892 +93 2301.365234 +94 2011.677124 +95 2011.677124 +96 2025.196045 +97 2079.687256 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ISS,XGBoost,1.7138841152191162,"96 21637.335938 +97 20746.738281 +98 20675.583984 +99 20675.583984 +100 20696.205078 +101 20704.558594 +102 20696.205078 +103 20704.558594 +104 20746.738281 +105 20467.509766 +106 20674.449219 +107 20467.509766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,XGBoost,3.2538349628448486,"92 31891.609375 +93 48024.164062 +94 45258.429688 +95 17179.093750 +96 17179.093750 +97 45258.429688 +98 48024.164062 +99 17179.093750 +100 31696.158203 +101 17164.640625 +102 17459.667969 +103 10165.276367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8857183456420898,"96 491953.0625 +97 625958.5625 +98 625958.5625 +99 544311.1875 +100 625958.5625 +101 626276.1250 +102 544311.1875 +103 544311.1875 +104 627144.6875 +105 545179.8125 +106 519897.7500 +107 625958.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9578442573547363,"95 145173.093750 +96 261883.359375 +97 254945.671875 +98 254945.671875 +99 254945.671875 +100 42169.851562 +101 42132.718750 +102 42210.542969 +103 42210.542969 +104 41702.273438 +105 42210.542969 +106 138119.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,IPTU,SARIMAX,2.369856119155884,"88 6182.060547 +89 8802.444336 +90 17737.873047 +91 12002.032227 +92 12005.771484 +93 10150.416992 +94 48754.972656 +95 46813.953125 +96 11624.660156 +97 10173.828125 +98 15082.367188 +99 11758.716797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ISS,MLP,3.7114834785461426,"96 18273.012170 +97 19467.387849 +98 21306.680443 +99 24105.000817 +100 26541.186797 +101 29099.697652 +102 31737.677657 +103 34937.469400 +104 37474.115019 +105 40405.195055 +106 45543.962902 +107 48383.628343 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ITBI,XGBoost,1.594235897064209,"96 25056.613281 +97 6498.442383 +98 62588.433594 +99 23805.128906 +100 34551.535156 +101 26866.259766 +102 2896.128174 +103 5433.856934 +104 1695.851807 +105 9153.170898 +106 16969.294922 +107 18171.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,MLP,1.0191197395324707,"96 8.414680e+05 +97 8.493867e+05 +98 8.550540e+05 +99 8.710833e+05 +100 8.684661e+05 +101 8.885014e+05 +102 9.060938e+05 +103 9.225078e+05 +104 9.458850e+05 +105 9.723536e+05 +106 1.003131e+06 +107 1.021020e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,MLP,1.830944538116455,"95 119623.134414 +96 54623.902710 +97 62270.984940 +98 101329.538713 +99 86932.575224 +100 59080.965088 +101 60070.500503 +102 60070.026175 +103 64222.910288 +104 70177.147365 +105 78385.743839 +106 186089.309804 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,IPTU,XGBoost,1.2238235473632812,"89 34037.480469 +90 32615.347656 +91 131478.515625 +92 47779.132812 +93 47819.578125 +94 18568.164062 +95 18568.164062 +96 129142.914062 +97 177426.218750 +98 177397.546875 +99 140669.937500 +100 47789.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ISS,SARIMAX,0.9787757396697998,"96 70766.148438 +97 70766.148438 +98 71329.898438 +99 64505.187500 +100 71329.898438 +101 63636.652344 +102 71329.898438 +103 71329.898438 +104 70977.539062 +105 71329.898438 +106 71329.898438 +107 71329.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ITBI,SARIMAX,3.091021776199341,"94 15360.007812 +95 8383.886719 +96 9164.602539 +97 8078.488281 +98 9164.602539 +99 12529.786133 +100 12409.775391 +101 11943.528320 +102 14515.707031 +103 9164.602539 +104 9165.583984 +105 9164.602539 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,XGBoost,0.9813117980957031,"96 335660.84375 +97 334286.06250 +98 327360.65625 +99 323684.40625 +100 399866.21875 +101 331806.15625 +102 363096.00000 +103 359847.25000 +104 361335.31250 +105 361335.31250 +106 348727.12500 +107 358554.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,XGBoost,2.470285654067993,"96 264119.718750 +97 194868.421875 +98 194868.421875 +99 194868.421875 +100 194868.421875 +101 81893.429688 +102 81893.429688 +103 81893.429688 +104 36264.925781 +105 80210.726562 +106 80210.726562 +107 264119.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,IPTU,SARIMAX,1.0390682220458984,"92 23006.677734 +93 16660.976562 +94 17142.251953 +95 15751.584961 +96 17144.705078 +97 30485.794922 +98 186922.265625 +99 16117.081055 +100 77010.335938 +101 17440.541016 +102 25421.505859 +103 15509.534180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ISS,SARIMAX,1.0004682540893555,"96 171382.156250 +97 163401.250000 +98 163401.250000 +99 164842.234375 +100 145011.140625 +101 163401.250000 +102 163401.250000 +103 163401.250000 +104 164842.234375 +105 164842.234375 +106 153529.562500 +107 153529.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ITBI,SES,1.8146071434020996,"90 41400.152344 +91 24984.783203 +92 27019.837891 +93 51620.648438 +94 23849.765625 +95 23849.765625 +96 23777.718750 +97 23368.800781 +98 23082.566406 +99 22266.308594 +100 23082.566406 +101 18678.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,MLP,0.918464183807373,"90 831315.705332 +91 802113.022045 +92 801175.185892 +93 823998.131121 +94 842488.534794 +95 846094.581898 +96 834515.653961 +97 869629.779368 +98 892585.177237 +99 908345.266226 +100 941311.586495 +101 950379.972880 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,AR,1.0672478675842285,"90 9504.703125 +91 9057.347656 +92 8735.884766 +93 7349.233398 +94 9057.347656 +95 221920.734375 +96 167798.375000 +97 60904.062500 +98 126807.046875 +99 221920.734375 +100 126944.875000 +101 40897.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,AR,1.1391372680664062,"73 1173.758667 +74 992.878174 +75 851.225952 +76 1236.859497 +77 992.878174 +78 1236.859497 +79 959.847656 +80 636.548767 +81 52112.226562 +82 2756.580078 +83 2418.669922 +84 3095.096924 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,XGBoost,0.9315996170043945,"96 31735.132812 +97 23458.931641 +98 23498.791016 +99 23489.498047 +100 23498.791016 +101 23443.394531 +102 23489.498047 +103 23489.498047 +104 23498.791016 +105 23498.791016 +106 23498.791016 +107 23498.791016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,AR,1.4562256336212158,"94 11019.402344 +95 10673.971680 +96 11789.812500 +97 10747.067383 +98 10487.286133 +99 10789.767578 +100 10615.862305 +101 14303.763672 +102 9481.897461 +103 17882.445312 +104 14954.669922 +105 18313.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,XGBoost,0.9922997951507568,"96 510667.50000 +97 577068.43750 +98 589129.00000 +99 577068.43750 +100 606780.00000 +101 555587.75000 +102 577068.43750 +103 577068.43750 +104 551492.31250 +105 491059.03125 +106 503394.28125 +107 539690.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,MLP,0.9134659767150879,"89 85623.398483 +90 132268.347718 +91 133545.972773 +92 117859.131596 +93 141143.621984 +94 179302.993457 +95 196658.130858 +96 230706.772031 +97 272337.562458 +98 330623.517060 +99 401178.152936 +100 523486.220059 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,IPTU,SARIMAX,2.827038526535034,"95 3471.593262 +96 20127.503906 +97 89992.179688 +98 35019.734375 +99 37630.875000 +100 27719.667969 +101 13445.109375 +102 -901.013062 +103 171.126129 +104 -901.013062 +105 2370.646484 +106 -975.678101 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ISS,MLP,1.094538927078247,"96 208500.393529 +97 208963.126772 +98 204435.600836 +99 204562.948673 +100 195334.311194 +101 203405.030478 +102 198113.883120 +103 209092.379665 +104 215376.328818 +105 215140.590362 +106 231010.479919 +107 234020.699979 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ITBI,SES,1.2816641330718994,"94 74642.343750 +95 48145.000000 +96 45812.761719 +97 45868.121094 +98 48764.519531 +99 48544.855469 +100 52648.406250 +101 48544.855469 +102 46514.269531 +103 48544.855469 +104 53586.539062 +105 53586.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,XGBoost,0.8428082466125488,"96 1.064846e+06 +97 1.112600e+06 +98 1.240112e+06 +99 1.020307e+06 +100 1.189294e+06 +101 1.090209e+06 +102 1.020307e+06 +103 1.112600e+06 +104 1.052562e+06 +105 1.058655e+06 +106 1.058882e+06 +107 1.240112e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,XGBoost,1.042804479598999,"96 262068.328125 +97 101054.921875 +98 185834.093750 +99 266095.656250 +100 185834.093750 +101 101054.921875 +102 68072.796875 +103 62073.382812 +104 62646.562500 +105 62646.562500 +106 61025.304688 +107 253151.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,IPTU,SARIMAX,1.0247294902801514,"89 2686.527832 +90 13976.787109 +91 487829.656250 +92 14396.100586 +93 15602.858398 +94 25621.421875 +95 12250.087891 +96 14659.510742 +97 1039.922729 +98 15602.858398 +99 16034.072266 +100 22959.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ISS,MLP,0.9328486919403076,"96 63945.155242 +97 62435.875089 +98 66513.992019 +99 69916.875988 +100 70443.677853 +101 69797.295943 +102 74523.299231 +103 83969.157650 +104 83482.935059 +105 88903.798934 +106 95122.602031 +107 97142.230409 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ITBI,XGBoost,0.8090000152587891,"96 13122.462891 +97 12479.191406 +98 12479.191406 +99 13688.918945 +100 14406.524414 +101 17547.240234 +102 17755.416016 +103 20052.357422 +104 20052.357422 +105 25993.964844 +106 19746.419922 +107 23816.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,SES,0.8823444843292236,"96 757011.8750 +97 886029.5625 +98 896201.1875 +99 718014.7500 +100 898833.9375 +101 717487.9375 +102 717487.9375 +103 821086.5000 +104 756582.5000 +105 757579.1875 +106 767939.6250 +107 896201.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,AR,1.6576108932495117,"96 598197.937500 +97 175834.843750 +98 172303.218750 +99 172303.218750 +100 207366.734375 +101 175845.734375 +102 78410.726562 +103 78410.726562 +104 78971.281250 +105 78477.664062 +106 78857.617188 +107 598197.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,IPTU,SARIMAX,1.2331500053405762,"90 9919.399414 +91 11573.451172 +92 10030.018555 +93 4415.969727 +94 5776.587402 +95 5051.633789 +96 3612.898193 +97 2586.814453 +98 4840.569336 +99 4919.447754 +100 5004.044434 +101 4415.969727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ISS,AR,0.8931128978729248,"96 24274.083984 +97 18610.375000 +98 19749.375000 +99 25402.480469 +100 90421.101562 +101 90421.101562 +102 90421.101562 +103 90421.101562 +104 90421.101562 +105 90421.101562 +106 90421.101562 +107 90421.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ITBI,XGBoost,1.3623127937316895,"70 4596.844238 +71 9135.559570 +72 4013.343018 +73 4246.526367 +74 4859.596680 +75 5441.459473 +76 3606.765625 +77 5826.534180 +78 4058.231934 +79 10663.211914 +80 747.219788 +81 3741.355225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,XGBoost,1.0866045951843262,"96 311698.96875 +97 344047.09375 +98 348394.03125 +99 344047.09375 +100 353255.09375 +101 344047.09375 +102 342646.09375 +103 342646.09375 +104 342646.09375 +105 310115.50000 +106 316015.28125 +107 344929.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,XGBoost,1.1510183811187744,"95 91727.093750 +96 67213.609375 +97 67213.609375 +98 57558.347656 +99 92087.390625 +100 38041.609375 +101 16839.632812 +102 38041.609375 +103 18862.824219 +104 12327.454102 +105 10203.586914 +106 90238.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,IPTU,SARIMAX,1.024794101715088,"96 438437.875 +97 527548.375 +98 3111386.750 +99 527548.375 +100 527548.375 +101 527548.375 +102 527548.375 +103 527548.375 +104 533529.250 +105 533529.250 +106 533529.250 +107 527548.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ISS,MLP,0.8523974418640137,"96 1.185307e+06 +97 1.215234e+06 +98 1.232266e+06 +99 1.238548e+06 +100 1.255228e+06 +101 1.264042e+06 +102 1.284337e+06 +103 1.287642e+06 +104 1.300767e+06 +105 1.320642e+06 +106 1.347204e+06 +107 1.358274e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ITBI,SES,0.8981935977935791,"96 602210.1250 +97 599205.6250 +98 607675.0625 +99 652592.9375 +100 652592.9375 +101 620212.1875 +102 607675.0625 +103 607675.0625 +104 652920.6250 +105 652920.6250 +106 598496.4375 +107 639122.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,SARIMAX,0.964425802230835,"96 4852837.0 +97 5750440.5 +98 5549348.5 +99 5750440.5 +100 5370677.5 +101 5750440.5 +102 5719865.0 +103 5719865.0 +104 5709990.5 +105 5709990.5 +106 5179723.5 +107 5635800.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,XGBoost,1.0855128765106201,"96 2.273210e+06 +97 9.994675e+05 +98 1.444442e+06 +99 2.251347e+06 +100 2.251347e+06 +101 1.444442e+06 +102 8.587214e+05 +103 6.041611e+05 +104 4.074871e+05 +105 3.326481e+05 +106 3.082022e+05 +107 2.273210e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,AR,2.0868542194366455,"96 4.653620e+06 +97 4.653620e+06 +98 4.359026e+06 +99 4.608778e+06 +100 4.608778e+06 +101 1.191444e+06 +102 1.165872e+06 +103 1.169349e+06 +104 9.509716e+05 +105 9.039889e+05 +106 9.186159e+05 +107 1.164800e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ISS,MLP,1.877671718597412,"96 2.078035e+06 +97 2.150406e+06 +98 2.181895e+06 +99 2.241249e+06 +100 2.288650e+06 +101 2.307201e+06 +102 2.365662e+06 +103 2.348903e+06 +104 2.409505e+06 +105 2.457837e+06 +106 2.521228e+06 +107 2.531483e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,MLP,0.9358491897583008,"96 497101.169531 +97 514461.547112 +98 532942.190425 +99 550983.513952 +100 572689.617176 +101 603403.804384 +102 630944.696416 +103 662367.237539 +104 693297.550830 +105 709797.180068 +106 729527.878227 +107 749249.878201 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0019910335540771,"96 6395136.5 +97 7082492.0 +98 6941111.5 +99 7082492.0 +100 6943032.5 +101 6766796.0 +102 6957183.0 +103 7117501.0 +104 6801805.5 +105 6801805.5 +106 6738379.0 +107 6961480.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9571573734283447,"96 2.510022e+06 +97 1.899206e+06 +98 2.084508e+06 +99 3.504782e+06 +100 2.510022e+06 +101 1.899206e+06 +102 1.408868e+06 +103 1.186080e+06 +104 5.494031e+05 +105 4.891131e+05 +106 4.875541e+05 +107 3.504782e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,IPTU,SARIMAX,1.0391590595245361,"92 1891.884888 +93 21270.820312 +94 43033.375000 +95 4122.876953 +96 1090.938721 +97 1090.938721 +98 1044.168579 +99 681.363586 +100 681.363586 +101 1168.321655 +102 1090.938721 +103 681.363586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ISS,MLP,2.7504360675811768,"96 21967.615339 +97 24173.418999 +98 26148.780319 +99 27351.823761 +100 28965.389214 +101 28819.648864 +102 31131.385278 +103 32703.356121 +104 34445.579608 +105 37595.035365 +106 37745.489011 +107 40727.142684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ITBI,SARIMAX,1.8355586528778076,"93 9980.994141 +94 8685.844727 +95 14963.688477 +96 8935.685547 +97 21037.574219 +98 11548.565430 +99 14934.391602 +100 14934.391602 +101 13155.177734 +102 13097.262695 +103 14901.541992 +104 14966.502930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,XGBoost,0.9893691539764404,"96 351266.71875 +97 366261.18750 +98 414017.31250 +99 366261.18750 +100 414017.31250 +101 366261.18750 +102 366261.18750 +103 366261.18750 +104 365269.28125 +105 364629.78125 +106 364629.78125 +107 414017.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,XGBoost,1.263991117477417,"96 110367.476562 +97 54408.382812 +98 55481.007812 +99 110367.476562 +100 143735.578125 +101 55481.007812 +102 50510.304688 +103 50401.187500 +104 49893.714844 +105 49968.839844 +106 49893.714844 +107 143795.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,IPTU,AR,1.0919528007507324,"84 19882.517578 +85 38262.515625 +86 35298.726562 +87 39810.976562 +88 38722.246094 +89 36226.257812 +90 38247.730469 +91 37551.949219 +92 107569.179688 +93 75552.882812 +94 75871.390625 +95 76286.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ISS,MLP,1.2140917778015137,"88 36922.233053 +89 37913.232636 +90 38664.555298 +91 39240.974557 +92 39938.019273 +93 40791.605867 +94 41800.754487 +95 42680.360959 +96 43487.050151 +97 44379.648297 +98 44754.043333 +99 45577.309891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ITBI,SARIMAX,1.488842487335205,"84 10814.748047 +85 5995.836426 +86 18028.916016 +87 9345.315430 +88 10569.344727 +89 5117.564453 +90 19046.535156 +91 7750.295898 +92 9570.190430 +93 9606.404297 +94 23518.511719 +95 9634.864258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,Prophet,0.9274532794952393,"88 690902.6875 +89 693530.6875 +90 707853.5625 +91 689161.8750 +92 707853.5625 +93 697436.8750 +94 697436.8750 +95 693530.6875 +96 688639.4375 +97 688440.9375 +98 692066.0000 +99 711982.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,SARIMAX,0.8025059700012207,"88 155524.281250 +89 61564.785156 +90 73034.109375 +91 139878.296875 +92 73034.109375 +93 47324.433594 +94 47324.433594 +95 47324.433594 +96 47324.433594 +97 46186.539062 +98 46186.539062 +99 155524.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,IPTU,HWES,1.5024893283843994,"92 314583.718750 +93 36263.316406 +94 52235.828125 +95 33131.804688 +96 132104.375000 +97 24427.496094 +98 33202.988281 +99 26682.927734 +100 31517.339844 +101 21324.478516 +102 17537.980469 +103 24866.869141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ISS,XGBoost,1.0508053302764893,"96 54686.941406 +97 40756.574219 +98 40137.117188 +99 37587.242188 +100 30868.169922 +101 36685.738281 +102 30868.169922 +103 30868.169922 +104 36685.738281 +105 37218.699219 +106 33643.328125 +107 52210.785156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ITBI,MLP,0.81003737449646,"96 174532.337592 +97 199699.356807 +98 224341.010265 +99 242238.890224 +100 258427.310485 +101 283768.539552 +102 290893.948642 +103 327115.447472 +104 365737.703063 +105 379268.341750 +106 425117.603036 +107 471323.215431 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,SES,0.9948327541351318,"96 1222327.375 +97 1233414.625 +98 1372204.125 +99 1238049.375 +100 1374972.375 +101 1238049.375 +102 1238049.375 +103 1233414.625 +104 1228462.500 +105 1219948.000 +106 1209320.875 +107 1372204.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,SARIMAX,0.9463775157928467,"94 214455.546875 +95 125790.937500 +96 148508.093750 +97 146802.796875 +98 214455.546875 +99 102966.703125 +100 66845.554688 +101 75745.062500 +102 71610.085938 +103 71635.289062 +104 71833.804688 +105 214455.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,IPTU,SARIMAX,1.2741999626159668,"95 29288.113281 +96 75780.734375 +97 86993.703125 +98 354406.875000 +99 27407.962891 +100 32487.832031 +101 32489.546875 +102 32248.312500 +103 31714.568359 +104 31475.046875 +105 32067.621094 +106 28222.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,0.912431001663208,"96 65023.039062 +97 63910.429688 +98 59468.488281 +99 64738.875000 +100 65623.273438 +101 60215.355469 +102 59184.324219 +103 59184.324219 +104 65623.273438 +105 62221.277344 +106 60215.355469 +107 60215.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ITBI,SES,1.0303399562835693,"96 27644.628906 +97 17036.664062 +98 15502.206055 +99 16997.396484 +100 15782.792969 +101 15502.206055 +102 16076.627930 +103 15502.206055 +104 16290.754883 +105 15707.095703 +106 16100.354492 +107 15986.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,XGBoost,0.8217320442199707,"96 9.025451e+05 +97 1.030871e+06 +98 1.039110e+06 +99 1.001338e+06 +100 1.044056e+06 +101 1.001338e+06 +102 1.003319e+06 +103 1.032852e+06 +104 1.003319e+06 +105 9.748437e+05 +106 9.783811e+05 +107 1.059824e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,SARIMAX,0.9880568981170654,"95 384704.375000 +96 259002.750000 +97 263629.812500 +98 383359.281250 +99 383965.562500 +100 142787.921875 +101 136337.593750 +102 109762.367188 +103 89307.976562 +104 86823.781250 +105 89307.976562 +106 384704.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,IPTU,SARIMAX,3.214911460876465,"96 169539664.0 +97 10945173.0 +98 36232912.0 +99 36875452.0 +100 36875452.0 +101 36875452.0 +102 36786796.0 +103 36786796.0 +104 36786796.0 +105 36786796.0 +106 36012544.0 +107 36044440.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ISS,MLP,1.0155274868011475,"96 1.278371e+08 +97 1.242964e+08 +98 1.269451e+08 +99 1.299273e+08 +100 1.323499e+08 +101 1.353843e+08 +102 1.371119e+08 +103 1.398265e+08 +104 1.419847e+08 +105 1.442145e+08 +106 1.457297e+08 +107 1.488228e+08 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ITBI,XGBoost,0.9787611961364746,"96 23015146.0 +97 23015146.0 +98 29250190.0 +99 22831994.0 +100 29211548.0 +101 29250190.0 +102 29211548.0 +103 29119172.0 +104 29119172.0 +105 29119172.0 +106 23046118.0 +107 29157814.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,XGBoost,0.9720489978790283,"96 53859776.0 +97 63015380.0 +98 62505404.0 +99 63199280.0 +100 66728432.0 +101 57069128.0 +102 57682924.0 +103 58530904.0 +104 65083268.0 +105 59656604.0 +106 60792372.0 +107 54431896.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,SARIMAX,1.0259220600128174,"96 78592240.0 +97 32039928.0 +98 32039928.0 +99 78592240.0 +100 44983744.0 +101 28227552.0 +102 25250074.0 +103 18852994.0 +104 15021215.0 +105 14013188.0 +106 12537015.0 +107 78592240.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,XGBoost,1.8304548263549805,"96 3266.230225 +97 3266.230225 +98 3316.064941 +99 3316.064941 +100 21823.943359 +101 3173.636963 +102 3316.064941 +103 3173.636963 +104 3291.307129 +105 3316.064941 +106 3248.573730 +107 3266.230225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ISS,MLP,1.6588215827941895,"96 8243.387573 +97 8163.856683 +98 8325.978450 +99 9622.156250 +100 9839.227494 +101 10762.023493 +102 11359.561186 +103 12196.052478 +104 13319.538344 +105 14820.286316 +106 14902.686708 +107 18144.215242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,Prophet,2.382319688796997,"90 11513.989258 +91 935.175293 +92 9224.946289 +93 13892.672852 +94 14002.198242 +95 16142.235352 +96 21900.199219 +97 15953.206055 +98 22293.566406 +99 9418.432617 +100 22588.416016 +101 22318.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,SARIMAX,0.8493590354919434,"96 227540.171875 +97 228022.953125 +98 263061.562500 +99 226516.328125 +100 263061.562500 +101 229194.671875 +102 231191.859375 +103 228022.953125 +104 229455.609375 +105 231195.859375 +106 231195.859375 +107 263061.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,XGBoost,1.8211462497711182,"94 21590.593750 +95 14510.085938 +96 21590.593750 +97 28283.113281 +98 27963.001953 +99 19914.117188 +100 7732.679199 +101 7925.142090 +102 1511.133423 +103 8113.443359 +104 8352.230469 +105 17139.830078 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,IPTU,HWES,1.046494483947754,"96 7960.369141 +97 16761.734375 +98 117338.570312 +99 223589.125000 +100 139213.343750 +101 29170.351562 +102 20469.582031 +103 29170.351562 +104 27893.121094 +105 19672.439453 +106 24343.871094 +107 24169.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ISS,SARIMAX,0.8427004814147949,"96 57923.695312 +97 57923.695312 +98 58781.968750 +99 58781.968750 +100 58703.496094 +101 58703.496094 +102 58703.496094 +103 58703.496094 +104 58703.496094 +105 58703.496094 +106 58743.066406 +107 58781.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ITBI,SARIMAX,1.0580132007598877,"96 44164.195312 +97 50633.523438 +98 47198.089844 +99 41358.742188 +100 44288.242188 +101 28801.617188 +102 30124.535156 +103 30944.353516 +104 29621.435547 +105 34627.878906 +106 42905.582031 +107 33808.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,XGBoost,0.8673563003540039,"96 707855.8125 +97 851943.9375 +98 846340.5625 +99 851943.9375 +100 833552.3125 +101 852664.5000 +102 813774.1250 +103 816196.8125 +104 816805.8750 +105 759138.7500 +106 759134.6250 +107 808102.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,XGBoost,1.2941575050354004,"96 306043.750000 +97 87310.718750 +98 153473.093750 +99 284498.968750 +100 231203.125000 +101 60858.703125 +102 48125.621094 +103 45178.464844 +104 45178.464844 +105 46189.546875 +106 39023.152344 +107 324540.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,IPTU,AR,1.3803954124450684,"96 1.341814e+06 +97 6.310756e+06 +98 1.330112e+06 +99 1.170646e+06 +100 9.412298e+05 +101 1.330112e+06 +102 9.571564e+05 +103 9.571564e+05 +104 9.571564e+05 +105 9.571564e+05 +106 1.116587e+06 +107 9.726304e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ISS,MLP,0.9246296882629395,"96 1.676299e+06 +97 1.717449e+06 +98 1.766786e+06 +99 1.820340e+06 +100 1.874913e+06 +101 1.913704e+06 +102 1.882096e+06 +103 1.929581e+06 +104 1.972833e+06 +105 2.019582e+06 +106 2.071017e+06 +107 2.124125e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ITBI,SARIMAX,1.4000914096832275,"96 1393775.250 +97 1397171.750 +98 1392024.750 +99 1392024.750 +100 1393775.250 +101 1396394.375 +102 1392024.750 +103 1402128.625 +104 1402128.625 +105 1397171.750 +106 1390223.000 +107 1402128.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,XGBoost,1.8988761901855469,"96 5267838.0 +97 5306215.5 +98 5243640.0 +99 5202557.5 +100 5301028.5 +101 5267838.0 +102 5202557.5 +103 5240934.5 +104 5202557.5 +105 4994878.5 +106 4769359.0 +107 5132390.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,XGBoost,1.7116546630859375,"96 2.850704e+06 +97 1.173136e+06 +98 1.481094e+06 +99 2.817167e+06 +100 2.817167e+06 +101 1.111577e+06 +102 1.094029e+06 +103 8.972805e+05 +104 8.375413e+05 +105 5.783691e+05 +106 5.783691e+05 +107 2.850704e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,IPTU,SARIMAX,1.018237590789795,"96 2.894153e+05 +97 4.136608e+05 +98 2.635447e+06 +99 2.635447e+06 +100 6.708581e+05 +101 6.708581e+05 +102 6.198142e+05 +103 6.708581e+05 +104 6.708581e+05 +105 6.708581e+05 +106 6.708581e+05 +107 4.647155e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ISS,MLP,3.449310541152954,"96 1.133099e+06 +97 1.217657e+06 +98 1.310659e+06 +99 1.412489e+06 +100 1.531943e+06 +101 1.626976e+06 +102 1.788710e+06 +103 1.934144e+06 +104 2.088919e+06 +105 2.264795e+06 +106 2.520863e+06 +107 2.488330e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ITBI,SARIMAX,2.6059300899505615,"96 382708.312500 +97 315959.125000 +98 315731.625000 +99 221019.328125 +100 316259.937500 +101 315403.281250 +102 314133.906250 +103 221019.328125 +104 316002.093750 +105 315731.625000 +106 314133.906250 +107 221019.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,SARIMAX,0.9873347282409668,"96 2058702.375 +97 1962026.375 +98 2145703.500 +99 2129762.500 +100 2209636.250 +101 2128586.750 +102 2128586.750 +103 1657853.875 +104 1979998.500 +105 1962026.375 +106 2053951.125 +107 2109645.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,SARIMAX,2.4954833984375,"96 1.200985e+06 +97 5.831077e+05 +98 8.934956e+05 +99 1.200985e+06 +100 1.193770e+06 +101 5.528011e+05 +102 3.748175e+05 +103 3.545123e+05 +104 2.233353e+05 +105 9.391957e+04 +106 1.025367e+05 +107 2.704280e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,IPTU,XGBoost,1.1930737495422363,"96 2339906.50 +97 22604262.00 +98 2339906.50 +99 2279954.25 +100 2279954.25 +101 1872617.75 +102 2279954.25 +103 2279954.25 +104 1872617.75 +105 1872617.75 +106 2231888.75 +107 2339906.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ISS,MLP,0.981114387512207,"96 4.177895e+06 +97 4.242650e+06 +98 4.325389e+06 +99 4.455056e+06 +100 4.603215e+06 +101 4.735402e+06 +102 4.872990e+06 +103 5.046935e+06 +104 5.185545e+06 +105 5.323042e+06 +106 5.468145e+06 +107 5.663132e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ITBI,MLP,1.049548864364624,"96 1.339448e+06 +97 1.374873e+06 +98 1.411296e+06 +99 1.449105e+06 +100 1.483843e+06 +101 1.505660e+06 +102 1.551625e+06 +103 1.572755e+06 +104 1.626010e+06 +105 1.680771e+06 +106 1.728273e+06 +107 1.783359e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,SARIMAX,0.891655445098877,"96 5877014.0 +97 6690573.5 +98 6545851.0 +99 6241870.0 +100 6584341.5 +101 6251242.0 +102 6251242.0 +103 6690573.5 +104 6230753.0 +105 5612473.0 +106 5802813.5 +107 6545851.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,AR,4.682990312576294,"96 8458765.00 +97 5215897.00 +98 5215897.00 +99 8458765.00 +100 5215897.00 +101 3515840.50 +102 3515840.50 +103 3194332.50 +104 2986064.25 +105 2663718.75 +106 2577683.00 +107 8458765.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,IPTU,SARIMAX,1.8110074996948242,"91 -2561.661377 +92 -4907.992676 +93 670.823242 +94 9029.278320 +95 220760.046875 +96 7099.125977 +97 14114.582031 +98 3041.509033 +99 3601.682129 +100 657.865784 +101 -805.139099 +102 -464.711121 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ISS,XGBoost,0.8866391181945801,"96 37970.652344 +97 34011.617188 +98 30731.812500 +99 31262.646484 +100 31008.066406 +101 30941.320312 +102 31665.826172 +103 29293.068359 +104 29718.619141 +105 29087.126953 +106 36973.242188 +107 36973.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ITBI,MLP,1.0387356281280518,"93 31682.214747 +94 30587.878376 +95 32475.734600 +96 34453.713400 +97 29468.369157 +98 33313.959726 +99 27925.097812 +100 31984.116958 +101 35748.048003 +102 35201.045902 +103 37615.735874 +104 42009.049413 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,SES,3.161442279815674,"96 507317.18750 +97 462608.59375 +98 576754.31250 +99 462608.59375 +100 596102.12500 +101 462249.34375 +102 461212.00000 +103 461986.00000 +104 460172.46875 +105 460172.46875 +106 475411.50000 +107 574114.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,XGBoost,2.0109353065490723,"95 176509.468750 +96 66765.195312 +97 120851.101562 +98 176509.468750 +99 120851.101562 +100 41233.320312 +101 53335.828125 +102 41233.320312 +103 38331.425781 +104 79155.085938 +105 38327.566406 +106 176509.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,IPTU,SARIMAX,1.2596771717071533,"96 34630612.0 +97 5558491.5 +98 5558491.5 +99 5558491.5 +100 5558491.5 +101 5558491.5 +102 5690883.5 +103 5618036.0 +104 5690883.5 +105 3429298.0 +106 3429298.0 +107 32648060.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ISS,MLP,1.0037870407104492,"96 1.198387e+07 +97 1.217003e+07 +98 1.234954e+07 +99 1.250932e+07 +100 1.264808e+07 +101 1.280221e+07 +102 1.293633e+07 +103 1.304632e+07 +104 1.315989e+07 +105 1.327742e+07 +106 1.342569e+07 +107 1.357864e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ITBI,HWES,1.0337498188018799,"96 2841123.25 +97 3365090.50 +98 3432302.25 +99 3454882.25 +100 3455732.75 +101 3455732.75 +102 3274105.50 +103 3668520.25 +104 3522734.50 +105 3522734.50 +106 3491168.25 +107 3522734.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,SES,1.913121223449707,"96 48147688.0 +97 50296500.0 +98 53229776.0 +99 49340556.0 +100 56823476.0 +101 49180964.0 +102 48065472.0 +103 48968072.0 +104 42185616.0 +105 43292484.0 +106 43203440.0 +107 42168132.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,XGBoost,1.402982473373413,"96 14027830.00 +97 6525039.50 +98 7741569.50 +99 14257288.00 +100 12113029.00 +101 5889169.50 +102 5116064.00 +103 4245319.50 +104 3008186.25 +105 3013732.75 +106 2258601.75 +107 12882740.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,IPTU,XGBoost,1.3799166679382324,"96 3888580.00 +97 17906608.00 +98 3719802.25 +99 4176475.00 +100 6823524.00 +101 3175879.50 +102 3547625.00 +103 3491169.00 +104 4134564.50 +105 4124935.25 +106 4199589.50 +107 3743525.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ISS,MLP,0.9237005710601807,"96 1.246557e+06 +97 1.296203e+06 +98 1.342943e+06 +99 1.393579e+06 +100 1.445804e+06 +101 1.500248e+06 +102 1.554975e+06 +103 1.615329e+06 +104 1.680086e+06 +105 1.759711e+06 +106 1.823230e+06 +107 1.870296e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ITBI,XGBoost,1.0433790683746338,"96 2085049.250 +97 2000265.125 +98 1950680.625 +99 2317993.000 +100 1950680.625 +101 2263038.000 +102 2317993.000 +103 2263038.000 +104 2076364.375 +105 2085049.250 +106 2263038.000 +107 2263038.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,MLP,0.8743834495544434,"96 699429.116704 +97 712233.447206 +98 719459.523796 +99 728977.776805 +100 734895.116970 +101 743339.182890 +102 757597.154056 +103 771841.272768 +104 788263.500798 +105 804663.638123 +106 824657.525285 +107 843978.300742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,XGBoost,0.9334475994110107,"96 760814.750000 +97 527408.375000 +98 576461.750000 +99 760814.750000 +100 760814.750000 +101 507321.312500 +102 244673.390625 +103 298007.562500 +104 205525.625000 +105 204620.671875 +106 125621.507812 +107 760814.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,IPTU,XGBoost,1.1148552894592285,"92 71616.273438 +93 78738.273438 +94 78738.273438 +95 207267.781250 +96 207267.781250 +97 78738.273438 +98 78738.273438 +99 78738.273438 +100 78738.273438 +101 78738.273438 +102 78738.273438 +103 110160.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ISS,MLP,1.0353567600250244,"95 98232.588854 +96 106314.316222 +97 106612.608484 +98 122403.901263 +99 135858.317770 +100 155316.530117 +101 163553.877566 +102 184423.974566 +103 203831.878021 +104 230658.299054 +105 258403.547507 +106 286676.051926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ITBI,SES,2.149308681488037,"95 17392.339844 +96 17329.328125 +97 30581.820312 +98 18210.810547 +99 11355.458008 +100 33894.328125 +101 33553.066406 +102 17781.318359 +103 16163.712891 +104 22062.097656 +105 22760.250000 +106 23150.193359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,SES,1.4517912864685059,"96 425868.56250 +97 428266.37500 +98 428266.37500 +99 428266.37500 +100 428394.15625 +101 426006.06250 +102 426006.06250 +103 428266.37500 +104 426006.06250 +105 426589.53125 +106 426443.25000 +107 428004.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,XGBoost,1.0179030895233154,"96 26253.458984 +97 47649.105469 +98 53229.406250 +99 -5919.813477 +100 57410.300781 +101 34785.250000 +102 26820.265625 +103 23899.517578 +104 25969.851562 +105 22089.447266 +106 22389.259766 +107 85048.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,IPTU,SARIMAX,1.157405138015747,"92 3816.265625 +93 4248.531250 +94 299559.031250 +95 99761.617188 +96 10713.682617 +97 10812.864258 +98 9219.806641 +99 10441.921875 +100 115776.945312 +101 4261.193848 +102 4261.193848 +103 3128.763428 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ISS,XGBoost,1.2526123523712158,"96 25519.775391 +97 23419.498047 +98 27687.958984 +99 27687.958984 +100 27473.732422 +101 27687.958984 +102 27687.958984 +103 35562.187500 +104 28150.232422 +105 27687.958984 +106 27687.958984 +107 50313.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ITBI,MLP,3.577627182006836,"93 22010.618448 +94 22861.624335 +95 24232.003992 +96 23225.014192 +97 26529.065569 +98 25149.836456 +99 26821.220568 +100 29502.235824 +101 29806.415573 +102 30847.419093 +103 34242.277866 +104 33365.003448 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,SES,2.7501533031463623,"96 526912.6250 +97 603237.1250 +98 603500.3125 +99 531741.7500 +100 565322.1250 +101 527543.3750 +102 531741.7500 +103 600212.8125 +104 546010.5000 +105 529580.3125 +106 529976.7500 +107 602947.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,MLP,1.0072755813598633,"96 180427.577544 +97 122123.224518 +98 141399.642260 +99 185677.192170 +100 185538.076446 +101 193050.725885 +102 231985.718826 +103 281670.574525 +104 347412.364790 +105 422406.527742 +106 519772.034409 +107 873552.025615 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,XGBoost,0.88919997215271,"78 15234.789062 +79 14770.111328 +80 17017.644531 +81 17017.644531 +82 22504.140625 +83 15739.923828 +84 15234.789062 +85 14316.570312 +86 6868.827637 +87 7252.258301 +88 7096.781250 +89 10772.291016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,XGBoost,0.7892169952392578,"92 30044.986328 +93 31845.447266 +94 34174.339844 +95 30044.986328 +96 30044.986328 +97 30044.986328 +98 29888.478516 +99 33818.167969 +100 30044.986328 +101 33818.167969 +102 33518.718750 +103 30044.986328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,SARIMAX,1.0859203338623047,"91 6484.579590 +92 6282.736328 +93 10484.034180 +94 7976.546387 +95 26759.083984 +96 26744.960938 +97 7870.377930 +98 8171.361816 +99 29571.029297 +100 13674.143555 +101 26309.949219 +102 11427.135742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,XGBoost,0.966768741607666,"92 615650.4375 +93 595873.5000 +94 595873.5000 +95 585929.8125 +96 596053.7500 +97 626654.9375 +98 631068.6875 +99 596053.7500 +100 585929.8125 +101 577843.7500 +102 577663.5000 +103 595873.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,XGBoost,3.0421056747436523,"90 53245.347656 +91 29684.312500 +92 44519.863281 +93 44519.863281 +94 47347.199219 +95 29851.621094 +96 34541.390625 +97 34541.390625 +98 34541.390625 +99 45583.246094 +100 43642.011719 +101 44454.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,IPTU,SARIMAX,1.1703033447265625,"93 1.483366e+04 +94 1.756105e+04 +95 1.904567e+04 +96 1.483366e+04 +97 1.967568e+04 +98 3.519030e+05 +99 1.542024e+06 +100 1.184196e+05 +101 9.795647e+04 +102 9.795647e+04 +103 9.795647e+04 +104 9.795647e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ISS,XGBoost,0.8403306007385254,"96 174236.859375 +97 175628.343750 +98 175061.156250 +99 174941.781250 +100 175061.156250 +101 175061.156250 +102 175147.218750 +103 175189.671875 +104 175147.218750 +105 175189.671875 +106 175189.671875 +107 175189.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ITBI,Prophet,1.0587677955627441,"96 193572.968750 +97 195003.718750 +98 193683.109375 +99 196421.921875 +100 209535.687500 +101 209535.687500 +102 193572.968750 +103 195536.671875 +104 193572.968750 +105 193572.968750 +106 196421.921875 +107 209535.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,XGBoost,1.9254233837127686,"96 1153072.125 +97 1319019.375 +98 1373497.875 +99 1354833.000 +100 1319019.375 +101 1373497.875 +102 1354833.000 +103 1319019.375 +104 1170013.875 +105 1164587.500 +106 1164587.500 +107 1373497.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,XGBoost,1.0719702243804932,"96 284490.625000 +97 127543.859375 +98 235415.578125 +99 317164.000000 +100 281455.281250 +101 138574.609375 +102 122513.812500 +103 79371.945312 +104 62619.613281 +105 47494.277344 +106 44881.417969 +107 315929.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,IPTU,SARIMAX,0.9325339794158936,"96 27464536.00 +97 2711342.50 +98 2885044.25 +99 3142028.50 +100 2975745.00 +101 2975745.00 +102 2975745.00 +103 2975745.00 +104 2975745.00 +105 3002324.00 +106 3142028.50 +107 2539927.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ISS,MLP,1.0730724334716797,"96 9.763813e+06 +97 9.901220e+06 +98 1.007466e+07 +99 1.022390e+07 +100 1.035981e+07 +101 1.049690e+07 +102 1.062653e+07 +103 1.076128e+07 +104 1.090321e+07 +105 1.103685e+07 +106 1.119138e+07 +107 1.133866e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ITBI,XGBoost,1.0779118537902832,"96 1847312.000 +97 2037279.625 +98 1847312.000 +99 2004202.750 +100 1998029.250 +101 1966871.625 +102 1847312.000 +103 1847312.000 +104 1847312.000 +105 2037279.625 +106 1966871.625 +107 2099616.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,XGBoost,1.7955141067504883,"96 9102301.0 +97 12444011.0 +98 12919899.0 +99 12448678.0 +100 12543490.0 +101 12448678.0 +102 12448678.0 +103 12488133.0 +104 12072269.0 +105 12072655.0 +106 11616126.0 +107 12543490.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,XGBoost,1.7572276592254639,"96 9031460.00 +97 3551964.75 +98 6877778.50 +99 9031460.00 +100 9031460.00 +101 3347550.75 +102 3008541.75 +103 2576582.50 +104 1707824.00 +105 1440794.25 +106 1324171.50 +107 11714468.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,IPTU,MLP,1.065781593322754,"82 14821.790956 +83 20177.724968 +84 27641.573848 +85 28558.827325 +86 29063.299185 +87 35636.753029 +88 48030.571694 +89 64475.847397 +90 86333.689548 +91 112382.774039 +92 152780.253179 +93 207771.944657 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ISS,SARIMAX,1.600801944732666,"96 29173.867188 +97 29720.150391 +98 25107.861328 +99 21322.060547 +100 26963.931641 +101 35681.562500 +102 34896.359375 +103 21747.589844 +104 27781.978516 +105 26963.931641 +106 34853.683594 +107 21322.060547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ITBI,SARIMAX,1.2087652683258057,"81 6504.195312 +82 1258.632812 +83 1258.632812 +84 22177.791016 +85 23063.509766 +86 19355.195312 +87 14597.260742 +88 14519.914062 +89 4460.159668 +90 23063.509766 +91 17930.634766 +92 18884.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,SARIMAX,0.9491174221038818,"96 446205.21875 +97 481683.90625 +98 511403.34375 +99 481091.21875 +100 503561.28125 +101 480375.12500 +102 481091.21875 +103 481683.90625 +104 470524.03125 +105 472642.93750 +106 459750.25000 +107 507169.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,SARIMAX,1.378246784210205,"96 119613.539062 +97 54948.761719 +98 51419.207031 +99 119526.687500 +100 54928.722656 +101 22246.210938 +102 22131.230469 +103 22195.750000 +104 22059.162109 +105 22286.478516 +106 22238.056641 +107 119578.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,IPTU,AR,1.5531165599822998,"96 1.328134e+05 +97 3.824363e+05 +98 1.693079e+06 +99 1.364875e+05 +100 1.695651e+05 +101 2.512621e+05 +102 1.746334e+05 +103 1.529107e+05 +104 2.365066e+05 +105 1.448834e+05 +106 1.445244e+05 +107 1.492366e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ISS,MLP,1.0653636455535889,"96 632636.854150 +97 620127.014463 +98 658837.020584 +99 649701.736714 +100 659336.676189 +101 673282.478200 +102 680803.356886 +103 707940.000782 +104 731633.973600 +105 762608.168783 +106 776391.138037 +107 788532.088549 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ITBI,SARIMAX,1.045182704925537,"96 211203.578125 +97 205324.015625 +98 211128.484375 +99 234113.625000 +100 234113.625000 +101 234113.625000 +102 234113.625000 +103 211203.578125 +104 250180.375000 +105 241035.968750 +106 211128.484375 +107 234113.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,XGBoost,0.8429384231567383,"96 2278986.50 +97 2869218.00 +98 2884425.25 +99 2790503.25 +100 2755748.50 +101 2790503.25 +102 2790503.25 +103 2869218.00 +104 2663421.25 +105 2576450.75 +106 2558474.00 +107 2757343.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,SARIMAX,1.165015459060669,"96 1.911322e+06 +97 6.894317e+05 +98 6.650634e+05 +99 9.692340e+05 +100 6.650634e+05 +101 5.669565e+05 +102 4.356297e+05 +103 4.107641e+05 +104 3.658283e+05 +105 3.948186e+05 +106 3.658283e+05 +107 1.911322e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,HWES,0.8681044578552246,"76 2335.034668 +77 2686.134521 +78 3099.872070 +79 1740.973877 +80 20127.335938 +81 2416.115723 +82 2416.115723 +83 3150.262939 +84 3128.536133 +85 3066.745850 +86 3138.928711 +87 2791.510986 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,MLP,4.507656812667847,"96 85694.178682 +97 96661.536811 +98 102759.891943 +99 112636.797537 +100 119778.973728 +101 127244.074257 +102 147101.296744 +103 154864.564994 +104 157343.133111 +105 168452.723392 +106 199241.364190 +107 189703.935793 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,XGBoost,1.8953895568847656,"92 40344.531250 +93 43208.859375 +94 39989.066406 +95 40837.281250 +96 39430.593750 +97 26047.978516 +98 36161.519531 +99 35359.984375 +100 22554.451172 +101 22554.451172 +102 22294.802734 +103 22861.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9429123401641846,"96 615104.5000 +97 728842.6875 +98 738074.1875 +99 728842.6875 +100 746388.5625 +101 728842.6875 +102 728842.6875 +103 728842.6875 +104 688465.3125 +105 688465.3125 +106 678112.5000 +107 697696.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,XGBoost,1.6680989265441895,"96 72252.773438 +97 29774.498047 +98 39094.082031 +99 72252.773438 +100 68866.726562 +101 31443.875000 +102 31443.875000 +103 29169.925781 +104 29169.925781 +105 29175.103516 +106 29607.195312 +107 68189.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,HWES,1.2332267761230469,"95 11744.710938 +96 11731.487305 +97 142712.968750 +98 140644.890625 +99 20560.216797 +100 19171.621094 +101 22148.484375 +102 22148.484375 +103 19824.759766 +104 10633.843750 +105 10371.491211 +106 11260.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ISS,SARIMAX,1.4987106323242188,"96 132561.875000 +97 133586.515625 +98 132156.593750 +99 135264.000000 +100 120609.281250 +101 99281.343750 +102 142719.328125 +103 156192.812500 +104 142456.640625 +105 142456.640625 +106 150100.562500 +107 156127.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,SES,1.7658443450927734,"96 53127.570312 +97 37759.828125 +98 35963.003906 +99 44285.804688 +100 35368.976562 +101 33973.574219 +102 25710.322266 +103 25595.771484 +104 44569.273438 +105 37732.437500 +106 25648.718750 +107 66028.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,SARIMAX,1.0370266437530518,"96 863989.1250 +97 826328.0000 +98 863989.1250 +99 865455.9375 +100 959619.6875 +101 865455.9375 +102 865455.9375 +103 826328.0000 +104 865455.9375 +105 803479.8750 +106 826328.0000 +107 865455.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,SARIMAX,1.1439659595489502,"95 148219.281250 +96 76986.664062 +97 85771.046875 +98 148219.281250 +99 142020.562500 +100 85268.914062 +101 64440.867188 +102 57494.269531 +103 50036.312500 +104 49495.050781 +105 43972.914062 +106 148219.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,IPTU,SARIMAX,1.1054201126098633,"88 4934.880371 +89 4941.340820 +90 2580.280518 +91 2999.768066 +92 8721.901367 +93 6057.203613 +94 31626.431641 +95 12812.465820 +96 5306.712891 +97 5367.556152 +98 2680.497559 +99 2680.497559 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ISS,SARIMAX,1.3558430671691895,"96 46167.332031 +97 46167.332031 +98 46167.332031 +99 46167.332031 +100 46167.332031 +101 46136.382812 +102 46136.382812 +103 46167.332031 +104 46136.382812 +105 46167.332031 +106 46167.332031 +107 46136.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ITBI,XGBoost,1.4899163246154785,"96 13959.114258 +97 3990.662598 +98 17387.380859 +99 15590.710938 +100 28934.376953 +101 15590.710938 +102 30550.130859 +103 16178.697266 +104 13141.137695 +105 16178.697266 +106 17387.380859 +107 3990.662598 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,SES,1.0511488914489746,"96 539229.93750 +97 512023.81250 +98 504150.93750 +99 501986.21875 +100 532065.31250 +101 502353.59375 +102 501986.21875 +103 512023.81250 +104 501947.40625 +105 500526.09375 +106 458993.84375 +107 500071.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,XGBoost,2.823300361633301,"96 161332.140625 +97 127521.585938 +98 179038.625000 +99 203166.125000 +100 203627.015625 +101 126580.000000 +102 127847.640625 +103 127839.273438 +104 127839.273438 +105 127839.273438 +106 179038.625000 +107 179038.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,IPTU,SARIMAX,2.62310528755188,"85 653.517822 +86 10972.936523 +87 16171.478516 +88 28063.003906 +89 1992.990112 +90 9328.245117 +91 19759.439453 +92 10906.797852 +93 29308.605469 +94 1951.625977 +95 665.994385 +96 441.474274 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ISS,XGBoost,1.2305257320404053,"96 49909.312500 +97 49909.312500 +98 68927.296875 +99 60116.050781 +100 50204.214844 +101 50204.214844 +102 59350.531250 +103 91847.171875 +104 91684.585938 +105 91847.171875 +106 91673.664062 +107 91684.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ITBI,XGBoost,1.4057400226593018,"84 10254.430664 +85 8294.710938 +86 8006.703125 +87 8180.125977 +88 7661.065918 +89 8225.192383 +90 7797.145996 +91 6043.414551 +92 6059.733887 +93 6043.414551 +94 6093.816895 +95 6070.573242 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,SES,1.0164728164672852,"96 245900.765625 +97 292341.812500 +98 286232.250000 +99 248035.546875 +100 289555.562500 +101 248035.546875 +102 248035.546875 +103 292341.812500 +104 246853.718750 +105 249368.203125 +106 255124.765625 +107 287754.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,SARIMAX,1.0194683074951172,"96 73434.351562 +97 34535.839844 +98 74984.585938 +99 72767.960938 +100 74869.656250 +101 35691.125000 +102 32767.623047 +103 32761.894531 +104 32574.568359 +105 34663.343750 +106 32574.568359 +107 83677.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,1.1067614555358887,"96 16841.767578 +97 100839.453125 +98 51747.464844 +99 15318.431641 +100 15318.431641 +101 15318.431641 +102 35115.277344 +103 17955.357422 +104 17955.357422 +105 15318.431641 +106 15318.431641 +107 15269.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ISS,HWES,1.01041579246521,"96 18942.406250 +97 17469.927734 +98 25029.396484 +99 25102.195312 +100 25101.673828 +101 17213.921875 +102 16974.603516 +103 27031.115234 +104 25101.673828 +105 25102.195312 +106 25102.195312 +107 25101.673828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ITBI,XGBoost,1.072488784790039,"95 8272.847656 +96 9139.996094 +97 26706.263672 +98 21253.361328 +99 9139.996094 +100 19176.705078 +101 19176.705078 +102 25690.169922 +103 9182.973633 +104 19125.728516 +105 19205.972656 +106 8511.994141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,SARIMAX,0.9877824783325195,"96 583939.3750 +97 685084.8750 +98 690285.6250 +99 640926.0000 +100 690285.6250 +101 654671.6250 +102 640926.0000 +103 685084.8750 +104 640926.0000 +105 640926.0000 +106 646409.0000 +107 695768.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,SARIMAX,2.080674409866333,"92 187264.656250 +93 165194.359375 +94 165194.359375 +95 181270.921875 +96 181270.921875 +97 165194.359375 +98 186881.968750 +99 186881.968750 +100 187459.562500 +101 187459.562500 +102 187459.562500 +103 165194.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,IPTU,SARIMAX,1.078782320022583,"79 8315.589844 +80 9627.155273 +81 8315.589844 +82 8409.380859 +83 8409.380859 +84 46992.871094 +85 263842.031250 +86 117773.382812 +87 129953.546875 +88 103094.625000 +89 9678.947266 +90 9483.575195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ISS,MLP,1.0169620513916016,"96 64304.401363 +97 65966.634403 +98 69110.363857 +99 69309.816534 +100 73053.270705 +101 75798.179533 +102 78075.529155 +103 80740.451859 +104 83901.668296 +105 87247.688223 +106 87993.507565 +107 88327.615148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ITBI,XGBoost,1.241363763809204,"94 49721.664062 +95 48553.687500 +96 49176.648438 +97 47332.167969 +98 47173.679688 +99 47616.886719 +100 47827.226562 +101 47453.605469 +102 47173.679688 +103 47532.355469 +104 47477.804688 +105 47536.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,SES,1.0340747833251953,"96 427246.93750 +97 434776.71875 +98 453437.25000 +99 427246.93750 +100 452998.21875 +101 428864.09375 +102 387849.31250 +103 428629.34375 +104 422501.46875 +105 421923.46875 +106 416593.00000 +107 441552.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,SARIMAX,1.6278140544891357,"96 248006.265625 +97 81621.125000 +98 81621.125000 +99 248006.265625 +100 81621.125000 +101 81546.648438 +102 249491.671875 +103 81825.742188 +104 81935.320312 +105 82586.031250 +106 81721.718750 +107 249491.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,IPTU,XGBoost,1.3281850814819336,"79 1467.549927 +80 1467.549927 +81 3415.174561 +82 1467.549927 +83 8917.081055 +84 2474.590576 +85 2763.553223 +86 2763.553223 +87 2213.495850 +88 2213.495850 +89 2213.495850 +90 2213.495850 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ISS,MLP,1.5561549663543701,"96 22301.778032 +97 26077.946894 +98 28820.568711 +99 34254.508898 +100 39210.712439 +101 43005.199363 +102 49877.996245 +103 56596.786319 +104 70019.725882 +105 72974.419376 +106 85218.869508 +107 100684.189866 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ITBI,SARIMAX,0.8246030807495117,"75 29330.552734 +76 74800.007812 +77 74800.007812 +78 40109.937500 +79 74800.007812 +80 75109.125000 +81 77867.773438 +82 77867.773438 +83 77867.773438 +84 43276.203125 +85 43276.203125 +86 77867.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,SARIMAX,1.1202547550201416,"96 459181.71875 +97 522963.71875 +98 510091.25000 +99 514187.31250 +100 526193.50000 +101 522963.71875 +102 514187.31250 +103 510091.25000 +104 514187.31250 +105 457236.93750 +106 450620.78125 +107 512185.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,XGBoost,0.9293160438537598,"90 31523.324219 +91 31242.480469 +92 40888.332031 +93 40888.332031 +94 32887.703125 +95 40451.074219 +96 40888.332031 +97 40927.554688 +98 31523.324219 +99 31523.324219 +100 40927.554688 +101 40888.332031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,IPTU,XGBoost,1.04030179977417,"96 6.335109e+04 +97 1.507092e+05 +98 1.065809e+05 +99 1.088478e+05 +100 9.483246e+04 +101 7.103101e+04 +102 1.053192e+05 +103 7.081195e+04 +104 1.048154e+05 +105 1.116302e+05 +106 1.016381e+06 +107 1.818562e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ISS,XGBoost,1.1106750965118408,"96 644998.0000 +97 644998.0000 +98 768061.8750 +99 644998.0000 +100 768061.8750 +101 644998.0000 +102 621568.8750 +103 770967.2500 +104 579620.5625 +105 768061.8750 +106 621568.8750 +107 770967.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ITBI,XGBoost,0.8541545867919922,"96 173202.546875 +97 164451.953125 +98 163923.140625 +99 177881.718750 +100 185213.593750 +101 164859.390625 +102 198196.312500 +103 164252.984375 +104 250422.109375 +105 244207.968750 +106 252760.109375 +107 259628.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,XGBoost,0.9442954063415527,"96 1877142.125 +97 2126065.250 +98 2199825.750 +99 2028226.500 +100 2218833.500 +101 2019348.250 +102 2028226.500 +103 2126065.250 +104 2053280.000 +105 2050974.500 +106 1888934.375 +107 2000182.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,XGBoost,1.2044172286987305,"96 1.172184e+06 +97 4.444121e+05 +98 7.108478e+05 +99 1.172184e+06 +100 1.128650e+06 +101 4.463500e+05 +102 3.946894e+05 +103 2.937682e+05 +104 2.410996e+05 +105 2.004915e+05 +106 1.643586e+05 +107 1.273196e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,IPTU,HWES,1.5355405807495117,"81 24384.341797 +82 32845.941406 +83 2744.491455 +84 13339.990234 +85 18821.988281 +86 714.933411 +87 1946.982544 +88 80668.632812 +89 18738.759766 +90 23937.986328 +91 18140.376953 +92 18448.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ISS,MLP,4.133352279663086,"84 21641.628508 +85 23006.698540 +86 24138.419844 +87 24864.473495 +88 26000.337991 +89 27830.754402 +90 29655.010991 +91 30983.204464 +92 31551.209325 +93 32789.024414 +94 35361.897117 +95 38087.561742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ITBI,MLP,2.2836270332336426,"83 20395.292118 +84 23249.228937 +85 26107.218321 +86 30192.742794 +87 39113.938530 +88 35814.926685 +89 38630.754556 +90 47059.407249 +91 48858.286278 +92 55624.132466 +93 60273.132057 +94 68011.325392 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,SARIMAX,1.5372638702392578,"84 606446.0000 +85 567153.0000 +86 566252.3750 +87 573318.6875 +88 571214.1875 +89 578045.1250 +90 578045.1250 +91 567153.0000 +92 573318.6875 +93 573318.6875 +94 580395.6250 +95 536676.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,AR,1.5544612407684326,"84 136910.890625 +85 100797.914062 +86 101187.960938 +87 120985.953125 +88 100797.914062 +89 50539.035156 +90 50539.035156 +91 70092.632812 +92 69369.906250 +93 69314.164062 +94 69314.164062 +95 120985.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,IPTU,HWES,1.0142741203308105,"86 17525.421875 +87 21657.445312 +88 25735.298828 +89 35733.433594 +90 14784.622070 +91 13830.017578 +92 6689.383301 +93 4385.593262 +94 1980.480103 +95 1502.329590 +96 1120.726685 +97 4121.810547 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ISS,MLP,0.9806110858917236,"96 25228.908610 +97 26486.385547 +98 28005.350641 +99 29399.357329 +100 30281.844172 +101 31639.805009 +102 33604.663591 +103 35202.612608 +104 37214.266613 +105 39103.717683 +106 42125.474349 +107 45384.539080 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ITBI,XGBoost,2.223966121673584,"91 9582.065430 +92 14211.862305 +93 8782.054688 +94 9544.579102 +95 12038.321289 +96 9696.056641 +97 11160.398438 +98 11990.891602 +99 13826.103516 +100 11115.827148 +101 12018.025391 +102 12018.025391 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,XGBoost,1.9034669399261475,"96 359396.18750 +97 407655.78125 +98 406683.87500 +99 407655.78125 +100 406683.87500 +101 408127.09375 +102 408127.09375 +103 407655.78125 +104 408155.96875 +105 396997.93750 +106 396997.93750 +107 406712.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,HWES,1.0266740322113037,"95 149557.093750 +96 149557.093750 +97 176099.859375 +98 176099.859375 +99 147466.140625 +100 133266.312500 +101 176099.859375 +102 176324.125000 +103 176076.406250 +104 176076.406250 +105 176076.406250 +106 149557.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,IPTU,AR,0.9473092555999756,"88 1752541.00 +89 17097430.00 +90 17083522.00 +91 2408043.75 +92 2408043.75 +93 2408043.75 +94 2529309.00 +95 2408043.75 +96 2408043.75 +97 2408043.75 +98 17083522.00 +99 2408043.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ISS,MLP,1.0403029918670654,"88 7.202708e+06 +89 7.131057e+06 +90 7.039696e+06 +91 7.346059e+06 +92 7.660777e+06 +93 7.817422e+06 +94 8.128225e+06 +95 8.463793e+06 +96 8.370077e+06 +97 8.536364e+06 +98 8.815917e+06 +99 9.251356e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ITBI,XGBoost,0.8558804988861084,"88 2643869.00 +89 3550596.50 +90 2785897.00 +91 2496972.25 +92 2358439.25 +93 2491649.50 +94 2491649.50 +95 2354311.00 +96 3409935.25 +97 2491649.50 +98 2354896.25 +99 2491649.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,AR,0.916576623916626,"88 2191870.75 +89 2640826.00 +90 2640826.00 +91 2640826.00 +92 2586067.00 +93 2524067.50 +94 2640826.00 +95 2586067.00 +96 2371330.00 +97 2371330.00 +98 2371330.00 +99 2567480.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,MLP,1.18528413772583,"88 2.471665e+06 +89 1.409932e+06 +90 1.622054e+06 +91 2.407101e+06 +92 2.029813e+06 +93 1.417708e+06 +94 1.389197e+06 +95 1.410102e+06 +96 1.362734e+06 +97 1.373947e+06 +98 1.475010e+06 +99 3.787956e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,IPTU,XGBoost,0.8804340362548828,"76 138343.515625 +77 122325.679688 +78 172698.218750 +79 179023.593750 +80 163421.812500 +81 172698.218750 +82 163421.812500 +83 172508.734375 +84 172508.734375 +85 135898.531250 +86 135898.531250 +87 135898.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ISS,MLP,0.9161276817321777,"76 116694.994188 +77 128481.350409 +78 143144.692909 +79 163383.560499 +80 179087.214251 +81 206211.380807 +82 240501.959083 +83 264399.970889 +84 303044.708849 +85 346548.879649 +86 411268.901763 +87 481281.275738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ITBI,SARIMAX,1.8284931182861328,"76 158042.43750 +77 399648.65625 +78 399431.50000 +79 393963.43750 +80 393863.31250 +81 393863.31250 +82 391837.12500 +83 391614.06250 +84 394015.75000 +85 453498.65625 +86 393708.68750 +87 393708.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,SARIMAX,0.7917873859405518,"76 1440602.375 +77 1667254.000 +78 1593373.250 +79 1568612.000 +80 1593373.250 +81 1568612.000 +82 1568612.000 +83 1667254.000 +84 1674767.250 +85 1469713.375 +86 1469713.375 +87 1593373.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,XGBoost,0.8752038478851318,"74 259797.109375 +75 230239.968750 +76 258201.734375 +77 259797.109375 +78 259797.109375 +79 230335.640625 +80 230239.968750 +81 230239.968750 +82 230679.968750 +83 230679.968750 +84 230496.781250 +85 259797.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,IPTU,XGBoost,1.01383638381958,"96 158781.015625 +97 167258.859375 +98 18495.669922 +99 18826.681641 +100 11857.735352 +101 11409.833984 +102 12520.126953 +103 11477.529297 +104 9812.573242 +105 16861.179688 +106 12867.046875 +107 15653.372070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ISS,XGBoost,3.1514055728912354,"96 592442.4375 +97 638884.1250 +98 555121.3750 +99 594048.8750 +100 594048.8750 +101 621470.7500 +102 607130.5625 +103 593718.1875 +104 594048.8750 +105 589296.5625 +106 621470.7500 +107 594048.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ITBI,XGBoost,1.0576133728027344,"92 2390.705322 +93 6981.689453 +94 13535.263672 +95 7435.982910 +96 7907.431152 +97 9778.543945 +98 2560.879639 +99 -969.910034 +100 -969.910034 +101 2560.879639 +102 1467.768555 +103 249.076950 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,SARIMAX,0.9331638813018799,"96 529492.06250 +97 588283.31250 +98 579847.31250 +99 511230.00000 +100 580519.12500 +101 511230.00000 +102 528771.75000 +103 583660.12500 +104 524281.53125 +105 521663.09375 +106 528720.18750 +107 589501.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,XGBoost,0.9131908416748047,"96 203688.953125 +97 52643.839844 +98 131753.921875 +99 203688.953125 +100 203688.953125 +101 75410.460938 +102 41154.066406 +103 33357.789062 +104 33357.789062 +105 19753.921875 +106 23212.769531 +107 185224.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de S��o José do Norte - RS,IPTU,SARIMAX,1.1709644794464111,"94 182944.453125 +95 74641.179688 +96 165361.859375 +97 119267.179688 +98 125290.242188 +99 194862.843750 +100 106899.984375 +101 105493.867188 +102 143519.531250 +103 142342.937500 +104 101431.148438 +105 194862.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ISS,AR,0.9483907222747803,"96 529904.000000 +97 199904.031250 +98 531916.062500 +99 519828.187500 +100 201054.515625 +101 205361.109375 +102 467941.250000 +103 138209.484375 +104 365235.750000 +105 311257.468750 +106 110753.476562 +107 130973.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ITBI,XGBoost,1.082519292831421,"93 18226.689453 +94 24566.287109 +95 22949.525391 +96 14081.845703 +97 14201.188477 +98 23824.710938 +99 17012.693359 +100 16661.582031 +101 23246.144531 +102 13843.117188 +103 14081.845703 +104 13298.207031 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,XGBoost,1.2898685932159424,"96 1207613.375 +97 1217963.500 +98 1217963.500 +99 1217963.500 +100 1225709.875 +101 1217963.500 +102 1217963.500 +103 1217963.500 +104 1217963.500 +105 1217963.500 +106 1217963.500 +107 1217963.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,XGBoost,0.9919140338897705,"94 533725.1250 +95 533725.1250 +96 533725.1250 +97 533725.1250 +98 599468.2500 +99 594855.6250 +100 597557.0625 +101 593644.1250 +102 602808.7500 +103 602808.7500 +104 602415.8125 +105 533725.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,IPTU,SARIMAX,0.8217809200286865,"86 7839.440918 +87 8797.063477 +88 8797.063477 +89 5319.930176 +90 8797.063477 +91 9661.751953 +92 7839.440918 +93 8485.522461 +94 141185.140625 +95 6404.738281 +96 1537.543701 +97 1111.984741 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ISS,XGBoost,1.7440135478973389,"96 25217.371094 +97 26525.234375 +98 25541.486328 +99 25541.486328 +100 25255.298828 +101 25541.486328 +102 25541.486328 +103 25255.298828 +104 25541.486328 +105 25541.486328 +106 25541.486328 +107 25255.298828 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,0.8282618522644043,"96 33446.855469 +97 26832.820312 +98 33159.527344 +99 31317.349609 +100 31317.349609 +101 31317.349609 +102 43326.484375 +103 33299.539062 +104 28026.445312 +105 33159.527344 +106 33105.171875 +107 33132.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,XGBoost,0.926854133605957,"96 475247.28125 +97 549384.75000 +98 611008.18750 +99 551611.25000 +100 612758.81250 +101 545368.00000 +102 545368.00000 +103 574135.56250 +104 538903.31250 +105 545498.31250 +106 543076.62500 +107 611008.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,XGBoost,0.9565114974975586,"96 335476.875000 +97 45087.507812 +98 96308.054688 +99 243762.765625 +100 96308.765625 +101 25260.814453 +102 9379.028320 +103 19378.271484 +104 8079.197754 +105 10293.273438 +106 7849.410645 +107 335476.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,IPTU,XGBoost,0.8866245746612549,"88 3.640677e+04 +89 7.528964e+04 +90 1.083482e+06 +91 1.132136e+05 +92 8.388359e+04 +93 7.466763e+04 +94 8.958329e+04 +95 1.574908e+05 +96 7.528964e+04 +97 1.192106e+05 +98 8.950077e+04 +99 8.388359e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ISS,MLP,0.9564685821533203,"96 138278.066660 +97 142438.084584 +98 148510.471214 +99 149879.230730 +100 153371.517252 +101 157787.090724 +102 162001.818403 +103 161890.004065 +104 167868.199100 +105 170692.128021 +106 171163.170817 +107 174726.053866 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ITBI,XGBoost,1.074568510055542,"96 39711.503906 +97 39711.503906 +98 38442.894531 +99 39752.117188 +100 40630.363281 +101 39769.265625 +102 39711.503906 +103 37336.777344 +104 43750.082031 +105 49269.355469 +106 40373.421875 +107 42195.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,SARIMAX,1.1061363220214844,"96 789511.8125 +97 947989.3125 +98 893425.2500 +99 811985.0625 +100 953961.9375 +101 812200.4375 +102 811551.3750 +103 947555.5625 +104 778259.1875 +105 790247.0000 +106 801713.8125 +107 947307.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,XGBoost,1.1148436069488525,"92 690373.43750 +93 378851.90625 +94 406854.96875 +95 442940.59375 +96 406854.96875 +97 353938.96875 +98 329076.12500 +99 329076.12500 +100 287986.46875 +101 274248.37500 +102 274248.37500 +103 690373.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,IPTU,SARIMAX,1.0628242492675781,"88 10643.085938 +89 13253.875977 +90 14397.990234 +91 37583.179688 +92 235653.265625 +93 36975.031250 +94 36975.031250 +95 36975.031250 +96 35765.015625 +97 33978.984375 +98 15113.433594 +99 12315.756836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ISS,HWES,0.9803898334503174,"96 34575.960938 +97 43372.636719 +98 47347.535156 +99 47449.812500 +100 47247.515625 +101 43632.128906 +102 47478.816406 +103 47347.535156 +104 47347.535156 +105 47420.695312 +106 46901.625000 +107 47347.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ITBI,SARIMAX,0.9754703044891357,"96 13945.794922 +97 11073.725586 +98 13412.619141 +99 16716.457031 +100 13666.841797 +101 15349.753906 +102 12962.319336 +103 13171.527344 +104 12100.849609 +105 7544.885254 +106 8544.852539 +107 6039.305664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,SARIMAX,1.0076112747192383,"96 449211.12500 +97 400184.59375 +98 516556.81250 +99 531897.00000 +100 523241.43750 +101 533436.50000 +102 533739.62500 +103 532200.12500 +104 450082.28125 +105 396854.96875 +106 449854.21875 +107 488922.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,XGBoost,1.973120927810669,"95 77406.062500 +96 71505.046875 +97 77406.062500 +98 113774.046875 +99 127810.031250 +100 70974.328125 +101 33955.722656 +102 71505.046875 +103 33955.722656 +104 27433.908203 +105 30597.744141 +106 81457.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,IPTU,AR,1.7228970527648926,"96 7.025665e+05 +97 1.994129e+06 +98 9.865478e+05 +99 6.414791e+05 +100 6.414791e+05 +101 3.423879e+05 +102 2.970695e+05 +103 2.970695e+05 +104 2.181666e+05 +105 2.181666e+05 +106 2.181666e+05 +107 2.136097e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ISS,MLP,0.9565038681030273,"96 1.039553e+06 +97 1.116547e+06 +98 1.256002e+06 +99 1.415916e+06 +100 1.557635e+06 +101 1.715831e+06 +102 1.957104e+06 +103 2.276782e+06 +104 2.601676e+06 +105 2.991039e+06 +106 3.548293e+06 +107 4.080188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ITBI,Prophet,1.0490200519561768,"96 7.167763e+05 +97 5.245776e+05 +98 1.042283e+06 +99 7.149204e+05 +100 1.042283e+06 +101 5.245776e+05 +102 7.149204e+05 +103 1.042283e+06 +104 5.489966e+05 +105 1.042075e+06 +106 1.042075e+06 +107 1.042538e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,SARIMAX,0.9325301647186279,"96 4303446.0 +97 5218682.0 +98 5019522.5 +99 4486682.5 +100 5239292.5 +101 4441095.0 +102 4441095.0 +103 5173095.0 +104 4250763.5 +105 4235482.5 +106 4313250.0 +107 5191384.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,XGBoost,1.104288101196289,"96 2.006945e+06 +97 1.055584e+06 +98 1.055584e+06 +99 1.945056e+06 +100 1.945056e+06 +101 1.058792e+06 +102 8.026992e+05 +103 7.497733e+05 +104 5.537208e+05 +105 4.657589e+05 +106 4.139486e+05 +107 2.006945e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,IPTU,MLP,2.7205827236175537,"81 65073.652114 +82 73294.788685 +83 134319.867475 +84 107769.574494 +85 183240.777433 +86 124638.539294 +87 112113.943625 +88 117441.603453 +89 125304.922481 +90 133058.886926 +91 146974.117666 +92 136065.517041 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ISS,SARIMAX,1.6613845825195312,"84 48026.289062 +85 49517.406250 +86 47095.277344 +87 47908.367188 +88 47900.738281 +89 47900.738281 +90 47862.070312 +91 47716.835938 +92 47908.136719 +93 47099.214844 +94 47348.062500 +95 47908.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ITBI,XGBoost,0.8592898845672607,"84 376137.90625 +85 343546.46875 +86 376185.37500 +87 372368.78125 +88 372533.81250 +89 372533.81250 +90 344899.87500 +91 376659.75000 +92 371899.25000 +93 371968.68750 +94 372368.78125 +95 372368.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,XGBoost,0.9316363334655762,"84 1490584.375 +85 1722968.125 +86 1744585.875 +87 1713034.625 +88 1768233.750 +89 1713034.625 +90 1713034.625 +91 1701286.750 +92 1691353.125 +93 1526851.125 +94 1567865.625 +95 1722904.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,XGBoost,0.9963457584381104,"84 237111.078125 +85 161915.703125 +86 161915.703125 +87 193947.203125 +88 184378.640625 +89 151231.328125 +90 91731.242188 +91 43432.082031 +92 43432.082031 +93 29617.673828 +94 24576.363281 +95 237111.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,IPTU,XGBoost,1.1722619533538818,"90 4083.497070 +91 1952.503906 +92 2811.924072 +93 15244.817383 +94 15051.169922 +95 4773.064941 +96 5774.316406 +97 2483.653809 +98 2850.650146 +99 2850.650146 +100 1575.253418 +101 2850.650146 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ISS,SES,2.4623420238494873,"92 3431.017822 +93 3612.013428 +94 3612.013428 +95 3034.924805 +96 3846.551025 +97 3612.013428 +98 3012.809814 +99 2725.377686 +100 4161.532715 +101 3850.508789 +102 3968.992432 +103 2676.365479 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ITBI,XGBoost,2.465038299560547,"80 43823.644531 +81 43760.726562 +82 43497.367188 +83 45176.753906 +84 45214.195312 +85 45569.695312 +86 43962.140625 +87 45673.675781 +88 43936.125000 +89 43460.363281 +90 43769.910156 +91 43936.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9594838619232178,"92 243368.50000 +93 319507.87500 +94 302663.28125 +95 319507.87500 +96 294332.31250 +97 319507.87500 +98 319414.34375 +99 319414.34375 +100 350089.00000 +101 332178.12500 +102 281774.37500 +103 304384.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,AR,1.0419564247131348,"88 29308.625000 +89 13445.922852 +90 35797.324219 +91 31775.164062 +92 29749.904297 +93 9878.328125 +94 5998.591309 +95 3145.138184 +96 3509.354736 +97 3369.940430 +98 3369.940430 +99 31775.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,IPTU,HWES,1.5833041667938232,"91 13875.385742 +92 61150.066406 +93 174217.281250 +94 793374.625000 +95 184321.546875 +96 183192.468750 +97 132615.687500 +98 66225.984375 +99 18404.869141 +100 18404.869141 +101 18404.869141 +102 66225.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ISS,Prophet,0.856471061706543,"96 431692.00000 +97 502635.68750 +98 375264.18750 +99 502611.81250 +100 502560.46875 +101 503100.06250 +102 502560.46875 +103 502560.46875 +104 502560.46875 +105 503100.06250 +106 503100.06250 +107 502560.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ITBI,SARIMAX,0.9765677452087402,"96 59597.328125 +97 59742.605469 +98 58640.070312 +99 58640.070312 +100 58640.070312 +101 58640.070312 +102 58640.070312 +103 58640.070312 +104 58640.070312 +105 58404.148438 +106 58404.148438 +107 58404.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,XGBoost,0.9639172554016113,"96 1155108.875 +97 1093856.000 +98 1078633.500 +99 1210576.000 +100 1265479.500 +101 1137320.000 +102 1178964.625 +103 1091250.875 +104 1147156.500 +105 1147156.500 +106 1173846.375 +107 1095903.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,SARIMAX,1.0221314430236816,"96 706758.187500 +97 257849.437500 +98 280745.718750 +99 694331.312500 +100 380825.156250 +101 267310.093750 +102 259258.687500 +103 226745.609375 +104 156129.046875 +105 164009.468750 +106 151393.078125 +107 706758.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,IPTU,MLP,1.6040973663330078,"86 14441.219029 +87 15235.094331 +88 17009.984152 +89 26345.625231 +90 25623.155693 +91 18642.230873 +92 18599.043458 +93 21143.719375 +94 20902.462033 +95 22171.970667 +96 25382.631954 +97 26154.788390 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ISS,AR,2.2969298362731934,"88 16406.294922 +89 16191.826172 +90 16393.013672 +91 16281.881836 +92 17181.261719 +93 17245.636719 +94 17181.261719 +95 17032.765625 +96 17032.765625 +97 17088.396484 +98 17030.666016 +99 17032.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ITBI,XGBoost,2.4510676860809326,"86 19990.832031 +87 21188.587891 +88 19990.832031 +89 19990.832031 +90 49893.632812 +91 19990.832031 +92 15828.734375 +93 36096.425781 +94 28055.949219 +95 16156.471680 +96 20368.099609 +97 16156.471680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,XGBoost,0.9617922306060791,"88 380613.37500 +89 419601.21875 +90 433957.84375 +91 419601.21875 +92 441217.12500 +93 419601.21875 +94 419601.21875 +95 419601.21875 +96 419601.21875 +97 419601.21875 +98 422888.53125 +99 431925.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,XGBoost,1.0299875736236572,"87 56148.542969 +88 50749.496094 +89 50524.125000 +90 50035.218750 +91 56148.542969 +92 28537.019531 +93 50685.410156 +94 28218.353516 +95 28269.011719 +96 28806.203125 +97 28218.353516 +98 50035.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,IPTU,AR,1.0586674213409424,"96 8106087.50 +97 8106087.50 +98 2458082.00 +99 2455265.75 +100 2458082.00 +101 2466162.75 +102 2466162.75 +103 2522266.00 +104 2522266.00 +105 2522266.00 +106 2522266.00 +107 2489013.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ISS,MLP,1.1784932613372803,"96 2.237051e+06 +97 2.262847e+06 +98 2.330790e+06 +99 2.415101e+06 +100 2.522163e+06 +101 2.609307e+06 +102 2.703152e+06 +103 2.818394e+06 +104 2.847802e+06 +105 2.944591e+06 +106 3.044410e+06 +107 3.155654e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ITBI,XGBoost,1.0200445652008057,"96 1764599.875 +97 1286660.500 +98 1269770.750 +99 1288018.125 +100 1293046.875 +101 1299135.250 +102 1309324.750 +103 1271997.500 +104 1293046.875 +105 1290244.875 +106 1298549.250 +107 1322209.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,SARIMAX,0.9546988010406494,"96 1496034.750 +97 1688719.875 +98 1797837.000 +99 1692027.625 +100 1831814.375 +101 1690419.000 +102 1692027.625 +103 1688719.875 +104 1580563.750 +105 1589485.750 +106 1457610.125 +107 1775076.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,XGBoost,3.0880613327026367,"96 1.995863e+06 +97 1.199156e+06 +98 1.199156e+06 +99 1.995863e+06 +100 1.821066e+06 +101 7.554738e+05 +102 7.204596e+05 +103 4.883855e+05 +104 3.734181e+05 +105 3.186201e+05 +106 3.222055e+05 +107 1.747029e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,IPTU,SARIMAX,0.9118626117706299,"80 31215.226562 +81 44826.500000 +82 31215.226562 +83 61964.597656 +84 61814.328125 +85 102808.453125 +86 108509.476562 +87 102808.453125 +88 102808.453125 +89 60821.324219 +90 102808.453125 +91 102808.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ISS,XGBoost,0.8224842548370361,"96 67512.757812 +97 67512.757812 +98 83424.335938 +99 83424.335938 +100 67432.054688 +101 83373.546875 +102 83424.335938 +103 83424.335938 +104 83424.335938 +105 83424.335938 +106 83424.335938 +107 83424.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ITBI,XGBoost,1.7257030010223389,"94 25136.617188 +95 27084.865234 +96 9252.408203 +97 26806.048828 +98 28712.542969 +99 28712.542969 +100 25368.990234 +101 9223.923828 +102 29098.365234 +103 27008.935547 +104 28871.531250 +105 10568.042969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,XGBoost,2.773460865020752,"96 501338.84375 +97 543087.18750 +98 552041.62500 +99 543087.18750 +100 540028.00000 +101 543087.18750 +102 543087.18750 +103 568194.87500 +104 508193.43750 +105 486484.31250 +106 485719.21875 +107 511466.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,XGBoost,1.9517478942871094,"96 137676.765625 +97 65936.265625 +98 70822.375000 +99 146311.328125 +100 92787.953125 +101 65936.265625 +102 65936.265625 +103 141975.015625 +104 57584.210938 +105 57619.476562 +106 57584.210938 +107 141975.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,IPTU,SARIMAX,1.1346015930175781,"96 9747.445312 +97 11305.038086 +98 9747.445312 +99 106754.328125 +100 107234.695312 +101 11302.029297 +102 109776.476562 +103 11472.206055 +104 11472.206055 +105 21603.474609 +106 11577.970703 +107 9553.855469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ISS,XGBoost,1.4339942932128906,"96 33686.632812 +97 28660.939453 +98 33686.632812 +99 32003.841797 +100 33026.250000 +101 32434.984375 +102 32068.689453 +103 27513.511719 +104 27513.511719 +105 27609.943359 +106 27215.476562 +107 27513.511719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ITBI,HWES,2.937330722808838,"95 20108.640625 +96 28252.833984 +97 32875.632812 +98 32875.632812 +99 28252.833984 +100 28245.134766 +101 32114.070312 +102 34214.089844 +103 26922.605469 +104 20026.830078 +105 31055.595703 +106 28125.068359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,SARIMAX,1.3496291637420654,"96 486444.6250 +97 565048.0625 +98 564570.0000 +99 565048.0625 +100 576474.3750 +101 512248.5000 +102 565048.0625 +103 565048.0625 +104 512248.5000 +105 512248.5000 +106 509544.5000 +107 561866.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,MLP,0.9971706867218018,"96 200512.515872 +97 88572.006028 +98 104337.452743 +99 135613.847074 +100 104266.639218 +101 100259.933801 +102 99436.901563 +103 114049.837829 +104 123888.437000 +105 130590.020048 +106 146051.078091 +107 385533.160168 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,IPTU,HWES,1.7398827075958252,"93 9603.673828 +94 9603.673828 +95 164714.546875 +96 139629.921875 +97 71498.312500 +98 24366.603516 +99 10293.521484 +100 9827.069336 +101 9827.069336 +102 9717.916992 +103 10342.946289 +104 20896.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ISS,MLP,3.5209031105041504,"96 23704.229747 +97 22924.829053 +98 25892.887171 +99 26550.179875 +100 27247.436994 +101 27107.832652 +102 29430.780182 +103 30234.562614 +104 32142.353870 +105 34279.343433 +106 34856.325234 +107 37403.515853 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,3.700793743133545,"95 11931.811523 +96 13659.158203 +97 11754.109375 +98 10803.047852 +99 11615.774414 +100 11656.429688 +101 11896.775391 +102 12922.434570 +103 10938.036133 +104 13204.518555 +105 11656.429688 +106 4474.352539 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0112781524658203,"96 380600.87500 +97 435623.03125 +98 434404.25000 +99 408972.59375 +100 438549.65625 +101 409156.87500 +102 409156.87500 +103 435438.75000 +104 398884.65625 +105 370483.75000 +106 383841.53125 +107 434404.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.142935037612915,"96 236183.015625 +97 90810.843750 +98 90810.843750 +99 223015.015625 +100 152839.250000 +101 77845.421875 +102 72077.554688 +103 72077.554688 +104 75955.156250 +105 72077.554688 +106 70276.023438 +107 236183.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,IPTU,XGBoost,2.697115421295166,"91 7102.316895 +92 8465.067383 +93 8462.933594 +94 100571.976562 +95 100571.976562 +96 87347.937500 +97 87286.554688 +98 21843.947266 +99 63864.175781 +100 8465.067383 +101 63864.175781 +102 63864.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ISS,MLP,0.9040000438690186,"96 45337.129670 +97 47567.291880 +98 50894.664821 +99 53836.645212 +100 56006.054433 +101 58595.002616 +102 60227.202524 +103 63226.724775 +104 66226.186510 +105 69864.920962 +106 71842.857099 +107 74384.962325 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ITBI,HWES,2.024681806564331,"96 36127.804688 +97 34277.597656 +98 29908.710938 +99 26899.667969 +100 28509.927734 +101 26547.029297 +102 26877.169922 +103 28203.023438 +104 25967.748047 +105 28203.023438 +106 25967.748047 +107 28203.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,MLP,1.0919649600982666,"96 564213.589054 +97 572954.612278 +98 577551.114552 +99 585358.661657 +100 587484.197344 +101 595122.760293 +102 606123.656362 +103 616825.090526 +104 630105.799126 +105 646127.445939 +106 664864.044351 +107 679299.314104 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,XGBoost,1.070857048034668,"89 128969.570312 +90 137231.640625 +91 101980.460938 +92 127123.398438 +93 87895.945312 +94 50244.449219 +95 50223.652344 +96 50270.175781 +97 38310.218750 +98 38310.218750 +99 48257.546875 +100 128969.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,IPTU,XGBoost,1.256788969039917,"96 12357.364258 +97 10908.392578 +98 13322.232422 +99 14981.258789 +100 18112.742188 +101 28708.703125 +102 22055.320312 +103 11342.539062 +104 18354.132812 +105 21058.917969 +106 10523.478516 +107 10523.478516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ISS,SES,0.9862747192382812,"96 42171.246094 +97 42094.574219 +98 39328.234375 +99 51522.265625 +100 39337.343750 +101 39379.539062 +102 39315.640625 +103 39421.484375 +104 39379.539062 +105 39328.234375 +106 39315.640625 +107 49101.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ITBI,AR,0.8892977237701416,"95 25846.925781 +96 13542.463867 +97 21519.039062 +98 28200.113281 +99 28950.900391 +100 29034.275391 +101 29672.802734 +102 16066.946289 +103 25070.683594 +104 16669.859375 +105 52526.453125 +106 28200.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,SARIMAX,2.335132122039795,"96 926913.6250 +97 928526.8750 +98 835098.8125 +99 826938.7500 +100 826938.7500 +101 826938.7500 +102 821105.3125 +103 826938.7500 +104 826938.7500 +105 826938.7500 +106 823720.3750 +107 568467.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,XGBoost,1.0030183792114258,"95 264453.96875 +96 308588.03125 +97 358296.87500 +98 266514.37500 +99 308588.03125 +100 358296.87500 +101 358558.25000 +102 358318.81250 +103 358593.84375 +104 358118.53125 +105 358373.87500 +106 264453.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,IPTU,SARIMAX,0.9780175685882568,"96 530519.06250 +97 691787.37500 +98 691787.37500 +99 307904.96875 +100 307904.96875 +101 662684.31250 +102 662684.31250 +103 662684.31250 +104 662684.31250 +105 662684.31250 +106 662684.31250 +107 662684.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ISS,MLP,3.455918073654175,"96 131943.005121 +97 136156.654170 +98 137355.658599 +99 140888.712282 +100 145082.186190 +101 145773.737988 +102 148076.076909 +103 150862.950156 +104 152751.991379 +105 155903.875570 +106 160582.165718 +107 161202.917015 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ITBI,XGBoost,1.8255970478057861,"96 60820.230469 +97 54831.425781 +98 57679.515625 +99 47717.273438 +100 57679.515625 +101 60820.230469 +102 54831.425781 +103 60820.230469 +104 65639.617188 +105 54831.425781 +106 60820.230469 +107 60820.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.771289587020874,"96 9.810445e+05 +97 9.929610e+05 +98 1.000746e+06 +99 1.003048e+06 +100 1.000746e+06 +101 9.880071e+05 +102 1.003048e+06 +103 1.043576e+06 +104 9.373925e+05 +105 9.548137e+05 +106 9.616070e+05 +107 1.015616e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,AR,1.3384315967559814,"96 679738.750000 +97 89773.851562 +98 111160.859375 +99 379704.125000 +100 111160.859375 +101 52982.062500 +102 42954.566406 +103 23206.548828 +104 4828.968750 +105 4626.848633 +106 4828.968750 +107 679738.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,IPTU,XGBoost,1.1806821823120117,"95 22530.199219 +96 17996.337891 +97 16196.050781 +98 70535.742188 +99 3341.463867 +100 3021.031494 +101 18078.707031 +102 5508.011230 +103 862.125732 +104 799.285950 +105 810.768738 +106 810.768738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ISS,XGBoost,1.0114881992340088,"96 116314.789062 +97 114490.062500 +98 111283.265625 +99 136158.375000 +100 113656.328125 +101 114264.585938 +102 136158.375000 +103 113822.304688 +104 114264.585938 +105 134168.015625 +106 117485.257812 +107 136158.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ITBI,XGBoost,1.1178271770477295,"91 4.488194e+05 +92 3.241992e+05 +93 4.050856e+05 +94 3.443237e+05 +95 3.568648e+05 +96 1.178126e+06 +97 1.177875e+06 +98 1.175716e+06 +99 1.177476e+06 +100 1.177476e+06 +101 1.178410e+06 +102 1.177183e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,SARIMAX,1.140202283859253,"96 1274522.500 +97 1453384.250 +98 1453384.250 +99 1440357.375 +100 1407703.500 +101 1440357.375 +102 1419353.625 +103 1438173.125 +104 1425146.250 +105 1450501.500 +106 1449562.625 +107 1432375.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,XGBoost,1.0441582202911377,"96 290242.781250 +97 121677.421875 +98 289715.937500 +99 292101.843750 +100 290242.781250 +101 107293.992188 +102 36689.000000 +103 39564.617188 +104 39564.617188 +105 11868.343750 +106 11868.343750 +107 292101.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,XGBoost,1.0446176528930664,"75 17295.179688 +76 20383.482422 +77 19715.521484 +78 14729.513672 +79 14942.094727 +80 14823.064453 +81 14805.738281 +82 14879.167969 +83 19534.425781 +84 14025.909180 +85 13496.417969 +86 14729.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,XGBoost,1.1059496402740479,"96 14412.084961 +97 25589.251953 +98 26729.382812 +99 26276.250000 +100 22940.248047 +101 13832.717773 +102 22546.601562 +103 25328.296875 +104 13832.717773 +105 13832.717773 +106 13832.717773 +107 26276.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,AR,0.9437828063964844,"84 4423.968750 +85 5925.936035 +86 2157.121338 +87 5925.936035 +88 5878.229980 +89 2157.121338 +90 2321.848877 +91 5367.908691 +92 3961.555908 +93 3996.237549 +94 5521.637695 +95 6523.773926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,SARIMAX,1.0090243816375732,"96 419657.71875 +97 493525.50000 +98 493359.78125 +99 479869.21875 +100 494581.50000 +101 481596.34375 +102 479869.21875 +103 491234.12500 +104 476236.21875 +105 422091.84375 +106 422435.84375 +107 491448.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,SARIMAX,1.770944356918335,"96 100798.664062 +97 40739.289062 +98 81580.109375 +99 60707.984375 +100 40739.289062 +101 27034.994141 +102 20083.015625 +103 24413.498047 +104 21042.003906 +105 20515.056641 +106 20126.548828 +107 100798.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,HWES,2.922758102416992,"87 10053.514648 +88 13964.489258 +89 10372.472656 +90 18175.644531 +91 15778.631836 +92 13925.908203 +93 10135.177734 +94 6735.462402 +95 6882.979004 +96 4674.922363 +97 4674.922363 +98 4705.971191 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ISS,XGBoost,2.658236503601074,"96 39087.019531 +97 38150.445312 +98 35188.269531 +99 35470.269531 +100 32466.404297 +101 42933.621094 +102 38230.632812 +103 37740.519531 +104 42542.753906 +105 39269.601562 +106 42542.753906 +107 39553.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,XGBoost,1.020533561706543,"94 58295.105469 +95 61056.527344 +96 59196.093750 +97 33473.410156 +98 33473.410156 +99 46625.460938 +100 46201.039062 +101 71783.148438 +102 29045.521484 +103 57937.601562 +104 21350.513672 +105 20197.091797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,SES,1.0367958545684814,"96 453982.12500 +97 763962.43750 +98 813095.37500 +99 504096.93750 +100 814499.56250 +101 477069.96875 +102 476597.00000 +103 764195.31250 +104 417036.56250 +105 794326.25000 +106 448563.87500 +107 741946.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,AR,1.035738229751587,"96 110982.390625 +97 53984.996094 +98 56586.953125 +99 106367.531250 +100 106367.531250 +101 56586.953125 +102 53984.996094 +103 38928.394531 +104 110982.390625 +105 -370261.218750 +106 -369413.812500 +107 2749.187012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,IPTU,SARIMAX,1.4518229961395264,"96 23238.458984 +97 23238.458984 +98 234951.890625 +99 197169.140625 +100 45584.316406 +101 45584.316406 +102 37078.136719 +103 27674.087891 +104 24684.730469 +105 10167.553711 +106 24230.912109 +107 41060.011719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ISS,AR,1.1396028995513916,"96 30670.605469 +97 30953.380859 +98 26160.984375 +99 28071.591797 +100 28504.617188 +101 26270.521484 +102 24525.173828 +103 22943.892578 +104 27072.771484 +105 30777.914062 +106 35462.875000 +107 28071.591797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ITBI,XGBoost,0.8667051792144775,"94 27773.041016 +95 27455.175781 +96 25909.574219 +97 25697.312500 +98 26821.251953 +99 25890.511719 +100 25681.193359 +101 25690.757812 +102 25649.857422 +103 25754.996094 +104 25649.857422 +105 25649.857422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,SES,0.9631729125976562,"96 435940.31250 +97 474311.06250 +98 475834.09375 +99 475796.21875 +100 455563.71875 +101 408951.65625 +102 406114.34375 +103 373328.96875 +104 372918.18750 +105 375661.09375 +106 395388.03125 +107 364444.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,XGBoost,0.9283256530761719,"96 149328.718750 +97 40875.628906 +98 133696.640625 +99 154719.765625 +100 127403.523438 +101 40875.628906 +102 19936.919922 +103 32967.394531 +104 20215.742188 +105 14934.164062 +106 14934.164062 +107 149328.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,IPTU,HWES,1.5014798641204834,"83 9.429235e+04 +84 2.605359e+05 +85 7.451761e+05 +86 2.283610e+06 +87 4.175992e+05 +88 4.175992e+05 +89 4.175992e+05 +90 4.175992e+05 +91 4.175992e+05 +92 4.044952e+05 +93 2.040648e+06 +94 4.325491e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ISS,MLP,0.9098289012908936,"84 652004.008172 +85 665002.423916 +86 673823.511856 +87 684368.394103 +88 696241.287524 +89 709678.338351 +90 731032.440704 +91 739560.254758 +92 752945.965354 +93 765657.077393 +94 775320.064987 +95 783984.416670 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ITBI,SES,1.015519142150879,"84 359304.65625 +85 350397.56250 +86 352772.65625 +87 351038.18750 +88 387798.21875 +89 385081.59375 +90 385224.59375 +91 387156.62500 +92 385615.84375 +93 364374.78125 +94 364122.34375 +95 362726.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,SARIMAX,1.2364861965179443,"84 1491633.375 +85 1705447.625 +86 1704335.750 +87 1550263.750 +88 1798749.625 +89 1538199.500 +90 1538199.500 +91 1779547.750 +92 1538199.500 +93 1507289.750 +94 1514993.750 +95 1779547.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,XGBoost,1.8620431423187256,"84 1.654245e+06 +85 6.496181e+05 +86 6.496181e+05 +87 1.653906e+06 +88 6.496181e+05 +89 6.439868e+05 +90 5.986948e+05 +91 4.811831e+05 +92 4.423249e+05 +93 4.544985e+05 +94 4.500388e+05 +95 1.654245e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,IPTU,XGBoost,1.2229571342468262,"90 1646.872437 +91 1646.872437 +92 3743.757080 +93 2834.265137 +94 8573.264648 +95 7215.281738 +96 7215.281738 +97 3107.427246 +98 1184.398926 +99 1184.398926 +100 1259.072998 +101 1332.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ISS,MLP,1.589695692062378,"96 30067.763736 +97 35124.280650 +98 38276.221938 +99 45767.522530 +100 50228.484751 +101 60252.266118 +102 65751.243603 +103 75860.165173 +104 88273.135074 +105 100051.900022 +106 119121.089780 +107 134788.166264 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ITBI,Prophet,1.6881206035614014,"96 5661.730469 +97 8641.829102 +98 2974.591309 +99 7265.484863 +100 10479.267578 +101 4612.032227 +102 46116.042969 +103 5661.730469 +104 5800.514160 +105 8840.234375 +106 2583.484375 +107 7024.700684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,XGBoost,0.9699306488037109,"96 509731.03125 +97 582007.81250 +98 587911.75000 +99 578007.93750 +100 600389.56250 +101 594995.93750 +102 594995.93750 +103 581939.81250 +104 362415.12500 +105 514042.06250 +106 515833.84375 +107 587911.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,AR,2.897949695587158,"96 156166.953125 +97 29491.703125 +98 47398.894531 +99 131829.921875 +100 67716.500000 +101 29706.574219 +102 29706.574219 +103 39226.113281 +104 39601.886719 +105 39360.296875 +106 47398.894531 +107 156166.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,IPTU,Prophet,1.392073392868042,"93 170106.859375 +94 170106.859375 +95 170106.859375 +96 170106.859375 +97 170106.859375 +98 170106.859375 +99 170106.859375 +100 319339.250000 +101 334916.593750 +102 95975.281250 +103 118457.406250 +104 633007.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ISS,SARIMAX,0.9593281745910645,"96 367882.15625 +97 367715.62500 +98 362908.43750 +99 362908.43750 +100 362908.43750 +101 362908.43750 +102 362908.43750 +103 362908.43750 +104 362908.43750 +105 362908.43750 +106 362908.43750 +107 362908.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ITBI,SES,1.3476252555847168,"96 92747.148438 +97 55304.164062 +98 93221.015625 +99 114949.195312 +100 88175.031250 +101 88648.914062 +102 53232.910156 +103 110347.187500 +104 88175.031250 +105 110347.187500 +106 87676.796875 +107 105702.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,SARIMAX,1.199345588684082,"96 1729384.250 +97 1839017.125 +98 1825449.625 +99 1822188.875 +100 1806663.875 +101 1830665.250 +102 1869633.250 +103 1869633.250 +104 2043050.875 +105 2019906.375 +106 2019906.375 +107 1975373.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,XGBoost,1.0715909004211426,"96 1.278836e+06 +97 8.092968e+05 +98 8.092968e+05 +99 1.278836e+06 +100 7.798291e+05 +101 5.333712e+05 +102 4.914572e+05 +103 4.368211e+05 +104 3.984872e+05 +105 3.623707e+05 +106 3.623707e+05 +107 1.278836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,IPTU,XGBoost,1.0816702842712402,"96 7623.455566 +97 50476.351562 +98 50476.351562 +99 17278.392578 +100 18739.083984 +101 51998.308594 +102 10608.735352 +103 8178.267090 +104 14961.876953 +105 9077.313477 +106 7101.818848 +107 11307.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ISS,SARIMAX,1.8349671363830566,"96 35015.550781 +97 39550.214844 +98 31271.839844 +99 33266.171875 +100 31268.289062 +101 31268.289062 +102 22981.080078 +103 23309.144531 +104 26198.802734 +105 22975.578125 +106 22946.910156 +107 23309.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ITBI,XGBoost,1.1648190021514893,"94 11689.704102 +95 11629.841797 +96 11970.250977 +97 11848.412109 +98 18464.267578 +99 33280.578125 +100 12480.213867 +101 33280.578125 +102 11970.250977 +103 11970.250977 +104 11140.646484 +105 11627.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,XGBoost,0.9515566825866699,"96 398643.25000 +97 434891.31250 +98 440169.37500 +99 427154.21875 +100 440816.09375 +101 435352.28125 +102 427154.21875 +103 427154.21875 +104 427154.21875 +105 397905.93750 +106 406509.31250 +107 450104.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,XGBoost,1.0997436046600342,"95 70217.492188 +96 43440.574219 +97 43440.574219 +98 70216.617188 +99 37733.105469 +100 21716.316406 +101 11039.739258 +102 14086.411133 +103 8637.272461 +104 9598.322266 +105 9476.953125 +106 70205.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,IPTU,XGBoost,1.00471830368042,"95 208222.312500 +96 975322.562500 +97 799036.625000 +98 183902.687500 +99 719148.750000 +100 110767.117188 +101 117837.703125 +102 117837.703125 +103 146742.687500 +104 146742.687500 +105 146742.687500 +106 113259.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ISS,XGBoost,1.000835657119751,"96 337912.68750 +97 310983.78125 +98 311612.31250 +99 297525.93750 +100 342163.93750 +101 342163.93750 +102 311612.31250 +103 323249.81250 +104 322217.93750 +105 317574.18750 +106 322217.93750 +107 379230.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ITBI,SARIMAX,2.9401140213012695,"96 209374.187500 +97 459939.750000 +98 217767.718750 +99 209374.187500 +100 442803.062500 +101 177993.171875 +102 501675.718750 +103 176568.218750 +104 130402.937500 +105 167004.656250 +106 130402.937500 +107 182558.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,Prophet,0.9990830421447754,"96 3632826.75 +97 3637922.25 +98 2348615.00 +99 2161824.50 +100 2394002.00 +101 3638503.75 +102 2159392.25 +103 2169857.00 +104 3638503.75 +105 2145425.75 +106 2335989.75 +107 2363862.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,XGBoost,1.0370969772338867,"96 852953.375000 +97 486604.437500 +98 481205.625000 +99 852953.375000 +100 708855.250000 +101 305658.187500 +102 295277.906250 +103 191667.468750 +104 113645.093750 +105 110443.867188 +106 83439.375000 +107 737005.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,IPTU,AR,1.5529201030731201,"96 344058.43750 +97 547327.75000 +98 426016.18750 +99 152672.87500 +100 212142.31250 +101 212142.31250 +102 158154.62500 +103 209191.34375 +104 209191.34375 +105 152672.87500 +106 152672.87500 +107 547779.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ISS,MLP,2.240043878555298,"96 480291.980401 +97 494054.745385 +98 514806.816104 +99 536238.644832 +100 551239.352696 +101 563024.265984 +102 583277.149010 +103 599665.919125 +104 624005.312583 +105 654562.258020 +106 687663.777299 +107 714748.401001 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ITBI,Prophet,1.1809930801391602,"94 66249.109375 +95 137563.921875 +96 132835.406250 +97 115315.898438 +98 202818.125000 +99 154436.031250 +100 159195.109375 +101 126534.492188 +102 129124.007812 +103 129261.250000 +104 129261.250000 +105 128740.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,SES,1.0586891174316406,"96 1164220.000 +97 1411595.000 +98 1445450.875 +99 1430613.375 +100 1492119.000 +101 1397374.375 +102 1524239.750 +103 1411595.000 +104 1429937.750 +105 1431931.625 +106 1398050.000 +107 1524239.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,MLP,1.0038189888000488,"94 605093.624932 +95 590558.787675 +96 415557.163945 +97 487228.203465 +98 665152.159464 +99 842127.213177 +100 460395.993509 +101 494522.908486 +102 485216.590588 +103 499295.207583 +104 549199.919843 +105 920529.274962 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,IPTU,XGBoost,0.956820011138916,"67 81202.343750 +68 144650.609375 +69 143517.656250 +70 143611.312500 +71 143479.796875 +72 141381.078125 +73 141381.078125 +74 141381.078125 +75 143479.796875 +76 158159.625000 +77 143479.796875 +78 141381.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ISS,XGBoost,1.0205860137939453,"96 23967.826172 +97 25288.054688 +98 25469.890625 +99 25589.433594 +100 34920.996094 +101 34075.328125 +102 34075.328125 +103 34311.015625 +104 34231.894531 +105 34222.562500 +106 34231.894531 +107 34211.511719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ITBI,Prophet,1.0090160369873047,"93 17492.626953 +94 36109.621094 +95 11255.136719 +96 9273.577148 +97 23779.013672 +98 42045.582031 +99 41010.824219 +100 27640.228516 +101 41010.824219 +102 42045.582031 +103 14283.687500 +104 41010.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,SARIMAX,1.108140468597412,"96 483600.12500 +97 531096.87500 +98 537837.68750 +99 525593.75000 +100 537837.68750 +101 525593.75000 +102 525593.75000 +103 531096.87500 +104 528856.43750 +105 509216.46875 +106 509216.46875 +107 541100.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,XGBoost,1.353365182876587,"95 192775.093750 +96 169949.359375 +97 169949.359375 +98 187391.328125 +99 169949.359375 +100 88266.898438 +101 58613.585938 +102 58613.585938 +103 59347.718750 +104 59347.718750 +105 59347.718750 +106 192775.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,IPTU,AR,0.8757288455963135,"96 2.966119e+06 +97 8.271204e+06 +98 1.498727e+06 +99 1.392757e+06 +100 1.392757e+06 +101 1.392757e+06 +102 1.392757e+06 +103 1.392757e+06 +104 1.498727e+06 +105 2.524454e+05 +106 4.224827e+05 +107 2.979399e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ISS,Prophet,0.9382131099700928,"96 10778494.0 +97 10925729.0 +98 10939272.0 +99 10764539.0 +100 10979571.0 +101 11050927.0 +102 10283872.0 +103 10000272.0 +104 10497148.0 +105 10779169.0 +106 10779169.0 +107 10475484.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ITBI,SARIMAX,0.9537887573242188,"96 1.097134e+06 +97 1.193956e+06 +98 9.155764e+05 +99 1.117790e+06 +100 1.018264e+06 +101 8.967005e+05 +102 9.155764e+05 +103 1.200922e+06 +104 1.025230e+06 +105 1.018264e+06 +106 9.219193e+05 +107 9.702850e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,XGBoost,1.395608901977539,"96 16840106.0 +97 17899160.0 +98 17899160.0 +99 17398046.0 +100 17532088.0 +101 17377900.0 +102 17377900.0 +103 17163932.0 +104 17143786.0 +105 17143786.0 +106 16657336.0 +107 17747592.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,XGBoost,1.4079020023345947,"96 6667627.000 +97 3127153.750 +98 3150231.500 +99 6670561.000 +100 6668131.500 +101 3135853.000 +102 2613670.750 +103 1925484.250 +104 1486311.375 +105 1513474.375 +106 1438781.500 +107 6670277.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,IPTU,SARIMAX,1.2100133895874023,"96 5213.012695 +97 23563.943359 +98 102220.554688 +99 102220.554688 +100 19873.244141 +101 5398.785156 +102 9540.501953 +103 11646.270508 +104 11239.909180 +105 8236.448242 +106 17579.421875 +107 10267.231445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ISS,MLP,2.289074659347534,"96 42875.045347 +97 44693.691249 +98 45517.497758 +99 45880.189931 +100 47315.198890 +101 48433.426818 +102 49571.383482 +103 51065.631402 +104 52897.244930 +105 55669.588532 +106 57574.270921 +107 57549.026634 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ITBI,XGBoost,4.175531625747681,"96 4967.145508 +97 7619.358887 +98 6912.284668 +99 7023.511230 +100 2804.379150 +101 3537.528320 +102 4150.093262 +103 8880.614258 +104 2381.745117 +105 9977.685547 +106 6625.751953 +107 1565.459595 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,SARIMAX,0.9665005207061768,"96 621409.6250 +97 737139.6250 +98 723571.4375 +99 735248.8125 +100 732337.0000 +101 735248.8125 +102 735248.8125 +103 729311.2500 +104 699441.6875 +105 702189.1250 +106 644735.5000 +107 723619.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,AR,1.1330173015594482,"96 382946.625000 +97 123114.968750 +98 139147.875000 +99 254917.671875 +100 139147.875000 +101 116895.062500 +102 104189.875000 +103 87948.640625 +104 87948.640625 +105 87317.132812 +106 87317.132812 +107 382946.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,XGBoost,0.9652161598205566,"96 1033900.500 +97 2152778.000 +98 2371277.500 +99 2204396.250 +100 1038033.000 +101 1038323.375 +102 1024473.125 +103 1024473.125 +104 1081095.000 +105 1038033.000 +106 1038033.000 +107 2152778.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,XGBoost,0.9003739356994629,"96 1.054740e+06 +97 9.767048e+05 +98 9.962391e+05 +99 1.045248e+06 +100 9.767048e+05 +101 1.096802e+06 +102 9.915575e+05 +103 1.076298e+06 +104 9.915575e+05 +105 1.028446e+06 +106 1.039998e+06 +107 1.039998e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,MLP,1.897416591644287,"96 9.933914e+05 +97 1.044008e+06 +98 8.367868e+05 +99 1.084336e+06 +100 1.175828e+06 +101 1.296942e+06 +102 1.423634e+06 +103 1.564284e+06 +104 1.762189e+06 +105 1.941129e+06 +106 2.216453e+06 +107 2.002600e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,SARIMAX,1.5443143844604492,"96 4969527.5 +97 5195005.5 +98 5291972.0 +99 4875540.5 +100 5290160.0 +101 4875540.5 +102 4875540.5 +103 5195005.5 +104 4924266.5 +105 4962490.0 +106 4962490.0 +107 5291972.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,XGBoost,1.0434961318969727,"96 3.159489e+06 +97 2.379167e+06 +98 2.683043e+06 +99 3.159489e+06 +100 3.159489e+06 +101 2.379167e+06 +102 1.300670e+06 +103 1.211784e+06 +104 7.595620e+05 +105 6.637872e+05 +106 6.637872e+05 +107 3.159489e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,IPTU,SARIMAX,1.4779236316680908,"96 6.335825e+05 +97 9.043014e+05 +98 2.432246e+06 +99 4.954444e+06 +100 2.440526e+06 +101 2.767882e+06 +102 2.353235e+06 +103 2.384680e+06 +104 2.380876e+06 +105 9.324265e+05 +106 9.516801e+05 +107 9.010655e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ISS,MLP,1.387688159942627,"96 1.118967e+06 +97 1.102484e+06 +98 1.148513e+06 +99 1.185655e+06 +100 1.216720e+06 +101 1.265796e+06 +102 1.266578e+06 +103 1.274924e+06 +104 1.299567e+06 +105 1.345388e+06 +106 1.362373e+06 +107 1.363698e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ITBI,HWES,1.3749463558197021,"96 4.572078e+05 +97 1.089917e+06 +98 1.096215e+06 +99 1.096215e+06 +100 1.087781e+06 +101 1.096215e+06 +102 1.095990e+06 +103 1.096215e+06 +104 1.096388e+06 +105 1.096215e+06 +106 1.088630e+06 +107 1.096215e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,SARIMAX,0.9829103946685791,"96 4459925.0 +97 4995862.0 +98 4987719.0 +99 4325319.5 +100 5035594.5 +101 4269454.5 +102 4479364.0 +103 5138246.5 +104 4269454.5 +105 4262009.0 +106 4421754.5 +107 5023297.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,XGBoost,1.3927388191223145,"96 2.247074e+06 +97 1.320896e+06 +98 1.600898e+06 +99 2.215866e+06 +100 2.215866e+06 +101 9.023211e+05 +102 7.994009e+05 +103 5.290816e+05 +104 3.747256e+05 +105 3.747256e+05 +106 3.540093e+05 +107 2.247074e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,XGBoost,3.3667759895324707,"96 6052358.000 +97 1692395.375 +98 1636683.750 +99 1597613.250 +100 1597613.250 +101 1518652.250 +102 1518652.250 +103 1518652.250 +104 1518652.250 +105 1518652.250 +106 1518823.750 +107 1526039.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ISS,MLP,1.7423210144042969,"96 1.389922e+06 +97 1.403339e+06 +98 1.423143e+06 +99 1.440038e+06 +100 1.453517e+06 +101 1.467425e+06 +102 1.486089e+06 +103 1.505628e+06 +104 1.526429e+06 +105 1.544227e+06 +106 1.558462e+06 +107 1.577047e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,SARIMAX,0.9754424095153809,"96 842405.3125 +97 783779.2500 +98 806317.8125 +99 806317.8125 +100 816567.3750 +101 783779.2500 +102 793143.6250 +103 793143.6250 +104 825628.5625 +105 783779.2500 +106 783779.2500 +107 790205.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.0966110229492188,"96 4565137.0 +97 5185682.0 +98 5232454.0 +99 5194194.5 +100 5077571.0 +101 5191707.0 +102 5191707.0 +103 4997789.0 +104 4888871.0 +105 4911513.0 +106 4943700.5 +107 4975858.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9392688274383545,"96 3.504354e+06 +97 1.683558e+06 +98 2.191401e+06 +99 3.503398e+06 +100 3.503398e+06 +101 1.500301e+06 +102 1.325243e+06 +103 1.036063e+06 +104 8.980579e+05 +105 8.197046e+05 +106 7.130792e+05 +107 3.504354e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,IPTU,SARIMAX,1.062366247177124,"92 1.807525e+05 +93 1.807525e+05 +94 2.493338e+05 +95 1.855495e+05 +96 2.193960e+05 +97 7.944736e+05 +98 5.078178e+06 +99 2.493338e+05 +100 4.786631e+05 +101 1.940501e+05 +102 1.855495e+05 +103 2.493338e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ISS,MLP,3.673213243484497,"96 730339.799463 +97 742278.129895 +98 778710.889199 +99 781464.728783 +100 797694.012211 +101 822438.962154 +102 841527.708102 +103 868354.898766 +104 888723.198566 +105 916269.013613 +106 924906.986540 +107 952544.209948 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ITBI,MLP,2.571049928665161,"96 353357.358128 +97 362629.688477 +98 361485.847734 +99 369830.368777 +100 371836.023002 +101 381794.720621 +102 373686.462595 +103 370173.434440 +104 386695.160645 +105 403571.706760 +106 419991.295642 +107 433461.070934 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,SES,1.247420072555542,"96 1361832.500 +97 1423151.875 +98 1509219.125 +99 1347611.375 +100 1543199.625 +101 1347611.375 +102 1347611.375 +103 1423151.875 +104 1349115.250 +105 1349815.750 +106 1354555.500 +107 1509219.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,AR,1.0205061435699463,"96 2.193343e+06 +97 8.266461e+05 +98 8.349210e+05 +99 2.182293e+06 +100 8.349210e+05 +101 6.869518e+05 +102 6.173388e+05 +103 5.039034e+05 +104 4.703304e+05 +105 4.588393e+05 +106 4.306818e+05 +107 2.193343e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,IPTU,XGBoost,1.0270564556121826,"83 1059.031006 +84 395.086182 +85 451.889465 +86 1447.941772 +87 2430.822998 +88 2118.943115 +89 932.647400 +90 1134.475098 +91 481.410400 +92 270.846863 +93 297.332916 +94 113.555145 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ISS,SES,1.3747739791870117,"96 13187.673828 +97 17204.777344 +98 17454.259766 +99 17536.421875 +100 18174.144531 +101 15767.505859 +102 16255.988281 +103 16119.834961 +104 16238.958008 +105 16448.300781 +106 16658.478516 +107 16117.528320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ITBI,XGBoost,1.2536840438842773,"93 5832.126953 +94 6566.997559 +95 6717.813477 +96 7072.385254 +97 8920.221680 +98 10245.290039 +99 6351.826660 +100 7090.383789 +101 12942.249023 +102 15583.977539 +103 13746.368164 +104 9244.580078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,SARIMAX,0.8730008602142334,"96 308776.28125 +97 349705.96875 +98 349705.96875 +99 317151.68750 +100 352361.37500 +101 317151.68750 +102 317151.68750 +103 349705.96875 +104 317151.68750 +105 316116.34375 +106 314892.06250 +107 336237.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,SARIMAX,1.1127629280090332,"94 82294.968750 +95 82284.882812 +96 82284.882812 +97 82340.242188 +98 82284.882812 +99 82244.406250 +100 82244.406250 +101 82171.093750 +102 82294.007812 +103 82341.585938 +104 82171.093750 +105 82294.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,IPTU,XGBoost,0.9540555477142334,"78 7768.799805 +79 2491.885498 +80 2316.969971 +81 2517.526611 +82 2409.772949 +83 2888.279297 +84 6583.123535 +85 1989.942627 +86 1989.942627 +87 24978.955078 +88 2493.128906 +89 1989.942627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ISS,AR,0.9396224021911621,"96 8226.027344 +97 7431.081055 +98 7959.462891 +99 8724.343750 +100 8043.446289 +101 8157.697266 +102 9040.086914 +103 7117.798340 +104 7273.784180 +105 7381.448242 +106 11551.980469 +107 7521.625488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ITBI,SES,0.8855082988739014,"91 8408.261719 +92 3330.200195 +93 11584.846680 +94 2726.949219 +95 5828.947266 +96 9731.022461 +97 10680.656250 +98 10680.656250 +99 11186.597656 +100 8824.115234 +101 6764.572754 +102 9536.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,SARIMAX,3.5969510078430176,"96 395719.59375 +97 429891.40625 +98 430322.62500 +99 429891.40625 +100 444135.28125 +101 431081.90625 +102 428744.53125 +103 428744.53125 +104 429935.03125 +105 429935.03125 +106 402199.56250 +107 420433.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,MLP,1.514143705368042,"95 94711.517565 +96 41711.264408 +97 59184.140354 +98 68165.758476 +99 74090.893264 +100 68188.873777 +101 72090.369313 +102 82518.580761 +103 95405.191297 +104 109660.322876 +105 132775.800307 +106 246916.499013 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,IPTU,HWES,1.0096781253814697,"85 1421.917969 +86 1423.207397 +87 1919.834961 +88 1421.917969 +89 70531.523438 +90 70774.531250 +91 17207.302734 +92 34783.558594 +93 13010.972656 +94 14085.691406 +95 17207.302734 +96 14085.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ISS,XGBoost,0.9066574573516846,"96 23369.707031 +97 25897.884766 +98 24693.041016 +99 18438.832031 +100 22009.244141 +101 25454.486328 +102 20206.519531 +103 18430.996094 +104 18852.287109 +105 17753.478516 +106 18371.343750 +107 18877.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ITBI,SARIMAX,0.8511762619018555,"93 27285.089844 +94 24464.146484 +95 143993.562500 +96 144692.718750 +97 144033.500000 +98 143825.656250 +99 143962.953125 +100 143951.328125 +101 144823.390625 +102 143825.656250 +103 144270.500000 +104 143962.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,SES,1.3375685214996338,"96 480718.5000 +97 561551.6875 +98 625060.3750 +99 553491.6250 +100 629775.6875 +101 557455.7500 +102 553491.6250 +103 561732.2500 +104 557453.0625 +105 557453.0625 +106 537916.1250 +107 625060.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,XGBoost,1.1600327491760254,"96 217724.031250 +97 120501.320312 +98 133784.734375 +99 217724.031250 +100 208889.203125 +101 88001.250000 +102 88050.664062 +103 72470.421875 +104 71834.851562 +105 71948.804688 +106 63696.582031 +107 217724.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,IPTU,SARIMAX,0.9756150245666504,"96 12667697.00 +97 2395970.50 +98 2362908.75 +99 2529053.75 +100 2529053.75 +101 2529053.75 +102 2529053.75 +103 2808966.75 +104 2529053.75 +105 2188834.00 +106 2281795.25 +107 8915563.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ISS,SARIMAX,0.8217892646789551,"96 4206359.00 +97 4187164.50 +98 4187164.50 +99 4187164.50 +100 4206359.00 +101 4206359.00 +102 4206359.00 +103 4206359.00 +104 4206359.00 +105 4206359.00 +106 4206359.00 +107 4043142.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ITBI,AR,1.1684110164642334,"96 1.674000e+06 +97 1.245885e+06 +98 1.083968e+06 +99 1.361682e+06 +100 1.267805e+06 +101 1.342930e+06 +102 1.125371e+06 +103 1.162550e+06 +104 1.108184e+06 +105 1.205480e+06 +106 1.076060e+06 +107 8.594847e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,SARIMAX,1.052039384841919,"96 8825707.0 +97 9605847.0 +98 9496933.0 +99 9928105.0 +100 9496933.0 +101 9507124.0 +102 9576881.0 +103 9605847.0 +104 9291401.0 +105 8867669.0 +106 8817520.0 +107 9535015.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,SARIMAX,1.4182982444763184,"96 3.981898e+06 +97 2.579482e+06 +98 2.404716e+06 +99 4.450130e+06 +100 3.981898e+06 +101 1.590940e+06 +102 1.137864e+06 +103 1.063388e+06 +104 6.175746e+05 +105 5.172750e+05 +106 3.802789e+05 +107 3.981898e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,IPTU,SARIMAX,1.3686463832855225,"83 45683.277344 +84 45683.277344 +85 159271.734375 +86 142500.953125 +87 261460.875000 +88 263838.875000 +89 -16190.422852 +90 -16190.422852 +91 6038.311523 +92 -16190.422852 +93 -16190.422852 +94 -2501.792969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ISS,XGBoost,1.1126842498779297,"95 272492.03125 +96 284009.28125 +97 284658.75000 +98 293475.40625 +99 292098.75000 +100 294156.28125 +101 295661.71875 +102 295661.71875 +103 297086.21875 +104 286199.62500 +105 286199.62500 +106 284694.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ITBI,AR,0.9001212120056152,"75 144816.343750 +76 175878.531250 +77 231010.562500 +78 185049.281250 +79 209503.703125 +80 194898.093750 +81 209503.703125 +82 209726.156250 +83 195306.859375 +84 187284.656250 +85 187284.656250 +86 230601.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,SARIMAX,3.1433310508728027,"96 1628144.750 +97 1687234.625 +98 1714001.125 +99 1512556.750 +100 1892397.000 +101 1674237.125 +102 1674237.125 +103 1864218.625 +104 1605435.375 +105 1605435.375 +106 1498621.125 +107 1736839.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,MLP,1.1181085109710693,"94 1.023483e+06 +95 6.566206e+05 +96 7.462861e+05 +97 9.691303e+05 +98 9.759955e+05 +99 8.896203e+05 +100 9.797806e+05 +101 1.126018e+06 +102 1.291986e+06 +103 1.488326e+06 +104 1.739298e+06 +105 2.891642e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,IPTU,AR,0.9369800090789795,"95 280838.687500 +96 748892.562500 +97 622455.312500 +98 243201.625000 +99 245915.375000 +100 247115.484375 +101 247115.484375 +102 243201.625000 +103 251653.859375 +104 251653.859375 +105 255581.828125 +106 259947.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ISS,XGBoost,0.9900641441345215,"96 496912.96875 +97 444669.87500 +98 609609.25000 +99 534540.12500 +100 839453.43750 +101 469220.40625 +102 555104.37500 +103 534540.12500 +104 609776.37500 +105 609609.25000 +106 609609.25000 +107 611813.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ITBI,XGBoost,0.939150333404541,"95 57727.175781 +96 61046.925781 +97 365434.187500 +98 68250.882812 +99 75523.679688 +100 64857.761719 +101 79900.554688 +102 71496.492188 +103 69607.031250 +104 70561.164062 +105 59977.152344 +106 37976.292969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,SARIMAX,1.0706830024719238,"96 4389235.5 +97 4782619.0 +98 4681020.0 +99 4627178.0 +100 4571271.0 +101 4728777.5 +102 4627178.0 +103 4740136.0 +104 4686294.5 +105 4338333.0 +106 4345025.0 +107 4755781.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,MLP,0.9741239547729492,"67 9.317092e+05 +68 9.574420e+05 +69 9.175000e+05 +70 1.127236e+06 +71 1.203504e+06 +72 1.406426e+06 +73 1.767955e+06 +74 2.248235e+06 +75 2.909599e+06 +76 3.849832e+06 +77 5.105353e+06 +78 6.880511e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,IPTU,AR,1.0165412425994873,"76 1.008849e+06 +77 2.788058e+05 +78 3.657426e+05 +79 3.440779e+05 +80 3.657426e+05 +81 3.633552e+05 +82 1.929905e+05 +83 1.546888e+05 +84 2.699628e+05 +85 1.594755e+05 +86 1.594755e+05 +87 2.337508e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ISS,MLP,0.939422607421875,"76 7.627621e+05 +77 7.671642e+05 +78 7.943920e+05 +79 8.556687e+05 +80 8.684688e+05 +81 9.065807e+05 +82 9.262986e+05 +83 9.542779e+05 +84 9.946626e+05 +85 1.006817e+06 +86 1.054723e+06 +87 1.083031e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ITBI,XGBoost,1.0440411567687988,"74 157003.750000 +75 157003.750000 +76 110027.695312 +77 157003.750000 +78 110027.695312 +79 110027.695312 +80 110027.695312 +81 109963.992188 +82 110027.695312 +83 110027.695312 +84 110027.695312 +85 157003.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,XGBoost,0.8702762126922607,"74 1561474.000 +75 1572008.750 +76 1572008.750 +77 1801685.125 +78 1572008.750 +79 1928821.875 +80 1801685.125 +81 1572008.750 +82 1801685.125 +83 1684105.625 +84 1579692.000 +85 1572008.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,AR,0.9530537128448486,"76 947218.12500 +77 410291.75000 +78 677329.18750 +79 947218.12500 +80 653089.25000 +81 408877.53125 +82 365020.87500 +83 370839.40625 +84 360428.59375 +85 391184.40625 +86 345264.09375 +87 947218.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,IPTU,SARIMAX,0.9798753261566162,"89 6044.123535 +90 7355.383789 +91 5762.975098 +92 84215.609375 +93 79122.828125 +94 79450.070312 +95 77746.625000 +96 77746.625000 +97 78202.640625 +98 78386.843750 +99 78063.195312 +100 79166.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ISS,MLP,1.7702124118804932,"96 9860.508190 +97 10364.851214 +98 10886.354715 +99 11388.839846 +100 11889.712233 +101 12688.517599 +102 13558.721387 +103 14332.894048 +104 14938.922268 +105 15529.865971 +106 16319.789607 +107 16955.299414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ITBI,SARIMAX,1.0237202644348145,"91 45797.628906 +92 46314.609375 +93 46196.035156 +94 46189.238281 +95 45843.488281 +96 45607.382812 +97 45877.214844 +98 45654.582031 +99 45436.234375 +100 46314.609375 +101 45654.582031 +102 45654.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,SARIMAX,1.079742670059204,"96 306043.34375 +97 369770.28125 +98 366019.00000 +99 369770.28125 +100 389723.34375 +101 340952.50000 +102 369770.28125 +103 369770.28125 +104 305713.18750 +105 331448.37500 +106 331448.37500 +107 398847.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,SARIMAX,1.2250134944915771,"94 63727.554688 +95 31924.251953 +96 31924.251953 +97 51657.656250 +98 31924.251953 +99 31924.251953 +100 26321.806641 +101 21672.779297 +102 17486.302734 +103 18294.164062 +104 17359.458984 +105 63727.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,IPTU,SARIMAX,0.866847038269043,"84 57366.500000 +85 54626.882812 +86 130099.007812 +87 109002.304688 +88 108299.109375 +89 54626.882812 +90 56316.324219 +91 56786.484375 +92 57366.500000 +93 56316.324219 +94 54626.882812 +95 45546.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ISS,HWES,1.0942134857177734,"88 457902.46875 +89 428741.21875 +90 432714.40625 +91 432113.15625 +92 429487.56250 +93 432714.40625 +94 431841.40625 +95 457786.28125 +96 457902.46875 +97 431741.50000 +98 432954.93750 +99 457902.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ITBI,SES,1.0411179065704346,"86 42291.949219 +87 33554.867188 +88 40272.480469 +89 99389.078125 +90 95183.742188 +91 41146.656250 +92 42938.640625 +93 42938.640625 +94 37277.253906 +95 83414.031250 +96 39355.027344 +97 81286.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,XGBoost,0.8939371109008789,"88 1049146.500 +89 1253314.500 +90 1254571.500 +91 1206589.750 +92 1352993.375 +93 1184426.500 +94 1184426.500 +95 1253314.500 +96 1189206.125 +97 1189729.125 +98 1081646.375 +99 1352600.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,XGBoost,2.7202095985412598,"87 211077.796875 +88 82665.695312 +89 92374.937500 +90 240490.750000 +91 252928.218750 +92 122756.203125 +93 79334.375000 +94 79152.375000 +95 80913.867188 +96 88815.960938 +97 74522.187500 +98 240490.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,IPTU,HWES,2.151303291320801,"96 9.529016e+04 +97 1.334878e+05 +98 1.604683e+05 +99 6.940942e+05 +100 2.890465e+06 +101 2.424284e+05 +102 6.163000e+04 +103 2.424284e+05 +104 2.516150e+05 +105 6.530329e+04 +106 2.340007e+05 +107 6.530329e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ISS,SARIMAX,1.2346556186676025,"96 547107.1875 +97 547284.6250 +98 584988.1250 +99 570285.3750 +100 584988.1250 +101 570285.3750 +102 584988.1250 +103 676226.6875 +104 676226.6875 +105 676226.6875 +106 676226.6875 +107 676226.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ITBI,XGBoost,1.003535270690918,"96 150065.703125 +97 197030.937500 +98 209808.921875 +99 139586.937500 +100 149472.000000 +101 189058.234375 +102 114410.046875 +103 122027.351562 +104 147477.312500 +105 142643.953125 +106 161096.156250 +107 220876.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,SARIMAX,1.1205928325653076,"96 2865116.25 +97 2453363.25 +98 2521173.75 +99 2462578.75 +100 2572334.25 +101 2481433.25 +102 2481433.25 +103 2453363.25 +104 2481433.25 +105 2246769.25 +106 2432309.75 +107 2521173.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,MLP,0.9183950424194336,"96 1.553197e+06 +97 7.746736e+05 +98 9.457990e+05 +99 1.335837e+06 +100 1.229822e+06 +101 1.027847e+06 +102 1.099996e+06 +103 1.226596e+06 +104 1.335530e+06 +105 1.516012e+06 +106 1.726087e+06 +107 3.599385e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,IPTU,AR,1.257843017578125,"95 63529.863281 +96 55396.953125 +97 70816.453125 +98 66809.742188 +99 69101.218750 +100 53681.730469 +101 53681.730469 +102 53681.730469 +103 53681.730469 +104 53681.730469 +105 53681.730469 +106 53681.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ISS,HWES,1.0375046730041504,"96 414786.68750 +97 416950.34375 +98 416950.34375 +99 436996.93750 +100 436996.93750 +101 414786.68750 +102 436996.93750 +103 413630.46875 +104 416950.34375 +105 423805.90625 +106 413630.46875 +107 436996.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ITBI,XGBoost,0.8997523784637451,"96 43060.335938 +97 39686.832031 +98 38501.691406 +99 22831.431641 +100 37512.945312 +101 52872.628906 +102 48252.414062 +103 45354.230469 +104 84119.804688 +105 46518.527344 +106 39632.949219 +107 84119.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,SES,2.792017936706543,"96 706807.6875 +97 650388.4375 +98 616904.5625 +99 585733.9375 +100 721387.7500 +101 553085.9375 +102 552515.5000 +103 584537.0625 +104 639134.1875 +105 526372.0625 +106 533376.7500 +107 545710.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,SARIMAX,4.126337766647339,"96 174828.187500 +97 102304.617188 +98 104357.914062 +99 250203.859375 +100 250757.140625 +101 75502.445312 +102 79856.882812 +103 85962.835938 +104 70775.312500 +105 104499.882812 +106 59314.296875 +107 250203.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,IPTU,SARIMAX,1.225358009338379,"96 5.220935e+05 +97 7.800935e+05 +98 4.502156e+06 +99 7.624144e+05 +100 7.800935e+05 +101 6.089209e+05 +102 9.280395e+05 +103 7.800935e+05 +104 6.161097e+05 +105 7.800935e+05 +106 6.089209e+05 +107 7.800935e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ISS,MLP,0.9814305305480957,"96 569920.023814 +97 598955.385671 +98 629055.809955 +99 656497.709093 +100 679893.461193 +101 707601.764725 +102 747706.841449 +103 779347.927188 +104 805503.269464 +105 852158.141164 +106 883672.341540 +107 936855.287170 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ITBI,MLP,1.0575804710388184,"96 147166.723639 +97 157004.986752 +98 163585.454619 +99 170584.507032 +100 171136.451597 +101 178286.544592 +102 176711.488563 +103 193887.105979 +104 191751.648327 +105 198998.669906 +106 199410.968057 +107 202048.427884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,XGBoost,0.8863592147827148,"96 1531708.125 +97 1851372.500 +98 1856309.875 +99 1851372.500 +100 1830769.125 +101 1724131.875 +102 1860465.750 +103 1851372.500 +104 1669577.750 +105 1616268.625 +106 1617574.875 +107 1733159.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,XGBoost,1.12674880027771,"96 1.035412e+06 +97 5.896573e+05 +98 9.290208e+05 +99 1.550053e+06 +100 1.035412e+06 +101 5.896573e+05 +102 4.148721e+05 +103 3.631320e+05 +104 2.671205e+05 +105 2.690288e+05 +106 2.287019e+05 +107 1.550053e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,IPTU,SARIMAX,0.929095983505249,"96 1836391.625 +97 5099116.000 +98 1836391.625 +99 1148456.750 +100 1159085.250 +101 1159085.250 +102 1041507.500 +103 1159085.250 +104 1041507.500 +105 1041507.500 +106 1041507.500 +107 1341360.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ISS,MLP,1.7502918243408203,"96 2.374028e+06 +97 2.423604e+06 +98 2.465150e+06 +99 2.505373e+06 +100 2.541273e+06 +101 2.581832e+06 +102 2.619528e+06 +103 2.654699e+06 +104 2.693929e+06 +105 2.746739e+06 +106 2.797735e+06 +107 2.845956e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ITBI,SARIMAX,1.3191916942596436,"96 1.029461e+06 +97 7.357891e+05 +98 7.215993e+05 +99 7.357891e+05 +100 9.022175e+05 +101 9.046558e+05 +102 7.225705e+05 +103 7.179354e+05 +104 7.357891e+05 +105 7.357891e+05 +106 8.584921e+05 +107 1.125394e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,SARIMAX,1.1252727508544922,"96 6267182.0 +97 6191392.0 +98 6443237.5 +99 6195932.0 +100 6447777.0 +101 7142826.0 +102 6447777.0 +103 6195932.0 +104 6320439.0 +105 7016078.0 +106 5848882.5 +107 6191392.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,XGBoost,1.0891923904418945,"96 3.108026e+06 +97 1.371006e+06 +98 2.451978e+06 +99 3.108026e+06 +100 3.108026e+06 +101 1.987283e+06 +102 1.186413e+06 +103 9.410630e+05 +104 6.453126e+05 +105 6.438809e+05 +106 4.955866e+05 +107 3.108026e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,IPTU,SARIMAX,0.852398157119751,"86 9274.271484 +87 22692.320312 +88 71395.382812 +89 101031.156250 +90 102007.148438 +91 229221.843750 +92 104740.375000 +93 93363.523438 +94 101579.218750 +95 102007.148438 +96 101823.421875 +97 101799.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ISS,HWES,1.0884032249450684,"96 43568.968750 +97 44182.574219 +98 43306.117188 +99 44455.546875 +100 45196.785156 +101 46308.964844 +102 47427.652344 +103 46043.105469 +104 45063.957031 +105 43675.429688 +106 46372.210938 +107 46633.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ITBI,XGBoost,1.048426628112793,"96 28198.074219 +97 103981.367188 +98 37193.539062 +99 38931.187500 +100 28823.375000 +101 33368.507812 +102 24503.855469 +103 92788.296875 +104 42014.808594 +105 28968.109375 +106 112862.187500 +107 26866.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,SARIMAX,2.530399799346924,"96 691915.1875 +97 822137.0625 +98 826323.0000 +99 770234.4375 +100 830380.3750 +101 770234.4375 +102 770234.4375 +103 770234.4375 +104 719503.7500 +105 719482.5000 +106 690719.0000 +107 826323.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,SARIMAX,1.1731321811676025,"96 108220.734375 +97 108220.734375 +98 102794.515625 +99 145676.531250 +100 145676.531250 +101 79958.773438 +102 80874.539062 +103 55677.566406 +104 61093.324219 +105 56040.667969 +106 55429.171875 +107 145676.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,IPTU,SARIMAX,0.926194429397583,"85 28489.271484 +86 31486.876953 +87 69771.960938 +88 127257.859375 +89 127257.859375 +90 78619.492188 +91 78619.492188 +92 78619.492188 +93 74783.125000 +94 74783.125000 +95 92532.109375 +96 74783.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ISS,SARIMAX,0.8654518127441406,"96 35697.003906 +97 40622.882812 +98 36217.066406 +99 39409.656250 +100 38889.593750 +101 41479.386719 +102 42358.730469 +103 41226.050781 +104 38013.984375 +105 35539.000000 +106 38746.281250 +107 39946.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ITBI,MLP,1.6036548614501953,"94 34335.034447 +95 35950.047131 +96 34016.556804 +97 35933.412520 +98 37578.580829 +99 37153.155874 +100 39178.939946 +101 41399.033463 +102 44046.697304 +103 46658.635800 +104 50230.727518 +105 47869.313042 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,SARIMAX,1.990823745727539,"96 385988.90625 +97 435039.84375 +98 428060.25000 +99 430708.15625 +100 429748.81250 +101 395280.43750 +102 387966.87500 +103 435039.84375 +104 395107.75000 +105 395107.75000 +106 397272.37500 +107 428060.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,MLP,1.2594108581542969,"96 124464.266190 +97 67484.297742 +98 82633.324135 +99 113644.067554 +100 99106.242303 +101 79253.792263 +102 79234.607883 +103 100826.406179 +104 95866.788279 +105 106017.588478 +106 118442.025201 +107 298842.772548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,SARIMAX,1.0421380996704102,"87 4888.570801 +88 5338.510742 +89 5540.234863 +90 13714.576172 +91 69610.718750 +92 12061.919922 +93 12061.919922 +94 13802.910156 +95 9059.528320 +96 9059.528320 +97 9008.510742 +98 8424.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ISS,MLP,3.3166911602020264,"96 53596.056349 +97 58799.896630 +98 60537.542079 +99 62486.224901 +100 65706.131147 +101 67006.283203 +102 67065.538181 +103 69189.486730 +104 73312.602948 +105 73851.727119 +106 77409.265629 +107 84116.577294 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,2.06143856048584,"92 35930.265625 +93 37672.980469 +94 37213.136719 +95 36542.136719 +96 36605.433594 +97 36368.667969 +98 37584.015625 +99 37213.136719 +100 37242.570312 +101 37119.113281 +102 36542.136719 +103 37497.722656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,SARIMAX,0.9031350612640381,"96 444628.40625 +97 491424.31250 +98 494840.15625 +99 477173.31250 +100 498861.53125 +101 484608.81250 +102 484362.28125 +103 491424.31250 +104 477173.31250 +105 477173.31250 +106 458103.37500 +107 495325.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,MLP,1.8285274505615234,"96 85012.124871 +97 48757.507938 +98 50956.316292 +99 98170.523392 +100 88103.025391 +101 59420.117063 +102 58764.908729 +103 60195.242287 +104 60862.042285 +105 63077.403694 +106 69243.429448 +107 193976.634115 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,IPTU,AR,1.1097047328948975,"79 5952.937988 +80 29161.984375 +81 36184.257812 +82 31723.421875 +83 20965.976562 +84 29161.984375 +85 44403.023438 +86 36231.367188 +87 44442.496094 +88 44442.496094 +89 20350.517578 +90 20534.775391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ISS,SARIMAX,1.2771551609039307,"80 32948.820312 +81 32948.820312 +82 32948.820312 +83 34917.843750 +84 34917.843750 +85 32948.820312 +86 34917.843750 +87 23862.564453 +88 32948.820312 +89 32948.820312 +90 24170.687500 +91 34917.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ITBI,AR,0.8369097709655762,"69 19825.457031 +70 35777.914062 +71 39260.300781 +72 8922.156250 +73 8922.156250 +74 25214.341797 +75 39319.839844 +76 8922.156250 +77 39319.839844 +78 23740.845703 +79 37899.378906 +80 12108.194336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,Prophet,0.874229907989502,"80 845041.2500 +81 810722.0000 +82 810722.0000 +83 810722.0000 +84 813382.0625 +85 862453.3125 +86 862453.3125 +87 862453.3125 +88 862453.3125 +89 810722.0000 +90 810722.0000 +91 810722.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.243131160736084,"80 53535.019531 +81 48474.007812 +82 38695.042969 +83 39463.703125 +84 39343.566406 +85 32655.453125 +86 37627.250000 +87 53009.929688 +88 53396.386719 +89 53396.386719 +90 53462.375000 +91 53658.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,IPTU,HWES,1.1985831260681152,"95 54511.808594 +96 60327.820312 +97 64491.691406 +98 738799.562500 +99 714293.875000 +100 99465.906250 +101 258417.765625 +102 102386.085938 +103 99599.445312 +104 122062.523438 +105 99465.906250 +106 102386.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ISS,MLP,1.1026113033294678,"96 175519.499621 +97 180921.090913 +98 187177.183854 +99 194115.824958 +100 199907.884107 +101 206025.468554 +102 208910.545355 +103 215237.948320 +104 220202.530781 +105 225821.811237 +106 232017.091041 +107 238569.298571 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ITBI,XGBoost,1.2592642307281494,"96 784061.562500 +97 814467.875000 +98 39581.992188 +99 203097.359375 +100 145463.250000 +101 203097.359375 +102 203097.359375 +103 142925.218750 +104 203097.359375 +105 203097.359375 +106 142925.218750 +107 196206.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,XGBoost,2.4264965057373047,"96 1608359.625 +97 1912273.750 +98 2046722.875 +99 1608359.625 +100 2049136.375 +101 1899930.500 +102 1899930.500 +103 1912273.750 +104 1858986.625 +105 1858986.625 +106 1610635.500 +107 2046722.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,XGBoost,2.086305856704712,"96 620003.875000 +97 219473.828125 +98 522368.718750 +99 620003.875000 +100 620129.312500 +101 189479.375000 +102 234420.234375 +103 150104.906250 +104 122349.976562 +105 122349.976562 +106 114576.281250 +107 620003.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,IPTU,SARIMAX,0.8688430786132812,"87 4229.990723 +88 3251.368408 +89 16535.115234 +90 26661.494141 +91 104977.828125 +92 37969.230469 +93 9057.847656 +94 9057.847656 +95 -6423.468750 +96 -1812.185913 +97 -6185.529785 +98 8919.239258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ISS,MLP,1.1224815845489502,"96 68622.159590 +97 65986.781539 +98 72224.888392 +99 76788.675572 +100 79738.976368 +101 82885.004867 +102 89972.581184 +103 88999.105412 +104 97353.232146 +105 102369.212880 +106 107498.176162 +107 115142.232701 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ITBI,XGBoost,1.0594968795776367,"94 -54686.398438 +95 21925.462891 +96 20415.085938 +97 22173.427734 +98 20951.830078 +99 20951.830078 +100 21153.314453 +101 20768.039062 +102 20415.085938 +103 20951.830078 +104 21864.927734 +105 20415.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,XGBoost,1.203993320465088,"96 526766.37500 +97 586964.18750 +98 520543.65625 +99 586964.18750 +100 659572.87500 +101 568559.75000 +102 655947.18750 +103 647253.87500 +104 647253.87500 +105 647253.87500 +106 533281.18750 +107 555232.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,SARIMAX,2.508328437805176,"96 232280.656250 +97 102016.937500 +98 180229.515625 +99 180229.515625 +100 180229.515625 +101 180229.515625 +102 131936.531250 +103 99486.648438 +104 56166.394531 +105 57276.511719 +106 60402.492188 +107 180229.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,IPTU,XGBoost,0.8530418872833252,"79 21560.658203 +80 22815.595703 +81 26532.802734 +82 25101.847656 +83 68524.750000 +84 163778.328125 +85 25130.423828 +86 25130.423828 +87 25130.423828 +88 26837.732422 +89 25468.800781 +90 25014.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ISS,SARIMAX,1.29270601272583,"96 90330.585938 +97 88451.992188 +98 93239.898438 +99 98852.828125 +100 98852.828125 +101 98852.828125 +102 98852.828125 +103 98852.828125 +104 98852.828125 +105 102237.976562 +106 93735.351562 +107 98852.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ITBI,XGBoost,0.9312806129455566,"96 48901.843750 +97 18082.173828 +98 36376.644531 +99 17619.339844 +100 49047.460938 +101 45608.523438 +102 36376.644531 +103 45608.523438 +104 45629.113281 +105 45642.300781 +106 44161.085938 +107 33794.785156 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,SES,1.2715110778808594,"96 792552.5000 +97 791882.5625 +98 833862.1250 +99 759936.1875 +100 844884.5625 +101 774209.5625 +102 759936.1875 +103 791882.5625 +104 788720.7500 +105 793495.4375 +106 800244.4375 +107 833862.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,SARIMAX,0.9840621948242188,"96 657477.750000 +97 313050.312500 +98 546004.625000 +99 546380.437500 +100 546380.437500 +101 244875.515625 +102 211051.421875 +103 191345.593750 +104 146395.953125 +105 148768.234375 +106 148768.234375 +107 657477.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,IPTU,XGBoost,3.639418840408325,"92 8305.789062 +93 8305.789062 +94 20475.542969 +95 28717.062500 +96 13045.124023 +97 -3704.670166 +98 -2289.608887 +99 -2289.608887 +100 -2289.608887 +101 -2289.608887 +102 -3704.670166 +103 -988.405884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ISS,MLP,1.039360761642456,"96 51656.373083 +97 52286.356734 +98 52979.364674 +99 54857.251893 +100 57175.520509 +101 59356.108230 +102 60583.094873 +103 61588.893763 +104 63325.924693 +105 65556.777708 +106 67943.351847 +107 69889.416955 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ITBI,Prophet,1.0366647243499756,"95 29362.533203 +96 23103.929688 +97 23222.849609 +98 16169.216797 +99 20408.962891 +100 20208.009766 +101 15544.620117 +102 20408.962891 +103 15643.344727 +104 15570.106445 +105 15570.106445 +106 15544.620117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,XGBoost,0.997927188873291,"96 561358.6250 +97 538264.1875 +98 569582.0625 +99 559154.1875 +100 560114.3125 +101 596511.2500 +102 559154.1875 +103 538264.1875 +104 559154.1875 +105 535387.1250 +106 549004.0625 +107 569786.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,AR,1.0412495136260986,"95 389572.812500 +96 95943.156250 +97 260536.609375 +98 260536.609375 +99 260536.609375 +100 95943.156250 +101 88997.765625 +102 95943.156250 +103 88997.765625 +104 88997.765625 +105 88997.765625 +106 389572.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,IPTU,AR,1.1748158931732178,"96 9.363413e+06 +97 2.386702e+06 +98 8.139875e+05 +99 8.055180e+05 +100 8.055180e+05 +101 8.484580e+05 +102 8.484580e+05 +103 8.378547e+05 +104 8.269338e+05 +105 7.810612e+05 +106 8.397671e+05 +107 3.605196e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ISS,HWES,1.2812609672546387,"96 119030.093750 +97 117822.304688 +98 124413.750000 +99 115596.039062 +100 119309.085938 +101 115431.421875 +102 110258.054688 +103 118935.656250 +104 117803.968750 +105 112089.117188 +106 106762.257812 +107 102575.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ITBI,XGBoost,1.0145061016082764,"96 354526.68750 +97 333761.81250 +98 290751.03125 +99 348830.03125 +100 292531.00000 +101 348568.09375 +102 331193.00000 +103 298060.40625 +104 358872.43750 +105 342083.96875 +106 354341.34375 +107 306829.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,SES,1.184034824371338,"96 373298.15625 +97 386519.37500 +98 390649.53125 +99 379290.65625 +100 393686.15625 +101 379290.65625 +102 379290.65625 +103 386926.03125 +104 375424.28125 +105 375817.00000 +106 375817.00000 +107 386926.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,AR,2.7201039791107178,"96 278622.031250 +97 108322.890625 +98 229027.359375 +99 278622.031250 +100 278622.031250 +101 108322.890625 +102 99545.664062 +103 99545.664062 +104 98847.031250 +105 105700.179688 +106 98847.031250 +107 259076.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,IPTU,AR,1.1976580619812012,"95 20225.837891 +96 17952.960938 +97 94070.781250 +98 5780.094727 +99 5878.550781 +100 11106.866211 +101 7713.693848 +102 30539.150391 +103 15967.965820 +104 12588.779297 +105 31695.085938 +106 12588.779297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ISS,XGBoost,0.9813094139099121,"95 818.495422 +96 978.465881 +97 1729.229980 +98 930.017090 +99 1573.943848 +100 861.146606 +101 1573.943848 +102 1310.574829 +103 1310.574829 +104 1310.574829 +105 1310.574829 +106 1310.574829 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ITBI,XGBoost,1.0491938591003418,"95 24004.673828 +96 60059.308594 +97 22886.013672 +98 27497.123047 +99 23975.953125 +100 61149.246094 +101 61149.246094 +102 61315.136719 +103 60059.308594 +104 27570.058594 +105 23195.833984 +106 23204.386719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,SARIMAX,1.0458362102508545,"96 744547.0625 +97 698210.4375 +98 708158.6250 +99 715759.9375 +100 727610.6250 +101 709499.8750 +102 715759.9375 +103 710089.0625 +104 715759.9375 +105 715759.9375 +106 715759.9375 +107 726112.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,XGBoost,1.486053228378296,"62 335920.31250 +63 335831.96875 +64 335831.96875 +65 335920.31250 +66 335920.31250 +67 335831.96875 +68 335920.31250 +69 335831.96875 +70 335831.96875 +71 335831.96875 +72 335831.96875 +73 335920.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,IPTU,SARIMAX,3.875717878341675,"92 23032.001953 +93 33036.546875 +94 116062.054688 +95 33176.906250 +96 33176.906250 +97 33754.570312 +98 35264.527344 +99 22056.093750 +100 22317.720703 +101 44518.589844 +102 33754.570312 +103 49549.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ISS,HWES,1.0685267448425293,"96 51566.187500 +97 51447.976562 +98 51447.976562 +99 51634.023438 +100 51271.039062 +101 51562.218750 +102 51621.734375 +103 51631.167969 +104 51337.187500 +105 51631.167969 +106 51472.933594 +107 51337.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ITBI,Prophet,1.0732085704803467,"95 3551.781982 +96 4683.572266 +97 -2221.509766 +98 2991.571289 +99 2991.571289 +100 6664.533203 +101 -4199.854980 +102 2991.571289 +103 -4155.683105 +104 -2865.981689 +105 -4199.854980 +106 -2865.981689 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,XGBoost,0.9021446704864502,"96 377942.50000 +97 479501.90625 +98 464422.90625 +99 488962.12500 +100 444790.43750 +101 459671.00000 +102 451233.00000 +103 459671.00000 +104 495717.37500 +105 444014.09375 +106 450879.59375 +107 464422.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,XGBoost,1.9987974166870117,"93 89874.757812 +94 105744.671875 +95 117812.960938 +96 89874.757812 +97 89874.757812 +98 66083.625000 +99 63551.898438 +100 89522.867188 +101 62641.316406 +102 36855.988281 +103 37267.574219 +104 87705.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,IPTU,XGBoost,3.0743801593780518,"95 1.019234e+05 +96 1.086314e+06 +97 1.597949e+06 +98 5.352546e+05 +99 5.350159e+05 +100 5.350159e+05 +101 5.350159e+05 +102 4.833010e+05 +103 4.930462e+05 +104 4.844031e+05 +105 4.884933e+05 +106 4.812004e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ISS,SARIMAX,0.9538059234619141,"96 300601.40625 +97 291544.31250 +98 290779.31250 +99 290779.31250 +100 290779.31250 +101 298407.46875 +102 290779.31250 +103 301414.71875 +104 299918.06250 +105 299918.06250 +106 299104.75000 +107 299918.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ITBI,XGBoost,0.9674427509307861,"96 133130.078125 +97 78390.578125 +98 322635.531250 +99 316111.468750 +100 149395.546875 +101 118444.093750 +102 136250.015625 +103 76547.101562 +104 148055.937500 +105 187767.093750 +106 147222.421875 +107 320211.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,XGBoost,1.0084826946258545,"96 2606305.75 +97 2972364.25 +98 3420207.50 +99 2972364.25 +100 3463951.00 +101 2972364.25 +102 2972364.25 +103 3463951.00 +104 2972364.25 +105 2911051.75 +106 2617835.50 +107 3422802.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,XGBoost,1.1930553913116455,"96 1.227748e+06 +97 5.022639e+05 +98 1.008633e+06 +99 1.136233e+06 +100 1.136233e+06 +101 5.022639e+05 +102 4.759980e+05 +103 5.295874e+05 +104 4.522902e+05 +105 4.522902e+05 +106 3.268163e+05 +107 1.227992e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,IPTU,XGBoost,2.262944221496582,"72 95565.507812 +73 124965.437500 +74 355476.093750 +75 355476.093750 +76 150111.296875 +77 114333.203125 +78 114537.132812 +79 114537.132812 +80 146426.234375 +81 150687.421875 +82 115113.265625 +83 114909.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ISS,AR,2.0380446910858154,"72 34069.242188 +73 34092.296875 +74 32750.558594 +75 31561.384766 +76 29485.619141 +77 28704.527344 +78 30127.570312 +79 25447.896484 +80 31383.982422 +81 35458.464844 +82 79959.765625 +83 46678.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ITBI,SARIMAX,0.8515541553497314,"72 84505.085938 +73 88902.429688 +74 57137.347656 +75 57137.347656 +76 92397.539062 +77 83569.570312 +78 90982.945312 +79 99750.523438 +80 83569.570312 +81 85032.421875 +82 57137.347656 +83 137815.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,HWES,0.8633143901824951,"72 544555.0625 +73 608796.9375 +74 610708.5625 +75 608796.9375 +76 621629.4375 +77 608796.9375 +78 608796.9375 +79 618904.4375 +80 600904.1875 +81 602054.0625 +82 595538.7500 +83 622214.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,SARIMAX,0.7739577293395996,"61 82843.945312 +62 82843.945312 +63 103867.281250 +64 103867.281250 +65 100261.960938 +66 100261.960938 +67 99606.171875 +68 99606.171875 +69 100261.960938 +70 100261.960938 +71 99347.460938 +72 103379.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,IPTU,Prophet,0.9936552047729492,"90 32668.015625 +91 29533.996094 +92 32668.015625 +93 29533.996094 +94 29533.996094 +95 59171.859375 +96 638433.187500 +97 58451.945312 +98 59171.859375 +99 58451.945312 +100 58451.945312 +101 57148.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ISS,MLP,1.2888238430023193,"96 114205.475795 +97 116682.200375 +98 120557.836949 +99 123450.693365 +100 124618.691158 +101 126908.017750 +102 129791.216426 +103 132396.061468 +104 133701.055524 +105 135930.438710 +106 137836.826469 +107 139719.149586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ITBI,SARIMAX,1.326235294342041,"95 17357.222656 +96 15510.125000 +97 18979.937500 +98 22636.986328 +99 15510.125000 +100 16257.828125 +101 16257.828125 +102 19245.109375 +103 18734.671875 +104 12165.660156 +105 11415.879883 +106 9254.850586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,SARIMAX,1.436399221420288,"96 1531236.500 +97 1851753.750 +98 1905868.125 +99 1829423.125 +100 1915429.250 +101 1833838.875 +102 1833838.875 +103 1849518.750 +104 1828764.000 +105 1651012.375 +106 1620312.500 +107 1900793.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,AR,1.1260960102081299,"96 431265.312500 +97 431289.343750 +98 413063.500000 +99 473704.812500 +100 305981.000000 +101 163221.765625 +102 157703.390625 +103 157703.390625 +104 159430.015625 +105 157703.390625 +106 159734.406250 +107 473704.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,AR,1.0906648635864258,"96 168271.265625 +97 313930.000000 +98 37258.011719 +99 37373.261719 +100 37007.777344 +101 34225.566406 +102 36957.554688 +103 39745.867188 +104 27040.027344 +105 32301.031250 +106 33449.976562 +107 35010.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,MLP,0.9521830081939697,"96 42468.893366 +97 40182.558451 +98 40824.567449 +99 43015.317855 +100 47495.746146 +101 49624.283736 +102 54117.512660 +103 55391.067364 +104 56993.898108 +105 55665.487183 +106 60968.146376 +107 65216.260789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,XGBoost,2.9275753498077393,"94 15709.482422 +95 8856.455078 +96 13298.398438 +97 8707.129883 +98 7660.257812 +99 13122.576172 +100 13024.352539 +101 14699.337891 +102 7601.814941 +103 13549.414062 +104 14699.337891 +105 14699.337891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.760129451751709,"96 412570.25000 +97 473616.28125 +98 471446.75000 +99 455095.56250 +100 475582.00000 +101 473616.28125 +102 455095.56250 +103 473616.28125 +104 454880.81250 +105 454880.81250 +106 399326.28125 +107 471446.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,MLP,0.9585013389587402,"96 142434.744037 +97 88226.365229 +98 98247.051332 +99 125641.959390 +100 144237.805791 +101 85001.502206 +102 98296.255144 +103 110380.379042 +104 104194.725025 +105 116962.134616 +106 131984.964218 +107 316372.628627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,HWES,1.1683323383331299,"93 8151.692871 +94 9797.854492 +95 39914.441406 +96 49799.910156 +97 23850.755859 +98 23343.541016 +99 26988.812500 +100 19678.548828 +101 24995.875000 +102 11512.051758 +103 5644.343262 +104 23326.427734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ISS,MLP,0.9331614971160889,"96 61427.790951 +97 72392.761014 +98 88319.759087 +99 105211.925333 +100 126095.353469 +101 151487.097380 +102 182328.977575 +103 221620.956473 +104 267557.286587 +105 325444.551251 +106 360292.109192 +107 435377.352534 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,XGBoost,0.8469369411468506,"96 46648.863281 +97 289346.187500 +98 289740.656250 +99 289865.468750 +100 289714.437500 +101 289330.906250 +102 289865.468750 +103 289714.437500 +104 289346.187500 +105 290176.656250 +106 289593.375000 +107 289330.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,SES,0.9172942638397217,"96 395401.06250 +97 468823.75000 +98 479957.50000 +99 468823.75000 +100 521918.81250 +101 468809.18750 +102 469589.96875 +103 468823.75000 +104 452146.71875 +105 452146.71875 +106 452146.71875 +107 479957.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,XGBoost,3.2522804737091064,"96 101118.570312 +97 57791.886719 +98 80558.492188 +99 87726.875000 +100 101118.570312 +101 46680.410156 +102 32467.316406 +103 35316.011719 +104 22631.421875 +105 18909.914062 +106 19733.304688 +107 101118.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,IPTU,AR,1.3538613319396973,"96 8.871340e+05 +97 6.932332e+06 +98 7.823923e+05 +99 9.178035e+05 +100 9.083034e+05 +101 9.083034e+05 +102 9.083034e+05 +103 9.083034e+05 +104 9.083034e+05 +105 8.003434e+05 +106 8.151759e+05 +107 7.997824e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ISS,MLP,1.17510986328125,"96 1.301957e+06 +97 1.341364e+06 +98 1.374774e+06 +99 1.405836e+06 +100 1.442541e+06 +101 1.474786e+06 +102 1.516879e+06 +103 1.558248e+06 +104 1.587790e+06 +105 1.625139e+06 +106 1.656687e+06 +107 1.699292e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ITBI,MLP,0.9444253444671631,"96 423249.952598 +97 446035.408823 +98 463324.212734 +99 485807.190572 +100 510614.832534 +101 538463.580891 +102 571709.114025 +103 607336.624620 +104 637351.419891 +105 682605.846514 +106 732083.854564 +107 781903.206069 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,SARIMAX,1.0757262706756592,"96 3156476.75 +97 3494523.00 +98 3779510.50 +99 3496793.75 +100 3807648.75 +101 3404521.75 +102 3404521.75 +103 3494523.00 +104 3402808.00 +105 3242296.50 +106 3228066.50 +107 3779510.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,XGBoost,3.9075818061828613,"96 2.495748e+06 +97 1.248820e+06 +98 1.398606e+06 +99 2.150621e+06 +100 1.919361e+06 +101 7.407322e+05 +102 7.307502e+05 +103 5.206872e+05 +104 3.716353e+05 +105 2.821694e+05 +106 2.629120e+05 +107 2.495748e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,XGBoost,0.9543519020080566,"85 6226.943359 +86 8191.375488 +87 10476.998047 +88 8196.373047 +89 5027.604492 +90 5027.604492 +91 3160.708496 +92 3160.708496 +93 3207.637451 +94 3194.041260 +95 3831.631592 +96 1339.638916 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ISS,XGBoost,1.1527378559112549,"96 123412.273438 +97 123464.921875 +98 123412.273438 +99 123604.687500 +100 123252.640625 +101 123412.273438 +102 123604.687500 +103 124739.039062 +104 123252.640625 +105 124739.039062 +106 123511.648438 +107 124739.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,XGBoost,1.6498703956604004,"86 8896.075195 +87 20396.898438 +88 5088.150879 +89 24989.804688 +90 26419.691406 +91 4841.837402 +92 40509.042969 +93 13938.810547 +94 28142.845703 +95 26083.791016 +96 26179.576172 +97 26179.576172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,SARIMAX,1.0491306781768799,"96 379704.50000 +97 380363.34375 +98 410827.93750 +99 380363.34375 +100 390461.50000 +101 361655.84375 +102 373319.21875 +103 380363.34375 +104 390461.50000 +105 356347.21875 +106 363397.50000 +107 415680.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,XGBoost,2.989847421646118,"96 79867.359375 +97 75949.835938 +98 75965.320312 +99 75965.320312 +100 75408.601562 +101 79867.359375 +102 56167.570312 +103 56167.570312 +104 56167.570312 +105 79867.359375 +106 56043.859375 +107 75408.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,IPTU,HWES,1.749276876449585,"83 2.760161e+05 +84 2.989721e+05 +85 2.547937e+06 +86 2.631236e+06 +87 2.989721e+05 +88 2.631236e+06 +89 2.906400e+06 +90 2.485229e+06 +91 1.461796e+06 +92 2.485229e+06 +93 2.485229e+06 +94 1.462762e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ISS,MLP,0.8559458255767822,"84 7.666516e+05 +85 7.897490e+05 +86 8.189743e+05 +87 8.435899e+05 +88 8.731789e+05 +89 8.912704e+05 +90 9.186156e+05 +91 9.486253e+05 +92 9.698712e+05 +93 9.858820e+05 +94 1.007748e+06 +95 1.028086e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ITBI,HWES,0.969977855682373,"84 118212.390625 +85 168530.031250 +86 190993.140625 +87 164975.234375 +88 156431.953125 +89 172248.234375 +90 161540.546875 +91 168530.031250 +92 172248.234375 +93 166489.937500 +94 140084.281250 +95 149002.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,SARIMAX,0.9810829162597656,"84 1683743.000 +85 1939435.000 +86 1836769.250 +87 1848970.125 +88 1836769.250 +89 1916558.875 +90 1916558.875 +91 1837961.000 +92 1815084.750 +93 1815084.750 +94 1766261.250 +95 1846773.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,AR,1.8991973400115967,"84 2.288622e+06 +85 9.233304e+05 +86 8.535913e+05 +87 1.983106e+06 +88 1.983106e+06 +89 7.501008e+05 +90 7.501008e+05 +91 5.363484e+05 +92 4.934045e+05 +93 4.754014e+05 +94 4.612570e+05 +95 2.288622e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,SARIMAX,3.3703649044036865,"94 95297.257812 +95 119925.773438 +96 282540.500000 +97 968999.500000 +98 347643.500000 +99 280543.968750 +100 275933.468750 +101 280543.968750 +102 274169.312500 +103 123404.968750 +104 91423.375000 +105 105364.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ISS,AR,1.2401976585388184,"96 271490.31250 +97 271884.59375 +98 269320.56250 +99 274087.65625 +100 248757.37500 +101 271018.03125 +102 271950.71875 +103 287952.37500 +104 289125.12500 +105 298071.90625 +106 343446.09375 +107 290244.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,SARIMAX,1.2577848434448242,"96 1182854.375 +97 1179358.750 +98 1181609.875 +99 1181609.875 +100 1181718.875 +101 1182436.000 +102 1182854.375 +103 1181609.875 +104 1188451.125 +105 1183520.000 +106 1189611.375 +107 1181609.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,SES,1.4764392375946045,"96 2134307.75 +97 2692488.50 +98 2820112.00 +99 2699953.75 +100 2736784.50 +101 2702316.50 +102 2699953.75 +103 2705241.75 +104 2702218.25 +105 2705143.50 +106 2618501.25 +107 2736155.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,XGBoost,2.0033986568450928,"96 7.738683e+05 +97 8.365427e+05 +98 3.206122e+05 +99 1.030721e+06 +100 7.738683e+05 +101 3.579090e+05 +102 2.271946e+05 +103 1.974474e+05 +104 1.051817e+05 +105 1.074113e+05 +106 9.152284e+04 +107 9.744695e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,1.0389881134033203,"89 179.923752 +90 3687.775391 +91 2620.317871 +92 80679.179688 +93 3703.461670 +94 6380.141113 +95 6380.141113 +96 19767.312500 +97 7627.748047 +98 2918.810791 +99 2918.810791 +100 1892.106445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ISS,MLP,1.6700642108917236,"96 24030.238115 +97 24983.306608 +98 25755.119530 +99 25603.197387 +100 25870.312408 +101 26625.426762 +102 27514.131729 +103 28392.927132 +104 29538.274880 +105 30670.943071 +106 31551.714568 +107 32508.912948 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ITBI,XGBoost,1.635263204574585,"81 2539.606689 +82 8041.601074 +83 2853.728271 +84 8102.904785 +85 8058.756836 +86 2749.986816 +87 8460.152344 +88 7997.034668 +89 8461.607422 +90 7653.846680 +91 8041.160156 +92 8058.756836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,SES,0.9738128185272217,"96 222603.234375 +97 250967.078125 +98 262709.625000 +99 242220.703125 +100 262709.625000 +101 242220.703125 +102 242220.703125 +103 251212.109375 +104 240645.984375 +105 221028.500000 +106 221028.500000 +107 258711.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,MLP,1.0162978172302246,"90 61246.981054 +91 38725.169813 +92 43396.521893 +93 43848.245934 +94 40739.096933 +95 42109.936020 +96 43496.017957 +97 49142.327638 +98 54454.130518 +99 60918.697739 +100 68023.138423 +101 111071.511936 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,IPTU,XGBoost,2.0182645320892334,"78 846.890076 +79 1542.250244 +80 528.850769 +81 86867.242188 +82 7758.342285 +83 7743.641113 +84 7757.098145 +85 804.096741 +86 864.139893 +87 748.752502 +88 864.139893 +89 804.096741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ISS,SARIMAX,1.787672519683838,"96 44693.902344 +97 45740.015625 +98 41714.402344 +99 45676.113281 +100 57142.738281 +101 57629.664062 +102 57258.406250 +103 57142.738281 +104 55687.863281 +105 54660.312500 +106 57258.406250 +107 55687.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ITBI,SES,1.1122801303863525,"88 44084.308594 +89 40215.039062 +90 23523.671875 +91 31491.175781 +92 97859.398438 +93 100124.281250 +94 96578.593750 +95 98947.804688 +96 98531.273438 +97 97166.156250 +98 98717.765625 +99 98609.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,SARIMAX,0.9755489826202393,"96 424054.93750 +97 506123.56250 +98 506123.56250 +99 506123.56250 +100 479714.78125 +101 496067.09375 +102 506123.56250 +103 502063.40625 +104 491014.09375 +105 492661.34375 +106 492661.34375 +107 528698.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,MLP,1.1325201988220215,"96 201255.500863 +97 93541.639491 +98 103096.719021 +99 150379.091940 +100 119372.856536 +101 107489.925416 +102 118963.384098 +103 121994.702303 +104 133119.175752 +105 150280.052513 +106 165726.447303 +107 438407.534783 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,IPTU,XGBoost,1.7033090591430664,"88 2150.397217 +89 633.206055 +90 745.664001 +91 1068.580811 +92 1050.067017 +93 9273.840820 +94 5690.196289 +95 1693.498413 +96 2178.556885 +97 842.712524 +98 786.295410 +99 652.582458 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ISS,MLP,3.338972806930542,"96 17729.359081 +97 19306.725778 +98 17746.036660 +99 19491.725247 +100 16099.487915 +101 21499.638390 +102 14551.793800 +103 20437.268309 +104 19222.894690 +105 21124.053307 +106 22606.886466 +107 22919.158980 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ITBI,XGBoost,1.6770672798156738,"89 10577.192383 +90 5684.542969 +91 4628.385254 +92 5799.546875 +93 26003.408203 +94 4885.197266 +95 9112.083984 +96 4848.848633 +97 4431.494629 +98 4259.751465 +99 28521.953125 +100 9100.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,XGBoost,0.9003040790557861,"96 301112.40625 +97 303170.31250 +98 346575.34375 +99 303170.31250 +100 350277.87500 +101 301386.62500 +102 301386.62500 +103 303170.31250 +104 301509.68750 +105 300436.62500 +106 306630.87500 +107 346575.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,MLP,1.0031695365905762,"89 28684.186825 +90 49966.939638 +91 55731.698545 +92 62021.453367 +93 44814.876954 +94 44138.674157 +95 43372.427829 +96 51819.619184 +97 54904.995822 +98 58938.105765 +99 66598.686857 +100 97796.011553 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,1.3071529865264893,"86 917.018250 +87 886.615173 +88 4125.877441 +89 4352.045898 +90 5368.862305 +91 5661.972656 +92 5661.972656 +93 15446.860352 +94 1733.208862 +95 2945.309570 +96 1200.601074 +97 1420.943604 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ISS,MLP,1.2241365909576416,"96 29114.722846 +97 27859.637141 +98 36420.709482 +99 32424.781867 +100 34244.377023 +101 29960.696484 +102 37063.476905 +103 30411.096169 +104 32851.361061 +105 36091.679387 +106 33825.381777 +107 37477.909202 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ITBI,SARIMAX,1.3547852039337158,"82 8658.263672 +83 14122.700195 +84 5295.531738 +85 15432.181641 +86 10627.529297 +87 14045.702148 +88 7531.742188 +89 7624.199707 +90 15749.401367 +91 6233.884277 +92 4161.275879 +93 10428.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,SES,1.6174566745758057,"96 424433.65625 +97 399310.84375 +98 410701.28125 +99 342032.93750 +100 414306.59375 +101 342032.93750 +102 342032.93750 +103 402916.15625 +104 394312.06250 +105 403001.28125 +106 392781.25000 +107 394312.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,SARIMAX,1.0625660419464111,"96 120597.937500 +97 103303.523438 +98 123783.398438 +99 120320.367188 +100 121831.382812 +101 27091.582031 +102 26617.935547 +103 109487.625000 +104 109487.625000 +105 105231.914062 +106 105231.914062 +107 104823.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,IPTU,SARIMAX,1.1677203178405762,"96 694195.000000 +97 262034.343750 +98 262290.187500 +99 255618.281250 +100 262290.187500 +101 254356.625000 +102 254773.484375 +103 253631.015625 +104 256237.421875 +105 256772.171875 +106 270616.187500 +107 866582.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ISS,MLP,0.9553728103637695,"96 5.668489e+05 +97 7.230536e+05 +98 9.419824e+05 +99 1.226681e+06 +100 1.591576e+06 +101 2.105609e+06 +102 2.758416e+06 +103 3.650705e+06 +104 4.892361e+06 +105 6.487781e+06 +106 8.674955e+06 +107 1.176286e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ITBI,XGBoost,1.2026989459991455,"96 28759.945312 +97 27690.394531 +98 42269.457031 +99 42269.457031 +100 42269.457031 +101 42269.457031 +102 42269.457031 +103 37992.179688 +104 42269.457031 +105 40455.574219 +106 42269.457031 +107 27484.517578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,SARIMAX,1.0678668022155762,"96 1.026787e+06 +97 1.128886e+06 +98 1.132007e+06 +99 1.133070e+06 +100 1.133283e+06 +101 1.097685e+06 +102 1.129668e+06 +103 1.130266e+06 +104 1.097685e+06 +105 1.064387e+06 +106 1.040047e+06 +107 1.108922e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,XGBoost,1.1260757446289062,"96 507840.250000 +97 333893.656250 +98 507840.250000 +99 769284.125000 +100 507840.250000 +101 305679.656250 +102 312289.500000 +103 273819.375000 +104 157892.296875 +105 156280.015625 +106 154588.796875 +107 670405.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,IPTU,AR,1.0178048610687256,"91 100634.835938 +92 95592.554688 +93 107426.218750 +94 103321.273438 +95 104880.320312 +96 105019.710938 +97 105019.710938 +98 108081.117188 +99 108276.054688 +100 107583.945312 +101 107129.148438 +102 102206.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ISS,MLP,1.126587152481079,"92 290241.200914 +93 300029.980984 +94 308278.563508 +95 316510.602550 +96 322308.806079 +97 332995.178321 +98 336796.305922 +99 344284.218131 +100 349173.950613 +101 353547.310294 +102 362316.600227 +103 370787.898769 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ITBI,SES,1.6073393821716309,"92 51165.796875 +93 51165.796875 +94 55866.585938 +95 51165.796875 +96 55866.585938 +97 49437.699219 +98 49437.699219 +99 55866.585938 +100 73878.007812 +101 54232.828125 +102 51165.796875 +103 51165.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,XGBoost,1.0101499557495117,"92 1.189049e+06 +93 9.676178e+05 +94 1.101480e+06 +95 1.022368e+06 +96 1.213557e+06 +97 1.013108e+06 +98 1.013108e+06 +99 1.013108e+06 +100 1.009803e+06 +101 1.009803e+06 +102 9.514157e+05 +103 1.213557e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,XGBoost,1.04518723487854,"92 767239.00000 +93 497346.81250 +94 500832.40625 +95 711345.56250 +96 711804.18750 +97 500055.12500 +98 500282.46875 +99 499709.12500 +100 499619.25000 +101 499619.25000 +102 499619.25000 +103 711929.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,SARIMAX,1.171699047088623,"96 1.495162e+05 +97 1.038962e+05 +98 1.746809e+06 +99 1.739547e+06 +100 9.053848e+05 +101 3.989671e+05 +102 2.539264e+06 +103 1.954560e+06 +104 1.953141e+06 +105 1.953141e+06 +106 1.954560e+06 +107 1.954560e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ISS,MLP,0.9279580116271973,"96 612554.643407 +97 622032.239520 +98 643384.461654 +99 661722.111136 +100 668828.892412 +101 664540.693403 +102 681253.722222 +103 696673.649165 +104 713560.349474 +105 723562.985998 +106 746858.492490 +107 754745.085412 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,MLP,0.9288911819458008,"96 182746.937438 +97 185169.316674 +98 188984.015160 +99 197755.212617 +100 207258.834746 +101 212828.911590 +102 229600.744712 +103 238153.782013 +104 237645.715501 +105 250747.075763 +106 257027.356986 +107 269127.767534 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,SARIMAX,1.2356760501861572,"96 1756028.375 +97 2005181.750 +98 2046751.000 +99 2005181.750 +100 2039792.250 +101 2005181.750 +102 2005181.750 +103 2005181.750 +104 2070724.500 +105 1731835.875 +106 2009721.875 +107 2045143.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,XGBoost,2.9657623767852783,"96 9.905919e+05 +97 3.971056e+05 +98 6.967292e+05 +99 1.047688e+06 +100 9.905919e+05 +101 2.832762e+05 +102 2.832762e+05 +103 2.350560e+05 +104 2.674084e+05 +105 3.797732e+05 +106 2.659209e+05 +107 1.096740e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,IPTU,AR,1.5583746433258057,"92 71551.523438 +93 20963.115234 +94 43603.246094 +95 46497.277344 +96 82319.976562 +97 51373.847656 +98 96460.179688 +99 96460.179688 +100 96940.679688 +101 120029.515625 +102 123076.921875 +103 55774.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ISS,SES,1.0593116283416748,"92 46254.011719 +93 45484.382812 +94 52467.082031 +95 48223.164062 +96 48628.261719 +97 48628.261719 +98 48642.972656 +99 49632.636719 +100 47687.746094 +101 50345.410156 +102 50390.843750 +103 51380.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ITBI,XGBoost,1.0292913913726807,"92 28046.304688 +93 29937.072266 +94 28806.884766 +95 31762.087891 +96 29480.478516 +97 21622.259766 +98 21849.853516 +99 21907.996094 +100 20652.130859 +101 24623.304688 +102 22841.140625 +103 22841.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,MLP,1.0191707611083984,"92 493495.779040 +93 501353.751479 +94 504879.591695 +95 508909.667206 +96 511997.501788 +97 514382.613446 +98 521439.676482 +99 528375.821921 +100 535995.942363 +101 545669.069334 +102 556956.348351 +103 566899.608127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,XGBoost,0.9835770130157471,"92 513227.59375 +93 368838.78125 +94 368494.96875 +95 514051.43750 +96 368494.96875 +97 369064.50000 +98 369235.15625 +99 369235.15625 +100 369235.15625 +101 369931.31250 +102 369684.28125 +103 514656.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,IPTU,SES,1.077960729598999,"96 56944.078125 +97 140179.468750 +98 801087.500000 +99 279242.531250 +100 123503.546875 +101 113756.234375 +102 119520.187500 +103 85103.437500 +104 118359.335938 +105 58595.972656 +106 58595.972656 +107 95453.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ISS,SARIMAX,1.2117276191711426,"96 138690.156250 +97 138632.921875 +98 138843.000000 +99 138632.921875 +100 138843.000000 +101 138843.000000 +102 138843.000000 +103 138843.000000 +104 138843.000000 +105 138843.000000 +106 138690.156250 +107 138843.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ITBI,XGBoost,0.9213626384735107,"88 42086.039062 +89 51215.957031 +90 48892.085938 +91 35493.832031 +92 49619.917969 +93 44513.730469 +94 48331.230469 +95 48961.617188 +96 48554.742188 +97 36392.640625 +98 49619.917969 +99 57811.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,SARIMAX,0.9428184032440186,"96 9.226162e+05 +97 1.000777e+06 +98 1.032835e+06 +99 1.014439e+06 +100 1.045654e+06 +101 1.014439e+06 +102 1.014439e+06 +103 1.000777e+06 +104 1.000777e+06 +105 1.000777e+06 +106 9.279774e+05 +107 1.037251e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,XGBoost,1.1427736282348633,"95 488075.562500 +96 408152.750000 +97 400528.156250 +98 441959.343750 +99 400528.156250 +100 74917.617188 +101 74908.226562 +102 75688.398438 +103 39516.761719 +104 28741.312500 +105 29190.035156 +106 488075.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,MLP,1.1355648040771484,"91 74971.539602 +92 92311.348193 +93 184565.349786 +94 206283.754754 +95 109346.290583 +96 109462.959938 +97 107911.097815 +98 117992.372778 +99 99030.376084 +100 105066.463603 +101 104931.820403 +102 114687.454570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,MLP,2.726722478866577,"92 125471.255091 +93 138608.079898 +94 144434.635783 +95 169606.083485 +96 181449.103718 +97 188890.997464 +98 211430.384580 +99 239287.975814 +100 290247.868049 +101 302052.517804 +102 338872.827959 +103 400369.636229 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,XGBoost,1.7960855960845947,"92 205347.765625 +93 205789.296875 +94 205203.140625 +95 205347.765625 +96 202102.375000 +97 205789.296875 +98 301830.062500 +99 301830.062500 +100 202102.375000 +101 204820.734375 +102 202102.375000 +103 205203.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,MLP,2.049957513809204,"92 1.839557e+06 +93 1.860816e+06 +94 1.873857e+06 +95 1.901791e+06 +96 1.902976e+06 +97 1.934912e+06 +98 1.968811e+06 +99 2.000885e+06 +100 2.043288e+06 +101 2.107346e+06 +102 2.151042e+06 +103 2.187972e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,XGBoost,1.2575008869171143,"90 258597.187500 +91 241500.250000 +92 241407.046875 +93 266394.593750 +94 241500.250000 +95 241407.046875 +96 333535.468750 +97 261806.406250 +98 259167.453125 +99 258492.421875 +100 256994.046875 +101 241500.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,IPTU,XGBoost,1.4470462799072266,"96 22112.921875 +97 13011.846680 +98 13011.846680 +99 10940.306641 +100 13441.498047 +101 26562.333984 +102 9017.869141 +103 9438.509766 +104 6965.059082 +105 8501.361328 +106 5521.577637 +107 5500.038574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ISS,SES,1.2313988208770752,"96 32672.052734 +97 67298.890625 +98 42215.039062 +99 34934.164062 +100 43665.964844 +101 40876.558594 +102 24190.425781 +103 26854.716797 +104 27193.859375 +105 40936.546875 +106 24800.699219 +107 24554.388672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ITBI,AR,0.9308698177337646,"91 37187.902344 +92 35466.621094 +93 34857.488281 +94 35338.546875 +95 34153.527344 +96 36891.902344 +97 36047.355469 +98 36119.597656 +99 40844.644531 +100 118833.851562 +101 49435.976562 +102 31296.607422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,SES,1.3290033340454102,"96 8.379928e+05 +97 8.796787e+05 +98 1.003893e+06 +99 8.671052e+05 +100 1.003893e+06 +101 8.671052e+05 +102 8.671052e+05 +103 8.671052e+05 +104 8.627816e+05 +105 8.477402e+05 +106 8.465816e+05 +107 1.003893e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,SARIMAX,1.0029172897338867,"96 142605.328125 +97 72685.601562 +98 142605.328125 +99 142605.328125 +100 142605.328125 +101 66300.320312 +102 51458.585938 +103 48212.585938 +104 32269.955078 +105 30561.781250 +106 32269.955078 +107 142605.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,IPTU,HWES,0.9190952777862549,"94 1.039253e+05 +95 7.419727e+04 +96 7.571960e+04 +97 1.172260e+05 +98 8.717980e+05 +99 1.106990e+06 +100 1.841545e+05 +101 1.159506e+05 +102 1.440794e+05 +103 1.144245e+05 +104 1.144245e+05 +105 1.102361e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ISS,SARIMAX,1.4272000789642334,"96 398777.7500 +97 412476.9375 +98 398777.7500 +99 398777.7500 +100 412476.9375 +101 398777.7500 +102 426258.5000 +103 426258.5000 +104 426258.5000 +105 398777.7500 +106 398777.7500 +107 398777.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ITBI,XGBoost,0.9932093620300293,"96 116173.296875 +97 85968.257812 +98 90305.453125 +99 126619.632812 +100 88490.757812 +101 116173.296875 +102 110033.765625 +103 116173.296875 +104 121727.039062 +105 88109.804688 +106 124264.140625 +107 79870.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,SARIMAX,1.1134684085845947,"96 8.736211e+05 +97 1.131893e+06 +98 1.132724e+06 +99 1.131893e+06 +100 1.125794e+06 +101 1.147388e+06 +102 1.099738e+06 +103 1.099738e+06 +104 1.115233e+06 +105 1.084525e+06 +106 9.369929e+05 +107 1.102790e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,AR,1.2410533428192139,"96 1.395532e+06 +97 3.656145e+05 +98 4.302746e+05 +99 6.265596e+05 +100 4.124046e+05 +101 3.213381e+05 +102 3.043132e+05 +103 2.483169e+05 +104 2.483169e+05 +105 2.232471e+05 +106 2.161225e+05 +107 1.395532e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,IPTU,SES,1.110884189605713,"94 8.695671e+04 +95 6.007030e+04 +96 1.234754e+05 +97 1.206375e+05 +98 2.333685e+05 +99 3.086710e+05 +100 1.428415e+06 +101 3.086710e+05 +102 1.591421e+05 +103 1.591421e+05 +104 5.828998e+04 +105 6.041487e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ISS,SARIMAX,2.236619234085083,"96 184652.546875 +97 157446.390625 +98 144212.500000 +99 144212.500000 +100 144212.500000 +101 144212.500000 +102 172962.328125 +103 153307.937500 +104 153307.937500 +105 153307.937500 +106 153307.937500 +107 183510.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ITBI,XGBoost,1.2859094142913818,"96 28299.939453 +97 96943.531250 +98 28252.187500 +99 27968.884766 +100 27968.884766 +101 97226.835938 +102 28381.378906 +103 119661.367188 +104 27968.884766 +105 120073.859375 +106 119661.367188 +107 98274.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,SARIMAX,1.0899128913879395,"96 504255.78125 +97 554394.25000 +98 559744.43750 +99 531044.06250 +100 562777.25000 +101 531044.06250 +102 531044.06250 +103 554394.25000 +104 531044.06250 +105 503745.62500 +106 506311.59375 +107 547884.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,SARIMAX,1.1301400661468506,"96 398387.531250 +97 258572.781250 +98 288312.562500 +99 420230.343750 +100 363670.687500 +101 116042.328125 +102 98350.804688 +103 71827.273438 +104 43290.382812 +105 43290.382812 +106 41915.691406 +107 398387.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,Prophet,0.9624772071838379,"65 3956.038818 +66 36222.519531 +67 5660.667969 +68 6246.072266 +69 6246.072266 +70 5841.911133 +71 28218.894531 +72 9405.652344 +73 5747.680664 +74 2553.960205 +75 2443.579102 +76 -410.073090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,MLP,1.0252759456634521,"92 25540.385287 +93 27126.320853 +94 28752.290805 +95 30528.193678 +96 32636.371527 +97 34490.915378 +98 36106.188122 +99 38105.565311 +100 40262.235665 +101 41814.290404 +102 44226.576151 +103 46121.414725 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,XGBoost,1.5884428024291992,"84 4334.406738 +85 21742.496094 +86 18333.701172 +87 14313.281250 +88 14313.281250 +89 11737.062500 +90 11737.062500 +91 18346.523438 +92 4284.579590 +93 19161.548828 +94 3464.465820 +95 3514.292480 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,MLP,0.9665708541870117,"92 591755.390287 +93 597575.371463 +94 603366.467437 +95 604510.557638 +96 614053.878565 +97 609523.211692 +98 617301.719466 +99 625749.553069 +100 632212.955964 +101 642004.626355 +102 653531.799269 +103 669423.885536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.0931510925292969,"90 93676.984375 +91 93615.515625 +92 122864.507812 +93 97561.539062 +94 97561.539062 +95 123502.914062 +96 123430.757812 +97 123289.351562 +98 123430.757812 +99 124113.546875 +100 124113.546875 +101 93676.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,IPTU,SARIMAX,1.2287428379058838,"84 19544.681641 +85 17443.261719 +86 448074.593750 +87 448013.000000 +88 54675.816406 +89 52935.347656 +90 58090.195312 +91 52921.718750 +92 41811.582031 +93 42626.996094 +94 42558.539062 +95 47051.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ISS,SARIMAX,1.0102238655090332,"96 56309.468750 +97 54986.433594 +98 55356.074219 +99 52996.667969 +100 52134.238281 +101 50853.753906 +102 54928.980469 +103 52098.625000 +104 53950.062500 +105 51170.890625 +106 52865.437500 +107 52751.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ITBI,XGBoost,1.4582314491271973,"96 63578.152344 +97 40397.152344 +98 39974.015625 +99 62147.890625 +100 62147.890625 +101 64909.941406 +102 65770.375000 +103 63582.871094 +104 65013.132812 +105 64378.304688 +106 62147.890625 +107 64909.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,SES,3.1599133014678955,"96 703851.6875 +97 885879.2500 +98 918341.9375 +99 621548.5000 +100 924619.3125 +101 619867.2500 +102 799807.0000 +103 885879.2500 +104 801169.6875 +105 828886.0000 +106 834897.6875 +107 918341.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,MLP,1.2659382820129395,"95 214314.821152 +96 217629.801819 +97 150742.081611 +98 163902.769700 +99 233236.093214 +100 257647.123302 +101 225314.744044 +102 246302.914533 +103 279732.899665 +104 299548.782750 +105 341737.472510 +106 567965.341315 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,IPTU,AR,1.3500101566314697,"94 3390.645996 +95 6968.718750 +96 6728.698242 +97 2035.416504 +98 2006.965088 +99 3787.188232 +100 3758.736572 +101 3787.188232 +102 6561.071289 +103 5047.328613 +104 5047.328613 +105 3655.757324 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ISS,MLP,1.5661532878875732,"96 20641.735307 +97 21083.696821 +98 21730.155162 +99 22665.115895 +100 23481.068532 +101 24352.440389 +102 24932.872877 +103 25158.593565 +104 25767.117710 +105 26501.871846 +106 27280.734564 +107 28500.099857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ITBI,SES,1.7911362648010254,"95 16801.830078 +96 16307.000000 +97 16845.068359 +98 17989.041016 +99 17974.464844 +100 17011.912109 +101 18782.087891 +102 18782.087891 +103 17974.464844 +104 17538.767578 +105 16789.552734 +106 18673.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.120818853378296,"96 451868.65625 +97 449290.81250 +98 449266.65625 +99 449290.81250 +100 449266.65625 +101 449290.81250 +102 449290.81250 +103 449290.81250 +104 447915.84375 +105 443696.93750 +106 440487.00000 +107 459929.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,AR,3.521206855773926,"92 106512.718750 +93 73787.929688 +94 92183.859375 +95 106512.718750 +96 101398.070312 +97 74371.710938 +98 74371.710938 +99 74525.796875 +100 74081.882812 +101 74081.882812 +102 74176.882812 +103 102193.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,IPTU,HWES,0.9658932685852051,"80 688833.125 +81 1220342.125 +82 1220005.875 +83 1216564.875 +84 1218851.375 +85 1701031.750 +86 1220706.250 +87 1220706.250 +88 1219830.625 +89 1215228.000 +90 1220706.250 +91 1220706.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ISS,XGBoost,0.9245622158050537,"84 356499.65625 +85 313150.87500 +86 303799.71875 +87 356232.68750 +88 356232.68750 +89 356232.68750 +90 356232.68750 +91 334708.96875 +92 356232.68750 +93 356232.68750 +94 356232.68750 +95 356232.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ITBI,XGBoost,0.9267170429229736,"84 141328.484375 +85 229793.984375 +86 101726.015625 +87 107458.445312 +88 141715.093750 +89 134467.921875 +90 118412.875000 +91 115985.382812 +92 120418.593750 +93 236433.093750 +94 118702.242188 +95 119170.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,HWES,0.9313392639160156,"84 1957210.625 +85 2343808.250 +86 2331585.000 +87 2034148.250 +88 2334233.500 +89 2034148.250 +90 2034148.250 +91 2343808.250 +92 2033404.750 +93 2034827.250 +94 2054202.250 +95 2331585.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,XGBoost,1.019880771636963,"84 762237.937500 +85 423707.250000 +86 423707.250000 +87 789240.750000 +88 809584.125000 +89 334315.656250 +90 280729.093750 +91 280729.093750 +92 207733.609375 +93 247557.515625 +94 204638.437500 +95 809584.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,IPTU,XGBoost,1.2447257041931152,"89 2963.253906 +90 3694.182617 +91 17623.513672 +92 48643.253906 +93 93564.429688 +94 8481.032227 +95 17485.181641 +96 7725.931641 +97 19925.335938 +98 3272.968018 +99 6696.962891 +100 3631.229980 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ISS,XGBoost,0.9910416603088379,"96 16301.417969 +97 13739.993164 +98 12775.269531 +99 17070.248047 +100 14196.871094 +101 16779.171875 +102 14368.524414 +103 13808.657227 +104 12670.490234 +105 12650.669922 +106 12670.490234 +107 12803.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ITBI,MLP,2.8932697772979736,"94 20170.878371 +95 19238.280544 +96 20871.688379 +97 21546.971769 +98 22053.814198 +99 20845.866916 +100 20270.444747 +101 21579.389854 +102 22742.282732 +103 24954.491305 +104 25793.988361 +105 27682.354969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,SARIMAX,2.3335587978363037,"96 462162.28125 +97 467312.21875 +98 472374.87500 +99 467312.21875 +100 476270.03125 +101 518586.46875 +102 467312.21875 +103 467312.21875 +104 461804.75000 +105 461804.75000 +106 426439.62500 +107 462614.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,MLP,1.1237578392028809,"94 184564.199821 +95 135898.556325 +96 90631.279027 +97 125182.355721 +98 156176.777698 +99 151975.130741 +100 131184.643313 +101 138153.697088 +102 160788.281620 +103 178060.622798 +104 198421.340836 +105 329335.597590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,IPTU,SARIMAX,1.2660531997680664,"96 186621.906250 +97 186621.906250 +98 176000.328125 +99 50819.421875 +100 50819.421875 +101 175897.015625 +102 28721.140625 +103 30156.912109 +104 28721.140625 +105 27884.107422 +106 28721.140625 +107 33031.527344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ISS,MLP,1.0196824073791504,"96 62948.159399 +97 63473.796521 +98 67629.313319 +99 68758.686765 +100 73993.758662 +101 74187.958499 +102 77033.091381 +103 81641.355015 +104 83100.035343 +105 86730.690876 +106 92724.834473 +107 98305.626287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ITBI,SARIMAX,1.0227620601654053,"96 39455.136719 +97 48772.109375 +98 41100.089844 +99 42114.367188 +100 41399.054688 +101 46143.457031 +102 48772.109375 +103 39769.265625 +104 30610.718750 +105 43017.195312 +106 42804.769531 +107 42962.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,SARIMAX,1.2738876342773438,"96 686450.5625 +97 814321.0000 +98 813569.7500 +99 813831.5625 +100 817187.5625 +101 814423.0000 +102 813569.7500 +103 813569.7500 +104 772203.3125 +105 704718.8750 +106 708578.3750 +107 825271.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,MLP,1.4331610202789307,"96 254337.669284 +97 120314.476537 +98 147512.620335 +99 223673.354534 +100 172173.531921 +101 127984.024410 +102 132472.621000 +103 133212.177523 +104 137823.296657 +105 154448.703511 +106 166851.401871 +107 455270.442474 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,IPTU,AR,1.517507553100586,"84 58102.316406 +85 47974.750000 +86 14877.121094 +87 14635.437500 +88 14777.056641 +89 29212.712891 +90 14777.056641 +91 14848.742188 +92 14582.310547 +93 13579.871094 +94 14582.310547 +95 14482.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ISS,Prophet,0.943493127822876,"84 80561.890625 +85 80476.062500 +86 80762.976562 +87 81138.835938 +88 80667.359375 +89 80667.359375 +90 80561.890625 +91 80092.757812 +92 80578.656250 +93 80578.656250 +94 80578.656250 +95 80578.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ITBI,XGBoost,2.5268750190734863,"69 9383.950195 +70 8600.670898 +71 9730.285156 +72 9387.419922 +73 9383.950195 +74 10187.068359 +75 9629.152344 +76 10187.068359 +77 9387.419922 +78 8898.645508 +79 9383.950195 +80 9383.950195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,XGBoost,1.436171531677246,"84 420488.40625 +85 434061.43750 +86 434061.43750 +87 404483.46875 +88 405321.71875 +89 421752.71875 +90 421752.71875 +91 421752.71875 +92 422287.81250 +93 422287.81250 +94 422401.65625 +95 434061.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,MLP,1.0714867115020752,"84 154859.754734 +85 88454.439767 +86 110982.011202 +87 163563.872758 +88 139743.383879 +89 117626.934024 +90 107248.445807 +91 115429.638868 +92 125935.171358 +93 142763.723864 +94 194851.718652 +95 352240.206248 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,IPTU,HWES,1.1734769344329834,"94 4.612096e+05 +95 5.316338e+05 +96 5.151738e+05 +97 6.013568e+05 +98 2.156916e+06 +99 2.177385e+06 +100 5.741576e+05 +101 5.758957e+05 +102 7.635625e+05 +103 4.837674e+05 +104 5.228482e+05 +105 5.416356e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ISS,SARIMAX,1.0467910766601562,"96 2489232.25 +97 2207847.25 +98 2290107.25 +99 2254198.75 +100 2254198.75 +101 2254198.75 +102 2290107.25 +103 2254198.75 +104 2290107.25 +105 2193028.75 +106 2355969.25 +107 2355969.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ITBI,HWES,3.14835786819458,"96 368563.21875 +97 387708.71875 +98 373183.50000 +99 373810.68750 +100 387708.71875 +101 386797.12500 +102 612995.12500 +103 432611.28125 +104 373934.68750 +105 374978.06250 +106 373934.68750 +107 599221.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,SARIMAX,1.1267120838165283,"96 6616849.0 +97 6996091.5 +98 6962093.5 +99 6996091.5 +100 6960523.5 +101 6177176.5 +102 7185601.5 +103 7185601.5 +104 6278373.5 +105 6302156.0 +106 6298676.5 +107 6962093.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,XGBoost,1.4409584999084473,"96 3.415748e+06 +97 1.553380e+06 +98 2.156841e+06 +99 3.412821e+06 +100 2.853680e+06 +101 1.539740e+06 +102 1.218689e+06 +103 1.170955e+06 +104 9.614719e+05 +105 9.599551e+05 +106 8.539163e+05 +107 3.415168e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,IPTU,SARIMAX,1.087714433670044,"90 5966.600098 +91 6529.504883 +92 93466.671875 +93 42307.125000 +94 8489.739258 +95 6848.359863 +96 8349.030273 +97 10258.606445 +98 7973.629883 +99 7973.629883 +100 9513.345703 +101 8489.739258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ISS,SARIMAX,1.0703423023223877,"96 16613.750000 +97 16498.890625 +98 16457.898438 +99 13522.864258 +100 13671.248047 +101 13522.864258 +102 13522.864258 +103 13522.864258 +104 13522.864258 +105 13522.864258 +106 15283.000000 +107 15283.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ITBI,SES,1.4050233364105225,"95 14638.611328 +96 25538.228516 +97 15007.767578 +98 25770.707031 +99 15916.422852 +100 26965.515625 +101 30696.037109 +102 25798.630859 +103 30696.037109 +104 30696.037109 +105 26969.421875 +106 30696.037109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,SARIMAX,1.1253023147583008,"96 385320.25000 +97 444873.87500 +98 454655.71875 +99 444873.87500 +100 453080.03125 +101 444873.87500 +102 442015.62500 +103 442015.62500 +104 442015.62500 +105 413778.31250 +106 408563.93750 +107 446365.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,XGBoost,2.038017749786377,"96 130820.906250 +97 105940.570312 +98 105940.570312 +99 121538.898438 +100 110423.546875 +101 43407.828125 +102 39160.402344 +103 36898.531250 +104 36898.531250 +105 34946.566406 +106 35102.152344 +107 130820.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,IPTU,SARIMAX,1.3677287101745605,"96 7662.223145 +97 30791.455078 +98 30791.455078 +99 15670.748047 +100 30136.226562 +101 14235.886719 +102 14456.628906 +103 14456.628906 +104 15238.125977 +105 14456.628906 +106 9268.633789 +107 8350.111328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ISS,MLP,1.1198527812957764,"96 25840.076417 +97 28709.020505 +98 31480.431274 +99 33863.975255 +100 36359.636474 +101 39800.863209 +102 43296.715638 +103 47023.375150 +104 51091.164698 +105 55161.658473 +106 60488.931489 +107 65616.934375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ITBI,XGBoost,0.9664864540100098,"88 2265.385986 +89 2274.197998 +90 3697.611816 +91 2412.517578 +92 3568.757080 +93 3290.437256 +94 3555.089844 +95 5145.134277 +96 4271.344238 +97 3469.361572 +98 3754.881104 +99 1228.799805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,SES,1.1175484657287598,"96 316312.90625 +97 326438.84375 +98 361377.68750 +99 321792.09375 +100 363344.68750 +101 321792.09375 +102 321792.09375 +103 326438.84375 +104 322743.06250 +105 322743.06250 +106 323253.68750 +107 361377.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,XGBoost,1.761547327041626,"96 97759.054688 +97 42216.859375 +98 75538.000000 +99 97759.054688 +100 75538.000000 +101 45969.839844 +102 40287.296875 +103 38444.042969 +104 38402.957031 +105 38419.945312 +106 38419.945312 +107 113345.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,IPTU,AR,1.8986308574676514,"96 33221.394531 +97 44564.144531 +98 4124.085938 +99 4124.085938 +100 3817.788574 +101 3365.005127 +102 6155.187500 +103 3404.909180 +104 4418.703125 +105 4356.926758 +106 4496.052734 +107 4636.457031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ISS,XGBoost,0.940516471862793,"96 40807.160156 +97 44333.273438 +98 42660.144531 +99 43483.546875 +100 41569.917969 +101 52924.656250 +102 42049.953125 +103 42238.546875 +104 45644.550781 +105 40162.078125 +106 40015.890625 +107 40015.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ITBI,SES,2.260887861251831,"82 5117.741211 +83 6212.354492 +84 5257.123535 +85 5052.700195 +86 4993.427734 +87 5060.310547 +88 5857.085449 +89 5056.030273 +90 5352.363281 +91 6001.579102 +92 5857.085449 +93 5866.885742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,SARIMAX,2.6443357467651367,"96 347595.12500 +97 376626.25000 +98 378395.12500 +99 372784.56250 +100 377550.03125 +101 372904.71875 +102 372784.56250 +103 371456.28125 +104 365298.28125 +105 365901.50000 +106 365901.50000 +107 372178.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,SARIMAX,1.3490269184112549,"94 117108.562500 +95 45759.242188 +96 47396.976562 +97 51848.101562 +98 46011.757812 +99 43664.808594 +100 45045.367188 +101 43664.808594 +102 43043.285156 +103 40010.121094 +104 43043.285156 +105 117108.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,IPTU,SARIMAX,2.3375487327575684,"96 440596.781250 +97 192975.515625 +98 175167.640625 +99 80951.406250 +100 81975.726562 +101 85352.750000 +102 99528.820312 +103 85530.085938 +104 84714.000000 +105 99528.820312 +106 52914.128906 +107 106504.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ISS,XGBoost,1.7129995822906494,"96 240343.062500 +97 240343.062500 +98 280485.375000 +99 247605.062500 +100 280485.375000 +101 247605.062500 +102 245016.828125 +103 278756.968750 +104 280485.375000 +105 245016.828125 +106 248060.046875 +107 280485.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ITBI,MLP,1.0961048603057861,"96 6.341478e+05 +97 1.718512e+05 +98 5.945980e+05 +99 6.475036e+05 +100 6.776381e+05 +101 7.707240e+05 +102 8.812415e+05 +103 1.004511e+06 +104 8.249586e+05 +105 1.128535e+06 +106 6.576977e+05 +107 1.165420e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,XGBoost,1.0846319198608398,"95 1905349.125 +96 2063172.000 +97 1898075.750 +98 2188850.500 +99 1976628.500 +100 1953460.250 +101 2319480.500 +102 2319480.500 +103 2188850.500 +104 2188850.500 +105 1905349.125 +106 1836926.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,AR,0.9810867309570312,"77 503760.65625 +78 491384.03125 +79 487016.31250 +80 491375.09375 +81 490629.03125 +82 491384.03125 +83 489835.12500 +84 489665.75000 +85 489665.75000 +86 489665.75000 +87 478848.65625 +88 502216.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,SARIMAX,1.0162990093231201,"88 12426.806641 +89 2241.875488 +90 2265.366211 +91 2253.073486 +92 13162.483398 +93 13382.584961 +94 1597.413208 +95 4035.498047 +96 1597.413208 +97 -729.857056 +98 -569.373962 +99 -501.590973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,XGBoost,1.5800437927246094,"96 13550.261719 +97 11016.464844 +98 10957.308594 +99 11463.801758 +100 11192.012695 +101 11744.895508 +102 11745.190430 +103 11745.190430 +104 14994.809570 +105 15145.821289 +106 13169.802734 +107 12630.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,HWES,0.9889914989471436,"90 23100.529297 +91 20579.550781 +92 19793.015625 +93 78973.109375 +94 69202.742188 +95 70387.695312 +96 72504.335938 +97 71572.468750 +98 70141.242188 +99 80183.640625 +100 80183.640625 +101 73979.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,XGBoost,1.4133901596069336,"96 511017.78125 +97 534023.12500 +98 564666.93750 +99 563149.37500 +100 564666.93750 +101 556646.93750 +102 563149.37500 +103 534023.12500 +104 527957.68750 +105 527957.68750 +106 527957.68750 +107 564666.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,MLP,1.8778295516967773,"90 61146.885093 +91 43257.156977 +92 53300.031371 +93 76774.523751 +94 63111.899225 +95 88701.991018 +96 75988.358360 +97 89998.617949 +98 103503.392370 +99 121727.694636 +100 144056.208678 +101 231778.163943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,IPTU,XGBoost,2.9529497623443604,"96 7.465548e+05 +97 7.467026e+05 +98 7.467026e+05 +99 7.500514e+05 +100 2.379621e+06 +101 2.207853e+06 +102 7.866025e+05 +103 7.950159e+05 +104 7.958221e+05 +105 7.903896e+05 +106 7.958221e+05 +107 7.903896e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ISS,MLP,1.4745817184448242,"96 1.691204e+06 +97 1.765122e+06 +98 1.825800e+06 +99 1.873338e+06 +100 1.934464e+06 +101 1.992401e+06 +102 2.062280e+06 +103 2.137789e+06 +104 2.204949e+06 +105 2.272985e+06 +106 2.233523e+06 +107 2.344622e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ITBI,SARIMAX,0.9836311340332031,"96 518140.93750 +97 521073.18750 +98 515556.06250 +99 514813.43750 +100 516061.18750 +101 515169.03125 +102 515467.53125 +103 524258.12500 +104 524258.12500 +105 516061.18750 +106 515675.12500 +107 524258.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,XGBoost,1.0330567359924316,"96 6310057.0 +97 6310057.0 +98 6438427.5 +99 6310057.0 +100 6225097.5 +101 6310057.0 +102 6310057.0 +103 6310057.0 +104 6284638.0 +105 6343675.5 +106 6352003.5 +107 6532565.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,MLP,1.6410508155822754,"96 3.420119e+06 +97 1.955269e+06 +98 2.301078e+06 +99 3.398222e+06 +100 3.048046e+06 +101 2.214193e+06 +102 2.163302e+06 +103 2.211796e+06 +104 2.326302e+06 +105 2.462898e+06 +106 2.677203e+06 +107 7.435215e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,IPTU,HWES,2.094712495803833,"90 6825.514648 +91 8127.422363 +92 100835.546875 +93 109364.898438 +94 104637.601562 +95 7203.472168 +96 7437.595703 +97 5808.855469 +98 3561.601074 +99 9153.964844 +100 8636.379883 +101 7135.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ISS,SARIMAX,2.8865060806274414,"96 37892.027344 +97 37892.027344 +98 37878.585938 +99 38065.269531 +100 38065.269531 +101 37878.585938 +102 38065.269531 +103 42578.742188 +104 42751.984375 +105 42751.984375 +106 42565.300781 +107 42565.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ITBI,SARIMAX,1.4025404453277588,"95 37318.621094 +96 38423.761719 +97 47744.277344 +98 38298.972656 +99 51336.781250 +100 51494.835938 +101 38423.761719 +102 51494.835938 +103 51494.835938 +104 38508.878906 +105 51494.835938 +106 51336.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,SARIMAX,2.0996556282043457,"96 781324.6250 +97 703235.2500 +98 792845.3125 +99 738988.5625 +100 831128.2500 +101 761402.3125 +102 703235.2500 +103 703235.2500 +104 722064.6875 +105 730889.3750 +106 772391.6250 +107 738988.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,AR,1.263993501663208,"96 285438.281250 +97 112633.117188 +98 285208.125000 +99 113173.031250 +100 196789.203125 +101 285438.281250 +102 112938.320312 +103 113079.687500 +104 112536.765625 +105 112536.765625 +106 112431.546875 +107 285438.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,IPTU,HWES,0.9535527229309082,"72 23086.197266 +73 23086.197266 +74 23142.890625 +75 154746.781250 +76 25627.050781 +77 62254.253906 +78 29625.591797 +79 61388.046875 +80 23256.988281 +81 22825.912109 +82 45258.261719 +83 17623.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ISS,AR,1.4559147357940674,"72 132559.656250 +73 131761.703125 +74 132928.390625 +75 135416.171875 +76 134070.265625 +77 134070.265625 +78 135325.921875 +79 135325.921875 +80 133950.718750 +81 133073.484375 +82 133073.484375 +83 133073.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ITBI,XGBoost,0.9675581455230713,"72 33625.617188 +73 98466.093750 +74 99134.937500 +75 99009.601562 +76 99138.734375 +77 99138.734375 +78 99134.937500 +79 98520.632812 +80 99138.734375 +81 99266.500000 +82 98520.632812 +83 98188.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,HWES,0.90384840965271,"72 8.503039e+05 +73 1.029997e+06 +74 1.106726e+06 +75 1.016100e+06 +76 1.107746e+06 +77 1.016100e+06 +78 1.016100e+06 +79 1.029997e+06 +80 1.016100e+06 +81 9.952554e+05 +82 9.946628e+05 +83 1.106726e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,XGBoost,1.4971299171447754,"72 406382.718750 +73 232483.703125 +74 232483.703125 +75 404892.093750 +76 244301.812500 +77 99754.304688 +78 44858.765625 +79 45385.980469 +80 34308.507812 +81 34308.507812 +82 28779.240234 +83 404892.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,AR,4.671838998794556,"96 40742.089844 +97 130022.578125 +98 963950.625000 +99 58026.687500 +100 42368.039062 +101 43169.257812 +102 42368.039062 +103 43169.257812 +104 49296.582031 +105 49296.582031 +106 42368.039062 +107 55433.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ISS,MLP,1.312018871307373,"96 111304.002574 +97 114834.248426 +98 116103.158724 +99 117165.189146 +100 120376.828282 +101 123403.415064 +102 124157.811227 +103 126835.486305 +104 130761.871987 +105 134065.541463 +106 138282.210504 +107 139502.593310 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,SARIMAX,1.1024870872497559,"96 52184.117188 +97 52519.722656 +98 51985.972656 +99 51493.757812 +100 50666.417969 +101 52586.933594 +102 53460.976562 +103 50540.410156 +104 51223.437500 +105 50666.417969 +106 52337.640625 +107 51105.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,SARIMAX,1.0378177165985107,"96 462769.21875 +97 494921.87500 +98 494510.18750 +99 484663.21875 +100 499578.15625 +101 499960.53125 +102 499960.53125 +103 494921.87500 +104 484663.21875 +105 484663.21875 +106 477182.93750 +107 498251.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,SARIMAX,1.0323295593261719,"96 513887.375000 +97 210593.921875 +98 211445.578125 +99 271209.125000 +100 211445.578125 +101 191960.812500 +102 143329.015625 +103 143329.015625 +104 136019.093750 +105 136019.093750 +106 136019.093750 +107 513887.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,SARIMAX,1.3565654754638672,"90 4911.495117 +91 4876.375488 +92 7914.625000 +93 27727.248047 +94 54861.699219 +95 8308.973633 +96 8437.616211 +97 5759.477051 +98 5124.571777 +99 8662.448242 +100 6565.706543 +101 8308.973633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,MLP,1.4698030948638916,"96 11433.778163 +97 11003.322308 +98 10551.494025 +99 10852.568345 +100 11207.372763 +101 11607.440992 +102 12312.852267 +103 12398.424494 +104 12569.252302 +105 13443.664957 +106 14517.205581 +107 14814.449427 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,XGBoost,0.8770530223846436,"92 62216.421875 +93 24096.376953 +94 10306.378906 +95 22581.242188 +96 22581.242188 +97 10306.378906 +98 34707.003906 +99 20991.195312 +100 12330.485352 +101 34707.003906 +102 19585.890625 +103 9373.233398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,SARIMAX,0.9928493499755859,"96 482590.71875 +97 594607.25000 +98 594607.25000 +99 594607.25000 +100 586886.43750 +101 559988.43750 +102 519663.21875 +103 588135.81250 +104 553054.93750 +105 542867.00000 +106 542632.00000 +107 586676.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,MLP,2.721634864807129,"88 71017.945685 +89 49774.955284 +90 55274.572693 +91 72068.947627 +92 72636.054126 +93 63093.593922 +94 64089.103271 +95 71590.015153 +96 78462.761990 +97 86318.952076 +98 96564.899545 +99 176224.194771 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,IPTU,SARIMAX,2.5480313301086426,"96 2.654015e+05 +97 3.957787e+06 +98 3.023947e+06 +99 2.888523e+05 +100 2.877077e+05 +101 3.495003e+05 +102 2.932490e+05 +103 2.925489e+05 +104 3.001912e+05 +105 2.989862e+05 +106 3.648560e+05 +107 3.083653e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ISS,MLP,3.5684328079223633,"96 6.688925e+05 +97 6.835321e+05 +98 7.160921e+05 +99 7.575750e+05 +100 7.954405e+05 +101 8.275930e+05 +102 8.524333e+05 +103 8.894066e+05 +104 9.307368e+05 +105 9.623071e+05 +106 1.004351e+06 +107 1.056839e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ITBI,SARIMAX,3.1273157596588135,"96 466216.46875 +97 456664.81250 +98 460011.06250 +99 461201.03125 +100 403920.84375 +101 409614.53125 +102 433664.53125 +103 433664.53125 +104 435603.62500 +105 435603.62500 +106 435178.78125 +107 434321.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,SARIMAX,1.0045790672302246,"96 3396741.25 +97 3515855.50 +98 3983255.00 +99 3515855.50 +100 4016517.75 +101 3515855.50 +102 3515855.50 +103 3515855.50 +104 3468026.00 +105 3474606.75 +106 3474606.75 +107 3983255.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,XGBoost,1.0578463077545166,"96 2.217605e+06 +97 9.696992e+05 +98 1.127422e+06 +99 2.217605e+06 +100 1.249229e+06 +101 7.918890e+05 +102 7.636534e+05 +103 7.194741e+05 +104 6.878595e+05 +105 6.594258e+05 +106 6.582623e+05 +107 2.217605e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,IPTU,SES,2.879538059234619,"90 114204.632812 +91 98416.835938 +92 114204.632812 +93 416353.281250 +94 316109.093750 +95 158367.000000 +96 253558.171875 +97 99079.015625 +98 99079.015625 +99 99081.203125 +100 94153.703125 +101 100978.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ISS,MLP,2.1409811973571777,"92 3.697507e+05 +93 4.048757e+05 +94 4.494289e+05 +95 4.961860e+05 +96 5.486326e+05 +97 5.480060e+05 +98 5.797483e+05 +99 6.445966e+05 +100 7.156239e+05 +101 8.030604e+05 +102 9.086970e+05 +103 1.029710e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ITBI,SARIMAX,1.1355633735656738,"92 59906.621094 +93 63436.921875 +94 63436.921875 +95 63276.765625 +96 63526.589844 +97 49132.820312 +98 59958.535156 +99 48800.687500 +100 48578.925781 +101 57623.371094 +102 55005.128906 +103 66361.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,MLP,1.0441672801971436,"92 1.167214e+06 +93 1.194509e+06 +94 1.206406e+06 +95 1.212429e+06 +96 1.229659e+06 +97 1.226511e+06 +98 1.244602e+06 +99 1.263632e+06 +100 1.280516e+06 +101 1.303951e+06 +102 1.331283e+06 +103 1.364202e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,XGBoost,2.1026411056518555,"92 653305.87500 +93 493119.59375 +94 493119.59375 +95 585871.87500 +96 585026.06250 +97 493953.00000 +98 493637.25000 +99 493637.25000 +100 523554.21875 +101 523362.15625 +102 523362.15625 +103 586573.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,IPTU,XGBoost,1.5589139461517334,"74 10550.922852 +75 6402.025879 +76 2655.121582 +77 6734.484375 +78 6791.610840 +79 6478.898438 +80 6580.408691 +81 6499.635742 +82 6754.416992 +83 6232.029297 +84 7259.866699 +85 6112.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ISS,SARIMAX,1.535259485244751,"96 19253.410156 +97 15157.567383 +98 17686.925781 +99 19103.410156 +100 19103.410156 +101 18992.429688 +102 19379.279297 +103 18571.429688 +104 18274.820312 +105 18571.429688 +106 19103.410156 +107 19194.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ITBI,MLP,1.687352180480957,"89 13346.487990 +90 14427.442175 +91 13352.929317 +92 14012.191382 +93 14616.187254 +94 15003.071131 +95 15741.681854 +96 14340.143183 +97 15187.475248 +98 16431.091549 +99 17545.882171 +100 18996.239941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,SARIMAX,1.0649704933166504,"96 297479.81250 +97 296848.40625 +98 298311.87500 +99 304206.12500 +100 298995.84375 +101 304206.12500 +102 305125.65625 +103 297147.40625 +104 280229.90625 +105 285087.34375 +106 279863.25000 +107 298610.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,MLP,2.6443498134613037,"92 68092.423294 +93 37718.472785 +94 46762.719396 +95 59767.961084 +96 62676.827001 +97 65795.846495 +98 81426.064908 +99 97750.513191 +100 121778.066381 +101 151708.497236 +102 186608.972677 +103 309407.789164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,1.2368357181549072,"81 -12.591934 +82 2238.562256 +83 1739.564941 +84 1739.564941 +85 463.551575 +86 12929.224609 +87 1262.189941 +88 348.306305 +89 262.920929 +90 1262.189941 +91 1262.189941 +92 2358.133301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ISS,SES,1.4196882247924805,"96 21373.130859 +97 21376.546875 +98 21039.708984 +99 21373.130859 +100 21039.708984 +101 21373.130859 +102 21039.708984 +103 21373.130859 +104 21039.708984 +105 21039.708984 +106 21039.708984 +107 21373.130859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ITBI,XGBoost,1.5054693222045898,"82 4231.342773 +83 4006.912109 +84 3571.972412 +85 3181.574219 +86 3528.935303 +87 6768.188477 +88 10634.196289 +89 2848.342285 +90 5263.138672 +91 3863.342285 +92 5486.117188 +93 5666.388672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,SARIMAX,1.0241990089416504,"96 344038.15625 +97 427882.59375 +98 359701.43750 +99 355742.09375 +100 382752.78125 +101 359772.43750 +102 364423.68750 +103 418353.15625 +104 346985.90625 +105 331207.03125 +106 332955.31250 +107 379705.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,XGBoost,2.3433640003204346,"91 95086.414062 +92 56925.062500 +93 82574.226562 +94 84372.789062 +95 84372.789062 +96 54975.882812 +97 83816.648438 +98 55800.988281 +99 55425.683594 +100 55426.425781 +101 55425.683594 +102 95086.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,IPTU,SARIMAX,1.2462408542633057,"96 2.658542e+05 +97 4.805225e+05 +98 2.474422e+06 +99 1.406143e+06 +100 4.974490e+05 +101 5.218183e+05 +102 4.974490e+05 +103 5.255336e+05 +104 5.255336e+05 +105 4.465814e+05 +106 3.468245e+05 +107 4.056712e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ISS,MLP,1.6952621936798096,"96 9.588035e+05 +97 9.964747e+05 +98 1.030149e+06 +99 1.051143e+06 +100 1.079845e+06 +101 1.110655e+06 +102 1.148509e+06 +103 1.185418e+06 +104 1.218497e+06 +105 1.256752e+06 +106 1.281593e+06 +107 1.305474e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ITBI,XGBoost,2.145392656326294,"96 99301.445312 +97 187412.750000 +98 120498.140625 +99 118211.445312 +100 115625.000000 +101 130016.070312 +102 196930.625000 +103 162857.984375 +104 130016.070312 +105 130745.929688 +106 131369.984375 +107 117711.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,XGBoost,1.6485562324523926,"96 2413766.25 +97 3164828.50 +98 3172869.75 +99 3052889.50 +100 3145655.00 +101 3052889.50 +102 3052889.50 +103 3047993.75 +104 2959821.50 +105 2870463.75 +106 2870463.75 +107 3074578.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,XGBoost,1.0778048038482666,"96 1.516862e+06 +97 7.902002e+05 +98 1.054625e+06 +99 1.550284e+06 +100 1.154165e+06 +101 6.236713e+05 +102 5.196740e+05 +103 3.896656e+05 +104 3.853541e+05 +105 2.962035e+05 +106 2.452762e+05 +107 1.396853e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,IPTU,AR,1.819859266281128,"82 1319.082642 +83 32014.273438 +84 176117.359375 +85 32014.273438 +86 30834.925781 +87 13814.194336 +88 11409.833984 +89 2568.061279 +90 2568.061279 +91 2033.122437 +92 2568.061279 +93 1788.420532 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ISS,MLP,1.1819989681243896,"84 37063.967375 +85 36787.009781 +86 38856.658536 +87 39778.807677 +88 40577.333741 +89 41506.871140 +90 41325.571539 +91 42384.577475 +92 42868.987894 +93 43874.963466 +94 45130.510026 +95 46807.700913 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ITBI,XGBoost,0.9185984134674072,"82 8321.116211 +83 8295.552734 +84 8363.974609 +85 8373.628906 +86 9422.309570 +87 7659.219727 +88 9198.888672 +89 9198.888672 +90 8551.437500 +91 7806.414551 +92 7846.957031 +93 7846.957031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,SES,1.1057796478271484,"96 464722.25000 +97 513633.18750 +98 533750.75000 +99 470891.78125 +100 547397.87500 +101 470891.78125 +102 470891.78125 +103 454658.68750 +104 471275.90625 +105 473111.96875 +106 473881.15625 +107 533750.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,AR,1.0465316772460938,"96 215693.015625 +97 48915.945312 +98 65896.296875 +99 210480.609375 +100 48758.695312 +101 26191.982422 +102 26191.982422 +103 26191.982422 +104 20796.750000 +105 20933.285156 +106 20933.285156 +107 215693.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,IPTU,HWES,3.181062698364258,"88 3744.964355 +89 2738.568115 +90 1983.137451 +91 2808.575928 +92 9820.485352 +93 1134.612061 +94 726.017090 +95 675.248169 +96 1169.199463 +97 1762.293335 +98 1606.862549 +99 3261.299316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ISS,MLP,2.93424654006958,"96 16734.777299 +97 17791.424146 +98 19039.290470 +99 20145.533750 +100 21352.973508 +101 22516.356382 +102 23325.119898 +103 23777.467326 +104 25274.768622 +105 26101.145547 +106 27365.387503 +107 28806.654099 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ITBI,XGBoost,1.8865294456481934,"84 3664.998779 +85 3155.990479 +86 10370.038086 +87 5704.658691 +88 9301.656250 +89 8606.117188 +90 3755.576660 +91 3626.666748 +92 4095.583008 +93 3365.407227 +94 3728.774170 +95 7354.289551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,SARIMAX,1.0948565006256104,"96 243200.437500 +97 238404.515625 +98 292817.718750 +99 238404.515625 +100 330920.281250 +101 238404.515625 +102 238404.515625 +103 238404.515625 +104 238404.515625 +105 239800.812500 +106 256437.468750 +107 292929.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,SARIMAX,1.5949335098266602,"96 14052.924805 +97 8652.074219 +98 15048.666992 +99 16739.244141 +100 12794.834961 +101 15039.784180 +102 7157.243164 +103 7597.811035 +104 5613.837402 +105 5298.696777 +106 5511.707520 +107 12643.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,IPTU,HWES,1.3062171936035156,"96 1.316962e+06 +97 7.649634e+05 +98 7.466934e+05 +99 5.256426e+05 +100 7.395575e+05 +101 7.207204e+05 +102 9.548988e+05 +103 4.832732e+05 +104 4.832732e+05 +105 4.832732e+05 +106 7.395575e+05 +107 1.140919e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ISS,XGBoost,2.1541385650634766,"96 99055.656250 +97 132806.062500 +98 138012.359375 +99 105130.796875 +100 133173.078125 +101 105130.796875 +102 99055.656250 +103 133173.078125 +104 105130.796875 +105 132806.062500 +106 138012.359375 +107 105257.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ITBI,SES,1.2117500305175781,"96 75981.671875 +97 98015.039062 +98 82403.187500 +99 78496.679688 +100 78529.812500 +101 76737.625000 +102 72125.070312 +103 95904.015625 +104 63687.953125 +105 83067.453125 +106 75815.523438 +107 94638.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,SARIMAX,0.9543967247009277,"96 466332.43750 +97 531729.56250 +98 532028.12500 +99 532027.87500 +100 518015.90625 +101 533633.75000 +102 533932.31250 +103 528887.12500 +104 534624.75000 +105 534624.75000 +106 533145.43750 +107 548590.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,SARIMAX,0.9349939823150635,"87 152906.656250 +88 100864.140625 +89 100864.140625 +90 152906.656250 +91 131016.593750 +92 81670.351562 +93 65506.707031 +94 51447.488281 +95 47378.398438 +96 44945.855469 +97 47107.789062 +98 152906.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,2.1575379371643066,"86 8614.880859 +87 56289.562500 +88 59734.039062 +89 151676.390625 +90 19012.615234 +91 33575.847656 +92 68296.953125 +93 12626.950195 +94 4606.669434 +95 2281.566650 +96 49587.750000 +97 4968.855957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ISS,MLP,1.398930549621582,"96 178068.211350 +97 209895.095980 +98 241743.604923 +99 279780.793727 +100 317321.913550 +101 332767.503672 +102 393047.510215 +103 445372.739251 +104 521552.580136 +105 601693.368048 +106 700318.197478 +107 724150.334973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ITBI,XGBoost,1.1387264728546143,"96 34712.074219 +97 75045.617188 +98 35561.175781 +99 26508.423828 +100 66310.250000 +101 35900.511719 +102 63748.796875 +103 45824.695312 +104 24823.208984 +105 34712.074219 +106 94610.945312 +107 23775.623047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9797446727752686,"96 661679.9375 +97 666677.3125 +98 928154.0625 +99 911149.2500 +100 913146.3750 +101 931380.3750 +102 913146.3750 +103 913716.3125 +104 902456.1250 +105 895131.3750 +106 896271.2500 +107 988386.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,MLP,1.214416742324829,"96 305703.519002 +97 334564.531258 +98 188147.364262 +99 241097.629561 +100 223406.227189 +101 204136.195247 +102 205703.014275 +103 238638.683580 +104 242972.470078 +105 262736.467805 +106 285632.202799 +107 597638.665177 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,1.3733606338500977,"96 1.014807e+05 +97 1.567530e+05 +98 1.549619e+06 +99 1.611589e+06 +100 1.734985e+06 +101 3.313670e+05 +102 3.130875e+05 +103 3.130875e+05 +104 3.087099e+05 +105 3.130875e+05 +106 3.087099e+05 +107 3.087099e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ISS,SARIMAX,1.625427484512329,"96 468869.34375 +97 463221.84375 +98 474156.68750 +99 536194.68750 +100 468653.84375 +101 536194.68750 +102 536194.68750 +103 464697.62500 +104 536194.68750 +105 464697.62500 +106 535992.25000 +107 536194.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,SARIMAX,1.0741748809814453,"96 700889.7500 +97 455864.0625 +98 534783.1250 +99 542544.0625 +100 531924.3125 +101 534127.7500 +102 553014.5625 +103 532441.8125 +104 534783.1250 +105 551699.5625 +106 534783.1250 +107 534783.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,SES,0.9788742065429688,"96 2209190.75 +97 2562374.25 +98 2571682.50 +99 2244362.50 +100 2582038.75 +101 2244362.50 +102 2244362.50 +103 2562374.25 +104 2259357.75 +105 2262674.75 +106 2261124.00 +107 2562374.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,XGBoost,1.440643072128296,"96 1.539398e+06 +97 5.013358e+05 +98 5.357158e+05 +99 1.456294e+06 +100 1.456294e+06 +101 4.933694e+05 +102 3.466642e+05 +103 2.732096e+05 +104 2.069012e+05 +105 2.069012e+05 +106 2.069012e+05 +107 1.295983e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,IPTU,Prophet,1.327214002609253,"96 1267044.625 +97 757218.250 +98 1000411.250 +99 757218.250 +100 757218.250 +101 757218.250 +102 757218.250 +103 757218.250 +104 757218.250 +105 757218.250 +106 1267044.625 +107 4033033.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ISS,MLP,1.6854705810546875,"96 1.014536e+06 +97 1.034307e+06 +98 1.051316e+06 +99 1.077685e+06 +100 1.108953e+06 +101 1.139634e+06 +102 1.161147e+06 +103 1.187978e+06 +104 1.222792e+06 +105 1.251017e+06 +106 1.269537e+06 +107 1.295677e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ITBI,HWES,1.0670497417449951,"96 46182.628906 +97 40650.941406 +98 46659.085938 +99 46677.210938 +100 43524.015625 +101 56024.898438 +102 51408.640625 +103 51484.144531 +104 51764.898438 +105 34089.535156 +106 46320.136719 +107 33890.292969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,HWES,1.0942599773406982,"96 2348115.50 +97 2295916.25 +98 2299849.00 +99 2307780.50 +100 2309637.25 +101 2266648.00 +102 2266648.00 +103 2260938.50 +104 2232272.50 +105 2232272.50 +106 2271386.75 +107 2305209.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,XGBoost,1.16512131690979,"95 947123.87500 +96 717005.56250 +97 717005.56250 +98 947123.87500 +99 925125.75000 +100 523938.53125 +101 489751.18750 +102 355105.68750 +103 349798.62500 +104 310925.90625 +105 310780.21875 +106 947123.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,IPTU,AR,1.4165546894073486,"96 13113391.00 +97 3069563.50 +98 3105367.00 +99 2996725.75 +100 3114006.00 +101 3014859.00 +102 3102174.25 +103 3102174.25 +104 3003027.50 +105 3106322.00 +106 2852257.75 +107 4994953.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ISS,SARIMAX,1.1251544952392578,"96 6728558.5 +97 6731503.0 +98 6729400.0 +99 6729400.0 +100 6729400.0 +101 6729400.0 +102 6894978.5 +103 6894978.5 +104 6894978.5 +105 6894978.5 +106 6894978.5 +107 6894978.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ITBI,SARIMAX,1.1325945854187012,"96 2281403.00 +97 2281403.00 +98 2373748.50 +99 2477219.50 +100 2530952.00 +101 2483208.25 +102 2393252.75 +103 2530952.00 +104 2730130.00 +105 2380659.25 +106 2349388.50 +107 2349388.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,XGBoost,1.054063081741333,"96 16801456.0 +97 20369402.0 +98 20194394.0 +99 20470960.0 +100 20568786.0 +101 20216762.0 +102 20464094.0 +103 19729552.0 +104 20078474.0 +105 19103306.0 +106 18786534.0 +107 19216024.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,XGBoost,1.3698909282684326,"96 5.535371e+06 +97 3.265783e+06 +98 4.431698e+06 +99 7.728358e+06 +100 6.644337e+06 +101 3.183909e+06 +102 2.825266e+06 +103 1.796218e+06 +104 1.259237e+06 +105 9.203508e+05 +106 9.203508e+05 +107 6.644337e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,IPTU,SARIMAX,2.6614913940429688,"55 5764.336914 +56 4645.784180 +57 7943.032715 +58 4630.258301 +59 4615.317871 +60 4621.312988 +61 4621.312988 +62 4611.345703 +63 4621.312988 +64 4630.258301 +65 4621.312988 +66 4616.887207 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ISS,SARIMAX,1.0591909885406494,"96 34353.808594 +97 34353.808594 +98 44945.933594 +99 45005.574219 +100 65468.140625 +101 55818.593750 +102 55818.593750 +103 50483.558594 +104 55818.593750 +105 55818.593750 +106 55793.339844 +107 50450.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ITBI,SARIMAX,1.538254976272583,"75 3378.110352 +76 1085.907837 +77 2635.188965 +78 2723.523193 +79 3312.888672 +80 3301.334229 +81 3302.693604 +82 3477.457520 +83 3088.244629 +84 3509.650146 +85 4220.470703 +86 3316.276367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,SES,1.2315700054168701,"96 261072.515625 +97 317677.875000 +98 300048.937500 +99 305755.218750 +100 304915.500000 +101 318241.906250 +102 258622.718750 +103 317677.875000 +104 258622.718750 +105 258622.718750 +106 255223.406250 +107 318241.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,SARIMAX,1.0862822532653809,"96 97367.453125 +97 63631.476562 +98 81205.656250 +99 96613.148438 +100 63691.109375 +101 32017.703125 +102 17823.070312 +103 17823.070312 +104 14618.202148 +105 14618.202148 +106 12648.610352 +107 97367.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,IPTU,SARIMAX,1.7843825817108154,"96 406676.500000 +97 138349.765625 +98 45053.359375 +99 60362.890625 +100 52631.671875 +101 57407.167969 +102 48125.804688 +103 57407.167969 +104 52631.671875 +105 52279.453125 +106 52279.453125 +107 174751.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ISS,MLP,0.9830694198608398,"96 110747.251921 +97 119748.130871 +98 129579.590500 +99 139015.668878 +100 149978.697170 +101 162931.884587 +102 177007.425300 +103 191530.300459 +104 206751.739221 +105 224856.207060 +106 237808.580982 +107 252946.029908 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ITBI,XGBoost,1.9407117366790771,"93 41237.042969 +94 50077.093750 +95 68318.460938 +96 68457.273438 +97 68393.023438 +98 72475.078125 +99 67621.703125 +100 72475.078125 +101 68241.773438 +102 72420.523438 +103 68457.273438 +104 72475.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,MLP,2.12430739402771,"96 445392.636845 +97 458606.683021 +98 463025.772485 +99 470846.664867 +100 480539.292245 +101 478051.075969 +102 486625.039878 +103 495954.112087 +104 503789.649274 +105 514902.200150 +106 527872.976329 +107 545138.011725 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,XGBoost,1.2923121452331543,"96 171752.218750 +97 119993.671875 +98 171752.218750 +99 224746.171875 +100 171752.218750 +101 72525.070312 +102 72042.437500 +103 52616.300781 +104 41916.121094 +105 40809.640625 +106 40318.625000 +107 209912.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,IPTU,SARIMAX,0.9370360374450684,"74 6259.706055 +75 92934.289062 +76 105171.000000 +77 107564.539062 +78 273330.625000 +79 107537.906250 +80 107782.015625 +81 107782.015625 +82 143981.703125 +83 107782.015625 +84 143981.703125 +85 105171.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ISS,HWES,1.1335434913635254,"84 82968.859375 +85 83202.804688 +86 82510.757812 +87 83202.804688 +88 82927.843750 +89 83534.023438 +90 82381.351562 +91 82875.039062 +92 82327.453125 +93 83534.023438 +94 82343.617188 +95 82944.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ITBI,HWES,5.341681957244873,"84 23883.228516 +85 19924.320312 +86 20165.242188 +87 28691.410156 +88 26175.349609 +89 28610.093750 +90 28784.248047 +91 23794.699219 +92 15660.175781 +93 19743.589844 +94 5226.123535 +95 28344.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,SES,1.521178960800171,"84 566039.7500 +85 530350.7500 +86 528903.8750 +87 571422.6250 +88 530202.2500 +89 571422.6250 +90 571422.6250 +91 575515.5000 +92 525208.1875 +93 525208.1875 +94 527439.8125 +95 529743.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,XGBoost,1.1376047134399414,"84 291846.406250 +85 144381.078125 +86 144295.859375 +87 291678.031250 +88 144295.859375 +89 103096.101562 +90 103096.101562 +91 94788.140625 +92 95419.484375 +93 94788.140625 +94 95282.875000 +95 291846.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,IPTU,SES,2.2578649520874023,"96 58243.226562 +97 58243.226562 +98 74597.601562 +99 94856.101562 +100 69541.468750 +101 46623.140625 +102 77302.835938 +103 49972.175781 +104 88291.617188 +105 77302.835938 +106 86700.671875 +107 82903.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ISS,MLP,1.240992546081543,"96 236208.635992 +97 243507.989240 +98 256583.805561 +99 264755.944376 +100 271940.098037 +101 279261.482133 +102 283186.794569 +103 293591.886207 +104 299628.306552 +105 308006.121235 +106 324441.025704 +107 336449.844436 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ITBI,XGBoost,0.9523468017578125,"96 46722.203125 +97 50216.781250 +98 47131.906250 +99 47131.906250 +100 47044.800781 +101 50216.781250 +102 48080.679688 +103 44908.699219 +104 44587.707031 +105 44908.699219 +106 44587.707031 +107 44908.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,MLP,0.9855399131774902,"94 532629.702758 +95 547910.736680 +96 599720.430906 +97 548548.855361 +98 558684.568111 +99 600866.407097 +100 630716.847448 +101 620766.974099 +102 843046.117941 +103 722382.595095 +104 766067.159114 +105 840343.905859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,MLP,3.88067364692688,"94 92663.777802 +95 260363.803861 +96 306791.337325 +97 146647.147191 +98 204407.217192 +99 282077.478171 +100 263092.781388 +101 237096.726185 +102 277314.156848 +103 300918.776893 +104 292934.068103 +105 502033.168089 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,IPTU,SARIMAX,1.866126298904419,"91 509.522522 +92 509.522522 +93 8271.059570 +94 26475.062500 +95 59595.390625 +96 8153.299316 +97 4289.574707 +98 4443.490723 +99 4443.490723 +100 992.033936 +101 -341.410156 +102 -341.410156 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ISS,MLP,0.9589736461639404,"96 161823.756064 +97 187156.535917 +98 214662.318304 +99 246965.852284 +100 289954.783181 +101 331149.044211 +102 385840.755032 +103 449305.868117 +104 539682.098471 +105 637102.585006 +106 752495.771835 +107 889524.902170 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ITBI,MLP,1.007286787033081,"89 218538.648360 +90 239986.859037 +91 284396.233119 +92 338543.282325 +93 394587.836219 +94 452697.737313 +95 358273.342700 +96 473093.728309 +97 558271.762610 +98 638654.885012 +99 752151.236290 +100 867835.273753 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,MLP,1.25872802734375,"89 9.056744e+05 +90 9.243619e+05 +91 9.204749e+05 +92 9.324164e+05 +93 9.574089e+05 +94 9.765830e+05 +95 9.865255e+05 +96 9.969102e+05 +97 1.019707e+06 +98 1.045836e+06 +99 1.075670e+06 +100 1.109157e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,1.436288595199585,"89 39219.539062 +90 38790.937500 +91 11602.992188 +92 10957.480469 +93 9934.822266 +94 9934.822266 +95 20748.636719 +96 49773.613281 +97 11948.066406 +98 11976.755859 +99 11976.755859 +100 28990.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,IPTU,XGBoost,1.5417559146881104,"86 5244.437988 +87 5244.437988 +88 5244.437988 +89 4670.519043 +90 4670.519043 +91 2450.768555 +92 1310.192383 +93 1310.192383 +94 1310.192383 +95 2426.274414 +96 1708.392334 +97 2733.446045 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ISS,XGBoost,2.8744380474090576,"96 15863.760742 +97 14921.997070 +98 16331.662109 +99 16331.662109 +100 16611.048828 +101 16605.576172 +102 16611.048828 +103 16670.578125 +104 16496.183594 +105 16447.533203 +106 16496.183594 +107 16447.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ITBI,SARIMAX,2.935610055923462,"93 12219.887695 +94 8142.392578 +95 6669.339355 +96 11891.182617 +97 6886.699219 +98 8092.184082 +99 12375.564453 +100 7216.646973 +101 5917.435547 +102 7882.948730 +103 7212.913086 +104 5917.435547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,SARIMAX,1.4703218936920166,"96 231788.640625 +97 291559.062500 +98 364480.093750 +99 327979.250000 +100 364480.093750 +101 291559.062500 +102 291559.062500 +103 327979.250000 +104 292088.781250 +105 292095.875000 +106 293793.968750 +107 364480.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,SARIMAX,2.103159189224243,"95 88699.960938 +96 56612.933594 +97 56644.160156 +98 88662.429688 +99 88662.429688 +100 31779.869141 +101 32177.779297 +102 31371.128906 +103 31372.265625 +104 31372.265625 +105 31372.265625 +106 88699.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,IPTU,XGBoost,1.4825923442840576,"84 2497.266357 +85 6804.320801 +86 8416.775391 +87 12233.290039 +88 17533.597656 +89 17401.113281 +90 17609.691406 +91 8499.424805 +92 8530.362305 +93 8499.424805 +94 8472.267578 +95 8530.362305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ISS,AR,1.4258010387420654,"96 10545.079102 +97 19438.234375 +98 20447.283203 +99 10029.762695 +100 18616.191406 +101 10409.219727 +102 10459.732422 +103 10459.567383 +104 10009.182617 +105 14046.107422 +106 10039.549805 +107 10026.013672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ITBI,SES,0.8033967018127441,"77 13375.381836 +78 3650.974854 +79 4504.278320 +80 2366.554443 +81 9392.461914 +82 57.018810 +83 4447.817871 +84 -1195.771729 +85 503.216370 +86 1087.666138 +87 8937.843750 +88 4540.477539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,SARIMAX,1.0662291049957275,"96 235635.671875 +97 262726.687500 +98 257031.062500 +99 253445.890625 +100 258980.812500 +101 239818.812500 +102 259141.500000 +103 257031.062500 +104 237516.015625 +105 237516.015625 +106 233443.546875 +107 257533.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,SARIMAX,2.036113977432251,"95 50915.804688 +96 9795.828125 +97 30560.611328 +98 48227.730469 +99 11201.002930 +100 8113.568848 +101 6431.473633 +102 6505.238281 +103 6505.238281 +104 9792.044922 +105 23870.931641 +106 50915.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,IPTU,SARIMAX,1.3264133930206299,"96 2.902277e+06 +97 6.966307e+05 +98 7.065174e+05 +99 9.974794e+05 +100 7.065174e+05 +101 9.974794e+05 +102 9.974794e+05 +103 7.065174e+05 +104 7.014716e+05 +105 7.065174e+05 +106 9.899427e+05 +107 7.014716e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ISS,HWES,1.249786138534546,"96 128247.968750 +97 127688.203125 +98 128247.968750 +99 127688.203125 +100 127688.203125 +101 127688.203125 +102 127688.203125 +103 127293.992188 +104 118235.757812 +105 146623.953125 +106 144326.750000 +107 134019.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ITBI,SES,1.1176366806030273,"96 165603.703125 +97 267787.500000 +98 197898.593750 +99 160978.859375 +100 160978.859375 +101 164575.562500 +102 160978.859375 +103 164575.562500 +104 164575.562500 +105 166040.734375 +106 166040.734375 +107 160978.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,SARIMAX,0.9865536689758301,"96 518304.31250 +97 475349.78125 +98 503827.18750 +99 475430.12500 +100 518304.31250 +101 503827.18750 +102 503827.18750 +103 503827.18750 +104 475430.12500 +105 473638.15625 +106 473463.50000 +107 503827.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,MLP,2.499298572540283,"89 2.566214e+05 +90 2.665943e+05 +91 2.996563e+05 +92 3.348054e+05 +93 3.878478e+05 +94 6.217654e+05 +95 7.004411e+05 +96 6.792687e+05 +97 9.608553e+05 +98 1.226010e+06 +99 1.208612e+06 +100 9.158950e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,IPTU,SES,1.3211891651153564,"55 92454.148438 +56 266054.593750 +57 249713.031250 +58 248396.703125 +59 249713.031250 +60 248328.265625 +61 266054.593750 +62 248396.703125 +63 361119.937500 +64 251746.453125 +65 251675.359375 +66 251746.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ISS,MLP,1.2229492664337158,"80 58475.671437 +81 60357.996874 +82 62071.537646 +83 63726.479750 +84 65042.179581 +85 68166.413127 +86 69906.925511 +87 72329.795065 +88 73320.229611 +89 73266.133080 +90 75686.055645 +91 76885.289422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ITBI,MLP,1.775780439376831,"78 34114.814747 +79 38434.438448 +80 43049.155461 +81 47676.766657 +82 51425.547371 +83 58191.877316 +84 64934.440852 +85 72688.002736 +86 76166.448495 +87 82494.328194 +88 91124.780465 +89 100308.760184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,XGBoost,0.9656364917755127,"80 512060.37500 +81 512060.37500 +82 496191.03125 +83 512060.37500 +84 378826.62500 +85 488918.59375 +86 469279.15625 +87 513360.21875 +88 475644.06250 +89 470946.56250 +90 470946.56250 +91 496167.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,AR,0.9486393928527832,"80 276642.750000 +81 136028.828125 +82 227365.718750 +83 276642.750000 +84 243889.406250 +85 79413.914062 +86 78753.906250 +87 78753.906250 +88 78630.492188 +89 78793.953125 +90 78793.953125 +91 280861.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,IPTU,XGBoost,1.0624008178710938,"96 45016.140625 +97 285569.781250 +98 282277.843750 +99 281914.937500 +100 281914.937500 +101 281914.937500 +102 281914.937500 +103 281914.937500 +104 281914.937500 +105 281914.937500 +106 281914.937500 +107 281914.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ISS,XGBoost,0.9668369293212891,"96 44302.832031 +97 42834.914062 +98 45318.132812 +99 57231.894531 +100 40818.656250 +101 42504.539062 +102 44302.832031 +103 57221.390625 +104 45217.980469 +105 40818.656250 +106 44002.535156 +107 57231.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ITBI,SARIMAX,1.2101881504058838,"96 50624.500000 +97 34811.804688 +98 47264.605469 +99 47980.781250 +100 47343.785156 +101 47980.781250 +102 36547.781250 +103 47980.781250 +104 47285.335938 +105 36547.781250 +106 36547.781250 +107 36547.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,MLP,1.1017231941223145,"96 628629.002800 +97 635351.681381 +98 639695.992719 +99 650306.139864 +100 649637.559909 +101 662220.619395 +102 674469.420166 +103 685978.496614 +104 701758.430477 +105 719835.155290 +106 740821.587341 +107 753807.726073 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,XGBoost,1.1939282417297363,"96 206215.109375 +97 79907.000000 +98 125356.882812 +99 206215.109375 +100 191189.312500 +101 62624.453125 +102 50732.878906 +103 36446.328125 +104 21737.335938 +105 21737.335938 +106 13608.076172 +107 206215.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,IPTU,SARIMAX,1.0047192573547363,"89 2805.731445 +90 2610.962158 +91 6050.121094 +92 2588.003174 +93 123000.578125 +94 79025.398438 +95 6300.585449 +96 3321.818359 +97 5984.062012 +98 5818.492676 +99 1754.162109 +100 1822.933472 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ISS,Prophet,2.771467685699463,"96 24536.662109 +97 24536.662109 +98 24579.099609 +99 24550.878906 +100 23518.248047 +101 24281.689453 +102 24751.755859 +103 24273.449219 +104 24273.449219 +105 24281.689453 +106 24605.353516 +107 24751.755859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ITBI,MLP,0.9564003944396973,"90 25949.583303 +91 26576.285964 +92 27816.960615 +93 28748.410532 +94 28835.957995 +95 29128.993471 +96 30643.923326 +97 31962.423186 +98 31993.696974 +99 32171.469357 +100 33720.864434 +101 35729.499451 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,SARIMAX,0.9850702285766602,"96 355853.78125 +97 419540.62500 +98 419540.62500 +99 360366.78125 +100 386788.15625 +101 360366.78125 +102 360366.78125 +103 419540.62500 +104 360366.78125 +105 354087.43750 +106 358129.68750 +107 419540.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,MLP,1.5126571655273438,"95 153129.865363 +96 94063.446516 +97 116039.904156 +98 162523.354693 +99 170067.881172 +100 178324.459538 +101 216115.522039 +102 267973.687884 +103 324814.208997 +104 402300.890242 +105 498845.779276 +106 784143.172634 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,IPTU,SES,2.440392255783081,"69 214.311646 +70 256.160553 +71 273.117981 +72 246.208755 +73 214.311646 +74 545.031433 +75 545.031433 +76 273.117981 +77 545.031433 +78 545.031433 +79 545.031433 +80 545.031433 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ISS,MLP,2.0325725078582764,"88 45865.892595 +89 49394.967093 +90 50299.542536 +91 50897.591932 +92 47622.099560 +93 53119.892255 +94 48744.532582 +95 53358.599383 +96 55670.766931 +97 53962.809761 +98 59797.377737 +99 58935.916178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ITBI,MLP,1.1810798645019531,"76 23560.619174 +77 27747.423259 +78 30120.995713 +79 33687.069219 +80 43318.132457 +81 36814.076090 +82 42917.761429 +83 50343.375410 +84 57548.323233 +85 59361.709738 +86 65088.728037 +87 72380.531752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,XGBoost,1.0216319561004639,"88 397625.46875 +89 410982.18750 +90 414576.15625 +91 409038.68750 +92 389037.53125 +93 449525.75000 +94 409038.68750 +95 410982.18750 +96 409038.68750 +97 380611.03125 +98 382029.93750 +99 432946.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,XGBoost,1.0485858917236328,"87 104172.304688 +88 11066.715820 +89 34728.242188 +90 91038.984375 +91 91038.984375 +92 11066.715820 +93 6443.958008 +94 11092.080078 +95 6415.088379 +96 6529.801758 +97 6473.349609 +98 104172.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,IPTU,SARIMAX,1.0456457138061523,"76 10169.931641 +77 10169.931641 +78 12646.884766 +79 10586.535156 +80 11380.795898 +81 13394.199219 +82 14875.041016 +83 7376.456543 +84 6692.170410 +85 12784.445312 +86 6138.302734 +87 4861.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ISS,XGBoost,1.5911853313446045,"96 22621.519531 +97 19404.859375 +98 19404.859375 +99 19404.859375 +100 15538.813477 +101 22609.976562 +102 24003.521484 +103 22621.519531 +104 22621.519531 +105 22621.519531 +106 22621.519531 +107 22621.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ITBI,XGBoost,1.7284801006317139,"86 378.629395 +87 861.740601 +88 661.683533 +89 2035.752075 +90 1144.181519 +91 429.511475 +92 1438.164307 +93 512.404602 +94 1234.909912 +95 1093.729370 +96 1093.729370 +97 1519.917969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,XGBoost,0.957200288772583,"96 254562.859375 +97 310620.718750 +98 310268.125000 +99 272013.531250 +100 320663.718750 +101 270844.875000 +102 270844.875000 +103 309452.062500 +104 270844.875000 +105 271019.937500 +106 273659.500000 +107 309330.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,SARIMAX,1.0001156330108643,"96 116634.687500 +97 23935.652344 +98 113515.117188 +99 116657.859375 +100 114296.992188 +101 23935.652344 +102 24490.240234 +103 19820.152344 +104 24839.931641 +105 18610.093750 +106 19672.521484 +107 116634.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,XGBoost,1.8740427494049072,"77 759.662537 +78 3123.404297 +79 9630.150391 +80 3591.594971 +81 1379.713257 +82 1375.196045 +83 2337.927979 +84 811.912170 +85 639.711670 +86 385.674469 +87 754.308777 +88 597.376770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,MLP,1.5464856624603271,"95 19313.386776 +96 23942.059355 +97 27981.691343 +98 33415.450195 +99 39306.063951 +100 48385.044424 +101 53518.766292 +102 63993.059978 +103 76474.203799 +104 91611.244713 +105 112245.778660 +106 130602.580446 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,SARIMAX,0.9512374401092529,"82 15157.401367 +83 1479.517822 +84 6378.676270 +85 6688.468750 +86 13064.220703 +87 8449.934570 +88 9577.658203 +89 9073.486328 +90 15479.838867 +91 17203.525391 +92 9341.731445 +93 16513.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.952617883682251,"96 265556.65625 +97 292784.62500 +98 292784.62500 +99 274466.34375 +100 287975.59375 +101 274466.34375 +102 274466.34375 +103 292784.62500 +104 273571.65625 +105 273571.65625 +106 269735.78125 +107 284516.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,MLP,1.3057308197021484,"96 43534.294729 +97 22751.981306 +98 26880.303757 +99 39982.911074 +100 33790.043495 +101 31505.710548 +102 25265.181172 +103 29151.513740 +104 31198.283863 +105 34955.185128 +106 36860.674056 +107 90498.347303 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,AR,1.249115228652954,"92 221631.656250 +93 382994.156250 +94 337079.656250 +95 269976.093750 +96 270598.750000 +97 270598.750000 +98 117867.546875 +99 270598.750000 +100 121741.937500 +101 102073.015625 +102 102073.015625 +103 165543.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ISS,MLP,2.333686113357544,"92 693620.762774 +93 710582.672250 +94 727854.963257 +95 748439.940080 +96 770749.756184 +97 775868.486994 +98 789683.478556 +99 795854.669966 +100 817787.274755 +101 834878.862732 +102 849854.301363 +103 861347.632923 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,MLP,1.3947975635528564,"92 6.097111e+05 +93 6.730914e+05 +94 7.451146e+05 +95 8.039768e+05 +96 8.568565e+05 +97 9.028749e+05 +98 8.956660e+05 +99 1.010170e+06 +100 9.284502e+05 +101 1.082591e+06 +102 1.129826e+06 +103 1.268498e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,XGBoost,2.7542881965637207,"92 3400174.25 +93 2695917.50 +94 2730018.50 +95 2476900.00 +96 3142819.75 +97 2481556.75 +98 2481556.75 +99 2688328.50 +100 2485358.75 +101 2492521.50 +102 2570117.25 +103 2717794.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1483323574066162,"92 1992744.125 +93 1739186.125 +94 1741364.000 +95 1922320.375 +96 1750132.250 +97 1740862.375 +98 1740862.375 +99 1741403.125 +100 1740323.375 +101 1726731.000 +102 1740323.375 +103 1992744.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,AR,1.1517057418823242,"76 3585.429199 +77 5959.303223 +78 84911.289062 +79 5812.483398 +80 13348.638672 +81 13348.638672 +82 5828.762207 +83 1921.035889 +84 3847.735352 +85 3642.531494 +86 1799.034790 +87 2740.245117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ISS,MLP,1.4923155307769775,"92 28100.588022 +93 30415.789126 +94 32394.833088 +95 34534.231482 +96 37103.821739 +97 40003.639198 +98 42680.094201 +99 46081.638012 +100 48824.193552 +101 50454.048388 +102 54899.041880 +103 60265.701862 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,AR,1.0887305736541748,"78 32687.318359 +79 34701.523438 +80 33040.089844 +81 34742.847656 +82 34751.472656 +83 34201.269531 +84 34701.523438 +85 34641.230469 +86 33761.578125 +87 33761.578125 +88 32828.207031 +89 32718.644531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,Prophet,0.9084904193878174,"89 547778.5000 +90 542674.0000 +91 542371.8750 +92 588108.5000 +93 542371.8750 +94 589255.3125 +95 588108.5000 +96 538566.5625 +97 567065.7500 +98 567367.8750 +99 567367.8750 +100 549811.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,XGBoost,1.3074722290039062,"89 166056.062500 +90 164377.953125 +91 65345.929688 +92 105541.406250 +93 71025.804688 +94 164835.046875 +95 165727.187500 +96 165727.187500 +97 166308.484375 +98 166179.234375 +99 164377.953125 +100 65345.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,XGBoost,3.0405068397521973,"93 8560.756836 +94 60240.214844 +95 66270.515625 +96 17885.800781 +97 13991.282227 +98 9147.946289 +99 10626.660156 +100 7230.795410 +101 12888.237305 +102 12888.237305 +103 6636.794922 +104 7163.772461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ISS,AR,2.5343780517578125,"96 44971.949219 +97 45486.917969 +98 42484.546875 +99 28775.986328 +100 27375.652344 +101 28969.636719 +102 42538.816406 +103 28969.636719 +104 25891.212891 +105 23850.748047 +106 42697.625000 +107 39564.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,Prophet,0.8728177547454834,"93 1886.729492 +94 1928.435181 +95 3628.250000 +96 3604.998291 +97 14070.563477 +98 14430.086914 +99 5835.060547 +100 6148.477539 +101 7879.995605 +102 3926.631348 +103 16247.355469 +104 2537.011475 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,SES,0.9787964820861816,"96 407733.53125 +97 525947.81250 +98 544354.25000 +99 533821.68750 +100 525947.81250 +101 534352.62500 +102 407733.53125 +103 525947.81250 +104 534352.62500 +105 517598.18750 +106 494483.84375 +107 540151.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,SARIMAX,1.1840593814849854,"96 251649.281250 +97 78558.601562 +98 97892.945312 +99 251661.625000 +100 251661.625000 +101 67827.789062 +102 69081.734375 +103 65099.804688 +104 34788.363281 +105 34788.363281 +106 65099.804688 +107 253430.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,IPTU,SARIMAX,2.9539568424224854,"96 8450990.00 +97 8381877.00 +98 5873284.50 +99 3597982.50 +100 3627824.25 +101 3593772.25 +102 3758398.50 +103 3666170.75 +104 3627824.25 +105 3707358.25 +106 3593772.25 +107 5873284.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ISS,MLP,1.0514185428619385,"96 799533.021660 +97 812060.997697 +98 820897.350085 +99 834420.685386 +100 851279.478346 +101 863928.422477 +102 876569.544600 +103 893779.978006 +104 911851.279220 +105 932393.746156 +106 949437.502447 +107 959718.729243 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ITBI,SARIMAX,1.1226434707641602,"96 9.845896e+05 +97 9.842476e+05 +98 1.245523e+06 +99 9.842476e+05 +100 1.244710e+06 +101 9.845896e+05 +102 1.215396e+06 +103 1.215396e+06 +104 1.216476e+06 +105 1.215396e+06 +106 1.244710e+06 +107 1.215396e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,SARIMAX,2.2081971168518066,"94 1398492.625 +95 1525698.375 +96 1518045.500 +97 1528269.500 +98 1463799.500 +99 1528269.500 +100 1528269.500 +101 1507502.875 +102 1505348.125 +103 1514830.375 +104 1515412.625 +105 1517370.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,XGBoost,1.1854326725006104,"95 1.133703e+06 +96 8.162759e+05 +97 1.089701e+06 +98 1.133703e+06 +99 1.133703e+06 +100 8.162759e+05 +101 6.225966e+05 +102 5.070226e+05 +103 2.897002e+05 +104 2.902298e+05 +105 2.897002e+05 +106 1.133703e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,IPTU,SES,1.6494879722595215,"88 15796.566406 +89 13898.761719 +90 14015.071289 +91 15786.891602 +92 15806.049805 +93 12372.483398 +94 12173.700195 +95 12410.166016 +96 12262.447266 +97 12410.166016 +98 12255.797852 +99 15859.151367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ISS,XGBoost,1.6910114288330078,"88 12714.330078 +89 13109.500000 +90 12960.474609 +91 12758.592773 +92 12750.644531 +93 12960.474609 +94 12841.248047 +95 12274.872070 +96 12606.042969 +97 12960.474609 +98 12606.042969 +99 12606.042969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ITBI,XGBoost,1.5508766174316406,"88 6036.589355 +89 6065.011719 +90 7814.092773 +91 14182.919922 +92 7807.641602 +93 12283.407227 +94 7807.641602 +95 14212.369141 +96 14212.369141 +97 7807.641602 +98 7807.641602 +99 13826.756836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,Prophet,1.2076947689056396,"88 292933.09375 +89 347519.37500 +90 347519.37500 +91 355210.03125 +92 339684.84375 +93 355210.03125 +94 351674.53125 +95 346987.15625 +96 379506.71875 +97 343864.93750 +98 307484.03125 +99 344666.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,MLP,1.4800164699554443,"88 69081.133676 +89 41302.345878 +90 55955.631573 +91 70012.694146 +92 49900.975365 +93 42675.170962 +94 42396.656986 +95 45669.139382 +96 43434.328993 +97 45438.805203 +98 49177.506992 +99 141195.235096 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,1.48622727394104,"74 3347.279053 +75 764.348633 +76 8500.984375 +77 23831.333984 +78 7057.244141 +79 1143.793213 +80 1725.975098 +81 3846.546875 +82 8535.245117 +83 23831.619141 +84 14555.041016 +85 14540.745117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ISS,SES,1.0141432285308838,"96 38492.671875 +97 33846.500000 +98 31979.509766 +99 34569.503906 +100 34130.230469 +101 32972.296875 +102 32446.947266 +103 34678.062500 +104 31979.509766 +105 32124.472656 +106 31979.509766 +107 34227.667969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,SES,1.1685757637023926,"89 11336.490234 +90 10867.833008 +91 10725.683594 +92 10255.555664 +93 10955.541016 +94 11157.800781 +95 10222.744141 +96 10252.249023 +97 10721.291992 +98 9970.061523 +99 11153.701172 +100 9970.061523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.0948712825775146,"96 706829.5000 +97 844456.5625 +98 864886.5000 +99 844456.5625 +100 857860.8750 +101 882312.6875 +102 855420.3750 +103 837430.9375 +104 821979.5625 +105 743397.9375 +106 749373.3750 +107 865644.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,AR,1.448134183883667,"96 275609.250000 +97 64028.265625 +98 64611.750000 +99 228536.625000 +100 64028.265625 +101 62305.136719 +102 34979.316406 +103 34979.316406 +104 35910.621094 +105 23479.449219 +106 23479.449219 +107 275609.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,IPTU,SARIMAX,1.0721714496612549,"93 192524.750000 +94 121910.812500 +95 192524.750000 +96 199481.781250 +97 62106.066406 +98 71930.585938 +99 12141.125977 +100 -8195.183594 +101 151276.015625 +102 157199.984375 +103 -9085.462891 +104 153094.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ISS,MLP,1.302645206451416,"96 219513.605503 +97 223910.594135 +98 233039.932081 +99 241000.330648 +100 242993.347623 +101 252307.652785 +102 253914.320852 +103 262512.482952 +104 257563.813884 +105 275421.715295 +106 278260.629185 +107 277361.850000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ITBI,MLP,3.5242154598236084,"96 3.172495e+05 +97 4.542403e+05 +98 5.488055e+05 +99 6.221033e+05 +100 6.868840e+05 +101 8.088043e+05 +102 9.491700e+05 +103 1.113963e+06 +104 1.279845e+06 +105 1.103364e+06 +106 1.532472e+06 +107 1.593694e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,SES,2.2090277671813965,"96 1345938.625 +97 1445143.875 +98 1443214.625 +99 1380322.750 +100 1452679.125 +101 1380322.750 +102 1380322.750 +103 1492547.500 +104 1345727.500 +105 1346999.750 +106 1345070.625 +107 1443214.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,XGBoost,1.2368943691253662,"96 631372.875000 +97 300053.281250 +98 300053.281250 +99 633267.562500 +100 431094.937500 +101 226807.843750 +102 220798.046875 +103 221175.203125 +104 64933.078125 +105 64933.078125 +106 64933.078125 +107 631372.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,IPTU,AR,1.8618834018707275,"96 78149.828125 +97 77890.734375 +98 77644.312500 +99 9951.757812 +100 8552.954102 +101 76547.757812 +102 57573.828125 +103 77833.367188 +104 78149.828125 +105 77644.312500 +106 78149.828125 +107 34385.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ISS,MLP,1.028074026107788,"96 27160.486951 +97 32060.259069 +98 32516.511505 +99 38552.272753 +100 42833.750094 +101 55257.269020 +102 54426.605973 +103 60182.160882 +104 69081.161154 +105 85306.721072 +106 91518.070198 +107 117146.121170 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ITBI,XGBoost,1.4200546741485596,"96 94658.468750 +97 98403.507812 +98 126777.312500 +99 126777.312500 +100 127859.453125 +101 127758.171875 +102 126522.203125 +103 127777.742188 +104 127777.742188 +105 126409.710938 +106 128178.718750 +107 126409.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,SARIMAX,1.0814218521118164,"96 569177.50000 +97 670539.75000 +98 650357.43750 +99 645145.62500 +100 649238.87500 +101 645145.62500 +102 645145.62500 +103 595940.81250 +104 509992.28125 +105 670539.75000 +106 631601.50000 +107 508365.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,SARIMAX,1.2786102294921875,"96 74104.773438 +97 44676.031250 +98 74104.773438 +99 74104.773438 +100 74104.773438 +101 58553.238281 +102 21289.457031 +103 21150.082031 +104 20087.013672 +105 21289.457031 +106 20087.013672 +107 74104.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,IPTU,XGBoost,1.6136319637298584,"95 62334.777344 +96 124107.437500 +97 124107.437500 +98 136826.968750 +99 451305.375000 +100 601090.000000 +101 334388.875000 +102 301423.437500 +103 301423.437500 +104 310964.187500 +105 333426.750000 +106 92692.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ISS,MLP,1.240981101989746,"96 545250.014411 +97 548661.784995 +98 549050.661740 +99 559518.256881 +100 564734.354688 +101 562598.547042 +102 571128.979622 +103 576669.869427 +104 572951.177596 +105 584788.105957 +106 605502.750281 +107 620475.363233 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ITBI,XGBoost,1.0707108974456787,"96 152299.343750 +97 209197.937500 +98 155099.343750 +99 209197.937500 +100 161593.562500 +101 162583.640625 +102 161593.562500 +103 163569.484375 +104 162583.640625 +105 168897.796875 +106 224148.015625 +107 168897.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,SARIMAX,1.7394793033599854,"96 1154513.250 +97 1244376.625 +98 1320535.375 +99 1244376.625 +100 1324302.875 +101 1244376.625 +102 1244376.625 +103 1311811.750 +104 1214020.625 +105 1214020.625 +106 1193076.000 +107 1314646.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,MLP,1.164917230606079,"95 1.814510e+06 +96 1.520371e+06 +97 1.426103e+06 +98 1.535817e+06 +99 1.703173e+06 +100 2.136246e+06 +101 1.780413e+06 +102 2.360993e+06 +103 2.634701e+06 +104 3.250451e+06 +105 3.879511e+06 +106 6.080414e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,XGBoost,1.035780668258667,"84 74371.804688 +85 293697.375000 +86 198102.281250 +87 136321.468750 +88 133391.109375 +89 130550.414062 +90 173668.625000 +91 117343.085938 +92 107318.031250 +93 126391.992188 +94 107318.031250 +95 107318.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,MLP,0.9342598915100098,"84 7.690937e+05 +85 8.047701e+05 +86 8.589067e+05 +87 9.259215e+05 +88 1.000038e+06 +89 1.084252e+06 +90 1.176056e+06 +91 1.266819e+06 +92 1.359251e+06 +93 1.440848e+06 +94 1.509033e+06 +95 1.584557e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,XGBoost,1.2399609088897705,"84 208499.156250 +85 193775.953125 +86 155007.125000 +87 150813.015625 +88 204372.218750 +89 204372.218750 +90 204372.218750 +91 337201.062500 +92 150813.015625 +93 192409.796875 +94 336583.187500 +95 195904.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,XGBoost,1.134580135345459,"82 2388861.75 +83 2388861.75 +84 2497171.75 +85 2386350.00 +86 2503481.50 +87 2352443.00 +88 2342452.75 +89 2384891.00 +90 2403351.25 +91 2437164.50 +92 2404586.25 +93 2430742.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,AR,1.0130479335784912,"67 437956.750000 +68 227879.937500 +69 441653.906250 +70 437649.406250 +71 437712.656250 +72 229696.078125 +73 229584.796875 +74 229696.078125 +75 243472.484375 +76 243472.484375 +77 244766.125000 +78 437858.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,IPTU,SARIMAX,1.2527456283569336,"91 5008.391113 +92 14637.202148 +93 17296.794922 +94 36689.738281 +95 13689.503906 +96 22380.257812 +97 13689.503906 +98 25093.595703 +99 13689.503906 +100 13647.779297 +101 14424.517578 +102 11714.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ISS,SARIMAX,1.5185441970825195,"96 21288.916016 +97 24415.845703 +98 30483.126953 +99 30483.126953 +100 23774.332031 +101 30483.126953 +102 24415.845703 +103 24415.845703 +104 30483.126953 +105 25281.609375 +106 25281.609375 +107 30483.126953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ITBI,SARIMAX,2.5233733654022217,"96 1660.464233 +97 4269.773926 +98 4945.586426 +99 3217.145752 +100 17113.732422 +101 3675.047119 +102 17255.269531 +103 18065.912109 +104 8976.303711 +105 8331.610352 +106 6526.133789 +107 6869.987305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,SARIMAX,0.9570269584655762,"96 419836.40625 +97 457386.71875 +98 483895.31250 +99 471067.37500 +100 485520.59375 +101 471067.37500 +102 471067.37500 +103 457311.96875 +104 429049.21875 +105 429049.21875 +106 429049.21875 +107 457311.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,XGBoost,1.6223773956298828,"93 100667.562500 +94 80150.875000 +95 80150.875000 +96 112866.039062 +97 100667.562500 +98 76848.398438 +99 44106.574219 +100 39097.804688 +101 38621.054688 +102 39097.804688 +103 31566.673828 +104 102533.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,IPTU,SARIMAX,4.030353784561157,"92 4678.016602 +93 1738.494019 +94 4931.216309 +95 6642.000000 +96 10970.240234 +97 5411.960449 +98 4314.394043 +99 4423.756348 +100 5430.771484 +101 4152.407715 +102 1634.445068 +103 1571.281006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ISS,MLP,1.8329973220825195,"96 9831.136218 +97 10803.272839 +98 11789.668306 +99 12743.228157 +100 13959.386570 +101 15136.754991 +102 16052.867713 +103 17257.819594 +104 18718.955532 +105 20322.824482 +106 21548.666119 +107 22618.275297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ITBI,HWES,2.9563028812408447,"96 5225.206055 +97 8100.787598 +98 5876.839844 +99 1109.366821 +100 6943.795898 +101 2922.663574 +102 1622.558350 +103 2297.754639 +104 7324.277832 +105 6812.053223 +106 7217.569336 +107 7688.079590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,SARIMAX,1.6519529819488525,"96 278803.25000 +97 337978.84375 +98 339002.53125 +99 330824.43750 +100 338280.28125 +101 330824.43750 +102 328963.84375 +103 336118.21875 +104 328963.84375 +105 273244.31250 +106 268145.53125 +107 332692.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,XGBoost,1.9138777256011963,"95 47162.625000 +96 47162.625000 +97 62021.589844 +98 54065.121094 +99 52613.394531 +100 45536.773438 +101 62043.218750 +102 62087.007812 +103 62011.617188 +104 62035.089844 +105 61978.792969 +106 47162.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,IPTU,XGBoost,1.6728723049163818,"86 3647.410156 +87 2966.475342 +88 28761.683594 +89 7485.368164 +90 2670.036377 +91 2763.014893 +92 2228.290771 +93 4392.678223 +94 2670.036377 +95 1483.009155 +96 10004.174805 +97 3781.665283 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ISS,MLP,1.7460062503814697,"92 41105.315375 +93 42187.898869 +94 43641.569192 +95 45375.888729 +96 46864.172686 +97 48322.896151 +98 50313.895428 +99 51656.329145 +100 53205.228086 +101 54998.546496 +102 56942.034994 +103 56627.615604 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ITBI,XGBoost,2.9378178119659424,"90 4760.904785 +91 9642.969727 +92 9682.253906 +93 10161.942383 +94 5645.074707 +95 5942.492188 +96 9797.113281 +97 10050.213867 +98 5532.036133 +99 4698.990234 +100 3538.539795 +101 3960.582275 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.3311347961425781,"92 443092.87500 +93 484420.81250 +94 481632.09375 +95 483473.68750 +96 471075.75000 +97 487013.15625 +98 487013.15625 +99 481216.59375 +100 483224.68750 +101 471816.03125 +102 471816.03125 +103 502710.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,AR,1.308143138885498,"91 57836.218750 +92 22921.294922 +93 42662.730469 +94 57871.585938 +95 57979.714844 +96 23667.474609 +97 12550.678711 +98 21840.384766 +99 12107.371094 +100 23202.585938 +101 23152.826172 +102 57871.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,IPTU,SARIMAX,0.8629322052001953,"73 33728.371094 +74 50244.281250 +75 50305.996094 +76 166718.531250 +77 53255.242188 +78 50975.101562 +79 50276.992188 +80 53255.242188 +81 50206.804688 +82 50206.804688 +83 50206.804688 +84 53255.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ISS,XGBoost,2.0056376457214355,"96 42847.269531 +97 42070.804688 +98 42461.308594 +99 42554.816406 +100 42697.453125 +101 45797.453125 +102 54868.554688 +103 45797.453125 +104 42697.453125 +105 53525.511719 +106 45797.453125 +107 54884.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ITBI,XGBoost,1.0556902885437012,"94 141768.734375 +95 142650.859375 +96 142207.109375 +97 118272.578125 +98 121277.421875 +99 99684.890625 +100 114567.390625 +101 104173.843750 +102 95387.187500 +103 118818.460938 +104 110493.171875 +105 110493.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,XGBoost,1.1659951210021973,"96 953430.125 +97 1155703.000 +98 1152145.750 +99 945947.625 +100 1130194.000 +101 1130194.000 +102 1194259.375 +103 1129113.750 +104 1128381.000 +105 1123137.250 +106 1125037.625 +107 1075705.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,XGBoost,1.120269536972046,"96 217080.937500 +97 101644.085938 +98 138775.328125 +99 287804.437500 +100 217080.937500 +101 109000.015625 +102 101644.085938 +103 59164.070312 +104 64688.484375 +105 65134.667969 +106 60411.730469 +107 287804.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,IPTU,SARIMAX,1.6633763313293457,"84 9459.296875 +85 25423.443359 +86 28404.880859 +87 25023.289062 +88 22006.019531 +89 12131.687500 +90 12131.687500 +91 10623.031250 +92 10414.954102 +93 10413.180664 +94 10656.148438 +95 9454.558594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ISS,Prophet,1.070176124572754,"84 37973.347656 +85 37964.214844 +86 36577.816406 +87 37944.656250 +88 36374.820312 +89 61986.121094 +90 37944.656250 +91 38045.613281 +92 38045.613281 +93 38176.765625 +94 37974.261719 +95 37973.347656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ITBI,MLP,1.0767111778259277,"84 53253.159547 +85 60209.671181 +86 68333.584726 +87 76555.393560 +88 87651.926843 +89 97865.548436 +90 109018.525245 +91 116392.194834 +92 132018.015764 +93 148605.404353 +94 163013.647043 +95 182007.107857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,MLP,1.1635379791259766,"84 6.751322e+05 +85 7.116839e+05 +86 7.498278e+05 +87 7.607832e+05 +88 8.045513e+05 +89 8.357548e+05 +90 9.007796e+05 +91 8.883658e+05 +92 9.091224e+05 +93 9.628119e+05 +94 1.017255e+06 +95 1.057498e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,AR,0.9497640132904053,"84 139312.156250 +85 59277.437500 +86 96279.429688 +87 138391.640625 +88 58970.343750 +89 50186.355469 +90 44528.042969 +91 38967.160156 +92 39567.953125 +93 45582.875000 +94 39567.953125 +95 138391.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,IPTU,XGBoost,3.0268068313598633,"83 21563.697266 +84 22354.146484 +85 22790.787109 +86 21613.347656 +87 296736.875000 +88 296736.875000 +89 296556.343750 +90 406836.625000 +91 296556.343750 +92 296556.343750 +93 296556.343750 +94 296556.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ISS,MLP,1.1968839168548584,"96 140677.423958 +97 148484.641043 +98 152905.316150 +99 157940.617023 +100 170470.866093 +101 182126.116871 +102 188722.475870 +103 204664.661002 +104 198376.172912 +105 205024.874849 +106 210128.864745 +107 217957.424063 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ITBI,XGBoost,1.7052886486053467,"96 100965.937500 +97 98846.812500 +98 101652.828125 +99 100965.937500 +100 101034.445312 +101 101034.445312 +102 101066.843750 +103 99030.164062 +104 98928.554688 +105 100965.937500 +106 98928.554688 +107 100965.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,SES,1.0827934741973877,"96 264968.62500 +97 310994.75000 +98 295850.50000 +99 285307.68750 +100 299131.06250 +101 310994.75000 +102 285307.68750 +103 306739.90625 +104 267268.03125 +105 257964.81250 +106 293939.15625 +107 283049.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,MLP,1.0495810508728027,"96 177165.704407 +97 71448.064037 +98 91941.922101 +99 107825.183886 +100 114655.704530 +101 75576.574322 +102 76704.222009 +103 91345.602716 +104 96211.846898 +105 94272.556938 +106 102049.897709 +107 311781.020538 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,MLP,1.392909288406372,"84 36413.940254 +85 42455.562336 +86 49884.889758 +87 56210.324033 +88 64304.442750 +89 87370.218602 +90 92887.105372 +91 104949.568667 +92 165457.528982 +93 125423.061602 +94 129936.220977 +95 145562.083813 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,MLP,1.2906968593597412,"88 15041.012314 +89 16716.382675 +90 16921.447005 +91 17706.969606 +92 19312.994400 +93 19053.879346 +94 20856.351083 +95 20945.752467 +96 22542.113035 +97 24151.416249 +98 26453.871992 +99 29286.501454 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,SARIMAX,1.034945011138916,"86 33472.382812 +87 26285.275391 +88 25986.796875 +89 35337.378906 +90 41248.675781 +91 28540.859375 +92 40235.488281 +93 28965.494141 +94 26527.841797 +95 28965.494141 +96 26527.841797 +97 29046.917969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,XGBoost,1.0575401782989502,"88 327507.50000 +89 397979.96875 +90 429987.65625 +91 398466.53125 +92 429987.65625 +93 398021.71875 +94 398021.71875 +95 397979.96875 +96 398977.40625 +97 398977.40625 +98 388666.84375 +99 429987.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,SARIMAX,1.4536983966827393,"87 89780.539062 +88 43532.535156 +89 64644.511719 +90 88004.000000 +91 87557.960938 +92 41787.406250 +93 11507.307617 +94 13157.740234 +95 11360.280273 +96 13157.740234 +97 8759.809570 +98 68792.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,IPTU,SES,2.2998971939086914,"96 101212.218750 +97 96873.945312 +98 23625.210938 +99 23872.156250 +100 33976.945312 +101 17052.726562 +102 17052.726562 +103 59716.207031 +104 15918.601562 +105 33365.117188 +106 15839.161133 +107 49312.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ISS,MLP,1.6346285343170166,"96 32205.317386 +97 34162.486988 +98 36257.859054 +99 38200.975332 +100 39311.875824 +101 40811.233359 +102 42348.552088 +103 43613.351962 +104 45982.873930 +105 47729.370272 +106 48941.330321 +107 52139.357381 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ITBI,AR,1.662261962890625,"94 9782.282227 +95 7212.996582 +96 7117.799316 +97 7138.421875 +98 10112.373047 +99 8078.039062 +100 5471.372559 +101 9692.041016 +102 6756.376465 +103 6363.366699 +104 6707.583984 +105 7858.941895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,SES,1.0556447505950928,"96 322978.87500 +97 323017.43750 +98 327768.65625 +99 319515.06250 +100 334285.93750 +101 322453.06250 +102 322453.06250 +103 322730.50000 +104 322453.06250 +105 320113.15625 +106 320113.15625 +107 327768.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,SARIMAX,1.192370891571045,"95 153720.171875 +96 61313.066406 +97 61313.066406 +98 91903.046875 +99 70776.906250 +100 35521.847656 +101 35394.070312 +102 35521.847656 +103 24609.808594 +104 24609.808594 +105 24550.810547 +106 153720.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,IPTU,XGBoost,1.0698926448822021,"77 4209.884766 +78 10884.676758 +79 10884.676758 +80 924.260315 +81 999.306213 +82 10789.359375 +83 10977.053711 +84 -266.871429 +85 14.504265 +86 130.343079 +87 320.545837 +88 14.504265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ISS,HWES,1.7432994842529297,"92 41026.773438 +93 35449.312500 +94 33778.031250 +95 35468.835938 +96 35468.835938 +97 35468.835938 +98 35436.949219 +99 33683.960938 +100 33683.960938 +101 33744.042969 +102 33683.960938 +103 33683.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ITBI,HWES,1.5918982028961182,"87 10625.544922 +88 11445.476562 +89 13067.889648 +90 13366.074219 +91 41335.730469 +92 36491.156250 +93 36491.156250 +94 36717.046875 +95 36717.046875 +96 36491.156250 +97 41297.085938 +98 41983.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,Prophet,0.977576732635498,"92 348995.81250 +93 351369.71875 +94 355618.84375 +95 349849.03125 +96 409136.06250 +97 349849.03125 +98 349849.03125 +99 348985.21875 +100 349006.28125 +101 351379.96875 +102 350083.09375 +103 355618.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,MLP,3.0090994834899902,"91 85370.850402 +92 44726.076783 +93 53776.126413 +94 73772.930094 +95 69053.390541 +96 51656.018492 +97 49396.276241 +98 91190.284943 +99 50228.812788 +100 52024.317139 +101 56691.484139 +102 122863.924259 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,IPTU,SES,2.1093480587005615,"87 45873.269531 +88 35195.015625 +89 35195.015625 +90 36474.785156 +91 35023.343750 +92 35029.910156 +93 35343.011719 +94 35249.558594 +95 35174.035156 +96 35174.035156 +97 36352.460938 +98 35174.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ISS,MLP,1.1396753787994385,"88 2.058034e+05 +89 2.580969e+05 +90 3.166863e+05 +91 3.113149e+05 +92 3.916972e+05 +93 5.022105e+05 +94 6.059755e+05 +95 7.568514e+05 +96 9.615646e+05 +97 1.194231e+06 +98 1.480169e+06 +99 1.869529e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ITBI,AR,0.9831147193908691,"88 23067.000000 +89 32663.533203 +90 13872.888672 +91 24451.802734 +92 22923.148438 +93 29195.652344 +94 13872.888672 +95 30519.541016 +96 21821.751953 +97 32659.558594 +98 31463.937500 +99 6647.643066 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,Prophet,0.964271068572998,"88 9.857838e+05 +89 1.098190e+06 +90 1.098404e+06 +91 9.881081e+05 +92 9.881081e+05 +93 9.862226e+05 +94 1.098190e+06 +95 1.098190e+06 +96 9.881081e+05 +97 9.843545e+05 +98 9.843545e+05 +99 1.099029e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,MLP,1.2728941440582275,"88 167235.739535 +89 98393.964055 +90 105304.993650 +91 130255.686322 +92 134235.297602 +93 112579.337222 +94 92163.016398 +95 84394.965897 +96 89438.223930 +97 91410.922923 +98 93688.363389 +99 233879.953593 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,IPTU,SARIMAX,0.8972775936126709,"91 7147.101074 +92 4718.213867 +93 2168.212158 +94 10933.963867 +95 12760.686523 +96 18657.683594 +97 17464.503906 +98 14402.338867 +99 12478.527344 +100 1398.104980 +101 6245.480957 +102 6589.674316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ISS,MLP,1.450965166091919,"96 91142.361815 +97 97588.457600 +98 108696.381692 +99 116930.794807 +100 129108.214533 +101 141245.576306 +102 155066.142064 +103 172838.496789 +104 191716.699790 +105 216655.202462 +106 233315.467837 +107 254559.065700 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ITBI,SARIMAX,1.1022591590881348,"86 122901.218750 +87 115948.328125 +88 118122.093750 +89 119818.539062 +90 115359.609375 +91 118562.265625 +92 117624.242188 +93 119496.046875 +94 119496.046875 +95 118562.265625 +96 117624.242188 +97 119818.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,SARIMAX,1.503556728363037,"96 738354.6875 +97 924317.6875 +98 925430.9375 +99 924317.6875 +100 845661.4375 +101 924317.6875 +102 924317.6875 +103 828478.8750 +104 832830.2500 +105 775027.0625 +106 739090.6250 +107 925430.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,XGBoost,0.9017000198364258,"96 178839.312500 +97 73375.859375 +98 73375.859375 +99 178839.312500 +100 98970.781250 +101 78485.578125 +102 63008.437500 +103 41579.582031 +104 36624.953125 +105 36624.953125 +106 38486.351562 +107 263962.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,Prophet,0.9115796089172363,"87 22709.314453 +88 11242.028320 +89 8373.442383 +90 8429.911133 +91 8373.442383 +92 16528.156250 +93 18778.726562 +94 8720.950195 +95 109899.656250 +96 8767.493164 +97 11967.879883 +98 176325.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,MLP,1.021169662475586,"96 43869.800785 +97 46763.009516 +98 47851.343412 +99 50939.652139 +100 53884.464609 +101 55680.308112 +102 58750.653568 +103 61225.382288 +104 65448.289174 +105 68856.365694 +106 73059.572755 +107 78675.065926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,SES,1.101527214050293,"95 103718.226562 +96 79244.679688 +97 66215.164062 +98 77636.117188 +99 77945.179688 +100 72123.414062 +101 72123.414062 +102 79972.007812 +103 75097.046875 +104 72123.414062 +105 56611.460938 +106 124525.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,SES,1.0590331554412842,"96 785163.4375 +97 946019.1875 +98 936598.8750 +99 898618.0625 +100 937587.0625 +101 898618.0625 +102 898618.0625 +103 945877.1875 +104 877347.0625 +105 877953.3750 +106 895091.0625 +107 941365.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,AR,1.7221319675445557,"96 237613.921875 +97 83861.312500 +98 115610.234375 +99 237613.921875 +100 110216.179688 +101 117615.390625 +102 59847.218750 +103 23688.029297 +104 16135.728516 +105 16135.728516 +106 12929.631836 +107 264602.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,IPTU,XGBoost,2.0505621433258057,"67 8641.266602 +68 9779.126953 +69 9779.126953 +70 21618.580078 +71 8641.266602 +72 7452.539062 +73 21339.769531 +74 21339.769531 +75 21339.769531 +76 21577.201172 +77 21571.402344 +78 48119.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ISS,MLP,2.5760974884033203,"72 33787.077292 +73 35798.792077 +74 39520.738029 +75 42152.961738 +76 46231.090887 +77 50548.401377 +78 53346.753070 +79 59219.883077 +80 64896.461809 +81 69629.411550 +82 76126.005099 +83 84598.361845 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ITBI,SARIMAX,1.468745231628418,"71 12239.798828 +72 17625.726562 +73 12993.646484 +74 17389.476562 +75 17332.708984 +76 17332.708984 +77 17537.312500 +78 17537.312500 +79 16826.728516 +80 16779.966797 +81 17348.113281 +82 17665.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,XGBoost,1.165583610534668,"72 520905.65625 +73 531071.56250 +74 526729.25000 +75 531826.12500 +76 530616.56250 +77 589280.12500 +78 531826.12500 +79 531071.56250 +80 521362.96875 +81 519698.84375 +82 520779.37500 +83 526729.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,XGBoost,1.1093554496765137,"72 183193.828125 +73 129323.484375 +74 129323.484375 +75 183193.828125 +76 129323.484375 +77 74543.156250 +78 74090.039062 +79 50578.171875 +80 52078.699219 +81 53467.398438 +82 52078.699219 +83 183193.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,IPTU,SARIMAX,1.1509435176849365,"83 110918.492188 +84 110639.078125 +85 650644.875000 +86 110218.664062 +87 110218.664062 +88 110218.664062 +89 110218.664062 +90 110511.382812 +91 110218.664062 +92 110218.664062 +93 110218.664062 +94 110218.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ISS,MLP,2.2834389209747314,"84 245569.045448 +85 220886.103113 +86 237531.931864 +87 252802.200278 +88 266252.853992 +89 278183.584444 +90 296678.466751 +91 304763.005705 +92 313969.273841 +93 333270.606572 +94 365250.051440 +95 378758.618996 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ITBI,MLP,2.406437873840332,"80 102813.435871 +81 119021.136077 +82 139636.429155 +83 163330.980368 +84 188376.413671 +85 204738.612715 +86 225212.271507 +87 253434.203050 +88 295005.860076 +89 347188.682344 +90 388239.293230 +91 445452.568055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,SES,1.9168720245361328,"96 512551.2500 +97 522600.9375 +98 520101.8750 +99 529847.6875 +100 522999.5625 +101 529847.6875 +102 529847.6875 +103 522009.5000 +104 521273.3125 +105 523228.0625 +106 525026.1250 +107 520101.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,SARIMAX,4.504763126373291,"96 242171.125000 +97 121165.570312 +98 121165.570312 +99 250745.718750 +100 242121.937500 +101 111586.234375 +102 111586.234375 +103 87547.976562 +104 87640.812500 +105 87511.593750 +106 87640.812500 +107 231030.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,IPTU,Prophet,2.1054742336273193,"93 18689.371094 +94 18569.328125 +95 21485.070312 +96 89577.312500 +97 237097.515625 +98 237097.515625 +99 237097.515625 +100 169852.515625 +101 238348.734375 +102 184503.187500 +103 169209.531250 +104 170680.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ISS,HWES,1.3142917156219482,"96 63097.832031 +97 57438.511719 +98 53012.789062 +99 49891.273438 +100 51885.160156 +101 51608.101562 +102 51608.101562 +103 49753.398438 +104 52429.871094 +105 52722.871094 +106 54708.714844 +107 63439.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ITBI,SARIMAX,1.6500740051269531,"94 12810.416016 +95 12057.916992 +96 11783.295898 +97 18298.806641 +98 16508.185547 +99 16508.185547 +100 18298.806641 +101 12157.265625 +102 8428.454102 +103 14545.531250 +104 20958.513672 +105 16508.185547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,SARIMAX,0.9828922748565674,"96 803083.9375 +97 861265.6250 +98 867964.5000 +99 866779.3750 +100 868651.8750 +101 901554.8125 +102 866779.3750 +103 861265.6250 +104 861265.6250 +105 835500.6250 +106 835500.6250 +107 867964.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,AR,1.1369531154632568,"96 238679.046875 +97 83146.523438 +98 81734.742188 +99 98543.757812 +100 78941.765625 +101 62555.589844 +102 60293.753906 +103 53526.964844 +104 52776.554688 +105 52482.167969 +106 52631.765625 +107 238679.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,XGBoost,1.1999590396881104,"60 1984.684082 +61 9546.315430 +62 30830.533203 +63 7768.401855 +64 2113.583984 +65 1854.611694 +66 2009.613159 +67 1652.270508 +68 1728.872803 +69 8327.627930 +70 1728.872803 +71 1728.872803 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,MLP,1.4742507934570312,"60 7796.956818 +61 8005.724987 +62 8208.286872 +63 8326.608552 +64 8595.694201 +65 8815.713669 +66 8887.415967 +67 9192.262592 +68 9210.720372 +69 9388.655185 +70 9671.072718 +71 9928.780990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,XGBoost,2.0157582759857178,"60 15250.966797 +61 116631.171875 +62 116631.171875 +63 116631.171875 +64 116631.171875 +65 116631.171875 +66 116631.171875 +67 116631.171875 +68 116631.171875 +69 116631.171875 +70 116631.171875 +71 116631.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,MLP,1.4699938297271729,"60 271688.718492 +61 280205.427471 +62 299947.443873 +63 334519.414652 +64 311303.494867 +65 335175.989017 +66 364160.135724 +67 357976.471401 +68 386064.164643 +69 427458.795807 +70 427536.037986 +71 515830.129579 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,SARIMAX,1.5904929637908936,"60 33038.296875 +61 16360.467773 +62 17679.570312 +63 30381.695312 +64 16360.467773 +65 11029.785156 +66 14633.732422 +67 14600.243164 +68 14612.168945 +69 14600.243164 +70 14600.243164 +71 33201.082031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,IPTU,XGBoost,1.0300357341766357,"89 1.431099e+05 +90 8.941104e+05 +91 5.250880e+04 +92 5.521838e+04 +93 9.952247e+05 +94 9.073332e+05 +95 5.527164e+04 +96 9.073332e+05 +97 3.600142e+05 +98 2.894300e+05 +99 1.111526e+06 +100 9.097022e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ISS,HWES,1.1190602779388428,"96 110393.976562 +97 122815.234375 +98 113060.164062 +99 117898.703125 +100 83889.242188 +101 85114.617188 +102 85606.664062 +103 120556.445312 +104 121897.507812 +105 120556.445312 +106 89748.718750 +107 120556.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ITBI,SES,1.0941946506500244,"90 30327.246094 +91 27978.234375 +92 16681.542969 +93 27978.234375 +94 65112.539062 +95 17659.974609 +96 27446.933594 +97 25256.681641 +98 58157.984375 +99 19300.166016 +100 25389.738281 +101 16283.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,SES,0.9904670715332031,"96 1187734.125 +97 1360358.125 +98 1537854.250 +99 1360358.125 +100 1546168.000 +101 1360358.125 +102 1360358.125 +103 1360358.125 +104 1353154.000 +105 1353154.000 +106 1353154.000 +107 1537854.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,SARIMAX,1.1166372299194336,"96 325846.937500 +97 165953.921875 +98 165953.921875 +99 325846.937500 +100 294387.406250 +101 165953.921875 +102 101846.859375 +103 98504.195312 +104 97648.390625 +105 53396.722656 +106 57611.246094 +107 308654.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,IPTU,AR,1.5718491077423096,"96 7.011630e+06 +97 4.123930e+07 +98 7.095104e+06 +99 7.607500e+06 +100 2.820853e+06 +101 7.524026e+06 +102 2.640048e+06 +103 7.524026e+06 +104 2.077390e+06 +105 6.084961e+06 +106 2.077390e+06 +107 6.084961e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ISS,SARIMAX,1.177976131439209,"96 1225974.625 +97 1225974.625 +98 1225974.625 +99 1217993.750 +100 1217993.750 +101 1217993.750 +102 1217993.750 +103 1217993.750 +104 1217993.750 +105 1217993.750 +106 1217993.750 +107 1217993.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ITBI,SES,0.9697773456573486,"96 2670893.75 +97 2670893.75 +98 2670893.75 +99 2709645.75 +100 2700909.75 +101 2720203.75 +102 2755504.75 +103 2774578.50 +104 2765984.00 +105 2613653.00 +106 2614812.25 +107 2352425.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,SARIMAX,1.0819168090820312,"96 1268749.875 +97 1549102.500 +98 1584378.000 +99 1498237.125 +100 1621994.375 +101 1498237.125 +102 1498237.125 +103 1498237.125 +104 1403027.875 +105 1394990.500 +106 1293487.250 +107 1584378.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,XGBoost,1.0057270526885986,"96 1.845314e+06 +97 1.138300e+06 +98 1.150725e+06 +99 1.845314e+06 +100 1.845314e+06 +101 1.147689e+06 +102 7.250718e+05 +103 6.370971e+05 +104 4.852801e+05 +105 4.243728e+05 +106 4.077115e+05 +107 1.845314e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,IPTU,HWES,1.1755270957946777,"93 5342.071289 +94 7609.681641 +95 71313.898438 +96 75796.820312 +97 75796.820312 +98 72371.148438 +99 9823.695312 +100 9823.695312 +101 8540.455078 +102 13195.511719 +103 14503.933594 +104 15520.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ISS,SARIMAX,1.0620663166046143,"96 32581.435547 +97 29633.804688 +98 45426.265625 +99 39744.894531 +100 38229.339844 +101 33228.710938 +102 45720.234375 +103 38629.476562 +104 41389.378906 +105 40403.113281 +106 37562.085938 +107 48497.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ITBI,XGBoost,1.0429489612579346,"96 26408.197266 +97 28286.750000 +98 29233.554688 +99 29534.560547 +100 28828.566406 +101 31201.476562 +102 14416.727539 +103 33592.847656 +104 30941.726562 +105 30021.535156 +106 27472.300781 +107 33592.847656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,SARIMAX,3.2741458415985107,"96 677490.3125 +97 752064.6250 +98 755632.0000 +99 752318.1250 +100 756867.5000 +101 635848.3125 +102 636607.7500 +103 765462.9375 +104 680613.5000 +105 646843.1875 +106 667039.9375 +107 757187.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,AR,1.2630045413970947,"96 187985.312500 +97 55452.519531 +98 172234.062500 +99 187985.312500 +100 177591.640625 +101 53854.851562 +102 53828.105469 +103 38054.375000 +104 33063.988281 +105 32126.824219 +106 30518.199219 +107 187985.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,IPTU,MLP,0.928032398223877,"91 1.589260e+06 +92 3.869461e+06 +93 8.104427e+05 +94 9.454307e+05 +95 1.277274e+06 +96 1.679485e+06 +97 1.946285e+06 +98 2.390013e+06 +99 2.851582e+06 +100 3.572514e+06 +101 4.472220e+06 +102 5.623870e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ISS,MLP,1.084223985671997,"96 7.709713e+06 +97 8.214198e+06 +98 8.486124e+06 +99 8.786337e+06 +100 9.102237e+06 +101 8.680414e+06 +102 8.368016e+06 +103 8.799168e+06 +104 8.970643e+06 +105 9.588780e+06 +106 1.002143e+07 +107 1.020147e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ITBI,XGBoost,0.988569974899292,"96 53435.671875 +97 52782.109375 +98 149199.125000 +99 148397.765625 +100 53378.085938 +101 66723.273438 +102 64275.058594 +103 64275.058594 +104 148397.765625 +105 71352.781250 +106 78407.289062 +107 150049.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,AR,1.2225456237792969,"96 9622210.0 +97 12080718.0 +98 12185454.0 +99 13485617.0 +100 12724735.0 +101 11058660.0 +102 13485617.0 +103 12124985.0 +104 11068573.0 +105 10939294.0 +106 9815932.0 +107 12185454.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,SARIMAX,1.3143861293792725,"96 775914.125000 +97 582871.437500 +98 582871.437500 +99 815471.000000 +100 729648.937500 +101 362048.843750 +102 273572.187500 +103 176568.859375 +104 125461.226562 +105 111551.781250 +106 73157.351562 +107 805197.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,IPTU,SARIMAX,1.173365592956543,"83 52275.234375 +84 98034.046875 +85 264084.843750 +86 98256.945312 +87 55674.082031 +88 62425.046875 +89 98256.945312 +90 96958.250000 +91 55674.082031 +92 96958.250000 +93 57031.519531 +94 57031.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ISS,MLP,0.9319767951965332,"84 71881.870897 +85 81470.421842 +86 80533.994422 +87 87853.401269 +88 94294.993378 +89 100984.985702 +90 105072.921367 +91 114704.946681 +92 122607.521596 +93 128931.255973 +94 134323.629044 +95 133919.000271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ITBI,XGBoost,1.0479412078857422,"84 131530.656250 +85 -267540.625000 +86 133935.937500 +87 151334.703125 +88 100990.937500 +89 268620.468750 +90 84619.718750 +91 87265.500000 +92 87265.500000 +93 92634.968750 +94 98986.867188 +95 75836.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,SES,1.8283591270446777,"84 8.935552e+05 +85 1.070862e+06 +86 1.072139e+06 +87 1.003542e+06 +88 1.082829e+06 +89 9.959533e+05 +90 9.959533e+05 +91 1.063273e+06 +92 9.899576e+05 +93 9.909234e+05 +94 1.002510e+06 +95 1.038746e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,XGBoost,1.0412578582763672,"84 228010.578125 +85 149589.406250 +86 188576.828125 +87 228010.578125 +88 188576.828125 +89 75143.734375 +90 76277.664062 +91 67617.960938 +92 53354.339844 +93 52482.902344 +94 44338.613281 +95 228010.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,IPTU,XGBoost,1.2800278663635254,"87 18904.091797 +88 25291.083984 +89 29290.900391 +90 -3032.282227 +91 3799.062012 +92 3205.328857 +93 -171.865372 +94 2316.614502 +95 -171.865372 +96 16240.817383 +97 -171.865372 +98 4544.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ISS,SES,0.9802653789520264,"92 78966.976562 +93 75997.015625 +94 77708.781250 +95 103836.062500 +96 54493.207031 +97 55487.042969 +98 60830.582031 +99 63726.351562 +100 60830.582031 +101 65785.492188 +102 67217.757812 +103 66385.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ITBI,XGBoost,1.0354607105255127,"92 18998.226562 +93 18840.849609 +94 21983.679688 +95 21983.679688 +96 18591.255859 +97 21202.841797 +98 20716.097656 +99 21466.335938 +100 21357.431641 +101 20313.945312 +102 18652.728516 +103 21357.431641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,XGBoost,0.9862966537475586,"92 587017.4375 +93 570421.9375 +94 739158.3750 +95 688457.5000 +96 739920.5000 +97 602517.8750 +98 688457.5000 +99 570421.9375 +100 687944.7500 +101 687944.7500 +102 660142.5000 +103 739158.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,XGBoost,1.0553998947143555,"92 200887.875000 +93 111284.578125 +94 112869.328125 +95 174833.984375 +96 200887.875000 +97 230574.109375 +98 111284.578125 +99 71574.406250 +100 56352.796875 +101 55156.328125 +102 58097.699219 +103 230574.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,IPTU,HWES,0.888054609298706,"72 1691362.375 +73 692988.000 +74 1042175.000 +75 1663988.750 +76 1663988.750 +77 1663988.750 +78 1663988.750 +79 1663988.750 +80 1663988.750 +81 1189831.875 +82 1199283.125 +83 1472755.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ISS,SARIMAX,1.206798791885376,"72 2733149.50 +73 2733149.50 +74 2733149.50 +75 2733149.50 +76 2733149.50 +77 2733149.50 +78 2650266.25 +79 2650266.25 +80 2650266.25 +81 2650266.25 +82 2650266.25 +83 2650266.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ITBI,HWES,0.9395797252655029,"72 934376.3750 +73 929184.7500 +74 925642.8125 +75 925837.6250 +76 925274.6875 +77 925274.6875 +78 925274.6875 +79 926166.1250 +80 925274.6875 +81 925414.1875 +82 923555.5625 +83 925235.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,XGBoost,0.913731575012207,"72 4737042.5 +73 5401830.0 +74 5401830.0 +75 5310688.5 +76 5306093.0 +77 5310688.5 +78 5310688.5 +79 5391817.5 +80 5310688.5 +81 5170330.5 +82 5281825.5 +83 5310688.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,MLP,1.685814380645752,"72 4.625243e+06 +73 2.713948e+06 +74 2.950650e+06 +75 4.307110e+06 +76 4.052044e+06 +77 3.389237e+06 +78 3.653829e+06 +79 3.925344e+06 +80 4.233938e+06 +81 4.880580e+06 +82 5.493299e+06 +83 1.196610e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,IPTU,HWES,1.2258663177490234,"92 55439.402344 +93 57157.339844 +94 57105.335938 +95 57961.152344 +96 55509.828125 +97 763709.062500 +98 53658.851562 +99 64972.582031 +100 53658.851562 +101 74917.617188 +102 65469.394531 +103 54845.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,1.0454342365264893,"92 299923.25000 +93 298158.00000 +94 297180.25000 +95 298158.00000 +96 291895.34375 +97 282913.37500 +98 291895.34375 +99 282274.81250 +100 291895.34375 +101 273633.28125 +102 291895.34375 +103 284568.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ITBI,XGBoost,0.9431233406066895,"90 6.197486e+05 +91 6.187858e+05 +92 8.965614e+04 +93 6.173272e+05 +94 8.650105e+04 +95 8.505477e+04 +96 8.965614e+04 +97 2.271850e+06 +98 9.155459e+04 +99 9.155459e+04 +100 8.992096e+04 +101 9.155459e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9147458076477051,"90 3359528.75 +91 3599303.25 +92 3698695.25 +93 3599303.25 +94 3698695.25 +95 3586078.25 +96 3462934.75 +97 3462934.75 +98 3510427.75 +99 3510427.75 +100 3195224.50 +101 3693337.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,SES,1.1697330474853516,"89 1.317233e+06 +90 8.094858e+05 +91 7.485119e+05 +92 1.317233e+06 +93 1.317422e+06 +94 7.439314e+05 +95 7.437868e+05 +96 7.432101e+05 +97 7.043192e+05 +98 7.043192e+05 +99 7.043192e+05 +100 1.317233e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,IPTU,MLP,1.1796150207519531,"88 28448.767154 +89 35937.411952 +90 45949.019510 +91 58281.996497 +92 75485.474233 +93 98408.841163 +94 87174.837196 +95 109067.088257 +96 137128.040136 +97 172993.547414 +98 220261.485101 +99 279067.125291 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ISS,SARIMAX,1.1233537197113037,"96 35169.441406 +97 52313.812500 +98 51257.324219 +99 52313.812500 +100 51812.417969 +101 51257.324219 +102 52313.812500 +103 51257.324219 +104 52313.812500 +105 53033.925781 +106 53033.925781 +107 51257.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ITBI,SES,1.8540399074554443,"92 44133.492188 +93 49880.285156 +94 43842.117188 +95 43901.000000 +96 49763.820312 +97 43901.000000 +98 45421.175781 +99 49130.187500 +100 43901.000000 +101 49763.820312 +102 45421.175781 +103 45421.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,SES,1.0882186889648438,"96 579431.7500 +97 622401.1250 +98 680720.5000 +99 625523.1875 +100 704470.5625 +101 618640.7500 +102 624157.8750 +103 622401.1250 +104 617750.5625 +105 617750.5625 +106 617750.5625 +107 630236.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,SARIMAX,1.2726798057556152,"94 226749.359375 +95 91833.921875 +96 130135.851562 +97 129855.820312 +98 129923.187500 +99 44533.468750 +100 87865.609375 +101 44844.476562 +102 37538.734375 +103 37260.558594 +104 41085.320312 +105 230059.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,IPTU,HWES,1.2396976947784424,"95 23521.562500 +96 22290.521484 +97 22610.191406 +98 57345.148438 +99 17696.458984 +100 23960.714844 +101 9893.218750 +102 21694.878906 +103 53783.601562 +104 21694.878906 +105 11156.070312 +106 11156.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ISS,XGBoost,1.6012017726898193,"96 91148.304688 +97 95441.367188 +98 88084.812500 +99 91148.304688 +100 91148.304688 +101 89954.679688 +102 83955.101562 +103 87768.523438 +104 85590.960938 +105 89544.070312 +106 89544.070312 +107 85590.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ITBI,XGBoost,1.197876214981079,"93 49693.589844 +94 67955.984375 +95 411612.500000 +96 411612.500000 +97 411612.500000 +98 411612.500000 +99 411612.500000 +100 411612.500000 +101 411612.500000 +102 411612.500000 +103 411612.500000 +104 411612.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,SARIMAX,0.9954032897949219,"96 616848.5625 +97 575817.5000 +98 616848.5625 +99 577856.7500 +100 594106.3750 +101 637483.6875 +102 593952.6250 +103 591913.3750 +104 637483.6875 +105 576173.1875 +106 578580.7500 +107 572431.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,XGBoost,1.308077096939087,"96 244227.484375 +97 158007.406250 +98 244227.484375 +99 244227.484375 +100 244096.781250 +101 81847.070312 +102 81847.070312 +103 81847.070312 +104 60771.390625 +105 46622.292969 +106 43167.375000 +107 244227.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,IPTU,XGBoost,1.0275235176086426,"67 20055.349609 +68 20055.349609 +69 32489.650391 +70 32489.650391 +71 21332.150391 +72 33105.851562 +73 33105.851562 +74 33105.851562 +75 20671.548828 +76 25164.576172 +77 33105.851562 +78 20635.669922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ISS,XGBoost,3.010638475418091,"80 14912.441406 +81 16304.963867 +82 16283.590820 +83 16283.590820 +84 16349.581055 +85 16283.590820 +86 16349.581055 +87 16279.604492 +88 16279.604492 +89 16296.512695 +90 16275.139648 +91 16394.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ITBI,SES,1.8860080242156982,"80 2031.709351 +81 2058.711670 +82 5601.515625 +83 5601.515625 +84 3409.928467 +85 2136.730713 +86 1062.038208 +87 5706.537598 +88 1062.038208 +89 1062.038208 +90 8406.789062 +91 1062.038208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,Prophet,1.9170362949371338,"80 308745.937500 +81 288566.125000 +82 288527.031250 +83 294037.093750 +84 287543.625000 +85 261053.265625 +86 261053.265625 +87 261053.265625 +88 260046.218750 +89 260046.218750 +90 260046.218750 +91 261449.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,SES,1.2940607070922852,"79 93663.859375 +80 116291.679688 +81 122687.117188 +82 122687.117188 +83 122687.117188 +84 125967.085938 +85 100944.968750 +86 100944.968750 +87 100916.835938 +88 100884.039062 +89 99899.351562 +90 122775.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,IPTU,HWES,1.4136545658111572,"96 484905.531250 +97 450140.312500 +98 111375.132812 +99 109683.023438 +100 110211.656250 +101 107236.773438 +102 112532.437500 +103 121681.476562 +104 121681.476562 +105 39593.636719 +106 37035.171875 +107 37035.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ISS,MLP,2.563826084136963,"96 310433.796249 +97 323255.532545 +98 354379.918253 +99 386448.520655 +100 432074.303487 +101 480339.786504 +102 526132.059698 +103 589909.474830 +104 652709.396452 +105 717863.819213 +106 802937.750546 +107 900672.571860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ITBI,SARIMAX,2.551121950149536,"96 36614.363281 +97 31006.361328 +98 37727.261719 +99 35353.460938 +100 36215.082031 +101 36017.230469 +102 36000.937500 +103 35958.023438 +104 36017.230469 +105 36009.988281 +106 36215.082031 +107 39901.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,SARIMAX,1.1839344501495361,"96 1199506.875 +97 1230071.500 +98 1258101.250 +99 1186875.625 +100 1267645.875 +101 1185165.750 +102 1185165.750 +103 1226579.000 +104 1185165.750 +105 1183340.000 +106 1183340.000 +107 1267645.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,SARIMAX,1.1304633617401123,"96 5.653202e+05 +97 1.967642e+05 +98 1.967642e+05 +99 5.650858e+05 +100 2.113529e+05 +101 1.166911e+05 +102 1.157678e+05 +103 1.157678e+05 +104 5.310588e+04 +105 5.310588e+04 +106 5.310588e+04 +107 1.281507e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,IPTU,SES,2.128519058227539,"92 21425.013672 +93 10048.404297 +94 10075.276367 +95 20710.812500 +96 20740.074219 +97 22237.193359 +98 21909.925781 +99 21473.597656 +100 20013.990234 +101 21449.064453 +102 20112.468750 +103 23853.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ISS,Prophet,1.504885196685791,"92 17574.531250 +93 19299.503906 +94 19218.345703 +95 17674.015625 +96 17674.015625 +97 17674.015625 +98 17705.259766 +99 17674.015625 +100 17674.015625 +101 17574.531250 +102 17674.015625 +103 17674.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ITBI,MLP,1.1742806434631348,"92 40344.073038 +93 42845.522309 +94 43688.263723 +95 45823.080131 +96 47713.558723 +97 48382.188909 +98 49345.261384 +99 49289.554510 +100 50913.629863 +101 51938.235332 +102 52840.739002 +103 56357.882582 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,MLP,1.0798473358154297,"92 489794.429445 +93 497710.767256 +94 501206.962637 +95 505352.664241 +96 507892.934512 +97 511937.871314 +98 521769.743517 +99 529155.696737 +100 537367.857095 +101 547748.590446 +102 559872.318092 +103 570503.234330 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,MLP,1.6453189849853516,"92 111207.699739 +93 65128.967165 +94 76823.298955 +95 97547.325702 +96 84404.686018 +97 107969.245859 +98 69078.479865 +99 68001.286581 +100 72676.315946 +101 72033.859416 +102 78817.514342 +103 177519.254286 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,XGBoost,1.1144154071807861,"96 338432.59375 +97 505063.12500 +98 590633.25000 +99 590642.81250 +100 504861.46875 +101 504861.46875 +102 505063.12500 +103 504861.46875 +104 505063.12500 +105 504861.46875 +106 504861.46875 +107 590642.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ISS,SARIMAX,3.3356456756591797,"96 506458.90625 +97 506458.90625 +98 499880.21875 +99 497211.93750 +100 482239.78125 +101 482239.78125 +102 506458.90625 +103 506458.90625 +104 499880.21875 +105 506458.90625 +106 506458.90625 +107 482239.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,XGBoost,0.9577300548553467,"96 14913.008789 +97 2626.129395 +98 2564.846191 +99 2626.129395 +100 2108.536377 +101 361.611145 +102 -7378.357910 +103 147.146149 +104 -8137.285156 +105 -2015.562622 +106 9638.686523 +107 5844.137695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,SES,1.1053974628448486,"96 555802.2500 +97 563850.0000 +98 612757.1250 +99 574926.6875 +100 624331.4375 +101 573624.0000 +102 574429.6250 +103 621359.6875 +104 559659.8125 +105 559659.8125 +106 563964.4375 +107 559659.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,SARIMAX,0.8799593448638916,"82 335212.937500 +83 286659.906250 +84 286746.250000 +85 335212.937500 +86 286746.250000 +87 286659.906250 +88 269785.156250 +89 269785.156250 +90 116814.101562 +91 108744.234375 +92 109720.351562 +93 335212.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,IPTU,XGBoost,0.9404261112213135,"61 7416.964355 +62 11911.722656 +63 7416.964355 +64 10222.605469 +65 10222.605469 +66 11667.846680 +67 10547.822266 +68 12051.876953 +69 191441.343750 +70 11761.860352 +71 12073.785156 +72 11988.305664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ISS,MLP,1.6626534461975098,"96 28174.259522 +97 29247.738278 +98 30703.813951 +99 32111.750763 +100 33666.644366 +101 34516.997506 +102 36255.751011 +103 37693.266151 +104 38257.455810 +105 39139.050651 +106 39835.844004 +107 42929.885484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ITBI,SES,1.2989301681518555,"96 6656.853027 +97 29501.804688 +98 35725.199219 +99 12032.947266 +100 32561.335938 +101 42005.675781 +102 26409.142578 +103 29501.804688 +104 26828.939453 +105 12215.817383 +106 30003.537109 +107 34514.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,SARIMAX,1.0142416954040527,"96 647662.8750 +97 671565.5625 +98 669339.6875 +99 664741.8125 +100 670696.0625 +101 663872.3750 +102 663872.3750 +103 670696.0625 +104 663872.3750 +105 653123.2500 +106 652318.6875 +107 670164.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,XGBoost,2.4815356731414795,"96 248993.031250 +97 102629.109375 +98 225550.687500 +99 249056.015625 +100 266021.593750 +101 96165.109375 +102 99278.125000 +103 88165.609375 +104 88264.835938 +105 88165.609375 +106 84484.773438 +107 266021.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,IPTU,XGBoost,1.3254022598266602,"96 5.979123e+05 +97 5.600367e+05 +98 6.397833e+05 +99 2.697406e+06 +100 6.267131e+05 +101 6.267131e+05 +102 5.498950e+05 +103 6.267131e+05 +104 6.267131e+05 +105 6.267131e+05 +106 5.988338e+05 +107 6.280586e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ISS,XGBoost,1.2013745307922363,"96 586436.6875 +97 593577.0000 +98 593670.2500 +99 586436.6875 +100 586436.6875 +101 586099.3125 +102 586436.6875 +103 651976.8750 +104 652408.4375 +105 651976.8750 +106 651976.8750 +107 651976.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ITBI,SARIMAX,1.1697046756744385,"96 347202.500000 +97 347202.500000 +98 348764.000000 +99 211313.609375 +100 336354.093750 +101 347202.500000 +102 212816.125000 +103 519229.375000 +104 336354.093750 +105 253453.718750 +106 244245.171875 +107 348764.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,XGBoost,2.1906774044036865,"96 3178005.25 +97 3178005.25 +98 3314648.25 +99 3192537.50 +100 3322147.50 +101 3192537.50 +102 3192537.50 +103 3178005.25 +104 3158206.00 +105 3158206.00 +106 3128471.50 +107 3267625.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.8795790672302246,"96 1.511648e+06 +97 6.366939e+05 +98 1.153040e+06 +99 1.511648e+06 +100 1.266205e+06 +101 8.605491e+05 +102 5.996174e+05 +103 5.085196e+05 +104 8.777509e+05 +105 2.849226e+05 +106 2.849226e+05 +107 1.429534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,IPTU,SARIMAX,0.9863841533660889,"95 8340.969727 +96 47286.148438 +97 50357.988281 +98 95754.648438 +99 85418.453125 +100 17003.582031 +101 17003.582031 +102 10494.649414 +103 10314.167969 +104 14467.423828 +105 15439.042969 +106 9571.964844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ISS,SES,1.5760655403137207,"96 19900.753906 +97 20144.244141 +98 16728.808594 +99 19900.753906 +100 20226.166016 +101 19974.009766 +102 20283.833984 +103 19974.009766 +104 19974.009766 +105 20226.166016 +106 20226.166016 +107 20226.166016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ITBI,MLP,1.013946294784546,"90 44308.783728 +91 49936.314066 +92 58019.891898 +93 65144.905773 +94 72285.364405 +95 79340.664382 +96 92415.432800 +97 109857.658353 +98 115779.025585 +99 126378.849548 +100 132175.057956 +101 152548.120172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,XGBoost,1.414766550064087,"96 376825.50000 +97 423974.06250 +98 423974.06250 +99 422159.87500 +100 427233.46875 +101 422159.87500 +102 422159.87500 +103 423974.06250 +104 417803.62500 +105 398396.18750 +106 398396.18750 +107 412875.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,XGBoost,1.1692593097686768,"96 111214.304688 +97 44267.875000 +98 95324.820312 +99 130364.968750 +100 95324.820312 +101 74720.437500 +102 31798.119141 +103 38471.882812 +104 30089.597656 +105 31272.419922 +106 28985.326172 +107 126739.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,IPTU,HWES,1.0721328258514404,"92 52371.246094 +93 134793.906250 +94 142943.687500 +95 125732.015625 +96 136883.625000 +97 125732.015625 +98 125732.015625 +99 134793.906250 +100 124551.062500 +101 125732.015625 +102 125732.015625 +103 125732.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ISS,SES,3.3046553134918213,"96 122641.812500 +97 110948.953125 +98 122641.812500 +99 122641.812500 +100 122641.812500 +101 92888.242188 +102 100355.460938 +103 81839.257812 +104 82744.953125 +105 100247.664062 +106 106380.812500 +107 84041.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ITBI,SES,2.2604565620422363,"96 18263.531250 +97 100784.093750 +98 40950.250000 +99 21134.578125 +100 40570.777344 +101 12749.670898 +102 31669.394531 +103 19544.380859 +104 52408.531250 +105 67357.234375 +106 19733.201172 +107 23408.943359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,SARIMAX,1.050624132156372,"96 718794.6250 +97 719707.4375 +98 712365.0625 +99 731432.2500 +100 798119.3750 +101 726383.7500 +102 798119.3750 +103 798119.3750 +104 733294.1250 +105 733294.1250 +106 733294.1250 +107 811168.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,MLP,0.9672434329986572,"83 74783.966135 +84 89899.347611 +85 108565.324528 +86 131456.026635 +87 159351.080945 +88 196735.019971 +89 227293.192956 +90 244835.851436 +91 280099.209243 +92 337504.719004 +93 407215.377835 +94 498938.312167 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,IPTU,SARIMAX,1.9300854206085205,"78 5584.875488 +79 4924.866699 +80 9158.723633 +81 5051.552734 +82 5051.552734 +83 5051.552734 +84 10791.260742 +85 108829.531250 +86 341248.843750 +87 10791.260742 +88 11018.396484 +89 4924.866699 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ISS,SES,1.3723583221435547,"96 44072.882812 +97 42420.441406 +98 47111.230469 +99 44478.453125 +100 38835.843750 +101 47435.847656 +102 46287.871094 +103 38835.843750 +104 44172.515625 +105 38914.675781 +106 44172.515625 +107 38835.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ITBI,XGBoost,3.0662295818328857,"96 21927.529297 +97 17020.363281 +98 21785.246094 +99 22062.476562 +100 30881.724609 +101 52202.898438 +102 52202.898438 +103 51634.207031 +104 51608.398438 +105 51608.398438 +106 26112.982422 +107 31951.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,SARIMAX,1.6731386184692383,"96 650354.9375 +97 602920.2500 +98 597889.2500 +99 694459.0625 +100 574640.9375 +101 656506.1250 +102 694459.0625 +103 602920.2500 +104 601706.6875 +105 590304.0625 +106 596643.5625 +107 597889.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,MLP,1.0834400653839111,"96 259650.509939 +97 117022.885994 +98 136134.092676 +99 217965.480747 +100 188117.684454 +101 153847.374538 +102 155903.844840 +103 165282.327009 +104 181771.549458 +105 208292.762757 +106 232483.077470 +107 562131.438201 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,IPTU,HWES,0.969775915145874,"89 2818.017578 +90 4242.327637 +91 3436.047363 +92 4616.443359 +93 9030.709961 +94 192733.812500 +95 7024.128906 +96 54997.250000 +97 6509.613281 +98 14141.624023 +99 7066.328613 +100 4202.692383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ISS,SARIMAX,1.3839335441589355,"96 73810.500000 +97 69527.898438 +98 66847.375000 +99 74698.226562 +100 74698.226562 +101 74698.226562 +102 66847.375000 +103 66806.656250 +104 69527.898438 +105 74698.226562 +106 66847.375000 +107 66806.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ITBI,SES,1.0661635398864746,"92 13233.062500 +93 13404.016602 +94 12627.152344 +95 13444.490234 +96 12889.694336 +97 13424.192383 +98 9654.169922 +99 9804.733398 +100 13629.241211 +101 13258.059570 +102 13288.519531 +103 14722.295898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,MLP,1.2980310916900635,"96 614382.766256 +97 621604.511635 +98 627183.203989 +99 632182.069295 +100 638276.284069 +101 640134.581391 +102 650620.845219 +103 661323.842122 +104 672538.609098 +105 687234.473434 +106 704553.851355 +107 721775.971118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,SARIMAX,1.1282107830047607,"96 299830.437500 +97 111062.320312 +98 254452.343750 +99 299486.093750 +100 137286.421875 +101 113277.750000 +102 99253.578125 +103 99086.554688 +104 97848.531250 +105 102072.101562 +106 99086.554688 +107 299830.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,IPTU,SES,1.0147361755371094,"85 14413.363281 +86 19352.775391 +87 24114.263672 +88 25816.800781 +89 25816.800781 +90 19568.789062 +91 28524.808594 +92 17866.253906 +93 16934.140625 +94 25772.542969 +95 26498.585938 +96 23105.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ISS,SARIMAX,1.5579767227172852,"92 23038.042969 +93 23076.099609 +94 23045.779297 +95 23026.763672 +96 23045.583984 +97 23029.572266 +98 23057.962891 +99 23026.763672 +100 23089.937500 +101 23045.779297 +102 23029.572266 +103 23030.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ITBI,MLP,0.9812483787536621,"80 61609.663712 +81 77159.639775 +82 87979.384772 +83 107338.737132 +84 131547.340948 +85 177168.655972 +86 161617.284464 +87 196393.593546 +88 241867.775469 +89 290105.893220 +90 342580.540942 +91 419501.443506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,XGBoost,1.059734582901001,"92 319090.09375 +93 397644.53125 +94 372495.46875 +95 336612.81250 +96 372841.59375 +97 336612.81250 +98 336612.81250 +99 397952.62500 +100 330485.37500 +101 333053.28125 +102 333864.59375 +103 373007.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,XGBoost,2.2601802349090576,"92 51714.593750 +93 35083.148438 +94 34524.007812 +95 66320.539062 +96 47583.468750 +97 34716.144531 +98 34028.285156 +99 34751.867188 +100 23601.644531 +101 25263.767578 +102 17896.671875 +103 8275.452148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,IPTU,AR,3.6169798374176025,"90 1.232735e+05 +91 1.996077e+05 +92 1.686417e+06 +93 2.158024e+05 +94 2.658234e+05 +95 1.092488e+05 +96 1.115893e+05 +97 2.011468e+05 +98 1.580979e+05 +99 3.716354e+04 +100 1.566371e+05 +101 1.092059e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ISS,MLP,1.6476097106933594,"92 277322.389911 +93 268678.447323 +94 279621.493751 +95 297465.023774 +96 298277.240149 +97 311257.329852 +98 319246.307184 +99 332108.690606 +100 334081.030574 +101 328914.836640 +102 345884.714192 +103 354607.362856 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ITBI,SES,1.01119065284729,"92 72204.507812 +93 103208.421875 +94 103330.312500 +95 88771.554688 +96 87372.085938 +97 70393.039062 +98 88771.554688 +99 103411.953125 +100 87093.078125 +101 74350.984375 +102 88533.867188 +103 76162.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,XGBoost,1.0574684143066406,"92 1252965.875 +93 1416013.500 +94 1243708.750 +95 1416822.750 +96 1618122.125 +97 1259020.000 +98 1420899.250 +99 1419446.750 +100 1418682.375 +101 1418682.375 +102 1415048.750 +103 1247141.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,SARIMAX,1.2151331901550293,"92 916811.437500 +93 269333.125000 +94 545332.125000 +95 916811.437500 +96 913813.437500 +97 268977.656250 +98 254756.562500 +99 258643.234375 +100 230347.468750 +101 395044.437500 +102 395044.437500 +103 988898.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,IPTU,HWES,1.256145715713501,"95 4875.325684 +96 -677.012573 +97 10571.752930 +98 129946.578125 +99 8716.628906 +100 8078.088379 +101 8391.081055 +102 9965.877930 +103 8339.971680 +104 1708.359009 +105 1220.032837 +106 1220.032837 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ISS,HWES,1.7845935821533203,"96 17494.060547 +97 16797.406250 +98 16474.558594 +99 14474.099609 +100 16665.949219 +101 16580.056641 +102 14476.162109 +103 14476.162109 +104 16548.326172 +105 14532.411133 +106 16630.546875 +107 16675.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ITBI,AR,0.9780716896057129,"94 6105.415039 +95 3548.150879 +96 5087.043945 +97 4050.775635 +98 10054.473633 +99 7735.569336 +100 7452.794434 +101 -792.228699 +102 -1844.639893 +103 6828.147461 +104 1806.367065 +105 5018.884277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,SES,1.0766470432281494,"96 465743.53125 +97 540176.56250 +98 557314.37500 +99 531964.12500 +100 579244.75000 +101 530822.93750 +102 532061.12500 +103 537368.93750 +104 516003.87500 +105 517159.09375 +106 515729.56250 +107 557314.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,MLP,1.4835283756256104,"94 128032.012873 +95 64092.492257 +96 82796.850731 +97 156394.240031 +98 106107.306536 +99 99261.678765 +100 98577.609894 +101 109293.130077 +102 125249.552571 +103 146376.857488 +104 159178.387763 +105 325174.319575 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,IPTU,HWES,1.1672487258911133,"96 64166.621094 +97 64041.871094 +98 275527.375000 +99 275072.312500 +100 626553.125000 +101 422153.281250 +102 399892.156250 +103 422153.281250 +104 399413.281250 +105 399892.156250 +106 405202.062500 +107 399892.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ISS,MLP,4.07141637802124,"96 110292.029053 +97 117081.383098 +98 119414.859652 +99 116554.516730 +100 118584.242475 +101 119206.987167 +102 122609.622367 +103 124154.190643 +104 129522.137623 +105 134399.371464 +106 135413.056947 +107 139807.632096 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ITBI,SARIMAX,2.4928486347198486,"94 19143.308594 +95 43815.726562 +96 43815.726562 +97 20830.878906 +98 33069.296875 +99 31508.591797 +100 34606.734375 +101 31934.228516 +102 28843.132812 +103 39309.246094 +104 26783.605469 +105 4476.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,SARIMAX,0.9498627185821533,"96 8.792801e+05 +97 1.073913e+06 +98 1.073913e+06 +99 9.949466e+05 +100 1.068398e+06 +101 9.949466e+05 +102 9.949466e+05 +103 1.073913e+06 +104 9.949466e+05 +105 8.818192e+05 +106 8.837034e+05 +107 1.073913e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,XGBoost,2.5640721321105957,"96 529906.000000 +97 227113.828125 +98 230747.859375 +99 529906.000000 +100 506074.750000 +101 227113.828125 +102 129397.664062 +103 115411.671875 +104 109462.289062 +105 109462.289062 +106 99341.335938 +107 529906.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,IPTU,SARIMAX,1.8373603820800781,"90 2812.972900 +91 1116.813843 +92 476.023987 +93 22935.453125 +94 6630.218262 +95 6158.205566 +96 1046.900146 +97 1421.217529 +98 13561.936523 +99 1919.840942 +100 657.382141 +101 4671.701172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ISS,MLP,1.6910905838012695,"96 17091.405621 +97 18434.728405 +98 21096.307876 +99 23618.231539 +100 27000.267210 +101 29976.341308 +102 35076.052501 +103 40268.448046 +104 44072.873120 +105 49062.755693 +106 55050.264806 +107 62998.239171 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ITBI,SES,1.3573682308197021,"80 9859.702148 +81 2819.862305 +82 7029.238770 +83 9311.388672 +84 2468.516357 +85 6680.097656 +86 7907.598145 +87 6766.683105 +88 4797.027344 +89 1666.756714 +90 2441.310791 +91 7954.417969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,XGBoost,1.021033525466919,"96 213341.406250 +97 219504.250000 +98 257548.937500 +99 219818.828125 +100 261727.906250 +101 220032.343750 +102 219699.546875 +103 258756.593750 +104 219504.250000 +105 208088.031250 +106 207622.296875 +107 257548.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,XGBoost,1.6427438259124756,"96 101538.242188 +97 66295.671875 +98 40570.992188 +99 66295.671875 +100 40605.007812 +101 24254.185547 +102 19031.509766 +103 17898.066406 +104 17898.066406 +105 17556.566406 +106 17472.794922 +107 101538.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,IPTU,SARIMAX,0.930654764175415,"87 8022.732422 +88 24183.361328 +89 182698.734375 +90 24183.361328 +91 24557.031250 +92 24330.750000 +93 10153.207031 +94 6848.303223 +95 6848.303223 +96 7378.259766 +97 7378.259766 +98 8249.012695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ISS,SARIMAX,1.527547836303711,"96 140873.531250 +97 129338.914062 +98 140873.531250 +99 149055.593750 +100 140873.531250 +101 149055.593750 +102 140873.531250 +103 140873.531250 +104 140873.531250 +105 140873.531250 +106 140873.531250 +107 140873.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ITBI,XGBoost,3.0444557666778564,"96 32606.474609 +97 69607.796875 +98 32639.230469 +99 55762.148438 +100 61604.371094 +101 57036.128906 +102 28717.142578 +103 34660.117188 +104 40337.105469 +105 53751.343750 +106 61604.371094 +107 33894.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,SES,1.2459921836853027,"96 532271.5000 +97 631149.1875 +98 627798.7500 +99 546093.2500 +100 642159.5000 +101 546486.1875 +102 546486.1875 +103 559470.1875 +104 546486.1875 +105 581590.0000 +106 529354.8750 +107 642159.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,SARIMAX,1.0381863117218018,"94 220160.421875 +95 80088.632812 +96 204707.640625 +97 212573.125000 +98 204707.640625 +99 80088.632812 +100 55064.519531 +101 52590.136719 +102 83929.843750 +103 45981.191406 +104 97091.140625 +105 220160.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,IPTU,SARIMAX,1.4275600910186768,"96 9.065113e+04 +97 4.554545e+05 +98 7.529962e+05 +99 1.316364e+06 +100 1.857814e+05 +101 3.015273e+05 +102 1.841569e+05 +103 1.716145e+05 +104 1.694157e+05 +105 8.369292e+04 +106 1.011691e+05 +107 1.015669e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ISS,SARIMAX,1.257155179977417,"96 700550.1250 +97 734168.7500 +98 680680.5625 +99 700550.1250 +100 696380.3125 +101 696380.3125 +102 696069.3125 +103 696069.3125 +104 729688.0000 +105 729688.0000 +106 734168.7500 +107 692330.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ITBI,HWES,1.1906602382659912,"96 249449.921875 +97 385533.187500 +98 386817.031250 +99 388883.375000 +100 388021.812500 +101 351356.625000 +102 387605.843750 +103 312437.156250 +104 312437.156250 +105 388021.812500 +106 245596.046875 +107 312437.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,HWES,2.9189646244049072,"96 2085638.875 +97 2302257.250 +98 1965208.625 +99 2302257.250 +100 1961236.125 +101 2289423.000 +102 2302257.250 +103 2062286.000 +104 2055631.000 +105 1998781.875 +106 1786563.500 +107 1959390.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,XGBoost,1.444761037826538,"96 2.381446e+06 +97 1.173454e+06 +98 1.619048e+06 +99 2.380006e+06 +100 1.619048e+06 +101 1.022416e+06 +102 8.073919e+05 +103 7.660204e+05 +104 6.501752e+05 +105 6.102615e+05 +106 6.102615e+05 +107 2.381446e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,IPTU,MLP,1.2683677673339844,"96 4.185187e+06 +97 4.230520e+06 +98 4.461891e+06 +99 4.776161e+06 +100 5.100880e+06 +101 5.378337e+06 +102 5.665902e+06 +103 5.915668e+06 +104 6.210793e+06 +105 6.535469e+06 +106 6.910262e+06 +107 7.172420e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ISS,MLP,1.2822229862213135,"96 1.823693e+06 +97 1.871087e+06 +98 1.910086e+06 +99 1.932600e+06 +100 1.988406e+06 +101 2.032251e+06 +102 2.076648e+06 +103 2.123998e+06 +104 2.156120e+06 +105 2.174329e+06 +106 2.217887e+06 +107 2.259955e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ITBI,SARIMAX,1.2182207107543945,"96 467314.25000 +97 463921.50000 +98 685500.50000 +99 464435.87500 +100 762881.18750 +101 474244.81250 +102 464435.87500 +103 769213.18750 +104 762881.18750 +105 768424.37500 +106 480148.90625 +107 762881.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,SES,1.022090196609497,"96 3422740.50 +97 3472133.50 +98 3777572.25 +99 3373083.00 +100 3796571.75 +101 3367324.00 +102 3367324.00 +103 3322119.00 +104 3367324.00 +105 3379046.25 +106 3418705.00 +107 3777572.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,SARIMAX,1.1544384956359863,"96 2.868738e+06 +97 1.809404e+06 +98 1.820157e+06 +99 3.069272e+06 +100 3.098440e+06 +101 1.869593e+06 +102 1.170377e+06 +103 1.084966e+06 +104 7.319989e+05 +105 6.273066e+05 +106 6.091648e+05 +107 2.868738e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,IPTU,XGBoost,2.8976049423217773,"93 5121.486816 +94 21982.890625 +95 16379.046875 +96 7017.898926 +97 3520.617676 +98 3481.042725 +99 3481.042725 +100 3481.042725 +101 3481.042725 +102 5065.026855 +103 4890.902344 +104 2304.131348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ISS,XGBoost,1.3480665683746338,"96 34435.777344 +97 24177.111328 +98 33948.988281 +99 34435.777344 +100 39269.570312 +101 34678.660156 +102 42168.320312 +103 27328.341797 +104 26465.740234 +105 27536.398438 +106 23586.945312 +107 27779.150391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,1.5050890445709229,"90 2404.843262 +91 2651.263916 +92 3536.828369 +93 2434.346191 +94 3536.007812 +95 5643.440430 +96 5309.645020 +97 7651.879395 +98 6623.132812 +99 14601.182617 +100 2196.670410 +101 1963.072144 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,HWES,1.1260812282562256,"96 458778.56250 +97 550466.62500 +98 530929.43750 +99 548510.75000 +100 534647.25000 +101 547146.06250 +102 547868.56250 +103 540434.43750 +104 507576.40625 +105 513060.18750 +106 520400.40625 +107 523227.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,AR,1.2923541069030762,"96 112068.039062 +97 74936.867188 +98 114966.914062 +99 98619.320312 +100 116679.859375 +101 138338.859375 +102 28740.824219 +103 17659.232422 +104 14710.478516 +105 19515.718750 +106 19960.824219 +107 66783.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,1.4136335849761963,"96 1.729262e+05 +97 6.801143e+05 +98 1.203647e+06 +99 4.933456e+05 +100 1.771813e+05 +101 2.610219e+05 +102 1.773136e+05 +103 1.762414e+05 +104 2.996668e+05 +105 2.597527e+05 +106 6.116611e+05 +107 1.937301e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,SARIMAX,1.0266005992889404,"96 477818.31250 +97 384346.31250 +98 477818.31250 +99 384137.40625 +100 383711.21875 +101 477818.31250 +102 383711.21875 +103 477818.31250 +104 490737.31250 +105 456049.28125 +106 397355.12500 +107 459442.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,SARIMAX,0.9414911270141602,"96 598159.5625 +97 598159.5625 +98 600500.5000 +99 598159.5625 +100 598159.5625 +101 596638.4375 +102 598159.5625 +103 598159.5625 +104 598159.5625 +105 598159.5625 +106 598159.5625 +107 600500.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,XGBoost,1.5301666259765625,"96 2815894.25 +97 2804835.00 +98 2804835.00 +99 2804835.00 +100 2849144.50 +101 2893074.00 +102 2804835.00 +103 2795283.75 +104 2804835.00 +105 2769042.25 +106 2768429.50 +107 2775141.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,SARIMAX,1.2239658832550049,"96 1.674840e+06 +97 9.493572e+05 +98 9.472279e+05 +99 1.672049e+06 +100 1.672441e+06 +101 8.856579e+05 +102 8.344242e+05 +103 1.089295e+06 +104 1.100320e+06 +105 1.100012e+06 +106 1.099932e+06 +107 1.672049e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,IPTU,HWES,2.0449981689453125,"93 6158.899414 +94 6158.899414 +95 118727.812500 +96 118727.812500 +97 68881.062500 +98 68881.062500 +99 27093.203125 +100 27093.203125 +101 69159.617188 +102 68697.750000 +103 69383.375000 +104 69176.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ISS,Prophet,3.097588062286377,"96 12138.635742 +97 12104.463867 +98 13061.085938 +99 13753.721680 +100 23319.982422 +101 29843.621094 +102 30805.845703 +103 30888.031250 +104 12804.044922 +105 12690.134766 +106 12477.168945 +107 12477.168945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ITBI,XGBoost,2.9781434535980225,"87 3285.503174 +88 6383.224609 +89 3452.260498 +90 2429.292969 +91 5052.742188 +92 3441.126709 +93 7113.177246 +94 8383.794922 +95 393.842438 +96 -706.041687 +97 -1316.876099 +98 -512.960815 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,SARIMAX,0.9928340911865234,"96 262440.031250 +97 349515.906250 +98 350425.218750 +99 339061.156250 +100 320242.687500 +101 339224.875000 +102 306614.312500 +103 317069.000000 +104 253665.484375 +105 264557.593750 +106 296923.031250 +107 320087.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,SARIMAX,1.0728304386138916,"96 140121.484375 +97 51341.894531 +98 67249.609375 +99 140149.796875 +100 135842.046875 +101 51341.894531 +102 34321.699219 +103 36606.027344 +104 32325.201172 +105 37751.109375 +106 34333.000000 +107 140121.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,IPTU,SES,1.7687184810638428,"80 48820.820312 +81 47676.765625 +82 45357.140625 +83 45047.039062 +84 44405.511719 +85 44405.511719 +86 45268.988281 +87 44405.511719 +88 44405.511719 +89 44405.511719 +90 44405.511719 +91 44405.511719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,0.9381325244903564,"80 131590.421875 +81 128286.375000 +82 93112.109375 +83 131590.421875 +84 131590.421875 +85 131590.421875 +86 146828.546875 +87 128286.375000 +88 131590.421875 +89 131590.421875 +90 128286.375000 +91 128286.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ITBI,AR,0.9276025295257568,"80 257349.093750 +81 256928.140625 +82 257463.203125 +83 256980.203125 +84 257463.203125 +85 256928.140625 +86 256928.140625 +87 257288.562500 +88 257572.265625 +89 255425.828125 +90 255996.500000 +91 255138.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,SARIMAX,0.9542100429534912,"77 1424713.5 +78 4264854.5 +79 4256873.5 +80 4264854.5 +81 4260086.5 +82 4260603.5 +83 4266529.0 +84 4264854.5 +85 4256873.5 +86 4264854.5 +87 4265799.0 +88 4264792.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.617802381515503,"74 690425.06250 +75 702358.81250 +76 284467.87500 +77 704532.18750 +78 702358.81250 +79 696986.37500 +80 280076.40625 +81 700572.50000 +82 280076.40625 +83 284467.87500 +84 284467.87500 +85 700572.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,SES,1.7678611278533936,"70 24522.128906 +71 23917.423828 +72 7946.203125 +73 6375.872559 +74 7946.203125 +75 23329.621094 +76 12503.092773 +77 4660.924316 +78 9505.303711 +79 6114.361328 +80 6114.361328 +81 6114.361328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,MLP,0.9959394931793213,"76 152993.871355 +77 175176.493225 +78 194609.044014 +79 207390.123736 +80 211354.786214 +81 220355.508523 +82 270345.433470 +83 305983.789549 +84 352347.546575 +85 401479.768182 +86 394320.266697 +87 455944.673932 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,AR,1.458677053451538,"70 7023.663086 +71 16788.085938 +72 9299.199219 +73 9435.923828 +74 7511.376953 +75 3601.215332 +76 7543.149414 +77 3601.215332 +78 3601.215332 +79 15120.184570 +80 3601.215332 +81 7400.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,MLP,0.8971295356750488,"76 602986.801621 +77 765587.243361 +78 701106.428289 +79 726012.309929 +80 742911.400920 +81 723299.360111 +82 738854.065853 +83 756267.562383 +84 766777.381830 +85 784262.900010 +86 804486.446774 +87 846567.861883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,AR,0.8415470123291016,"70 191008.437500 +71 190283.734375 +72 201608.484375 +73 186348.156250 +74 255594.406250 +75 156743.687500 +76 190283.734375 +77 165797.500000 +78 201608.484375 +79 133318.296875 +80 133318.296875 +81 190283.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,IPTU,SARIMAX,1.1497395038604736,"87 7939.738770 +88 8044.610352 +89 8044.693359 +90 8044.693359 +91 7931.926758 +92 4611.425293 +93 4611.425293 +94 26669.884766 +95 12045.320312 +96 29964.892578 +97 13469.706055 +98 7652.306152 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ISS,MLP,1.2113239765167236,"96 52083.233443 +97 59719.974496 +98 67534.065479 +99 77618.402793 +100 87155.727599 +101 100930.414116 +102 112411.166136 +103 127883.480137 +104 148509.849822 +105 164414.713450 +106 181263.582501 +107 200360.922329 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ITBI,SARIMAX,1.0604851245880127,"92 93884.937500 +93 40445.253906 +94 35535.230469 +95 41893.777344 +96 41246.316406 +97 166837.375000 +98 41246.316406 +99 41246.316406 +100 41246.316406 +101 41246.316406 +102 41246.316406 +103 41246.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,SARIMAX,2.1177260875701904,"96 519286.31250 +97 493727.56250 +98 534260.31250 +99 534260.31250 +100 535947.31250 +101 534584.00000 +102 534260.31250 +103 534260.31250 +104 540631.18750 +105 421063.53125 +106 423619.43750 +107 534260.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,SARIMAX,0.9846837520599365,"96 220146.218750 +97 219853.750000 +98 220070.937500 +99 220070.937500 +100 220146.218750 +101 196324.625000 +102 196045.687500 +103 196278.500000 +104 196278.500000 +105 196377.421875 +106 196073.593750 +107 220070.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,IPTU,XGBoost,3.2113826274871826,"92 6407.191406 +93 6678.813477 +94 26368.943359 +95 28215.839844 +96 30855.892578 +97 11422.092773 +98 11422.092773 +99 6767.098145 +100 9782.457031 +101 12684.208984 +102 18307.443359 +103 11057.526367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ISS,MLP,1.7942619323730469,"92 98257.367824 +93 102036.748337 +94 109016.987284 +95 109803.495623 +96 115780.918803 +97 114247.230567 +98 120997.135053 +99 116108.623584 +100 122080.432259 +101 129278.016837 +102 133992.046570 +103 142455.963189 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ITBI,SES,1.7817490100860596,"92 46855.878906 +93 42498.894531 +94 46715.750000 +95 43370.558594 +96 47414.570312 +97 46855.878906 +98 41707.625000 +99 47414.570312 +100 48347.902344 +101 47414.570312 +102 46715.750000 +103 47414.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,XGBoost,1.0746328830718994,"92 729165.2500 +93 786340.7500 +94 784029.1875 +95 784556.7500 +96 893262.3125 +97 691244.1250 +98 895046.3750 +99 785249.6875 +100 606644.1875 +101 737535.5625 +102 829354.3750 +103 782938.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,AR,1.4526724815368652,"92 314807.656250 +93 226525.187500 +94 297564.156250 +95 313461.906250 +96 313461.906250 +97 226525.187500 +98 227543.890625 +99 227543.890625 +100 227943.906250 +101 209879.265625 +102 209790.218750 +103 314807.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,IPTU,XGBoost,1.2826504707336426,"96 7285.186523 +97 7460.878418 +98 88401.132812 +99 517284.968750 +100 112071.414062 +101 112071.414062 +102 59460.871094 +103 3211.876953 +104 4893.098145 +105 3141.597412 +106 1372.985596 +107 812.763306 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ISS,SARIMAX,1.0446698665618896,"96 327099.09375 +97 327099.09375 +98 321372.81250 +99 321372.81250 +100 327099.09375 +101 327099.09375 +102 327184.43750 +103 327099.09375 +104 327184.43750 +105 327184.43750 +106 327184.43750 +107 327184.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ITBI,XGBoost,1.2682456970214844,"96 56456.714844 +97 101276.546875 +98 71353.500000 +99 68056.765625 +100 61898.000000 +101 66035.382812 +102 62358.394531 +103 86304.156250 +104 86304.156250 +105 97425.750000 +106 62781.960938 +107 97801.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,SARIMAX,1.0758166313171387,"96 1349561.375 +97 1380450.000 +98 1404816.875 +99 1406585.875 +100 1404816.875 +101 1406585.875 +102 1371492.750 +103 1380450.000 +104 1390087.000 +105 1390087.000 +106 1382926.250 +107 1416319.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,0.975703239440918,"96 1.025749e+06 +97 4.541925e+05 +98 5.297194e+05 +99 7.890459e+05 +100 7.040384e+05 +101 6.062000e+05 +102 6.530392e+05 +103 7.562290e+05 +104 8.409357e+05 +105 9.448107e+05 +106 1.081254e+06 +107 2.435901e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,IPTU,AR,1.2636175155639648,"70 11608.216797 +71 11608.216797 +72 11748.749023 +73 11875.017578 +74 13404.530273 +75 69168.898438 +76 11545.459961 +77 11545.459961 +78 11521.685547 +79 11090.880859 +80 11036.798828 +81 13404.530273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ISS,SARIMAX,1.2423064708709717,"72 20224.328125 +73 20134.085938 +74 20193.447266 +75 20091.585938 +76 20890.724609 +77 20193.447266 +78 20193.447266 +79 20193.447266 +80 20205.912109 +81 20205.912109 +82 20193.447266 +83 20366.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ITBI,XGBoost,1.3308415412902832,"67 36354.488281 +68 36354.488281 +69 36354.488281 +70 36354.488281 +71 36354.488281 +72 36354.488281 +73 36354.488281 +74 36354.488281 +75 36354.488281 +76 36354.488281 +77 36354.488281 +78 36354.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,XGBoost,1.0141935348510742,"72 295831.00000 +73 307703.96875 +74 306356.34375 +75 295831.00000 +76 319927.46875 +77 303659.59375 +78 303659.59375 +79 307703.96875 +80 294369.00000 +81 293175.34375 +82 297197.68750 +83 293732.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,XGBoost,0.9189882278442383,"67 56226.359375 +68 54893.660156 +69 56216.074219 +70 55845.074219 +71 56246.128906 +72 54893.660156 +73 54930.519531 +74 54893.660156 +75 54930.519531 +76 54930.519531 +77 54930.519531 +78 57514.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,IPTU,AR,2.1387276649475098,"94 50670.683594 +95 55633.894531 +96 105559.742188 +97 55633.894531 +98 55633.894531 +99 50670.683594 +100 228625.765625 +101 420460.250000 +102 94995.187500 +103 94995.187500 +104 99245.851562 +105 90782.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ISS,SARIMAX,1.4242920875549316,"96 101545.351562 +97 60797.097656 +98 94597.312500 +99 100406.242188 +100 100406.242188 +101 100210.289062 +102 100406.242188 +103 100406.242188 +104 100406.242188 +105 100468.562500 +106 100305.039062 +107 100210.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ITBI,SARIMAX,0.9004874229431152,"96 35835.160156 +97 35407.425781 +98 36779.984375 +99 39201.328125 +100 37965.160156 +101 37398.253906 +102 37994.773438 +103 36709.234375 +104 34639.785156 +105 37427.871094 +106 37427.871094 +107 36281.503906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,SES,1.4339609146118164,"96 823473.7500 +97 834430.1250 +98 913530.0625 +99 815781.6250 +100 900000.1250 +101 814566.3125 +102 815557.6250 +103 834206.0625 +104 817558.8750 +105 823249.7500 +106 799006.2500 +107 913530.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,MLP,1.136420726776123,"96 3.906174e+05 +97 2.366264e+05 +98 2.905703e+05 +99 4.181608e+05 +100 3.794629e+05 +101 3.079917e+05 +102 3.291953e+05 +103 3.788212e+05 +104 4.171580e+05 +105 4.823121e+05 +106 5.693830e+05 +107 1.114042e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,0.9722509384155273,"94 13772.353516 +95 11469.887695 +96 48936.570312 +97 51453.636719 +98 13423.598633 +99 26948.220703 +100 26948.220703 +101 20171.355469 +102 20171.355469 +103 26948.220703 +104 13791.707031 +105 24270.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ISS,HWES,1.3078124523162842,"96 92921.789062 +97 79932.554688 +98 81848.500000 +99 69060.257812 +100 83905.484375 +101 86389.976562 +102 83664.820312 +103 83664.820312 +104 83664.820312 +105 63007.218750 +106 86320.968750 +107 62569.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ITBI,SES,2.614384174346924,"95 23528.244141 +96 23528.244141 +97 22966.570312 +98 16983.550781 +99 17015.826172 +100 16718.617188 +101 16500.419922 +102 15698.767578 +103 20077.453125 +104 16718.617188 +105 15314.077148 +106 16500.419922 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,XGBoost,1.1662611961364746,"96 598193.7500 +97 669842.2500 +98 655032.5000 +99 657532.5000 +100 655759.8125 +101 657532.5000 +102 642722.6875 +103 655032.5000 +104 642722.6875 +105 642722.6875 +106 563627.2500 +107 661418.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,HWES,0.9126825332641602,"96 142909.328125 +97 52858.527344 +98 91052.085938 +99 142829.031250 +100 148603.687500 +101 44260.511719 +102 48338.425781 +103 15992.904297 +104 14181.628906 +105 14181.628906 +106 11807.611328 +107 142909.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,IPTU,MLP,1.037635087966919,"94 109524.019603 +95 138086.749071 +96 162222.820192 +97 196264.431543 +98 245541.352476 +99 297675.880789 +100 370881.754311 +101 690086.541330 +102 582682.588101 +103 658279.401815 +104 751786.855691 +105 925723.930510 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ISS,MLP,1.0850319862365723,"96 95526.212414 +97 101402.294031 +98 108377.115705 +99 115030.075351 +100 117434.905390 +101 120735.009277 +102 127830.762038 +103 135775.974466 +104 144213.416333 +105 151132.190321 +106 157823.125841 +107 149522.046092 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ITBI,HWES,1.113175630569458,"96 201877.812500 +97 201890.750000 +98 210557.609375 +99 210867.890625 +100 205712.140625 +101 210342.078125 +102 205712.140625 +103 205712.140625 +104 205103.031250 +105 210557.609375 +106 201192.062500 +107 205712.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,SES,1.147829532623291,"96 9.514301e+05 +97 1.006376e+06 +98 1.084431e+06 +99 1.015639e+06 +100 1.092534e+06 +101 1.015639e+06 +102 1.015639e+06 +103 9.566461e+05 +104 1.015639e+06 +105 9.736190e+05 +106 9.941306e+05 +107 1.066732e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,XGBoost,1.4066495895385742,"96 408602.125000 +97 159781.640625 +98 159781.640625 +99 408508.593750 +100 408508.593750 +101 112063.398438 +102 107907.132812 +103 408508.593750 +104 76845.679688 +105 57315.175781 +106 57006.355469 +107 408602.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,SARIMAX,2.9525420665740967,"95 7763.776855 +96 12509.764648 +97 11855.273438 +98 14472.696289 +99 14493.272461 +100 8323.184570 +101 8187.241699 +102 8456.297852 +103 8567.280273 +104 8463.737305 +105 8456.297852 +106 8806.422852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,SARIMAX,2.148219347000122,"96 58280.070312 +97 59002.683594 +98 65172.808594 +99 66583.234375 +100 66583.234375 +101 54092.324219 +102 59941.558594 +103 63656.769531 +104 63055.777344 +105 61466.089844 +106 62188.335938 +107 63656.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,AR,1.056178331375122,"94 19731.683594 +95 15858.052734 +96 15627.973633 +97 15627.973633 +98 15484.193359 +99 19339.494141 +100 15484.193359 +101 15524.657227 +102 15524.657227 +103 20358.568359 +104 6218.466309 +105 1336.545898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,XGBoost,1.0933845043182373,"96 553862.4375 +97 589061.5000 +98 646946.9375 +99 561512.6875 +100 650829.8125 +101 572933.0000 +102 566890.9375 +103 589061.5000 +104 561512.6875 +105 561219.9375 +106 576062.9375 +107 646946.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,XGBoost,6.065202951431274,"96 56629.738281 +97 22867.726562 +98 22867.726562 +99 56629.738281 +100 44844.632812 +101 22867.726562 +102 20352.250000 +103 21894.986328 +104 7170.907227 +105 11652.029297 +106 5775.470703 +107 51011.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,SES,2.0257627964019775,"71 4630.553223 +72 8203.288086 +73 15084.628906 +74 2962.111816 +75 12900.457031 +76 7266.769043 +77 7266.769043 +78 7266.769043 +79 3050.238037 +80 3414.477051 +81 3414.477051 +82 24725.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,MLP,2.620985746383667,"77 59737.502534 +78 61195.199591 +79 63289.352901 +80 67165.207272 +81 72156.062677 +82 76647.357387 +83 82690.397846 +84 88941.267508 +85 96681.575086 +86 103860.836033 +87 111804.581126 +88 120736.583350 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,SES,0.9445371627807617,"77 25642.160156 +78 24016.568359 +79 29449.630859 +80 29449.630859 +81 22399.630859 +82 22415.550781 +83 28917.050781 +84 19892.279297 +85 79052.195312 +86 28703.757812 +87 23658.652344 +88 23658.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,Prophet,0.9490385055541992,"77 647415.5000 +78 837484.3750 +79 837484.3750 +80 837484.3750 +81 841449.5625 +82 837484.3750 +83 837484.3750 +84 771321.0625 +85 771321.0625 +86 771321.0625 +87 771321.0625 +88 771321.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,XGBoost,0.9957280158996582,"77 330555.937500 +78 125261.210938 +79 196826.437500 +80 191929.875000 +81 135231.875000 +82 143288.765625 +83 143665.656250 +84 143974.531250 +85 144237.093750 +86 143974.531250 +87 140022.531250 +88 74452.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,IPTU,SARIMAX,1.0285227298736572,"86 18466.015625 +87 48809.281250 +88 50268.929688 +89 50209.457031 +90 50199.953125 +91 50247.167969 +92 50209.457031 +93 50268.929688 +94 50435.152344 +95 48608.914062 +96 50442.976562 +97 50307.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ISS,MLP,2.371894359588623,"96 4.026632e+04 +97 5.625937e+04 +98 7.430203e+04 +99 1.007071e+05 +100 1.363840e+05 +101 1.831035e+05 +102 2.517595e+05 +103 3.523794e+05 +104 4.335809e+05 +105 5.861992e+05 +106 7.959477e+05 +107 1.087551e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ITBI,MLP,1.0321884155273438,"91 53846.462085 +92 66616.705078 +93 75471.637261 +94 92249.448229 +95 108518.550911 +96 118869.466372 +97 139014.291783 +98 166009.537390 +99 198726.013410 +100 244483.415128 +101 269868.430934 +102 326544.999644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,XGBoost,1.3513741493225098,"95 385860.78125 +96 415057.84375 +97 393320.53125 +98 393320.53125 +99 424475.53125 +100 432378.78125 +101 393320.53125 +102 432378.78125 +103 393320.53125 +104 369099.37500 +105 369283.15625 +106 447666.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,MLP,0.868255615234375,"56 124285.631699 +57 141009.684677 +58 157084.021741 +59 184561.186714 +60 216491.759375 +61 269273.838131 +62 303557.562387 +63 382544.230595 +64 445945.293050 +65 480999.177894 +66 582711.620707 +67 721318.484705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,IPTU,AR,1.3249785900115967,"96 20728.576172 +97 14767.086914 +98 131028.875000 +99 15461.868164 +100 24380.037109 +101 23217.605469 +102 12248.196289 +103 7976.231445 +104 20346.433594 +105 7877.856445 +106 2512.132568 +107 13838.344727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ISS,MLP,1.6905865669250488,"96 21849.597745 +97 23164.076233 +98 23959.660532 +99 24308.867001 +100 24726.435376 +101 25410.789415 +102 26333.674686 +103 26478.162818 +104 27788.349024 +105 28740.556941 +106 29780.876864 +107 30147.338055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ITBI,XGBoost,3.8304665088653564,"95 8704.873047 +96 10702.061523 +97 7459.129883 +98 7418.901367 +99 7646.094727 +100 7879.135254 +101 7611.990234 +102 7687.662598 +103 13779.337891 +104 7115.048828 +105 9790.336914 +106 6775.573242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,SARIMAX,1.5437397956848145,"96 460958.62500 +97 540363.43750 +98 547348.62500 +99 473700.53125 +100 547348.62500 +101 470631.40625 +102 470631.40625 +103 540363.43750 +104 475553.46875 +105 478534.62500 +106 476192.71875 +107 547348.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,SARIMAX,1.143172264099121,"95 242770.375000 +96 109497.882812 +97 121253.289062 +98 242770.375000 +99 200586.625000 +100 79460.476562 +101 63217.828125 +102 56663.343750 +103 55132.683594 +104 55132.683594 +105 55132.683594 +106 242770.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,IPTU,SARIMAX,1.3473916053771973,"93 21005.089844 +94 6221.584961 +95 9457.416992 +96 6288.789062 +97 -2059.657471 +98 -3691.392578 +99 -1976.942871 +100 536.886597 +101 -2176.409668 +102 536.886597 +103 -1516.197632 +104 970.913452 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ISS,XGBoost,1.0422515869140625,"96 10305.653320 +97 10309.740234 +98 9054.534180 +99 9226.338867 +100 9578.911133 +101 9835.537109 +102 9054.534180 +103 9632.244141 +104 11032.738281 +105 9632.244141 +106 10368.168945 +107 9578.911133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ITBI,SES,2.6101510524749756,"95 7618.183105 +96 8490.105469 +97 8269.753906 +98 5376.969727 +99 14824.100586 +100 20327.820312 +101 20327.820312 +102 7519.812500 +103 6891.502930 +104 11249.214844 +105 7003.287109 +106 7128.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,SES,2.1398191452026367,"96 519089.09375 +97 548282.68750 +98 552630.50000 +99 565138.12500 +100 555257.56250 +101 583413.87500 +102 569601.06250 +103 552662.75000 +104 487529.40625 +105 492352.96875 +106 493646.43750 +107 552547.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,MLP,1.0967185497283936,"96 205641.267772 +97 95250.524519 +98 131831.691630 +99 189498.694676 +100 133473.255978 +101 133564.562532 +102 134870.339113 +103 143214.790441 +104 155288.741495 +105 173055.208606 +106 196676.988896 +107 424251.614465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,IPTU,SARIMAX,1.3814868927001953,"91 2827.996582 +92 2706.044434 +93 3531.260498 +94 3855.860107 +95 3906.342773 +96 3290.050049 +97 3836.998535 +98 5688.159668 +99 2535.108887 +100 2997.710693 +101 2715.481445 +102 2835.723389 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ISS,SARIMAX,1.206068992614746,"96 172261.062500 +97 177077.640625 +98 174320.375000 +99 174746.656250 +100 144398.906250 +101 174764.953125 +102 144398.906250 +103 177633.578125 +104 172936.359375 +105 177633.578125 +106 143029.375000 +107 144398.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ITBI,XGBoost,0.9153001308441162,"87 10396.207031 +88 13377.311523 +89 22417.640625 +90 14942.145508 +91 19046.539062 +92 18958.996094 +93 17505.558594 +94 15739.069336 +95 16134.831055 +96 15645.167969 +97 10320.378906 +98 14961.832031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,SARIMAX,0.9643311500549316,"96 365112.78125 +97 470656.06250 +98 417327.40625 +99 337175.03125 +100 418815.50000 +101 336811.71875 +102 339179.84375 +103 384549.68750 +104 339179.84375 +105 340279.62500 +106 339486.12500 +107 432068.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,XGBoost,1.2791202068328857,"96 98049.773438 +97 74291.078125 +98 87465.812500 +99 96640.890625 +100 87292.328125 +101 72672.875000 +102 72672.875000 +103 72672.875000 +104 71080.109375 +105 72036.804688 +106 72036.804688 +107 174112.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,IPTU,SARIMAX,1.9976108074188232,"80 16113.102539 +81 20590.535156 +82 101934.171875 +83 101934.171875 +84 244301.546875 +85 339547.656250 +86 80537.453125 +87 79318.343750 +88 21683.095703 +89 21769.861328 +90 20210.673828 +91 21769.861328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ISS,MLP,2.0989818572998047,"84 281945.072654 +85 290966.880009 +86 298682.631300 +87 306772.919110 +88 312734.249298 +89 315820.624660 +90 324514.133307 +91 333623.311088 +92 339088.201870 +93 345988.307133 +94 353875.285482 +95 357455.283772 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ITBI,SARIMAX,1.2944424152374268,"84 27822.628906 +85 39757.671875 +86 37981.367188 +87 39757.671875 +88 38189.136719 +89 56116.433594 +90 38189.136719 +91 67123.531250 +92 39757.671875 +93 35001.253906 +94 35218.992188 +95 35218.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,SARIMAX,1.2340123653411865,"84 3522539.75 +85 4267875.50 +86 4284472.00 +87 4264691.50 +88 4179573.00 +89 3909496.50 +90 4264691.50 +91 4263394.50 +92 3909496.50 +93 3909496.50 +94 3910376.50 +95 4276137.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,AR,0.993302583694458,"84 424981.312500 +85 138827.578125 +86 201452.156250 +87 305170.781250 +88 201452.156250 +89 140028.625000 +90 87132.429688 +91 80462.218750 +92 75805.171875 +93 75805.171875 +94 71969.867188 +95 424981.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,IPTU,Prophet,1.1777667999267578,"66 1594.409668 +67 1463.977295 +68 2902.576904 +69 2300.203857 +70 1506.541382 +71 1506.541382 +72 1506.541382 +73 12114.432617 +74 1624.844116 +75 2913.123291 +76 771.180481 +77 771.180481 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ISS,SARIMAX,0.9952297210693359,"84 22513.738281 +85 17934.759766 +86 22513.738281 +87 21240.021484 +88 21240.021484 +89 21240.021484 +90 21240.021484 +91 21240.021484 +92 21240.021484 +93 21240.021484 +94 18646.945312 +95 21240.021484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ITBI,Prophet,2.2595055103302,"83 18834.662109 +84 12127.379883 +85 8142.497559 +86 14029.931641 +87 12127.379883 +88 7818.712402 +89 33167.921875 +90 16179.025391 +91 12652.153320 +92 17881.880859 +93 24040.554688 +94 12317.587891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,SARIMAX,1.8935303688049316,"84 429279.56250 +85 457519.46875 +86 467604.71875 +87 457519.46875 +88 459496.62500 +89 468956.87500 +90 476855.00000 +91 459496.62500 +92 478832.12500 +93 478832.12500 +94 435218.65625 +95 480454.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,XGBoost,1.4171361923217773,"81 58332.878906 +82 33669.906250 +83 33913.253906 +84 60082.113281 +85 33883.625000 +86 19556.662109 +87 19556.662109 +88 14510.799805 +89 15435.969727 +90 15910.882812 +91 15764.632812 +92 33813.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,IPTU,HWES,1.0411536693572998,"74 21579.488281 +75 30781.037109 +76 124312.875000 +77 219062.562500 +78 101960.898438 +79 80290.882812 +80 97820.875000 +81 97820.875000 +82 3778.770996 +83 12247.858398 +84 13161.785156 +85 -1625.993286 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ISS,XGBoost,1.0267982482910156,"84 63366.542969 +85 85652.320312 +86 89437.156250 +87 86409.671875 +88 85386.921875 +89 87523.507812 +90 89742.476562 +91 87925.093750 +92 80349.031250 +93 86204.031250 +94 81861.109375 +95 81861.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ITBI,XGBoost,1.1724944114685059,"84 75790.351562 +85 69025.320312 +86 68979.437500 +87 68979.437500 +88 67205.414062 +89 70948.046875 +90 70948.046875 +91 71068.343750 +92 72998.937500 +93 72990.007812 +94 74475.664062 +95 73461.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,SARIMAX,2.9920318126678467,"84 597546.8125 +85 741625.6250 +86 741536.5625 +87 727940.0625 +88 705824.9375 +89 756609.3750 +90 727563.0625 +91 699812.5000 +92 685750.0000 +93 685750.0000 +94 683732.5625 +95 699775.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,MLP,1.1434009075164795,"84 295510.712308 +85 178436.375878 +86 220098.097393 +87 355828.216950 +88 301043.351798 +89 180249.728952 +90 194849.015025 +91 191836.841794 +92 201477.722241 +93 212270.156493 +94 238920.153802 +95 633136.576283 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,Prophet,1.737579584121704,"74 3460.400879 +75 3455.271484 +76 3335.101074 +77 3449.106689 +78 16520.019531 +79 16441.617188 +80 8655.252930 +81 8655.252930 +82 16441.617188 +83 8655.252930 +84 8655.252930 +85 8655.252930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,MLP,1.0062196254730225,"83 53949.056378 +84 56602.281609 +85 58879.524478 +86 59614.965064 +87 60781.789145 +88 62507.334136 +89 63634.064776 +90 66065.196213 +91 69021.585164 +92 72298.304464 +93 75889.513829 +94 79793.553065 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,AR,1.7837586402893066,"72 5957.487793 +73 6025.979492 +74 5082.358887 +75 6170.354004 +76 5076.711914 +77 4164.070801 +78 875.302673 +79 4441.038574 +80 4813.635742 +81 4840.427246 +82 4441.038574 +83 4441.038574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,Prophet,2.5023579597473145,"83 246368.53125 +84 239053.78125 +85 246755.18750 +86 255056.96875 +87 283876.84375 +88 245274.81250 +89 245274.81250 +90 268286.46875 +91 245274.81250 +92 245274.81250 +93 244496.34375 +94 275987.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,MLP,1.3019962310791016,"82 71468.927715 +83 44725.556120 +84 50976.056536 +85 73220.524616 +86 70852.885420 +87 51119.182194 +88 45822.846675 +89 49250.005158 +90 46389.543270 +91 51847.652157 +92 55909.127195 +93 110313.572745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,1.307903528213501,"69 -137.496445 +70 379.011261 +71 42043.007812 +72 8024.053223 +73 2853.707520 +74 1010.736267 +75 597.910400 +76 566.550720 +77 581.539551 +78 514.007263 +79 118.524994 +80 514.007263 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ISS,MLP,1.4056000709533691,"84 7178.581311 +85 7556.466231 +86 7754.571055 +87 7933.872931 +88 8217.439559 +89 8607.061622 +90 8949.619625 +91 9229.458528 +92 9742.714950 +93 10121.455597 +94 10395.608816 +95 10744.950959 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ITBI,MLP,1.3681652545928955,"65 9560.290681 +66 13495.873404 +67 8459.498170 +68 10886.879224 +69 10381.544283 +70 10519.964563 +71 14687.823609 +72 10186.978723 +73 11575.768398 +74 13960.803505 +75 14465.314866 +76 16446.478541 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,XGBoost,1.095005750656128,"84 217153.406250 +85 274809.375000 +86 274869.750000 +87 274757.000000 +88 269025.656250 +89 280035.968750 +90 268912.906250 +91 266104.562500 +92 272510.156250 +93 272510.156250 +94 245852.140625 +95 271293.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,XGBoost,1.1211376190185547,"81 51364.359375 +82 51364.359375 +83 50885.761719 +84 51222.585938 +85 51043.382812 +86 51123.457031 +87 51127.609375 +88 58595.160156 +89 51127.609375 +90 58520.242188 +91 58616.308594 +92 51282.597656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,IPTU,AR,0.9510221481323242,"74 144690.484375 +75 25749.390625 +76 23205.376953 +77 353739.812500 +78 24082.933594 +79 24082.933594 +80 17491.498047 +81 13913.069336 +82 16103.856445 +83 4749.650391 +84 -122.056320 +85 10077.500977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ISS,MLP,3.138134479522705,"76 92679.436381 +77 94910.856706 +78 99828.822964 +79 104590.946059 +80 110339.387073 +81 115680.403303 +82 120425.220330 +83 124204.971610 +84 130073.408726 +85 136014.553441 +86 141628.168347 +87 144666.005423 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ITBI,MLP,2.1336231231689453,"66 64500.703731 +67 70413.722809 +68 81573.331778 +69 94106.636356 +70 106406.885565 +71 126677.701427 +72 120949.473876 +73 140422.243221 +74 153777.925046 +75 178965.564026 +76 208157.896306 +77 238674.341716 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,XGBoost,2.056291103363037,"76 805991.2500 +77 854716.9375 +78 874634.0000 +79 867486.1875 +80 841000.1250 +81 867486.1875 +82 867486.1875 +83 854716.9375 +84 819756.7500 +85 821666.0000 +86 815490.3750 +87 816329.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,SARIMAX,0.9082424640655518,"76 529654.562500 +77 84602.828125 +78 87245.789062 +79 517271.250000 +80 87245.789062 +81 68685.781250 +82 68523.593750 +83 68556.390625 +84 66936.164062 +85 68128.710938 +86 68128.710938 +87 529654.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,IPTU,SARIMAX,1.0774097442626953,"75 38639.160156 +76 4964.673340 +77 83748.898438 +78 83748.898438 +79 9408.083008 +80 8380.157227 +81 8380.157227 +82 6069.743164 +83 4793.739746 +84 4945.336914 +85 5098.761719 +86 4793.739746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ISS,HWES,2.6664955615997314,"76 8953.827148 +77 8032.321777 +78 16379.633789 +79 17759.970703 +80 15999.542969 +81 12628.510742 +82 40634.550781 +83 33856.781250 +84 26625.351562 +85 21208.888672 +86 20273.810547 +87 21208.888672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ITBI,Prophet,1.6003050804138184,"71 8541.225586 +72 6340.062012 +73 8983.240234 +74 5896.629883 +75 15619.207031 +76 21197.703125 +77 5896.629883 +78 15440.360352 +79 13043.851562 +80 9660.604492 +81 10638.020508 +82 14618.741211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,SES,1.163792371749878,"75 546422.12500 +76 357729.46875 +77 571915.18750 +78 363465.84375 +79 384077.84375 +80 363370.50000 +81 363370.50000 +82 557769.56250 +83 375723.81250 +84 375723.81250 +85 326214.90625 +86 394051.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,XGBoost,1.015991449356079,"63 125981.804688 +64 125849.828125 +65 125585.906250 +66 125734.148438 +67 125734.148438 +68 125849.828125 +69 125585.906250 +70 125887.460938 +71 125887.460938 +72 125887.460938 +73 125981.804688 +74 125967.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,IPTU,SES,1.4587688446044922,"71 10334.127930 +72 7455.995605 +73 34376.953125 +74 61797.265625 +75 61797.265625 +76 61788.718750 +77 61788.718750 +78 61828.386719 +79 61788.718750 +80 61828.386719 +81 61797.265625 +82 61809.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ISS,MLP,1.548168659210205,"75 12795.867775 +76 13291.593904 +77 13651.768195 +78 13816.556853 +79 13858.172853 +80 14120.946447 +81 14864.153729 +82 15745.506590 +83 16505.204141 +84 17187.138463 +85 17977.546436 +86 18730.922300 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ITBI,Prophet,1.5039973258972168,"67 9419.066406 +68 9470.320312 +69 9419.066406 +70 18155.843750 +71 14618.753906 +72 18155.843750 +73 14618.753906 +74 9518.410156 +75 14040.280273 +76 5874.016113 +77 5692.893066 +78 5530.026855 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,SES,0.9671123027801514,"75 244410.765625 +76 319891.125000 +77 304697.531250 +78 306103.187500 +79 305700.875000 +80 306103.187500 +81 306103.187500 +82 319891.125000 +83 290909.531250 +84 290909.531250 +85 290909.531250 +86 304697.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,SARIMAX,1.405249834060669,"74 49411.550781 +75 33106.207031 +76 41947.292969 +77 49411.550781 +78 49411.550781 +79 41947.292969 +80 33106.207031 +81 7360.635254 +82 7497.853516 +83 7510.053711 +84 7497.853516 +85 49411.550781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,IPTU,HWES,1.2129106521606445,"84 8503.380859 +85 8514.158203 +86 9882.813477 +87 8938.057617 +88 94121.046875 +89 100462.304688 +90 8704.666016 +91 25580.283203 +92 10366.636719 +93 10433.402344 +94 10433.402344 +95 9075.495117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ISS,MLP,0.9582064151763916,"84 387173.063500 +85 414204.148276 +86 429004.141723 +87 471497.025419 +88 503847.705020 +89 522766.243475 +90 567529.385269 +91 558784.809161 +92 589513.904033 +93 630070.439313 +94 652219.012997 +95 707258.211518 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ITBI,SARIMAX,1.1042375564575195,"82 255362.968750 +83 26145.804688 +84 333265.500000 +85 202316.234375 +86 10441.513672 +87 25499.804688 +88 255362.968750 +89 255362.968750 +90 21490.865234 +91 211211.984375 +92 58942.914062 +93 100669.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,SARIMAX,2.6246140003204346,"84 705757.1250 +85 838596.3125 +86 841572.2500 +87 838226.9375 +88 851619.9375 +89 838226.9375 +90 838226.9375 +91 838596.3125 +92 835925.6250 +93 838174.0000 +94 836110.6875 +95 839890.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0044243335723877,"74 128964.882812 +75 100914.906250 +76 129134.906250 +77 165425.031250 +78 165345.250000 +79 157159.968750 +80 186535.125000 +81 186535.125000 +82 186224.750000 +83 186102.078125 +84 186102.078125 +85 166208.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,IPTU,HWES,0.9707703590393066,"77 569.598267 +78 906.612427 +79 17836.201172 +80 1167.932007 +81 14208.051758 +82 17836.201172 +83 28593.058594 +84 7040.955566 +85 14153.163086 +86 7040.955566 +87 9654.252930 +88 9654.252930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ISS,AR,1.1147472858428955,"84 54714.066406 +85 54563.296875 +86 54542.636719 +87 54910.195312 +88 54837.136719 +89 54548.371094 +90 54490.011719 +91 54548.371094 +92 54548.371094 +93 54260.425781 +94 54506.789062 +95 54260.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ITBI,AR,1.0072503089904785,"83 20083.861328 +84 6979.019043 +85 9245.128906 +86 999.956360 +87 4602.655762 +88 20143.894531 +89 20143.894531 +90 18955.576172 +91 5646.643066 +92 13581.374023 +93 5461.367676 +94 2106.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,XGBoost,1.3663380146026611,"84 432413.75000 +85 567783.00000 +86 566333.56250 +87 567783.00000 +88 567727.18750 +89 567783.00000 +90 567783.00000 +91 562563.56250 +92 562563.56250 +93 561960.81250 +94 508352.96875 +95 560961.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,XGBoost,2.240617513656616,"78 113002.250000 +79 89967.101562 +80 88771.140625 +81 113002.250000 +82 113681.375000 +83 114320.867188 +84 114320.867188 +85 115106.843750 +86 115270.578125 +87 115270.578125 +88 115106.843750 +89 113002.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,IPTU,SARIMAX,0.8949003219604492,"71 14388.284180 +72 13071.773438 +73 20317.705078 +74 6285.256836 +75 6285.256836 +76 6285.256836 +77 3323.678711 +78 6285.256836 +79 15363.964844 +80 10535.322266 +81 15127.191406 +82 6285.256836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ISS,SARIMAX,0.9618029594421387,"72 61474.589844 +73 62568.664062 +74 62568.664062 +75 62568.664062 +76 33428.148438 +77 62568.664062 +78 62442.781250 +79 62568.664062 +80 35668.890625 +81 62568.664062 +82 62442.781250 +83 65204.996094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ITBI,SARIMAX,0.8917481899261475,"72 40006.167969 +73 40042.941406 +74 40079.640625 +75 40042.941406 +76 40006.167969 +77 40140.253906 +78 40042.941406 +79 40042.941406 +80 40022.953125 +81 115739.203125 +82 40022.953125 +83 115739.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,XGBoost,0.9225976467132568,"72 560794.5000 +73 565919.2500 +74 567871.3125 +75 613926.3125 +76 566791.5625 +77 613926.3125 +78 582722.7500 +79 539825.0000 +80 582456.0625 +81 586099.8750 +82 631170.8125 +83 579992.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,SARIMAX,1.6876132488250732,"72 177754.390625 +73 66411.937500 +74 69322.992188 +75 177754.390625 +76 115333.226562 +77 64217.285156 +78 22162.765625 +79 55516.859375 +80 18845.322266 +81 20720.212891 +82 25967.662109 +83 169115.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,AR,1.0727152824401855,"75 2788.099121 +76 2788.099121 +77 2788.099121 +78 2788.099121 +79 725.615234 +80 781.524170 +81 67745.265625 +82 192575.656250 +83 3655.798340 +84 1076.399292 +85 7367.751953 +86 6070.121582 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,HWES,1.2303380966186523,"84 59785.824219 +85 59550.453125 +86 59658.320312 +87 59658.320312 +88 59658.320312 +89 59785.824219 +90 59550.453125 +91 59658.320312 +92 59658.320312 +93 59564.523438 +94 59658.320312 +95 59658.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ITBI,SES,0.8867149353027344,"24 7274.490234 +25 5586.922363 +26 5586.922363 +27 5586.922363 +28 5055.644531 +29 5096.694824 +30 7274.490234 +31 7274.490234 +32 7274.490234 +33 9589.072266 +34 8560.049805 +35 5586.922363 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,Prophet,1.123861312866211,"84 377453.00000 +85 467375.37500 +86 472177.78125 +87 467375.37500 +88 484756.06250 +89 467375.37500 +90 467375.37500 +91 467375.37500 +92 407413.93750 +93 407413.93750 +94 410778.50000 +95 466646.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,SARIMAX,1.6338255405426025,"84 113209.484375 +85 34682.121094 +86 95932.617188 +87 114706.500000 +88 114706.500000 +89 28395.662109 +90 28459.265625 +91 22479.630859 +92 22465.373047 +93 21190.916016 +94 22814.710938 +95 113209.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,IPTU,AR,1.2915916442871094,"84 1.972887e+05 +85 1.166925e+06 +86 1.048739e+06 +87 1.972887e+05 +88 3.149172e+05 +89 3.192262e+05 +90 3.192262e+05 +91 3.192262e+05 +92 3.236492e+05 +93 3.148936e+05 +94 2.889734e+05 +95 1.793645e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ISS,HWES,0.9581742286682129,"84 149282.515625 +85 160279.296875 +86 149141.703125 +87 153717.640625 +88 158518.718750 +89 150673.015625 +90 152964.234375 +91 151695.921875 +92 150352.234375 +93 149983.062500 +94 150673.015625 +95 149922.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ITBI,SES,1.3525054454803467,"84 124444.179688 +85 25005.898438 +86 42344.003906 +87 198517.140625 +88 57621.347656 +89 99750.507812 +90 100475.750000 +91 91689.210938 +92 91689.210938 +93 97429.617188 +94 100475.750000 +95 100475.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,HWES,1.3406941890716553,"84 1.033071e+06 +85 1.141929e+06 +86 1.140760e+06 +87 1.137637e+06 +88 1.238477e+06 +89 1.137637e+06 +90 1.137637e+06 +91 1.135363e+06 +92 1.136309e+06 +93 1.103287e+06 +94 1.102782e+06 +95 1.140760e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,AR,1.0324652194976807,"83 288344.437500 +84 159862.390625 +85 149590.687500 +86 337142.906250 +87 208350.375000 +88 60950.105469 +89 107467.914062 +90 111406.703125 +91 111406.703125 +92 75971.578125 +93 75971.578125 +94 308331.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,IPTU,AR,2.5552611351013184,"84 25232.384766 +85 26022.005859 +86 19126.150391 +87 21199.998047 +88 189441.031250 +89 89008.921875 +90 4553.619141 +91 34748.640625 +92 34102.597656 +93 34237.832031 +94 33033.730469 +95 14313.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ISS,MLP,1.3704173564910889,"84 42195.309639 +85 41384.802945 +86 42867.749637 +87 43682.573308 +88 44477.356222 +89 46060.890685 +90 47218.705282 +91 48929.680616 +92 50184.045376 +93 50403.749888 +94 52663.996501 +95 53685.822063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ITBI,MLP,1.493612289428711,"84 31013.255966 +85 32435.482709 +86 35539.230932 +87 35281.125237 +88 37221.638320 +89 37600.660847 +90 36653.522287 +91 43145.095516 +92 40236.674079 +93 47914.791100 +94 43726.023334 +95 42312.506876 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,XGBoost,1.1119458675384521,"84 529178.8125 +85 608042.4375 +86 660200.6875 +87 608042.4375 +88 666592.6875 +89 507397.8750 +90 507397.8750 +91 608042.4375 +92 517730.5625 +93 517730.5625 +94 519418.1250 +95 660200.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,AR,1.1781806945800781,"84 324933.125000 +85 68839.187500 +86 120095.289062 +87 324933.125000 +88 172976.781250 +89 37204.859375 +90 37204.859375 +91 34985.226562 +92 29693.875000 +93 30155.863281 +94 19868.093750 +95 326022.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,IPTU,HWES,1.2249960899353027,"72 8.425591e+04 +73 1.922794e+05 +74 3.327799e+05 +75 2.041230e+06 +76 3.307538e+05 +77 3.326214e+05 +78 3.174857e+05 +79 3.174857e+05 +80 2.023657e+05 +81 8.226684e+04 +82 1.902903e+05 +83 1.902903e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ISS,MLP,1.4891488552093506,"72 256766.031142 +73 254783.869965 +74 263535.271021 +75 273514.170069 +76 280829.746466 +77 290637.157375 +78 290244.129122 +79 297574.487014 +80 300494.624314 +81 304483.297268 +82 314712.620262 +83 322126.351220 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ITBI,Prophet,1.1053400039672852,"72 72133.101562 +73 72133.101562 +74 69932.445312 +75 72114.085938 +76 90279.859375 +77 77413.257812 +78 72512.234375 +79 90279.859375 +80 67913.804688 +81 64838.937500 +82 74518.632812 +83 74364.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,XGBoost,1.0067472457885742,"72 9.089389e+05 +73 1.161257e+06 +74 1.038919e+06 +75 1.021654e+06 +76 1.002364e+06 +77 1.124607e+06 +78 1.124607e+06 +79 1.058304e+06 +80 1.021654e+06 +81 1.012103e+06 +82 1.061855e+06 +83 1.088087e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,AR,1.0271267890930176,"72 1.134186e+06 +73 1.289988e+05 +74 1.779565e+05 +75 1.779565e+05 +76 1.779565e+05 +77 1.235219e+05 +78 9.281866e+04 +79 9.281866e+04 +80 5.499416e+04 +81 4.478469e+04 +82 4.478469e+04 +83 1.134186e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,2.61230731010437,"72 83653.429688 +73 860892.250000 +74 860892.250000 +75 81893.554688 +76 80790.382812 +77 81893.554688 +78 90783.039062 +79 80482.296875 +80 83653.429688 +81 80482.296875 +82 83653.429688 +83 90783.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ISS,MLP,1.0312254428863525,"72 186886.017404 +73 193890.987424 +74 200384.365316 +75 207857.457575 +76 214917.303777 +77 221094.199537 +78 229660.222080 +79 239203.466889 +80 249012.338519 +81 259845.334466 +82 270545.612176 +83 282846.959087 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ITBI,SARIMAX,1.0796267986297607,"72 17054.699219 +73 16939.767578 +74 16939.767578 +75 18079.052734 +76 18061.750000 +77 18214.972656 +78 17369.472656 +79 18111.091797 +80 17369.472656 +81 18214.972656 +82 21308.771484 +83 15770.657227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,XGBoost,1.0059866905212402,"72 621246.2500 +73 748198.1250 +74 791652.1875 +75 748042.2500 +76 795171.5625 +77 748633.7500 +78 748633.7500 +79 748198.1250 +80 748633.7500 +81 748633.7500 +82 744131.9375 +83 749814.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,XGBoost,1.0555737018585205,"65 340930.937500 +66 219261.468750 +67 218933.546875 +68 218742.265625 +69 218742.265625 +70 146703.890625 +71 193911.796875 +72 193911.796875 +73 149262.421875 +74 149262.421875 +75 172212.796875 +76 340930.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,IPTU,AR,0.9971849918365479,"70 5601.668457 +71 5808.901855 +72 7010.949219 +73 18918.382812 +74 16298.631836 +75 8003.725098 +76 6011.682617 +77 -149.023834 +78 -52.716335 +79 4358.423340 +80 4358.423340 +81 13997.701172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ISS,MLP,1.6434156894683838,"72 35108.746794 +73 39747.466643 +74 45098.222899 +75 51429.482016 +76 57511.971844 +77 65220.528527 +78 74993.585345 +79 85969.267379 +80 97430.966202 +81 110918.482351 +82 128220.823413 +83 144228.584335 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ITBI,SARIMAX,1.212202787399292,"66 8067.655762 +67 20756.593750 +68 20756.593750 +69 14888.350586 +70 5224.936035 +71 20756.593750 +72 9980.727539 +73 37087.304688 +74 9842.451172 +75 37024.425781 +76 8591.399414 +77 8547.682617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,XGBoost,1.4659149646759033,"72 343094.21875 +73 381688.21875 +74 360521.46875 +75 381688.21875 +76 356954.65625 +77 360521.46875 +78 382219.71875 +79 381688.21875 +80 357486.15625 +81 357486.15625 +82 352923.90625 +83 360521.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,XGBoost,1.5872395038604736,"69 72644.578125 +70 44524.378906 +71 61578.628906 +72 60946.929688 +73 65014.171875 +74 50933.371094 +75 51728.683594 +76 51728.683594 +77 51899.800781 +78 51838.437500 +79 51899.800781 +80 62709.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,XGBoost,1.2468023300170898,"72 351009.406250 +73 377115.125000 +74 112577.914062 +75 79510.187500 +76 103672.664062 +77 82210.593750 +78 77831.015625 +79 100508.843750 +80 74496.343750 +81 91004.312500 +82 74496.343750 +83 74496.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ISS,XGBoost,0.7794992923736572,"72 254068.875000 +73 224232.328125 +74 245434.062500 +75 262524.281250 +76 254068.875000 +77 254068.875000 +78 251717.453125 +79 253990.218750 +80 254068.875000 +81 224232.328125 +82 254068.875000 +83 245434.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,XGBoost,0.9726259708404541,"72 26128.314453 +73 23188.087891 +74 25776.968750 +75 19189.621094 +76 23203.187500 +77 16791.126953 +78 18387.751953 +79 27003.546875 +80 24384.824219 +81 24363.894531 +82 16791.126953 +83 16791.126953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,XGBoost,1.1846494674682617,"72 8.333221e+05 +73 9.435648e+05 +74 1.019752e+06 +75 9.209312e+05 +76 1.019752e+06 +77 9.339563e+05 +78 9.339563e+05 +79 9.432488e+05 +80 9.339563e+05 +81 9.435761e+05 +82 8.378853e+05 +83 9.646793e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,XGBoost,1.2367587089538574,"72 369236.406250 +73 194378.453125 +74 190740.734375 +75 369236.406250 +76 369236.406250 +77 158169.890625 +78 158169.890625 +79 106226.125000 +80 88448.648438 +81 86242.406250 +82 87697.070312 +83 369236.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,IPTU,AR,1.4131159782409668,"68 10524.614258 +69 10593.074219 +70 10524.614258 +71 10524.614258 +72 10535.026367 +73 10525.013672 +74 12482.373047 +75 92088.398438 +76 10525.013672 +77 12482.373047 +78 10535.026367 +79 12482.373047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ISS,XGBoost,3.889254093170166,"68 13647.285156 +69 13621.294922 +70 10694.968750 +71 10695.244141 +72 10444.128906 +73 11023.139648 +74 10782.961914 +75 10869.143555 +76 14143.159180 +77 16061.641602 +78 6322.483887 +79 16467.751953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ITBI,XGBoost,2.0010454654693604,"67 3994.773926 +68 3488.330078 +69 5500.183105 +70 3946.955322 +71 5347.318848 +72 1495.147705 +73 7023.941406 +74 1640.987305 +75 3282.058838 +76 1017.638245 +77 2643.702881 +78 381.642487 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9922745227813721,"68 348437.71875 +69 406153.78125 +70 440929.87500 +71 399807.93750 +72 444963.96875 +73 399807.93750 +74 399807.93750 +75 409509.43750 +76 399807.93750 +77 397733.56250 +78 400975.68750 +79 444285.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,MLP,1.3866684436798096,"68 88134.265544 +69 38923.137549 +70 53889.897598 +71 86357.719451 +72 63940.707080 +73 46871.593704 +74 46531.675890 +75 47232.062782 +76 44009.411359 +77 46621.392579 +78 50634.315411 +79 142965.606111 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,IPTU,HWES,0.8069150447845459,"47 10450.940430 +48 2267.834229 +49 2045.091431 +50 38294.296875 +51 11081.852539 +52 11479.248047 +53 11071.361328 +54 11071.361328 +55 13687.588867 +56 11047.770508 +57 11047.770508 +58 10470.660156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ISS,MLP,0.8154077529907227,"52 7.184707e+04 +53 9.054345e+04 +54 1.185672e+05 +55 1.552589e+05 +56 2.043140e+05 +57 2.540927e+05 +58 3.332955e+05 +59 4.350238e+05 +60 5.715468e+05 +61 7.465844e+05 +62 9.624375e+05 +63 1.262902e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ITBI,XGBoost,1.257427453994751,"49 328730.93750 +50 328730.93750 +51 328736.87500 +52 328730.93750 +53 328730.93750 +54 328730.93750 +55 328730.93750 +56 328730.93750 +57 328886.21875 +58 328730.93750 +59 328730.93750 +60 328730.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,XGBoost,1.2293481826782227,"52 484385.43750 +53 455705.81250 +54 440652.34375 +55 455705.81250 +56 429692.50000 +57 494345.87500 +58 439890.84375 +59 439890.84375 +60 439890.84375 +61 429630.34375 +62 429630.34375 +63 440652.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,MLP,1.1643271446228027,"52 87150.708428 +53 42992.082554 +54 49778.075879 +55 93769.763682 +56 81326.620948 +57 72198.000663 +58 83827.870628 +59 93565.354924 +60 111394.220909 +61 131756.228038 +62 157757.771774 +63 301712.092509 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,IPTU,HWES,2.7454850673675537,"60 17799.460938 +61 20705.263672 +62 36615.785156 +63 41329.605469 +64 36113.496094 +65 36113.496094 +66 10499.959961 +67 12981.959961 +68 11110.902344 +69 2622.760254 +70 7191.310547 +71 1728.767090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ISS,XGBoost,1.2920141220092773,"60 19802.871094 +61 19802.871094 +62 19796.941406 +63 19796.941406 +64 19802.871094 +65 20244.615234 +66 21085.548828 +67 21085.548828 +68 20514.861328 +69 22723.585938 +70 22723.585938 +71 20244.615234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ITBI,XGBoost,1.023688554763794,"60 28011.265625 +61 50466.589844 +62 40455.035156 +63 28058.751953 +64 34002.015625 +65 33598.855469 +66 29692.384766 +67 29031.871094 +68 34002.015625 +69 28771.017578 +70 45648.246094 +71 34002.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,SES,1.4534378051757812,"60 424456.96875 +61 487298.53125 +62 473835.56250 +63 488981.81250 +64 475060.81250 +65 488981.81250 +66 475108.25000 +67 473425.03125 +68 475108.25000 +69 475217.46875 +70 462138.09375 +71 479354.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,XGBoost,2.601454257965088,"60 173725.203125 +61 72637.562500 +62 72637.562500 +63 172936.890625 +64 72637.562500 +65 70570.164062 +66 55026.132812 +67 46120.222656 +68 41990.839844 +69 40942.593750 +70 40942.593750 +71 173725.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,IPTU,XGBoost,2.2731196880340576,"60 18391.943359 +61 12051.806641 +62 10193.397461 +63 11959.924805 +64 15406.727539 +65 21037.767578 +66 21491.933594 +67 22162.896484 +68 22134.888672 +69 22671.279297 +70 21862.167969 +71 23433.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ISS,SES,1.377237319946289,"60 21290.376953 +61 36887.164062 +62 17612.457031 +63 21364.802734 +64 23004.853516 +65 17673.558594 +66 17880.787109 +67 21411.505859 +68 27608.789062 +69 18952.525391 +70 12776.317383 +71 17241.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ITBI,XGBoost,1.4359605312347412,"60 120499.726562 +61 117913.835938 +62 114996.546875 +63 118701.195312 +64 117933.750000 +65 120354.921875 +66 119738.078125 +67 118683.632812 +68 120354.921875 +69 120354.921875 +70 120354.921875 +71 117913.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,SES,0.9143829345703125,"60 1189871.625 +61 1380878.625 +62 1380878.625 +63 1373559.625 +64 1384313.375 +65 1115167.000 +66 1187767.750 +67 1373086.750 +68 1187767.750 +69 1187414.000 +70 1117185.750 +71 1384375.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,XGBoost,0.935579776763916,"55 63794.300781 +56 47472.996094 +57 55311.371094 +58 55311.371094 +59 63822.058594 +60 63822.058594 +61 55235.140625 +62 55232.839844 +63 63822.058594 +64 55232.839844 +65 55291.988281 +66 63714.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,IPTU,SES,0.88094162940979,"60 3772.465820 +61 3772.465820 +62 131546.937500 +63 106797.242188 +64 36831.484375 +65 140289.796875 +66 30671.408203 +67 27836.871094 +68 28082.601562 +69 28082.601562 +70 27880.578125 +71 28147.130859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ISS,MLP,1.0664610862731934,"60 45906.686967 +61 49979.157540 +62 52328.944409 +63 52191.655564 +64 52965.874583 +65 55993.193514 +66 59367.497314 +67 62288.694746 +68 65483.603209 +69 69731.632224 +70 75226.970307 +71 78261.523608 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ITBI,XGBoost,1.245039463043213,"60 3908.782227 +61 5430.109863 +62 5808.920898 +63 3908.782227 +64 3835.650146 +65 4722.456543 +66 6432.496094 +67 4476.025879 +68 4075.906494 +69 5496.977051 +70 4741.042480 +71 5180.594727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,XGBoost,1.0897290706634521,"60 9.660078e+05 +61 1.016664e+06 +62 1.017726e+06 +63 9.345689e+05 +64 1.017726e+06 +65 1.048103e+06 +66 1.014918e+06 +67 1.016664e+06 +68 1.019154e+06 +69 1.019154e+06 +70 1.019154e+06 +71 1.017726e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,HWES,1.0356402397155762,"60 237281.906250 +61 117978.578125 +62 234978.531250 +63 237281.906250 +64 117978.578125 +65 117978.578125 +66 117978.578125 +67 117978.578125 +68 117978.578125 +69 117978.578125 +70 117978.578125 +71 237281.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,IPTU,AR,2.638357639312744,"48 1222.925049 +49 1163.190674 +50 1016.659912 +51 724.701111 +52 2287.066406 +53 915.062927 +54 744.229858 +55 961.382446 +56 744.229858 +57 562.676758 +58 496.431763 +59 883.740417 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ISS,MLP,2.4262290000915527,"60 18449.791580 +61 20669.135167 +62 22142.670093 +63 24090.291021 +64 26881.999388 +65 29885.575294 +66 33621.678163 +67 36176.314312 +68 40981.517062 +69 46686.057694 +70 52605.770723 +71 59508.312917 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ITBI,XGBoost,1.765979290008545,"54 8208.772461 +55 8205.854492 +56 7929.846680 +57 8007.072266 +58 646.222229 +59 806.122192 +60 970.221130 +61 5632.492188 +62 5406.478027 +63 4225.280273 +64 4222.192871 +65 5089.538574 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,SES,0.9198262691497803,"60 430731.65625 +61 448468.18750 +62 448468.18750 +63 435871.28125 +64 439122.75000 +65 429072.78125 +66 429072.78125 +67 448468.18750 +68 416475.87500 +69 418134.71875 +70 418134.71875 +71 436438.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,SES,1.0466241836547852,"57 106023.414062 +58 106001.578125 +59 106001.578125 +60 106001.578125 +61 106001.578125 +62 106001.578125 +63 106001.578125 +64 106001.578125 +65 106001.578125 +66 106001.578125 +67 106001.578125 +68 106001.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,IPTU,AR,0.9823002815246582,"60 137076.640625 +61 230996.203125 +62 26058.228516 +63 20341.539062 +64 16616.076172 +65 27328.537109 +66 20341.539062 +67 20119.466797 +68 16616.076172 +69 16616.076172 +70 16616.076172 +71 16616.076172 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ISS,AR,1.0038738250732422,"60 14991.076172 +61 12858.750977 +62 16183.839844 +63 15228.864258 +64 15166.532227 +65 15549.746094 +66 15166.532227 +67 12986.036133 +68 16261.440430 +69 15127.857422 +70 15127.857422 +71 13381.657227 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ITBI,XGBoost,0.9160563945770264,"49 3670.765137 +50 5943.025879 +51 6391.676270 +52 9279.801758 +53 3548.606934 +54 1135.089966 +55 4569.234375 +56 4569.234375 +57 4569.234375 +58 4569.234375 +59 9666.114258 +60 20485.142578 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,HWES,0.9342482089996338,"60 710756.1250 +61 682182.3125 +62 703761.5000 +63 691398.5625 +64 623208.6250 +65 680219.0625 +66 676945.1250 +67 628104.3125 +68 680219.0625 +69 680219.0625 +70 666063.0000 +71 706310.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,XGBoost,2.468290328979492,"60 102847.726562 +61 83076.796875 +62 98507.750000 +63 96042.171875 +64 96066.820312 +65 52478.230469 +66 34621.632812 +67 34621.632812 +68 34621.632812 +69 24371.140625 +70 24371.140625 +71 102847.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,IPTU,SARIMAX,1.8231587409973145,"55 4183.394043 +56 13219.641602 +57 13219.641602 +58 49552.953125 +59 49516.074219 +60 56644.707031 +61 58496.953125 +62 56800.644531 +63 56644.707031 +64 56644.707031 +65 56644.707031 +66 49521.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ISS,MLP,1.2740471363067627,"56 12309.519626 +57 14045.790245 +58 15923.473990 +59 18572.908671 +60 21480.638164 +61 25469.491416 +62 29910.616647 +63 35995.141402 +64 41803.882581 +65 47398.978375 +66 56335.039479 +67 68903.473706 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ITBI,SARIMAX,1.3340590000152588,"56 24642.402344 +57 29855.007812 +58 42990.589844 +59 29855.007812 +60 69955.968750 +61 42990.589844 +62 31355.617188 +63 29855.007812 +64 24642.402344 +65 24642.402344 +66 42990.589844 +67 42990.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,SES,0.8304405212402344,"56 283890.93750 +57 322493.56250 +58 310969.34375 +59 304086.00000 +60 324817.21875 +61 304086.00000 +62 304086.00000 +63 322493.56250 +64 292607.81250 +65 287029.00000 +66 287029.00000 +67 310969.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,MLP,1.2264902591705322,"56 51307.612302 +57 30719.860048 +58 42931.065339 +59 50211.852847 +60 49443.077843 +61 40937.992701 +62 33966.569165 +63 36029.173180 +64 35434.472892 +65 38726.939432 +66 41914.592864 +67 83866.998211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,IPTU,SES,0.9468691349029541,"42 72881.453125 +43 124529.718750 +44 86816.835938 +45 4554.142090 +46 72881.453125 +47 74038.929688 +48 4554.142090 +49 4497.027344 +50 8914.174805 +51 69199.125000 +52 121542.953125 +53 125782.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ISS,MLP,0.8495767116546631,"42 84849.639709 +43 86754.431929 +44 87928.984055 +45 91243.532224 +46 92906.106339 +47 93574.804822 +48 95668.050150 +49 98223.509730 +50 100551.477909 +51 101121.706254 +52 104118.457956 +53 108109.000730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ITBI,HWES,1.1880788803100586,"36 75642.320312 +37 77213.914062 +38 77502.984375 +39 77479.750000 +40 77502.984375 +41 77213.914062 +42 77213.914062 +43 77502.984375 +44 75683.953125 +45 76120.640625 +46 77472.343750 +47 76120.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ICMS,XGBoost,0.9756805896759033,"42 862003.5625 +43 944044.6250 +44 944044.6250 +45 862003.5625 +46 945024.7500 +47 945024.7500 +48 944044.6250 +49 944044.6250 +50 862796.7500 +51 862796.7500 +52 862816.2500 +53 944044.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do IPVA,Prophet,1.0074563026428223,"42 510633.875 +43 510633.875 +44 510633.875 +45 510633.875 +46 510633.875 +47 510633.875 +48 510633.875 +49 510633.875 +50 510633.875 +51 510633.875 +52 510633.875 +53 510633.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,IPTU,HWES,1.1516883373260498,"50 4592.539551 +51 4131.401855 +52 20858.660156 +53 7820.203613 +54 7820.203613 +55 22536.087891 +56 12261.785156 +57 12261.785156 +58 12136.810547 +59 12619.610352 +60 12290.291992 +61 14834.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ISS,MLP,1.6398582458496094,"50 17750.868863 +51 19358.444454 +52 22701.486575 +53 24072.285602 +54 28183.156539 +55 31758.879321 +56 34326.190043 +57 39182.640092 +58 44961.996232 +59 49851.120691 +60 57317.904079 +61 66824.856241 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ITBI,XGBoost,2.1357061862945557,"50 27236.685547 +51 6636.657227 +52 23256.361328 +53 19814.697266 +54 20605.138672 +55 20605.138672 +56 19814.697266 +57 18848.716797 +58 19814.697266 +59 19431.814453 +60 19164.781250 +61 23280.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,AR,0.8832807540893555,"50 305931.34375 +51 280100.50000 +52 352284.87500 +53 392541.03125 +54 392135.62500 +55 286244.78125 +56 392541.03125 +57 392541.03125 +58 285193.84375 +59 286244.78125 +60 284728.56250 +61 392135.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - 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