diff --git "a/last_results_2.csv" "b/last_results_2.csv" new file mode 100644--- /dev/null +++ "b/last_results_2.csv" @@ -0,0 +1,32293 @@ +Instituição,Conta,Modelo,Time (s),Forecasts +Prefeitura Municipal de Santo Ângelo - RS,IPTU,XGBoost,1.961238145828247,"96 1.408638e+06 +97 7.857972e+05 +98 7.227743e+05 +99 6.994397e+05 +100 6.994397e+05 +101 1.083105e+06 +102 1.444935e+06 +103 6.994397e+05 +104 6.994397e+05 +105 7.060692e+05 +106 7.060692e+05 +107 1.334834e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ISS,SARIMAX,1.2231359481811523,"96 1864123.875 +97 1940050.250 +98 1940050.250 +99 1940050.250 +100 1940050.250 +101 1940050.250 +102 1940050.250 +103 1940050.250 +104 1940050.250 +105 1940050.250 +106 1940050.250 +107 1940050.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ITBI,XGBoost,0.9637253284454346,"96 450275.50000 +97 412980.62500 +98 447053.65625 +99 447126.78125 +100 423149.93750 +101 453594.71875 +102 453594.71875 +103 452775.65625 +104 452510.25000 +105 450195.90625 +106 450600.43750 +107 456048.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,MLP,1.8092362880706787,"96 4.604519e+06 +97 4.502297e+06 +98 4.593338e+06 +99 4.702246e+06 +100 4.814811e+06 +101 4.571139e+06 +102 4.714300e+06 +103 4.788387e+06 +104 4.821357e+06 +105 4.825472e+06 +106 4.806830e+06 +107 4.897759e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,MLP,1.739638090133667,"96 2.641212e+05 +97 7.793714e+05 +98 6.649663e+05 +99 3.337634e+05 +100 5.463549e+05 +101 2.676766e+06 +102 8.803328e+05 +103 1.278429e+06 +104 1.373050e+06 +105 1.330130e+06 +106 1.601065e+06 +107 1.599402e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,MLP,3.2352912425994873,"96 1.965038e+06 +97 1.647732e+06 +98 9.112260e+05 +99 -2.172682e+06 +100 1.167243e+06 +101 8.063500e+05 +102 1.169080e+06 +103 9.810005e+05 +104 7.313733e+05 +105 -2.179430e+05 +106 1.459137e+06 +107 1.578036e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,SARIMAX,2.2057220935821533,"96 5256292.5 +97 5251773.0 +98 5300289.5 +99 5312453.5 +100 5312453.5 +101 5312453.5 +102 5312453.5 +103 5312453.5 +104 5312453.5 +105 5312453.5 +106 5312453.5 +107 5312453.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,SARIMAX,1.1965868473052979,"96 1831056.125 +97 1972008.625 +98 1969562.750 +99 2079361.125 +100 2078702.875 +101 2081029.375 +102 2079361.125 +103 2079361.125 +104 2076929.500 +105 2003511.500 +106 2003511.500 +107 2003511.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,MLP,1.0695524215698242,"96 1.286538e+07 +97 1.252766e+07 +98 1.255604e+07 +99 1.291487e+07 +100 1.292371e+07 +101 1.307041e+07 +102 1.312438e+07 +103 1.320693e+07 +104 1.343684e+07 +105 1.356010e+07 +106 1.371189e+07 +107 1.355041e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,MLP,1.0435247421264648,"96 1.008848e+05 +97 1.602897e+06 +98 1.524176e+06 +99 9.914648e+05 +100 1.614246e+06 +101 8.574943e+06 +102 2.072385e+06 +103 3.434850e+06 +104 3.832964e+06 +105 3.974301e+06 +106 4.941819e+06 +107 6.102081e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,IPTU,HWES,0.8983981609344482,"80 8371.033203 +81 8371.033203 +82 8692.550781 +83 69370.648438 +84 12193.565430 +85 8568.819336 +86 8569.350586 +87 9100.457031 +88 9100.457031 +89 5963.123047 +90 11038.799805 +91 6679.186035 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ISS,SARIMAX,0.938368558883667,"80 34423.894531 +81 38156.453125 +82 45175.507812 +83 38719.679688 +84 39573.308594 +85 39258.679688 +86 39258.679688 +87 39258.679688 +88 39258.679688 +89 39573.308594 +90 39258.679688 +91 39258.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ITBI,XGBoost,1.4214730262756348,"80 35787.781250 +81 35830.359375 +82 56237.054688 +83 17156.626953 +84 56157.691406 +85 110838.773438 +86 17082.332031 +87 17118.671875 +88 17116.244141 +89 59405.472656 +90 35830.359375 +91 17116.244141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,XGBoost,0.8436555862426758,"80 803519.8125 +81 794243.8750 +82 650875.3750 +83 793736.8750 +84 650486.1875 +85 663037.8125 +86 793736.8750 +87 793736.8750 +88 821715.8750 +89 663037.8125 +90 821715.8750 +91 665584.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,MLP,0.8201370239257812,"80 15999.491812 +81 78995.189706 +82 72887.679324 +83 86677.590098 +84 111803.564006 +85 293314.561649 +86 142005.956252 +87 192761.178198 +88 214725.434460 +89 245781.903414 +90 285507.407740 +91 255476.056519 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,SARIMAX,0.9577693939208984,"84 74478.039062 +85 110786.914062 +86 112007.546875 +87 112199.726562 +88 111968.289062 +89 111905.914062 +90 27036.677734 +91 27036.677734 +92 27049.482422 +93 26978.097656 +94 26978.097656 +95 119325.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ISS,SARIMAX,1.7102293968200684,"96 34238.191406 +97 33992.539062 +98 44978.410156 +99 83074.250000 +100 79411.890625 +101 79444.453125 +102 79456.757812 +103 79490.640625 +104 92395.078125 +105 92376.445312 +106 92453.296875 +107 92453.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,HWES,1.2135827541351318,"93 15905.749023 +94 16184.392578 +95 21770.804688 +96 16932.701172 +97 16842.906250 +98 19131.072266 +99 16919.812500 +100 16919.812500 +101 16610.410156 +102 16919.812500 +103 16919.812500 +104 16997.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8943116664886475,"96 693693.3125 +97 697855.1875 +98 697924.5625 +99 695876.2500 +100 695464.5625 +101 698780.0000 +102 694729.6250 +103 695108.0000 +104 694729.6250 +105 692786.5000 +106 692786.5000 +107 697766.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,MLP,1.1571862697601318,"96 -500.356825 +97 15237.921101 +98 10074.727385 +99 2984.298873 +100 9307.142634 +101 79163.816489 +102 14959.140041 +103 28990.149796 +104 30381.261998 +105 30273.698504 +106 39697.597774 +107 44841.254341 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.2461941242218018,"89 6461.075684 +90 6677.056152 +91 5231.650879 +92 5939.040039 +93 5538.228027 +94 7209.701172 +95 26081.794922 +96 25736.158203 +97 6664.401855 +98 7982.772949 +99 7982.772949 +100 10142.803711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ISS,MLP,1.696974754333496,"96 13379.309006 +97 11014.192510 +98 12196.188014 +99 12653.228621 +100 14583.895052 +101 14328.583704 +102 14126.004881 +103 14106.019646 +104 15016.045474 +105 15845.592277 +106 15943.562661 +107 15504.465037 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,MLP,1.486274242401123,"90 7360.734302 +91 16172.818841 +92 19510.710239 +93 22473.577165 +94 30598.029965 +95 13002.411170 +96 22695.831695 +97 23315.867342 +98 21507.429294 +99 16564.751385 +100 7398.541001 +101 3620.332985 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,MLP,0.9330503940582275,"96 310941.358708 +97 308400.095474 +98 315345.775532 +99 325339.754923 +100 335671.124971 +101 333834.172352 +102 339512.348930 +103 344964.378411 +104 349781.409658 +105 352260.301420 +106 352934.447957 +107 353927.224720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.0842328071594238,"95 21200.423828 +96 15702.028320 +97 15880.836914 +98 13359.982422 +99 14128.693359 +100 138261.796875 +101 46514.656250 +102 33207.953125 +103 32330.609375 +104 32875.835938 +105 32875.835938 +106 138830.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,IPTU,AR,1.9117848873138428,"96 250590.796875 +97 302972.500000 +98 318396.656250 +99 248081.078125 +100 269684.531250 +101 242936.125000 +102 278427.000000 +103 233510.578125 +104 269001.468750 +105 242936.125000 +106 234193.640625 +107 242936.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ISS,SARIMAX,1.2455270290374756,"96 598414.5000 +97 653934.4375 +98 653934.4375 +99 653934.4375 +100 653934.4375 +101 653934.4375 +102 653776.6250 +103 653934.4375 +104 653934.4375 +105 653934.4375 +106 653934.4375 +107 653934.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ITBI,XGBoost,0.8511323928833008,"96 287089.906250 +97 290086.656250 +98 288434.281250 +99 277927.750000 +100 230130.562500 +101 288909.093750 +102 277848.000000 +103 274405.031250 +104 227927.453125 +105 277930.968750 +106 288434.281250 +107 227927.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,MLP,0.9823157787322998,"96 3.361273e+06 +97 3.315367e+06 +98 3.358609e+06 +99 3.442543e+06 +100 3.515376e+06 +101 3.483141e+06 +102 3.529027e+06 +103 3.571425e+06 +104 3.619613e+06 +105 3.648130e+06 +106 3.667190e+06 +107 3.677193e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,SARIMAX,1.2198495864868164,"96 6.144737e+05 +97 6.106205e+05 +98 6.157854e+05 +99 6.258295e+05 +100 6.157854e+05 +101 1.906560e+06 +102 7.119168e+05 +103 7.119168e+05 +104 9.329698e+05 +105 9.395968e+05 +106 9.395968e+05 +107 1.435302e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,IPTU,XGBoost,1.2867934703826904,"92 1561.254639 +93 972.095093 +94 989.516113 +95 1906.913696 +96 1854.864380 +97 2138.906494 +98 2627.665039 +99 2160.036865 +100 2629.635986 +101 2144.012695 +102 2613.611816 +103 1935.596802 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ISS,XGBoost,1.4384756088256836,"96 95524.968750 +97 95373.273438 +98 95327.875000 +99 83662.328125 +100 82016.460938 +101 83814.007812 +102 82168.148438 +103 84591.500000 +104 84591.500000 +105 84591.500000 +106 84493.820312 +107 84591.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ITBI,MLP,1.7202460765838623,"79 9829.628167 +80 9346.336312 +81 11054.175706 +82 12266.898776 +83 13012.082246 +84 15300.757749 +85 15424.214255 +86 13905.752222 +87 20689.602686 +88 22200.799832 +89 19105.087787 +90 26689.527095 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,MLP,1.1474342346191406,"96 309909.044499 +97 298739.197867 +98 299153.524193 +99 311624.304201 +100 309362.861468 +101 318202.477289 +102 320151.656442 +103 323496.080968 +104 332827.956240 +105 338368.128667 +106 346303.660344 +107 341080.806781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,XGBoost,1.9810569286346436,"91 7989.594727 +92 7888.754395 +93 5098.579590 +94 7430.217285 +95 6410.098633 +96 44176.167969 +97 2712.917725 +98 13055.676758 +99 15853.510742 +100 15206.656250 +101 16657.083984 +102 14076.634766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,IPTU,HWES,2.143352508544922,"94 24097.990234 +95 7863.388184 +96 8979.452148 +97 11697.746094 +98 4838.693848 +99 3335.512939 +100 21157.117188 +101 8184.832520 +102 8079.501953 +103 8129.207520 +104 6555.041016 +105 6647.653320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ISS,XGBoost,1.6567730903625488,"96 25857.166016 +97 23631.447266 +98 27820.587891 +99 28468.617188 +100 23455.404297 +101 28387.841797 +102 28387.841797 +103 27797.263672 +104 29840.773438 +105 29473.146484 +106 27429.636719 +107 29473.146484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,2.838123083114624,"95 10707.804688 +96 9188.671875 +97 8227.360352 +98 8372.285156 +99 6940.537598 +100 3990.554932 +101 12112.784180 +102 12757.154297 +103 7944.133301 +104 10273.730469 +105 11803.487305 +106 21495.751953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,MLP,1.0786411762237549,"96 295500.216734 +97 292076.692836 +98 293758.009587 +99 301638.038630 +100 301611.505927 +101 304699.616560 +102 311866.574881 +103 308525.739272 +104 312636.605505 +105 314522.260467 +106 317108.841088 +107 313014.989586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,MLP,1.168454647064209,"93 38119.930630 +94 9795.975038 +95 25628.443644 +96 46335.490110 +97 74865.320203 +98 176908.193729 +99 136291.080529 +100 165249.773108 +101 233747.908116 +102 333067.858495 +103 461765.657318 +104 595005.471350 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,IPTU,MLP,0.8255453109741211,"86 20012.212674 +87 10168.286083 +88 -1083.994497 +89 -21108.792085 +90 -32305.289663 +91 -158059.871752 +92 -25431.982428 +93 -31753.021101 +94 -37184.346655 +95 -38384.580287 +96 -41973.939197 +97 -79400.215312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ISS,MLP,0.8728151321411133,"92 86493.149423 +93 80362.212846 +94 85853.335552 +95 79545.429396 +96 72556.542890 +97 32557.561696 +98 47605.912130 +99 47266.526530 +100 36389.849384 +101 35287.459273 +102 35239.927020 +103 76017.590613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ITBI,XGBoost,1.098193883895874,"92 25429.562500 +93 20963.939453 +94 25157.830078 +95 24679.980469 +96 32685.228516 +97 36641.066406 +98 33927.191406 +99 32866.035156 +100 33062.371094 +101 26113.416016 +102 25622.890625 +103 32111.193359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,MLP,2.0408146381378174,"92 874202.719483 +93 865320.089182 +94 880368.406257 +95 903641.906034 +96 918709.982943 +97 916923.412334 +98 924424.619760 +99 931022.117771 +100 937847.616721 +101 938717.799078 +102 938314.622750 +103 932314.705764 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,MLP,2.1827938556671143,"92 4007.754469 +93 70719.619561 +94 73793.032256 +95 41086.256080 +96 99185.386142 +97 329499.406633 +98 107402.331896 +99 162462.406260 +100 177538.037075 +101 181570.523808 +102 234604.722651 +103 212605.726624 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,IPTU,XGBoost,2.6785011291503906,"96 19472.263672 +97 19255.105469 +98 19054.689453 +99 19054.689453 +100 17914.691406 +101 18390.976562 +102 14577.041016 +103 14577.041016 +104 14577.041016 +105 14577.041016 +106 14577.041016 +107 14577.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ISS,MLP,1.5354747772216797,"96 -4.394602e+04 +97 4.676779e+04 +98 -2.992268e+05 +99 -3.002549e+05 +100 -2.745039e+05 +101 -5.894181e+05 +102 -2.197266e+05 +103 -6.510385e+05 +104 5.337010e+05 +105 7.661906e+05 +106 9.773066e+05 +107 2.653836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ITBI,MLP,1.3927757740020752,"95 19042.830489 +96 13850.756063 +97 5572.913998 +98 9712.068364 +99 10561.632639 +100 7318.265383 +101 9627.881039 +102 7950.737328 +103 12565.931756 +104 7500.831446 +105 13596.642646 +106 14349.791056 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,MLP,0.9186532497406006,"96 456107.789883 +97 463218.990595 +98 475919.361312 +99 481976.996466 +100 497654.396381 +101 483734.628166 +102 496036.302285 +103 500480.610304 +104 502219.210001 +105 504552.637420 +106 502739.698990 +107 509361.019437 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,MLP,1.735138177871704,"96 -11119.229587 +97 15634.427206 +98 6354.235835 +99 -2607.711642 +100 12484.415924 +101 130571.924728 +102 4991.003465 +103 30302.037418 +104 27085.287272 +105 27154.883896 +106 43536.908990 +107 61852.452237 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,IPTU,XGBoost,0.9062895774841309,"96 15061407.0 +97 15061407.0 +98 15389915.0 +99 15336559.0 +100 14958518.0 +101 54356736.0 +102 15411409.0 +103 15411409.0 +104 15430985.0 +105 15430985.0 +106 15392148.0 +107 54571216.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ISS,SARIMAX,1.1210119724273682,"96 8870645.0 +97 8648812.0 +98 9430564.0 +99 9610675.0 +100 9610675.0 +101 9652397.0 +102 9610675.0 +103 9652397.0 +104 9652397.0 +105 9652397.0 +106 9652397.0 +107 9652397.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ITBI,XGBoost,1.4582133293151855,"96 2278046.75 +97 2305897.75 +98 2262998.50 +99 2226936.00 +100 2347709.75 +101 2190242.00 +102 2197468.00 +103 2284788.25 +104 2431103.25 +105 2185669.75 +106 2457231.50 +107 2186986.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,MLP,0.9183170795440674,"96 1.146505e+07 +97 1.123259e+07 +98 1.136564e+07 +99 1.172694e+07 +100 1.188748e+07 +101 1.191365e+07 +102 1.205352e+07 +103 1.219982e+07 +104 1.241350e+07 +105 1.252424e+07 +106 1.263785e+07 +107 1.257243e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,SARIMAX,1.0292067527770996,"96 4857622.50 +97 4650754.00 +98 4650754.00 +99 3986109.25 +100 3133799.75 +101 13144591.00 +102 5009764.50 +103 5949086.00 +104 6239624.50 +105 5980334.00 +106 5992132.50 +107 11132162.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,IPTU,AR,1.2275047302246094,"88 16393.466797 +89 16393.466797 +90 17628.726562 +91 17945.554688 +92 14912.772461 +93 15779.253906 +94 11195.750000 +95 11158.482422 +96 11596.675781 +97 11530.360352 +98 12971.143555 +99 10302.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,1.921318531036377,"92 323478.716759 +93 311653.254717 +94 336248.856776 +95 325239.132977 +96 354258.490863 +97 351205.545397 +98 352788.389697 +99 355589.725671 +100 370964.872702 +101 370564.648115 +102 384519.919259 +103 379220.499830 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ITBI,MLP,1.570347547531128,"92 86476.648550 +93 75292.705535 +94 85305.078615 +95 67565.659655 +96 78847.552113 +97 75765.532638 +98 76404.533242 +99 76566.803865 +100 79669.407512 +101 77526.822085 +102 82952.804040 +103 85082.406366 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,XGBoost,1.2654988765716553,"92 1549982.500 +93 1496104.125 +94 1517110.000 +95 1531665.250 +96 1460673.500 +97 1595274.375 +98 1617340.500 +99 1517110.000 +100 1618455.625 +101 1618455.625 +102 1549951.750 +103 1477333.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,MLP,1.205880880355835,"92 4.077631e+04 +93 2.513921e+05 +94 2.690910e+05 +95 2.541148e+05 +96 3.931703e+05 +97 1.059406e+06 +98 4.335986e+05 +99 6.047193e+05 +100 6.819589e+05 +101 7.519702e+05 +102 9.050309e+05 +103 8.064766e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,IPTU,SARIMAX,0.994053840637207,"84 28320.376953 +85 27304.015625 +86 22051.541016 +87 22190.849609 +88 20465.103516 +89 18389.783203 +90 3415.601318 +91 2793.467773 +92 3133.562500 +93 2730.974609 +94 2788.363525 +95 1197.860840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ISS,SARIMAX,1.1216864585876465,"96 148682.062500 +97 148783.953125 +98 148657.984375 +99 148657.984375 +100 148682.062500 +101 148682.062500 +102 148783.953125 +103 147505.687500 +104 147505.687500 +105 147505.687500 +106 148682.062500 +107 147505.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ITBI,SES,0.8144912719726562,"96 53413.601562 +97 96860.484375 +98 110235.937500 +99 68588.460938 +100 58681.867188 +101 53636.472656 +102 64180.429688 +103 53427.718750 +104 69926.835938 +105 109381.921875 +106 87128.562500 +107 63375.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,MLP,1.0212864875793457,"96 873098.009949 +97 860921.674895 +98 872040.553016 +99 896577.382804 +100 909317.446135 +101 911548.127749 +102 921374.613437 +103 930487.268912 +104 943125.535544 +105 949680.089949 +106 955913.734604 +107 951492.657362 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,XGBoost,0.9586031436920166,"96 122810.757812 +97 93556.882812 +98 118581.070312 +99 90177.234375 +100 93778.007812 +101 522978.812500 +102 241308.437500 +103 154258.859375 +104 229811.531250 +105 172569.687500 +106 175345.000000 +107 244284.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,XGBoost,1.3651459217071533,"95 11808.721680 +96 11644.260742 +97 10912.922852 +98 11712.879883 +99 20284.402344 +100 5168.607422 +101 4601.723633 +102 6431.614258 +103 6573.868652 +104 13045.135742 +105 28867.125000 +106 6344.896973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,SARIMAX,1.9068775177001953,"96 23065.906250 +97 28279.478516 +98 23262.267578 +99 18052.037109 +100 17213.476562 +101 29790.595703 +102 29603.408203 +103 17202.675781 +104 19206.728516 +105 29565.087891 +106 21204.382812 +107 17202.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,MLP,3.094003915786743,"95 18011.409450 +96 19355.936015 +97 21793.944940 +98 8975.463934 +99 14456.951094 +100 16245.443011 +101 13717.864809 +102 12038.233810 +103 9324.374427 +104 13679.184167 +105 12912.622511 +106 11785.475088 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,MLP,1.9786648750305176,"96 605622.914413 +97 608379.137397 +98 623751.374699 +99 631678.185796 +100 663312.071192 +101 631059.197685 +102 647922.258914 +103 657750.376143 +104 659015.810145 +105 661493.236999 +106 654179.747477 +107 673972.081045 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,MLP,1.8718724250793457,"96 -7823.587701 +97 52162.430745 +98 37819.322840 +99 41445.158274 +100 52087.129346 +101 183511.657497 +102 55332.592298 +103 92476.494994 +104 98227.091855 +105 108302.641028 +106 122130.698985 +107 119712.133185 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,IPTU,SES,2.161125659942627,"92 12431.043945 +93 10610.055664 +94 10275.890625 +95 10397.967773 +96 7636.529297 +97 10275.890625 +98 10222.299805 +99 9287.916016 +100 9322.197266 +101 9322.197266 +102 10079.495117 +103 9322.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ISS,SARIMAX,1.5390827655792236,"96 34451.957031 +97 36432.105469 +98 36314.082031 +99 36475.429688 +100 34451.957031 +101 36475.429688 +102 36314.082031 +103 34451.957031 +104 34451.957031 +105 34451.957031 +106 34451.957031 +107 34451.957031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ITBI,XGBoost,1.5590693950653076,"96 18339.761719 +97 15219.756836 +98 9148.323242 +99 20970.957031 +100 8658.982422 +101 14303.737305 +102 13542.076172 +103 13472.219727 +104 18652.585938 +105 14221.331055 +106 15487.631836 +107 13548.661133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,MLP,1.0053157806396484,"96 884308.421062 +97 877710.670957 +98 889636.106978 +99 908679.492691 +100 925965.337390 +101 922280.802577 +102 932331.270888 +103 940778.202030 +104 949753.153309 +105 954750.677254 +106 957670.849534 +107 958558.814053 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,MLP,1.0273284912109375,"96 -16551.351744 +97 34864.530115 +98 36793.564215 +99 32884.269548 +100 53134.196571 +101 228088.764589 +102 49151.186596 +103 96373.229350 +104 109844.801252 +105 122729.046858 +106 153114.868593 +107 195823.252913 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,IPTU,MLP,1.1959331035614014,"90 -7427.080336 +91 -16321.209029 +92 -16885.656090 +93 -22070.166566 +94 -29496.929454 +95 -38389.254233 +96 -57960.904210 +97 -79322.556336 +98 -100314.129103 +99 -130422.180670 +100 -170194.730961 +101 -221850.239168 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ISS,XGBoost,1.8955936431884766,"96 12585.343750 +97 14027.267578 +98 17581.332031 +99 17450.619141 +100 17534.974609 +101 17550.376953 +102 17515.455078 +103 17519.388672 +104 17525.041016 +105 17517.910156 +106 17525.041016 +107 17525.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ITBI,SARIMAX,3.399907112121582,"78 1327.289307 +79 2622.962646 +80 4915.230957 +81 2782.737061 +82 4819.577637 +83 6620.746582 +84 6512.637207 +85 4042.551758 +86 4095.383301 +87 4115.402344 +88 1577.491943 +89 1555.715820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,MLP,0.7706565856933594,"96 403539.412126 +97 396005.725943 +98 412009.218735 +99 426284.026058 +100 451019.112093 +101 444038.276173 +102 456714.596869 +103 473996.722918 +104 480147.107402 +105 483127.062185 +106 475185.309723 +107 481895.451183 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,MLP,1.1541283130645752,"90 5029.588578 +91 -1529.055662 +92 15874.154800 +93 17657.860112 +94 21139.238859 +95 41876.595093 +96 25509.720741 +97 29583.938608 +98 39622.413582 +99 47256.906657 +100 54585.224720 +101 39218.418390 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,IPTU,SES,1.3764925003051758,"85 30213.277344 +86 21597.625000 +87 29872.941406 +88 171941.265625 +89 33431.519531 +90 80888.882812 +91 37198.320312 +92 41669.703125 +93 36804.066406 +94 36421.375000 +95 16869.681641 +96 16081.256836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ISS,SARIMAX,0.9417979717254639,"88 35228.253906 +89 35026.273438 +90 35283.753906 +91 34074.976562 +92 34861.945312 +93 34717.371094 +94 34717.371094 +95 34856.707031 +96 34157.652344 +97 35413.492188 +98 35630.953125 +99 35630.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ITBI,XGBoost,0.9928243160247803,"87 105588.335938 +88 58148.707031 +89 59898.679688 +90 146809.203125 +91 60838.203125 +92 60838.203125 +93 149028.750000 +94 59776.625000 +95 58847.601562 +96 62589.093750 +97 62589.093750 +98 58847.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,MLP,0.9119918346405029,"88 8.863960e+05 +89 8.854048e+05 +90 9.069352e+05 +91 9.327814e+05 +92 9.688234e+05 +93 9.609790e+05 +94 9.787493e+05 +95 9.954671e+05 +96 1.008333e+06 +97 1.016656e+06 +98 1.017893e+06 +99 1.026902e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,MLP,1.147538423538208,"88 -16647.267429 +89 34737.198417 +90 27466.634557 +91 12771.417059 +92 22229.477319 +93 139548.179356 +94 31643.398069 +95 66367.095164 +96 69628.231775 +97 67874.399724 +98 82586.902953 +99 92295.972633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,IPTU,XGBoost,0.891707181930542,"79 11136.791992 +80 21100.203125 +81 31021.917969 +82 10038.615234 +83 12041.375977 +84 11442.748047 +85 6867.884766 +86 7430.540039 +87 6994.964844 +88 9273.063477 +89 9692.689453 +90 9536.900391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ISS,MLP,2.014373779296875,"88 -1.525403e+04 +89 6.298290e+04 +90 1.802756e+04 +91 -4.056025e+05 +92 -3.495812e+05 +93 -3.334639e+05 +94 -1.972889e+05 +95 -5.250722e+05 +96 -5.741849e+05 +97 6.251167e+05 +98 7.467915e+05 +99 1.031441e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ITBI,XGBoost,2.2416839599609375,"88 17947.005859 +89 9052.254883 +90 5953.985352 +91 8049.781250 +92 7220.291016 +93 5823.245117 +94 10327.237305 +95 6186.954590 +96 5907.101562 +97 5290.265137 +98 6432.645020 +99 7857.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,MLP,1.6722288131713867,"88 581308.914348 +89 601046.388801 +90 605106.199106 +91 633083.802513 +92 623674.818166 +93 616802.429413 +94 635070.759144 +95 647395.620163 +96 646811.760079 +97 648299.570957 +98 646964.012305 +99 652173.133945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,MLP,1.0462632179260254,"80 1.184768e+05 +81 1.271332e+05 +82 8.322779e+04 +83 1.555762e+05 +84 2.456464e+05 +85 3.346564e+05 +86 3.467077e+05 +87 4.385971e+05 +88 5.580284e+05 +89 7.398063e+05 +90 9.669660e+05 +91 1.155675e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,1.343627691268921,"93 21859.744141 +94 30472.394531 +95 25825.406250 +96 25540.603516 +97 26856.164062 +98 31492.427734 +99 30995.986328 +100 32009.736328 +101 21366.988281 +102 23097.236328 +103 21735.847656 +104 32009.736328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ISS,XGBoost,1.9906175136566162,"96 60660.910156 +97 83226.765625 +98 74343.601562 +99 78011.109375 +100 88773.343750 +101 88791.914062 +102 65384.566406 +103 65362.515625 +104 65362.515625 +105 65362.515625 +106 65362.515625 +107 65362.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ITBI,MLP,3.1620724201202393,"96 35781.679756 +97 26298.161270 +98 17802.996949 +99 25170.359995 +100 22376.922426 +101 17689.722376 +102 15463.374065 +103 18526.950983 +104 23139.887301 +105 18634.632669 +106 19680.738233 +107 22102.922215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,MLP,0.9169778823852539,"96 742594.074918 +97 730314.813451 +98 740454.006696 +99 761088.208133 +100 773277.387302 +101 766080.568815 +102 776494.587965 +103 785082.791036 +104 795369.470624 +105 800251.687355 +106 804759.567181 +107 803636.026075 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,XGBoost,1.0933449268341064,"96 41451.613281 +97 37605.589844 +98 37605.589844 +99 39232.187500 +100 37795.941406 +101 309599.843750 +102 41450.332031 +103 56758.964844 +104 61807.675781 +105 61386.886719 +106 62239.386719 +107 226459.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,IPTU,SARIMAX,1.0349500179290771,"91 6939.602051 +92 8496.429688 +93 5636.432617 +94 5528.987305 +95 5048.005371 +96 9400.856445 +97 5160.204102 +98 4975.257324 +99 22603.705078 +100 23317.080078 +101 9815.967773 +102 4633.234863 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ISS,SARIMAX,1.5721726417541504,"96 13642.681641 +97 13635.228516 +98 14159.410156 +99 13655.900391 +100 13655.900391 +101 13715.335938 +102 16745.125000 +103 16759.847656 +104 15127.432617 +105 13028.561523 +106 13043.284180 +107 13328.505859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ITBI,MLP,1.6027395725250244,"92 6178.352501 +93 5553.457089 +94 5499.868647 +95 8520.256934 +96 8913.574083 +97 5538.956047 +98 7094.429297 +99 7628.130431 +100 8174.338559 +101 6944.192707 +102 6043.153785 +103 7300.069306 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,MLP,1.16274094581604,"96 414751.619876 +97 430829.954159 +98 409536.475868 +99 425777.101625 +100 429184.312861 +101 423802.706409 +102 430022.967067 +103 432618.528567 +104 430853.790767 +105 436459.846972 +106 438571.789089 +107 436339.201822 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,MLP,1.1732697486877441,"89 -9255.576486 +90 6943.043355 +91 34619.891975 +92 40892.303056 +93 48684.385475 +94 103510.393448 +95 53433.560176 +96 79732.121777 +97 112911.931096 +98 143249.514559 +99 178697.294866 +100 176000.261870 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,IPTU,SES,1.6280088424682617,"88 46162.503906 +89 32495.332031 +90 73357.023438 +91 26422.562500 +92 16695.013672 +93 19049.753906 +94 30865.677734 +95 31084.035156 +96 46703.621094 +97 40549.628906 +98 23853.234375 +99 39746.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ISS,MLP,1.1315999031066895,"88 393101.242854 +89 -50663.187687 +90 257599.341838 +91 194047.933255 +92 308351.731644 +93 154623.615933 +94 -116648.282401 +95 640522.403131 +96 169323.278549 +97 159462.427884 +98 -40777.296117 +99 157538.942113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ITBI,MLP,1.0145175457000732,"88 24310.434085 +89 21710.972905 +90 10825.169877 +91 14902.834490 +92 13077.003674 +93 14106.356194 +94 9716.760702 +95 6718.073741 +96 9282.082397 +97 9658.720334 +98 9456.908401 +99 8556.008312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,MLP,1.812978982925415,"88 588210.049805 +89 579806.588399 +90 590265.470556 +91 606637.432135 +92 620515.333969 +93 611523.833954 +94 621527.231832 +95 630193.211591 +96 638372.847174 +97 643083.149268 +98 645946.192677 +99 649308.405131 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,HWES,1.731034278869629,"81 70660.984375 +82 61450.804688 +83 156407.562500 +84 136472.828125 +85 136889.437500 +86 202993.984375 +87 102840.476562 +88 102314.000000 +89 92619.093750 +90 92619.093750 +91 91484.718750 +92 185774.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,IPTU,AR,2.2255842685699463,"93 10102.202148 +94 10152.542969 +95 4424.720215 +96 4661.304199 +97 5228.325195 +98 6185.848633 +99 18024.015625 +100 18024.015625 +101 6103.990234 +102 8057.406738 +103 4847.118652 +104 4737.434082 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ISS,SARIMAX,0.8623230457305908,"96 44535.945312 +97 44524.648438 +98 43756.593750 +99 44561.992188 +100 44376.515625 +101 45371.125000 +102 44411.500000 +103 44411.500000 +104 45329.468750 +105 44411.500000 +106 44374.156250 +107 43034.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ITBI,XGBoost,1.1816303730010986,"96 6737.496582 +97 7544.652832 +98 10564.758789 +99 15538.467773 +100 12721.915039 +101 9296.891602 +102 9406.445312 +103 11114.699219 +104 9295.300781 +105 7984.037109 +106 8940.833008 +107 10077.833984 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,MLP,1.7546122074127197,"96 446080.832488 +97 468387.991911 +98 463806.204458 +99 475321.187819 +100 485708.519727 +101 471207.719914 +102 487019.542159 +103 488631.711471 +104 491764.175353 +105 493055.960066 +106 492755.458843 +107 496155.239689 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,MLP,2.4976847171783447,"96 26643.384893 +97 124800.167556 +98 81810.683413 +99 88912.368084 +100 131016.802960 +101 326058.344388 +102 181266.963125 +103 236325.887979 +104 274731.110722 +105 327536.489764 +106 404733.562230 +107 438672.540167 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,IPTU,HWES,3.7717418670654297,"96 9001.368164 +97 7781.832520 +98 7830.370605 +99 8805.709961 +100 9563.703125 +101 13119.816406 +102 6690.583496 +103 13113.540039 +104 13312.977539 +105 6715.200195 +106 6460.865723 +107 12947.665039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ISS,XGBoost,0.9976329803466797,"96 16511.960938 +97 14531.374023 +98 10351.806641 +99 10074.041016 +100 12131.907227 +101 10351.806641 +102 8089.380371 +103 8102.515137 +104 8555.825195 +105 7865.070312 +106 8551.013672 +107 9659.283203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ITBI,XGBoost,1.626058578491211,"96 19133.328125 +97 19360.570312 +98 14352.966797 +99 19453.859375 +100 13124.714844 +101 15513.058594 +102 10187.193359 +103 12617.325195 +104 10199.683594 +105 11736.112305 +106 20500.896484 +107 10250.967773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,MLP,1.0905334949493408,"96 274329.710093 +97 274104.997080 +98 274108.483004 +99 281205.041764 +100 288783.466675 +101 285378.707703 +102 287012.226187 +103 294005.029365 +104 294341.599996 +105 297934.451938 +106 300752.773843 +107 297288.770586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,MLP,1.0662508010864258,"96 13208.397279 +97 40017.109988 +98 16432.911124 +99 17144.137283 +100 777.661439 +101 59768.625422 +102 31533.603500 +103 33559.913664 +104 38871.078700 +105 44531.957574 +106 47462.238453 +107 58538.717860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,AR,1.9619286060333252,"96 108857.562500 +97 111603.257812 +98 110070.093750 +99 111345.609375 +100 105009.609375 +101 175768.359375 +102 175789.968750 +103 175835.250000 +104 175275.296875 +105 176036.296875 +106 175476.328125 +107 298950.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ISS,MLP,0.989560604095459,"96 59544.429591 +97 61135.652557 +98 60086.356756 +99 61680.090667 +100 62316.375589 +101 57566.550647 +102 62825.601467 +103 61636.345877 +104 62706.240022 +105 61621.877304 +106 61328.719818 +107 64588.469052 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,SES,1.7339982986450195,"96 58553.410156 +97 39660.988281 +98 40095.250000 +99 53999.707031 +100 47803.308594 +101 51446.832031 +102 32465.533203 +103 64828.777344 +104 31962.167969 +105 32480.283203 +106 43073.156250 +107 38333.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,MLP,1.4515042304992676,"96 779556.299465 +97 762585.024852 +98 786270.856222 +99 813342.564308 +100 845898.390888 +101 818421.247403 +102 837413.578184 +103 855014.585860 +104 862947.969546 +105 864198.671142 +106 857264.041039 +107 867844.037688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.737898349761963,"96 48840.386719 +97 37318.589844 +98 36370.363281 +99 36370.363281 +100 36579.753906 +101 449865.312500 +102 52539.980469 +103 885.088013 +104 12732.810547 +105 13612.583984 +106 12732.810547 +107 398954.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,IPTU,XGBoost,1.5186567306518555,"86 1073.867432 +87 1140.454468 +88 1073.867432 +89 1370.490479 +90 1134.667969 +91 1118.625244 +92 1024.137695 +93 1028.361938 +94 1028.361938 +95 1028.068604 +96 960.580017 +97 1155.024170 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ISS,HWES,1.3227314949035645,"92 3951.112305 +93 2344.535400 +94 3967.653564 +95 2347.115234 +96 3547.802246 +97 3513.899658 +98 3908.408691 +99 2943.812012 +100 2746.188232 +101 1991.632202 +102 3996.227539 +103 3757.286133 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ITBI,XGBoost,1.832019567489624,"88 48757.187500 +89 48748.820312 +90 48772.757812 +91 48768.203125 +92 48721.191406 +93 48772.757812 +94 48772.757812 +95 48748.820312 +96 48748.820312 +97 48772.757812 +98 48772.757812 +99 48748.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,MLP,1.9363348484039307,"92 348526.212851 +93 363575.124490 +94 333695.434600 +95 351756.636066 +96 361670.572462 +97 358093.817278 +98 360908.383378 +99 359523.456774 +100 364957.287863 +101 368555.278705 +102 368710.636279 +103 370032.243426 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,MLP,3.219684362411499,"90 5762.768959 +91 13043.705367 +92 15713.187831 +93 14836.380444 +94 20209.042644 +95 30443.953288 +96 22392.684344 +97 30336.080058 +98 35412.020029 +99 39381.523003 +100 45864.905450 +101 33721.307513 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,IPTU,MLP,1.183025598526001,"84 -9067.099472 +85 -12146.430337 +86 -15898.856888 +87 -21177.659499 +88 -36254.477723 +89 -56366.075230 +90 -44908.698757 +91 -53412.857007 +92 -63652.147971 +93 -75646.512819 +94 -91900.863214 +95 -109343.154017 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ISS,XGBoost,1.507859706878662,"96 17839.021484 +97 13745.386719 +98 15821.206055 +99 15602.123047 +100 15853.636719 +101 15668.480469 +102 15690.375000 +103 15957.534180 +104 15957.534180 +105 16000.290039 +106 15935.639648 +107 15231.424805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ITBI,Prophet,1.6912765502929688,"94 11861.570312 +95 3568.968506 +96 13988.757812 +97 4957.492188 +98 5312.409180 +99 2866.267090 +100 11227.685547 +101 4879.678711 +102 10963.690430 +103 4172.421875 +104 3990.437988 +105 4605.501953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,MLP,1.1028845310211182,"96 315042.195721 +97 312967.883347 +98 319654.031915 +99 328019.568543 +100 339023.729184 +101 333699.240263 +102 340044.291222 +103 345405.383688 +104 349529.033833 +105 352008.326113 +106 352298.075153 +107 355569.236537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,MLP,1.1272673606872559,"95 -2605.291284 +96 14836.452966 +97 9501.794661 +98 12015.580877 +99 18221.694175 +100 82314.050829 +101 18479.298844 +102 33015.893753 +103 32359.765116 +104 34251.103487 +105 41299.104425 +106 27096.681233 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,XGBoost,1.4786720275878906,"96 537644.812500 +97 174781.375000 +98 164533.968750 +99 149925.703125 +100 150117.421875 +101 171565.968750 +102 561119.437500 +103 515342.687500 +104 515342.687500 +105 515534.375000 +106 515534.375000 +107 515342.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ISS,MLP,2.394512414932251,"96 62461.876054 +97 70030.463624 +98 55663.456167 +99 65128.186699 +100 64145.581352 +101 45098.808314 +102 71432.669765 +103 63145.913857 +104 77820.004374 +105 70255.374415 +106 71620.901059 +107 93887.321085 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,MLP,1.665827751159668,"96 27697.490921 +97 27297.842737 +98 28073.770940 +99 28059.461624 +100 32781.122858 +101 28387.236945 +102 30722.509509 +103 31418.633217 +104 32315.613217 +105 33060.017501 +106 32582.688880 +107 33618.456953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,MLP,1.7973244190216064,"96 604491.338985 +97 591082.601427 +98 613734.925225 +99 631105.979768 +100 667603.750585 +101 611483.876234 +102 645355.316253 +103 666903.362531 +104 669553.199857 +105 670075.853620 +106 652376.706804 +107 691369.345613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,MLP,1.4814867973327637,"96 34278.917792 +97 102990.407465 +98 117610.047703 +99 87794.920993 +100 144713.092620 +101 491294.976195 +102 175251.565713 +103 239265.372885 +104 265825.964974 +105 274483.627788 +106 334526.055487 +107 360108.862224 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,IPTU,AR,1.1616640090942383,"96 3373.809814 +97 2847.605225 +98 -984.568542 +99 -500.061127 +100 2202.908203 +101 2249.563232 +102 2749.940186 +103 666.221680 +104 2350.221436 +105 2922.416504 +106 1348.291138 +107 1348.291138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ISS,XGBoost,1.9101660251617432,"96 22859.386719 +97 20331.314453 +98 20314.990234 +99 19171.744141 +100 20513.152344 +101 22876.138672 +102 19563.509766 +103 20487.343750 +104 18806.550781 +105 22852.814453 +106 18806.550781 +107 20383.150391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ITBI,SARIMAX,0.8497562408447266,"96 37215.195312 +97 33629.503906 +98 36869.558594 +99 39078.191406 +100 32331.417969 +101 39078.191406 +102 39139.953125 +103 39139.953125 +104 40367.054688 +105 39139.953125 +106 40187.511719 +107 39139.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,MLP,1.8830256462097168,"96 414577.302347 +97 400270.138768 +98 400063.506440 +99 505312.742994 +100 477720.630364 +101 461796.389243 +102 486761.815099 +103 506402.695328 +104 527733.566519 +105 514508.955675 +106 515359.287179 +107 526535.910388 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,XGBoost,3.0781469345092773,"96 102101.875000 +97 97526.179688 +98 97701.117188 +99 98246.554688 +100 98246.554688 +101 259711.015625 +102 259711.015625 +103 251688.265625 +104 224666.906250 +105 224738.234375 +106 224666.906250 +107 259711.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,IPTU,SARIMAX,0.8454616069793701,"89 119539.593750 +90 110900.875000 +91 115264.203125 +92 79695.140625 +93 81056.804688 +94 78816.453125 +95 95959.468750 +96 95959.468750 +97 103052.617188 +98 104498.953125 +99 110909.593750 +100 110909.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ISS,Prophet,0.960120439529419,"96 223435.265625 +97 253632.453125 +98 284906.468750 +99 283706.312500 +100 214801.109375 +101 367913.812500 +102 285185.218750 +103 285101.500000 +104 314209.031250 +105 314125.312500 +106 285101.500000 +107 367818.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ITBI,XGBoost,2.342012405395508,"96 86154.320312 +97 63308.179688 +98 88180.539062 +99 88594.710938 +100 78286.789062 +101 88755.734375 +102 101648.289062 +103 85092.304688 +104 101648.289062 +105 78286.789062 +106 78286.789062 +107 86128.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,MLP,2.0856070518493652,"96 1.381263e+06 +97 1.358898e+06 +98 1.369050e+06 +99 1.408073e+06 +100 1.413443e+06 +101 1.425196e+06 +102 1.437248e+06 +103 1.447062e+06 +104 1.467923e+06 +105 1.478427e+06 +106 1.491943e+06 +107 1.476071e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,XGBoost,2.1222786903381348,"96 73296.656250 +97 71369.632812 +98 70714.101562 +99 50489.210938 +100 33016.652344 +101 374991.343750 +102 60658.257812 +103 64810.246094 +104 141889.843750 +105 65272.242188 +106 64990.957031 +107 374991.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,IPTU,SARIMAX,1.4346871376037598,"94 19036.599609 +95 28034.410156 +96 18402.392578 +97 8925.350586 +98 7149.856445 +99 25800.638672 +100 20902.931641 +101 20844.517578 +102 18503.578125 +103 4278.548340 +104 1653.838867 +105 18523.759766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ISS,MLP,1.357856273651123,"96 66619.636422 +97 62656.784253 +98 60743.974779 +99 61800.355078 +100 63866.035197 +101 60142.322725 +102 61595.459427 +103 63300.379928 +104 66081.932767 +105 65381.963170 +106 63785.434898 +107 67988.423886 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ITBI,XGBoost,1.139807939529419,"96 41187.414062 +97 183707.171875 +98 232493.937500 +99 33079.121094 +100 48900.871094 +101 124142.171875 +102 31663.150391 +103 42126.359375 +104 218427.703125 +105 188730.890625 +106 132857.156250 +107 43050.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,MLP,0.8986148834228516,"96 9.824848e+05 +97 9.854957e+05 +98 1.007640e+06 +99 1.023575e+06 +100 1.081976e+06 +101 1.024436e+06 +102 1.051981e+06 +103 1.065336e+06 +104 1.069635e+06 +105 1.073740e+06 +106 1.059645e+06 +107 1.088519e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,AR,1.0467240810394287,"96 34698.105469 +97 22423.537109 +98 10883.422852 +99 20335.109375 +100 105567.882812 +101 240652.031250 +102 24784.144531 +103 42901.929688 +104 37463.191406 +105 42448.445312 +106 103359.640625 +107 241788.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,MLP,1.2712898254394531,"83 -11286.874623 +84 -16046.743144 +85 -24451.022546 +86 -36093.301917 +87 -67323.844873 +88 -77544.054603 +89 -114079.904965 +90 -158722.621419 +91 -220761.777281 +92 -306102.584094 +93 -429277.275666 +94 -580965.788978 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,XGBoost,1.2013359069824219,"96 13217.399414 +97 15139.862305 +98 14624.377930 +99 15139.862305 +100 14975.150391 +101 14346.265625 +102 21400.455078 +103 20164.876953 +104 15159.099609 +105 15159.099609 +106 15044.606445 +107 14920.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,XGBoost,0.8922791481018066,"86 16153.389648 +87 4450.482910 +88 39748.535156 +89 9342.668945 +90 25798.804688 +91 13584.114258 +92 30111.140625 +93 10438.796875 +94 9965.137695 +95 1389.545288 +96 26616.978516 +97 4001.631592 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,MLP,1.7947449684143066,"96 1.075126e+06 +97 1.073254e+06 +98 1.098166e+06 +99 1.121982e+06 +100 1.169942e+06 +101 1.130000e+06 +102 1.157126e+06 +103 1.175698e+06 +104 1.184396e+06 +105 1.189775e+06 +106 1.182380e+06 +107 1.205943e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,XGBoost,2.660285711288452,"92 28546.576172 +93 24573.386719 +94 24369.230469 +95 25473.328125 +96 18402.419922 +97 121295.085938 +98 37263.226562 +99 37971.812500 +100 37512.757812 +101 33391.226562 +102 43566.980469 +103 137008.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,IPTU,SES,2.187041997909546,"73 4619.661621 +74 3322.274658 +75 3698.530762 +76 3768.393311 +77 58354.519531 +78 4783.430176 +79 5140.982422 +80 4417.349609 +81 5887.341797 +82 6244.893555 +83 1419.185669 +84 4386.329102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ISS,MLP,1.7400708198547363,"88 -18464.072901 +89 -22964.397575 +90 -52656.555847 +91 -64154.079090 +92 -35517.906202 +93 -171099.706680 +94 -16287.944064 +95 -13659.423265 +96 43431.734902 +97 83267.207403 +98 57900.936629 +99 341283.076775 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ITBI,Prophet,0.9686181545257568,"75 16766.017578 +76 38419.027344 +77 11478.990234 +78 9513.287109 +79 14982.053711 +80 29127.220703 +81 28327.632812 +82 4707.258301 +83 36842.835938 +84 34321.210938 +85 24200.291016 +86 7203.733398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,MLP,1.4948856830596924,"88 334502.533416 +89 330915.347575 +90 335321.114745 +91 344853.194660 +92 351338.148585 +93 353333.086149 +94 357584.144312 +95 362000.785751 +96 367843.402204 +97 371714.269010 +98 375165.282454 +99 375150.587119 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,SARIMAX,1.443613052368164,"84 50836.347656 +85 49388.382812 +86 38913.902344 +87 50303.402344 +88 50303.402344 +89 101306.015625 +90 49080.007812 +91 61573.105469 +92 59512.042969 +93 61573.105469 +94 61573.105469 +95 101306.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,IPTU,HWES,1.1245720386505127,"86 63270.136719 +87 8246.978516 +88 5519.815918 +89 966.958679 +90 5865.159668 +91 9988.772461 +92 124597.757812 +93 28419.111328 +94 28419.111328 +95 36076.179688 +96 25919.416016 +97 29864.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ISS,MLP,0.9869542121887207,"96 129202.494232 +97 130405.688286 +98 131431.661403 +99 133329.320326 +100 135845.809391 +101 133023.889217 +102 134371.389537 +103 135773.811009 +104 137319.474932 +105 138087.604859 +106 138561.719703 +107 141737.676083 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ITBI,MLP,1.1712737083435059,"96 55418.031426 +97 47559.358185 +98 48056.805304 +99 51597.574870 +100 52368.543435 +101 60784.803398 +102 54444.417555 +103 56259.608832 +104 57657.976471 +105 58421.479567 +106 59250.657784 +107 58134.238365 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,MLP,1.098093032836914,"96 1.035885e+06 +97 1.015506e+06 +98 1.023297e+06 +99 1.051201e+06 +100 1.058209e+06 +101 1.061897e+06 +102 1.071040e+06 +103 1.079636e+06 +104 1.095587e+06 +105 1.103981e+06 +106 1.113892e+06 +107 1.105634e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,XGBoost,1.155385971069336,"96 272347.75000 +97 270217.78125 +98 272347.75000 +99 272347.75000 +100 265776.46875 +101 915897.06250 +102 557519.25000 +103 475134.00000 +104 481075.21875 +105 481075.21875 +106 481075.21875 +107 774022.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,AR,1.0917139053344727,"73 2370.501709 +74 2351.386719 +75 2374.607910 +76 4117.620605 +77 2311.098145 +78 4239.427734 +79 914.741577 +80 951.089783 +81 951.089783 +82 968.993347 +83 958.572632 +84 957.368835 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ISS,MLP,1.027827501296997,"96 18154.954617 +97 20149.164916 +98 24358.143929 +99 21503.147747 +100 27811.895445 +101 6493.134180 +102 19081.174484 +103 17785.375839 +104 13332.944588 +105 12776.681040 +106 4455.253694 +107 17514.739109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,XGBoost,3.0349841117858887,"79 2526.152344 +80 1048.398804 +81 1793.841064 +82 2371.337158 +83 3593.281738 +84 1530.363770 +85 3631.465820 +86 5013.237305 +87 1398.436768 +88 1528.276489 +89 1483.561401 +90 1853.056641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,MLP,2.2850844860076904,"96 378989.532967 +97 370304.399784 +98 376521.632601 +99 386032.868878 +100 394084.579678 +101 378957.631150 +102 387480.719828 +103 392699.793246 +104 396186.314149 +105 396696.249506 +106 395868.195457 +107 399447.717031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,MLP,1.623969554901123,"89 8988.186592 +90 23405.733098 +91 30694.740846 +92 37266.289516 +93 56313.431438 +94 93691.153564 +95 72342.213133 +96 96692.214766 +97 120896.276918 +98 150287.356438 +99 189211.142697 +100 207767.770848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,IPTU,MLP,1.1258974075317383,"95 16684.211451 +96 -105633.077146 +97 24334.102838 +98 -8006.986307 +99 28778.998686 +100 89310.091471 +101 -71560.827093 +102 -157085.675209 +103 -78802.109821 +104 -104470.881730 +105 -107585.115105 +106 -106465.977134 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ISS,SARIMAX,1.206214189529419,"96 1233899.875 +97 1233899.875 +98 1233899.875 +99 1233899.875 +100 1233899.875 +101 1233899.875 +102 1233899.875 +103 1233899.875 +104 1233899.875 +105 1233899.875 +106 1233899.875 +107 1233899.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ITBI,MLP,1.6776857376098633,"96 143270.877859 +97 123684.823062 +98 162639.236509 +99 113540.491529 +100 137636.081755 +101 153313.957010 +102 148626.233056 +103 159422.650443 +104 148502.381692 +105 167970.706127 +106 170948.367941 +107 169355.823807 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,MLP,2.808473587036133,"96 1.878045e+06 +97 1.846601e+06 +98 1.854784e+06 +99 1.901162e+06 +100 1.912082e+06 +101 1.927008e+06 +102 1.938280e+06 +103 1.956581e+06 +104 1.984883e+06 +105 2.003216e+06 +106 2.025391e+06 +107 2.013321e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,AR,2.7946019172668457,"96 4.852395e+05 +97 5.085142e+05 +98 4.627531e+05 +99 6.513077e+05 +100 3.797566e+05 +101 1.488945e+06 +102 9.574415e+05 +103 1.013545e+06 +104 9.553882e+05 +105 1.183735e+06 +106 9.555216e+05 +107 7.592507e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,IPTU,SARIMAX,1.7284343242645264,"93 770105.125000 +94 107260.054688 +95 100750.765625 +96 102040.320312 +97 102557.312500 +98 66567.164062 +99 803817.437500 +100 84135.226562 +101 84135.226562 +102 84135.226562 +103 84135.226562 +104 99805.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ISS,HWES,1.6840429306030273,"96 218662.156250 +97 267572.562500 +98 194924.984375 +99 292150.906250 +100 140558.296875 +101 292150.906250 +102 141122.453125 +103 148311.156250 +104 293883.500000 +105 140304.406250 +106 294751.218750 +107 141122.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ITBI,XGBoost,2.159675359725952,"95 26799.037109 +96 20457.253906 +97 26249.656250 +98 20550.500000 +99 29351.140625 +100 21627.296875 +101 31858.751953 +102 26414.355469 +103 31829.347656 +104 26629.175781 +105 21993.337891 +106 27268.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,MLP,2.133516311645508,"96 591676.459986 +97 577942.915868 +98 582264.387324 +99 597455.591054 +100 602425.030439 +101 595699.413666 +102 601568.581185 +103 606374.056733 +104 614429.671787 +105 617793.713880 +106 621921.302279 +107 618670.840471 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,XGBoost,1.7247788906097412,"96 165067.078125 +97 148258.921875 +98 168571.578125 +99 140925.625000 +100 127180.031250 +101 688389.000000 +102 334682.000000 +103 166898.765625 +104 284289.093750 +105 221759.625000 +106 216031.000000 +107 688389.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,IPTU,SARIMAX,1.7522945404052734,"89 8461.826172 +90 2274.951416 +91 2274.951416 +92 1165.109009 +93 1131.539307 +94 1038.942261 +95 8212.923828 +96 3929.516357 +97 3200.656006 +98 3348.824219 +99 3510.110596 +100 3470.402100 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ISS,MLP,0.9828345775604248,"96 35170.267113 +97 33691.508478 +98 33521.517442 +99 31454.755724 +100 32595.453082 +101 23465.083719 +102 25528.299418 +103 25014.578220 +104 23570.207230 +105 23288.792576 +106 20688.586834 +107 25147.920489 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ITBI,SES,1.1456096172332764,"75 6335.344727 +76 5175.010254 +77 6335.344727 +78 5175.010254 +79 8539.078125 +80 3791.660156 +81 3806.300293 +82 3791.660156 +83 3684.145264 +84 3791.660156 +85 5850.230957 +86 4669.370117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,XGBoost,1.0060689449310303,"96 272471.21875 +97 298997.90625 +98 275947.75000 +99 276129.40625 +100 275947.75000 +101 299179.59375 +102 276129.40625 +103 298997.90625 +104 275036.93750 +105 275036.93750 +106 275036.93750 +107 298997.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,MLP,1.2134718894958496,"96 9337.211008 +97 20267.527529 +98 19134.885618 +99 18476.604368 +100 26948.291514 +101 96249.093791 +102 35293.151093 +103 47517.771271 +104 53167.673591 +105 58964.052874 +106 71855.699277 +107 85732.058425 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,IPTU,HWES,1.9022753238677979,"96 18704.605469 +97 16495.402344 +98 18330.447266 +99 16742.212891 +100 3973.562012 +101 7514.513672 +102 8471.999023 +103 8423.939453 +104 8331.674805 +105 9107.020508 +106 8752.474609 +107 7477.097656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ISS,SARIMAX,1.713869571685791,"96 83648.273438 +97 83648.273438 +98 83648.273438 +99 83720.421875 +100 83693.539062 +101 83648.273438 +102 83648.273438 +103 83648.273438 +104 83648.273438 +105 83648.273438 +106 83648.273438 +107 83648.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ITBI,XGBoost,1.0456697940826416,"95 18066.259766 +96 17748.968750 +97 13852.907227 +98 5374.176270 +99 12405.248047 +100 8829.977539 +101 22547.900391 +102 18127.552734 +103 13185.702148 +104 14461.990234 +105 18256.314453 +106 17908.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,MLP,0.9493939876556396,"96 475696.309909 +97 474363.227119 +98 482924.418801 +99 492292.383622 +100 508321.001583 +101 489469.706932 +102 498974.334715 +103 504195.930212 +104 507127.988445 +105 508681.643884 +106 506786.476326 +107 513662.790551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,MLP,1.2063586711883545,"93 73430.893961 +94 43573.230399 +95 17619.168687 +96 24454.993246 +97 45001.510218 +98 110525.657094 +99 91812.440320 +100 102335.322623 +101 108768.377364 +102 140914.241251 +103 186685.456549 +104 224386.722429 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,IPTU,SARIMAX,1.0588181018829346,"77 160894.390625 +78 13072.909180 +79 13072.909180 +80 6618.476562 +81 4546.312012 +82 4054.180420 +83 9394.757812 +84 2094.371094 +85 2094.371094 +86 1782.545776 +87 1918.910522 +88 1279.797241 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ISS,MLP,1.0560355186462402,"96 48308.267490 +97 56989.538624 +98 49960.262119 +99 51999.453285 +100 53504.701532 +101 54735.040346 +102 56627.070064 +103 56697.620015 +104 55069.299774 +105 57390.209424 +106 58227.013427 +107 58635.932937 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ITBI,XGBoost,0.9093315601348877,"81 26809.222656 +82 23999.318359 +83 24070.435547 +84 23757.406250 +85 23448.154297 +86 22574.558594 +87 22901.150391 +88 22910.820312 +89 22910.820312 +90 22910.820312 +91 22901.150391 +92 22910.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,MLP,0.964942216873169,"96 506513.887968 +97 491713.003509 +98 510005.574762 +99 537490.379654 +100 525853.056543 +101 526570.245582 +102 534604.288146 +103 544531.179886 +104 551233.687706 +105 547209.144190 +106 548069.622591 +107 549448.502123 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,SARIMAX,1.250460147857666,"96 52002.250000 +97 -19045.257812 +98 17006.226562 +99 -19239.089844 +100 52018.558594 +101 293530.968750 +102 95925.101562 +103 45347.550781 +104 29613.457031 +105 45347.550781 +106 81226.539062 +107 134993.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,IPTU,HWES,2.0096325874328613,"96 15508.498047 +97 15586.781250 +98 10359.471680 +99 10733.641602 +100 8099.651855 +101 9773.060547 +102 45827.167969 +103 46200.113281 +104 64844.953125 +105 64865.078125 +106 25700.945312 +107 59075.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ISS,MLP,3.060861110687256,"96 19913.183894 +97 18483.455717 +98 18229.280978 +99 17289.991457 +100 17049.037266 +101 16376.028024 +102 16189.783547 +103 16340.730986 +104 16084.631017 +105 16177.763669 +106 16074.358196 +107 16226.359109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ITBI,SARIMAX,0.9579253196716309,"96 19334.181641 +97 9751.615234 +98 12797.806641 +99 7514.607910 +100 14718.520508 +101 12326.030273 +102 21245.082031 +103 16795.076172 +104 11572.639648 +105 21624.349609 +106 12525.398438 +107 14630.466797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,MLP,1.010166883468628,"96 603702.958849 +97 601924.663149 +98 610933.037229 +99 620031.115894 +100 638560.200614 +101 622297.120631 +102 631232.307414 +103 637666.343134 +104 641385.292779 +105 644292.329553 +106 643467.096501 +107 651386.878757 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,SARIMAX,2.0382046699523926,"96 17036.472656 +97 13582.708008 +98 10343.853516 +99 13540.343750 +100 10684.099609 +101 63432.667969 +102 15411.901367 +103 16130.464844 +104 18749.656250 +105 19999.324219 +106 27980.927734 +107 90253.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,IPTU,HWES,1.6811931133270264,"85 10021.507812 +86 18003.019531 +87 17078.650391 +88 9082.775391 +89 9103.705078 +90 9246.997070 +91 9227.368164 +92 4329.983887 +93 4314.404297 +94 1618.201050 +95 1236.398193 +96 1262.471436 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ISS,XGBoost,1.951709270477295,"96 8960.156250 +97 7770.330566 +98 6513.136719 +99 8220.718750 +100 6427.687500 +101 5628.523926 +102 5788.532227 +103 10262.533203 +104 8020.647461 +105 7966.453613 +106 8020.647461 +107 9306.442383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ITBI,MLP,0.8979718685150146,"94 13244.122302 +95 6543.258103 +96 6957.925584 +97 7342.976196 +98 1490.880034 +99 2153.946011 +100 2410.596042 +101 1680.092037 +102 990.513643 +103 -165.500020 +104 -171.344722 +105 -339.147412 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,MLP,1.0835402011871338,"96 490936.631733 +97 489757.215836 +98 499910.319376 +99 508965.055741 +100 527059.230461 +101 510231.033255 +102 520322.799832 +103 526778.428475 +104 529572.759783 +105 531545.297773 +106 529229.477675 +107 537600.387991 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,MLP,1.4256134033203125,"96 -10934.033517 +97 15147.331042 +98 13697.062156 +99 7661.338449 +100 20287.496896 +101 121647.757839 +102 20700.260443 +103 41785.626362 +104 48955.814190 +105 54872.910308 +106 72289.342278 +107 80429.468406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,IPTU,AR,2.451646327972412,"96 233307.484375 +97 162949.281250 +98 169722.984375 +99 57472.984375 +100 123936.679688 +101 107569.328125 +102 185527.406250 +103 102187.843750 +104 109700.687500 +105 119023.804688 +106 85820.476562 +107 144099.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ISS,XGBoost,1.8887939453125,"96 1445038.750 +97 1451446.000 +98 1448951.125 +99 1521290.500 +100 1527057.125 +101 1564888.500 +102 1697240.250 +103 1686583.875 +104 1619906.750 +105 1680099.125 +106 1696855.875 +107 1651400.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ITBI,XGBoost,1.2111141681671143,"95 114432.812500 +96 132046.500000 +97 138087.281250 +98 51142.750000 +99 106851.429688 +100 90810.468750 +101 108500.359375 +102 114403.421875 +103 31380.607422 +104 83038.218750 +105 88982.132812 +106 109477.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,MLP,0.9463498592376709,"96 2.301829e+06 +97 2.270024e+06 +98 2.291344e+06 +99 2.337703e+06 +100 2.374749e+06 +101 2.342114e+06 +102 2.369068e+06 +103 2.390335e+06 +104 2.415829e+06 +105 2.431388e+06 +106 2.444017e+06 +107 2.452743e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,XGBoost,1.100710153579712,"96 87904.078125 +97 95909.093750 +98 92823.085938 +99 84178.625000 +100 84109.148438 +101 264619.531250 +102 108975.648438 +103 110936.718750 +104 110936.718750 +105 139592.812500 +106 139592.812500 +107 264619.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,IPTU,XGBoost,1.0070037841796875,"95 3006.134521 +96 2995.793213 +97 3424.761963 +98 3473.777832 +99 3426.410889 +100 3343.621582 +101 1748.594849 +102 1439.490967 +103 678.482056 +104 782.191711 +105 -1061.327881 +106 -1080.894409 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ISS,MLP,1.1764776706695557,"96 23127.614740 +97 23076.478458 +98 23366.721405 +99 23146.793274 +100 24632.274190 +101 22645.867966 +102 24408.322832 +103 24604.325750 +104 24865.705670 +105 24896.129118 +106 25538.035450 +107 25494.561286 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ITBI,XGBoost,1.364654541015625,"94 17254.966797 +95 10203.481445 +96 10431.511719 +97 17457.693359 +98 10410.895508 +99 10682.123047 +100 9871.596680 +101 10694.427734 +102 10122.208008 +103 9871.596680 +104 10193.353516 +105 10193.353516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,MLP,1.0639910697937012,"96 831373.558643 +97 820830.387345 +98 832055.844265 +99 852681.687257 +100 867722.861135 +101 860182.124117 +102 870850.526737 +103 879415.762451 +104 889176.140081 +105 894078.800212 +106 897655.088298 +107 897294.303115 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,SARIMAX,1.880763292312622,"96 18186.076172 +97 21154.771484 +98 24334.962891 +99 23022.095703 +100 22982.667969 +101 89017.046875 +102 27821.628906 +103 24494.302734 +104 108374.460938 +105 28726.792969 +106 28483.615234 +107 114092.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,1.157836675643921,"87 4737.457520 +88 2856.282227 +89 2794.321289 +90 8503.291016 +91 6001.257812 +92 6448.206543 +93 6896.430176 +94 6692.172363 +95 6615.899902 +96 7793.073730 +97 4640.456543 +98 8348.108398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ISS,XGBoost,1.875457525253296,"96 18475.796875 +97 21668.343750 +98 22851.173828 +99 18825.015625 +100 17134.888672 +101 15970.883789 +102 15970.883789 +103 18817.611328 +104 15967.867188 +105 17639.169922 +106 18825.015625 +107 17152.341797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ITBI,XGBoost,0.9782757759094238,"95 25235.867188 +96 21570.943359 +97 25434.349609 +98 32281.650391 +99 25002.601562 +100 33766.746094 +101 23069.244141 +102 23069.244141 +103 33766.746094 +104 23069.244141 +105 33766.746094 +106 23069.244141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,MLP,1.107473611831665,"96 404742.549857 +97 394562.913901 +98 398736.514673 +99 413234.531353 +100 414608.471863 +101 419940.742736 +102 423868.357336 +103 428160.138566 +104 436112.659455 +105 439476.483781 +106 444409.221416 +107 437919.714780 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,XGBoost,2.0250027179718018,"96 17885.785156 +97 8527.688477 +98 8784.958984 +99 10585.924805 +100 8658.843750 +101 73138.492188 +102 21263.585938 +103 13463.748047 +104 8112.100586 +105 16097.950195 +106 13277.944336 +107 78472.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,IPTU,MLP,1.4476807117462158,"96 56666.268834 +97 29629.700718 +98 29449.378748 +99 36029.785784 +100 4785.934473 +101 -48594.983859 +102 11745.947888 +103 3362.349500 +104 -4159.481676 +105 -12371.480932 +106 -29778.609904 +107 -54055.181229 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ISS,MLP,0.8706121444702148,"96 151172.485028 +97 158933.171960 +98 168033.616420 +99 196948.624631 +100 187353.236097 +101 154995.082384 +102 169066.254954 +103 172443.791305 +104 182005.457136 +105 193281.339603 +106 176554.103753 +107 173871.496501 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ITBI,XGBoost,1.0916249752044678,"96 83640.062500 +97 162179.265625 +98 146120.421875 +99 86615.609375 +100 86530.078125 +101 86698.664062 +102 86581.328125 +103 86581.328125 +104 86698.664062 +105 86698.664062 +106 86615.609375 +107 86581.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,MLP,1.6304972171783447,"96 712789.493752 +97 705829.905957 +98 718483.741698 +99 739487.169929 +100 756876.628658 +101 751491.877468 +102 763068.228838 +103 773106.283071 +104 783523.104578 +105 789108.862196 +106 792753.738971 +107 793972.442182 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,XGBoost,2.222654342651367,"96 105784.429688 +97 105468.507812 +98 88235.554688 +99 87060.640625 +100 84296.273438 +101 248043.093750 +102 220499.203125 +103 220499.203125 +104 200596.656250 +105 200596.656250 +106 200596.656250 +107 220499.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,IPTU,SARIMAX,2.584829807281494,"93 13542.147461 +94 9276.681641 +95 10976.825195 +96 12747.765625 +97 13785.174805 +98 11156.632812 +99 6425.808105 +100 12963.704102 +101 11077.147461 +102 8459.173828 +103 6784.000000 +104 11077.147461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ISS,SES,1.230381965637207,"96 58176.324219 +97 58163.589844 +98 60726.484375 +99 68946.906250 +100 66256.835938 +101 69575.507812 +102 140099.875000 +103 140099.875000 +104 140059.406250 +105 140099.875000 +106 140099.875000 +107 140091.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ITBI,SES,1.7653820514678955,"96 22591.806641 +97 24235.177734 +98 22953.470703 +99 22783.810547 +100 23616.941406 +101 27110.335938 +102 29250.156250 +103 29370.476562 +104 25563.863281 +105 22913.185547 +106 25137.679688 +107 26128.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,MLP,1.701883316040039,"96 470177.435550 +97 457032.684628 +98 455687.341567 +99 468448.747093 +100 465028.427346 +101 475406.710670 +102 474995.101344 +103 476106.845795 +104 484288.012895 +105 489025.682442 +106 495035.521389 +107 486933.582112 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,XGBoost,0.9596104621887207,"95 44933.312500 +96 41914.871094 +97 50025.761719 +98 50354.636719 +99 49022.628906 +100 275328.062500 +101 47767.039062 +102 55383.066406 +103 100185.070312 +104 100185.070312 +105 100185.070312 +106 180328.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,IPTU,XGBoost,1.730936050415039,"86 2715.284424 +87 21434.673828 +88 2392.858154 +89 2433.317383 +90 2747.268555 +91 2731.169678 +92 2628.037598 +93 21430.828125 +94 2268.060791 +95 2268.060791 +96 1767.094604 +97 2163.432617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ISS,XGBoost,1.530315637588501,"96 11705.313477 +97 11414.625000 +98 24620.638672 +99 14966.189453 +100 13372.096680 +101 15082.304688 +102 14955.082031 +103 14767.331055 +104 16604.568359 +105 14426.693359 +106 14767.331055 +107 14767.331055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ITBI,XGBoost,1.018920660018921,"89 22600.785156 +90 41659.714844 +91 12338.001953 +92 31248.417969 +93 20098.146484 +94 26221.191406 +95 40532.851562 +96 17780.097656 +97 39361.488281 +98 20605.490234 +99 32750.910156 +100 29354.097656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,MLP,0.9795804023742676,"96 389808.681285 +97 387573.894655 +98 395735.870937 +99 407049.758827 +100 418225.070665 +101 415426.977456 +102 421159.572057 +103 426325.035947 +104 430799.095303 +105 432945.310541 +106 433493.349171 +107 434131.207276 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,SARIMAX,1.0415675640106201,"96 29963.445312 +97 28975.505859 +98 28993.107422 +99 24867.597656 +100 28993.107422 +101 85581.039062 +102 65265.347656 +103 65302.511719 +104 65302.511719 +105 57964.015625 +106 65302.511719 +107 85559.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,XGBoost,2.0848662853240967,"95 4394.144531 +96 6561.527344 +97 7488.492188 +98 6174.978516 +99 6097.415527 +100 6224.749023 +101 19188.091797 +102 12493.676758 +103 12163.915039 +104 5534.752441 +105 4830.476074 +106 5431.732910 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,XGBoost,1.2168269157409668,"96 20715.404297 +97 18132.441406 +98 20350.222656 +99 15444.728516 +100 15570.501953 +101 14851.923828 +102 9612.096680 +103 10452.285156 +104 10452.285156 +105 9467.328125 +106 12524.959961 +107 12524.959961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,XGBoost,0.8829977512359619,"96 115814.914062 +97 29961.951172 +98 99390.687500 +99 103380.281250 +100 58415.878906 +101 34235.562500 +102 257841.437500 +103 63342.777344 +104 304743.062500 +105 343634.343750 +106 63776.613281 +107 292286.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,MLP,1.1917462348937988,"96 839525.294630 +97 831173.155161 +98 854348.814703 +99 862106.981236 +100 874504.448895 +101 898692.738386 +102 906343.858749 +103 916123.376535 +104 930625.505251 +105 941926.681290 +106 952605.122235 +107 948286.410440 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.3843414783477783,"96 17827.814453 +97 14764.155273 +98 10610.083008 +99 8437.258789 +100 6448.009277 +101 50781.257812 +102 13102.149414 +103 14764.155273 +104 15176.944336 +105 14452.858398 +106 14373.225586 +107 50781.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,IPTU,XGBoost,1.0790719985961914,"95 5.712778e+06 +96 1.021443e+06 +97 9.106527e+05 +98 9.689063e+05 +99 5.283466e+06 +100 9.232845e+06 +101 1.175555e+07 +102 1.175555e+07 +103 1.175555e+07 +104 1.175555e+07 +105 1.175555e+07 +106 1.175555e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,1.229149341583252,"96 2366713.75 +97 2369690.00 +98 2368338.75 +99 2299541.25 +100 2369825.75 +101 2369825.75 +102 2299541.25 +103 2299541.25 +104 2299541.25 +105 2369825.75 +106 2299541.25 +107 2299541.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ITBI,SARIMAX,0.9613168239593506,"96 645231.0625 +97 683755.0000 +98 657655.4375 +99 669336.8125 +100 942283.0000 +101 816039.6875 +102 942368.0000 +103 687875.2500 +104 735460.3125 +105 687875.2500 +106 816039.6875 +107 692647.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,MLP,1.075319766998291,"96 7.149870e+06 +97 7.044580e+06 +98 7.112488e+06 +99 7.271633e+06 +100 7.370516e+06 +101 7.303570e+06 +102 7.380066e+06 +103 7.441130e+06 +104 7.524347e+06 +105 7.569987e+06 +106 7.610669e+06 +107 7.604077e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,MLP,2.298234462738037,"96 3.894094e+05 +97 1.255521e+06 +98 1.321152e+06 +99 1.112507e+06 +100 1.755729e+06 +101 6.188033e+06 +102 2.395928e+06 +103 3.408046e+06 +104 4.015862e+06 +105 4.542262e+06 +106 5.712128e+06 +107 6.592099e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,IPTU,MLP,2.035400629043579,"96 15405.779923 +97 9385.598589 +98 3778.873653 +99 18539.194345 +100 15992.053245 +101 17928.109046 +102 21387.967027 +103 19582.313926 +104 17837.369375 +105 23442.889858 +106 24294.910423 +107 25113.661727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ISS,SARIMAX,3.8154611587524414,"96 24230.218750 +97 23652.087891 +98 24996.044922 +99 25244.246094 +100 24637.443359 +101 24985.019531 +102 25244.246094 +103 23412.140625 +104 24637.035156 +105 25244.246094 +106 24985.019531 +107 24985.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ITBI,XGBoost,1.797194004058838,"88 7284.054199 +89 9820.996094 +90 6200.205566 +91 16094.500977 +92 14351.924805 +93 16063.187500 +94 15634.325195 +95 6522.454590 +96 8317.361328 +97 7427.197754 +98 13536.833984 +99 13716.286133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,MLP,2.1779472827911377,"96 561191.387135 +97 555103.714127 +98 560778.447016 +99 573121.922012 +100 582523.500200 +101 580722.202442 +102 586212.399635 +103 591398.739967 +104 598198.529812 +105 602438.204712 +106 605803.104904 +107 605812.658888 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,SARIMAX,2.0550036430358887,"96 30344.214844 +97 15573.995117 +98 15573.995117 +99 17437.501953 +100 6432.072754 +101 124523.828125 +102 31316.277344 +103 26823.781250 +104 31401.365234 +105 41993.980469 +106 59487.941406 +107 131760.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,IPTU,AR,1.257127046585083,"96 126818.476562 +97 126223.750000 +98 93730.648438 +99 102239.507812 +100 124004.250000 +101 108728.726562 +102 106148.250000 +103 105364.921875 +104 80385.218750 +105 63686.117188 +106 97322.765625 +107 64836.707031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ISS,MLP,1.0033340454101562,"96 1.858993e+05 +97 7.342601e+04 +98 -1.580186e+05 +99 -4.630623e+05 +100 -9.488809e+05 +101 -1.539446e+06 +102 -2.287294e+06 +103 -3.551820e+06 +104 -5.332714e+06 +105 -7.878395e+06 +106 -1.147320e+07 +107 -1.662364e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ITBI,SARIMAX,1.3813762664794922,"96 187835.453125 +97 220835.000000 +98 177531.375000 +99 186426.906250 +100 187411.937500 +101 177623.328125 +102 187411.937500 +103 187411.937500 +104 187411.937500 +105 177623.328125 +106 187411.937500 +107 187411.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,MLP,1.055997371673584,"96 1.727099e+06 +97 1.704216e+06 +98 1.718462e+06 +99 1.750048e+06 +100 1.767189e+06 +101 1.746032e+06 +102 1.763176e+06 +103 1.773193e+06 +104 1.787370e+06 +105 1.794483e+06 +106 1.801553e+06 +107 1.798808e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,MLP,1.3815579414367676,"96 2.413605e+04 +97 2.133156e+05 +98 1.965305e+05 +99 1.493702e+05 +100 2.523042e+05 +101 1.052755e+06 +102 2.959275e+05 +103 4.549779e+05 +104 5.048589e+05 +105 5.311964e+05 +106 6.622789e+05 +107 8.151448e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,IPTU,SARIMAX,1.7118473052978516,"94 1648.198120 +95 9499.362305 +96 1696.466431 +97 1715.328247 +98 2100.485107 +99 2183.705811 +100 1240.980591 +101 9962.824219 +102 1688.603149 +103 1531.386597 +104 1952.598877 +105 2214.407227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ISS,SARIMAX,1.2825629711151123,"96 189419.296875 +97 189580.265625 +98 173192.062500 +99 189728.578125 +100 173192.062500 +101 189728.578125 +102 189728.578125 +103 189728.578125 +104 189728.578125 +105 173192.062500 +106 189728.578125 +107 173192.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ITBI,MLP,0.9428684711456299,"95 35703.166294 +96 32620.810395 +97 36557.784151 +98 24124.807898 +99 29822.229246 +100 32020.418983 +101 31079.301079 +102 29891.421958 +103 28470.371293 +104 29385.564792 +105 30816.131753 +106 29896.569885 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,MLP,0.9735431671142578,"96 514197.362581 +97 513039.907923 +98 520656.048776 +99 516806.399381 +100 558119.686966 +101 518715.673529 +102 529585.047111 +103 533086.599388 +104 532075.465920 +105 533782.489433 +106 513126.730228 +107 534951.473455 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,MLP,1.118981122970581,"96 29625.587381 +97 69733.978376 +98 58774.624985 +99 52696.425842 +100 98566.444799 +101 246310.355143 +102 108427.356755 +103 142544.661460 +104 157747.502529 +105 170230.298816 +106 204648.407472 +107 221749.744674 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,IPTU,AR,1.5631663799285889,"96 5707.936035 +97 5826.794922 +98 6696.519531 +99 4411.857910 +100 4423.951660 +101 4370.054199 +102 5643.755859 +103 5643.755859 +104 5643.755859 +105 4181.059570 +106 3971.031006 +107 3971.031006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ISS,XGBoost,1.2901833057403564,"96 43585.246094 +97 54108.179688 +98 55916.097656 +99 68101.257812 +100 64110.636719 +101 62848.023438 +102 58779.613281 +103 58779.613281 +104 62848.023438 +105 58779.613281 +106 53593.453125 +107 53593.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ITBI,XGBoost,2.117680072784424,"96 19055.070312 +97 10897.354492 +98 11420.094727 +99 12842.926758 +100 18763.523438 +101 11593.730469 +102 19899.244141 +103 25194.232422 +104 20536.931641 +105 24802.039062 +106 19913.931641 +107 20543.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,MLP,1.3694462776184082,"96 528264.263527 +97 526538.125019 +98 535185.627920 +99 543875.873824 +100 559153.125167 +101 545589.021954 +102 554576.597768 +103 560407.311591 +104 563895.117274 +105 566353.238939 +106 565931.940399 +107 572535.098791 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,MLP,1.0473566055297852,"96 16989.423682 +97 47864.138433 +98 71675.952297 +99 59859.480482 +100 108437.514653 +101 303905.908439 +102 126632.586161 +103 170834.574577 +104 208707.000474 +105 231776.957369 +106 294645.858698 +107 326091.977278 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,IPTU,HWES,2.1598334312438965,"96 8916.794922 +97 22098.466797 +98 14119.701172 +99 14177.009766 +100 16427.996094 +101 20251.794922 +102 7287.026367 +103 20983.960938 +104 7373.250977 +105 9140.364258 +106 11908.042969 +107 17821.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ISS,MLP,1.110844612121582,"96 51871.732963 +97 64424.267829 +98 51515.018148 +99 63057.707575 +100 73048.228315 +101 47917.090739 +102 64565.956887 +103 56115.996776 +104 66227.785827 +105 58855.905662 +106 49534.181749 +107 67545.444888 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ITBI,AR,1.431870937347412,"96 48274.484375 +97 40273.078125 +98 24683.255859 +99 31505.933594 +100 17668.830078 +101 21921.373047 +102 26487.535156 +103 42835.359375 +104 50302.625000 +105 24970.005859 +106 26500.251953 +107 25912.550781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,MLP,0.9626200199127197,"96 647614.823739 +97 647021.503541 +98 659268.283334 +99 672553.038818 +100 692895.418808 +101 683736.712210 +102 693665.890559 +103 701702.132291 +104 707241.989910 +105 710850.496469 +106 710946.766663 +107 716935.919991 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,SARIMAX,1.1673014163970947,"95 92855.125000 +96 72657.242188 +97 80538.109375 +98 68592.234375 +99 68515.437500 +100 291224.625000 +101 217698.781250 +102 176497.890625 +103 170533.875000 +104 176497.890625 +105 176497.890625 +106 291224.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,IPTU,HWES,1.326488971710205,"95 697927.4375 +96 700923.4375 +97 679316.7500 +98 594363.0625 +99 661458.1875 +100 656531.8125 +101 646797.3125 +102 548623.2500 +103 499322.3125 +104 499322.3125 +105 506016.0000 +106 514475.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ISS,MLP,1.006035327911377,"96 6.008323e+05 +97 6.401479e+05 +98 6.609518e+05 +99 7.175948e+05 +100 7.246550e+05 +101 7.682681e+05 +102 8.100999e+05 +103 8.435593e+05 +104 8.876897e+05 +105 9.319065e+05 +106 9.752796e+05 +107 1.022962e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ITBI,SARIMAX,1.588947057723999,"96 120384.218750 +97 132397.765625 +98 169056.328125 +99 172852.515625 +100 174650.812500 +101 169651.000000 +102 165413.390625 +103 125314.937500 +104 170314.562500 +105 170314.562500 +106 167518.812500 +107 127565.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,MLP,0.9928104877471924,"96 2.329894e+06 +97 2.294978e+06 +98 2.322942e+06 +99 2.371894e+06 +100 2.406510e+06 +101 2.388700e+06 +102 2.415542e+06 +103 2.438075e+06 +104 2.463564e+06 +105 2.477877e+06 +106 2.489434e+06 +107 2.492038e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,AR,1.3472657203674316,"96 7.639872e+05 +97 7.639872e+05 +98 7.720019e+05 +99 7.720019e+05 +100 7.720019e+05 +101 2.078342e+06 +102 2.077702e+06 +103 2.077702e+06 +104 1.965816e+06 +105 1.965816e+06 +106 1.965816e+06 +107 2.078342e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,IPTU,XGBoost,1.5433495044708252,"96 1.050662e+06 +97 1.038512e+06 +98 6.698631e+05 +99 7.659991e+05 +100 5.088905e+05 +101 5.364909e+05 +102 5.364909e+05 +103 5.364909e+05 +104 4.338948e+05 +105 4.338948e+05 +106 4.899398e+05 +107 4.811274e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ISS,MLP,1.062293529510498,"96 338733.710653 +97 329250.399439 +98 337968.883234 +99 339557.544757 +100 352922.504434 +101 343551.906742 +102 348765.924944 +103 351473.107458 +104 354969.252520 +105 357660.937935 +106 359345.645999 +107 358810.351849 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ITBI,XGBoost,1.0752923488616943,"96 8.262426e+05 +97 9.562427e+05 +98 9.084689e+05 +99 8.698126e+05 +100 8.741509e+05 +101 9.185408e+05 +102 1.012288e+06 +103 8.495316e+05 +104 9.040199e+05 +105 9.052357e+05 +106 9.052357e+05 +107 9.251478e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,MLP,1.0920627117156982,"96 602643.785829 +97 590324.364048 +98 604924.916795 +99 584394.687076 +100 653537.832264 +101 600584.406208 +102 618697.187436 +103 629390.464558 +104 631136.403262 +105 647895.140255 +106 625863.250252 +107 646367.752419 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,SARIMAX,1.7928204536437988,"95 228784.109375 +96 193974.359375 +97 204934.375000 +98 201836.375000 +99 150094.468750 +100 706050.875000 +101 331199.000000 +102 190416.062500 +103 329111.062500 +104 278928.031250 +105 279077.281250 +106 706283.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,IPTU,AR,1.4320087432861328,"96 4268.273926 +97 1921.387695 +98 1315.048950 +99 1159.965088 +100 1384.833618 +101 2191.032227 +102 3997.564697 +103 1166.431274 +104 4661.061523 +105 2041.745239 +106 5284.722168 +107 2073.838867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ISS,AR,1.503154993057251,"96 6872.487305 +97 9482.867188 +98 7563.842773 +99 9061.065430 +100 8040.000488 +101 7139.706543 +102 8042.504883 +103 8370.337891 +104 7433.976074 +105 6976.281250 +106 7706.533203 +107 8271.651367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ITBI,HWES,0.8440670967102051,"94 3610.509521 +95 4800.131348 +96 9682.765625 +97 3999.037354 +98 15402.355469 +99 8439.626953 +100 3195.685059 +101 3871.663574 +102 13505.997070 +103 5772.839355 +104 4040.091064 +105 7031.373535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,MLP,1.0479471683502197,"96 314288.773594 +97 313207.412279 +98 319457.400973 +99 324804.843548 +100 335019.443709 +101 323515.217988 +102 330079.436650 +103 333636.861340 +104 334920.481682 +105 335774.556999 +106 334355.510373 +107 339499.636396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,MLP,1.9972496032714844,"96 14529.095149 +97 29906.978736 +98 35473.997166 +99 35944.167169 +100 51036.444925 +101 132311.050913 +102 67690.827686 +103 89725.447712 +104 107737.738648 +105 126327.628769 +106 155059.636775 +107 182221.438561 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,IPTU,HWES,2.1914868354797363,"96 42556.742188 +97 42571.761719 +98 18061.861328 +99 10481.994141 +100 13180.229492 +101 13566.232422 +102 17000.058594 +103 16802.646484 +104 16287.611328 +105 12403.347656 +106 18374.548828 +107 16807.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ISS,XGBoost,2.126859188079834,"96 18006.955078 +97 18460.685547 +98 20432.218750 +99 26207.505859 +100 24396.392578 +101 24396.392578 +102 24278.433594 +103 23089.755859 +104 23607.861328 +105 23914.363281 +106 20193.113281 +107 20193.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ITBI,SARIMAX,2.0090818405151367,"96 32651.117188 +97 47091.320312 +98 26636.394531 +99 46984.332031 +100 25377.531250 +101 47086.050781 +102 47111.898438 +103 47094.726562 +104 32680.544922 +105 47094.726562 +106 46917.664062 +107 47094.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,MLP,1.1278462409973145,"96 732465.409526 +97 721574.801766 +98 735697.147887 +99 753161.766937 +100 771630.067091 +101 747994.151492 +102 763975.254297 +103 774358.069271 +104 780591.695027 +105 782916.412884 +106 782037.440203 +107 790588.189155 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,XGBoost,1.1149966716766357,"96 72156.062500 +97 71864.328125 +98 62731.425781 +99 62684.675781 +100 47495.601562 +101 161868.234375 +102 152925.875000 +103 152925.875000 +104 121364.156250 +105 121364.156250 +106 84162.015625 +107 161781.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,IPTU,SARIMAX,1.2656874656677246,"96 1.265043e+06 +97 3.477177e+05 +98 9.303695e+04 +99 9.132248e+04 +100 7.707433e+04 +101 4.876757e+04 +102 2.208950e+06 +103 5.989422e+05 +104 1.861725e+05 +105 1.847549e+05 +106 1.788819e+05 +107 1.110455e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ISS,SARIMAX,1.4983174800872803,"96 527851.8750 +97 575770.1875 +98 575920.6875 +99 574377.3125 +100 574377.3125 +101 575893.4375 +102 574350.0625 +103 573883.2500 +104 573883.2500 +105 573883.2500 +106 573883.2500 +107 573883.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ITBI,XGBoost,1.2277488708496094,"96 113041.375000 +97 96941.101562 +98 135530.750000 +99 79389.984375 +100 101430.859375 +101 108902.085938 +102 113096.226562 +103 96181.570312 +104 111562.148438 +105 98117.265625 +106 94962.820312 +107 96181.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,MLP,1.0020630359649658,"96 2.106336e+06 +97 2.073799e+06 +98 2.112458e+06 +99 2.151165e+06 +100 2.215174e+06 +101 2.073833e+06 +102 2.132576e+06 +103 2.153733e+06 +104 2.154551e+06 +105 2.147180e+06 +106 2.118932e+06 +107 2.162572e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,MLP,1.6794486045837402,"96 2.016997e+05 +97 4.532405e+05 +98 4.528775e+05 +99 4.839838e+05 +100 7.043186e+05 +101 2.211573e+06 +102 9.619098e+05 +103 1.276598e+06 +104 1.491274e+06 +105 1.763829e+06 +106 2.164581e+06 +107 2.463971e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,IPTU,HWES,1.3449230194091797,"89 1734.999390 +90 2368.194092 +91 856.920898 +92 1493.505493 +93 2731.132324 +94 1345.960327 +95 1405.115845 +96 2181.577637 +97 1631.023926 +98 1416.646851 +99 2065.843750 +100 1602.887573 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ISS,SARIMAX,1.2491717338562012,"96 68267.710938 +97 95316.898438 +98 97369.015625 +99 97369.015625 +100 97369.015625 +101 97369.015625 +102 97369.015625 +103 97369.015625 +104 97369.015625 +105 97369.015625 +106 97369.015625 +107 97369.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ITBI,XGBoost,1.2470970153808594,"89 6909.991699 +90 6548.655273 +91 8991.072266 +92 6364.214844 +93 22094.464844 +94 8876.114258 +95 9023.828125 +96 8884.229492 +97 19055.523438 +98 9003.247070 +99 9953.589844 +100 10380.786133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,MLP,1.0121285915374756,"96 427601.390971 +97 421978.053765 +98 427752.778402 +99 437533.560803 +100 445677.950327 +101 438454.328715 +102 444537.896292 +103 448869.960433 +104 453253.003201 +105 455366.941411 +106 456567.118025 +107 457577.613480 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,MLP,1.2039453983306885,"94 -21698.108356 +95 16980.411802 +96 851.502620 +97 -12676.907760 +98 4470.956779 +99 102843.986377 +100 -763.079935 +101 21911.322798 +102 16404.066100 +103 16054.356333 +104 30330.425636 +105 13703.282920 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,HWES,0.9942710399627686,"84 256405.625000 +85 178567.687500 +86 178921.843750 +87 177961.921875 +88 178068.328125 +89 178126.765625 +90 230307.796875 +91 230066.281250 +92 230066.281250 +93 230066.281250 +94 230122.703125 +95 230132.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ISS,MLP,1.7728264331817627,"96 33840.096831 +97 29825.057238 +98 30149.846085 +99 33308.388312 +100 29625.942595 +101 32507.695455 +102 27236.435756 +103 31690.615597 +104 34139.020792 +105 28193.877927 +106 32831.278297 +107 35393.238997 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,XGBoost,0.9461319446563721,"96 18216.375000 +97 13924.016602 +98 17840.621094 +99 14296.145508 +100 17799.470703 +101 18025.748047 +102 16254.735352 +103 19949.662109 +104 16055.282227 +105 19671.720703 +106 16416.513672 +107 16888.544922 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,MLP,1.9893901348114014,"96 630694.510935 +97 630798.215217 +98 643090.898108 +99 656372.595961 +100 677191.202230 +101 669024.988527 +102 678668.512792 +103 686738.168916 +104 692228.594514 +105 695793.326450 +106 695699.734741 +107 701567.266468 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,MLP,2.2193753719329834,"96 8790.590737 +97 50424.053458 +98 46445.731894 +99 45106.021053 +100 58402.867039 +101 222774.888515 +102 72965.664545 +103 108900.171245 +104 119455.091783 +105 130316.909187 +106 152341.022695 +107 191242.280533 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,IPTU,HWES,1.6898396015167236,"94 29791.126953 +95 31274.966797 +96 53031.941406 +97 38583.925781 +98 34919.222656 +99 36673.718750 +100 35656.566406 +101 37208.800781 +102 34893.265625 +103 35043.832031 +104 34111.183594 +105 35121.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ISS,SARIMAX,1.3655600547790527,"96 133881.562500 +97 133881.562500 +98 133881.562500 +99 126262.203125 +100 133881.562500 +101 133881.562500 +102 126262.203125 +103 126262.203125 +104 126262.203125 +105 126262.203125 +106 126262.203125 +107 126262.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ITBI,Prophet,1.5215139389038086,"96 76971.921875 +97 76971.921875 +98 36906.914062 +99 78354.906250 +100 68815.031250 +101 134928.609375 +102 55994.281250 +103 61135.183594 +104 136509.375000 +105 80706.867188 +106 80931.320312 +107 81732.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,MLP,1.0342719554901123,"96 1.764959e+06 +97 1.671136e+06 +98 1.713726e+06 +99 1.745156e+06 +100 1.784586e+06 +101 1.731239e+06 +102 1.744718e+06 +103 1.767750e+06 +104 1.777167e+06 +105 1.780508e+06 +106 1.776223e+06 +107 1.790126e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,MLP,1.9581961631774902,"89 158803.433834 +90 49254.273992 +91 15317.466705 +92 109298.999680 +93 74957.683188 +94 164461.828201 +95 130834.017313 +96 126127.814671 +97 137278.315243 +98 181318.633406 +99 183260.076753 +100 117398.471592 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,Prophet,2.067268133163452,"93 70883.210938 +94 70883.210938 +95 74582.773438 +96 11268.541016 +97 9946.070312 +98 23303.779297 +99 26121.660156 +100 33223.363281 +101 99484.468750 +102 73921.804688 +103 67769.929688 +104 13207.084961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,SARIMAX,2.37239933013916,"96 158853.234375 +97 165759.609375 +98 166116.796875 +99 150822.203125 +100 158250.828125 +101 157125.468750 +102 158040.328125 +103 159458.218750 +104 157013.343750 +105 158040.328125 +106 156819.281250 +107 157125.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,XGBoost,0.951141357421875,"96 19439.230469 +97 13384.035156 +98 14045.764648 +99 60648.250000 +100 19498.408203 +101 64721.421875 +102 13027.753906 +103 20440.531250 +104 23649.123047 +105 12754.481445 +106 18587.753906 +107 59900.722656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,MLP,0.9881038665771484,"96 820298.292746 +97 819426.309400 +98 832465.607365 +99 851088.027054 +100 870294.111190 +101 864631.038599 +102 875846.231755 +103 884132.554260 +104 892101.100531 +105 896193.675751 +106 897525.974546 +107 899143.907020 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,XGBoost,0.9653968811035156,"96 155262.875000 +97 156000.375000 +98 154266.156250 +99 154280.906250 +100 154280.906250 +101 502968.281250 +102 235240.890625 +103 241589.656250 +104 249663.968750 +105 241699.078125 +106 241699.078125 +107 358722.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,IPTU,XGBoost,1.1865227222442627,"93 26948.470703 +94 24726.046875 +95 41568.789062 +96 42561.988281 +97 49639.652344 +98 48829.984375 +99 48796.726562 +100 44605.179688 +101 63658.585938 +102 54967.437500 +103 58912.554688 +104 69686.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ISS,SARIMAX,1.5625016689300537,"96 51233.917969 +97 43485.929688 +98 52479.886719 +99 48999.824219 +100 48974.472656 +101 52537.132812 +102 52537.132812 +103 52425.472656 +104 52468.437500 +105 52409.863281 +106 52409.863281 +107 41662.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ITBI,MLP,1.0469605922698975,"96 65496.732361 +97 86839.490052 +98 108292.465308 +99 129227.208264 +100 162795.288088 +101 141849.838778 +102 175457.554738 +103 187401.761831 +104 204613.172343 +105 218841.047721 +106 226030.363664 +107 278404.716945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,MLP,1.0618257522583008,"96 549078.221037 +97 538412.503664 +98 545280.772922 +99 559294.839152 +100 568232.699092 +101 556777.852355 +102 565055.503931 +103 571078.649646 +104 577696.621229 +105 580394.188884 +106 582592.678938 +107 583350.880765 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,MLP,1.7523725032806396,"96 -32210.369343 +97 17174.861533 +98 7257.787660 +99 -28021.568712 +100 -18095.700179 +101 141466.531977 +102 -21573.146055 +103 9758.020223 +104 5989.744443 +105 -13491.183429 +106 -2481.743410 +107 6251.008752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,IPTU,AR,1.3313429355621338,"96 228768.359375 +97 260580.218750 +98 259493.156250 +99 246419.218750 +100 231784.578125 +101 246389.531250 +102 239156.234375 +103 247129.750000 +104 248307.250000 +105 248307.250000 +106 230344.671875 +107 246514.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ISS,SARIMAX,0.7682065963745117,"96 184820.671875 +97 183333.546875 +98 175603.375000 +99 174256.781250 +100 185010.656250 +101 178756.343750 +102 178756.343750 +103 174813.484375 +104 176157.218750 +105 176157.218750 +106 176713.906250 +107 176713.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ITBI,MLP,1.4848592281341553,"96 90703.008132 +97 87204.212644 +98 103767.037277 +99 95576.148152 +100 95086.404565 +101 95003.899187 +102 96421.127222 +103 99065.305661 +104 96050.084831 +105 96274.647007 +106 96797.092343 +107 97291.485227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,MLP,1.4811320304870605,"96 9.857744e+05 +97 9.630365e+05 +98 9.768337e+05 +99 1.000342e+06 +100 1.017972e+06 +101 1.015989e+06 +102 1.025176e+06 +103 1.041221e+06 +104 1.055493e+06 +105 1.063322e+06 +106 1.070098e+06 +107 1.075883e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,SARIMAX,1.0530674457550049,"92 70503.882812 +93 41025.054688 +94 42265.351562 +95 24529.693359 +96 21005.884766 +97 258810.515625 +98 91882.781250 +99 88666.390625 +100 88479.375000 +101 87914.234375 +102 103828.859375 +103 359128.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,IPTU,XGBoost,2.374995708465576,"79 13045.129883 +80 13045.129883 +81 12969.088867 +82 13009.659180 +83 12991.976562 +84 10463.887695 +85 10463.887695 +86 12982.238281 +87 10507.328125 +88 10482.547852 +89 10463.887695 +90 12999.920898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ISS,MLP,1.5779664516448975,"80 30578.176577 +81 46528.784398 +82 55418.264599 +83 -33107.807124 +84 -38435.724203 +85 41262.844862 +86 64618.514408 +87 60458.326185 +88 52711.084075 +89 147762.773662 +90 229247.273691 +91 213777.877691 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ITBI,MLP,1.5399456024169922,"80 49398.402957 +81 55164.222314 +82 57245.744018 +83 60622.316516 +84 63258.879668 +85 49713.778490 +86 58841.464622 +87 58277.936457 +88 58397.239476 +89 57592.716803 +90 55504.634781 +91 54551.613843 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,MLP,1.201791524887085,"80 603397.013611 +81 590760.498341 +82 592431.618727 +83 609659.330173 +84 607847.422984 +85 632785.659211 +86 637292.986437 +87 642814.758176 +88 655972.651341 +89 665234.732209 +90 676415.982985 +91 678180.529643 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,MLP,0.873197078704834,"80 27244.469162 +81 52748.760145 +82 47041.221448 +83 22167.938202 +84 43068.384025 +85 133300.359554 +86 78116.600666 +87 97664.947184 +88 101877.268448 +89 99839.985731 +90 117349.651257 +91 80249.983624 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,IPTU,SARIMAX,0.9765894412994385,"58 4312.354004 +59 4414.383789 +60 22763.556641 +61 20776.527344 +62 22376.058594 +63 4113.972168 +64 22384.105469 +65 4178.151855 +66 21134.066406 +67 2890.852295 +68 2890.852295 +69 4178.151855 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.815800428390503,"96 21208.562500 +97 21173.841797 +98 21259.552734 +99 21837.656250 +100 21837.656250 +101 21837.656250 +102 21837.656250 +103 21837.656250 +104 21837.656250 +105 21837.656250 +106 21837.656250 +107 21837.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ITBI,XGBoost,1.6228220462799072,"90 57885.433594 +91 54866.316406 +92 54844.921875 +93 55035.476562 +94 55030.445312 +95 55056.832031 +96 55031.843750 +97 55056.832031 +98 55014.371094 +99 55011.914062 +100 55014.371094 +101 55056.832031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,MLP,1.092162847518921,"96 282396.452500 +97 279702.316768 +98 283988.972752 +99 289526.476470 +100 296414.322695 +101 289202.819194 +102 293825.997791 +103 296778.739354 +104 298952.319226 +105 300099.464169 +106 300041.600304 +107 302342.509714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,MLP,1.1414775848388672,"94 -3175.998381 +95 9374.774900 +96 4239.726601 +97 -5468.214529 +98 4850.283717 +99 45059.584510 +100 5536.323984 +101 13004.577651 +102 13680.109947 +103 11768.053099 +104 21559.306552 +105 8407.868081 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,IPTU,SARIMAX,1.0690503120422363,"95 32638.357422 +96 3504.719482 +97 17175.990234 +98 4306.512695 +99 3257.789551 +100 3937.867920 +101 16780.316406 +102 3328.897461 +103 16780.316406 +104 2351.362793 +105 2627.561523 +106 2351.362793 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ISS,XGBoost,1.1439249515533447,"96 46106.101562 +97 44744.585938 +98 48884.507812 +99 48861.035156 +100 44933.714844 +101 45376.531250 +102 48273.265625 +103 56463.917969 +104 45785.140625 +105 48954.519531 +106 44781.687500 +107 45040.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ITBI,MLP,1.126598596572876,"94 2039.415777 +95 4726.885158 +96 7170.835168 +97 5919.896802 +98 6825.744333 +99 8456.496097 +100 9781.355642 +101 11206.878345 +102 11689.709400 +103 12885.909268 +104 13978.188674 +105 14554.050632 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,MLP,1.172351360321045,"96 1.288695e+06 +97 1.281788e+06 +98 1.295302e+06 +99 1.323116e+06 +100 1.341402e+06 +101 1.331757e+06 +102 1.348184e+06 +103 1.358553e+06 +104 1.372563e+06 +105 1.379805e+06 +106 1.385606e+06 +107 1.384111e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,AR,2.1245174407958984,"96 83374.234375 +97 79113.546875 +98 79104.937500 +99 80223.445312 +100 79104.937500 +101 274531.281250 +102 120851.859375 +103 120118.070312 +104 126502.882812 +105 126502.882812 +106 131773.515625 +107 274531.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,IPTU,AR,1.9905190467834473,"77 1569.802124 +78 1385.384033 +79 2252.720703 +80 5744.526367 +81 1492.054810 +82 1825.313477 +83 797.287598 +84 1400.765015 +85 1737.873169 +86 1359.750366 +87 1521.403442 +88 1680.562622 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ISS,HWES,1.7620739936828613,"96 12241.727539 +97 12553.708984 +98 13234.577148 +99 12313.599609 +100 10905.879883 +101 9532.723633 +102 18827.857422 +103 12389.778320 +104 12285.222656 +105 8150.235840 +106 7717.734375 +107 7512.338867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ITBI,XGBoost,1.5939793586730957,"91 21092.314453 +92 13110.483398 +93 12883.832031 +94 13088.547852 +95 21382.826172 +96 20860.763672 +97 11860.266602 +98 14101.854492 +99 12672.386719 +100 12672.386719 +101 12185.739258 +102 11885.192383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,MLP,1.050718069076538,"96 304064.067832 +97 298101.459872 +98 302045.211159 +99 309171.790109 +100 314356.792359 +101 307849.090219 +102 312156.092882 +103 315318.277115 +104 318649.557844 +105 320084.739991 +106 321019.460997 +107 321630.898732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,MLP,0.8824765682220459,"96 10629.383322 +97 38283.832240 +98 35578.889335 +99 24154.287062 +100 62822.714128 +101 157452.949981 +102 95441.988310 +103 142380.306109 +104 184228.227390 +105 232824.827073 +106 329095.278045 +107 394251.870983 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,IPTU,Prophet,1.143674373626709,"90 563067.43750 +91 527185.37500 +92 275564.75000 +93 275651.40625 +94 274319.87500 +95 275462.09375 +96 524587.18750 +97 524587.18750 +98 275728.25000 +99 275728.25000 +100 275445.37500 +101 275728.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ISS,MLP,0.9407029151916504,"96 90435.250977 +97 100465.689503 +98 93491.828880 +99 87477.854736 +100 90903.834910 +101 87229.868100 +102 92302.109262 +103 83164.920311 +104 88996.606662 +105 94869.041472 +106 92120.682445 +107 96369.405987 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ITBI,MLP,1.117276668548584,"96 81991.112761 +97 76423.845993 +98 95641.222678 +99 86172.442434 +100 80495.016144 +101 52253.191456 +102 56925.746623 +103 53261.269638 +104 37413.297553 +105 28832.027915 +106 20958.788228 +107 26563.943443 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,MLP,2.5333614349365234,"96 1.016227e+06 +97 1.010391e+06 +98 1.030052e+06 +99 1.054845e+06 +100 1.082395e+06 +101 1.067817e+06 +102 1.082839e+06 +103 1.094235e+06 +104 1.102823e+06 +105 1.106586e+06 +106 1.106068e+06 +107 1.109905e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,XGBoost,2.5935122966766357,"96 51596.675781 +97 42131.613281 +98 33938.945312 +99 33411.742188 +100 32382.750000 +101 437081.812500 +102 48104.750000 +103 37967.921875 +104 70116.898438 +105 69949.851562 +106 70465.148438 +107 446197.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,SARIMAX,1.3438544273376465,"93 7678.603516 +94 13863.518555 +95 14321.800781 +96 14461.129883 +97 30233.783203 +98 21750.578125 +99 20223.167969 +100 21542.060547 +101 22057.263672 +102 21216.683594 +103 33049.628906 +104 32898.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,SES,2.988041877746582,"96 16872.707031 +97 14655.702148 +98 16798.820312 +99 13430.519531 +100 13295.476562 +101 15079.699219 +102 17455.318359 +103 15053.626953 +104 16908.935547 +105 16872.707031 +106 16710.041016 +107 16710.041016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,XGBoost,2.9178240299224854,"94 17040.013672 +95 18289.642578 +96 18355.941406 +97 17192.736328 +98 15524.426758 +99 15550.724609 +100 17140.263672 +101 19324.681641 +102 19324.681641 +103 16045.271484 +104 20085.664062 +105 19875.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,MLP,1.2218058109283447,"96 624364.978113 +97 619373.126302 +98 627794.651627 +99 638327.702743 +100 653131.435779 +101 637663.797266 +102 646966.051083 +103 652911.941415 +104 657272.797673 +105 659933.101410 +106 660013.860148 +107 665498.253656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,SARIMAX,1.5546715259552002,"96 37843.644531 +97 24455.333984 +98 24480.779297 +99 20617.882812 +100 11615.719727 +101 88320.382812 +102 39141.000000 +103 39992.265625 +104 40551.359375 +105 36698.734375 +106 25292.996094 +107 105498.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,IPTU,HWES,1.363710880279541,"86 82487.867188 +87 73010.367188 +88 28294.742188 +89 31124.273438 +90 28781.582031 +91 26784.085938 +92 78010.062500 +93 77041.250000 +94 32905.847656 +95 67894.679688 +96 196280.484375 +97 198671.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ISS,MLP,2.197793960571289,"96 135030.814157 +97 138514.821245 +98 139295.350624 +99 143779.535998 +100 148232.598927 +101 144448.800854 +102 161145.345809 +103 152432.971210 +104 152901.436915 +105 152731.454061 +106 159976.805517 +107 165859.621995 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ITBI,XGBoost,1.8349902629852295,"96 13945.663086 +97 11628.032227 +98 14059.070312 +99 14908.418945 +100 14037.049805 +101 12661.791016 +102 10398.193359 +103 13323.678711 +104 10553.333008 +105 9727.649414 +106 8470.179688 +107 7499.018066 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,MLP,1.6057965755462646,"96 413111.001048 +97 409696.725645 +98 416240.491237 +99 424830.938288 +100 435946.702629 +101 427218.310730 +102 433799.981785 +103 438659.688192 +104 442519.951892 +105 444817.907704 +106 445137.030247 +107 448513.834723 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,MLP,1.3981149196624756,"96 -12451.362825 +97 11876.941111 +98 -3753.167723 +99 -19216.160899 +100 459.644169 +101 77077.255254 +102 -3647.647114 +103 12223.868910 +104 7429.092001 +105 2116.363099 +106 13539.783956 +107 18229.143981 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.6454715728759766,"96 181251.750000 +97 181603.500000 +98 15083.626953 +99 10520.284180 +100 9037.058594 +101 10621.557617 +102 183295.828125 +103 183295.828125 +104 12451.364258 +105 11212.774414 +106 16611.765625 +107 11212.774414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ISS,MLP,1.4744718074798584,"96 36985.683826 +97 35825.406153 +98 38843.132445 +99 39106.883034 +100 24389.264886 +101 34303.597554 +102 29891.564257 +103 31100.045947 +104 27691.448521 +105 25751.150700 +106 38513.816552 +107 29366.756727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ITBI,SARIMAX,1.0199968814849854,"96 29279.255859 +97 25479.568359 +98 27185.027344 +99 27427.552734 +100 26409.857422 +101 24996.382812 +102 28638.041016 +103 19684.595703 +104 26243.509766 +105 26503.443359 +106 26503.443359 +107 26503.443359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,MLP,1.2593753337860107,"96 522864.796613 +97 512760.272209 +98 517326.362042 +99 531570.350564 +100 536473.042188 +101 536391.437768 +102 541733.937992 +103 546678.475812 +104 554873.728267 +105 559255.360163 +106 564233.871226 +107 561233.297464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,AR,1.1271626949310303,"96 89289.593750 +97 89304.132812 +98 89304.132812 +99 89289.593750 +100 95125.593750 +101 199151.750000 +102 199151.750000 +103 199151.750000 +104 199072.296875 +105 199072.296875 +106 186125.593750 +107 199151.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,IPTU,HWES,1.3087050914764404,"96 17942.080078 +97 19073.179688 +98 17502.201172 +99 20009.607422 +100 15975.117188 +101 16069.840820 +102 15975.117188 +103 24526.587891 +104 24336.562500 +105 16544.656250 +106 20866.558594 +107 21136.349609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ISS,XGBoost,1.509836196899414,"96 22699.712891 +97 22989.164062 +98 23188.453125 +99 22952.009766 +100 22828.697266 +101 32670.261719 +102 22582.955078 +103 22819.126953 +104 23195.300781 +105 22787.916016 +106 22787.916016 +107 32558.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ITBI,HWES,1.9333975315093994,"92 7764.048340 +93 12472.116211 +94 8430.598633 +95 7627.695312 +96 11696.180664 +97 8392.237305 +98 6235.563477 +99 9880.641602 +100 8096.931641 +101 7781.016113 +102 8999.290039 +103 9442.663086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,MLP,0.9549312591552734,"96 481442.924891 +97 472605.099003 +98 477034.013928 +99 489195.060669 +100 494162.366536 +101 491198.484639 +102 496347.297720 +103 500534.072218 +104 506964.976361 +105 510142.549722 +106 513655.983956 +107 511515.890228 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,XGBoost,1.016702651977539,"96 22834.208984 +97 21816.162109 +98 6770.007324 +99 12810.137695 +100 -10729.407227 +101 112882.132812 +102 21814.494141 +103 21814.494141 +104 5845.449707 +105 18509.126953 +106 5419.014648 +107 80767.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,IPTU,SARIMAX,2.5203146934509277,"89 19014.091797 +90 18037.570312 +91 128530.109375 +92 104228.992188 +93 51326.093750 +94 51252.875000 +95 19883.013672 +96 19809.794922 +97 128486.679688 +98 128486.679688 +99 51367.687500 +100 51367.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ISS,MLP,1.0904312133789062,"96 108224.641154 +97 100247.100643 +98 29694.911810 +99 76504.174745 +100 65927.574319 +101 60759.081798 +102 22357.965754 +103 2314.033081 +104 44367.032219 +105 5664.181103 +106 -4881.266071 +107 -20195.998377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ITBI,SARIMAX,0.983506441116333,"94 31945.259766 +95 11021.987305 +96 21021.167969 +97 20162.648438 +98 19722.771484 +99 28490.205078 +100 15848.937500 +101 10127.036133 +102 26126.873047 +103 27540.689453 +104 25891.142578 +105 25474.505859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,XGBoost,0.8467600345611572,"96 633924.3125 +97 657909.6250 +98 647465.3750 +99 645507.9375 +100 648980.1875 +101 624028.0000 +102 621112.1875 +103 622891.5000 +104 626411.4375 +105 624632.1875 +106 626411.4375 +107 621632.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,SARIMAX,1.0870718955993652,"95 87256.851562 +96 82684.007812 +97 82684.007812 +98 82583.171875 +99 78383.265625 +100 318636.593750 +101 112988.304688 +102 161224.734375 +103 161224.734375 +104 161224.734375 +105 161224.734375 +106 301506.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,Prophet,1.3518307209014893,"84 23787.345703 +85 4519.706055 +86 3494.852295 +87 3498.915771 +88 3513.520508 +89 5359.917969 +90 18751.083984 +91 5493.475098 +92 5292.018066 +93 20015.769531 +94 3417.464844 +95 6017.120117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ISS,MLP,1.7448911666870117,"96 33432.730672 +97 38091.897961 +98 36803.048145 +99 38667.413102 +100 38438.885090 +101 37421.135145 +102 40162.046406 +103 38739.263897 +104 40695.764674 +105 40474.751913 +106 41196.352101 +107 42608.113479 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,XGBoost,2.476646900177002,"96 23472.869141 +97 14423.264648 +98 9081.743164 +99 12356.185547 +100 11951.873047 +101 3411.084473 +102 6194.874023 +103 4152.730469 +104 4690.722656 +105 5588.423828 +106 5206.575195 +107 4798.692383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,MLP,0.8755440711975098,"96 599359.881238 +97 592585.424307 +98 600097.002405 +99 613017.207837 +100 625705.000837 +101 609291.940118 +102 619699.379693 +103 625920.540751 +104 631966.526351 +105 634723.415293 +106 635327.336865 +107 639149.531041 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,MLP,1.1250643730163574,"95 -7691.793222 +96 24715.160959 +97 16990.973331 +98 16788.870690 +99 21031.952536 +100 142435.534788 +101 29261.259892 +102 58517.196218 +103 65737.637336 +104 76214.696953 +105 91008.952640 +106 92806.194304 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,IPTU,MLP,0.8367817401885986,"45 29975.960361 +46 12517.583611 +47 50826.855536 +48 42650.995822 +49 33597.189500 +50 36093.982605 +51 38468.502500 +52 40005.914984 +53 34218.517178 +54 8892.264424 +55 25795.752951 +56 32308.488183 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ISS,XGBoost,1.1153392791748047,"96 8328.826172 +97 10512.125000 +98 10146.984375 +99 10211.529297 +100 10217.537109 +101 10147.348633 +102 9931.801758 +103 11658.794922 +104 11484.718750 +105 11600.502930 +106 11708.222656 +107 11658.794922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ITBI,MLP,1.2442352771759033,"88 14651.971942 +89 12697.654195 +90 12471.277101 +91 15582.877530 +92 8984.954016 +93 13050.277437 +94 11324.490416 +95 12691.862533 +96 12449.064234 +97 10338.556395 +98 13911.823231 +99 11762.782578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,MLP,0.9795858860015869,"96 332702.830965 +97 330449.011014 +98 336853.467970 +99 344741.351467 +100 354296.887440 +101 346647.617779 +102 352876.477610 +103 357174.632515 +104 360200.183276 +105 361705.688048 +106 361486.052998 +107 364290.390444 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,MLP,1.0263144969940186,"90 37125.843922 +91 -1582.292628 +92 -45.547303 +93 24527.870317 +94 28251.489771 +95 53017.092745 +96 30585.991591 +97 24235.252168 +98 34184.107014 +99 52965.239040 +100 59574.783265 +101 46590.876536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,IPTU,SARIMAX,0.9618673324584961,"95 92640.812500 +96 28413.074219 +97 149915.906250 +98 42161.605469 +99 25740.621094 +100 44653.765625 +101 151632.218750 +102 48404.023438 +103 42756.148438 +104 34999.855469 +105 48296.109375 +106 41564.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ISS,XGBoost,0.9434840679168701,"96 28455.009766 +97 35376.500000 +98 35664.011719 +99 41624.332031 +100 38322.503906 +101 41481.546875 +102 39816.550781 +103 39795.351562 +104 32763.064453 +105 32763.064453 +106 32763.064453 +107 32763.064453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ITBI,MLP,1.2986328601837158,"90 27874.304105 +91 30199.996042 +92 27986.872810 +93 26827.416459 +94 29034.261128 +95 29706.490092 +96 30121.794533 +97 29674.476567 +98 30423.663662 +99 30913.338644 +100 30977.049345 +101 31349.229196 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,MLP,1.1040258407592773,"96 271016.603841 +97 267514.646692 +98 273054.163504 +99 281581.404966 +100 286181.878590 +101 281922.415842 +102 286702.102854 +103 290050.410029 +104 293553.847199 +105 294881.298023 +106 295648.775269 +107 295702.164102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,SARIMAX,1.6651086807250977,"96 15813.578125 +97 15311.218750 +98 9496.549805 +99 13209.620117 +100 3023.707764 +101 159384.906250 +102 16390.933594 +103 16390.933594 +104 23608.007812 +105 25669.613281 +106 19418.062500 +107 159407.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,XGBoost,1.440295696258545,"94 52275.683594 +95 38480.839844 +96 40551.097656 +97 82362.250000 +98 40790.578125 +99 40790.578125 +100 55395.535156 +101 86689.640625 +102 87804.632812 +103 84704.601562 +104 86446.554688 +105 86446.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ISS,XGBoost,1.338561773300171,"96 50581.382812 +97 47372.136719 +98 49751.164062 +99 50476.628906 +100 49855.914062 +101 49751.164062 +102 49751.164062 +103 49853.351562 +104 49838.203125 +105 49751.164062 +106 49838.203125 +107 49838.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,XGBoost,1.3067262172698975,"91 28592.861328 +92 13062.193359 +93 13564.343750 +94 13020.595703 +95 21341.220703 +96 13020.595703 +97 13705.218750 +98 31833.691406 +99 30241.447266 +100 30494.183594 +101 14480.322266 +102 28594.685547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,MLP,1.0364902019500732,"96 407417.312864 +97 393926.255705 +98 392890.130310 +99 408705.096767 +100 407840.599468 +101 415520.637667 +102 416438.189315 +103 419645.510663 +104 429468.936279 +105 437078.374908 +106 441434.073603 +107 435961.195943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,AR,2.2360639572143555,"96 46112.832031 +97 40601.089844 +98 48625.097656 +99 50197.671875 +100 45468.039062 +101 225608.125000 +102 59132.449219 +103 70332.945312 +104 59132.449219 +105 59132.449219 +106 81299.593750 +107 159706.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,IPTU,SARIMAX,3.0664114952087402,"64 1006.405884 +65 765.240540 +66 701.282043 +67 701.282043 +68 30852.607422 +69 3375.454590 +70 7133.785645 +71 12007.981445 +72 27464.199219 +73 21351.929688 +74 2357.131592 +75 2171.646729 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ISS,SARIMAX,2.7054543495178223,"96 32673.900391 +97 32646.007812 +98 32516.910156 +99 32683.324219 +100 32708.609375 +101 32683.324219 +102 32683.324219 +103 32502.607422 +104 32683.324219 +105 32650.677734 +106 32685.386719 +107 32502.607422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ITBI,MLP,1.3830201625823975,"81 5509.138771 +82 1510.044204 +83 4083.097729 +84 5772.758138 +85 2478.766039 +86 5431.668685 +87 4388.714236 +88 5149.757662 +89 6454.611209 +90 6115.357985 +91 7041.546694 +92 6925.578904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,MLP,1.0046825408935547,"96 355252.417255 +97 347447.355823 +98 350245.423417 +99 360031.275604 +100 363320.995522 +101 361890.760785 +102 365453.612505 +103 368843.806138 +104 374559.685866 +105 377476.664990 +106 380873.538390 +107 378933.165804 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,MLP,1.1561229228973389,"95 8993.378582 +96 29728.391441 +97 32106.256615 +98 39788.891555 +99 51417.890175 +100 156232.937390 +101 64367.749850 +102 86242.015232 +103 101019.202638 +104 117279.511521 +105 140759.364899 +106 163587.458589 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,IPTU,HWES,1.1112236976623535,"86 30486.183594 +87 25448.335938 +88 16075.827148 +89 27807.191406 +90 14493.239258 +91 7082.639160 +92 6131.791504 +93 11153.990234 +94 10848.024414 +95 7094.632324 +96 9184.173828 +97 8395.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ISS,SARIMAX,1.8221557140350342,"96 34749.113281 +97 38231.082031 +98 38375.480469 +99 38267.957031 +100 38321.121094 +101 38414.609375 +102 38414.609375 +103 38414.609375 +104 38414.609375 +105 38397.562500 +106 38414.609375 +107 38397.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ITBI,SARIMAX,2.209467649459839,"89 8635.519531 +90 8532.402344 +91 12841.341797 +92 7613.643555 +93 3615.952148 +94 7825.911133 +95 8192.235352 +96 7858.368652 +97 8631.902344 +98 8351.920898 +99 9496.177734 +100 4756.887695 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,MLP,1.0272886753082275,"96 452126.273785 +97 448527.980605 +98 452312.850788 +99 464686.280175 +100 472103.325053 +101 462549.867328 +102 471224.443996 +103 476785.484717 +104 482141.620099 +105 484700.086049 +106 487091.065267 +107 488046.355845 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,MLP,1.225715160369873,"88 -52442.645224 +89 63487.017774 +90 71922.975563 +91 89906.983168 +92 137541.283434 +93 159140.765139 +94 143043.737074 +95 200618.536382 +96 258680.049086 +97 327511.870769 +98 408769.250447 +99 420194.577803 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,IPTU,SARIMAX,1.226850986480713,"96 138947.468750 +97 139368.906250 +98 139368.906250 +99 139368.906250 +100 353453.218750 +101 855470.937500 +102 102876.148438 +103 102876.148438 +104 102876.148438 +105 102876.148438 +106 376369.718750 +107 855470.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ISS,MLP,0.9580557346343994,"96 394728.321825 +97 403635.419423 +98 401286.166567 +99 408493.699655 +100 424573.004070 +101 411183.643570 +102 405217.696417 +103 404896.869753 +104 408448.842052 +105 420465.070838 +106 421911.961084 +107 409138.201027 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ITBI,XGBoost,1.482149600982666,"96 41345.855469 +97 39237.777344 +98 33918.066406 +99 39255.792969 +100 32922.691406 +101 25080.548828 +102 60849.777344 +103 30706.685547 +104 27365.369141 +105 46425.011719 +106 30181.333984 +107 35657.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,MLP,1.0032763481140137,"96 9.921595e+05 +97 9.887256e+05 +98 1.002167e+06 +99 1.027141e+06 +100 1.045415e+06 +101 1.038609e+06 +102 1.053122e+06 +103 1.062942e+06 +104 1.075132e+06 +105 1.081479e+06 +106 1.086147e+06 +107 1.085494e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,SARIMAX,1.0543756484985352,"95 663066.3750 +96 780689.8750 +97 747863.2500 +98 747863.2500 +99 747863.2500 +100 703507.4375 +101 703507.4375 +102 703507.4375 +103 703507.4375 +104 703507.4375 +105 703507.4375 +106 703507.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,IPTU,XGBoost,1.2580056190490723,"87 75450.093750 +88 38004.062500 +89 281536.031250 +90 21684.300781 +91 18311.082031 +92 16018.306641 +93 284059.218750 +94 255594.500000 +95 284059.218750 +96 25230.734375 +97 25230.734375 +98 25414.048828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ISS,SARIMAX,0.9758543968200684,"96 64057.605469 +97 69843.953125 +98 63390.742188 +99 59595.757812 +100 64840.191406 +101 60783.496094 +102 58672.273438 +103 58525.835938 +104 58525.835938 +105 58663.101562 +106 58525.835938 +107 58562.003906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ITBI,MLP,1.7944393157958984,"96 27906.006591 +97 19837.187104 +98 24111.774104 +99 27365.658571 +100 27329.412788 +101 28516.425228 +102 26665.707960 +103 30891.570190 +104 30375.986183 +105 29124.797407 +106 29292.918046 +107 29159.009466 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,MLP,1.8076283931732178,"96 1.140074e+06 +97 1.117205e+06 +98 1.131189e+06 +99 1.160353e+06 +100 1.172486e+06 +101 1.151991e+06 +102 1.170048e+06 +103 1.181473e+06 +104 1.194905e+06 +105 1.200074e+06 +106 1.206885e+06 +107 1.205552e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,MLP,1.5797185897827148,"96 15061.403868 +97 74163.061790 +98 78025.310555 +99 81680.499955 +100 118301.988936 +101 415991.454588 +102 141778.852794 +103 205084.385485 +104 238150.486301 +105 274854.958351 +106 337310.397094 +107 409791.564037 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,IPTU,XGBoost,1.1127088069915771,"96 5118346.0 +97 5139870.0 +98 5110941.5 +99 6021316.0 +100 6021316.0 +101 17962778.0 +102 5109219.0 +103 5109219.0 +104 5128816.5 +105 5081692.5 +106 5085105.0 +107 17972378.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ISS,MLP,1.7051653861999512,"96 8.789775e+06 +97 8.628918e+06 +98 8.788550e+06 +99 8.969065e+06 +100 9.086277e+06 +101 9.252956e+06 +102 9.354109e+06 +103 9.483140e+06 +104 9.637407e+06 +105 9.786432e+06 +106 9.900535e+06 +107 1.009096e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ITBI,MLP,1.2451674938201904,"96 2.682164e+06 +97 2.602578e+06 +98 2.617876e+06 +99 2.732664e+06 +100 2.687912e+06 +101 2.706055e+06 +102 2.736061e+06 +103 2.771398e+06 +104 2.774895e+06 +105 2.748317e+06 +106 2.788695e+06 +107 2.774275e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,MLP,1.2007315158843994,"96 1.244074e+07 +97 1.216970e+07 +98 1.220220e+07 +99 1.253460e+07 +100 1.248792e+07 +101 1.291065e+07 +102 1.296699e+07 +103 1.304107e+07 +104 1.325562e+07 +105 1.338344e+07 +106 1.353873e+07 +107 1.346583e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,XGBoost,1.7953758239746094,"96 4841308.00 +97 4750252.50 +98 4592351.00 +99 4212826.50 +100 3959818.25 +101 12105390.00 +102 9003393.00 +103 9212420.00 +104 5676642.50 +105 5925083.50 +106 5925083.50 +107 10460220.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,AR,2.4194447994232178,"96 66675.539062 +97 74413.937500 +98 66760.320312 +99 59634.191406 +100 62394.992188 +101 145306.859375 +102 67518.570312 +103 67518.570312 +104 67411.500000 +105 67017.882812 +106 67518.570312 +107 139641.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,MLP,2.0578932762145996,"96 138551.524334 +97 151661.006737 +98 148073.090142 +99 142845.828767 +100 151457.738890 +101 145422.811464 +102 148654.794377 +103 139105.886613 +104 145156.488167 +105 150761.406150 +106 142500.073432 +107 150880.971608 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,XGBoost,1.7504909038543701,"96 38808.082031 +97 37875.933594 +98 31071.537109 +99 31700.931641 +100 30535.037109 +101 31516.943359 +102 25874.416016 +103 24507.886719 +104 25077.869141 +105 25077.869141 +106 24112.269531 +107 31759.267578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,MLP,1.0574562549591064,"96 728370.051812 +97 717357.477227 +98 728621.878678 +99 750478.780364 +100 763859.745123 +101 732546.691082 +102 749520.417005 +103 755669.401122 +104 762799.915578 +105 763867.725502 +106 763889.873395 +107 759635.799826 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.235175609588623,"96 76687.148438 +97 69856.562500 +98 62420.332031 +99 59636.378906 +100 56432.546875 +101 336000.625000 +102 79298.304688 +103 79646.343750 +104 102300.664062 +105 94349.734375 +106 97175.484375 +107 350207.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,IPTU,SARIMAX,1.2382428646087646,"78 143247.000000 +79 70572.250000 +80 64333.277344 +81 17568.369141 +82 18993.025391 +83 13199.367188 +84 101084.039062 +85 61537.683594 +86 60170.187500 +87 13273.744141 +88 13187.287109 +89 13273.744141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ISS,SES,1.174189567565918,"92 19545.859375 +93 21546.265625 +94 19411.611328 +95 25777.070312 +96 22938.863281 +97 23039.080078 +98 22730.726562 +99 20913.736328 +100 19562.488281 +101 16809.365234 +102 20677.988281 +103 20696.787109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ITBI,XGBoost,1.2161943912506104,"91 21318.902344 +92 16918.312500 +93 17998.753906 +94 17783.994141 +95 17924.824219 +96 20550.474609 +97 19687.486328 +98 22174.449219 +99 19465.710938 +100 19828.355469 +101 9609.786133 +102 22666.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,MLP,1.169691801071167,"92 781608.643744 +93 780420.911051 +94 799577.915585 +95 817169.136527 +96 849587.191592 +97 823374.145300 +98 841338.431579 +99 853693.903028 +100 859276.489838 +101 863006.918968 +102 858761.557173 +103 873109.355190 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,HWES,1.974644660949707,"91 103129.296875 +92 108581.976562 +93 108581.976562 +94 104064.414062 +95 104064.414062 +96 307709.531250 +97 235293.718750 +98 235293.718750 +99 235293.718750 +100 235774.796875 +101 235774.796875 +102 236977.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,IPTU,SARIMAX,1.897521734237671,"82 72143.585938 +83 31527.726562 +84 52473.695312 +85 35668.132812 +86 35514.332031 +87 35733.187500 +88 36107.519531 +89 35654.652344 +90 36634.171875 +91 35959.703125 +92 35756.960938 +93 36049.332031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ISS,MLP,1.0832335948944092,"96 64137.026130 +97 64466.648501 +98 65199.333027 +99 61533.579318 +100 64279.227580 +101 60869.942117 +102 61208.487945 +103 60838.692212 +104 59381.483531 +105 62525.587877 +106 60020.000794 +107 62107.108882 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ITBI,XGBoost,0.9293885231018066,"95 19175.216797 +96 19898.041016 +97 19310.480469 +98 20325.871094 +99 22449.964844 +100 20940.089844 +101 25707.917969 +102 27155.320312 +103 21996.687500 +104 20819.445312 +105 22337.365234 +106 21996.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,MLP,0.9744758605957031,"96 854856.785444 +97 840490.419831 +98 856526.308455 +99 879148.519731 +100 901397.083360 +101 874170.315083 +102 893279.473169 +103 906370.834115 +104 915881.546597 +105 919620.140604 +106 919546.094878 +107 928339.709639 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,MLP,1.3894026279449463,"96 51881.770239 +97 118827.319284 +98 136044.261714 +99 156026.865381 +100 225473.478000 +101 582167.013508 +102 316243.275777 +103 424940.051234 +104 507717.239426 +105 611488.143673 +106 762310.879186 +107 917008.336574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,IPTU,HWES,1.9124116897583008,"95 242414.609375 +96 294144.656250 +97 229740.546875 +98 146005.828125 +99 144133.046875 +100 149496.421875 +101 148531.984375 +102 270079.750000 +103 189236.171875 +104 167107.312500 +105 190729.515625 +106 231756.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ISS,MLP,3.287367105484009,"96 427461.829138 +97 437583.411749 +98 437975.221610 +99 437056.578339 +100 454688.182678 +101 406989.536113 +102 446065.081144 +103 444511.493963 +104 441890.486091 +105 441090.337421 +106 442488.822122 +107 445598.887164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ITBI,XGBoost,1.459132194519043,"96 156283.171875 +97 155203.093750 +98 193026.859375 +99 143164.328125 +100 199195.937500 +101 167285.937500 +102 123250.828125 +103 128371.609375 +104 127224.867188 +105 164440.781250 +106 124084.171875 +107 140833.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,MLP,1.02882981300354,"96 2.091653e+06 +97 2.042420e+06 +98 2.080527e+06 +99 2.143256e+06 +100 2.191661e+06 +101 2.142645e+06 +102 2.184710e+06 +103 2.223014e+06 +104 2.254541e+06 +105 2.267195e+06 +106 2.274576e+06 +107 2.291298e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,MLP,0.9774067401885986,"89 1.231374e+05 +90 3.006498e+05 +91 3.191762e+05 +92 3.219264e+05 +93 4.084383e+05 +94 9.552204e+05 +95 4.969225e+05 +96 6.696927e+05 +97 7.922364e+05 +98 9.085744e+05 +99 1.081203e+06 +100 9.504653e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,IPTU,HWES,2.016089916229248,"96 132989.437500 +97 2861.416992 +98 2925.339355 +99 1576.474731 +100 2249.492676 +101 1471.965576 +102 125769.937500 +103 2540.990234 +104 2327.315186 +105 2257.353271 +106 2584.154053 +107 2311.139648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ISS,XGBoost,2.1388423442840576,"96 12695.920898 +97 15488.600586 +98 16025.427734 +99 16341.550781 +100 16341.550781 +101 16341.550781 +102 15450.075195 +103 16341.550781 +104 15488.600586 +105 16341.550781 +106 16341.550781 +107 16341.550781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ITBI,XGBoost,1.7262489795684814,"96 4418.312988 +97 11161.058594 +98 4172.428711 +99 5587.487305 +100 8601.918945 +101 13685.782227 +102 10942.280273 +103 13649.684570 +104 10743.406250 +105 5741.383789 +106 8459.035156 +107 6708.864258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,MLP,2.2490220069885254,"96 626076.690606 +97 616710.737813 +98 621817.884919 +99 636251.543488 +100 643204.765201 +101 642340.265620 +102 648046.690892 +103 653198.167545 +104 661359.333750 +105 666118.287434 +106 670850.876848 +107 668827.909504 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,MLP,2.6304683685302734,"95 6529.641910 +96 -7827.118003 +97 14848.627532 +98 18451.412227 +99 21728.266543 +100 117573.294378 +101 28082.095790 +102 41009.729811 +103 66209.342985 +104 80749.615955 +105 97638.140307 +106 63612.417873 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,IPTU,AR,1.9734160900115967,"84 21956.812500 +85 22596.429688 +86 21334.929688 +87 16029.931641 +88 15710.675781 +89 22314.201172 +90 21880.283203 +91 22148.734375 +92 22360.001953 +93 22526.917969 +94 22526.917969 +95 22504.892578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ISS,MLP,0.9621005058288574,"84 106073.409979 +85 111271.088746 +86 112069.192647 +87 112414.632419 +88 114976.953192 +89 113894.177591 +90 115460.851966 +91 110892.706397 +92 113357.198476 +93 113098.132085 +94 114234.720562 +95 111208.168621 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ITBI,XGBoost,1.0518474578857422,"84 104029.726562 +85 107980.382812 +86 113701.843750 +87 136640.109375 +88 67470.148438 +89 108377.453125 +90 107081.078125 +91 183296.828125 +92 129889.031250 +93 130318.671875 +94 115586.000000 +95 122637.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,MLP,1.1428375244140625,"84 1.423640e+06 +85 1.562481e+06 +86 1.697470e+06 +87 1.709650e+06 +88 1.595349e+06 +89 1.552709e+06 +90 1.625734e+06 +91 1.650242e+06 +92 1.630148e+06 +93 1.597409e+06 +94 1.612985e+06 +95 1.639783e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9075045585632324,"84 28499.673828 +85 6932.381836 +86 6187.360352 +87 6946.418945 +88 6139.477539 +89 118853.460938 +90 45302.765625 +91 8951.070312 +92 48703.777344 +93 8353.910156 +94 48703.777344 +95 63180.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,IPTU,XGBoost,1.2095398902893066,"92 46591.332031 +93 50783.894531 +94 40425.476562 +95 40724.171875 +96 36065.851562 +97 25560.931641 +98 37195.824219 +99 36578.433594 +100 38736.871094 +101 38736.871094 +102 25870.396484 +103 26016.158203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ISS,XGBoost,0.9741020202636719,"92 177770.765625 +93 177037.765625 +94 200250.046875 +95 200250.046875 +96 200250.046875 +97 200250.046875 +98 200250.046875 +99 200250.046875 +100 200250.046875 +101 200250.046875 +102 200250.046875 +103 200250.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ITBI,MLP,1.219691514968872,"92 59698.793997 +93 67023.122798 +94 58081.661592 +95 68631.929579 +96 65823.024750 +97 67949.978626 +98 78427.104212 +99 77729.661332 +100 80868.317025 +101 77507.872605 +102 80237.898293 +103 81996.154228 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,MLP,1.2397651672363281,"92 1.649129e+06 +93 1.639245e+06 +94 1.679547e+06 +95 1.729054e+06 +96 1.778012e+06 +97 1.786786e+06 +98 1.807127e+06 +99 1.835440e+06 +100 1.855533e+06 +101 1.863441e+06 +102 1.863371e+06 +103 1.864463e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,MLP,2.3251967430114746,"91 38993.745194 +92 106211.697196 +93 92687.313829 +94 55539.018202 +95 63002.654775 +96 261270.572386 +97 124083.252478 +98 164157.709176 +99 184127.178811 +100 182212.238317 +101 219718.605983 +102 122108.326081 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,IPTU,XGBoost,2.1779701709747314,"96 780320.8750 +97 748734.1875 +98 612003.4375 +99 622165.8750 +100 538316.1250 +101 739689.4375 +102 738270.1875 +103 738270.1875 +104 715145.1250 +105 690230.3125 +106 690230.3125 +107 704786.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ISS,MLP,2.469151735305786,"96 2.222339e+06 +97 2.308157e+06 +98 2.305180e+06 +99 2.356798e+06 +100 2.425892e+06 +101 2.414453e+06 +102 2.448217e+06 +103 2.473547e+06 +104 2.458535e+06 +105 2.518189e+06 +106 2.536503e+06 +107 2.513471e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ITBI,MLP,1.1907637119293213,"96 662104.902406 +97 656180.986534 +98 505299.833033 +99 656501.565540 +100 635257.975758 +101 589382.579381 +102 582541.113750 +103 568079.735264 +104 624149.545389 +105 579113.104753 +106 571379.189108 +107 580212.796133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,MLP,1.1882786750793457,"96 8.266877e+06 +97 8.108213e+06 +98 8.131671e+06 +99 8.371938e+06 +100 8.348094e+06 +101 8.643812e+06 +102 8.665790e+06 +103 8.692959e+06 +104 8.821417e+06 +105 8.891339e+06 +106 8.960509e+06 +107 8.810927e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,SARIMAX,1.177671194076538,"96 1.493556e+06 +97 1.435607e+06 +98 9.088119e+05 +99 8.014170e+05 +100 7.206957e+05 +101 4.631104e+06 +102 1.363906e+06 +103 2.265068e+06 +104 2.024296e+06 +105 1.936067e+06 +106 1.724535e+06 +107 4.556336e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,IPTU,HWES,2.4771840572357178,"96 81078.257812 +97 73682.539062 +98 73682.539062 +99 73242.945312 +100 82943.171875 +101 83008.125000 +102 83635.406250 +103 82122.171875 +104 82122.171875 +105 88365.695312 +106 86005.765625 +107 91455.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ISS,MLP,2.4301788806915283,"96 224891.674297 +97 214742.079080 +98 203282.458494 +99 201093.501485 +100 193689.573619 +101 190172.169667 +102 189751.204345 +103 192850.354050 +104 197629.312025 +105 198188.500593 +106 203466.298151 +107 207444.334860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ITBI,MLP,1.4283385276794434,"96 126276.326707 +97 117403.672592 +98 131968.630442 +99 128275.740833 +100 129794.721079 +101 134076.728562 +102 129612.778930 +103 120364.667987 +104 134861.743011 +105 127152.949078 +106 127637.929887 +107 123305.432444 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,MLP,1.3325064182281494,"96 1.444932e+06 +97 1.428281e+06 +98 1.448584e+06 +99 1.481495e+06 +100 1.512240e+06 +101 1.489999e+06 +102 1.510874e+06 +103 1.526708e+06 +104 1.542315e+06 +105 1.550707e+06 +106 1.555052e+06 +107 1.560370e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,MLP,1.2436628341674805,"96 -1936.432168 +97 88679.878586 +98 62994.520602 +99 14524.291727 +100 51988.004698 +101 437702.312275 +102 57279.835202 +103 132295.780793 +104 136518.816625 +105 127946.418245 +106 178172.117144 +107 227566.014932 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,1.0063180923461914,"84 6040.739258 +85 6641.632324 +86 3061.968018 +87 3345.664551 +88 5647.471680 +89 4158.306152 +90 9457.417969 +91 12520.784180 +92 12427.385742 +93 10707.023438 +94 13500.281250 +95 12427.385742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ISS,XGBoost,0.9767022132873535,"96 35331.707031 +97 29635.611328 +98 36505.859375 +99 58465.843750 +100 55808.640625 +101 55890.363281 +102 55645.886719 +103 56166.406250 +104 55854.984375 +105 55890.363281 +106 55890.363281 +107 55890.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,XGBoost,1.5835039615631104,"94 8199.956055 +95 9310.164062 +96 5518.627930 +97 9393.991211 +98 6114.291504 +99 5302.220215 +100 10650.307617 +101 3884.363281 +102 7929.781738 +103 8247.565430 +104 9191.587891 +105 7307.548828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,MLP,1.025402545928955,"96 9.520612e+05 +97 9.291305e+05 +98 9.377354e+05 +99 9.679189e+05 +100 9.789503e+05 +101 9.813636e+05 +102 9.920549e+05 +103 1.004293e+06 +104 1.023895e+06 +105 1.034492e+06 +106 1.046032e+06 +107 1.040632e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.173168897628784,"96 139111.671875 +97 147104.000000 +98 188575.546875 +99 188864.515625 +100 189013.203125 +101 414007.156250 +102 371777.375000 +103 367319.906250 +104 395740.187500 +105 395740.187500 +106 395740.187500 +107 414007.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,IPTU,XGBoost,1.006502389907837,"87 144794.359375 +88 145022.828125 +89 125058.625000 +90 117416.031250 +91 116901.289062 +92 92954.250000 +93 107150.804688 +94 113951.250000 +95 114152.242188 +96 115160.015625 +97 155137.140625 +98 116191.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ISS,MLP,1.0259439945220947,"96 165269.484208 +97 154197.417330 +98 154924.392206 +99 140961.334443 +100 145633.013277 +101 136803.813212 +102 137172.775357 +103 141964.374280 +104 140742.528554 +105 150913.332313 +106 149181.386918 +107 156995.614402 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ITBI,MLP,2.281703233718872,"96 41901.921285 +97 42506.048490 +98 46066.847015 +99 38212.673607 +100 49801.999733 +101 47070.141240 +102 48167.294995 +103 48968.866565 +104 47986.142086 +105 53213.480546 +106 48617.295073 +107 50017.734495 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,MLP,1.754246473312378,"96 1.151334e+06 +97 1.147911e+06 +98 1.171614e+06 +99 1.194790e+06 +100 1.235965e+06 +101 1.201098e+06 +102 1.225607e+06 +103 1.241808e+06 +104 1.250389e+06 +105 1.256020e+06 +106 1.252619e+06 +107 1.271270e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,HWES,2.162842273712158,"94 403177.18750 +95 402096.62500 +96 420834.59375 +97 420935.40625 +98 420935.40625 +99 552579.93750 +100 552579.93750 +101 552579.93750 +102 552331.43750 +103 552331.43750 +104 552331.43750 +105 552312.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,IPTU,SARIMAX,1.0198712348937988,"92 34313.511719 +93 30966.941406 +94 28599.687500 +95 31559.763672 +96 37001.226562 +97 45299.476562 +98 27711.431641 +99 29235.175781 +100 34254.605469 +101 23268.974609 +102 27965.332031 +103 27677.259766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ISS,SARIMAX,1.32051682472229,"96 95326.031250 +97 83800.484375 +98 126818.796875 +99 123034.406250 +100 117088.398438 +101 123038.304688 +102 117088.398438 +103 117088.398438 +104 102371.101562 +105 126818.796875 +106 123038.304688 +107 126818.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ITBI,MLP,1.105844497680664,"96 42925.690613 +97 37415.812495 +98 41549.602276 +99 54299.073860 +100 34936.352726 +101 46331.866636 +102 45066.507191 +103 45486.540699 +104 46615.416012 +105 40972.318739 +106 45162.381617 +107 44315.827922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,MLP,0.9278321266174316,"96 1.248098e+06 +97 1.231048e+06 +98 1.251372e+06 +99 1.285029e+06 +100 1.317527e+06 +101 1.276601e+06 +102 1.327802e+06 +103 1.348015e+06 +104 1.368001e+06 +105 1.380348e+06 +106 1.388085e+06 +107 1.405462e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,MLP,1.0775792598724365,"95 1.017682e+05 +96 2.207471e+05 +97 2.835360e+05 +98 3.219923e+05 +99 4.751299e+05 +100 1.113993e+06 +101 7.130646e+05 +102 9.662733e+05 +103 1.220288e+06 +104 1.507453e+06 +105 1.933656e+06 +106 2.276293e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,IPTU,AR,1.171936273574829,"96 118501.773438 +97 132119.906250 +98 144829.937500 +99 101710.046875 +100 80688.937500 +101 121105.226562 +102 119378.882812 +103 119378.882812 +104 127860.476562 +105 147066.250000 +106 100995.390625 +107 119155.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ISS,AR,1.1525893211364746,"96 668941.250 +97 669192.875 +98 669092.750 +99 669092.750 +100 669092.750 +101 669192.875 +102 669092.750 +103 669092.750 +104 669192.875 +105 669192.875 +106 669092.750 +107 669192.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ITBI,XGBoost,1.1698107719421387,"96 109395.460938 +97 119963.937500 +98 111845.375000 +99 94279.320312 +100 97088.335938 +101 112779.882812 +102 101995.710938 +103 113967.726562 +104 113491.781250 +105 113705.734375 +106 112979.609375 +107 101437.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,MLP,1.612612009048462,"96 3.073128e+06 +97 3.029460e+06 +98 3.065128e+06 +99 3.141418e+06 +100 3.188698e+06 +101 3.176764e+06 +102 3.213126e+06 +103 3.244501e+06 +104 3.285176e+06 +105 3.306963e+06 +106 3.325637e+06 +107 3.319886e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,MLP,2.281212568283081,"94 -4.290963e+05 +95 1.187030e+05 +96 6.550513e+04 +97 -6.445684e+02 +98 1.258843e+05 +99 1.267981e+06 +100 -2.795779e+05 +101 1.237723e+05 +102 1.107022e+05 +103 8.664141e+04 +104 1.859513e+05 +105 3.705692e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,IPTU,HWES,1.9145357608795166,"91 29328.486328 +92 29248.224609 +93 15770.901367 +94 8382.850586 +95 8547.799805 +96 43442.078125 +97 24640.091797 +98 24974.068359 +99 17303.699219 +100 23413.167969 +101 23664.511719 +102 45643.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ISS,XGBoost,1.2231559753417969,"96 20948.667969 +97 29376.490234 +98 20909.681641 +99 29376.490234 +100 29376.490234 +101 32271.640625 +102 29411.144531 +103 29376.490234 +104 29411.144531 +105 29376.490234 +106 29376.490234 +107 29376.490234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ITBI,XGBoost,0.988675594329834,"93 16382.862305 +94 13078.734375 +95 23366.410156 +96 16503.130859 +97 17351.847656 +98 22107.732422 +99 21476.173828 +100 17631.376953 +101 19785.292969 +102 14289.625977 +103 16503.130859 +104 16003.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,MLP,0.9782843589782715,"96 9.200821e+05 +97 9.163488e+05 +98 9.353962e+05 +99 9.572585e+05 +100 9.861869e+05 +101 9.686514e+05 +102 9.843462e+05 +103 9.961172e+05 +104 1.003921e+06 +105 1.008048e+06 +106 1.006913e+06 +107 1.014456e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,XGBoost,0.9811530113220215,"96 55529.789062 +97 35479.531250 +98 15431.766602 +99 11091.817383 +100 8556.755859 +101 180313.375000 +102 61765.457031 +103 55845.566406 +104 16367.500000 +105 14882.576172 +106 18269.494141 +107 172420.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,IPTU,XGBoost,1.0194499492645264,"66 71131.648438 +67 4224.008301 +68 4203.254883 +69 4090.010254 +70 4102.650391 +71 4211.621582 +72 3642.478760 +73 4224.008301 +74 4224.008301 +75 4203.254883 +76 4203.254883 +77 4224.008301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ISS,XGBoost,1.0548086166381836,"96 37152.816406 +97 23468.527344 +98 23540.666016 +99 25714.244141 +100 32886.390625 +101 32435.046875 +102 32311.734375 +103 23571.255859 +104 23652.810547 +105 33316.164062 +106 23386.974609 +107 23356.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ITBI,MLP,1.3664443492889404,"95 1178.048004 +96 -4474.417273 +97 -73.864621 +98 -6404.057765 +99 -15615.142890 +100 -10202.873471 +101 -7778.306914 +102 -5179.523716 +103 -9862.052603 +104 -6736.958614 +105 1924.811839 +106 1887.206332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,MLP,1.1332175731658936,"96 370575.653853 +97 364724.705395 +98 373235.319270 +99 384073.674303 +100 395400.895546 +101 379522.739409 +102 389842.342516 +103 396446.333612 +104 400068.620311 +105 400875.496100 +106 399174.253761 +107 405062.221295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,XGBoost,1.8756136894226074,"96 17105.115234 +97 17999.199219 +98 20206.210938 +99 17922.945312 +100 17922.945312 +101 100770.429688 +102 17120.775391 +103 17120.775391 +104 41598.316406 +105 40573.859375 +106 40573.859375 +107 82304.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,IPTU,HWES,2.160738468170166,"96 19422.111328 +97 7587.570312 +98 11283.306641 +99 10068.690430 +100 10833.227539 +101 9114.233398 +102 11639.765625 +103 11170.177734 +104 10170.012695 +105 8046.270020 +106 14588.474609 +107 8855.357422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ISS,XGBoost,1.26605224609375,"96 25354.419922 +97 27142.791016 +98 27239.382812 +99 24428.388672 +100 29327.371094 +101 27384.554688 +102 27401.476562 +103 27211.058594 +104 27384.554688 +105 27343.294922 +106 29854.361328 +107 29854.361328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ITBI,Prophet,1.0796997547149658,"96 80593.914062 +97 57187.394531 +98 118421.992188 +99 123516.664062 +100 118472.429688 +101 92983.507812 +102 124031.000000 +103 121494.335938 +104 112082.523438 +105 112093.367188 +106 112093.367188 +107 115056.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,MLP,0.9833009243011475,"96 1.148847e+06 +97 1.150197e+06 +98 1.177436e+06 +99 1.203339e+06 +100 1.245549e+06 +101 1.220636e+06 +102 1.240263e+06 +103 1.254679e+06 +104 1.261411e+06 +105 1.264905e+06 +106 1.259948e+06 +107 1.272532e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,AR,0.9672307968139648,"96 51657.878906 +97 50943.867188 +98 43843.078125 +99 45666.242188 +100 46967.531250 +101 184933.203125 +102 70808.882812 +103 72224.492188 +104 72054.468750 +105 66917.320312 +106 72224.492188 +107 180607.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,IPTU,AR,1.3354852199554443,"96 43906.218750 +97 43536.566406 +98 45455.167969 +99 48937.023438 +100 23196.925781 +101 23658.529297 +102 26532.531250 +103 27081.947266 +104 26032.367188 +105 15208.939453 +106 44027.812500 +107 42233.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ISS,SARIMAX,1.2916953563690186,"96 156880.921875 +97 156997.734375 +98 157115.859375 +99 156987.421875 +100 156987.421875 +101 157080.765625 +102 156987.421875 +103 157080.765625 +104 157093.062500 +105 157093.062500 +106 157080.765625 +107 157093.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ITBI,SES,1.0176479816436768,"96 23978.964844 +97 25565.601562 +98 22279.433594 +99 21710.785156 +100 25051.972656 +101 23737.121094 +102 19971.117188 +103 25550.158203 +104 20552.919922 +105 23520.230469 +106 20907.503906 +107 20518.666016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,MLP,0.9898085594177246,"96 585814.431128 +97 579032.818442 +98 590160.522820 +99 615925.981684 +100 630557.989558 +101 614017.154302 +102 625445.297627 +103 632617.694186 +104 643686.800272 +105 648026.974963 +106 650618.921002 +107 633908.510798 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,XGBoost,1.1249217987060547,"93 26158.343750 +94 20530.634766 +95 16986.185547 +96 11592.919922 +97 5713.598633 +98 95155.226562 +99 5285.960449 +100 5719.852051 +101 19526.787109 +102 19526.787109 +103 27659.228516 +104 51048.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,IPTU,SARIMAX,0.9472007751464844,"96 491329.187500 +97 577887.750000 +98 557437.000000 +99 575472.500000 +100 215361.640625 +101 169151.515625 +102 243407.125000 +103 304680.750000 +104 169726.203125 +105 205636.156250 +106 657000.312500 +107 611584.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ISS,MLP,1.5212819576263428,"96 1.765619e+06 +97 1.730554e+06 +98 1.747536e+06 +99 1.712871e+06 +100 1.922126e+06 +101 1.800847e+06 +102 1.816516e+06 +103 1.854339e+06 +104 1.865357e+06 +105 1.997880e+06 +106 1.940916e+06 +107 1.990209e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ITBI,HWES,1.2767579555511475,"96 502370.31250 +97 473616.25000 +98 457044.00000 +99 466615.50000 +100 472929.18750 +101 502723.78125 +102 466615.50000 +103 503438.87500 +104 468573.87500 +105 472237.71875 +106 514190.50000 +107 474113.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,MLP,1.051227331161499,"96 4.370769e+06 +97 4.288086e+06 +98 4.315488e+06 +99 4.412023e+06 +100 4.444498e+06 +101 4.403253e+06 +102 4.440260e+06 +103 4.467190e+06 +104 4.516550e+06 +105 4.540284e+06 +106 4.568516e+06 +107 4.547041e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,MLP,1.250507116317749,"96 1.945145e+05 +97 8.074659e+05 +98 8.402305e+05 +99 6.908880e+05 +100 9.347055e+05 +101 3.820570e+06 +102 1.382563e+06 +103 1.982002e+06 +104 2.275213e+06 +105 2.488394e+06 +106 3.004313e+06 +107 3.482929e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,SARIMAX,1.0701854228973389,"94 849362.750000 +95 170126.312500 +96 180012.609375 +97 160075.156250 +98 173623.890625 +99 174054.984375 +100 807212.750000 +101 173448.687500 +102 173448.687500 +103 177063.968750 +104 177063.968750 +105 176923.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,SARIMAX,1.2811501026153564,"96 191331.56250 +97 174135.68750 +98 174085.71875 +99 174217.84375 +100 174217.84375 +101 174217.84375 +102 160790.87500 +103 160790.87500 +104 160790.87500 +105 160790.87500 +106 160790.87500 +107 160790.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,MLP,1.3371117115020752,"96 161730.179186 +97 113567.741876 +98 117651.816934 +99 120381.993141 +100 133347.035797 +101 138640.115285 +102 139838.514435 +103 152894.523511 +104 166057.308428 +105 172130.813099 +106 174283.713264 +107 175402.729867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,MLP,1.0513274669647217,"96 1.909329e+06 +97 1.903032e+06 +98 1.945613e+06 +99 1.996946e+06 +100 2.056707e+06 +101 2.036646e+06 +102 2.063591e+06 +103 2.087182e+06 +104 2.103799e+06 +105 2.110887e+06 +106 2.108144e+06 +107 2.114738e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,MLP,1.307365894317627,"96 552.377992 +97 55034.929034 +98 55326.433793 +99 -3077.742305 +100 25023.138695 +101 423238.111089 +102 32670.579311 +103 87518.283977 +104 105813.464977 +105 75610.679947 +106 119190.330108 +107 142814.329644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,IPTU,SARIMAX,2.253493309020996,"83 13179.077148 +84 13356.076172 +85 11877.817383 +86 10217.343750 +87 13341.713867 +88 17882.753906 +89 39467.394531 +90 27967.617188 +91 40988.781250 +92 41347.144531 +93 41228.710938 +94 35722.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ISS,XGBoost,1.1646437644958496,"84 28654.976562 +85 29354.191406 +86 28324.494141 +87 42269.546875 +88 42553.589844 +89 38939.117188 +90 25965.033203 +91 25535.882812 +92 26014.271484 +93 24142.212891 +94 24270.082031 +95 25434.185547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ITBI,MLP,1.0476927757263184,"83 2362.004594 +84 -5630.709474 +85 -10513.014545 +86 -11310.452534 +87 -48616.906345 +88 -30039.079524 +89 -24413.513886 +90 -30000.507234 +91 -31325.484977 +92 -34029.173301 +93 -32870.698293 +94 -31528.907211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,MLP,1.0382030010223389,"84 651485.155813 +85 646352.301823 +86 658558.667509 +87 678235.758770 +88 693177.395877 +89 693726.589358 +90 702024.074068 +91 709961.025497 +92 718437.968946 +93 722526.753632 +94 725204.679757 +95 723449.186679 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,MLP,1.6200997829437256,"84 -9620.247961 +85 18142.896862 +86 12045.567000 +87 -5049.173227 +88 3702.505180 +89 104053.198812 +90 6895.576224 +91 29087.750557 +92 29934.178788 +93 21100.336814 +94 33201.924247 +95 60046.703753 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,IPTU,SARIMAX,2.4000020027160645,"96 656084.68750 +97 619179.31250 +98 710389.75000 +99 226332.59375 +100 230330.21875 +101 234142.06250 +102 710389.75000 +103 710389.75000 +104 710389.75000 +105 711879.50000 +106 710389.75000 +107 711879.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ISS,SARIMAX,1.2957439422607422,"96 456996.03125 +97 457036.43750 +98 456996.03125 +99 456996.03125 +100 452472.43750 +101 452472.43750 +102 452472.43750 +103 452472.43750 +104 452472.43750 +105 452472.43750 +106 452472.43750 +107 452472.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ITBI,XGBoost,2.0914924144744873,"96 82908.859375 +97 81275.109375 +98 87333.429688 +99 75396.734375 +100 87460.367188 +101 83731.460938 +102 88073.343750 +103 88073.343750 +104 90327.906250 +105 82350.210938 +106 89149.265625 +107 87232.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,MLP,1.453260898590088,"96 1.428986e+06 +97 1.423622e+06 +98 1.451771e+06 +99 1.482154e+06 +100 1.530543e+06 +101 1.497194e+06 +102 1.522893e+06 +103 1.541933e+06 +104 1.553709e+06 +105 1.560813e+06 +106 1.557804e+06 +107 1.574126e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,XGBoost,1.1712262630462646,"96 2.293458e+05 +97 2.299138e+05 +98 2.213396e+05 +99 2.216810e+05 +100 2.207500e+05 +101 1.025014e+06 +102 2.375700e+05 +103 3.782641e+05 +104 3.130636e+05 +105 3.130636e+05 +106 3.130636e+05 +107 7.241768e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,IPTU,XGBoost,1.5832397937774658,"94 31207.242188 +95 30851.033203 +96 7606.181641 +97 8841.787109 +98 10965.140625 +99 8738.398438 +100 18774.900391 +101 34393.898438 +102 73000.296875 +103 77205.359375 +104 22669.388672 +105 74378.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ISS,XGBoost,1.0583186149597168,"96 66400.351562 +97 58244.042969 +98 66824.304688 +99 67611.968750 +100 66812.257812 +101 66862.203125 +102 67044.460938 +103 67611.968750 +104 67440.367188 +105 67611.968750 +106 67611.968750 +107 67611.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ITBI,SARIMAX,1.6577093601226807,"94 27110.988281 +95 14777.044922 +96 17335.537109 +97 17239.966797 +98 13653.672852 +99 22895.771484 +100 28509.382812 +101 22685.578125 +102 22278.867188 +103 28058.589844 +104 27370.304688 +105 20144.708984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,SARIMAX,1.1109135150909424,"96 760526.7500 +97 791826.6250 +98 775426.4375 +99 775185.3125 +100 721824.0625 +101 721279.4375 +102 721279.4375 +103 791826.6250 +104 791585.5000 +105 712845.3125 +106 748390.8125 +107 775426.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,MLP,1.0630340576171875,"96 58702.220671 +97 128466.775797 +98 148846.445050 +99 173120.490924 +100 230188.577499 +101 650975.707302 +102 304605.912972 +103 402654.465660 +104 475731.340284 +105 562116.088316 +106 677956.332712 +107 817182.676241 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,IPTU,XGBoost,1.3688910007476807,"96 1.293452e+06 +97 7.947341e+05 +98 8.580991e+05 +99 8.291993e+05 +100 6.375374e+05 +101 6.220600e+05 +102 1.145798e+06 +103 6.052174e+05 +104 6.493347e+05 +105 6.393989e+05 +106 5.680999e+05 +107 6.679319e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ISS,MLP,2.076845645904541,"96 1.016051e+06 +97 9.541661e+05 +98 1.042103e+06 +99 1.025103e+06 +100 1.027571e+06 +101 1.034772e+06 +102 1.048523e+06 +103 1.100309e+06 +104 1.077587e+06 +105 1.077111e+06 +106 1.118052e+06 +107 1.130214e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ITBI,HWES,2.4566128253936768,"96 402700.18750 +97 477679.93750 +98 517681.53125 +99 403754.00000 +100 400822.46875 +101 419968.50000 +102 406905.84375 +103 570029.31250 +104 533434.12500 +105 406905.84375 +106 400822.46875 +107 400822.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,MLP,1.215348243713379,"96 2.306813e+06 +97 2.266894e+06 +98 2.290484e+06 +99 2.352718e+06 +100 2.376468e+06 +101 2.376416e+06 +102 2.400729e+06 +103 2.421920e+06 +104 2.454876e+06 +105 2.471386e+06 +106 2.489621e+06 +107 2.475405e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,MLP,1.1131165027618408,"96 1.726050e+05 +97 3.411323e+05 +98 2.311216e+05 +99 -1.227402e+05 +100 4.802750e+04 +101 1.698254e+06 +102 2.918078e+05 +103 4.352458e+05 +104 4.537269e+05 +105 3.101869e+05 +106 5.036347e+05 +107 7.462766e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,IPTU,HWES,1.553684949874878,"96 8438.261719 +97 58380.261719 +98 61893.609375 +99 2313.617676 +100 6759.973633 +101 6575.068848 +102 1756.940918 +103 57490.089844 +104 57490.089844 +105 1932.459595 +106 2066.291504 +107 1941.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ISS,MLP,1.0674705505371094,"96 110957.569417 +97 115504.463662 +98 125005.105656 +99 149215.750599 +100 126902.336930 +101 68779.659611 +102 151934.538604 +103 143203.429432 +104 135779.402118 +105 109339.019104 +106 127684.348421 +107 198856.321721 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ITBI,XGBoost,1.1464757919311523,"96 36731.207031 +97 36500.062500 +98 48440.050781 +99 37234.164062 +100 32684.982422 +101 38698.992188 +102 32667.212891 +103 38396.703125 +104 32202.785156 +105 38825.656250 +106 36597.167969 +107 31939.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,MLP,1.0683486461639404,"96 807213.763298 +97 794627.357047 +98 803174.971692 +99 824153.540739 +100 833442.657177 +101 833598.877132 +102 841911.703580 +103 849120.307987 +104 859935.124733 +105 865375.842973 +106 870928.947230 +107 866444.869730 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,MLP,1.1034934520721436,"96 -11252.914589 +97 90790.452367 +98 79364.532824 +99 26136.665619 +100 77279.866714 +101 487742.022274 +102 90775.409046 +103 174855.696430 +104 189625.979548 +105 194129.542661 +106 263421.793295 +107 318272.356843 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,IPTU,MLP,1.9058771133422852,"96 169434.918785 +97 179556.289507 +98 155367.492857 +99 219940.787285 +100 234897.733913 +101 275638.957251 +102 253748.146428 +103 265307.530751 +104 282344.113030 +105 311694.341739 +106 326994.513558 +107 327597.460632 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ISS,MLP,1.8795135021209717,"96 310176.916237 +97 316647.310084 +98 324220.548192 +99 323740.802806 +100 311787.087620 +101 313266.056880 +102 316784.242883 +103 316393.302972 +104 317254.417929 +105 315395.099946 +106 315195.990440 +107 313867.026714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ITBI,XGBoost,3.009413957595825,"96 166923.953125 +97 173614.203125 +98 177833.953125 +99 169792.765625 +100 177972.265625 +101 237034.968750 +102 180801.250000 +103 177816.218750 +104 171544.765625 +105 171544.765625 +106 177816.218750 +107 123256.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,MLP,1.2251129150390625,"96 2.303357e+06 +97 2.261471e+06 +98 2.275486e+06 +99 2.343396e+06 +100 2.356137e+06 +101 2.402755e+06 +102 2.419538e+06 +103 2.440139e+06 +104 2.484014e+06 +105 2.511973e+06 +106 2.542499e+06 +107 2.521122e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,XGBoost,1.8075594902038574,"96 229666.890625 +97 227287.109375 +98 169201.812500 +99 156432.890625 +100 156432.890625 +101 593599.687500 +102 528068.062500 +103 527843.250000 +104 243832.500000 +105 243832.500000 +106 243832.500000 +107 541164.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,IPTU,MLP,1.375354528427124,"96 302808.744076 +97 137030.214081 +98 103479.391452 +99 77529.793509 +100 76986.217223 +101 85537.258095 +102 89162.981576 +103 87521.124857 +104 86747.643062 +105 87762.163817 +106 89769.011552 +107 90283.262421 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ISS,SARIMAX,1.1604163646697998,"96 119587.835938 +97 122111.242188 +98 122076.820312 +99 122076.820312 +100 139528.140625 +101 139528.140625 +102 122076.820312 +103 122076.820312 +104 139528.140625 +105 122149.257812 +106 122076.820312 +107 122076.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ITBI,SES,2.2055280208587646,"96 32388.384766 +97 53735.648438 +98 57080.597656 +99 48787.777344 +100 71967.500000 +101 57051.492188 +102 73038.367188 +103 51275.875000 +104 61954.277344 +105 62322.488281 +106 59896.996094 +107 53073.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,MLP,1.7179088592529297,"96 1.494293e+06 +97 1.556346e+06 +98 1.531169e+06 +99 1.549728e+06 +100 1.637542e+06 +101 1.608918e+06 +102 1.627160e+06 +103 1.647080e+06 +104 1.661694e+06 +105 1.680625e+06 +106 1.682902e+06 +107 1.683881e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,MLP,1.335463047027588,"96 3.961082e+05 +97 4.461439e+05 +98 4.569455e+05 +99 5.181101e+05 +100 6.895274e+05 +101 8.584814e+05 +102 8.905602e+05 +103 1.023131e+06 +104 1.192604e+06 +105 1.401136e+06 +106 1.626636e+06 +107 1.861122e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,IPTU,MLP,1.8362581729888916,"91 736.126428 +92 281.620200 +93 -713.798674 +94 -2067.226542 +95 -1337.358303 +96 -2533.615776 +97 -2272.413010 +98 -2966.937807 +99 -3595.390996 +100 -4266.855879 +101 -4910.238779 +102 -5329.997342 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ISS,XGBoost,1.2232749462127686,"96 32687.486328 +97 30387.052734 +98 45202.363281 +99 21462.158203 +100 31891.986328 +101 20562.640625 +102 35596.000000 +103 40041.578125 +104 41362.250000 +105 20472.339844 +106 33573.464844 +107 40234.847656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ITBI,XGBoost,1.189786672592163,"84 111044.328125 +85 116918.484375 +86 98672.656250 +87 89054.757812 +88 109954.320312 +89 224610.265625 +90 174738.531250 +91 174118.609375 +92 222067.328125 +93 216119.343750 +94 120167.429688 +95 120455.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,MLP,0.8847658634185791,"96 776902.767420 +97 767219.811951 +98 787699.883556 +99 808276.714928 +100 836953.238181 +101 799379.751661 +102 822697.227264 +103 837015.473789 +104 842298.707880 +105 843979.590683 +106 838266.010425 +107 855964.999621 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,MLP,1.1145098209381104,"84 7814.296330 +85 11288.765645 +86 18171.720794 +87 21048.776108 +88 9855.856425 +89 18423.836286 +90 19124.853348 +91 26096.098404 +92 27766.795072 +93 28485.293924 +94 30103.047800 +95 17316.622731 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,IPTU,SARIMAX,1.149357795715332,"84 124441.000000 +85 19099.185547 +86 16021.169922 +87 35270.988281 +88 18671.376953 +89 6034.701660 +90 15473.357422 +91 69161.687500 +92 7178.104492 +93 13376.425781 +94 11983.734375 +95 59459.792969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ISS,MLP,1.1126456260681152,"96 65895.096428 +97 74537.660962 +98 70027.291916 +99 81490.366129 +100 79535.505490 +101 57286.932953 +102 67238.763145 +103 62007.052447 +104 61645.826066 +105 52926.238077 +106 47839.660322 +107 55171.273978 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ITBI,XGBoost,1.0747644901275635,"96 11746.108398 +97 15014.443359 +98 11888.625000 +99 9295.327148 +100 10047.848633 +101 9996.527344 +102 11015.799805 +103 13784.760742 +104 15514.775391 +105 13919.869141 +106 13818.783203 +107 14937.352539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,MLP,0.9595162868499756,"96 631554.103415 +97 619256.677033 +98 625926.357182 +99 643350.764816 +100 650148.699692 +101 646161.000957 +102 653626.991642 +103 659828.238730 +104 668923.135749 +105 673173.244351 +106 678137.416062 +107 675001.271327 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,MLP,1.0347926616668701,"96 -26607.858799 +97 21734.061205 +98 6113.511799 +99 -14411.453575 +100 7758.453831 +101 194060.126686 +102 -5341.717329 +103 30904.737912 +104 26210.779581 +105 17866.266153 +106 40130.147838 +107 61894.292185 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,IPTU,SARIMAX,1.1218817234039307,"96 40356.296875 +97 8259.502930 +98 9842.101562 +99 9907.223633 +100 10482.099609 +101 9893.182617 +102 41404.023438 +103 25361.962891 +104 25104.857422 +105 25104.857422 +106 24431.933594 +107 20686.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ISS,MLP,1.299363374710083,"96 131149.562300 +97 133989.580999 +98 134425.233627 +99 138549.125502 +100 140791.683741 +101 145648.085434 +102 147393.601399 +103 152395.172222 +104 157042.934412 +105 157966.557354 +106 161618.259712 +107 165974.828204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ITBI,XGBoost,1.205476999282837,"96 18424.431641 +97 25581.031250 +98 8681.738281 +99 12579.808594 +100 23822.439453 +101 15333.469727 +102 24581.140625 +103 18706.697266 +104 11403.312500 +105 11674.571289 +106 18711.347656 +107 13311.143555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,MLP,1.0198173522949219,"96 477705.931042 +97 467023.658050 +98 484621.705377 +99 491928.479930 +100 497266.951223 +101 491857.757844 +102 499321.806400 +103 505659.178217 +104 513897.637001 +105 514554.126079 +106 518347.071741 +107 517894.693157 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,SARIMAX,1.030972957611084,"96 101229.210938 +97 84537.468750 +98 109581.093750 +99 101229.210938 +100 101229.210938 +101 218424.296875 +102 203580.718750 +103 182463.328125 +104 218424.296875 +105 184063.562500 +106 184121.500000 +107 218424.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,IPTU,SARIMAX,2.7258169651031494,"90 5082.397461 +91 5307.810059 +92 5845.172852 +93 5422.839355 +94 9997.963867 +95 6788.577148 +96 765.884644 +97 4147.624512 +98 4506.386719 +99 3352.486084 +100 11965.160156 +101 7923.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ISS,XGBoost,2.3837890625,"96 46708.902344 +97 49622.250000 +98 49885.765625 +99 47442.906250 +100 49187.332031 +101 47521.839844 +102 47609.824219 +103 47737.921875 +104 47737.921875 +105 47609.824219 +106 49533.027344 +107 47609.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ITBI,SES,1.7351946830749512,"95 83171.507812 +96 26390.417969 +97 47217.726562 +98 40375.140625 +99 30666.564453 +100 21467.818359 +101 43884.371094 +102 43090.085938 +103 48530.644531 +104 25464.628906 +105 91873.656250 +106 82413.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,MLP,0.9350311756134033,"96 1.533944e+06 +97 1.516852e+06 +98 1.560336e+06 +99 1.601997e+06 +100 1.668367e+06 +101 1.589187e+06 +102 1.639727e+06 +103 1.671703e+06 +104 1.683024e+06 +105 1.687368e+06 +106 1.671522e+06 +107 1.712636e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,MLP,1.1034739017486572,"96 -6854.432832 +97 23931.243727 +98 15097.565740 +99 4108.028690 +100 16744.047707 +101 91896.066575 +102 19339.254459 +103 37336.838782 +104 37357.509674 +105 37287.395196 +106 49390.513731 +107 51894.353585 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,IPTU,XGBoost,1.1140542030334473,"96 6.729007e+05 +97 7.291853e+05 +98 6.708719e+05 +99 6.721884e+05 +100 6.287738e+05 +101 4.495002e+05 +102 4.525265e+05 +103 4.488142e+05 +104 4.864721e+05 +105 1.229491e+06 +106 1.204068e+06 +107 6.552215e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ISS,SARIMAX,1.2714998722076416,"96 9.230949e+05 +97 9.144212e+05 +98 9.153461e+05 +99 9.234146e+05 +100 1.014534e+06 +101 1.019887e+06 +102 1.019887e+06 +103 1.014534e+06 +104 1.019887e+06 +105 1.019887e+06 +106 1.019887e+06 +107 1.019887e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ITBI,SARIMAX,1.9164495468139648,"96 171871.296875 +97 236249.421875 +98 172278.609375 +99 161436.671875 +100 172278.609375 +101 236593.500000 +102 171871.296875 +103 171881.250000 +104 171871.296875 +105 172278.609375 +106 171871.296875 +107 171881.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,MLP,1.0759122371673584,"96 2.974743e+06 +97 2.916380e+06 +98 2.960538e+06 +99 3.010317e+06 +100 3.089319e+06 +101 3.007088e+06 +102 3.041213e+06 +103 3.072411e+06 +104 3.088707e+06 +105 3.097500e+06 +106 3.090190e+06 +107 3.118219e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,MLP,1.042067527770996,"94 -1.530395e+05 +95 3.696168e+05 +96 3.313162e+05 +97 1.760909e+05 +98 3.812563e+05 +99 1.736530e+06 +100 3.293765e+05 +101 7.044323e+05 +102 7.821583e+05 +103 8.163079e+05 +104 1.056164e+06 +105 1.075937e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,IPTU,AR,1.3833904266357422,"96 107146.000000 +97 91563.804688 +98 90905.554688 +99 88967.273438 +100 90693.835938 +101 90639.289062 +102 55841.894531 +103 92790.226562 +104 114249.953125 +105 116833.890625 +106 78952.398438 +107 55020.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ISS,SARIMAX,0.8380105495452881,"96 140581.921875 +97 140535.062500 +98 137409.484375 +99 129715.140625 +100 131213.828125 +101 131109.796875 +102 129715.140625 +103 129715.140625 +104 136704.718750 +105 136704.718750 +106 122121.835938 +107 140903.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ITBI,XGBoost,0.9649233818054199,"96 26448.365234 +97 26909.656250 +98 33083.609375 +99 26631.794922 +100 26142.994141 +101 28234.800781 +102 14179.832031 +103 16652.095703 +104 13790.266602 +105 24972.031250 +106 24120.699219 +107 22613.541016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,XGBoost,1.111943244934082,"96 1.225503e+06 +97 9.889108e+05 +98 1.233320e+06 +99 1.233766e+06 +100 1.234566e+06 +101 1.235374e+06 +102 1.233766e+06 +103 1.083179e+06 +104 1.175277e+06 +105 1.133451e+06 +106 1.221146e+06 +107 1.028643e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,XGBoost,1.06192946434021,"84 372502.90625 +85 399294.93750 +86 394753.75000 +87 352957.31250 +88 397954.81250 +89 394753.75000 +90 351295.56250 +91 351295.56250 +92 394753.75000 +93 351295.56250 +94 351295.56250 +95 394753.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,IPTU,SARIMAX,1.1038198471069336,"78 2375.687988 +79 1540.037598 +80 432.620544 +81 575.708923 +82 73.835197 +83 935.309937 +84 349.262634 +85 270.414612 +86 2114.305664 +87 326.628906 +88 1132.880737 +89 2655.550781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ISS,MLP,1.1807012557983398,"84 28370.382735 +85 26878.601880 +86 27590.898390 +87 25810.476893 +88 24457.949293 +89 22050.689911 +90 22319.712695 +91 21965.760187 +92 21135.783847 +93 20825.817626 +94 20819.668889 +95 21498.037219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ITBI,XGBoost,1.04451322555542,"82 8796.641602 +83 5888.918457 +84 11024.089844 +85 8551.588867 +86 17946.556641 +87 5912.051758 +88 8765.328125 +89 11194.657227 +90 8846.392578 +91 16565.908203 +92 4391.231934 +93 4062.493164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,XGBoost,1.0225117206573486,"84 1128741.625 +85 1129864.125 +86 1130042.125 +87 1130042.125 +88 1130042.125 +89 1194136.750 +90 1129864.125 +91 1129864.125 +92 1128925.500 +93 1128925.500 +94 1128925.500 +95 1194136.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,0.8707458972930908,"84 14091.981445 +85 9844.445312 +86 7634.348145 +87 7219.769531 +88 9951.380859 +89 62469.906250 +90 13128.292969 +91 14278.500977 +92 19458.386719 +93 20061.539062 +94 15393.091797 +95 51815.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,IPTU,AR,1.466160774230957,"96 3868.407471 +97 3971.885254 +98 3943.842285 +99 3851.710449 +100 3811.041504 +101 4174.107910 +102 4176.907715 +103 4675.842285 +104 4148.310547 +105 4101.512695 +106 4101.512695 +107 4148.310547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ISS,XGBoost,0.9465456008911133,"96 17022.843750 +97 21363.791016 +98 15982.857422 +99 22139.875000 +100 17262.917969 +101 20138.269531 +102 19809.316406 +103 13991.833984 +104 22888.800781 +105 14196.087891 +106 22888.800781 +107 15412.926758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ITBI,MLP,3.7543909549713135,"96 10320.703246 +97 13007.938015 +98 10128.558364 +99 10732.255471 +100 11123.562816 +101 10989.192770 +102 11153.085213 +103 11399.032065 +104 10421.957726 +105 11298.619180 +106 11067.707788 +107 11170.950394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,MLP,2.239412307739258,"96 292176.979082 +97 284424.673288 +98 288502.129390 +99 297264.139788 +100 302158.627227 +101 297882.798857 +102 302072.740146 +103 306265.655339 +104 310913.393378 +105 312958.786540 +106 314945.598822 +107 314890.697854 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,MLP,2.3938770294189453,"95 4385.725943 +96 -720.569614 +97 13926.922070 +98 12287.112574 +99 13867.520966 +100 48735.089076 +101 12463.052622 +102 15274.327908 +103 26731.720162 +104 30091.655641 +105 33433.639588 +106 34415.000034 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,IPTU,HWES,1.8920271396636963,"96 13718.930664 +97 15652.403320 +98 15246.466797 +99 9084.615234 +100 10752.892578 +101 19815.683594 +102 14973.984375 +103 20858.908203 +104 19799.949219 +105 12294.347656 +106 12535.697266 +107 22830.728516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ISS,Prophet,1.4654111862182617,"96 37651.257812 +97 38391.597656 +98 41400.386719 +99 41400.386719 +100 41400.386719 +101 41297.156250 +102 41297.156250 +103 41297.156250 +104 41297.156250 +105 41297.156250 +106 41297.156250 +107 41297.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ITBI,XGBoost,1.778583288192749,"94 6823.883301 +95 6741.517578 +96 6747.322266 +97 8945.044922 +98 8808.164062 +99 9376.609375 +100 15429.930664 +101 14519.285156 +102 14493.220703 +103 14437.498047 +104 14437.498047 +105 14424.951172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,XGBoost,1.2554373741149902,"96 588208.8750 +97 599728.4375 +98 599697.1875 +99 597922.5625 +100 528575.8125 +101 550315.3750 +102 549704.3750 +103 598723.7500 +104 616511.5625 +105 555609.3750 +106 615190.5625 +107 552649.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,MLP,3.3694424629211426,"96 -5193.289666 +97 36260.455021 +98 32523.598823 +99 26522.865169 +100 54258.836868 +101 250538.055663 +102 58264.378779 +103 107320.530084 +104 124340.395179 +105 145059.864939 +106 192285.973818 +107 236317.234239 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,IPTU,SES,2.3367650508880615,"88 169242.343750 +89 248614.078125 +90 161848.375000 +91 84648.148438 +92 55146.910156 +93 59551.828125 +94 222127.281250 +95 158652.218750 +96 245454.390625 +97 166430.234375 +98 84501.656250 +99 154743.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ISS,MLP,2.210818290710449,"88 80725.759241 +89 60532.031610 +90 74362.232176 +91 78377.000798 +92 51110.183103 +93 57085.183554 +94 46688.751860 +95 62819.796419 +96 47445.360240 +97 32726.269778 +98 53805.757842 +99 50047.372290 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ITBI,XGBoost,1.2995011806488037,"88 46919.160156 +89 68142.843750 +90 61596.390625 +91 41167.511719 +92 59145.910156 +93 65593.406250 +94 87911.085938 +95 69077.093750 +96 75052.968750 +97 96782.257812 +98 68806.117188 +99 68806.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,MLP,1.0964534282684326,"88 9.599002e+05 +89 9.427284e+05 +90 9.569980e+05 +91 9.534864e+05 +92 9.598650e+05 +93 9.971699e+05 +94 1.000200e+06 +95 1.004894e+06 +96 1.022473e+06 +97 1.037334e+06 +98 1.054638e+06 +99 1.044606e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,MLP,1.2202072143554688,"88 18991.994774 +89 118996.396888 +90 113791.948771 +91 94080.435808 +92 131338.327548 +93 390684.582030 +94 163730.076311 +95 235598.451065 +96 254391.759978 +97 280521.693901 +98 329150.870028 +99 316857.126862 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,IPTU,SARIMAX,1.5596184730529785,"93 36544.542969 +94 35740.871094 +95 6660.399902 +96 4448.746094 +97 3901.379639 +98 2642.128906 +99 73460.117188 +100 73979.039062 +101 5472.953125 +102 6923.901855 +103 6441.501953 +104 7382.497559 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ISS,MLP,1.5277986526489258,"96 77979.070122 +97 78944.744471 +98 79951.124835 +99 81646.227811 +100 76012.370479 +101 77371.556983 +102 77032.433655 +103 78488.246860 +104 78705.969188 +105 77246.227344 +106 83713.486570 +107 83907.231030 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ITBI,SARIMAX,1.1239562034606934,"96 15384.318359 +97 13797.577148 +98 19724.605469 +99 28189.753906 +100 25822.218750 +101 11067.765625 +102 19175.152344 +103 18144.453125 +104 17366.623047 +105 29453.404297 +106 25163.015625 +107 18252.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,XGBoost,1.0184636116027832,"96 846075.0000 +97 908577.0000 +98 858237.8750 +99 852586.1875 +100 853479.6875 +101 968943.5625 +102 858867.1875 +103 908577.0000 +104 859449.0625 +105 859449.0625 +106 846153.0000 +107 933145.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,MLP,1.7856769561767578,"96 3.695652e+04 +97 1.531938e+05 +98 1.820560e+05 +99 2.019977e+05 +100 2.809045e+05 +101 7.958269e+05 +102 4.149703e+05 +103 6.040915e+05 +104 7.505430e+05 +105 9.218035e+05 +106 1.178239e+06 +107 1.522934e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,IPTU,HWES,3.9470152854919434,"90 10656.575195 +91 5240.054199 +92 1168.431030 +93 935.703796 +94 1457.107788 +95 1795.501709 +96 7477.574707 +97 2195.331787 +98 15891.129883 +99 18785.542969 +100 3583.119873 +101 9918.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ISS,AR,1.6284534931182861,"96 9601.208008 +97 8503.670898 +98 5296.137207 +99 20730.628906 +100 6128.463379 +101 20417.587891 +102 22822.207031 +103 16563.111328 +104 9686.143555 +105 9228.794922 +106 11529.412109 +107 9396.261719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ITBI,XGBoost,1.0164847373962402,"94 12058.999023 +95 12112.014648 +96 21756.906250 +97 23807.681641 +98 9875.924805 +99 13400.466797 +100 14578.325195 +101 14514.257812 +102 13784.429688 +103 15030.592773 +104 2828.570801 +105 5417.887695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,MLP,1.3659167289733887,"96 637501.352850 +97 629251.834431 +98 644618.573592 +99 655840.693931 +100 682892.088506 +101 663699.687909 +102 669137.348977 +103 680797.330636 +104 683244.713293 +105 685132.234888 +106 680474.982648 +107 690670.538183 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,SARIMAX,1.7526919841766357,"96 115360.523438 +97 30584.605469 +98 30954.121094 +99 37697.957031 +100 37487.000000 +101 115460.820312 +102 115467.726562 +103 46480.953125 +104 41319.640625 +105 38568.609375 +106 38004.066406 +107 111951.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,IPTU,SARIMAX,1.1855316162109375,"93 8987.837891 +94 9686.682617 +95 11169.676758 +96 7255.043945 +97 7980.003906 +98 3074.259277 +99 3982.606934 +100 3982.606934 +101 4630.320312 +102 2856.517822 +103 4099.896973 +104 1891.292480 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,2.741469383239746,"96 103638.281250 +97 128829.335938 +98 139263.687500 +99 139263.687500 +100 143210.734375 +101 145785.203125 +102 139263.687500 +103 145785.203125 +104 145785.203125 +105 145785.203125 +106 145785.203125 +107 145785.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ITBI,MLP,1.7937767505645752,"96 41718.358075 +97 25576.691541 +98 11526.659583 +99 4987.273303 +100 6327.551394 +101 17030.070253 +102 -3256.885748 +103 -644.740195 +104 6023.782681 +105 13606.138602 +106 17694.561334 +107 13167.780475 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,MLP,1.1280269622802734,"96 837669.723429 +97 814387.569200 +98 835646.572899 +99 855180.788151 +100 887388.750357 +101 812782.832191 +102 849253.186870 +103 868644.759970 +104 870421.160688 +105 867286.100214 +106 849977.225622 +107 888741.804918 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,XGBoost,1.1755025386810303,"94 57117.289062 +95 42736.386719 +96 78084.507812 +97 168084.546875 +98 188594.375000 +99 289075.906250 +100 172640.750000 +101 154999.671875 +102 172640.750000 +103 290951.500000 +104 290951.500000 +105 290951.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,IPTU,SARIMAX,1.0008840560913086,"96 1.687373e+06 +97 1.431020e+06 +98 1.351149e+06 +99 1.068877e+06 +100 2.833507e+05 +101 4.129128e+05 +102 1.391935e+06 +103 1.356843e+06 +104 1.397870e+06 +105 1.397870e+06 +106 2.957078e+05 +107 4.406327e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ISS,SARIMAX,1.8100790977478027,"96 1676510.125 +97 1677456.250 +98 1674267.375 +99 1675335.750 +100 1673583.875 +101 1730170.625 +102 1730170.625 +103 1730170.625 +104 1730170.625 +105 1730170.625 +106 1730170.625 +107 1730170.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ITBI,MLP,1.0488719940185547,"96 444239.441993 +97 451621.438302 +98 430529.885407 +99 407142.096825 +100 419733.400471 +101 429333.933714 +102 415034.708331 +103 405540.150312 +104 405601.963947 +105 411558.043108 +106 407312.818198 +107 400542.424536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,MLP,1.2043392658233643,"96 5.990825e+06 +97 5.847469e+06 +98 5.957174e+06 +99 6.110658e+06 +100 6.305683e+06 +101 5.991913e+06 +102 6.145386e+06 +103 6.256488e+06 +104 6.321594e+06 +105 6.339043e+06 +106 6.295418e+06 +107 6.418581e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,XGBoost,1.1274805068969727,"96 1145753.625 +97 1141320.125 +98 1111292.750 +99 1116470.500 +100 1081152.375 +101 3387184.750 +102 2701601.250 +103 2337087.250 +104 2337087.250 +105 2338078.000 +106 2121646.750 +107 3387184.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,IPTU,XGBoost,1.3778998851776123,"96 2.400524e+06 +97 1.327226e+06 +98 1.327226e+06 +99 1.327226e+06 +100 1.361624e+05 +101 1.414964e+05 +102 1.331952e+06 +103 1.332200e+06 +104 1.332200e+06 +105 1.332200e+06 +106 4.490466e+05 +107 4.462571e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ISS,XGBoost,1.1886918544769287,"96 797491.6875 +97 782733.9375 +98 855276.9375 +99 883257.8750 +100 871907.1875 +101 860413.1875 +102 884589.1250 +103 871907.1875 +104 871907.1875 +105 871076.8750 +106 871076.8750 +107 859555.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ITBI,MLP,1.1409549713134766,"96 453291.678964 +97 542990.087023 +98 599365.995293 +99 310381.997935 +100 557250.932481 +101 645023.870726 +102 602705.508485 +103 590326.243220 +104 530173.048312 +105 621193.059400 +106 672650.205794 +107 608684.324406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,MLP,2.022923707962036,"96 3.201018e+06 +97 2.607893e+06 +98 2.605679e+06 +99 2.833761e+06 +100 2.834336e+06 +101 2.938061e+06 +102 2.859504e+06 +103 2.641052e+06 +104 2.895553e+06 +105 2.979027e+06 +106 3.004142e+06 +107 2.890538e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,SARIMAX,2.3529317378997803,"96 6.755434e+05 +97 6.322484e+05 +98 7.368012e+05 +99 6.648904e+05 +100 6.648904e+05 +101 2.343305e+06 +102 9.255648e+05 +103 6.514173e+05 +104 6.514173e+05 +105 6.514173e+05 +106 6.514173e+05 +107 2.343305e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,IPTU,SARIMAX,1.5366952419281006,"96 3740814.750 +97 3660491.250 +98 3630835.250 +99 3445619.750 +100 3438416.250 +101 1076636.500 +102 3502698.750 +103 3502698.750 +104 3502698.750 +105 3389069.750 +106 3389069.750 +107 1065735.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ISS,MLP,1.0502188205718994,"96 4.554737e+06 +97 4.264519e+06 +98 4.425852e+06 +99 4.398303e+06 +100 4.212190e+06 +101 3.932440e+06 +102 4.186384e+06 +103 4.438187e+06 +104 4.295924e+06 +105 4.393406e+06 +106 4.626234e+06 +107 5.044483e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ITBI,SARIMAX,1.136242151260376,"96 1088021.875 +97 1105056.750 +98 1131320.000 +99 1138604.125 +100 1126495.625 +101 1131320.000 +102 1126495.625 +103 1126495.625 +104 1126495.625 +105 1126495.625 +106 1084322.000 +107 1088021.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,MLP,1.9834895133972168,"96 7.173451e+06 +97 7.052610e+06 +98 7.116517e+06 +99 7.257658e+06 +100 7.349633e+06 +101 7.197982e+06 +102 7.279415e+06 +103 7.327110e+06 +104 7.385890e+06 +105 7.408147e+06 +106 7.424007e+06 +107 7.422524e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,XGBoost,2.696260929107666,"96 2898154.00 +97 2713216.25 +98 2712457.00 +99 2609580.25 +100 2609580.25 +101 7395265.00 +102 3592317.50 +103 4135843.75 +104 4133433.75 +105 4067377.00 +106 4395684.50 +107 6101911.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,IPTU,Prophet,2.534271240234375,"90 163636.156250 +91 83001.992188 +92 83001.992188 +93 65916.898438 +94 83001.992188 +95 60606.050781 +96 83001.992188 +97 83001.992188 +98 83001.992188 +99 83001.992188 +100 83001.992188 +101 83001.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ISS,MLP,1.7598094940185547,"96 103394.066346 +97 124303.270623 +98 146447.815799 +99 177882.927709 +100 210156.301699 +101 247758.199706 +102 296291.501583 +103 355003.861604 +104 425889.501439 +105 511107.385525 +106 613275.802472 +107 737553.831330 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ITBI,XGBoost,1.0513317584991455,"91 28818.763672 +92 14622.250000 +93 24067.748047 +94 22041.886719 +95 7170.123535 +96 21894.126953 +97 4054.754883 +98 21996.652344 +99 4054.754883 +100 4094.706055 +101 8408.632812 +102 21712.814453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,MLP,1.2092351913452148,"96 541120.448669 +97 537956.127394 +98 543218.517863 +99 555213.777294 +100 562944.911248 +101 559299.501061 +102 566007.945934 +103 570591.598753 +104 577079.154925 +105 580694.195787 +106 583755.304286 +107 583249.410862 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,SARIMAX,1.2965421676635742,"96 80868.125000 +97 76986.023438 +98 83521.117188 +99 84486.000000 +100 83521.117188 +101 213610.640625 +102 137907.640625 +103 139072.484375 +104 139072.484375 +105 139072.484375 +106 139072.484375 +107 213610.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,IPTU,HWES,1.7683196067810059,"93 5257.018555 +94 4119.302734 +95 3948.875000 +96 3803.862549 +97 2898.071045 +98 4507.429199 +99 9146.394531 +100 5101.073242 +101 7780.859375 +102 4186.223633 +103 9070.854492 +104 3660.058350 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ISS,MLP,0.9857020378112793,"96 30521.335383 +97 21873.516183 +98 20550.591055 +99 25999.710800 +100 29401.553144 +101 17445.616136 +102 20549.729300 +103 23521.086393 +104 24416.663811 +105 20879.126353 +106 18173.866229 +107 23845.844391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ITBI,XGBoost,2.6593058109283447,"94 106434.289062 +95 111239.992188 +96 117708.726562 +97 117583.593750 +98 117726.492188 +99 117080.140625 +100 117101.046875 +101 117144.484375 +102 117101.046875 +103 117072.375000 +104 117101.046875 +105 117144.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,MLP,2.2602016925811768,"96 501397.363422 +97 532058.205254 +98 496195.698879 +99 522476.101061 +100 542064.670885 +101 517266.621629 +102 532929.548302 +103 525215.387770 +104 542318.352829 +105 539060.277182 +106 534132.629543 +107 545544.595723 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,SARIMAX,1.9234519004821777,"95 20119.912109 +96 19902.800781 +97 9876.629883 +98 9779.175781 +99 9463.501953 +100 86308.898438 +101 77914.546875 +102 41670.144531 +103 27980.390625 +104 27980.390625 +105 25385.847656 +106 29348.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,SARIMAX,0.913898229598999,"77 16259.111328 +78 5811.276855 +79 5593.255859 +80 13704.996094 +81 7035.239746 +82 12428.660156 +83 22546.572266 +84 47428.375000 +85 42914.816406 +86 46619.746094 +87 44191.886719 +88 46619.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,MLP,1.8976702690124512,"96 21349.128449 +97 3938.448165 +98 8792.335813 +99 3567.361514 +100 9990.982265 +101 5019.410831 +102 -4397.112485 +103 -2660.024251 +104 -5404.682347 +105 -5493.228317 +106 -11694.715776 +107 -15776.651680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,XGBoost,1.5378227233886719,"87 12053.632812 +88 7645.353027 +89 8997.235352 +90 9385.997070 +91 11058.403320 +92 7361.216309 +93 3625.163574 +94 7416.447266 +95 7207.722168 +96 3567.733887 +97 3586.096436 +98 8230.334961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,MLP,1.153435468673706,"96 280379.176906 +97 276167.020970 +98 280511.233214 +99 288058.705259 +100 292813.367535 +101 289795.362208 +102 293677.625205 +103 296666.421301 +104 299828.196866 +105 301047.656393 +106 302026.037656 +107 301446.128620 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,MLP,1.1977558135986328,"94 -335.962686 +95 1208.444305 +96 1874.095043 +97 -14484.574057 +98 -13781.343842 +99 21135.640660 +100 -14537.248563 +101 -15128.510626 +102 -20209.514369 +103 -31196.186095 +104 -35443.915135 +105 -47438.764432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,IPTU,HWES,1.7352819442749023,"91 247628.968750 +92 258693.140625 +93 137825.531250 +94 160499.171875 +95 154840.375000 +96 153930.828125 +97 155274.593750 +98 155274.593750 +99 248928.375000 +100 246621.390625 +101 156914.875000 +102 156914.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ISS,SARIMAX,1.2206165790557861,"96 1131312.250 +97 1131312.250 +98 1131312.250 +99 1131312.250 +100 1140757.500 +101 1140757.500 +102 1059294.625 +103 1059294.625 +104 1059294.625 +105 1059294.625 +106 1059294.625 +107 1059294.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ITBI,XGBoost,1.1365108489990234,"96 358234.09375 +97 364013.71875 +98 388737.15625 +99 315778.93750 +100 315247.46875 +101 399439.25000 +102 393149.40625 +103 346020.31250 +104 360838.68750 +105 189104.96875 +106 374463.71875 +107 358774.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,MLP,0.9720661640167236,"96 4.298573e+06 +97 4.254731e+06 +98 4.357612e+06 +99 4.417377e+06 +100 4.599308e+06 +101 4.342554e+06 +102 4.458243e+06 +103 4.518200e+06 +104 4.514611e+06 +105 4.515054e+06 +106 4.456436e+06 +107 4.581465e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,MLP,2.074526786804199,"96 -1.656034e+05 +97 3.851256e+05 +98 4.400022e+05 +99 2.065842e+05 +100 5.135256e+05 +101 3.201563e+06 +102 5.345814e+05 +103 1.119107e+06 +104 1.345396e+06 +105 1.411810e+06 +106 1.904178e+06 +107 2.397012e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,IPTU,HWES,2.6274685859680176,"96 29994.412109 +97 26198.373047 +98 25575.630859 +99 19293.589844 +100 12355.935547 +101 14120.870117 +102 19825.792969 +103 25659.144531 +104 25659.144531 +105 18298.173828 +106 13012.272461 +107 14120.870117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ISS,MLP,2.9242208003997803,"96 68784.465332 +97 70521.261931 +98 69553.034231 +99 70554.025675 +100 69176.354451 +101 68583.015167 +102 69182.092047 +103 68919.055903 +104 69067.282465 +105 68887.755867 +106 69166.756960 +107 69521.722082 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ITBI,MLP,1.1009681224822998,"96 33846.497588 +97 27034.483538 +98 29029.243211 +99 24646.889119 +100 23441.400856 +101 24609.212589 +102 25072.006021 +103 23187.837302 +104 23251.393139 +105 21973.195659 +106 25003.583690 +107 27841.237552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,MLP,1.0400843620300293,"96 863596.018548 +97 849192.756630 +98 873494.252577 +99 881843.966387 +100 922633.438164 +101 824666.632306 +102 870570.678883 +103 885161.275181 +104 875965.174113 +105 871113.274618 +106 843855.696201 +107 899349.068767 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,SARIMAX,1.0500736236572266,"96 111985.265625 +97 46859.621094 +98 46859.621094 +99 27780.722656 +100 27664.898438 +101 538402.250000 +102 82051.921875 +103 50735.082031 +104 50735.082031 +105 87453.703125 +106 85727.617188 +107 168152.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,IPTU,Prophet,4.270007133483887,"73 7376.460938 +74 14218.749023 +75 14016.415039 +76 6525.621094 +77 10842.593750 +78 14052.005859 +79 14020.539062 +80 14132.217773 +81 14132.217773 +82 14181.123047 +83 14052.005859 +84 14052.005859 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ISS,XGBoost,1.183952808380127,"96 38906.296875 +97 38169.015625 +98 38485.312500 +99 37823.269531 +100 38143.539062 +101 38192.601562 +102 38069.292969 +103 38118.562500 +104 56114.207031 +105 47162.242188 +106 55302.613281 +107 46926.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ITBI,SES,1.1030969619750977,"67 83113.375000 +68 71575.046875 +69 73394.914062 +70 61138.519531 +71 59836.847656 +72 63849.035156 +73 65020.093750 +74 60784.496094 +75 63920.675781 +76 55253.113281 +77 60337.703125 +78 55253.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,MLP,1.0342230796813965,"96 417896.722297 +97 420411.252680 +98 432129.390019 +99 440498.900231 +100 461047.812815 +101 448962.602408 +102 457337.800193 +103 463926.294865 +104 465708.064393 +105 467344.514119 +106 463882.156666 +107 472112.491273 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,MLP,1.6265537738800049,"94 -5133.035319 +95 5318.952183 +96 4498.955962 +97 19.138916 +98 3844.486595 +99 31531.891985 +100 5543.848063 +101 11965.379251 +102 12842.072378 +103 13713.204602 +104 18122.541269 +105 11088.158567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,IPTU,XGBoost,1.0331168174743652,"60 24367.722656 +61 6349.693359 +62 23181.322266 +63 2573.597900 +64 602.310303 +65 2265.230469 +66 24189.333984 +67 23441.392578 +68 104.365807 +69 12619.348633 +70 13334.748047 +71 1618.298950 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ISS,MLP,2.02972674369812,"96 130037.894410 +97 -111039.180130 +98 -19366.188114 +99 -167658.606471 +100 -56693.456368 +101 -368862.408655 +102 -677579.493084 +103 -193642.240533 +104 -561264.890516 +105 -292043.497951 +106 -747571.517819 +107 22957.524672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ITBI,XGBoost,1.50386381149292,"79 8281.447266 +80 15115.450195 +81 15109.360352 +82 6571.046387 +83 21946.187500 +84 8911.768555 +85 6078.916504 +86 8248.906250 +87 6780.925293 +88 4222.037109 +89 19249.566406 +90 22362.748047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,MLP,2.053116798400879,"96 409123.057296 +97 401127.380835 +98 408620.049130 +99 420594.658942 +100 431360.145551 +101 419797.067186 +102 428391.767726 +103 435214.535702 +104 440805.199123 +105 442942.000093 +106 443248.475517 +107 446477.095279 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,MLP,2.26304030418396,"93 103.166111 +94 46657.703528 +95 39319.964819 +96 48999.456330 +97 62937.022804 +98 130299.524091 +99 76134.197003 +100 105692.336517 +101 120819.798478 +102 142608.214911 +103 171253.529880 +104 158475.637573 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,IPTU,HWES,1.7120678424835205,"91 27042.552734 +92 25222.955078 +93 13705.075195 +94 14550.170898 +95 18526.496094 +96 14675.145508 +97 5994.464355 +98 3515.760254 +99 5333.896973 +100 5451.572754 +101 5333.896973 +102 5333.896973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ISS,SARIMAX,1.5222432613372803,"96 37421.675781 +97 35842.496094 +98 37940.738281 +99 37774.503906 +100 38462.769531 +101 38034.437500 +102 35121.132812 +103 33792.339844 +104 35121.132812 +105 37495.597656 +106 37495.597656 +107 38250.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ITBI,MLP,4.817001819610596,"96 23657.077892 +97 26167.724402 +98 32140.041431 +99 19117.382094 +100 19571.542486 +101 26566.362839 +102 24745.078969 +103 23316.705639 +104 19985.668356 +105 20576.711693 +106 22232.628058 +107 20820.034202 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,MLP,1.3675780296325684,"96 823713.473134 +97 820072.261416 +98 832869.227191 +99 850648.733390 +100 872030.203755 +101 865036.175792 +102 876011.814045 +103 885584.581250 +104 894297.015425 +105 899975.119083 +106 902532.848103 +107 907165.217697 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,MLP,0.9970004558563232,"96 14880.658389 +97 61257.568742 +98 70725.005937 +99 72511.168035 +100 104140.216421 +101 326089.023276 +102 125081.364441 +103 176482.785690 +104 206301.111751 +105 234881.343218 +106 285768.396754 +107 332622.478246 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,IPTU,SARIMAX,1.1233491897583008,"94 14097.625000 +95 16530.960938 +96 6151.211426 +97 25847.646484 +98 16071.361328 +99 23221.330078 +100 23671.951172 +101 24047.259766 +102 12544.273438 +103 12190.748047 +104 19843.876953 +105 19966.412109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ISS,MLP,2.609072685241699,"96 87646.645061 +97 85472.960689 +98 86310.286872 +99 89490.109568 +100 75884.770400 +101 85495.993581 +102 81054.385189 +103 81853.232471 +104 81108.997482 +105 80139.331809 +106 85143.030264 +107 81747.392303 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ITBI,HWES,2.1104791164398193,"96 52610.425781 +97 47247.738281 +98 46189.519531 +99 40153.710938 +100 47900.148438 +101 30526.076172 +102 36209.703125 +103 28423.646484 +104 40079.257812 +105 40153.710938 +106 40153.710938 +107 41561.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,MLP,1.369051456451416,"96 876620.214892 +97 867845.473115 +98 882655.901780 +99 902177.476036 +100 923774.453429 +101 887117.646106 +102 906058.243766 +103 914218.604495 +104 920467.919254 +105 922369.678650 +106 920274.748585 +107 925706.423332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,MLP,1.232478380203247,"96 -3842.731965 +97 67259.645614 +98 66527.396897 +99 37646.080407 +100 81606.755818 +101 384603.545515 +102 92953.697545 +103 156200.821993 +104 174099.203966 +105 181024.906352 +106 239636.701681 +107 303595.484253 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,SARIMAX,1.0597944259643555,"96 2944197.250 +97 1232594.625 +98 3514252.750 +99 3514252.750 +100 3511912.750 +101 3514252.750 +102 2252630.250 +103 3514252.750 +104 2252630.250 +105 2252630.250 +106 2252630.250 +107 2252630.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,MLP,1.943268060684204,"96 1.232166e+06 +97 1.287422e+06 +98 1.324237e+06 +99 1.260310e+06 +100 1.295116e+06 +101 1.326904e+06 +102 1.334521e+06 +103 1.334770e+06 +104 1.327266e+06 +105 1.349930e+06 +106 1.360886e+06 +107 1.362689e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,MLP,1.836259126663208,"96 360737.167894 +97 402581.616893 +98 497483.261508 +99 590869.765461 +100 335427.589138 +101 412119.804158 +102 463726.993732 +103 455557.441490 +104 381216.529383 +105 269263.451027 +106 424120.998399 +107 370382.095434 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,MLP,1.1341290473937988,"96 2.826386e+06 +97 2.773285e+06 +98 2.793675e+06 +99 2.867876e+06 +100 2.893229e+06 +101 2.912822e+06 +102 2.935754e+06 +103 2.960935e+06 +104 3.006082e+06 +105 3.031294e+06 +106 3.057052e+06 +107 3.037534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,SARIMAX,1.7527341842651367,"96 7.794034e+05 +97 9.943767e+05 +98 1.551366e+06 +99 1.550300e+06 +100 1.550300e+06 +101 1.661814e+06 +102 1.611172e+06 +103 1.662267e+06 +104 1.661616e+06 +105 1.661616e+06 +106 1.661616e+06 +107 1.660748e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,IPTU,XGBoost,3.655717611312866,"84 90569.125000 +85 78834.617188 +86 53393.332031 +87 49446.585938 +88 42824.164062 +89 43387.519531 +90 75520.679688 +91 78411.890625 +92 78458.109375 +93 42824.164062 +94 44257.707031 +95 44830.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ISS,MLP,1.8174538612365723,"84 96122.734925 +85 96443.422716 +86 95521.990128 +87 94464.135607 +88 95403.078503 +89 97965.324061 +90 97387.726272 +91 97281.128269 +92 98291.794445 +93 100558.573383 +94 101944.795375 +95 101214.096467 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ITBI,XGBoost,1.3588566780090332,"84 369168.96875 +85 369168.96875 +86 304666.81250 +87 289609.56250 +88 369168.96875 +89 279340.68750 +90 293161.00000 +91 304666.81250 +92 304666.81250 +93 304666.81250 +94 289609.56250 +95 304666.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,XGBoost,1.0400340557098389,"84 1053843.375 +85 1122421.125 +86 1063394.125 +87 1064344.125 +88 1065077.875 +89 1089190.875 +90 1072033.375 +91 1067292.375 +92 1072033.375 +93 1072033.375 +94 1072033.375 +95 1117407.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,HWES,1.1055059432983398,"84 72064.289062 +85 92256.656250 +86 93485.773438 +87 65183.429688 +88 44498.085938 +89 459386.468750 +90 70807.312500 +91 87480.929688 +92 81912.359375 +93 97364.070312 +94 101573.351562 +95 349683.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,IPTU,AR,1.8692116737365723,"96 8949.477539 +97 6298.738770 +98 13437.924805 +99 5834.478027 +100 6936.085449 +101 5686.483887 +102 5929.041992 +103 5315.224121 +104 12008.357422 +105 6834.484863 +106 5570.568848 +107 6834.484863 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ISS,SARIMAX,1.8988745212554932,"96 16955.539062 +97 16898.701172 +98 17730.367188 +99 10800.499023 +100 12064.471680 +101 18298.160156 +102 17763.248047 +103 10935.246094 +104 18040.750000 +105 20294.597656 +106 18504.097656 +107 17342.423828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ITBI,SES,2.3242805004119873,"94 23526.044922 +95 29094.148438 +96 29112.410156 +97 29137.074219 +98 29098.642578 +99 29127.636719 +100 29130.560547 +101 29130.560547 +102 29137.074219 +103 29113.785156 +104 29130.560547 +105 29113.785156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,MLP,2.102293014526367,"96 317843.161165 +97 312450.570163 +98 315530.337218 +99 323932.023438 +100 326992.024588 +101 327311.120424 +102 330434.626873 +103 333159.755953 +104 337570.622025 +105 339785.144880 +106 342235.297727 +107 340109.732717 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,MLP,2.077237606048584,"96 12099.375518 +97 26188.109306 +98 19150.648383 +99 40002.128066 +100 43493.293203 +101 140198.513218 +102 55697.820794 +103 73024.700861 +104 78853.237408 +105 100372.810234 +106 115415.881051 +107 135177.548990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,IPTU,HWES,1.3108258247375488,"96 26148.054688 +97 16135.121094 +98 6990.431152 +99 7004.079590 +100 82905.218750 +101 8684.559570 +102 39403.800781 +103 16484.503906 +104 18785.962891 +105 17891.617188 +106 70432.968750 +107 10668.431641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ISS,SARIMAX,1.3045320510864258,"96 86452.796875 +97 99094.335938 +98 101067.929688 +99 81932.265625 +100 81664.289062 +101 97145.335938 +102 97145.335938 +103 97145.335938 +104 97145.335938 +105 97145.335938 +106 97145.335938 +107 97145.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ITBI,SES,2.538862466812134,"96 44307.843750 +97 38519.617188 +98 69902.960938 +99 74905.304688 +100 86807.039062 +101 70450.867188 +102 81408.968750 +103 72153.585938 +104 57737.671875 +105 57632.695312 +106 72529.445312 +107 81562.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,MLP,1.788635492324829,"96 1.544613e+06 +97 1.523978e+06 +98 1.558171e+06 +99 1.594482e+06 +100 1.642311e+06 +101 1.574055e+06 +102 1.611754e+06 +103 1.634446e+06 +104 1.643665e+06 +105 1.645729e+06 +106 1.636499e+06 +107 1.662463e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,SARIMAX,2.6244547367095947,"96 160386.328125 +97 151084.109375 +98 147238.953125 +99 153705.750000 +100 138368.765625 +101 706700.625000 +102 240894.718750 +103 274029.281250 +104 293206.781250 +105 293206.781250 +106 293206.781250 +107 706700.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,IPTU,Prophet,1.0149531364440918,"87 110271.000000 +88 112751.984375 +89 34133.335938 +90 9383.333008 +91 9080.019531 +92 8481.315430 +93 175213.703125 +94 241368.812500 +95 211957.171875 +96 320352.718750 +97 320352.718750 +98 320352.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ISS,XGBoost,0.9244253635406494,"96 68295.453125 +97 60634.699219 +98 68232.257812 +99 107360.257812 +100 67670.546875 +101 99216.304688 +102 99216.304688 +103 60634.699219 +104 99216.304688 +105 107360.257812 +106 99216.304688 +107 105580.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ITBI,Prophet,1.9391658306121826,"96 44073.117188 +97 37549.410156 +98 17698.498047 +99 41374.429688 +100 38693.070312 +101 24583.513672 +102 35056.406250 +103 38646.179688 +104 21739.253906 +105 33854.414062 +106 33173.007812 +107 22894.513672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,XGBoost,2.1243765354156494,"96 970519.5625 +97 974891.1875 +98 940857.4375 +99 868846.3125 +100 868542.9375 +101 895866.8750 +102 901550.6875 +103 901778.0000 +104 973605.4375 +105 952144.8125 +106 880133.6875 +107 902880.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,SARIMAX,1.2291712760925293,"96 27075.261719 +97 23473.818359 +98 18017.773438 +99 20951.042969 +100 15495.500977 +101 297175.781250 +102 22782.509766 +103 47214.769531 +104 42863.597656 +105 48188.968750 +106 52592.218750 +107 356967.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,IPTU,AR,1.1553759574890137,"96 8292.973633 +97 17003.765625 +98 3856.311768 +99 3405.100586 +100 9018.444336 +101 5165.475098 +102 15084.143555 +103 11981.007812 +104 11842.270508 +105 10917.771484 +106 13657.015625 +107 4584.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ISS,MLP,0.9742226600646973,"96 28106.897972 +97 28597.092309 +98 27981.806974 +99 28691.726007 +100 29782.840895 +101 27883.906680 +102 28557.021025 +103 28436.286606 +104 28422.627908 +105 28412.550980 +106 28249.991062 +107 28157.998097 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ITBI,MLP,1.1708145141601562,"96 23322.700387 +97 22271.580840 +98 24743.221952 +99 25392.191063 +100 29563.238060 +101 24768.450836 +102 27796.872620 +103 27521.741743 +104 28485.769218 +105 28483.660158 +106 29109.013120 +107 27539.782376 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,MLP,2.010751724243164,"96 635348.359266 +97 630347.005880 +98 639633.556889 +99 653320.685587 +100 668288.889700 +101 659935.827806 +102 668828.246361 +103 675882.199114 +104 682465.007107 +105 686452.691871 +106 688294.797343 +107 691570.905297 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,MLP,2.3000993728637695,"90 -2206.743771 +91 8743.595781 +92 61064.746680 +93 58538.951213 +94 52622.805974 +95 139568.027371 +96 65152.884763 +97 83716.345725 +98 108319.951152 +99 126151.756312 +100 136625.474608 +101 89375.074574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,IPTU,HWES,1.779123306274414,"96 4427997.0 +97 4427997.0 +98 4687285.5 +99 4687285.5 +100 4131905.0 +101 4696118.5 +102 4641630.5 +103 4641630.5 +104 4641630.5 +105 4641630.5 +106 10597747.0 +107 10597747.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ISS,Prophet,1.4917666912078857,"96 9498325.0 +97 9534333.0 +98 9858915.0 +99 10185366.0 +100 10188619.0 +101 10194681.0 +102 10194681.0 +103 10194681.0 +104 10194681.0 +105 10194681.0 +106 10194681.0 +107 10194681.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ITBI,MLP,0.9862320423126221,"96 2.987518e+06 +97 2.955063e+06 +98 2.738447e+06 +99 2.909385e+06 +100 3.099775e+06 +101 2.962659e+06 +102 2.967623e+06 +103 2.932260e+06 +104 3.012805e+06 +105 3.083843e+06 +106 3.101636e+06 +107 3.082958e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,MLP,1.07016921043396,"96 1.080255e+07 +97 1.059638e+07 +98 1.070209e+07 +99 1.097766e+07 +100 1.110031e+07 +101 1.099955e+07 +102 1.112462e+07 +103 1.122421e+07 +104 1.136792e+07 +105 1.143591e+07 +106 1.150957e+07 +107 1.147166e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,XGBoost,1.4127633571624756,"96 4344493.00 +97 3908800.75 +98 3113059.00 +99 2871648.25 +100 2909225.25 +101 14036852.00 +102 4330164.00 +103 4330164.00 +104 5220500.00 +105 5309984.00 +106 5220500.00 +107 14032858.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,IPTU,SARIMAX,0.9826352596282959,"92 12044.515625 +93 12926.777344 +94 8444.692383 +95 13178.664062 +96 9460.327148 +97 11558.130859 +98 16419.222656 +99 7307.554199 +100 11519.937500 +101 7307.554199 +102 2623.416016 +103 1932.352661 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ISS,MLP,0.9849298000335693,"96 102719.622327 +97 88913.979605 +98 87274.686249 +99 102896.216844 +100 30523.303399 +101 53002.067144 +102 28608.451980 +103 30425.394993 +104 19651.094078 +105 -18754.834628 +106 60074.801910 +107 29283.338317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ITBI,SARIMAX,1.2031502723693848,"96 12968.634766 +97 12398.631836 +98 9192.374023 +99 8621.642578 +100 14103.650391 +101 6174.777832 +102 14035.012695 +103 16049.338867 +104 9612.916992 +105 9246.261719 +106 12405.814453 +107 13915.181641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,MLP,1.388054609298706,"96 810410.569236 +97 795190.556109 +98 810662.552252 +99 829102.995983 +100 869638.694889 +101 826108.190194 +102 850311.472009 +103 865413.015647 +104 874900.191190 +105 880262.223054 +106 873756.299634 +107 888974.819458 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,MLP,2.3124961853027344,"96 4.803022e+04 +97 1.195373e+05 +98 1.423617e+05 +99 1.681077e+05 +100 2.317175e+05 +101 6.286910e+05 +102 3.397424e+05 +103 4.654766e+05 +104 5.739762e+05 +105 7.066021e+05 +106 8.915215e+05 +107 1.142144e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,IPTU,HWES,2.8302197456359863,"96 494802.59375 +97 468535.46875 +98 443092.46875 +99 559459.87500 +100 567637.81250 +101 590178.56250 +102 404034.09375 +103 404034.09375 +104 400464.37500 +105 497071.28125 +106 493243.43750 +107 380136.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ISS,Prophet,1.3307583332061768,"96 1191297.625 +97 1256138.750 +98 1164979.625 +99 1182101.750 +100 1242818.875 +101 1333542.375 +102 1220472.125 +103 1220472.125 +104 1184037.750 +105 1220472.125 +106 1220472.125 +107 1308224.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ITBI,SES,1.0855340957641602,"96 179161.859375 +97 218285.000000 +98 286842.187500 +99 276706.125000 +100 276213.375000 +101 260220.390625 +102 278216.687500 +103 276613.812500 +104 216650.734375 +105 281282.406250 +106 281682.843750 +107 238648.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,MLP,1.0209729671478271,"96 6.981321e+06 +97 6.960169e+06 +98 7.148365e+06 +99 7.145551e+06 +100 7.573392e+06 +101 7.016473e+06 +102 7.184149e+06 +103 7.274308e+06 +104 7.197526e+06 +105 7.182532e+06 +106 7.014722e+06 +107 7.332400e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,SARIMAX,1.059180736541748,"96 3521607.25 +97 3522812.00 +98 3521607.25 +99 3521607.25 +100 3521607.25 +101 4415674.00 +102 4415674.00 +103 4415674.00 +104 4415674.00 +105 4415674.00 +106 4415674.00 +107 4415674.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,IPTU,HWES,3.787858486175537,"96 2619.431641 +97 2385.961426 +98 7609.069824 +99 6569.569336 +100 1743.109497 +101 3155.002930 +102 1809.327271 +103 1833.977783 +104 6043.514648 +105 6547.143066 +106 1743.109497 +107 3218.897217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ISS,SARIMAX,1.7154014110565186,"96 24117.003906 +97 21454.646484 +98 33736.562500 +99 33649.097656 +100 33649.097656 +101 33736.562500 +102 33736.562500 +103 33736.562500 +104 33756.773438 +105 33736.562500 +106 33756.773438 +107 33736.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ITBI,XGBoost,2.0812671184539795,"96 11222.798828 +97 10067.769531 +98 4144.491211 +99 8528.450195 +100 8370.735352 +101 7234.694824 +102 9341.875977 +103 8809.949219 +104 7443.034668 +105 8809.949219 +106 6761.916016 +107 6958.613770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,MLP,1.6680924892425537,"96 333826.734070 +97 329059.918226 +98 333594.417401 +99 342377.803875 +100 348654.602199 +101 345355.171091 +102 350097.072224 +103 354082.837194 +104 358701.642742 +105 361221.205395 +106 363262.947705 +107 363616.391909 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,XGBoost,1.0960402488708496,"96 6488.231934 +97 4123.134766 +98 3854.906250 +99 3847.915039 +100 6145.365234 +101 65399.609375 +102 4705.387695 +103 13455.048828 +104 15447.966797 +105 14179.393555 +106 10886.249023 +107 71594.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,IPTU,SARIMAX,1.117588996887207,"95 998519.25000 +96 277318.56250 +97 328629.53125 +98 350587.40625 +99 335526.68750 +100 271583.06250 +101 627261.93750 +102 210452.25000 +103 425679.03125 +104 472446.56250 +105 400281.65625 +106 210452.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ISS,SARIMAX,1.25309419631958,"96 2133200.750 +97 2254477.250 +98 1972668.000 +99 1972668.000 +100 2258671.750 +101 1973716.375 +102 1972668.000 +103 1972668.000 +104 1973716.375 +105 1973716.375 +106 1973086.625 +107 1973716.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ITBI,HWES,0.9366288185119629,"96 618391.6875 +97 623948.8750 +98 642144.3125 +99 627622.4375 +100 642350.6250 +101 643978.1875 +102 626737.6250 +103 643978.1875 +104 618397.5625 +105 620569.0625 +106 623380.5625 +107 624272.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,MLP,0.9886214733123779,"96 3.912088e+06 +97 3.862343e+06 +98 3.946425e+06 +99 4.080267e+06 +100 4.189577e+06 +101 4.139496e+06 +102 4.211267e+06 +103 4.274090e+06 +104 4.333354e+06 +105 4.359311e+06 +106 4.375848e+06 +107 4.376321e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,XGBoost,1.1882014274597168,"96 5.991784e+05 +97 5.681478e+05 +98 4.550969e+05 +99 4.208311e+05 +100 3.892338e+05 +101 3.262857e+06 +102 7.775158e+05 +103 7.775158e+05 +104 7.174219e+05 +105 7.174219e+05 +106 1.031413e+06 +107 3.263474e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,XGBoost,1.8859901428222656,"96 1430.561035 +97 2636.433594 +98 1571.770264 +99 1944.205200 +100 4459.616211 +101 1037.941162 +102 1958.067993 +103 781.074219 +104 1818.869019 +105 877.419983 +106 3334.823730 +107 1524.720459 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ISS,MLP,2.2047629356384277,"96 5463.882304 +97 6820.604865 +98 7299.121105 +99 6249.789056 +100 7062.550301 +101 5782.969763 +102 6117.269673 +103 6626.729691 +104 6500.726715 +105 6285.611653 +106 6407.036225 +107 6339.208498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,XGBoost,3.0921311378479004,"96 4218.755859 +97 4607.104980 +98 3712.873291 +99 7576.336426 +100 7578.899902 +101 9437.451172 +102 4031.973633 +103 10388.306641 +104 3865.846436 +105 4504.952637 +106 8749.541016 +107 10438.985352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,MLP,2.333160638809204,"96 221724.762025 +97 219903.797672 +98 222520.618777 +99 227694.601671 +100 232124.675314 +101 228827.531761 +102 232232.950550 +103 234632.669930 +104 237452.366470 +105 238941.168558 +106 239800.166275 +107 240399.400852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,XGBoost,1.6503300666809082,"95 41711.625000 +96 45134.906250 +97 45112.457031 +98 45170.015625 +99 45154.132812 +100 28660.035156 +101 28660.035156 +102 28660.035156 +103 28660.035156 +104 28680.830078 +105 28660.035156 +106 28660.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,IPTU,SARIMAX,1.4255659580230713,"96 5.617675e+05 +97 8.226178e+05 +98 8.745413e+05 +99 8.252262e+05 +100 5.462441e+05 +101 8.452178e+05 +102 1.027268e+06 +103 8.791746e+05 +104 1.006668e+06 +105 9.038968e+05 +106 9.562811e+05 +107 9.055192e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ISS,MLP,2.0564990043640137,"96 1.656858e+06 +97 1.708168e+06 +98 1.714274e+06 +99 1.753240e+06 +100 1.803228e+06 +101 1.852624e+06 +102 1.895424e+06 +103 1.937167e+06 +104 1.985812e+06 +105 2.036293e+06 +106 2.088017e+06 +107 2.140500e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ITBI,MLP,1.7511460781097412,"96 552116.558642 +97 573876.926871 +98 634436.065625 +99 617091.535457 +100 497227.879978 +101 583418.362205 +102 564428.431838 +103 558244.493327 +104 531107.981470 +105 507149.666051 +106 524312.501963 +107 514487.151102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,MLP,2.1729390621185303,"96 7.280177e+06 +97 7.247394e+06 +98 7.382432e+06 +99 7.545103e+06 +100 7.727863e+06 +101 7.637298e+06 +102 7.731149e+06 +103 7.800491e+06 +104 7.850295e+06 +105 7.869167e+06 +106 7.860752e+06 +107 7.881882e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,XGBoost,2.0305745601654053,"96 8.214491e+05 +97 8.130139e+05 +98 7.689401e+05 +99 7.771088e+05 +100 4.147854e+05 +101 3.545968e+06 +102 1.009522e+06 +103 1.082146e+06 +104 1.082146e+06 +105 1.151099e+06 +106 1.031309e+06 +107 2.664511e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,IPTU,Prophet,1.664170742034912,"96 1.254445e+06 +97 3.582553e+05 +98 3.410285e+05 +99 3.648359e+05 +100 3.241701e+05 +101 3.356486e+05 +102 1.139131e+06 +103 3.508121e+05 +104 3.484312e+05 +105 3.473138e+05 +106 3.473138e+05 +107 3.496948e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ISS,MLP,1.2453699111938477,"96 322040.613010 +97 316181.529171 +98 278001.799810 +99 292322.223580 +100 301045.455638 +101 248277.307395 +102 250560.980765 +103 242682.878899 +104 259881.250661 +105 244093.513561 +106 229298.106848 +107 255529.638461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ITBI,XGBoost,1.1135592460632324,"96 151554.265625 +97 155795.828125 +98 114708.453125 +99 149656.562500 +100 144385.343750 +101 120576.085938 +102 117569.984375 +103 95446.398438 +104 92636.000000 +105 106477.617188 +106 87753.789062 +107 81448.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,XGBoost,1.13771653175354,"96 1295841.750 +97 1296603.125 +98 1254282.125 +99 1259485.500 +100 1256928.875 +101 1302328.500 +102 1296715.500 +103 1296603.125 +104 1297376.625 +105 1296443.375 +106 1296443.375 +107 1294158.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,MLP,1.2146754264831543,"96 3261.611476 +97 145896.376058 +98 108354.095346 +99 30059.413742 +100 95411.816732 +101 860144.911008 +102 152048.720932 +103 279622.972818 +104 300279.177752 +105 296877.812745 +106 391367.161444 +107 446764.940962 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,IPTU,HWES,1.2310996055603027,"85 40739.648438 +86 19183.195312 +87 4565.945801 +88 5528.154785 +89 7683.237305 +90 5253.415527 +91 39092.410156 +92 7396.928223 +93 26040.957031 +94 6139.302246 +95 26380.154297 +96 22470.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ISS,XGBoost,1.9583289623260498,"96 50180.113281 +97 29939.646484 +98 28788.207031 +99 28824.787109 +100 38779.843750 +101 38884.183594 +102 30264.488281 +103 30282.031250 +104 38758.871094 +105 37878.449219 +106 38933.761719 +107 38933.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ITBI,Prophet,2.0552663803100586,"94 19316.064453 +95 19086.060547 +96 19071.199219 +97 19144.498047 +98 18654.853516 +99 23239.421875 +100 19469.363281 +101 22667.621094 +102 22594.324219 +103 22437.755859 +104 23069.468750 +105 33639.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,MLP,0.9736771583557129,"96 504354.889728 +97 495757.342437 +98 501316.649594 +99 515699.362908 +100 522036.186980 +101 522747.093647 +102 528495.844902 +103 533923.598796 +104 542006.900241 +105 546366.345193 +106 550930.135550 +107 548416.902020 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,MLP,1.182511329650879,"73 -9637.018019 +74 -6283.560856 +75 11213.697734 +76 18178.487464 +77 32817.663764 +78 26284.994466 +79 22358.936282 +80 34587.352457 +81 42278.365571 +82 47175.909994 +83 48789.004817 +84 46135.354783 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,IPTU,HWES,1.1727626323699951,"96 335395.656250 +97 331617.531250 +98 337148.875000 +99 360793.156250 +100 351482.000000 +101 65000.843750 +102 351001.218750 +103 351001.218750 +104 351001.218750 +105 349248.000000 +106 351001.218750 +107 60852.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ISS,SARIMAX,1.1695201396942139,"96 592551.9375 +97 602838.2500 +98 616381.5625 +99 604675.3750 +100 604675.3750 +101 616401.7500 +102 616401.7500 +103 616381.5625 +104 616381.5625 +105 616381.5625 +106 616401.7500 +107 616381.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ITBI,SES,0.999267578125,"96 181854.140625 +97 199641.265625 +98 195846.984375 +99 212649.234375 +100 218338.453125 +101 185538.921875 +102 177039.984375 +103 188481.375000 +104 177981.453125 +105 199655.296875 +106 204786.234375 +107 208432.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,SES,1.0408563613891602,"96 2320320.75 +97 2330925.50 +98 2280156.75 +99 2318646.25 +100 2279584.25 +101 2387859.50 +102 2237821.00 +103 2271035.75 +104 2258620.00 +105 2255428.50 +106 2256724.50 +107 2285841.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,SARIMAX,1.0597035884857178,"96 3.922891e+05 +97 3.898247e+05 +98 3.892351e+05 +99 3.892351e+05 +100 3.912121e+05 +101 2.554962e+06 +102 6.321302e+05 +103 6.321302e+05 +104 6.281109e+05 +105 6.512736e+05 +106 6.512736e+05 +107 1.653196e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,IPTU,SARIMAX,3.913315773010254,"91 119806.015625 +92 116528.312500 +93 565305.562500 +94 151183.250000 +95 126516.171875 +96 132561.640625 +97 137679.828125 +98 137679.828125 +99 497323.593750 +100 129754.351562 +101 131619.593750 +102 120077.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ISS,XGBoost,1.0568554401397705,"96 123523.562500 +97 148361.156250 +98 114396.203125 +99 142717.906250 +100 150114.281250 +101 151149.390625 +102 115748.382812 +103 126603.875000 +104 114131.914062 +105 151149.390625 +106 151834.562500 +107 151834.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ITBI,XGBoost,1.0391428470611572,"94 14753.654297 +95 37714.832031 +96 29885.673828 +97 27384.865234 +98 17892.156250 +99 24093.289062 +100 6796.850098 +101 10486.829102 +102 22465.884766 +103 9974.094727 +104 7965.504395 +105 41212.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,MLP,1.1485226154327393,"96 745983.423691 +97 740297.146110 +98 750348.265697 +99 764278.821058 +100 780565.020812 +101 770382.202968 +102 780215.616256 +103 787546.989708 +104 794029.576718 +105 797762.558901 +106 799041.654073 +107 802823.175364 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,MLP,2.1273670196533203,"96 21848.201088 +97 54772.923925 +98 60573.706340 +99 31221.118820 +100 44549.922799 +101 197829.987041 +102 79232.594575 +103 105782.699047 +104 120194.808093 +105 119262.290403 +106 133462.038502 +107 112087.141925 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,IPTU,AR,2.368561029434204,"96 1.721075e+06 +97 5.871464e+05 +98 1.717537e+06 +99 6.182157e+05 +100 1.824310e+06 +101 1.847786e+06 +102 1.837660e+06 +103 1.329821e+06 +104 1.837660e+06 +105 1.841850e+06 +106 1.837660e+06 +107 1.837660e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,2.3346314430236816,"96 2101225.50 +97 2023731.00 +98 2198335.00 +99 2223221.25 +100 2144218.00 +101 2145259.25 +102 2147747.25 +103 2145259.25 +104 2147747.25 +105 2147747.25 +106 2147747.25 +107 2147747.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ITBI,MLP,1.0901341438293457,"96 395194.016069 +97 386045.733867 +98 359852.944038 +99 385963.122460 +100 391982.854103 +101 367103.169639 +102 370805.337629 +103 373032.814149 +104 382828.406845 +105 381513.173958 +106 379420.016792 +107 386420.872938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,MLP,1.1750116348266602,"96 8.356342e+06 +97 8.208304e+06 +98 8.284748e+06 +99 8.476062e+06 +100 8.694288e+06 +101 8.589850e+06 +102 8.696675e+06 +103 8.780297e+06 +104 8.896177e+06 +105 8.963138e+06 +106 9.032028e+06 +107 8.981324e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,SARIMAX,1.0841853618621826,"96 7.703886e+05 +97 7.142641e+05 +98 3.071430e+05 +99 2.564399e+05 +100 7.125504e+05 +101 2.974545e+06 +102 7.280670e+05 +103 8.573744e+05 +104 9.014550e+05 +105 8.951487e+05 +106 7.609262e+05 +107 2.876077e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,XGBoost,1.23403000831604,"80 18188.855469 +81 17681.611328 +82 18004.939453 +83 18164.253906 +84 64970.351562 +85 64960.929688 +86 64987.218750 +87 64987.218750 +88 64987.218750 +89 64987.218750 +90 65328.882812 +91 65328.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ISS,SARIMAX,1.06443452835083,"96 6673.054199 +97 6566.261719 +98 9067.026367 +99 6933.069824 +100 15887.693359 +101 8877.738281 +102 6734.564941 +103 12192.100586 +104 11782.203125 +105 9663.021484 +106 9520.415039 +107 10673.192383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,XGBoost,1.0869636535644531,"84 14777.332031 +85 16809.703125 +86 12252.294922 +87 13182.763672 +88 7211.531738 +89 7089.741699 +90 5205.411621 +91 3778.614258 +92 7351.319336 +93 7568.287109 +94 9462.871094 +95 12247.254883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,MLP,1.0315394401550293,"96 507691.417669 +97 504410.897195 +98 517603.155515 +99 533866.178799 +100 552784.923090 +101 545328.585819 +102 555768.386487 +103 564900.341503 +104 571263.615528 +105 573997.828528 +106 572968.313948 +107 576215.762457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.972031831741333,"96 57316.390625 +97 54423.687500 +98 54423.687500 +99 57085.460938 +100 52400.878906 +101 170300.703125 +102 147286.890625 +103 147286.890625 +104 147286.890625 +105 147286.890625 +106 145866.812500 +107 153578.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,IPTU,MLP,0.833672046661377,"65 -10225.915904 +66 -15316.273171 +67 -21347.399592 +68 -29566.187407 +69 -41838.626686 +70 -70685.042172 +71 -71676.951937 +72 -90822.207761 +73 -115128.758961 +74 -144828.788890 +75 -180978.144548 +76 -224226.481205 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ISS,SES,1.9920363426208496,"96 16813.224609 +97 17139.867188 +98 12097.981445 +99 14576.644531 +100 13313.899414 +101 14539.049805 +102 14788.117188 +103 15652.116211 +104 13024.580078 +105 15111.604492 +106 14057.646484 +107 15079.279297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ITBI,XGBoost,1.939366102218628,"95 8532.157227 +96 21750.673828 +97 32769.882812 +98 39818.253906 +99 19872.630859 +100 8542.190430 +101 14009.578125 +102 13787.934570 +103 19943.109375 +104 26389.201172 +105 15673.253906 +106 8175.122070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,MLP,1.0845260620117188,"96 629161.370485 +97 619815.506368 +98 631576.946368 +99 639780.887762 +100 660790.169085 +101 621694.629123 +102 637310.654623 +103 644051.462566 +104 643274.190050 +105 642034.561668 +106 633660.658309 +107 648650.032666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,HWES,2.49985933303833,"96 13885.199219 +97 14823.254883 +98 14669.484375 +99 12026.872070 +100 11424.897461 +101 171392.781250 +102 14422.304688 +103 14422.304688 +104 16257.995117 +105 30130.681641 +106 16257.995117 +107 163713.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,IPTU,MLP,2.330714225769043,"96 8.008520e+05 +97 3.493057e+05 +98 6.278296e+05 +99 1.141595e+05 +100 -7.789275e+05 +101 6.277869e+05 +102 7.419190e+05 +103 6.987395e+05 +104 7.351944e+05 +105 7.035658e+05 +106 3.589882e+05 +107 1.221088e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ISS,SARIMAX,1.7137486934661865,"96 6709112.5 +97 6733165.5 +98 6709112.5 +99 6787835.0 +100 6787835.0 +101 6978901.5 +102 6787835.0 +103 6978901.5 +104 6978901.5 +105 6978901.5 +106 6978901.5 +107 6978901.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ITBI,MLP,0.9490256309509277,"96 2.112510e+06 +97 2.143656e+06 +98 2.204660e+06 +99 2.279336e+06 +100 2.349472e+06 +101 2.388540e+06 +102 2.447934e+06 +103 2.500157e+06 +104 2.484695e+06 +105 2.550251e+06 +106 2.624067e+06 +107 2.599163e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,MLP,1.0876924991607666,"96 1.016224e+07 +97 9.846714e+06 +98 9.817888e+06 +99 1.012413e+07 +100 1.005914e+07 +101 1.028736e+07 +102 1.028447e+07 +103 1.032537e+07 +104 1.053701e+07 +105 1.066370e+07 +106 1.082715e+07 +107 1.065961e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,MLP,1.2932193279266357,"96 4.998436e+05 +97 1.820320e+06 +98 1.838892e+06 +99 1.325838e+06 +100 2.398643e+06 +101 1.004113e+07 +102 3.091289e+06 +103 4.512674e+06 +104 5.216252e+06 +105 5.666431e+06 +106 7.247492e+06 +107 8.497368e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,IPTU,XGBoost,2.3563807010650635,"95 338835.531250 +96 102302.187500 +97 98008.023438 +98 94352.710938 +99 82455.015625 +100 84057.273438 +101 233367.062500 +102 168535.593750 +103 168812.859375 +104 169020.484375 +105 114688.929688 +106 117215.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ISS,SES,2.4058685302734375,"96 746159.5000 +97 745057.7500 +98 710966.7500 +99 855147.8125 +100 851570.8750 +101 855147.8125 +102 855147.8125 +103 855147.8125 +104 855147.8125 +105 755594.9375 +106 855147.8125 +107 755594.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ITBI,MLP,1.0797314643859863,"96 62263.819580 +97 61319.471265 +98 61576.573462 +99 67064.772001 +100 63340.460956 +101 61656.350531 +102 64326.392459 +103 65567.573955 +104 66470.779109 +105 63828.140644 +106 65895.808284 +107 67456.887178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,SES,1.1768529415130615,"96 9.742575e+05 +97 1.044169e+06 +98 9.998836e+05 +99 9.748010e+05 +100 1.000982e+06 +101 9.534982e+05 +102 8.282494e+05 +103 7.613034e+05 +104 7.137902e+05 +105 7.264629e+05 +106 7.267354e+05 +107 7.858772e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,SARIMAX,1.4284510612487793,"96 196573.875000 +97 199163.984375 +98 203420.078125 +99 213828.953125 +100 177679.562500 +101 928139.562500 +102 372710.843750 +103 320901.093750 +104 372710.843750 +105 451778.781250 +106 403540.218750 +107 878265.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,IPTU,HWES,1.538468360900879,"91 76829.773438 +92 80967.367188 +93 46128.085938 +94 21623.841797 +95 9597.177734 +96 13432.561523 +97 14156.379883 +98 32384.718750 +99 13237.075195 +100 46487.671875 +101 49795.968750 +102 98866.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ISS,MLP,1.1589503288269043,"96 111695.832122 +97 109812.773837 +98 115153.320840 +99 115045.185747 +100 117469.367446 +101 120384.794079 +102 110627.489464 +103 116807.753894 +104 119563.325180 +105 118715.132919 +106 120685.285294 +107 115517.697058 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ITBI,XGBoost,1.0402898788452148,"96 92177.179688 +97 90422.007812 +98 76691.367188 +99 63321.433594 +100 89679.250000 +101 92891.789062 +102 91263.843750 +103 93682.578125 +104 93566.578125 +105 85918.843750 +106 94311.132812 +107 76843.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,MLP,1.1352708339691162,"96 600162.146274 +97 579984.909532 +98 576985.706784 +99 594238.686183 +100 584935.937648 +101 595681.911292 +102 598466.140816 +103 594696.086621 +104 605678.356508 +105 610103.377042 +106 618157.459410 +107 605994.386258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,MLP,1.7817966938018799,"96 11201.068678 +97 75255.405244 +98 84423.209227 +99 79334.280233 +100 130237.158484 +101 453027.406727 +102 154789.268352 +103 224948.238834 +104 265959.109934 +105 301857.424575 +106 379890.149940 +107 462291.454442 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,IPTU,AR,1.237793207168579,"85 26938.310547 +86 23336.314453 +87 14861.864258 +88 3389.618652 +89 2363.591553 +90 3298.357178 +91 27635.726562 +92 23076.927734 +93 24700.722656 +94 24285.835938 +95 24148.351562 +96 23658.833984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ISS,SARIMAX,1.1052782535552979,"96 55564.718750 +97 54908.820312 +98 55016.843750 +99 67436.132812 +100 67436.132812 +101 67436.132812 +102 67436.132812 +103 67436.132812 +104 67436.132812 +105 67436.132812 +106 67436.132812 +107 67436.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ITBI,XGBoost,1.8636302947998047,"93 18932.126953 +94 20025.548828 +95 20025.548828 +96 18474.769531 +97 18907.998047 +98 19738.244141 +99 18766.759766 +100 20317.539062 +101 18766.759766 +102 20317.539062 +103 18766.759766 +104 18915.197266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,XGBoost,1.2408485412597656,"96 987165.5625 +97 905193.3125 +98 797986.3125 +99 919411.8750 +100 807188.3125 +101 914060.3125 +102 977912.0625 +103 953723.2500 +104 924488.6875 +105 910809.4375 +106 877377.8750 +107 881036.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,MLP,1.1388871669769287,"96 14548.579446 +97 -31136.313039 +98 43929.102516 +99 51162.014219 +100 65347.733352 +101 239244.554514 +102 69815.114049 +103 55563.050536 +104 108490.628167 +105 122746.300917 +106 140850.637377 +107 151753.361233 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,IPTU,AR,3.4610435962677,"96 570067.37500 +97 622328.56250 +98 455769.03125 +99 566629.93750 +100 265087.71875 +101 355095.59375 +102 284440.78125 +103 648248.56250 +104 637520.43750 +105 279807.50000 +106 561933.62500 +107 254995.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ISS,XGBoost,2.296182632446289,"96 1.455089e+06 +97 1.459527e+06 +98 1.443579e+06 +99 1.073015e+06 +100 1.459069e+06 +101 1.468252e+06 +102 1.425604e+06 +103 1.468252e+06 +104 1.468252e+06 +105 1.039485e+06 +106 1.489391e+06 +107 1.489391e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ITBI,SARIMAX,1.3824138641357422,"96 449887.78125 +97 548733.12500 +98 549209.00000 +99 548973.31250 +100 558152.81250 +101 561101.93750 +102 555976.62500 +103 555976.62500 +104 555976.62500 +105 560444.87500 +106 555976.62500 +107 555976.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,XGBoost,1.0718634128570557,"96 2411174.75 +97 2442944.25 +98 2165498.50 +99 2165498.50 +100 2206390.00 +101 2158827.50 +102 2158827.50 +103 2407016.00 +104 2372473.25 +105 2372473.25 +106 2196496.75 +107 2165498.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,MLP,0.982039213180542,"96 8.516301e+04 +97 4.742128e+05 +98 4.814421e+05 +99 3.834024e+05 +100 6.226790e+05 +101 2.493369e+06 +102 7.645084e+05 +103 1.151450e+06 +104 1.304571e+06 +105 1.416206e+06 +106 1.753487e+06 +107 2.084396e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,IPTU,SARIMAX,1.194723129272461,"95 9.097612e+05 +96 8.149358e+05 +97 8.155385e+05 +98 7.798104e+05 +99 5.226917e+05 +100 5.186785e+05 +101 1.049278e+06 +102 6.408692e+05 +103 6.860409e+05 +104 6.134118e+05 +105 4.992138e+05 +106 4.878950e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ISS,MLP,1.0422618389129639,"96 1.032729e+06 +97 1.051890e+06 +98 1.029574e+06 +99 1.054327e+06 +100 1.057964e+06 +101 1.050231e+06 +102 1.058661e+06 +103 1.063891e+06 +104 1.081747e+06 +105 1.079401e+06 +106 1.087390e+06 +107 1.098871e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ITBI,HWES,1.094085454940796,"96 381579.25000 +97 413353.25000 +98 479653.90625 +99 413360.81250 +100 349728.43750 +101 460371.40625 +102 456049.59375 +103 403275.59375 +104 454106.06250 +105 457300.09375 +106 404723.56250 +107 316652.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,MLP,1.0119335651397705,"96 2.951866e+06 +97 2.933709e+06 +98 2.980695e+06 +99 3.033669e+06 +100 3.116299e+06 +101 3.054970e+06 +102 3.100404e+06 +103 3.134679e+06 +104 3.157926e+06 +105 3.173553e+06 +106 3.173607e+06 +107 3.204032e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,XGBoost,1.195291519165039,"96 6.447758e+05 +97 5.586736e+05 +98 4.384245e+05 +99 2.500086e+05 +100 2.504091e+05 +101 2.893883e+06 +102 4.705730e+05 +103 6.972622e+05 +104 7.228788e+05 +105 7.011368e+05 +106 7.052409e+05 +107 2.151836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,IPTU,MLP,1.495821237564087,"74 39257.690932 +75 50036.181938 +76 38422.132497 +77 45519.175121 +78 56582.034798 +79 72729.188440 +80 89991.109321 +81 87293.340440 +82 118471.722823 +83 146902.957645 +84 181505.537944 +85 221573.001593 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ISS,XGBoost,3.550058364868164,"96 11523.619141 +97 15306.063477 +98 25810.019531 +99 25902.154297 +100 25973.464844 +101 25994.664062 +102 25994.664062 +103 25915.890625 +104 25915.890625 +105 25915.890625 +106 25902.154297 +107 25902.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ITBI,AR,1.8522956371307373,"73 5837.254883 +74 6501.275879 +75 5493.223145 +76 6776.578613 +77 7157.988281 +78 6756.631348 +79 6131.589355 +80 6131.140625 +81 3696.966064 +82 3916.654785 +83 4812.966309 +84 6010.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,MLP,1.0218605995178223,"96 252170.455104 +97 248413.579449 +98 251578.379903 +99 256218.192059 +100 260470.187812 +101 257926.488763 +102 260681.442504 +103 263613.531193 +104 266020.845117 +105 267314.755822 +106 268109.221498 +107 269713.252605 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,SARIMAX,1.5827429294586182,"94 8551.066406 +95 2789.751221 +96 938.694336 +97 7052.515137 +98 2840.097656 +99 29040.273438 +100 8412.921875 +101 2649.169434 +102 5855.523438 +103 7351.539062 +104 2102.346680 +105 25368.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,XGBoost,3.3296589851379395,"88 67150.367188 +89 67150.367188 +90 67150.367188 +91 67150.367188 +92 67150.367188 +93 67150.367188 +94 67150.367188 +95 67150.367188 +96 67150.367188 +97 67150.367188 +98 67150.367188 +99 67150.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,Prophet,2.541152238845825,"96 14811.922852 +97 14613.269531 +98 11262.942383 +99 15091.867188 +100 9633.209961 +101 15441.015625 +102 9774.078125 +103 9672.076172 +104 15090.625977 +105 11399.693359 +106 15086.795898 +107 9774.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,XGBoost,1.0974583625793457,"94 12605.135742 +95 19022.138672 +96 14117.981445 +97 14157.189453 +98 22355.285156 +99 13502.661133 +100 14241.366211 +101 11486.283203 +102 14478.171875 +103 14478.171875 +104 15469.515625 +105 17732.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,MLP,1.170621633529663,"96 384978.486305 +97 379816.291689 +98 385133.527346 +99 393924.105727 +100 401493.646765 +101 394232.177738 +102 399954.622239 +103 403954.366132 +104 407846.896929 +105 409694.456318 +106 410633.692367 +107 411855.041972 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,MLP,1.6267907619476318,"96 -10524.228805 +97 19727.801708 +98 22303.883087 +99 6262.596730 +100 22996.648337 +101 119878.873218 +102 23066.288005 +103 49567.150130 +104 57167.923346 +105 56448.701801 +106 74321.255283 +107 73531.438333 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,IPTU,XGBoost,1.09621000289917,"55 11105.622070 +56 113347.085938 +57 114315.398438 +58 27044.103516 +59 27079.093750 +60 107686.093750 +61 26916.617188 +62 137099.062500 +63 137099.062500 +64 107686.093750 +65 107686.093750 +66 137099.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ISS,SES,1.111114740371704,"72 22969.382812 +73 25084.886719 +74 26710.498047 +75 26766.728516 +76 28701.195312 +77 28701.195312 +78 26180.048828 +79 28676.917969 +80 28701.195312 +81 28701.195312 +82 24588.451172 +83 24588.451172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ITBI,HWES,1.2580859661102295,"71 18798.193359 +72 16629.222656 +73 17723.876953 +74 22398.771484 +75 13504.409180 +76 22230.099609 +77 17543.580078 +78 20296.503906 +79 13324.196289 +80 15046.600586 +81 14592.541016 +82 13448.924805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,MLP,2.2938008308410645,"72 500780.186955 +73 496457.377765 +74 503189.591476 +75 515767.817280 +76 524007.181715 +77 523435.859768 +78 529405.975971 +79 534438.503092 +80 540725.591043 +81 544385.460442 +82 547691.139093 +83 547240.637985 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,SARIMAX,3.6624741554260254,"72 40383.082031 +73 24765.724609 +74 21661.230469 +75 25613.839844 +76 24720.064453 +77 213858.953125 +78 38122.312500 +79 56809.125000 +80 52966.968750 +81 79920.562500 +82 81163.476562 +83 230436.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,MLP,2.037832736968994,"86 35682.152855 +87 22009.063593 +88 14105.301093 +89 15010.250837 +90 18270.286230 +91 24745.882833 +92 40611.281248 +93 40042.863691 +94 45144.948209 +95 56076.271802 +96 70851.894947 +97 90192.081972 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,AR,2.250164031982422,"96 12646.263672 +97 12241.923828 +98 14628.734375 +99 13246.163086 +100 13862.937500 +101 13152.740234 +102 13081.106445 +103 13009.091797 +104 12700.572266 +105 12673.318359 +106 14305.398438 +107 13397.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,2.7762742042541504,"87 10238.942383 +88 15792.868164 +89 15169.687500 +90 14582.520508 +91 14391.448242 +92 14193.991211 +93 14921.186523 +94 13442.829102 +95 13579.424805 +96 14851.231445 +97 14851.231445 +98 13700.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,MLP,1.1291193962097168,"96 278224.246025 +97 310914.580526 +98 296790.685125 +99 302741.237646 +100 310775.802482 +101 305469.697106 +102 316446.119886 +103 309868.804871 +104 314037.932988 +105 314703.799404 +106 313572.189587 +107 316075.897987 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,XGBoost,1.1323482990264893,"94 37726.269531 +95 62062.523438 +96 17803.517578 +97 16748.925781 +98 14929.399414 +99 67358.750000 +100 61996.863281 +101 30305.132812 +102 67274.992188 +103 56589.136719 +104 44660.046875 +105 82987.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,HWES,1.4585533142089844,"94 21458.402344 +95 16739.126953 +96 13030.849609 +97 13821.637695 +98 10438.734375 +99 15229.300781 +100 50405.515625 +101 16018.538086 +102 19431.726562 +103 19947.265625 +104 16599.808594 +105 17131.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ISS,XGBoost,1.1200003623962402,"96 79369.640625 +97 86116.304688 +98 86159.828125 +99 86159.828125 +100 86159.828125 +101 84167.304688 +102 84167.304688 +103 84167.304688 +104 84167.304688 +105 84167.304688 +106 84167.304688 +107 84167.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,XGBoost,1.0065867900848389,"96 11684.133789 +97 13215.375000 +98 15928.179688 +99 11863.460938 +100 12843.689453 +101 13823.165039 +102 15302.914062 +103 8236.899414 +104 6947.529297 +105 6804.283203 +106 5081.252930 +107 7301.449707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,MLP,1.1111044883728027,"96 514363.530655 +97 499174.131335 +98 500616.717612 +99 516511.768114 +100 518640.274116 +101 523313.530528 +102 526001.433152 +103 530772.296565 +104 541972.420927 +105 548249.099723 +106 555774.218919 +107 550669.103698 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,SARIMAX,1.8042941093444824,"96 27135.048828 +97 22466.650391 +98 13582.878906 +99 13674.855469 +100 12114.224609 +101 129394.296875 +102 25433.945312 +103 49631.246094 +104 41022.437500 +105 33228.867188 +106 33764.406250 +107 147899.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,IPTU,SARIMAX,1.0702965259552002,"87 36344.464844 +88 4338.826172 +89 3990.227295 +90 4003.520508 +91 4476.045410 +92 2963.640381 +93 13934.540039 +94 3913.599121 +95 3940.736816 +96 3940.736816 +97 3940.736816 +98 4243.108398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ISS,Prophet,2.0360074043273926,"96 44875.433594 +97 47871.699219 +98 36801.023438 +99 40623.902344 +100 42704.589844 +101 35349.097656 +102 38408.914062 +103 35436.898438 +104 36383.281250 +105 36972.191406 +106 35306.695312 +107 49198.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ITBI,XGBoost,1.430046796798706,"96 12948.667969 +97 9274.960938 +98 2807.092529 +99 18294.595703 +100 2121.906006 +101 15605.432617 +102 13372.102539 +103 16838.755859 +104 18050.613281 +105 217.782196 +106 17435.599609 +107 3094.022217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,MLP,1.0727174282073975,"96 910720.035261 +97 900715.681166 +98 913762.307995 +99 935088.579320 +100 954641.046065 +101 941675.000729 +102 955064.710394 +103 965292.835025 +104 975582.470870 +105 981282.956896 +106 984610.919109 +107 987859.346968 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,MLP,1.1707732677459717,"95 13924.793833 +96 53938.809253 +97 54168.616887 +98 51571.664239 +99 68101.174998 +100 205213.218539 +101 83372.751190 +102 119242.621479 +103 133535.233977 +104 147271.801524 +105 178146.145673 +106 190610.404817 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,IPTU,SARIMAX,1.4747626781463623,"96 8747.530273 +97 17504.794922 +98 7948.552246 +99 8001.271484 +100 8587.602539 +101 8761.640625 +102 5641.402344 +103 4816.405273 +104 5629.612793 +105 6504.323242 +106 7219.178223 +107 15971.951172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ISS,XGBoost,1.1010050773620605,"96 62057.960938 +97 40716.066406 +98 101085.851562 +99 85865.718750 +100 85971.617188 +101 85865.718750 +102 85865.718750 +103 85865.718750 +104 85865.718750 +105 85865.718750 +106 85865.718750 +107 85865.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ITBI,SES,1.0220694541931152,"93 143546.062500 +94 94318.054688 +95 94045.359375 +96 94463.367188 +97 93330.562500 +98 93544.679688 +99 141487.562500 +100 94004.914062 +101 94004.914062 +102 94004.914062 +103 94330.546875 +104 94257.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,XGBoost,0.9677042961120605,"96 1.168768e+06 +97 1.170392e+06 +98 1.132698e+06 +99 1.071011e+06 +100 1.048306e+06 +101 1.182256e+06 +102 1.182256e+06 +103 1.170392e+06 +104 1.169751e+06 +105 1.116269e+06 +106 1.147294e+06 +107 1.121524e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,XGBoost,0.9274082183837891,"96 73933.976562 +97 67933.023438 +98 67933.023438 +99 75780.054688 +100 73277.109375 +101 229567.546875 +102 199800.921875 +103 159680.734375 +104 159680.734375 +105 167426.062500 +106 167426.062500 +107 199885.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,IPTU,HWES,1.3685457706451416,"96 5241327.50 +97 2385909.00 +98 2581674.00 +99 2581674.00 +100 3721925.00 +101 5608549.00 +102 6806331.00 +103 3080862.50 +104 2774315.75 +105 2774315.75 +106 4256252.50 +107 5608549.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,1.498377799987793,"96 2.215014e+07 +97 2.201132e+07 +98 2.214707e+07 +99 2.227648e+07 +100 2.241663e+07 +101 2.240744e+07 +102 2.246191e+07 +103 2.265146e+07 +104 2.278518e+07 +105 2.296789e+07 +106 2.292853e+07 +107 2.320896e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ITBI,SARIMAX,1.141472578048706,"96 5552378.5 +97 5908487.5 +98 5707449.0 +99 5690033.5 +100 5702421.5 +101 5594001.5 +102 5563971.5 +103 5464888.5 +104 5697947.0 +105 5697947.0 +106 5730477.5 +107 5564589.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,MLP,1.137960433959961,"96 3.928171e+07 +97 3.793738e+07 +98 3.781234e+07 +99 3.894252e+07 +100 3.881762e+07 +101 3.931088e+07 +102 3.922110e+07 +103 3.935875e+07 +104 4.011905e+07 +105 4.050377e+07 +106 4.099955e+07 +107 4.034617e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2522318363189697,"96 11569449.0 +97 11433436.0 +98 10924524.0 +99 11060537.0 +100 10924524.0 +101 37265676.0 +102 13301106.0 +103 15974441.0 +104 15974441.0 +105 15974441.0 +106 15974441.0 +107 37265676.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,IPTU,AR,2.2321276664733887,"95 1353018.250 +96 1406793.750 +97 1400577.500 +98 1375702.375 +99 1334088.750 +100 1426080.875 +101 1392229.875 +102 1321192.500 +103 1321192.500 +104 1375702.375 +105 1394432.750 +106 1332201.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ISS,XGBoost,1.8501935005187988,"96 3895553.50 +97 3870901.50 +98 3926688.25 +99 3905526.00 +100 3810952.75 +101 3870901.50 +102 3870901.50 +103 3870901.50 +104 3870901.50 +105 3870901.50 +106 3853771.00 +107 3870901.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ITBI,MLP,1.078312635421753,"96 368245.826325 +97 386665.166248 +98 453547.331380 +99 407580.425805 +100 407620.698129 +101 386435.155084 +102 356119.850982 +103 400640.862689 +104 420006.871107 +105 426812.093847 +106 446952.638773 +107 459339.588246 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,MLP,1.2456378936767578,"96 4.084692e+06 +97 3.996937e+06 +98 3.983572e+06 +99 4.102456e+06 +100 4.054102e+06 +101 4.203089e+06 +102 4.212260e+06 +103 4.223623e+06 +104 4.300895e+06 +105 4.351537e+06 +106 4.412547e+06 +107 4.345398e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,MLP,1.1786589622497559,"96 1.157310e+05 +97 4.610805e+05 +98 2.494963e+05 +99 -2.094637e+05 +100 3.154991e+04 +101 2.323140e+06 +102 2.622961e+05 +103 5.351592e+05 +104 5.010173e+05 +105 2.807224e+05 +106 5.448590e+05 +107 9.148119e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,IPTU,MLP,1.4098188877105713,"96 2.297387e+05 +97 3.871527e+05 +98 4.059719e+05 +99 4.499129e+05 +100 4.901570e+05 +101 1.108469e+06 +102 5.330291e+05 +103 6.420405e+05 +104 6.947410e+05 +105 7.614465e+05 +106 8.249507e+05 +107 9.728122e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ISS,XGBoost,1.0740690231323242,"96 557532.6250 +97 548111.5000 +98 582921.1250 +99 658994.1250 +100 574548.3750 +101 572353.6875 +102 572353.6875 +103 567559.5625 +104 572512.1875 +105 574548.3750 +106 574548.3750 +107 574548.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ITBI,MLP,1.2723541259765625,"96 128776.634497 +97 133425.697846 +98 115167.796187 +99 114804.692854 +100 108506.505973 +101 98488.215183 +102 116070.812379 +103 104034.732023 +104 103981.954102 +105 103747.322102 +106 102796.591916 +107 111439.059770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,MLP,1.1217849254608154,"96 2.823005e+06 +97 2.801454e+06 +98 2.843262e+06 +99 2.919300e+06 +100 2.976756e+06 +101 2.989407e+06 +102 3.021923e+06 +103 3.054559e+06 +104 3.093429e+06 +105 3.115544e+06 +106 3.132097e+06 +107 3.128534e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,XGBoost,1.821143388748169,"96 4.750124e+05 +97 4.009199e+05 +98 3.762859e+05 +99 3.998317e+05 +100 3.393099e+05 +101 1.237757e+06 +102 1.166771e+06 +103 9.639606e+05 +104 8.301839e+05 +105 8.301839e+05 +106 8.301839e+05 +107 1.237757e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,IPTU,SARIMAX,1.8525452613830566,"75 60724.191406 +76 58581.847656 +77 58581.847656 +78 59406.132812 +79 57070.628906 +80 46573.753906 +81 53980.195312 +82 39567.734375 +83 39567.734375 +84 39567.734375 +85 30033.681641 +86 42736.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ISS,MLP,1.5592617988586426,"96 49544.161973 +97 49318.458137 +98 52382.480564 +99 51130.415624 +100 51651.372103 +101 47820.342076 +102 48851.856496 +103 48403.326162 +104 48494.341287 +105 47332.054342 +106 47022.843047 +107 47020.073674 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ITBI,HWES,1.3305859565734863,"96 56223.074219 +97 55126.175781 +98 49062.152344 +99 33488.503906 +100 49877.542969 +101 41857.261719 +102 23258.304688 +103 23348.386719 +104 28419.587891 +105 31405.410156 +106 29429.017578 +107 29561.419922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,MLP,1.0206611156463623,"96 905515.396146 +97 894461.665012 +98 910520.479795 +99 932257.938412 +100 957879.090885 +101 933756.755886 +102 950888.662569 +103 963414.992714 +104 972862.272494 +105 977576.664386 +106 977276.931239 +107 985766.247349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,MLP,1.9436113834381104,"96 -20952.011899 +97 58800.093697 +98 57335.155936 +99 46583.682333 +100 81096.733264 +101 388448.473258 +102 88419.073036 +103 164347.465245 +104 190671.092245 +105 215714.102926 +106 276502.470391 +107 340916.284773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,IPTU,MLP,2.4172027111053467,"85 -1272.208931 +86 -5876.819350 +87 -49258.680320 +88 -6150.770419 +89 -6311.404605 +90 442.233216 +91 -1310.963908 +92 -1579.118215 +93 -12545.717198 +94 7678.721798 +95 9569.655732 +96 13426.451973 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ISS,SARIMAX,2.4450266361236572,"92 25309.251953 +93 25300.072266 +94 24030.728516 +95 24030.728516 +96 32183.824219 +97 32064.492188 +98 24030.728516 +99 25207.296875 +100 24030.728516 +101 25207.296875 +102 32183.824219 +103 32183.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ITBI,XGBoost,2.144345998764038,"89 28935.886719 +90 50544.804688 +91 15126.671875 +92 11762.711914 +93 10453.111328 +94 50648.304688 +95 8694.518555 +96 15274.493164 +97 20964.566406 +98 31772.357422 +99 24462.474609 +100 17930.119141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,MLP,1.5648086071014404,"92 455806.295458 +93 447571.881273 +94 465360.640732 +95 487362.069477 +96 512790.065028 +97 496054.317247 +98 514716.081789 +99 533279.077598 +100 543885.276068 +101 548129.528785 +102 545140.193421 +103 557837.878846 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,MLP,2.414581298828125,"92 9420.140580 +93 34890.340722 +94 34830.565164 +95 32436.603432 +96 48573.952607 +97 133704.026754 +98 61868.492199 +99 82681.078661 +100 92365.913330 +101 104381.549143 +102 125039.951475 +103 118009.854602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,IPTU,SARIMAX,1.1051418781280518,"87 13676.658203 +88 3897.046631 +89 6060.028809 +90 5893.820801 +91 6000.443359 +92 5818.928223 +93 9122.764648 +94 6552.883301 +95 6666.982910 +96 3201.552979 +97 6207.634277 +98 3201.552979 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ISS,XGBoost,0.9211890697479248,"96 49253.347656 +97 75441.757812 +98 66528.203125 +99 42299.878906 +100 34939.945312 +101 42299.878906 +102 35052.402344 +103 66885.812500 +104 74118.500000 +105 35052.402344 +106 71341.382812 +107 35052.402344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ITBI,MLP,2.6133415699005127,"96 79431.481631 +97 83085.791484 +98 81486.841362 +99 91956.364745 +100 100969.704575 +101 100441.370589 +102 95600.429717 +103 106907.556818 +104 106369.569713 +105 113242.796021 +106 116224.506055 +107 113089.288767 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,MLP,2.3113455772399902,"96 800230.293374 +97 789718.340444 +98 798004.821495 +99 818860.157609 +100 829087.176624 +101 834422.928470 +102 842003.493640 +103 849489.380312 +104 860995.670526 +105 867595.391268 +106 873842.973184 +107 869792.362584 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,XGBoost,2.7274043560028076,"96 39105.066406 +97 39598.613281 +98 19848.052734 +99 26996.628906 +100 25155.433594 +101 185461.500000 +102 49990.425781 +103 54350.972656 +104 42797.160156 +105 42491.746094 +106 41882.675781 +107 185941.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,IPTU,XGBoost,1.028360366821289,"96 32927.035156 +97 47969.808594 +98 10476.160156 +99 11824.919922 +100 12223.576172 +101 7470.667480 +102 33234.730469 +103 32722.417969 +104 20885.898438 +105 20527.494141 +106 20527.296875 +107 22051.505859 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ISS,XGBoost,0.9590811729431152,"96 27518.564453 +97 27536.365234 +98 24137.802734 +99 23525.494141 +100 21239.111328 +101 23073.468750 +102 24496.058594 +103 24182.855469 +104 26652.654297 +105 24729.214844 +106 22207.968750 +107 24630.248047 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ITBI,XGBoost,1.3439464569091797,"96 31368.384766 +97 18540.007812 +98 9667.597656 +99 15355.166992 +100 12992.592773 +101 14301.534180 +102 10081.631836 +103 11528.330078 +104 9899.146484 +105 10019.827148 +106 10025.860352 +107 15864.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,MLP,0.9467258453369141,"96 431473.054792 +97 442807.599416 +98 431946.022718 +99 433539.223782 +100 458829.685395 +101 443872.805516 +102 450581.561626 +103 452395.869415 +104 457571.807848 +105 462715.421434 +106 461400.558789 +107 465469.332067 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,MLP,1.1285114288330078,"96 2.133112e+05 +97 3.173750e+05 +98 4.755437e+05 +99 7.406752e+05 +100 1.151617e+06 +101 1.745907e+06 +102 2.661251e+06 +103 4.082842e+06 +104 6.282810e+06 +105 9.662313e+06 +106 1.482734e+07 +107 2.278209e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,IPTU,HWES,1.412567377090454,"96 3782.847412 +97 2860.531738 +98 2903.604248 +99 3639.109863 +100 3297.195557 +101 1818.164673 +102 2064.283936 +103 2133.050293 +104 1954.692139 +105 2210.227539 +106 2053.188965 +107 1366.954102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,1.2273094654083252,"96 108608.781250 +97 84598.664062 +98 73901.031250 +99 104983.328125 +100 94511.085938 +101 119739.851562 +102 94511.085938 +103 104983.328125 +104 104983.328125 +105 94511.085938 +106 94511.085938 +107 94511.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ITBI,SES,1.4149162769317627,"82 4732.198730 +83 4133.170898 +84 3612.027344 +85 2057.435791 +86 3811.107910 +87 4685.953125 +88 2750.014893 +89 3194.151611 +90 1908.683472 +91 3584.049316 +92 3504.091797 +93 2582.697998 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,MLP,1.2398104667663574,"96 364206.831849 +97 359077.935223 +98 363108.329402 +99 373068.677562 +100 377644.671375 +101 379910.119619 +102 383487.718396 +103 386943.395864 +104 392241.688608 +105 395094.745210 +106 397877.897310 +107 395608.876197 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,XGBoost,1.1099584102630615,"96 40072.289062 +97 37881.949219 +98 12339.777344 +99 12917.826172 +100 12769.521484 +101 160099.156250 +102 63220.500000 +103 49366.003906 +104 24750.261719 +105 24750.261719 +106 24789.332031 +107 160064.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.2310354709625244,"87 211749.765625 +88 26219.437500 +89 40496.488281 +90 25592.544922 +91 22320.316406 +92 23005.867188 +93 211709.703125 +94 22804.218750 +95 35521.671875 +96 23541.990234 +97 23446.658203 +98 22616.455078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ISS,SARIMAX,0.9093449115753174,"96 37220.800781 +97 30445.330078 +98 35277.316406 +99 37444.468750 +100 35587.652344 +101 34876.917969 +102 34836.058594 +103 35592.175781 +104 34836.058594 +105 34836.058594 +106 34836.058594 +107 34836.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ITBI,SARIMAX,2.806910276412964,"93 4529.629883 +94 23944.027344 +95 23089.000000 +96 22417.677734 +97 4599.036621 +98 15380.531250 +99 12012.893555 +100 25763.228516 +101 20554.949219 +102 23537.001953 +103 20765.791016 +104 20011.394531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,MLP,1.1504592895507812,"96 519723.456178 +97 515591.341571 +98 522327.887066 +99 524236.919950 +100 539648.933457 +101 564281.685304 +102 559498.434353 +103 569544.577259 +104 575497.725849 +105 583408.224872 +106 587721.640946 +107 583634.024848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,MLP,1.1461901664733887,"95 5.980606e+04 +96 8.241417e+04 +97 1.671782e+05 +98 2.251116e+05 +99 2.847132e+05 +100 5.511845e+05 +101 5.762539e+05 +102 8.217251e+05 +103 1.179094e+06 +104 1.650644e+06 +105 2.305478e+06 +106 3.111152e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,IPTU,HWES,1.4499497413635254,"94 162330.140625 +95 222610.171875 +96 151498.562500 +97 221745.375000 +98 170466.453125 +99 213350.906250 +100 203731.812500 +101 217947.468750 +102 194826.109375 +103 251789.312500 +104 241423.125000 +105 181584.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ISS,MLP,0.922142505645752,"96 208677.478114 +97 224298.702710 +98 251014.006748 +99 259563.082577 +100 250598.396837 +101 16789.411507 +102 137111.435065 +103 101463.364412 +104 43893.838909 +105 -13010.621209 +106 -57504.984039 +107 202308.000809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ITBI,SARIMAX,1.182365894317627,"96 79665.390625 +97 89419.796875 +98 79314.742188 +99 78191.750000 +100 78874.578125 +101 73692.773438 +102 78863.726562 +103 73692.773438 +104 80805.953125 +105 77925.921875 +106 79503.515625 +107 81071.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,MLP,1.1653177738189697,"96 567027.690945 +97 542309.410497 +98 444527.307704 +99 441339.499982 +100 350706.487030 +101 424213.948970 +102 432500.685318 +103 407888.874493 +104 416119.949627 +105 423008.214001 +106 458549.179018 +107 518599.379552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,MLP,1.4159340858459473,"96 137515.763133 +97 170710.859973 +98 427934.393211 +99 176215.241492 +100 300409.525224 +101 634315.954042 +102 375495.334594 +103 448326.615365 +104 483676.660003 +105 526279.484989 +106 650329.231546 +107 642346.527698 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,IPTU,SARIMAX,1.015629768371582,"93 21585.138672 +94 19905.570312 +95 16802.314453 +96 44226.437500 +97 16536.576172 +98 18274.447266 +99 8519.686523 +100 9319.607422 +101 9149.622070 +102 63976.328125 +103 8476.327148 +104 8678.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ISS,AR,1.1046159267425537,"96 27598.880859 +97 18019.384766 +98 31177.683594 +99 25664.798828 +100 27784.527344 +101 28119.525391 +102 27968.082031 +103 27011.710938 +104 29892.933594 +105 26922.572266 +106 25113.720703 +107 39327.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ITBI,SARIMAX,0.9626369476318359,"96 19640.160156 +97 14800.467773 +98 24096.619141 +99 25467.820312 +100 15181.142578 +101 19769.699219 +102 18752.927734 +103 26093.611328 +104 17523.064453 +105 16961.728516 +106 25338.455078 +107 20954.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,MLP,1.0057730674743652,"96 485267.622092 +97 476694.732110 +98 480141.235637 +99 491956.343063 +100 495193.893212 +101 496084.657172 +102 500045.463169 +103 503483.779448 +104 509944.891035 +105 513342.746506 +106 517251.912193 +107 513760.539671 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,MLP,1.157952070236206,"96 14672.859792 +97 57134.850618 +98 52973.685924 +99 32130.348669 +100 65139.872974 +101 286489.876088 +102 91424.386367 +103 131777.876375 +104 148583.996982 +105 158393.129081 +106 203928.205173 +107 237083.098869 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,IPTU,SARIMAX,2.2868027687072754,"93 212075.265625 +94 195733.562500 +95 49857.386719 +96 181520.921875 +97 106728.625000 +98 172325.796875 +99 77986.734375 +100 79476.109375 +101 177413.406250 +102 71543.656250 +103 59667.300781 +104 66799.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ISS,MLP,0.9994845390319824,"96 190711.601004 +97 202000.261929 +98 213643.015136 +99 224159.822027 +100 238771.643268 +101 256703.325527 +102 270530.747704 +103 286530.229076 +104 309568.986810 +105 324987.311815 +106 353829.079467 +107 374621.000288 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ITBI,SES,1.2730813026428223,"96 77981.609375 +97 57075.234375 +98 49695.097656 +99 52907.191406 +100 52481.613281 +101 46698.988281 +102 56580.308594 +103 55526.613281 +104 64589.871094 +105 47600.414062 +106 56051.011719 +107 53465.753906 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,MLP,1.0593667030334473,"96 1.107560e+06 +97 1.083877e+06 +98 1.082944e+06 +99 1.112466e+06 +100 1.107073e+06 +101 1.138906e+06 +102 1.141316e+06 +103 1.146772e+06 +104 1.167317e+06 +105 1.181688e+06 +106 1.197996e+06 +107 1.184774e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.553868055343628,"96 110203.281250 +97 99326.257812 +98 97952.523438 +99 82202.570312 +100 82202.570312 +101 288991.656250 +102 268863.375000 +103 249461.500000 +104 249461.500000 +105 249461.500000 +106 249461.500000 +107 281853.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,IPTU,SARIMAX,1.0267791748046875,"96 571224.7500 +97 609132.6875 +98 575994.1875 +99 598878.4375 +100 591738.6250 +101 978335.0625 +102 596912.3125 +103 589772.5000 +104 598878.4375 +105 601645.9375 +106 602634.7500 +107 947802.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ISS,SARIMAX,2.0116562843322754,"96 1120212.750 +97 1174626.125 +98 1488115.000 +99 1466201.750 +100 1433374.875 +101 1488115.000 +102 1466201.750 +103 1488115.000 +104 1433374.875 +105 1433374.875 +106 1488115.000 +107 1433374.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ITBI,MLP,1.0415494441986084,"96 380361.847232 +97 453181.253689 +98 474279.174671 +99 407694.093879 +100 440665.889867 +101 362056.060547 +102 396079.468334 +103 436913.152549 +104 438634.414984 +105 457360.085391 +106 469564.268577 +107 505709.920401 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,MLP,0.9913713932037354,"96 6.193712e+06 +97 6.097633e+06 +98 6.166588e+06 +99 6.326946e+06 +100 6.419885e+06 +101 6.385128e+06 +102 6.461018e+06 +103 6.525871e+06 +104 6.612733e+06 +105 6.659575e+06 +106 6.704120e+06 +107 6.689071e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,SARIMAX,1.339277744293213,"96 1.001618e+06 +97 9.886152e+05 +98 7.297512e+05 +99 6.836165e+05 +100 4.717234e+05 +101 2.359383e+06 +102 1.902730e+06 +103 1.773904e+06 +104 1.424539e+06 +105 1.490690e+06 +106 1.012320e+06 +107 2.359383e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,IPTU,XGBoost,3.4194469451904297,"91 4748.763184 +92 5100.024902 +93 5418.292480 +94 5473.601074 +95 5531.843750 +96 230.017944 +97 1753.119507 +98 1652.592529 +99 2522.857178 +100 2689.125244 +101 3399.837402 +102 8398.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ISS,XGBoost,1.4162437915802002,"96 124963.968750 +97 115787.710938 +98 105245.921875 +99 108461.078125 +100 93186.039062 +101 105855.414062 +102 96576.437500 +103 88859.367188 +104 105830.726562 +105 96331.953125 +106 105830.726562 +107 88834.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ITBI,XGBoost,1.168318510055542,"94 33229.054688 +95 23510.835938 +96 8447.952148 +97 23544.240234 +98 49106.308594 +99 45382.796875 +100 36938.542969 +101 17973.953125 +102 24573.804688 +103 17504.039062 +104 33873.453125 +105 37631.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,MLP,1.10263991355896,"96 652406.907501 +97 648549.129442 +98 659492.627065 +99 670269.830524 +100 690650.680938 +101 669444.064216 +102 681408.793289 +103 688966.073537 +104 692893.534080 +105 695440.657617 +106 693382.596685 +107 702718.639295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,SARIMAX,1.3293089866638184,"96 12861.120117 +97 5012.350098 +98 5106.461914 +99 5937.072266 +100 4236.405273 +101 43078.562500 +102 4736.638672 +103 3839.091064 +104 13384.423828 +105 13838.230469 +106 12914.970703 +107 47397.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,IPTU,SARIMAX,1.2459385395050049,"83 108961.304688 +84 111605.210938 +85 105064.687500 +86 34255.753906 +87 17070.541016 +88 21102.755859 +89 67799.242188 +90 65500.558594 +91 94276.156250 +92 103153.773438 +93 101704.445312 +94 141919.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ISS,SARIMAX,1.0239756107330322,"96 71597.765625 +97 78396.320312 +98 77955.914062 +99 78554.609375 +100 77538.015625 +101 77524.281250 +102 71597.765625 +103 77538.015625 +104 71597.765625 +105 71597.765625 +106 71597.765625 +107 71597.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ITBI,SARIMAX,1.2195396423339844,"96 34193.496094 +97 41597.855469 +98 33292.875000 +99 34822.808594 +100 21419.886719 +101 21419.886719 +102 22664.455078 +103 19145.238281 +104 38102.898438 +105 31798.859375 +106 38117.664062 +107 23802.591797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,MLP,1.1657075881958008,"96 686510.897579 +97 708312.108676 +98 708413.508697 +99 730618.316478 +100 736366.710024 +101 747557.852347 +102 760077.794026 +103 782676.917133 +104 778847.079013 +105 786980.336240 +106 795896.001016 +107 789408.425118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,MLP,1.2323291301727295,"96 65139.644486 +97 207027.573238 +98 103617.478081 +99 95530.879220 +100 148259.564128 +101 315148.543926 +102 242025.307876 +103 298270.767261 +104 333214.303568 +105 392501.297459 +106 497214.548476 +107 586447.831209 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,IPTU,SARIMAX,2.0568785667419434,"95 4.910131e+05 +96 5.905251e+05 +97 8.627987e+05 +98 5.193948e+05 +99 6.416438e+05 +100 1.307905e+06 +101 7.462549e+05 +102 7.302827e+05 +103 7.766102e+05 +104 7.310806e+05 +105 6.456332e+05 +106 6.517785e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ISS,MLP,1.0397932529449463,"96 5.230762e+06 +97 5.836146e+06 +98 8.639016e+06 +99 7.857562e+06 +100 1.100965e+07 +101 1.331676e+07 +102 1.605114e+07 +103 1.991282e+07 +104 2.400982e+07 +105 2.992463e+07 +106 3.743002e+07 +107 4.632180e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ITBI,MLP,1.0474700927734375,"95 567021.526004 +96 608716.174526 +97 641052.948131 +98 398020.642851 +99 522946.251055 +100 636741.734209 +101 534771.725748 +102 493921.347592 +103 443323.363382 +104 593063.632034 +105 540317.302526 +106 455702.093685 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,MLP,1.0914630889892578,"96 1.221547e+07 +97 1.224672e+07 +98 1.247736e+07 +99 1.253804e+07 +100 1.307591e+07 +101 1.229260e+07 +102 1.255183e+07 +103 1.264770e+07 +104 1.257515e+07 +105 1.254378e+07 +106 1.233004e+07 +107 1.266579e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,XGBoost,2.0471174716949463,"96 7.513931e+05 +97 6.553168e+05 +98 3.181807e+05 +99 4.060376e+05 +100 2.654774e+05 +101 2.414392e+06 +102 9.312520e+05 +103 9.588638e+05 +104 5.001994e+05 +105 7.396396e+05 +106 4.957845e+05 +107 2.874588e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,IPTU,SARIMAX,2.1145360469818115,"88 10646.934570 +89 14346.657227 +90 25042.591797 +91 25646.630859 +92 10492.025391 +93 10678.815430 +94 10482.473633 +95 10254.934570 +96 23614.876953 +97 35530.992188 +98 10482.473633 +99 9840.106445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ISS,XGBoost,1.0405285358428955,"96 16047.215820 +97 25463.636719 +98 26382.496094 +99 35729.648438 +100 27666.259766 +101 22380.623047 +102 12807.009766 +103 21736.525391 +104 21716.845703 +105 21736.525391 +106 21716.845703 +107 21705.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ITBI,XGBoost,1.288999080657959,"95 271133.843750 +96 73341.804688 +97 67609.117188 +98 73734.695312 +99 70083.421875 +100 73944.062500 +101 72180.093750 +102 77181.132812 +103 73413.234375 +104 77181.132812 +105 188337.859375 +106 73413.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,MLP,1.4614932537078857,"96 9.699866e+05 +97 9.136915e+05 +98 9.345239e+05 +99 9.680657e+05 +100 9.943362e+05 +101 1.004941e+06 +102 1.000661e+06 +103 1.024129e+06 +104 1.041872e+06 +105 1.050229e+06 +106 1.055877e+06 +107 1.050801e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,XGBoost,2.7016513347625732,"96 146037.468750 +97 145693.656250 +98 145403.687500 +99 145499.390625 +100 145499.390625 +101 145555.156250 +102 145555.156250 +103 145555.156250 +104 145572.781250 +105 145572.781250 +106 145491.812500 +107 145555.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,IPTU,XGBoost,2.176436185836792,"86 103905.414062 +87 113614.562500 +88 100894.906250 +89 64003.078125 +90 29200.943359 +91 30016.878906 +92 98063.882812 +93 98063.882812 +94 98063.882812 +95 65183.085938 +96 29809.302734 +97 29809.302734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ISS,MLP,1.5436887741088867,"96 48161.840808 +97 27422.389578 +98 43494.673572 +99 37725.430801 +100 46999.800858 +101 32169.975989 +102 37857.294493 +103 62753.097912 +104 46205.705473 +105 56052.744904 +106 46296.592085 +107 63994.752810 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ITBI,MLP,1.4943225383758545,"96 17691.025505 +97 20823.584004 +98 26319.331637 +99 20933.170423 +100 24143.342887 +101 23394.079759 +102 21199.980929 +103 23358.273151 +104 24311.303925 +105 21218.545822 +106 22856.770408 +107 21557.555990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,MLP,1.221024990081787,"96 623642.557399 +97 621088.700394 +98 637763.412182 +99 644695.158804 +100 676107.573497 +101 642582.778293 +102 657410.686351 +103 666758.752357 +104 665741.293769 +105 666634.073772 +106 658346.473448 +107 678278.325756 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,AR,1.1572470664978027,"96 84510.757812 +97 61190.464844 +98 61042.781250 +99 24083.470703 +100 24083.470703 +101 234645.421875 +102 122673.476562 +103 79092.539062 +104 79092.539062 +105 69840.312500 +106 72534.875000 +107 234043.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,AR,1.255659580230713,"96 225006.437500 +97 595172.312500 +98 256030.046875 +99 224926.671875 +100 322622.156250 +101 293005.218750 +102 291522.406250 +103 709622.312500 +104 306540.656250 +105 278924.875000 +106 252492.906250 +107 286086.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,SARIMAX,0.9557549953460693,"96 1.026813e+06 +97 1.755146e+06 +98 1.755842e+06 +99 1.755842e+06 +100 1.756136e+06 +101 1.756605e+06 +102 1.755337e+06 +103 1.755337e+06 +104 1.755337e+06 +105 1.755337e+06 +106 1.755630e+06 +107 1.754640e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,XGBoost,1.106055736541748,"96 308743.875000 +97 304434.781250 +98 189605.093750 +99 311810.531250 +100 243235.937500 +101 314563.812500 +102 253227.437500 +103 126909.367188 +104 362474.343750 +105 252291.609375 +106 370330.375000 +107 253616.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,XGBoost,1.1137444972991943,"96 5285118.0 +97 5476247.5 +98 5303596.0 +99 5290139.0 +100 5242863.0 +101 5603628.5 +102 5603628.5 +103 5473468.5 +104 5429674.0 +105 5429674.0 +106 5429674.0 +107 5509547.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,XGBoost,1.434504747390747,"96 4.130773e+05 +97 3.018550e+05 +98 2.564325e+05 +99 2.367618e+05 +100 2.331691e+05 +101 1.277004e+06 +102 5.110313e+05 +103 4.420757e+05 +104 4.219041e+05 +105 4.532310e+05 +106 4.304373e+05 +107 1.277004e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,IPTU,AR,2.203533411026001,"94 213959.125000 +95 212950.437500 +96 214294.390625 +97 237794.609375 +98 207805.156250 +99 187601.984375 +100 187601.984375 +101 187601.984375 +102 187601.984375 +103 212839.750000 +104 197562.781250 +105 197562.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ISS,MLP,3.2665085792541504,"96 850221.259827 +97 824481.166337 +98 833267.789137 +99 826940.971595 +100 837925.781502 +101 789664.588647 +102 813955.275056 +103 855332.264367 +104 855559.208565 +105 858505.012006 +106 851918.714997 +107 915321.881133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ITBI,MLP,2.048776865005493,"96 7.021214e+05 +97 7.616858e+05 +98 9.018771e+05 +99 1.151642e+06 +100 7.002148e+05 +101 1.226140e+06 +102 1.228046e+06 +103 1.305393e+06 +104 1.379202e+06 +105 1.347473e+06 +106 1.549428e+06 +107 1.633263e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,XGBoost,1.1878278255462646,"96 3177882.75 +97 2963713.50 +98 2936317.25 +99 2934006.75 +100 2713878.25 +101 2956774.50 +102 3209341.75 +103 2961403.25 +104 3204128.25 +105 2959490.75 +106 2959490.75 +107 2719757.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,XGBoost,1.143968105316162,"96 759343.875 +97 728217.750 +98 588652.125 +99 563175.875 +100 556195.000 +101 1808820.500 +102 1808185.875 +103 1808185.875 +104 1808185.875 +105 1808185.875 +106 1808185.875 +107 1808185.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,IPTU,MLP,1.4882230758666992,"90 3.416620e+06 +91 8.243200e+05 +92 1.014522e+06 +93 1.414129e+06 +94 1.751870e+06 +95 2.374163e+06 +96 4.355715e+06 +97 3.870983e+06 +98 5.097096e+06 +99 6.789293e+06 +100 8.963678e+06 +101 1.193113e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ISS,MLP,1.1130187511444092,"96 9.792340e+05 +97 1.099650e+06 +98 1.047991e+06 +99 1.106086e+06 +100 1.132543e+06 +101 1.155738e+06 +102 1.205390e+06 +103 1.230580e+06 +104 1.224277e+06 +105 1.254949e+06 +106 1.269105e+06 +107 1.329335e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ITBI,MLP,1.3496382236480713,"95 374369.106483 +96 430736.136916 +97 389614.063846 +98 378289.054209 +99 350718.749046 +100 434969.862099 +101 420132.010625 +102 407406.419194 +103 387989.735041 +104 396994.199932 +105 412991.705742 +106 413397.441091 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,MLP,1.0438694953918457,"96 4.195841e+06 +97 4.085000e+06 +98 4.104340e+06 +99 4.199725e+06 +100 4.245794e+06 +101 4.177249e+06 +102 4.202080e+06 +103 4.229858e+06 +104 4.280080e+06 +105 4.295871e+06 +106 4.305962e+06 +107 4.281838e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,MLP,1.150672197341919,"96 -1.521417e+05 +97 1.425665e+05 +98 1.221587e+05 +99 6.962606e+04 +100 1.242036e+05 +101 1.130312e+06 +102 5.182251e+04 +103 3.030365e+05 +104 3.350092e+05 +105 3.465725e+05 +106 4.474521e+05 +107 7.102293e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,IPTU,HWES,3.6820547580718994,"94 9101.775391 +95 18784.763672 +96 1875.204712 +97 1875.204712 +98 1738.724854 +99 12378.674805 +100 19503.207031 +101 18503.076172 +102 6980.929688 +103 5118.948242 +104 7166.586426 +105 24403.556641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ISS,SARIMAX,2.03566312789917,"96 32104.482422 +97 34338.878906 +98 28404.462891 +99 32128.958984 +100 32120.919922 +101 32128.958984 +102 32128.958984 +103 32128.958984 +104 31034.966797 +105 32128.958984 +106 32128.958984 +107 31034.966797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ITBI,XGBoost,1.845836877822876,"96 4747.750000 +97 4305.357910 +98 7086.355957 +99 4063.804443 +100 4388.296387 +101 3879.881104 +102 4849.308105 +103 4843.461914 +104 3912.325684 +105 4341.139648 +106 4355.311035 +107 5406.345703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,XGBoost,1.1097145080566406,"95 692268.3750 +96 686223.3750 +97 675342.1250 +98 682262.5625 +99 682262.5625 +100 722035.8125 +101 710752.1250 +102 698304.1875 +103 694775.9375 +104 684252.5000 +105 689347.3750 +106 699205.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,MLP,1.968297004699707,"94 6709.824788 +95 59359.575505 +96 57723.679629 +97 72943.975154 +98 114931.383149 +99 282352.486948 +100 140487.323462 +101 198740.722792 +102 236716.486023 +103 289785.483328 +104 363566.073514 +105 389145.083030 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,IPTU,MLP,2.414612293243408,"92 559893.130742 +93 557503.728577 +94 509389.203883 +95 464934.687579 +96 595993.633611 +97 606794.262679 +98 623573.865544 +99 633669.125363 +100 643619.015931 +101 651830.280522 +102 685245.951439 +103 702455.134112 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ISS,MLP,2.377713918685913,"96 2.772884e+06 +97 3.033812e+06 +98 3.377672e+06 +99 -3.559388e+05 +100 1.896011e+06 +101 2.395467e+06 +102 1.005890e+06 +103 1.527110e+05 +104 -1.160601e+06 +105 3.616187e+06 +106 6.047489e+05 +107 -6.171961e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ITBI,XGBoost,1.8110077381134033,"96 371228.90625 +97 379032.68750 +98 320256.21875 +99 384353.03125 +100 377175.03125 +101 407907.21875 +102 471803.00000 +103 459894.81250 +104 465147.62500 +105 365248.50000 +106 493843.78125 +107 383759.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,MLP,1.2366347312927246,"96 3.630266e+06 +97 3.590340e+06 +98 3.733315e+06 +99 3.893620e+06 +100 3.941047e+06 +101 3.949991e+06 +102 4.009158e+06 +103 4.067263e+06 +104 4.128722e+06 +105 4.134590e+06 +106 4.125908e+06 +107 4.129356e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,MLP,1.279522180557251,"96 -229038.880599 +97 -31214.249616 +98 -26175.581839 +99 -199978.616112 +100 -208111.036445 +101 339477.374576 +102 -418554.898055 +103 -289972.103040 +104 -349857.226650 +105 -497028.529640 +106 -553985.326645 +107 -659644.232359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,IPTU,XGBoost,1.1600711345672607,"96 533835.75000 +97 547446.93750 +98 544699.25000 +99 512733.06250 +100 497422.96875 +101 519697.03125 +102 597536.31250 +103 510304.78125 +104 589978.43750 +105 609604.37500 +106 649135.00000 +107 571970.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ISS,SARIMAX,1.3146135807037354,"96 9.569438e+05 +97 9.912676e+05 +98 9.487254e+05 +99 9.897398e+05 +100 1.022698e+06 +101 1.034872e+06 +102 1.033329e+06 +103 1.041918e+06 +104 1.033329e+06 +105 1.041918e+06 +106 1.041918e+06 +107 1.041918e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ITBI,MLP,2.0212810039520264,"96 490855.039238 +97 448544.802837 +98 536393.767284 +99 568526.057116 +100 582670.872303 +101 544166.887203 +102 570848.521244 +103 620229.036440 +104 610953.131964 +105 615015.876981 +106 621610.757402 +107 659724.979682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,MLP,1.8906092643737793,"96 1.940751e+06 +97 1.895250e+06 +98 1.909272e+06 +99 1.962107e+06 +100 1.976328e+06 +101 1.963204e+06 +102 1.981854e+06 +103 1.998402e+06 +104 2.027741e+06 +105 2.041175e+06 +106 2.058446e+06 +107 2.045480e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,MLP,1.4096653461456299,"96 6.195943e+04 +97 2.449124e+05 +98 1.351838e+05 +99 -2.062889e+05 +100 -1.358010e+05 +101 1.239135e+06 +102 9.997314e+02 +103 1.235621e+05 +104 8.551092e+04 +105 -1.084906e+05 +106 -3.147085e+04 +107 1.010811e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,IPTU,SARIMAX,1.9852678775787354,"91 58579.175781 +92 56977.851562 +93 45560.097656 +94 11122.904297 +95 18024.060547 +96 26066.216797 +97 36223.382812 +98 36223.382812 +99 21100.931641 +100 31386.863281 +101 30072.529297 +102 32194.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ISS,XGBoost,2.034822463989258,"96 95637.343750 +97 98833.398438 +98 95311.062500 +99 90153.843750 +100 95380.781250 +101 95296.523438 +102 95737.835938 +103 91294.710938 +104 98833.398438 +105 95296.523438 +106 95737.835938 +107 91294.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ITBI,HWES,3.4375627040863037,"96 258409.937500 +97 145451.390625 +98 145911.375000 +99 175116.484375 +100 72307.242188 +101 83087.796875 +102 152373.093750 +103 152373.093750 +104 152373.093750 +105 214520.250000 +106 82842.460938 +107 89186.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,MLP,1.0078480243682861,"96 1.218396e+06 +97 1.205522e+06 +98 1.258956e+06 +99 1.331316e+06 +100 1.347120e+06 +101 1.308636e+06 +102 1.349228e+06 +103 1.380844e+06 +104 1.393507e+06 +105 1.385961e+06 +106 1.385962e+06 +107 1.404147e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,XGBoost,1.9636952877044678,"96 133536.687500 +97 121181.531250 +98 126401.187500 +99 130827.812500 +100 127224.601562 +101 482917.781250 +102 292008.468750 +103 292008.468750 +104 210765.859375 +105 173548.687500 +106 173548.687500 +107 417352.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,IPTU,SARIMAX,1.2858304977416992,"94 195583.093750 +95 89227.851562 +96 94577.937500 +97 90905.632812 +98 148432.109375 +99 249120.250000 +100 249392.984375 +101 166939.218750 +102 301890.593750 +103 315992.843750 +104 197165.531250 +105 288203.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ISS,MLP,1.4017767906188965,"96 313748.796032 +97 327497.061341 +98 324428.457451 +99 298080.877996 +100 291125.147353 +101 300328.754004 +102 298027.585078 +103 294902.596450 +104 282915.999428 +105 267627.728440 +106 285060.010683 +107 288152.977607 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ITBI,MLP,1.0143373012542725,"96 157875.643252 +97 152241.625169 +98 149767.335234 +99 162665.205630 +100 85364.344056 +101 159027.171788 +102 127285.900301 +103 124878.490863 +104 120724.765136 +105 103418.132147 +106 152428.529442 +107 108216.480000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,MLP,0.968862771987915,"96 2.073663e+06 +97 2.039106e+06 +98 2.069952e+06 +99 2.126352e+06 +100 2.171829e+06 +101 2.161437e+06 +102 2.189621e+06 +103 2.219385e+06 +104 2.251370e+06 +105 2.269987e+06 +106 2.283819e+06 +107 2.289650e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,MLP,1.2125399112701416,"96 -83460.250140 +97 121923.025224 +98 74938.449407 +99 30295.730016 +100 64484.399286 +101 846584.675205 +102 89137.636688 +103 249651.083688 +104 266931.133984 +105 284354.944240 +106 347131.227446 +107 345878.535343 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,IPTU,SARIMAX,1.3501250743865967,"94 7657.871582 +95 8043.074219 +96 7860.318359 +97 7737.811523 +98 7140.040039 +99 8657.720703 +100 7592.020996 +101 7486.366211 +102 16578.060547 +103 17690.664062 +104 8571.864258 +105 8579.788086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ISS,XGBoost,1.0102205276489258,"96 19067.216797 +97 17249.259766 +98 17283.333984 +99 19067.216797 +100 23667.458984 +101 23667.458984 +102 23667.458984 +103 23667.458984 +104 23667.458984 +105 23667.458984 +106 23667.458984 +107 23667.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ITBI,SARIMAX,1.7357170581817627,"93 5618.257812 +94 3101.416992 +95 5601.995605 +96 5912.783691 +97 6421.611816 +98 10857.891602 +99 6352.401855 +100 6123.147949 +101 4081.863525 +102 11182.317383 +103 6086.723633 +104 5565.920410 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,MLP,1.2381837368011475,"96 604268.235638 +97 598122.061151 +98 607936.611011 +99 624940.748470 +100 637878.811808 +101 636780.321439 +102 644620.570293 +103 651807.440186 +104 659819.491762 +105 663902.542295 +106 666657.037640 +107 665611.918420 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,XGBoost,1.4265241622924805,"95 59343.835938 +96 60240.777344 +97 58778.144531 +98 60240.777344 +99 58778.144531 +100 138786.875000 +101 138810.546875 +102 138810.546875 +103 135213.031250 +104 138810.546875 +105 135301.796875 +106 138721.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,IPTU,SARIMAX,1.035668134689331,"91 598235.06250 +92 756685.93750 +93 426530.43750 +94 568288.00000 +95 313738.78125 +96 263028.93750 +97 462712.28125 +98 464805.46875 +99 570770.75000 +100 507061.65625 +101 541140.12500 +102 392340.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ISS,MLP,2.149850368499756,"96 1.492119e+06 +97 1.774853e+06 +98 1.509927e+06 +99 1.466489e+06 +100 1.502534e+06 +101 1.520951e+06 +102 1.567910e+06 +103 1.467239e+06 +104 1.559012e+06 +105 1.637053e+06 +106 1.578369e+06 +107 1.632228e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ITBI,MLP,0.969083309173584,"90 351931.317448 +91 412255.734671 +92 374318.674552 +93 360547.559389 +94 353723.026221 +95 348075.690156 +96 374703.777114 +97 369584.524243 +98 352949.229728 +99 357561.209800 +100 361023.924193 +101 369722.415288 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,MLP,1.2651891708374023,"96 4.824860e+06 +97 4.708133e+06 +98 4.700123e+06 +99 4.826872e+06 +100 4.790774e+06 +101 4.916015e+06 +102 4.919578e+06 +103 4.933285e+06 +104 5.013732e+06 +105 5.062999e+06 +106 5.122260e+06 +107 5.044649e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,XGBoost,1.2944259643554688,"96 1049102.875 +97 1378989.000 +98 1072577.250 +99 1085542.000 +100 1085708.125 +101 2765834.250 +102 1130206.250 +103 2438838.500 +104 1375525.125 +105 1511388.250 +106 1511388.250 +107 2762732.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,IPTU,XGBoost,1.4182896614074707,"96 50805.171875 +97 639859.125000 +98 127240.523438 +99 41107.152344 +100 309411.531250 +101 86515.226562 +102 77207.203125 +103 640123.812500 +104 47801.246094 +105 108575.250000 +106 820790.687500 +107 37922.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ISS,MLP,1.4094841480255127,"96 74172.646953 +97 73214.051741 +98 71427.509796 +99 74401.982640 +100 77057.722113 +101 70427.943543 +102 73178.931887 +103 73418.318584 +104 75304.572346 +105 74105.513125 +106 73258.659576 +107 76912.397693 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ITBI,MLP,2.5952024459838867,"96 107367.958378 +97 58091.814309 +98 80698.088200 +99 54865.630359 +100 55628.309430 +101 77438.962071 +102 45401.260639 +103 55457.362903 +104 48006.725386 +105 54399.470824 +106 57071.054784 +107 47906.436964 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,MLP,2.40230393409729,"96 529935.653035 +97 524459.423449 +98 532555.047426 +99 542834.388480 +100 556426.247128 +101 541043.535643 +102 550188.842540 +103 555975.180713 +104 560010.681959 +105 562128.417301 +106 561619.095019 +107 566767.602755 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,MLP,1.8389832973480225,"96 29081.172599 +97 105409.865774 +98 114939.417904 +99 120360.178764 +100 176438.425673 +101 584568.885212 +102 221050.756529 +103 312534.366576 +104 361181.178451 +105 418055.201233 +106 514505.155037 +107 603182.717835 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,IPTU,XGBoost,1.2408924102783203,"93 36716.480469 +94 44000.867188 +95 31382.152344 +96 31018.232422 +97 34922.164062 +98 31181.902344 +99 38466.304688 +100 38726.816406 +101 29044.636719 +102 29044.636719 +103 29082.927734 +104 31143.613281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ISS,XGBoost,1.0491442680358887,"96 43508.957031 +97 48559.691406 +98 48001.191406 +99 43860.656250 +100 42901.316406 +101 41945.117188 +102 37286.398438 +103 34241.000000 +104 31848.044922 +105 38838.281250 +106 32539.802734 +107 39317.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ITBI,MLP,1.5865354537963867,"96 38022.361096 +97 33360.945763 +98 31748.686460 +99 33790.756602 +100 39182.319225 +101 37388.552481 +102 33058.549165 +103 32729.330404 +104 34388.564192 +105 34014.963877 +106 32321.132869 +107 29210.985525 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,XGBoost,1.0931029319763184,"96 626540.2500 +97 654366.3125 +98 655732.0000 +99 642435.4375 +100 645866.5000 +101 632741.0625 +102 651602.1875 +103 654366.3125 +104 623104.6875 +105 625236.1875 +106 626440.4375 +107 656094.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,MLP,1.1482346057891846,"96 10309.931783 +97 46382.816048 +98 34636.592592 +99 16251.089332 +100 51732.396345 +101 250436.907938 +102 66167.596890 +103 97827.691390 +104 102719.481422 +105 104161.056880 +106 136882.586031 +107 151370.671381 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,IPTU,MLP,1.3679156303405762,"82 65417.827302 +83 57096.871961 +84 36146.392600 +85 14821.840630 +86 -16351.799250 +87 -138838.879728 +88 -68252.981143 +89 -103465.417645 +90 -147515.911858 +91 -194595.580573 +92 -247864.638727 +93 -265124.859359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ISS,XGBoost,1.256063461303711,"87 57276.546875 +88 55783.445312 +89 58796.152344 +90 55930.804688 +91 55832.742188 +92 52239.417969 +93 44759.457031 +94 48502.039062 +95 45138.273438 +96 48776.437500 +97 48776.437500 +98 50026.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ITBI,MLP,2.0753681659698486,"87 -47244.491018 +88 50684.755537 +89 -198264.424105 +90 -80350.924998 +91 -258453.920815 +92 -297157.262267 +93 -144782.048157 +94 -487143.119010 +95 91270.792270 +96 -164138.734308 +97 364995.074944 +98 725943.474639 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,MLP,1.8699495792388916,"87 633927.997314 +88 667428.763685 +89 652870.588522 +90 647290.218245 +91 659183.100947 +92 649559.604584 +93 673641.388349 +94 677327.597256 +95 678098.900281 +96 688139.670279 +97 696393.618488 +98 706191.472918 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,XGBoost,2.0742530822753906,"86 20624.542969 +87 17398.181641 +88 13956.269531 +89 15146.763672 +90 15146.763672 +91 24986.031250 +92 72813.750000 +93 63987.003906 +94 62514.859375 +95 40219.148438 +96 57913.894531 +97 70851.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,1.3983442783355713,"89 2680.943604 +90 2377.125488 +91 2534.905273 +92 3559.842285 +93 40382.976562 +94 1899.816650 +95 2074.172119 +96 1998.132690 +97 2227.398926 +98 1861.569702 +99 40194.156250 +100 2227.398926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,XGBoost,3.386133909225464,"96 27479.267578 +97 27479.267578 +98 27486.701172 +99 27479.267578 +100 27468.626953 +101 27467.195312 +102 27486.701172 +103 27479.267578 +104 27479.267578 +105 27479.267578 +106 27479.267578 +107 27486.701172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,SES,2.049251079559326,"94 26271.310547 +95 28392.968750 +96 28657.263672 +97 22371.474609 +98 22393.394531 +99 31790.841797 +100 20520.785156 +101 22220.636719 +102 22220.636719 +103 22371.474609 +104 22371.474609 +105 22247.056641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,MLP,1.0935447216033936,"96 428684.406438 +97 423358.429709 +98 430575.880117 +99 441459.813193 +100 451512.039139 +101 443236.061717 +102 450503.743059 +103 455863.197973 +104 460588.596241 +105 462825.387666 +106 463700.897805 +107 465704.328272 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,MLP,1.5184574127197266,"96 991.892724 +97 13964.338663 +98 12856.974189 +99 9134.381854 +100 19304.656039 +101 95320.149336 +102 20164.767584 +103 33415.486568 +104 37727.819676 +105 40885.078004 +106 53419.498722 +107 64906.450365 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,IPTU,SARIMAX,1.1904072761535645,"96 502141.90625 +97 493401.87500 +98 499994.78125 +99 501617.18750 +100 490464.78125 +101 489157.71875 +102 484983.21875 +103 484983.21875 +104 484983.21875 +105 494152.53125 +106 487261.43750 +107 489563.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ISS,SARIMAX,1.7028799057006836,"96 426133.78125 +97 434422.43750 +98 432661.84375 +99 435787.65625 +100 435787.65625 +101 435787.65625 +102 435268.46875 +103 435787.65625 +104 435787.65625 +105 435787.65625 +106 429477.03125 +107 429477.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ITBI,HWES,1.0377929210662842,"96 98463.320312 +97 95465.265625 +98 88751.843750 +99 95892.781250 +100 92498.171875 +101 92948.781250 +102 96258.429688 +103 95137.960938 +104 94642.671875 +105 118858.703125 +106 96300.875000 +107 91767.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,MLP,0.9383094310760498,"96 1.856250e+06 +97 1.847949e+06 +98 1.879621e+06 +99 1.922995e+06 +100 1.979117e+06 +101 1.962742e+06 +102 1.991543e+06 +103 2.018222e+06 +104 2.042070e+06 +105 2.058450e+06 +106 2.065654e+06 +107 2.080870e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,XGBoost,1.4650917053222656,"96 4.214969e+05 +97 4.128638e+05 +98 3.362526e+05 +99 3.239311e+05 +100 2.979098e+05 +101 1.412186e+06 +102 8.968053e+05 +103 8.968053e+05 +104 5.086040e+05 +105 5.110400e+05 +106 4.875507e+05 +107 1.309691e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,IPTU,AR,1.7044432163238525,"96 9.824627e+05 +97 7.998992e+05 +98 8.971298e+05 +99 8.874718e+05 +100 9.470797e+05 +101 8.247642e+05 +102 1.052259e+06 +103 6.354371e+05 +104 6.438559e+05 +105 6.397337e+05 +106 8.713501e+05 +107 6.771118e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ISS,SARIMAX,1.9176788330078125,"96 2080456.00 +97 2146549.75 +98 2140232.50 +99 2211515.25 +100 2374151.25 +101 2472386.25 +102 2375027.50 +103 2389971.50 +104 2389971.50 +105 2389971.50 +106 2389971.50 +107 2240156.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ITBI,HWES,1.261479377746582,"96 673648.0625 +97 728422.8750 +98 746726.3750 +99 592388.6250 +100 624875.0625 +101 750273.5625 +102 756427.3750 +103 754824.5625 +104 754824.5625 +105 643935.5625 +106 624483.8125 +107 754824.5625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,MLP,1.0853421688079834,"96 5.499936e+06 +97 5.449466e+06 +98 5.535976e+06 +99 5.642988e+06 +100 5.782362e+06 +101 5.601938e+06 +102 5.706742e+06 +103 5.764329e+06 +104 5.801769e+06 +105 5.818337e+06 +106 5.806855e+06 +107 5.862946e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,MLP,1.7536470890045166,"96 1.392764e+05 +97 9.210415e+05 +98 7.004717e+05 +99 3.580757e+05 +100 5.276851e+05 +101 4.104577e+06 +102 8.113932e+05 +103 1.472556e+06 +104 1.565868e+06 +105 1.548796e+06 +106 1.909472e+06 +107 2.436849e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,IPTU,AR,1.3633432388305664,"96 80422.679688 +97 80753.617188 +98 80966.757812 +99 81031.492188 +100 81173.304688 +101 72825.289062 +102 78644.023438 +103 78785.828125 +104 95728.554688 +105 78724.132812 +106 78724.132812 +107 69283.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ISS,XGBoost,1.1346063613891602,"96 59559.757812 +97 55805.300781 +98 44290.312500 +99 47004.031250 +100 51976.914062 +101 59270.511719 +102 51976.914062 +103 44042.308594 +104 52224.917969 +105 54598.707031 +106 44042.308594 +107 44042.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ITBI,SES,2.179603099822998,"96 18608.699219 +97 19455.285156 +98 22365.273438 +99 24284.138672 +100 19319.912109 +101 25530.583984 +102 27250.564453 +103 29148.603516 +104 17387.017578 +105 17151.683594 +106 31825.648438 +107 17090.986328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,XGBoost,1.9458262920379639,"96 610475.2500 +97 639426.9375 +98 622486.1250 +99 629754.0000 +100 622486.1250 +101 641630.9375 +102 631958.0000 +103 639621.3750 +104 631958.0000 +105 631958.0000 +106 631958.0000 +107 641759.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,MLP,1.870795726776123,"96 4090.383976 +97 49874.110673 +98 41210.841655 +99 39524.875783 +100 65749.916805 +101 295999.748843 +102 76101.022301 +103 122124.345338 +104 132377.280284 +105 150043.751426 +106 187092.453791 +107 234426.226294 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,IPTU,HWES,1.3088512420654297,"95 4470.519531 +96 3687.827148 +97 4080.166504 +98 3329.550049 +99 6963.093262 +100 4782.979004 +101 5995.500977 +102 9133.379883 +103 11107.525391 +104 9189.823242 +105 6731.499512 +106 10590.758789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ISS,MLP,2.0613772869110107,"96 29116.420621 +97 32735.530775 +98 30377.143422 +99 34346.049408 +100 32483.641574 +101 32994.311211 +102 33283.546215 +103 31141.073213 +104 32038.712339 +105 29104.713274 +106 28621.884060 +107 27053.218787 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ITBI,MLP,1.1663098335266113,"93 21504.740910 +94 25438.576053 +95 33618.243466 +96 24370.469711 +97 33973.698806 +98 22550.236504 +99 27899.914292 +100 27311.144964 +101 23190.651838 +102 25118.352251 +103 20720.388503 +104 23366.250419 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,MLP,1.352665662765503,"96 534080.868610 +97 536080.273464 +98 548855.000798 +99 559496.608623 +100 580821.573214 +101 563676.256035 +102 574731.820096 +103 581425.399145 +104 583826.610296 +105 585273.526168 +106 582160.402452 +107 591282.749045 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,MLP,1.096104621887207,"96 5571.299842 +97 26106.065977 +98 13695.518271 +99 5131.585436 +100 14002.986503 +101 100970.389329 +102 32345.150328 +103 48945.460277 +104 48900.893676 +105 49889.730091 +106 55750.602345 +107 56337.668346 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,IPTU,SARIMAX,1.8149454593658447,"93 21998.001953 +94 21684.716797 +95 6679.213379 +96 3698.086914 +97 3752.631104 +98 8449.327148 +99 22302.894531 +100 23546.730469 +101 8823.865234 +102 13481.386719 +103 14307.105469 +104 9493.505859 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ISS,MLP,1.3086879253387451,"96 89457.714249 +97 71688.738623 +98 89332.846943 +99 87256.826209 +100 89078.712409 +101 71431.983993 +102 66738.472934 +103 78873.864200 +104 62927.382533 +105 65978.330006 +106 63865.660146 +107 65758.912442 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ITBI,Prophet,1.2206790447235107,"80 12355.884766 +81 73283.781250 +82 14716.814453 +83 22961.259766 +84 29945.763672 +85 13008.526367 +86 38966.906250 +87 43132.843750 +88 38358.855469 +89 92199.960938 +90 229338.531250 +91 24429.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,MLP,0.9872231483459473,"96 617542.730953 +97 618793.408044 +98 628435.824810 +99 645842.366207 +100 663266.355929 +101 652341.074845 +102 665045.335641 +103 673233.409990 +104 680114.113542 +105 683704.961736 +106 684744.648355 +107 688500.724381 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,SARIMAX,1.1533145904541016,"92 37452.382812 +93 137985.796875 +94 31725.703125 +95 31725.703125 +96 31725.703125 +97 117441.250000 +98 79105.992188 +99 117318.460938 +100 79107.500000 +101 79107.500000 +102 79107.500000 +103 117318.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,IPTU,HWES,1.246471643447876,"95 14800.833008 +96 28710.164062 +97 21141.095703 +98 26832.443359 +99 11309.525391 +100 11701.818359 +101 9108.028320 +102 14750.430664 +103 12156.790039 +104 14750.430664 +105 12163.727539 +106 12183.769531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ISS,MLP,1.1300530433654785,"96 151599.176058 +97 129250.984471 +98 137587.931446 +99 149983.673425 +100 137028.974994 +101 134635.919021 +102 124722.671758 +103 134886.585012 +104 135484.009001 +105 125565.173940 +106 131507.710069 +107 131483.303181 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ITBI,XGBoost,1.3611805438995361,"96 29520.564453 +97 29520.564453 +98 30437.837891 +99 27701.253906 +100 39554.691406 +101 52609.734375 +102 39554.691406 +103 39554.691406 +104 34247.882812 +105 34247.882812 +106 31511.292969 +107 31511.292969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,MLP,1.1126039028167725,"96 852698.677018 +97 850324.500490 +98 871791.949422 +99 875516.078863 +100 923092.914439 +101 870940.198659 +102 888803.653865 +103 900886.000504 +104 896818.707934 +105 897532.242481 +106 884038.835613 +107 915592.884031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,MLP,1.418531894683838,"96 19909.331617 +97 32032.661056 +98 16078.432538 +99 -2979.924044 +100 6358.031304 +101 102381.716633 +102 20311.369877 +103 30929.034758 +104 28542.637984 +105 22415.532752 +106 32405.324861 +107 35403.419008 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,IPTU,XGBoost,2.1731479167938232,"96 155654.812500 +97 155870.812500 +98 141074.984375 +99 155462.765625 +100 138941.890625 +101 159874.078125 +102 159338.062500 +103 147259.375000 +104 166165.531250 +105 180254.171875 +106 196726.796875 +107 136845.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ISS,XGBoost,2.297377347946167,"96 287410.71875 +97 291337.90625 +98 287794.62500 +99 291787.25000 +100 287794.62500 +101 287256.84375 +102 291651.81250 +103 287174.25000 +104 291651.81250 +105 291787.25000 +106 287794.62500 +107 291651.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ITBI,HWES,1.2258367538452148,"96 223669.968750 +97 226303.437500 +98 171014.906250 +99 128654.101562 +100 128638.898438 +101 128638.898438 +102 128654.101562 +103 128638.898438 +104 128638.898438 +105 128638.898438 +106 128638.898438 +107 128638.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,XGBoost,1.095290184020996,"96 1203868.000 +97 1206912.375 +98 1206625.125 +99 1167700.125 +100 1205284.750 +101 1212218.000 +102 1217031.000 +103 1222219.750 +104 1217711.250 +105 1196028.125 +106 1200684.500 +107 1206912.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,XGBoost,1.559262990951538,"96 225672.328125 +97 396737.031250 +98 396518.500000 +99 476573.375000 +100 397813.437500 +101 476573.375000 +102 304479.812500 +103 475885.718750 +104 476360.750000 +105 476573.375000 +106 476229.500000 +107 476573.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,IPTU,SARIMAX,1.1768598556518555,"96 1477241.125 +97 1444508.125 +98 1385148.625 +99 1324441.000 +100 1325346.500 +101 1298630.000 +102 1335804.125 +103 1321600.750 +104 1318405.625 +105 1318405.625 +106 1274171.250 +107 1318405.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ISS,SARIMAX,2.255786418914795,"96 1924668.625 +97 1770818.875 +98 1926123.750 +99 1807265.500 +100 1807265.500 +101 1804881.000 +102 1804881.000 +103 1926123.750 +104 1926123.750 +105 1926123.750 +106 1926123.750 +107 1926123.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ITBI,XGBoost,1.0531909465789795,"96 709887.00000 +97 645361.75000 +98 601419.62500 +99 467768.40625 +100 553370.50000 +101 649284.93750 +102 455273.62500 +103 452356.81250 +104 467416.18750 +105 519050.37500 +106 564253.43750 +107 476049.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,MLP,1.1574811935424805,"96 3.452712e+06 +97 3.502547e+06 +98 3.540396e+06 +99 3.553730e+06 +100 3.496378e+06 +101 3.650240e+06 +102 3.678675e+06 +103 3.858315e+06 +104 3.772947e+06 +105 3.712558e+06 +106 3.927725e+06 +107 3.870481e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,SARIMAX,1.009441614151001,"87 7.495413e+05 +88 7.032766e+05 +89 6.864464e+05 +90 6.307802e+05 +91 6.703285e+05 +92 2.373134e+06 +93 1.042387e+06 +94 9.432944e+05 +95 1.032136e+06 +96 1.032136e+06 +97 1.125159e+06 +98 2.038094e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,IPTU,XGBoost,1.0451908111572266,"88 514141.843750 +89 896561.812500 +90 435187.343750 +91 434228.187500 +92 589317.750000 +93 589403.875000 +94 293238.031250 +95 83657.914062 +96 83657.914062 +97 462177.406250 +98 561636.562500 +99 942523.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ISS,MLP,1.191715955734253,"92 6.580454e+06 +93 4.519217e+06 +94 5.799565e+06 +95 5.838966e+06 +96 4.102154e+06 +97 2.873584e+06 +98 3.338267e+06 +99 5.180197e+06 +100 3.104321e+06 +101 2.422794e+06 +102 3.907447e+06 +103 5.009374e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ITBI,MLP,1.1158394813537598,"92 246303.056815 +93 231398.268968 +94 260159.277255 +95 231224.596367 +96 268732.334645 +97 259602.459569 +98 269070.591291 +99 275634.495433 +100 279090.380766 +101 284268.523802 +102 289049.729428 +103 291880.283464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,Prophet,1.143305778503418,"92 1779720.250 +93 1784247.875 +94 1725236.000 +95 1922541.625 +96 1884219.000 +97 2145688.500 +98 1868876.250 +99 1907852.250 +100 1858736.000 +101 1850642.625 +102 1861816.250 +103 1917727.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,MLP,1.103590726852417,"92 153535.572389 +93 304362.560771 +94 191120.022105 +95 59353.863345 +96 82668.843831 +97 587197.969945 +98 310679.707694 +99 385723.355170 +100 439488.780147 +101 460433.496217 +102 551552.882232 +103 329971.862975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,IPTU,HWES,1.4271538257598877,"96 314230.93750 +97 292265.81250 +98 281978.56250 +99 293632.09375 +100 276146.06250 +101 791981.68750 +102 289194.09375 +103 279890.00000 +104 316778.40625 +105 289596.87500 +106 319136.56250 +107 730394.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ISS,SARIMAX,2.3458147048950195,"96 361047.84375 +97 350799.15625 +98 365047.93750 +99 362418.43750 +100 361241.53125 +101 361241.53125 +102 365838.40625 +103 365915.53125 +104 365851.87500 +105 365915.53125 +106 365838.40625 +107 365838.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ITBI,MLP,0.9814779758453369,"96 7.027288e+05 +97 8.317701e+05 +98 9.541645e+05 +99 7.652733e+05 +100 9.769755e+05 +101 9.657708e+05 +102 9.621354e+05 +103 1.021673e+06 +104 1.006255e+06 +105 9.790064e+05 +106 1.067462e+06 +107 1.020123e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,MLP,1.0733695030212402,"96 4.605334e+06 +97 4.538772e+06 +98 4.579422e+06 +99 4.696385e+06 +100 4.746590e+06 +101 4.776637e+06 +102 4.817137e+06 +103 4.857780e+06 +104 4.924890e+06 +105 4.964282e+06 +106 5.003426e+06 +107 4.978983e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,SARIMAX,1.982116460800171,"96 7.489417e+05 +97 6.037163e+05 +98 4.481756e+05 +99 4.481756e+05 +100 4.038534e+05 +101 1.894067e+06 +102 1.461259e+06 +103 1.135050e+06 +104 7.527307e+05 +105 7.527307e+05 +106 7.527307e+05 +107 1.764647e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,IPTU,AR,1.4069640636444092,"96 2923743.25 +97 3031883.00 +98 3029942.25 +99 3036303.75 +100 3045738.00 +101 3051716.75 +102 2975263.00 +103 2988061.75 +104 2988061.75 +105 2989122.25 +106 2990399.00 +107 2990399.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ISS,MLP,1.1928434371948242,"96 2.081299e+06 +97 2.008751e+06 +98 2.110372e+06 +99 2.021155e+06 +100 1.917878e+06 +101 1.863372e+06 +102 1.911498e+06 +103 1.946064e+06 +104 1.876620e+06 +105 1.913584e+06 +106 1.977149e+06 +107 2.018638e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ITBI,XGBoost,0.9988343715667725,"96 762406.0625 +97 783545.5625 +98 805750.5000 +99 784525.4375 +100 775638.2500 +101 742066.6875 +102 722958.0000 +103 721567.5625 +104 719125.6875 +105 706555.6875 +106 749563.6875 +107 640545.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,MLP,1.0733363628387451,"96 4.928495e+06 +97 4.836460e+06 +98 4.873651e+06 +99 5.014662e+06 +100 4.945588e+06 +101 5.108804e+06 +102 5.129654e+06 +103 5.169415e+06 +104 5.250227e+06 +105 5.294412e+06 +106 5.323564e+06 +107 5.354839e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,XGBoost,2.0579967498779297,"96 1.617540e+06 +97 1.414036e+06 +98 1.324762e+06 +99 1.235814e+06 +100 9.612907e+05 +101 4.519032e+06 +102 3.305416e+06 +103 1.602460e+06 +104 1.656984e+06 +105 1.771525e+06 +106 1.651212e+06 +107 4.517870e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,IPTU,MLP,2.434983491897583,"96 1.577530e+06 +97 4.301227e+06 +98 5.434754e+06 +99 5.753051e+06 +100 5.723624e+06 +101 6.071402e+06 +102 5.163358e+06 +103 6.567824e+06 +104 7.202654e+06 +105 7.474340e+06 +106 7.625030e+06 +107 7.782253e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ISS,MLP,1.6060783863067627,"96 8.104442e+06 +97 7.964339e+06 +98 8.208236e+06 +99 8.324755e+06 +100 8.270507e+06 +101 8.182828e+06 +102 8.325790e+06 +103 8.349797e+06 +104 8.449214e+06 +105 8.523082e+06 +106 8.590098e+06 +107 8.784653e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ITBI,MLP,1.592806100845337,"96 1.560301e+06 +97 1.606167e+06 +98 1.543976e+06 +99 1.557574e+06 +100 1.486667e+06 +101 1.671901e+06 +102 1.624873e+06 +103 1.591341e+06 +104 1.629560e+06 +105 1.653238e+06 +106 1.766135e+06 +107 1.726360e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,SARIMAX,1.107814073562622,"96 15247417.0 +97 14341916.0 +98 14346312.0 +99 13265107.0 +100 13320039.0 +101 14151696.0 +102 14151696.0 +103 14328667.0 +104 15247417.0 +105 14183859.0 +106 14190138.0 +107 13287796.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,MLP,1.2319707870483398,"96 7.028023e+05 +97 1.310448e+06 +98 1.157208e+06 +99 3.226907e+05 +100 5.692055e+05 +101 6.768526e+06 +102 1.369975e+06 +103 2.073593e+06 +104 2.463931e+06 +105 2.251873e+06 +106 2.869591e+06 +107 3.271136e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,HWES,2.262732982635498,"92 53564.707031 +93 51203.867188 +94 86411.835938 +95 88768.906250 +96 108994.046875 +97 108994.046875 +98 108994.046875 +99 109000.523438 +100 109000.523438 +101 109000.523438 +102 109000.523438 +103 108863.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,XGBoost,2.462207555770874,"96 24935.265625 +97 58434.058594 +98 58902.160156 +99 58773.210938 +100 29152.496094 +101 29118.361328 +102 29116.777344 +103 58713.023438 +104 58713.023438 +105 58713.023438 +106 59042.765625 +107 58711.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,SARIMAX,1.4942810535430908,"92 36636.566406 +93 20556.664062 +94 21049.625000 +95 20604.011719 +96 22326.609375 +97 19029.025391 +98 20824.509766 +99 61272.628906 +100 18995.966797 +101 22602.048828 +102 18963.242188 +103 19018.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,MLP,1.0821595191955566,"96 693194.661369 +97 704311.269064 +98 715846.037319 +99 722116.699797 +100 753434.718822 +101 717951.124831 +102 734757.097163 +103 739172.551310 +104 740884.625291 +105 742138.578853 +106 734590.853050 +107 753593.091543 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,MLP,1.086806297302246,"96 5782.315790 +97 48631.595769 +98 25184.448363 +99 32919.014007 +100 35435.828988 +101 131548.178849 +102 49350.420867 +103 65780.391875 +104 67204.803064 +105 74372.122503 +106 81465.425874 +107 66585.999311 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,IPTU,SARIMAX,1.8799123764038086,"87 111844.265625 +88 591093.562500 +89 81569.531250 +90 67018.507812 +91 64387.773438 +92 55769.703125 +93 182379.312500 +94 222422.687500 +95 175705.171875 +96 181290.546875 +97 61607.285156 +98 132010.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ISS,MLP,1.056208610534668,"96 172314.659522 +97 187250.070487 +98 176319.550700 +99 172219.541336 +100 180262.477861 +101 180404.493670 +102 188737.763941 +103 185510.283204 +104 174939.050391 +105 189523.164526 +106 189239.314498 +107 192900.906818 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ITBI,XGBoost,1.21559476852417,"96 127447.257812 +97 128367.320312 +98 128809.343750 +99 115904.531250 +100 117954.937500 +101 116732.046875 +102 116818.390625 +103 116708.773438 +104 115898.156250 +105 116024.046875 +106 116177.812500 +107 116577.648438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,MLP,0.967015266418457,"96 9.905406e+05 +97 9.250589e+05 +98 9.661899e+05 +99 9.878441e+05 +100 1.000677e+06 +101 9.921463e+05 +102 9.996098e+05 +103 1.022300e+06 +104 1.032871e+06 +105 1.040576e+06 +106 1.048600e+06 +107 1.045987e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,MLP,1.151078224182129,"93 150039.580794 +94 135614.954673 +95 141405.348939 +96 140213.766003 +97 240800.651203 +98 560176.594980 +99 225637.771880 +100 350250.944728 +101 357112.837232 +102 386582.216518 +103 451738.981572 +104 304206.937447 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,IPTU,MLP,1.291010856628418,"96 40698.000201 +97 23410.374103 +98 -71626.665153 +99 49738.946035 +100 94710.214676 +101 82739.461281 +102 40816.963124 +103 38826.280899 +104 3442.329214 +105 65909.847371 +106 70835.544452 +107 64573.724889 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ISS,Prophet,2.1677069664001465,"96 173497.031250 +97 198874.312500 +98 195134.796875 +99 190945.453125 +100 190437.062500 +101 211122.890625 +102 185920.046875 +103 185920.046875 +104 185920.046875 +105 210282.812500 +106 185920.046875 +107 186602.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ITBI,XGBoost,2.410706043243408,"96 99986.859375 +97 113732.781250 +98 87360.625000 +99 84130.140625 +100 99735.132812 +101 86312.679688 +102 102685.351562 +103 66787.382812 +104 98237.828125 +105 114706.062500 +106 98364.984375 +107 107566.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,MLP,1.2834935188293457,"96 1.884337e+06 +97 1.869456e+06 +98 1.897296e+06 +99 1.941953e+06 +100 1.982675e+06 +101 1.973127e+06 +102 1.996709e+06 +103 2.017022e+06 +104 2.038296e+06 +105 2.050287e+06 +106 2.057281e+06 +107 2.059774e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,MLP,1.2408673763275146,"96 -5729.090533 +97 97994.223880 +98 44654.000768 +99 -37971.193677 +100 12615.422504 +101 530688.541417 +102 44159.257138 +103 133363.511011 +104 119240.889592 +105 80816.805273 +106 138006.937390 +107 272329.132593 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,1.2735595703125,"84 1410.488037 +85 803.918701 +86 1142.777100 +87 -56.908474 +88 6263.928223 +89 2058.592773 +90 1650.666382 +91 3680.395264 +92 1918.566040 +93 2677.905029 +94 3869.316406 +95 3177.276367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ISS,Prophet,3.2856740951538086,"96 47607.328125 +97 47613.371094 +98 45096.449219 +99 47860.507812 +100 45096.449219 +101 48708.890625 +102 45096.449219 +103 45096.449219 +104 45096.449219 +105 45096.449219 +106 45096.449219 +107 45096.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ITBI,XGBoost,2.326833486557007,"92 16893.933594 +93 16919.123047 +94 16948.800781 +95 16948.800781 +96 16915.187500 +97 16901.203125 +98 17264.718750 +99 17242.634766 +100 17238.638672 +101 17238.638672 +102 17242.634766 +103 17242.634766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,XGBoost,1.1078648567199707,"96 741672.1250 +97 720937.6250 +98 719144.1250 +99 689343.7500 +100 614810.5625 +101 710983.6875 +102 718102.4375 +103 689343.7500 +104 742450.1250 +105 710856.3125 +106 710884.0625 +107 733595.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,AR,1.1101009845733643,"96 30195.082031 +97 30523.064453 +98 31460.824219 +99 31460.824219 +100 31460.824219 +101 176322.875000 +102 40014.125000 +103 37312.644531 +104 37312.644531 +105 42025.078125 +106 42025.078125 +107 137742.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,IPTU,AR,1.303529977798462,"71 24284.285156 +72 47992.246094 +73 7662.450684 +74 39387.265625 +75 10597.891602 +76 46153.929688 +77 38133.265625 +78 13237.729492 +79 5156.677246 +80 3292.812744 +81 5156.677246 +82 3919.416260 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ISS,XGBoost,1.1335294246673584,"80 259445.265625 +81 258593.781250 +82 258593.781250 +83 259437.390625 +84 259437.390625 +85 349550.875000 +86 259437.390625 +87 259354.187500 +88 259437.390625 +89 259437.390625 +90 259437.390625 +91 349844.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ITBI,XGBoost,0.9782934188842773,"80 142620.937500 +81 144262.437500 +82 147982.171875 +83 144308.187500 +84 142974.015625 +85 159505.046875 +86 142961.265625 +87 159458.250000 +88 142974.015625 +89 144308.187500 +90 144308.187500 +91 144308.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,XGBoost,2.1203651428222656,"80 1.117534e+06 +81 1.074551e+06 +82 1.107573e+06 +83 1.111248e+06 +84 1.121077e+06 +85 1.118576e+06 +86 1.069779e+06 +87 1.047728e+06 +88 1.046770e+06 +89 1.043698e+06 +90 1.042207e+06 +91 1.052242e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,MLP,2.752622604370117,"80 155414.856631 +81 272791.159311 +82 227782.257449 +83 146374.903368 +84 280055.665096 +85 692029.497502 +86 396788.570702 +87 481727.057603 +88 540568.695505 +89 575564.677288 +90 698854.230540 +91 514483.469442 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,IPTU,Prophet,1.9196052551269531,"90 32907.363281 +91 182349.937500 +92 117848.101562 +93 35346.281250 +94 35346.281250 +95 36493.105469 +96 25724.908203 +97 139502.703125 +98 139502.703125 +99 23847.648438 +100 23847.648438 +101 25724.908203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ISS,MLP,1.1032967567443848,"96 -9.338243e+05 +97 -1.142763e+06 +98 -1.418627e+06 +99 -1.780288e+06 +100 -1.045225e+06 +101 -1.290954e+06 +102 1.536082e+06 +103 2.615687e+06 +104 4.143953e+06 +105 6.276307e+06 +106 5.551563e+06 +107 7.549918e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ITBI,MLP,1.9999735355377197,"96 35845.543678 +97 36319.835784 +98 37072.052876 +99 35981.686778 +100 38963.941205 +101 41755.956333 +102 40218.006559 +103 42480.674497 +104 43178.503759 +105 45577.633602 +106 47104.386724 +107 48303.094127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,XGBoost,1.091313362121582,"96 2693026.00 +97 2759874.25 +98 2688292.00 +99 2362134.50 +100 2361149.25 +101 2547103.75 +102 2770547.25 +103 2544180.50 +104 2770547.25 +105 2405166.25 +106 2405166.25 +107 2740976.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,XGBoost,1.161027431488037,"96 84478.875000 +97 84478.875000 +98 84478.875000 +99 59411.351562 +100 58570.742188 +101 255077.140625 +102 151128.796875 +103 151128.796875 +104 149841.734375 +105 107870.554688 +106 110236.000000 +107 254566.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,IPTU,HWES,1.2923014163970947,"96 119964.125000 +97 69803.414062 +98 69648.796875 +99 14321.756836 +100 16394.169922 +101 32052.761719 +102 734703.937500 +103 735017.750000 +104 735706.937500 +105 53273.058594 +106 50897.472656 +107 50434.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ISS,SARIMAX,1.9527480602264404,"96 115790.546875 +97 114109.132812 +98 113612.515625 +99 124614.148438 +100 114125.492188 +101 124868.656250 +102 124809.992188 +103 124868.656250 +104 124809.992188 +105 124809.992188 +106 124868.656250 +107 124809.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ITBI,XGBoost,1.0080962181091309,"96 112478.296875 +97 113738.023438 +98 128402.640625 +99 128941.148438 +100 113702.250000 +101 128833.554688 +102 128804.679688 +103 113937.218750 +104 114189.335938 +105 114253.664062 +106 113901.445312 +107 114253.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,MLP,1.012960433959961,"96 738670.167502 +97 722449.801955 +98 733798.421752 +99 759942.210320 +100 772203.366020 +101 769757.351693 +102 781938.322878 +103 794175.445880 +104 809422.290701 +105 816834.205900 +106 825015.749229 +107 822779.960556 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,SARIMAX,1.1777982711791992,"96 107444.203125 +97 97298.679688 +98 97298.679688 +99 98345.921875 +100 97987.562500 +101 475041.437500 +102 154149.546875 +103 144132.093750 +104 144132.093750 +105 144132.093750 +106 144132.093750 +107 442477.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,XGBoost,1.1804413795471191,"77 14562.089844 +78 123752.109375 +79 167311.000000 +80 39328.941406 +81 39604.675781 +82 39328.941406 +83 39224.871094 +84 125073.726562 +85 167199.296875 +86 39623.566406 +87 39623.566406 +88 39623.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,XGBoost,0.9981882572174072,"96 27156.283203 +97 27315.201172 +98 19117.107422 +99 19123.490234 +100 19187.744141 +101 19195.056641 +102 17671.785156 +103 19284.785156 +104 20743.376953 +105 20047.505859 +106 19521.398438 +107 19202.402344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,XGBoost,1.2370924949645996,"96 40405.812500 +97 50510.687500 +98 49921.246094 +99 26813.955078 +100 33291.183594 +101 51007.562500 +102 50677.394531 +103 29696.787109 +104 51057.007812 +105 38777.875000 +106 50900.601562 +107 29696.787109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,MLP,1.1289818286895752,"96 425304.640190 +97 420060.890491 +98 426130.595063 +99 437718.874454 +100 444987.076707 +101 444562.149651 +102 449857.090322 +103 454730.582682 +104 460545.014470 +105 463486.722736 +106 466033.015533 +107 465292.101896 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,MLP,2.0360875129699707,"96 -30624.790193 +97 6168.151493 +98 -29119.272160 +99 -69084.675830 +100 -51990.777060 +101 100326.628798 +102 -61025.566932 +103 -40583.800491 +104 -70579.709591 +105 -106862.300442 +106 -100901.528194 +107 -73436.356094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,IPTU,AR,1.9042162895202637,"96 2623948.250 +97 1878218.250 +98 1869894.625 +99 1750362.375 +100 1676655.250 +101 1754957.625 +102 1878218.250 +103 1951271.375 +104 1951271.375 +105 1668331.500 +106 1764143.000 +107 1685840.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ISS,SARIMAX,2.086217164993286,"96 1.083313e+06 +97 1.072650e+06 +98 1.066974e+06 +99 1.015647e+06 +100 1.028415e+06 +101 1.028415e+06 +102 1.011447e+06 +103 1.028415e+06 +104 1.064594e+06 +105 1.064594e+06 +106 1.035598e+06 +107 1.071679e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ITBI,MLP,1.0411839485168457,"96 1.494989e+06 +97 1.493957e+06 +98 1.451731e+06 +99 1.504137e+06 +100 1.495956e+06 +101 1.504556e+06 +102 1.507095e+06 +103 1.509720e+06 +104 1.521264e+06 +105 1.521463e+06 +106 1.528063e+06 +107 1.531723e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,MLP,1.1828608512878418,"96 1.571899e+06 +97 1.534164e+06 +98 1.613332e+06 +99 1.703383e+06 +100 1.786120e+06 +101 1.647837e+06 +102 1.676750e+06 +103 1.716064e+06 +104 1.701181e+06 +105 1.671109e+06 +106 1.610126e+06 +107 1.685207e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,XGBoost,2.5797388553619385,"92 1248194.125 +93 1266302.500 +94 1219136.250 +95 1352784.250 +96 1342403.875 +97 603537.375 +98 1157596.125 +99 1168074.375 +100 1197650.125 +101 1197047.250 +102 1202197.250 +103 1333071.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,2.7172911167144775,"96 50282.316406 +97 33613.300781 +98 30627.898438 +99 24916.236328 +100 24234.158203 +101 27510.007812 +102 28430.085938 +103 27636.066406 +104 28928.906250 +105 28651.427734 +106 28651.427734 +107 26100.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,MLP,1.3436150550842285,"96 132342.756997 +97 128134.168881 +98 131763.927331 +99 124454.188494 +100 130036.459230 +101 131584.177952 +102 130639.602925 +103 134115.129549 +104 132631.548868 +105 136859.179709 +106 134880.568507 +107 135792.883295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,XGBoost,1.0418424606323242,"96 44508.027344 +97 56582.000000 +98 96655.406250 +99 40897.785156 +100 55707.808594 +101 40897.785156 +102 97524.234375 +103 128233.187500 +104 99420.156250 +105 75216.960938 +106 99567.164062 +107 46550.980469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,MLP,1.0773272514343262,"96 1.312813e+06 +97 1.289507e+06 +98 1.305278e+06 +99 1.336220e+06 +100 1.362122e+06 +101 1.332938e+06 +102 1.352160e+06 +103 1.366927e+06 +104 1.382523e+06 +105 1.389948e+06 +106 1.393859e+06 +107 1.399140e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,1.2741303443908691,"96 1.607063e+05 +97 2.995494e+05 +98 3.669967e+05 +99 3.918088e+05 +100 5.533197e+05 +101 1.429675e+06 +102 8.238119e+05 +103 1.081216e+06 +104 1.318062e+06 +105 1.581866e+06 +106 1.982928e+06 +107 2.404559e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,IPTU,SARIMAX,1.2149906158447266,"95 1734.232300 +96 3758.790527 +97 1666.752441 +98 1544.180176 +99 1769.748047 +100 8494.517578 +101 2341.080322 +102 1838.717407 +103 2217.075684 +104 1944.464233 +105 2367.027100 +106 7168.694824 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ISS,Prophet,1.7910099029541016,"96 17658.570312 +97 22912.841797 +98 13277.484375 +99 15139.516602 +100 13108.692383 +101 15087.351562 +102 15471.750977 +103 15087.351562 +104 16135.927734 +105 15451.962891 +106 15753.406250 +107 15453.467773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ITBI,XGBoost,1.7605056762695312,"92 6405.479980 +93 6416.691406 +94 6144.275391 +95 6416.691406 +96 6749.910645 +97 6130.931641 +98 2509.004395 +99 4031.759521 +100 6532.805176 +101 4728.296875 +102 3561.351074 +103 17512.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,XGBoost,1.1314256191253662,"96 351481.28125 +97 371722.34375 +98 362439.90625 +99 368330.50000 +100 342421.62500 +101 360560.31250 +102 348601.37500 +103 357166.06250 +104 360443.43750 +105 360443.43750 +106 340949.37500 +107 352417.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,MLP,1.1503994464874268,"96 -6888.203793 +97 19755.822410 +98 18279.696766 +99 -2798.072589 +100 20250.517621 +101 120222.197644 +102 20891.198845 +103 40459.765731 +104 46522.465092 +105 42918.028053 +106 67176.107425 +107 77832.213325 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,IPTU,SARIMAX,0.9852454662322998,"80 25066.927734 +81 33038.250000 +82 32350.667969 +83 30844.449219 +84 29772.693359 +85 20020.511719 +86 34379.628906 +87 34325.957031 +88 40706.871094 +89 40706.871094 +90 40648.640625 +91 31983.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ISS,XGBoost,1.7511701583862305,"96 41612.179688 +97 40031.039062 +98 40348.476562 +99 40348.476562 +100 40348.476562 +101 40348.476562 +102 40348.476562 +103 40348.476562 +104 40348.476562 +105 40348.476562 +106 40348.476562 +107 40348.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ITBI,XGBoost,1.116934061050415,"93 12532.850586 +94 10663.884766 +95 12368.743164 +96 10497.665039 +97 8933.083008 +98 7736.261719 +99 6352.124023 +100 6158.583984 +101 4538.259277 +102 14501.645508 +103 5960.544922 +104 6257.282715 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,MLP,0.9483644962310791,"96 445017.398157 +97 436754.994326 +98 442634.887641 +99 455516.510445 +100 462075.768292 +101 457551.857726 +102 463953.713730 +103 469273.453190 +104 475912.489772 +105 479045.800819 +106 482385.101173 +107 481537.695179 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,MLP,1.043393611907959,"84 -11083.913776 +85 -15194.029176 +86 -561.184134 +87 -8433.221814 +88 -24066.295010 +89 -21505.207140 +90 -73718.949796 +91 -95614.648365 +92 -125755.410418 +93 -174905.097180 +94 -241187.066265 +95 -383103.956352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,IPTU,AR,2.076974391937256,"96 504807.843750 +97 113371.250000 +98 506048.843750 +99 147956.125000 +100 503673.031250 +101 111841.960938 +102 511863.968750 +103 116123.320312 +104 511863.968750 +105 118163.203125 +106 511863.968750 +107 118222.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ISS,MLP,2.063889265060425,"96 7.229980e+05 +97 6.164555e+05 +98 -1.843219e+05 +99 4.144957e+05 +100 4.054908e+05 +101 2.512923e+05 +102 1.423696e+05 +103 1.989333e+05 +104 1.503865e+06 +105 6.882084e+05 +106 7.696351e+05 +107 1.010999e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ITBI,HWES,2.053661346435547,"96 221831.125000 +97 195087.218750 +98 192130.796875 +99 294493.375000 +100 341849.187500 +101 318109.750000 +102 243247.937500 +103 318109.750000 +104 307853.937500 +105 319136.468750 +106 319136.468750 +107 319136.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,MLP,1.6080803871154785,"96 1.841837e+06 +97 1.840450e+06 +98 1.878372e+06 +99 1.922406e+06 +100 1.983835e+06 +101 1.955833e+06 +102 1.987593e+06 +103 2.012620e+06 +104 2.030601e+06 +105 2.041313e+06 +106 2.040691e+06 +107 2.056444e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,SARIMAX,1.4633312225341797,"96 4.973667e+05 +97 4.382390e+05 +98 4.395195e+05 +99 4.428758e+05 +100 4.325723e+05 +101 1.502100e+06 +102 4.778401e+05 +103 5.306329e+05 +104 5.476161e+05 +105 5.476161e+05 +106 5.267484e+05 +107 1.032214e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,IPTU,XGBoost,1.1408557891845703,"96 131814.765625 +97 76111.312500 +98 52521.281250 +99 55840.867188 +100 40390.542969 +101 56732.781250 +102 278199.500000 +103 58265.585938 +104 52397.648438 +105 51348.699219 +106 54290.750000 +107 52038.113281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ISS,SARIMAX,1.254199743270874,"96 78693.671875 +97 83222.914062 +98 81281.695312 +99 81508.273438 +100 81293.562500 +101 81343.796875 +102 78784.148438 +103 73827.304688 +104 79424.093750 +105 78528.203125 +106 82804.828125 +107 73646.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ITBI,XGBoost,1.0311667919158936,"96 21579.216797 +97 19651.458984 +98 18488.488281 +99 22745.486328 +100 14276.708008 +101 17317.140625 +102 22347.794922 +103 16535.687500 +104 25223.675781 +105 20157.185547 +106 22757.535156 +107 20781.580078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,MLP,1.0708096027374268,"96 878970.785672 +97 868847.315266 +98 879716.122154 +99 896794.602246 +100 912906.112595 +101 898715.712979 +102 910880.921820 +103 919198.846146 +104 927016.965654 +105 931066.865614 +106 933075.228309 +107 936647.628682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,MLP,1.4566662311553955,"96 2318.413513 +97 57925.453650 +98 61741.452045 +99 51472.790950 +100 82812.529486 +101 357700.666210 +102 107318.949648 +103 159019.543313 +104 188630.850970 +105 209783.584178 +106 264033.797129 +107 289176.935278 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,IPTU,HWES,1.2775509357452393,"93 324950.78125 +94 315626.50000 +95 318022.34375 +96 324890.21875 +97 328846.90625 +98 319508.18750 +99 318512.71875 +100 318512.71875 +101 318512.71875 +102 323192.00000 +103 324635.37500 +104 321357.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ISS,SARIMAX,1.0562362670898438,"96 490033.71875 +97 476370.53125 +98 473984.62500 +99 490033.71875 +100 473984.62500 +101 473984.62500 +102 480042.50000 +103 480042.50000 +104 490033.71875 +105 480042.50000 +106 490033.71875 +107 490033.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ITBI,HWES,1.7045536041259766,"96 264740.12500 +97 274991.96875 +98 325146.93750 +99 293020.03125 +100 286007.31250 +101 325146.93750 +102 343989.40625 +103 323923.09375 +104 322972.03125 +105 436444.31250 +106 276745.03125 +107 351538.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,MLP,0.9750685691833496,"96 2.457688e+06 +97 2.409420e+06 +98 2.415529e+06 +99 2.484955e+06 +100 2.488828e+06 +101 2.542957e+06 +102 2.556457e+06 +103 2.576089e+06 +104 2.625760e+06 +105 2.661245e+06 +106 2.702035e+06 +107 2.682837e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,SARIMAX,1.5051865577697754,"96 420076.281250 +97 310327.375000 +98 267155.968750 +99 256984.609375 +100 248018.718750 +101 943537.687500 +102 925463.062500 +103 655442.562500 +104 504285.281250 +105 504285.281250 +106 504285.281250 +107 943537.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,IPTU,SARIMAX,1.2481484413146973,"83 166035.593750 +84 30990.445312 +85 32239.800781 +86 33986.179688 +87 33493.503906 +88 21535.640625 +89 119742.296875 +90 34399.492188 +91 34399.492188 +92 34399.492188 +93 31622.507812 +94 33618.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ISS,SARIMAX,1.719571590423584,"96 89158.992188 +97 88633.968750 +98 93964.296875 +99 93838.492188 +100 93968.992188 +101 93968.992188 +102 93964.296875 +103 93964.296875 +104 93968.992188 +105 93968.992188 +106 93968.992188 +107 93968.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ITBI,MLP,2.0371522903442383,"96 30756.774824 +97 38170.007431 +98 32799.203383 +99 35237.608497 +100 34938.509638 +101 33221.792018 +102 35082.088187 +103 34022.122691 +104 34189.015432 +105 34029.896219 +106 33321.574214 +107 33468.865477 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,XGBoost,1.175785779953003,"96 1.116483e+06 +97 1.116110e+06 +98 1.021483e+06 +99 1.025778e+06 +100 9.909896e+05 +101 1.030801e+06 +102 1.030801e+06 +103 1.036934e+06 +104 1.113301e+06 +105 1.025162e+06 +106 1.025778e+06 +107 1.029590e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,XGBoost,2.177293300628662,"96 92253.210938 +97 91276.312500 +98 79506.617188 +99 81372.625000 +100 73988.710938 +101 455944.593750 +102 82060.375000 +103 82060.375000 +104 70058.289062 +105 70058.289062 +106 108146.078125 +107 347961.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,IPTU,HWES,2.6787617206573486,"93 42868.562500 +94 42868.562500 +95 44838.351562 +96 55333.144531 +97 43283.472656 +98 44791.406250 +99 44568.300781 +100 44560.425781 +101 141524.046875 +102 114899.328125 +103 111629.953125 +104 123059.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ISS,MLP,1.2498998641967773,"96 175282.698547 +97 200134.106086 +98 199674.610114 +99 146351.439471 +100 -28183.614544 +101 71875.736100 +102 56207.126135 +103 -11593.549291 +104 -61669.066385 +105 -42727.506481 +106 181532.023529 +107 65908.161394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ITBI,XGBoost,1.164851188659668,"96 63355.937500 +97 64066.476562 +98 67647.460938 +99 68421.453125 +100 60971.089844 +101 64551.042969 +102 63980.183594 +103 63980.183594 +104 65357.414062 +105 65357.414062 +106 50542.074219 +107 50528.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,MLP,1.2858526706695557,"96 1.180680e+06 +97 1.169001e+06 +98 1.190203e+06 +99 1.220349e+06 +100 1.254964e+06 +101 1.236967e+06 +102 1.258437e+06 +103 1.276585e+06 +104 1.292418e+06 +105 1.301681e+06 +106 1.304777e+06 +107 1.313992e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,MLP,1.221792221069336,"96 -3505.531512 +97 94516.478374 +98 89186.409177 +99 47520.039335 +100 89355.193621 +101 504863.754191 +102 120156.751358 +103 199879.659194 +104 213239.024542 +105 205417.462685 +106 251521.094174 +107 313430.145098 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,IPTU,XGBoost,1.4631733894348145,"80 1269.210693 +81 1279.682617 +82 951.890808 +83 851.351624 +84 890.977722 +85 956.416199 +86 721.142273 +87 236.712326 +88 229.174759 +89 294.427856 +90 229.174759 +91 313.175049 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ISS,SARIMAX,1.216224193572998,"96 27641.693359 +97 29581.572266 +98 26877.449219 +99 26907.503906 +100 27693.890625 +101 25283.240234 +102 31304.132812 +103 26907.503906 +104 31304.132812 +105 31304.132812 +106 29516.691406 +107 31304.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ITBI,XGBoost,1.4730310440063477,"93 5495.619141 +94 6420.421875 +95 12995.769531 +96 5794.458496 +97 7182.993164 +98 7231.260254 +99 6551.760742 +100 3554.908447 +101 8098.900879 +102 6561.931152 +103 3772.261963 +104 4169.666992 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,MLP,1.0570347309112549,"96 532096.408716 +97 531321.482858 +98 541647.073927 +99 551255.200081 +100 570002.159330 +101 544838.411957 +102 557217.724710 +103 562956.215817 +104 565192.292374 +105 566421.198798 +106 563397.245181 +107 573507.936303 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,SARIMAX,1.468484878540039,"95 12921.773438 +96 9970.398438 +97 10142.965820 +98 10243.888672 +99 8881.806641 +100 124389.562500 +101 17858.351562 +102 17708.257812 +103 18583.363281 +104 17053.365234 +105 16544.943359 +106 134274.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,SARIMAX,3.3425097465515137,"86 2237.914551 +87 3041.768311 +88 1560.293579 +89 1560.293579 +90 3370.991211 +91 2490.586914 +92 2079.454102 +93 3705.744629 +94 1726.626953 +95 1726.626953 +96 1787.381104 +97 1710.401733 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ISS,MLP,1.9707410335540771,"96 16948.815578 +97 18439.028692 +98 19158.300228 +99 18333.496166 +100 20143.659352 +101 18114.566190 +102 19200.171463 +103 19194.233366 +104 18881.033794 +105 18711.307050 +106 18492.478011 +107 18220.762792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,XGBoost,1.3493671417236328,"92 23371.730469 +93 18322.564453 +94 9747.802734 +95 12549.322266 +96 9652.758789 +97 5036.452148 +98 3400.075684 +99 13200.498047 +100 8267.804688 +101 8127.849121 +102 8766.293945 +103 5667.949707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,MLP,1.4260175228118896,"96 549741.213824 +97 536251.320306 +98 551806.632793 +99 563326.152999 +100 585500.013934 +101 535285.832045 +102 563033.659565 +103 575839.313761 +104 575677.962781 +105 573932.747529 +106 562481.500357 +107 590336.753602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.0451817512512207,"95 15089.459961 +96 7528.446777 +97 7854.420410 +98 6650.538574 +99 4444.878418 +100 59223.054688 +101 7612.916504 +102 11205.916992 +103 28433.636719 +104 6864.956543 +105 29611.394531 +106 42430.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,IPTU,SARIMAX,1.4833159446716309,"88 53090.718750 +89 53962.679688 +90 10210.257812 +91 13495.139648 +92 12670.057617 +93 16447.572266 +94 53228.062500 +95 53228.062500 +96 16447.572266 +97 14811.685547 +98 14206.841797 +99 14092.817383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ISS,MLP,2.30425763130188,"96 15137.069339 +97 14532.361065 +98 15146.118382 +99 15226.586316 +100 10271.496627 +101 7833.596929 +102 10597.800980 +103 9687.472753 +104 9061.525760 +105 8595.636187 +106 7558.185617 +107 7706.665158 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ITBI,XGBoost,1.0049290657043457,"96 35916.566406 +97 37583.195312 +98 39027.371094 +99 5581.743652 +100 7778.575684 +101 28936.673828 +102 10930.654297 +103 10815.577148 +104 38519.855469 +105 30108.796875 +106 9285.558594 +107 9531.849609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,MLP,1.2359442710876465,"96 748672.839283 +97 749751.305916 +98 768915.343525 +99 784902.587985 +100 813616.269184 +101 791337.135088 +102 805321.041312 +103 814227.897956 +104 816514.319431 +105 817225.836186 +106 811592.228759 +107 821947.036008 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,MLP,2.169529914855957,"95 -11967.116313 +96 13615.679889 +97 12864.992083 +98 -103.728093 +99 10529.468166 +100 88563.251154 +101 11233.236665 +102 31308.109647 +103 34205.634485 +104 30868.133840 +105 41008.017028 +106 42669.454265 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,IPTU,AR,2.475463628768921,"89 60630.851562 +90 13487.920898 +91 20288.673828 +92 4908.334473 +93 6780.617676 +94 88738.570312 +95 28366.429688 +96 35856.718750 +97 31492.542969 +98 126556.195312 +99 179508.390625 +100 55155.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ISS,SARIMAX,2.5062289237976074,"96 54501.128906 +97 54501.128906 +98 71137.078125 +99 70859.664062 +100 71453.257812 +101 70962.195312 +102 71453.257812 +103 71453.257812 +104 71015.539062 +105 71244.546875 +106 71453.257812 +107 71453.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ITBI,XGBoost,1.8228702545166016,"94 6262.703613 +95 10278.076172 +96 10358.813477 +97 8083.888184 +98 11455.745117 +99 9478.898438 +100 5308.369629 +101 9886.876953 +102 8330.757812 +103 4855.268555 +104 7975.016602 +105 5369.248535 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,MLP,1.148770809173584,"96 362386.678014 +97 339492.503711 +98 329387.251331 +99 332608.825934 +100 321542.836663 +101 341707.100849 +102 336646.002409 +103 334937.294515 +104 342569.390028 +105 347690.865483 +106 361026.809271 +107 364013.203274 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,MLP,1.3274664878845215,"96 32901.561486 +97 78897.128186 +98 95647.821710 +99 120387.817830 +100 166923.043122 +101 241747.904333 +102 236874.478557 +103 307086.920077 +104 389672.011163 +105 494792.561416 +106 627124.232389 +107 691496.784857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,IPTU,SARIMAX,0.9987027645111084,"92 188298.546875 +93 22696.927734 +94 13688.533203 +95 18641.927734 +96 20195.082031 +97 23757.255859 +98 188477.140625 +99 26594.212891 +100 20484.476562 +101 25528.240234 +102 23700.382812 +103 23654.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ISS,XGBoost,1.1866018772125244,"96 166983.921875 +97 166142.234375 +98 164981.796875 +99 162294.937500 +100 126649.406250 +101 139007.671875 +102 158889.765625 +103 166983.921875 +104 166142.234375 +105 166983.921875 +106 164981.796875 +107 135531.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ITBI,XGBoost,1.1432759761810303,"90 30450.630859 +91 21611.869141 +92 32493.878906 +93 15994.795898 +94 31977.279297 +95 32866.085938 +96 21674.302734 +97 19671.947266 +98 19088.789062 +99 23674.019531 +100 15426.776367 +101 18423.646484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,MLP,1.0934090614318848,"90 648310.944940 +91 676580.285310 +92 689435.841479 +93 698112.379392 +94 656869.158575 +95 683359.163781 +96 727607.635572 +97 717273.859271 +98 716231.886614 +99 728403.720443 +100 728139.929943 +101 754583.250523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,AR,1.248267412185669,"90 208144.078125 +91 69972.656250 +92 108898.609375 +93 212750.046875 +94 166966.515625 +95 40079.460938 +96 229887.062500 +97 60027.898438 +98 202941.656250 +99 229887.062500 +100 225041.125000 +101 41248.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,AR,1.310175895690918,"73 33376.539062 +74 77149.953125 +75 20262.570312 +76 20267.312500 +77 20178.490234 +78 12011.363281 +79 20191.925781 +80 20145.021484 +81 20153.945312 +82 20129.220703 +83 20129.220703 +84 18957.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,XGBoost,1.680128574371338,"96 16688.271484 +97 16656.292969 +98 18041.500000 +99 18251.658203 +100 26656.142578 +101 17977.087891 +102 32501.890625 +103 23071.472656 +104 22999.683594 +105 66354.179688 +106 68701.179688 +107 42320.824219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,XGBoost,3.520969867706299,"94 11109.302734 +95 10158.377930 +96 9334.605469 +97 15471.568359 +98 13606.168945 +99 14298.475586 +100 15227.593750 +101 10638.147461 +102 9036.140625 +103 12206.441406 +104 16789.773438 +105 12206.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,XGBoost,1.2027153968811035,"96 583012.31250 +97 590159.68750 +98 536661.75000 +99 535735.68750 +100 533720.31250 +101 551659.31250 +102 598848.25000 +103 599633.25000 +104 537798.31250 +105 515965.28125 +106 530304.12500 +107 590159.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,XGBoost,1.065277338027954,"89 67381.320312 +90 75472.187500 +91 75523.750000 +92 75499.656250 +93 75499.656250 +94 75613.640625 +95 75492.460938 +96 75510.843750 +97 75537.851562 +98 75537.851562 +99 75565.046875 +100 75494.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,IPTU,SARIMAX,1.1417555809020996,"95 11804.634766 +96 2634.695801 +97 2779.557373 +98 3176.988770 +99 9433.609375 +100 -187.943939 +101 19426.843750 +102 8890.958984 +103 3017.755127 +104 2610.367188 +105 1673.718262 +106 1988.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ISS,SARIMAX,2.261977434158325,"96 170794.390625 +97 163816.593750 +98 162258.656250 +99 162258.656250 +100 160901.343750 +101 162258.656250 +102 162258.656250 +103 163816.593750 +104 163816.593750 +105 162258.656250 +106 170725.812500 +107 163816.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ITBI,SES,1.4439833164215088,"94 170028.296875 +95 78485.140625 +96 59686.757812 +97 63582.640625 +98 38378.984375 +99 40168.480469 +100 48022.964844 +101 78485.140625 +102 75092.273438 +103 55073.589844 +104 58404.871094 +105 58404.871094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,MLP,0.9906308650970459,"96 1.103552e+06 +97 1.088232e+06 +98 1.114580e+06 +99 1.146009e+06 +100 1.182487e+06 +101 1.142117e+06 +102 1.169444e+06 +103 1.188276e+06 +104 1.198254e+06 +105 1.200857e+06 +106 1.195325e+06 +107 1.209862e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,XGBoost,1.226261854171753,"96 50188.464844 +97 45803.019531 +98 43999.914062 +99 39448.769531 +100 34866.289062 +101 266161.062500 +102 96034.859375 +103 94761.007812 +104 94761.007812 +105 93130.976562 +106 83350.414062 +107 255603.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,IPTU,SARIMAX,1.2400012016296387,"89 28992.488281 +90 30257.849609 +91 14710.457031 +92 27665.900391 +93 25987.246094 +94 29897.830078 +95 31338.425781 +96 30945.029297 +97 29619.369141 +98 24661.466797 +99 27966.388672 +100 30727.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ISS,SARIMAX,1.057920217514038,"96 39588.644531 +97 70813.789062 +98 64718.187500 +99 71951.078125 +100 74733.875000 +101 74071.726562 +102 59340.839844 +103 71796.851562 +104 69296.789062 +105 71796.851562 +106 71796.851562 +107 71796.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ITBI,XGBoost,0.9371733665466309,"96 20733.355469 +97 27423.984375 +98 27423.984375 +99 26666.343750 +100 27924.060547 +101 13116.620117 +102 12347.844727 +103 15318.904297 +104 16436.910156 +105 16498.578125 +106 16498.578125 +107 23543.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,MLP,1.835364818572998,"96 854093.637499 +97 844803.024729 +98 856461.641300 +99 877956.780944 +100 893995.896800 +101 890876.816711 +102 901335.537659 +103 910470.175414 +104 921216.163160 +105 927110.777207 +106 931494.906479 +107 930884.995757 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,SARIMAX,3.651693820953369,"96 103107.906250 +97 85468.757812 +98 85887.960938 +99 87111.304688 +100 85887.960938 +101 597922.875000 +102 171540.421875 +103 179325.375000 +104 176052.968750 +105 173055.406250 +106 208946.328125 +107 578172.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,IPTU,SARIMAX,1.4291391372680664,"90 5482.184082 +91 6768.589355 +92 5761.111816 +93 9591.159180 +94 10102.659180 +95 7896.124023 +96 9230.939453 +97 8069.031250 +98 31914.468750 +99 24720.542969 +100 24715.072266 +101 24708.361328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ISS,AR,1.109248161315918,"96 12527.796875 +97 12178.522461 +98 12341.673828 +99 11662.120117 +100 12408.456055 +101 12380.827148 +102 24130.177734 +103 12327.633789 +104 11979.473633 +105 10954.062500 +106 11651.882812 +107 23640.173828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ITBI,XGBoost,1.5366499423980713,"70 88.447723 +71 1401.638184 +72 5323.731934 +73 2627.601807 +74 2937.743408 +75 2124.399902 +76 2903.476074 +77 5895.544922 +78 2810.459473 +79 2922.843262 +80 2872.319580 +81 2634.762939 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,MLP,1.2788913249969482,"96 320922.730593 +97 315640.384105 +98 321023.115671 +99 328706.848195 +100 336475.139897 +101 325489.971532 +102 331965.773667 +103 336060.256923 +104 338952.288989 +105 339940.728066 +106 339543.319232 +107 342537.634689 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,MLP,1.3582370281219482,"95 -2460.554014 +96 17324.214723 +97 12583.190743 +98 923.716525 +99 -2548.087668 +100 57681.339870 +101 8305.844796 +102 17638.113317 +103 19283.871467 +104 16033.985130 +105 18487.198740 +106 19180.083955 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,IPTU,XGBoost,1.196582317352295,"96 502112.93750 +97 510022.84375 +98 427069.78125 +99 409875.78125 +100 395083.50000 +101 393072.15625 +102 393117.93750 +103 378325.65625 +104 434602.00000 +105 434602.00000 +106 431801.90625 +107 435420.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ISS,MLP,0.9972193241119385,"96 1.157308e+06 +97 1.097375e+06 +98 1.106724e+06 +99 1.141302e+06 +100 1.156467e+06 +101 1.150757e+06 +102 1.137418e+06 +103 1.178876e+06 +104 1.181714e+06 +105 1.172841e+06 +106 1.162010e+06 +107 1.191880e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ITBI,SES,1.0038549900054932,"96 670302.43750 +97 942558.93750 +98 392243.81250 +99 374598.15625 +100 295608.53125 +101 621303.06250 +102 610878.37500 +103 611553.75000 +104 613762.93750 +105 615627.43750 +106 680870.12500 +107 397042.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,MLP,1.795870065689087,"96 4.943503e+06 +97 4.872398e+06 +98 4.935743e+06 +99 5.042182e+06 +100 5.146075e+06 +101 5.025060e+06 +102 5.099273e+06 +103 5.150556e+06 +104 5.198612e+06 +105 5.222217e+06 +106 5.230105e+06 +107 5.257481e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,XGBoost,2.669820547103882,"96 8.386862e+05 +97 6.394682e+05 +98 3.310883e+05 +99 2.815128e+05 +100 2.792495e+05 +101 2.273320e+06 +102 1.405210e+06 +103 8.762366e+05 +104 6.582666e+05 +105 4.523325e+05 +106 4.855258e+05 +107 2.045744e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,SARIMAX,1.9995720386505127,"96 1227794.625 +97 1229795.250 +98 1111016.375 +99 1130256.625 +100 1113809.375 +101 1092763.125 +102 1069198.500 +103 1084686.625 +104 1292162.250 +105 1393128.500 +106 1303853.125 +107 1139765.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ISS,MLP,1.0223729610443115,"96 2.081765e+06 +97 1.825289e+06 +98 1.963403e+06 +99 1.967819e+06 +100 2.034910e+06 +101 1.886822e+06 +102 1.880127e+06 +103 2.008446e+06 +104 1.945288e+06 +105 1.941001e+06 +106 1.898110e+06 +107 1.977438e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,Prophet,1.0769233703613281,"96 392211.68750 +97 365734.25000 +98 371477.90625 +99 400346.53125 +100 364521.78125 +101 350456.03125 +102 521716.28125 +103 556626.93750 +104 425395.12500 +105 354083.12500 +106 382791.81250 +107 368350.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,XGBoost,1.1208398342132568,"96 6874068.0 +97 6650130.5 +98 6325625.5 +99 6421851.5 +100 5672801.5 +101 6763199.0 +102 6621606.0 +103 6479011.0 +104 6755877.5 +105 6755609.5 +106 5973305.5 +107 6230033.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,XGBoost,1.4170506000518799,"96 9.748501e+05 +97 8.639759e+05 +98 4.571712e+05 +99 4.389996e+05 +100 3.470304e+05 +101 3.351226e+06 +102 1.137241e+06 +103 1.334604e+06 +104 8.955522e+05 +105 9.188302e+05 +106 7.111699e+05 +107 3.700052e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,IPTU,SARIMAX,2.05692458152771,"92 1398.058350 +93 -173.253769 +94 78.788971 +95 -552.537109 +96 -50.135178 +97 -414.668854 +98 -191.746384 +99 1380.495483 +100 1380.495483 +101 -141.710205 +102 -16.409973 +103 1380.495483 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ISS,MLP,1.7899506092071533,"96 19771.170695 +97 20760.122063 +98 23010.246182 +99 15984.706584 +100 22009.755881 +101 19030.983643 +102 19773.146924 +103 18998.847695 +104 16753.838884 +105 21218.008189 +106 17394.292726 +107 18688.632718 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ITBI,SARIMAX,2.416887044906616,"93 14705.595703 +94 14497.340820 +95 17902.574219 +96 13709.777344 +97 9595.441406 +98 13867.536133 +99 9808.681641 +100 13901.542969 +101 16395.505859 +102 17372.683594 +103 10176.359375 +104 11486.415039 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,MLP,1.9040672779083252,"96 387868.327215 +97 379584.444717 +98 381935.077419 +99 392600.408294 +100 393860.708171 +101 396033.374009 +102 399080.218776 +103 401938.043566 +104 408093.575648 +105 411326.832475 +106 415544.477177 +107 411646.588438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,XGBoost,1.8924269676208496,"96 22715.808594 +97 19964.951172 +98 17901.888672 +99 17115.451172 +100 17517.783203 +101 143822.968750 +102 27904.228516 +103 30686.000000 +104 38505.437500 +105 38505.437500 +106 38505.437500 +107 131960.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,IPTU,AR,1.2031898498535156,"84 23513.835938 +85 15044.417969 +86 14269.271484 +87 13268.748047 +88 30659.753906 +89 6709.967285 +90 39715.011719 +91 39012.300781 +92 39238.808594 +93 103549.718750 +94 103402.406250 +95 72332.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ISS,MLP,1.4372022151947021,"88 36725.800368 +89 34126.842210 +90 35845.343680 +91 36410.405641 +92 32670.922922 +93 35021.551773 +94 33609.582047 +95 34670.614338 +96 34290.061163 +97 33720.615804 +98 36374.672174 +99 34405.555710 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ITBI,SARIMAX,1.694488286972046,"84 26140.212891 +85 6855.173340 +86 11031.998047 +87 10687.100586 +88 19996.349609 +89 10096.751953 +90 18514.228516 +91 7401.800293 +92 10766.803711 +93 11279.206055 +94 19060.992188 +95 10766.803711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,MLP,1.1581087112426758,"88 668482.992764 +89 668615.348958 +90 677352.243897 +91 694714.010263 +92 705945.504110 +93 710117.251707 +94 717768.794662 +95 723793.622656 +96 732178.558793 +97 736508.384519 +98 739744.438390 +99 736632.187591 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,MLP,0.9736490249633789,"88 4645.527954 +89 31287.825561 +90 26495.840088 +91 23953.989025 +92 33804.409325 +93 122832.757876 +94 42858.474966 +95 63207.777998 +96 66735.757534 +97 72860.955999 +98 84806.585008 +99 77490.517979 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,IPTU,HWES,1.8407063484191895,"92 36272.851562 +93 12344.430664 +94 15145.952148 +95 14303.196289 +96 11634.108398 +97 14276.845703 +98 19948.572266 +99 12025.537109 +100 18341.033203 +101 14889.566406 +102 13535.582031 +103 15012.719727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ISS,XGBoost,1.2600126266479492,"96 38494.242188 +97 33883.835938 +98 39127.214844 +99 41484.414062 +100 42898.015625 +101 41949.832031 +102 52246.863281 +103 42513.136719 +104 40151.070312 +105 38344.085938 +106 40265.785156 +107 38344.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ITBI,XGBoost,1.8320651054382324,"96 62099.593750 +97 72298.156250 +98 82550.468750 +99 70821.148438 +100 70288.335938 +101 64163.414062 +102 50098.980469 +103 36355.003906 +104 35511.457031 +105 58588.562500 +106 40350.207031 +107 91683.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,MLP,1.786902904510498,"96 1.294826e+06 +97 1.287700e+06 +98 1.312008e+06 +99 1.343694e+06 +100 1.379563e+06 +101 1.363089e+06 +102 1.382830e+06 +103 1.398632e+06 +104 1.411455e+06 +105 1.418319e+06 +106 1.419604e+06 +107 1.425985e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,MLP,1.8280422687530518,"94 -10428.833060 +95 25853.784044 +96 22832.254011 +97 27420.186921 +98 -4707.558827 +99 129125.139373 +100 25978.635538 +101 44250.326105 +102 59511.214683 +103 65986.822995 +104 62157.608432 +105 46851.443332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,IPTU,SARIMAX,1.8450047969818115,"95 50646.621094 +96 53324.343750 +97 53482.742188 +98 52179.816406 +99 52838.792969 +100 44785.859375 +101 49796.781250 +102 50181.437500 +103 51303.937500 +104 49326.507812 +105 49326.507812 +106 86686.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,1.095440149307251,"96 58415.855469 +97 59088.960938 +98 60206.683594 +99 57431.421875 +100 60206.683594 +101 60262.046875 +102 61429.578125 +103 58095.417969 +104 60206.683594 +105 58095.417969 +106 60206.683594 +107 61429.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ITBI,SES,1.3270704746246338,"96 13483.378906 +97 14982.124023 +98 20550.791016 +99 20248.662109 +100 22303.050781 +101 20292.212891 +102 22303.050781 +103 22303.050781 +104 20580.269531 +105 20239.556641 +106 20245.845703 +107 20196.005859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,MLP,1.0145494937896729,"96 9.247857e+05 +97 9.332549e+05 +98 9.542466e+05 +99 9.624652e+05 +100 1.008377e+06 +101 9.640615e+05 +102 9.843387e+05 +103 9.965346e+05 +104 9.965567e+05 +105 9.992433e+05 +106 9.896824e+05 +107 1.016751e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,SARIMAX,1.1662750244140625,"95 139703.500000 +96 137461.390625 +97 125289.062500 +98 127281.000000 +99 125675.687500 +100 384646.375000 +101 348982.062500 +102 301457.218750 +103 181118.828125 +104 181118.828125 +105 181118.828125 +106 348982.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,IPTU,SARIMAX,1.249401569366455,"96 35618100.0 +97 33765548.0 +98 33190830.0 +99 25610942.0 +100 27314062.0 +101 27821514.0 +102 25975372.0 +103 26810462.0 +104 26810462.0 +105 26576928.0 +106 26671738.0 +107 26671738.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ISS,SARIMAX,1.109635829925537,"96 120646944.0 +97 121541776.0 +98 124761248.0 +99 124862240.0 +100 124862240.0 +101 124862240.0 +102 124862240.0 +103 123110448.0 +104 123110448.0 +105 123110448.0 +106 123110448.0 +107 123110448.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ITBI,XGBoost,1.1691579818725586,"96 30435356.0 +97 32862060.0 +98 30686260.0 +99 30820580.0 +100 27962944.0 +101 29478172.0 +102 28936718.0 +103 30221442.0 +104 30221442.0 +105 30221442.0 +106 29641188.0 +107 30614960.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,MLP,1.141486644744873,"96 6.277116e+07 +97 5.968742e+07 +98 5.812163e+07 +99 5.974505e+07 +100 5.716440e+07 +101 6.041249e+07 +102 5.870522e+07 +103 5.745257e+07 +104 5.807169e+07 +105 5.829265e+07 +106 5.851137e+07 +107 5.579282e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,XGBoost,1.1748237609863281,"96 25951148.0 +97 24864430.0 +98 23944212.0 +99 23944212.0 +100 16423268.0 +101 78574736.0 +102 29040398.0 +103 32804696.0 +104 32390480.0 +105 32390480.0 +106 30203518.0 +107 56653816.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,XGBoost,2.2105047702789307,"96 1403.763184 +97 1545.345947 +98 1717.601562 +99 1672.507935 +100 1674.059570 +101 1100.080566 +102 1779.179810 +103 1163.330322 +104 1195.649658 +105 1513.846680 +106 1163.330322 +107 1322.287598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ISS,XGBoost,1.8816144466400146,"96 10279.232422 +97 10279.232422 +98 10279.232422 +99 10279.232422 +100 10279.232422 +101 10279.232422 +102 10279.232422 +103 10279.232422 +104 10279.232422 +105 10279.232422 +106 10279.232422 +107 10279.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,Prophet,4.755253791809082,"90 1092.990356 +91 1505.379272 +92 3476.211670 +93 5116.775879 +94 7102.142578 +95 1798.744263 +96 1412.986572 +97 5475.226562 +98 3481.830078 +99 4316.992188 +100 2841.024658 +101 2932.507080 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,MLP,1.6379492282867432,"96 245916.895286 +97 240192.666044 +98 241295.500213 +99 248888.223782 +100 250241.524492 +101 254969.312967 +102 256549.185772 +103 258959.346783 +104 264272.969979 +105 267606.893453 +106 271257.133380 +107 268920.657311 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,SARIMAX,1.9780232906341553,"94 11840.658203 +95 11377.969727 +96 1343.897217 +97 7370.557129 +98 7118.648438 +99 20842.134766 +100 13549.084961 +101 15691.902344 +102 9680.722656 +103 14821.253906 +104 13602.470703 +105 20410.501953 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,IPTU,HWES,2.1166653633117676,"96 12641.839844 +97 13627.416016 +98 8379.387695 +99 8981.134766 +100 8585.166016 +101 11784.450195 +102 20060.699219 +103 12787.896484 +104 17542.607422 +105 18759.119141 +106 15736.477539 +107 11274.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ISS,MLP,1.2296059131622314,"96 43408.709137 +97 42258.124553 +98 41225.877247 +99 40717.413396 +100 45258.213364 +101 30811.419136 +102 37345.861576 +103 37190.698033 +104 37225.773109 +105 37090.932559 +106 32730.121252 +107 42370.155951 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ITBI,MLP,1.248016357421875,"96 36216.495208 +97 36046.623955 +98 35318.638053 +99 26432.865085 +100 40313.017856 +101 25719.559585 +102 28103.772536 +103 26373.350154 +104 24708.410776 +105 28309.718656 +106 19812.076171 +107 24742.611676 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,MLP,1.0488533973693848,"96 798969.776239 +97 783653.958503 +98 796344.521153 +99 820127.779324 +100 836301.854748 +101 822614.630918 +102 837069.242240 +103 849028.417710 +104 861381.505368 +105 867041.837497 +106 871596.330315 +107 873876.444404 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,XGBoost,1.5978283882141113,"96 24469.828125 +97 27160.005859 +98 11108.996094 +99 15069.605469 +100 14350.859375 +101 314828.562500 +102 52018.132812 +103 51147.988281 +104 44880.152344 +105 44779.125000 +106 44694.789062 +107 324510.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,IPTU,AR,1.552673101425171,"96 968356.8750 +97 967767.1875 +98 936178.8750 +99 935105.2500 +100 982459.8125 +101 953990.3750 +102 988960.0625 +103 990865.1250 +104 977364.2500 +105 977364.2500 +106 954821.8750 +107 959299.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ISS,MLP,1.1107172966003418,"96 1.358703e+06 +97 1.458889e+06 +98 1.440221e+06 +99 1.429105e+06 +100 1.421906e+06 +101 1.423086e+06 +102 1.546361e+06 +103 1.461122e+06 +104 1.472235e+06 +105 1.482722e+06 +106 1.495420e+06 +107 1.512840e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ITBI,SARIMAX,1.6169185638427734,"96 1084814.750 +97 1069559.500 +98 1401037.250 +99 1401037.250 +100 1401329.125 +101 1402111.500 +102 1401037.250 +103 1401329.125 +104 1401329.125 +105 1402111.500 +106 1401912.000 +107 1401329.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,MLP,1.2816288471221924,"96 4.877951e+06 +97 4.831568e+06 +98 4.957481e+06 +99 5.028036e+06 +100 5.260527e+06 +101 4.974297e+06 +102 5.098037e+06 +103 5.173577e+06 +104 5.169476e+06 +105 5.172318e+06 +106 5.097566e+06 +107 5.246385e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,XGBoost,2.116231679916382,"96 7.407895e+05 +97 6.420529e+05 +98 6.262535e+05 +99 6.638579e+05 +100 6.082421e+05 +101 2.849764e+06 +102 6.276842e+05 +103 1.104109e+06 +104 1.143649e+06 +105 1.092207e+06 +106 1.141381e+06 +107 2.795078e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,IPTU,SARIMAX,1.196216106414795,"96 497556.40625 +97 525163.06250 +98 594085.43750 +99 607746.25000 +100 572363.31250 +101 496960.93750 +102 559982.93750 +103 582106.62500 +104 582106.62500 +105 582106.62500 +106 582106.62500 +107 562435.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ISS,Prophet,1.2938964366912842,"96 1811982.75 +97 1811982.75 +98 1811982.75 +99 1811982.75 +100 1811982.75 +101 1811982.75 +102 1811982.75 +103 1811982.75 +104 1811726.25 +105 1811726.25 +106 1811982.75 +107 1811726.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ITBI,MLP,1.1266508102416992,"96 305302.642772 +97 268283.845687 +98 256453.344361 +99 249856.343233 +100 303998.832717 +101 270021.421016 +102 272955.473152 +103 262168.112699 +104 268551.529969 +105 282896.285564 +106 276225.729536 +107 261863.601979 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,MLP,1.1784462928771973,"96 2.013523e+06 +97 2.170846e+06 +98 2.159528e+06 +99 2.041873e+06 +100 2.168523e+06 +101 2.112402e+06 +102 2.159854e+06 +103 2.137262e+06 +104 2.130178e+06 +105 2.162925e+06 +106 2.150197e+06 +107 2.163632e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,SARIMAX,1.4648938179016113,"96 3.961189e+05 +97 4.004003e+05 +98 3.856744e+05 +99 3.091284e+05 +100 2.120742e+05 +101 2.704493e+06 +102 3.854039e+05 +103 3.849561e+05 +104 5.439494e+05 +105 6.611774e+05 +106 6.629228e+05 +107 2.614523e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,IPTU,XGBoost,2.651334285736084,"96 2329172.500 +97 2245729.000 +98 1745811.125 +99 1760856.125 +100 2197116.000 +101 2307071.000 +102 2274547.000 +103 2274547.000 +104 2307071.000 +105 2307071.000 +106 2269812.250 +107 2278462.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ISS,MLP,1.0713832378387451,"96 4.129820e+06 +97 4.085360e+06 +98 4.080685e+06 +99 4.055125e+06 +100 3.968331e+06 +101 3.556223e+06 +102 3.655253e+06 +103 3.588054e+06 +104 3.489904e+06 +105 3.388342e+06 +106 3.318810e+06 +107 3.502233e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ITBI,MLP,1.2506368160247803,"96 1.142375e+06 +97 1.019424e+06 +98 1.101053e+06 +99 1.100924e+06 +100 1.048556e+06 +101 1.049483e+06 +102 1.014336e+06 +103 1.073245e+06 +104 1.023324e+06 +105 1.008426e+06 +106 1.025262e+06 +107 1.020044e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,MLP,1.070202112197876,"96 6.278828e+06 +97 6.182643e+06 +98 6.266681e+06 +99 6.430135e+06 +100 6.524728e+06 +101 6.470761e+06 +102 6.554426e+06 +103 6.618831e+06 +104 6.695687e+06 +105 6.730163e+06 +106 6.761446e+06 +107 6.746652e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,MLP,1.3219146728515625,"96 -1.186117e+05 +97 1.199453e+06 +98 1.053197e+06 +99 6.091056e+05 +100 1.140290e+06 +101 6.931982e+06 +102 1.320665e+06 +103 2.541877e+06 +104 2.855041e+06 +105 2.967277e+06 +106 3.809491e+06 +107 4.850697e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,IPTU,MLP,1.761108160018921,"91 -3.227947e+04 +92 -5.479637e+04 +93 -7.227034e+04 +94 -1.098098e+05 +95 -1.895409e+05 +96 -2.020279e+05 +97 -2.909179e+05 +98 -3.902218e+05 +99 -5.186344e+05 +100 -6.914172e+05 +101 -9.311783e+05 +102 -1.194729e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ISS,XGBoost,1.053218126296997,"96 33375.003906 +97 28187.517578 +98 34791.699219 +99 34721.105469 +100 36005.906250 +101 33283.257812 +102 39179.886719 +103 38142.195312 +104 34378.890625 +105 34378.890625 +106 34371.699219 +107 39423.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ITBI,XGBoost,1.1722815036773682,"93 7205.274414 +94 17893.550781 +95 18137.857422 +96 17492.275391 +97 18249.205078 +98 17674.593750 +99 18369.990234 +100 20519.195312 +101 20079.236328 +102 19593.673828 +103 19071.847656 +104 20720.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,MLP,2.2109761238098145,"96 560862.766756 +97 558622.271652 +98 569105.756806 +99 582641.750690 +100 599888.586213 +101 593197.186167 +102 602164.574411 +103 609862.561747 +104 616216.629359 +105 620277.168676 +106 621462.536301 +107 625703.256634 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,MLP,2.342475175857544,"95 -21128.055072 +96 11900.498553 +97 1873.890623 +98 -22427.940694 +99 -2824.620972 +100 105870.679201 +101 -23701.712318 +102 -5081.344371 +103 -12414.109216 +104 -27030.054870 +105 -18473.960153 +106 -27786.688612 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,IPTU,SARIMAX,2.481281042098999,"96 5613556.50 +97 5615500.00 +98 5646443.50 +99 3931156.75 +100 4028883.75 +101 30014526.00 +102 5501471.00 +103 5486790.00 +104 5501471.00 +105 5259679.50 +106 5296147.00 +107 30575876.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ISS,MLP,1.2229199409484863,"96 1.150656e+07 +97 1.118749e+07 +98 1.123600e+07 +99 1.124956e+07 +100 1.137989e+07 +101 1.126213e+07 +102 1.141211e+07 +103 1.161873e+07 +104 1.166967e+07 +105 1.175848e+07 +106 1.170842e+07 +107 1.184955e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ITBI,HWES,1.2824561595916748,"96 3231537.00 +97 4531559.00 +98 3480884.75 +99 3250053.75 +100 3253646.00 +101 3253646.00 +102 3985294.25 +103 3071264.75 +104 3314260.00 +105 3314260.00 +106 3314260.00 +107 3409593.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,MLP,1.9744889736175537,"96 5.784963e+07 +97 5.772964e+07 +98 5.909465e+07 +99 6.102920e+07 +100 6.264577e+07 +101 6.305780e+07 +102 6.348823e+07 +103 6.407179e+07 +104 6.460989e+07 +105 6.472755e+07 +106 6.464628e+07 +107 6.418882e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,SARIMAX,2.3616409301757812,"96 4560478.00 +97 3452703.00 +98 2800613.00 +99 2926585.00 +100 2735135.00 +101 13904453.00 +102 4141043.25 +103 4115157.50 +104 6239610.50 +105 6302193.00 +106 6230141.00 +107 14087341.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,IPTU,XGBoost,1.588550329208374,"96 3023748.75 +97 3008313.50 +98 6436963.00 +99 3400268.50 +100 3790509.25 +101 3841176.75 +102 6531746.50 +103 3424844.75 +104 3386673.25 +105 3369520.50 +106 3369520.50 +107 3878652.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ISS,MLP,1.0318868160247803,"96 9.996946e+05 +97 1.000831e+06 +98 1.026587e+06 +99 1.208265e+06 +100 5.724526e+05 +101 9.388102e+05 +102 8.667515e+05 +103 8.435665e+05 +104 7.802913e+05 +105 5.390615e+05 +106 1.058567e+06 +107 7.629065e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ITBI,MLP,1.2023921012878418,"96 2.375745e+06 +97 2.275720e+06 +98 2.099933e+06 +99 2.011820e+06 +100 2.139321e+06 +101 2.219882e+06 +102 2.056877e+06 +103 2.042550e+06 +104 2.087233e+06 +105 2.134050e+06 +106 2.097253e+06 +107 2.048894e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,XGBoost,1.032689094543457,"96 568181.3750 +97 629971.0625 +98 550729.8125 +99 651360.0000 +100 551198.9375 +101 594161.6250 +102 568093.6875 +103 590136.5000 +104 568562.8125 +105 572772.6250 +106 567901.1875 +107 550729.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,MLP,1.988274335861206,"96 21842.834225 +97 180542.713741 +98 138753.587858 +99 -38061.821437 +100 9411.601826 +101 381626.804312 +102 143280.487010 +103 204395.216710 +104 239824.313482 +105 263175.936582 +106 303333.768009 +107 157079.115166 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,IPTU,MLP,2.494750738143921,"92 36276.892727 +93 35321.875757 +94 32421.921443 +95 9962.084312 +96 -23434.142786 +97 56104.053032 +98 43094.569601 +99 42271.164916 +100 41131.943486 +101 34001.699031 +102 21278.178547 +103 34326.277365 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ISS,XGBoost,1.9181628227233887,"95 102475.218750 +96 90746.398438 +97 79473.296875 +98 87058.242188 +99 86310.671875 +100 98101.742188 +101 90111.421875 +102 89988.093750 +103 89845.210938 +104 90100.085938 +105 98101.742188 +106 98101.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ITBI,XGBoost,1.6488335132598877,"95 20724.955078 +96 14801.208984 +97 34663.988281 +98 14356.625000 +99 15533.652344 +100 24589.984375 +101 36218.156250 +102 23209.681641 +103 24406.583984 +104 8725.967773 +105 10795.647461 +106 23697.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,MLP,1.1329569816589355,"96 437987.893899 +97 414673.111948 +98 430372.169707 +99 449986.149752 +100 473083.299689 +101 465311.779119 +102 468117.433073 +103 484935.427940 +104 492175.148887 +105 493877.767132 +106 489141.394586 +107 491417.391283 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,MLP,1.2444789409637451,"96 37736.789309 +97 30576.617958 +98 21864.697833 +99 16734.993343 +100 22958.643000 +101 121084.679400 +102 47447.027680 +103 43188.458460 +104 42195.787737 +105 43052.135786 +106 50423.501758 +107 69506.667311 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,IPTU,SARIMAX,1.4052670001983643,"92 5636.713379 +93 6103.310059 +94 66717.695312 +95 7375.656738 +96 5971.840820 +97 4889.398438 +98 5549.774902 +99 11558.958984 +100 157472.765625 +101 12151.489258 +102 13446.837891 +103 3952.710449 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ISS,XGBoost,2.631438970565796,"96 26599.308594 +97 36132.828125 +98 33817.472656 +99 26929.378906 +100 26815.375000 +101 50319.621094 +102 26625.164062 +103 35772.757812 +104 35772.757812 +105 26806.169922 +106 26806.169922 +107 50358.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ITBI,SARIMAX,1.8195099830627441,"93 32405.101562 +94 33213.492188 +95 29916.462891 +96 34072.066406 +97 29933.175781 +98 31628.464844 +99 30704.632812 +100 29920.496094 +101 34072.066406 +102 31563.207031 +103 29920.496094 +104 31628.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,MLP,1.152475357055664,"96 533432.845067 +97 532565.673795 +98 535123.098008 +99 549354.222540 +100 549599.817369 +101 558090.278758 +102 562226.701971 +103 564709.573674 +104 572284.526624 +105 576197.787767 +106 580964.726690 +107 573801.618097 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,MLP,1.1188809871673584,"96 4.920998e+04 +97 1.022855e+05 +98 1.437204e+05 +99 1.896827e+05 +100 2.820800e+05 +101 4.673062e+05 +102 4.684107e+05 +103 6.539786e+05 +104 8.903988e+05 +105 1.211590e+06 +106 1.653429e+06 +107 2.139384e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,MLP,1.0410048961639404,"78 2439.299995 +79 2551.497390 +80 -245.553374 +81 -7709.143110 +82 848.489757 +83 3487.178672 +84 -888.308812 +85 -1627.803521 +86 -2288.690072 +87 -3473.216118 +88 -1103.753972 +89 -3757.359863 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,XGBoost,1.0103929042816162,"92 33143.351562 +93 30632.802734 +94 30190.054688 +95 30753.378906 +96 31015.105469 +97 30049.523438 +98 30049.523438 +99 30287.546875 +100 30049.523438 +101 30397.404297 +102 30190.054688 +103 30049.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,SARIMAX,1.2450041770935059,"91 12250.096680 +92 20018.947266 +93 26869.599609 +94 15731.891602 +95 19308.041016 +96 10054.753906 +97 21758.154297 +98 18382.054688 +99 20006.939453 +100 20163.210938 +101 21413.162109 +102 9447.573242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,Prophet,1.1185503005981445,"92 619293.5000 +93 578356.5625 +94 578317.8125 +95 578845.6875 +96 558669.4375 +97 594334.3750 +98 628046.6875 +99 575680.3750 +100 627031.6250 +101 585581.1875 +102 585581.1875 +103 547248.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,MLP,1.5227677822113037,"90 3280.959032 +91 14082.933456 +92 2441.809181 +93 3145.411210 +94 11556.794283 +95 33655.181593 +96 18155.656415 +97 23279.227682 +98 22019.566153 +99 25727.038674 +100 32197.506372 +101 17382.359986 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,IPTU,SARIMAX,1.1015148162841797,"93 1.463736e+06 +94 1.469266e+05 +95 1.057396e+05 +96 9.462127e+04 +97 1.063756e+05 +98 9.715216e+04 +99 1.542094e+06 +100 1.156179e+05 +101 9.715216e+04 +102 9.518374e+04 +103 9.715216e+04 +104 9.715216e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ISS,XGBoost,1.2298200130462646,"96 149640.828125 +97 169361.890625 +98 166672.468750 +99 169361.890625 +100 168875.765625 +101 167561.031250 +102 170225.000000 +103 170225.000000 +104 170225.000000 +105 170225.000000 +106 170225.000000 +107 170225.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ITBI,Prophet,1.298130989074707,"96 86089.882812 +97 84514.523438 +98 86089.882812 +99 71113.859375 +100 78140.820312 +101 87949.914062 +102 86601.968750 +103 90122.484375 +104 86601.968750 +105 77746.343750 +106 83106.898438 +107 82601.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,XGBoost,1.2252521514892578,"96 1272907.250 +97 1316209.375 +98 1316209.375 +99 1316772.125 +100 1316209.375 +101 1345011.375 +102 1316772.125 +103 1316209.375 +104 1316772.125 +105 1273124.125 +106 1304577.500 +107 1297682.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,HWES,1.3024065494537354,"96 104318.984375 +97 71985.789062 +98 41300.683594 +99 31057.681641 +100 29528.767578 +101 303000.031250 +102 130142.445312 +103 73729.890625 +104 47029.378906 +105 39997.539062 +106 39997.539062 +107 252396.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,IPTU,SARIMAX,1.0933537483215332,"96 3318098.75 +97 2709763.25 +98 2774299.25 +99 2127890.00 +100 -3147168.50 +101 -2981310.00 +102 -2939523.50 +103 -2916761.00 +104 -2857971.75 +105 -2953337.00 +106 -2762050.75 +107 -2834308.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ISS,MLP,1.3012831211090088,"96 9.461968e+06 +97 9.276360e+06 +98 9.363994e+06 +99 9.534840e+06 +100 9.662544e+06 +101 9.480769e+06 +102 9.677416e+06 +103 9.709136e+06 +104 9.898308e+06 +105 9.898296e+06 +106 9.845530e+06 +107 1.027241e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ITBI,SES,1.2414333820343018,"96 1928690.500 +97 1896180.125 +98 1928690.500 +99 1853497.250 +100 2014663.500 +101 2117462.500 +102 1930252.500 +103 1897974.375 +104 1893070.625 +105 1895017.000 +106 1835352.250 +107 1898738.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,MLP,1.0945136547088623,"96 1.230992e+07 +97 1.188488e+07 +98 1.189554e+07 +99 1.227773e+07 +100 1.236622e+07 +101 1.237115e+07 +102 1.243255e+07 +103 1.254232e+07 +104 1.276648e+07 +105 1.285940e+07 +106 1.297882e+07 +107 1.284625e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,XGBoost,1.3331544399261475,"96 2.350831e+06 +97 1.449876e+06 +98 1.466390e+06 +99 1.395390e+06 +100 8.356853e+05 +101 1.006734e+07 +102 1.662765e+06 +103 1.114429e+06 +104 2.910900e+06 +105 2.733433e+06 +106 2.886427e+06 +107 1.005373e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,IPTU,XGBoost,1.224243402481079,"82 1470.067261 +83 1481.821899 +84 2271.719482 +85 1170.755127 +86 926.007751 +87 1272.150513 +88 881.856201 +89 881.856201 +90 926.007751 +91 1018.212830 +92 1110.883301 +93 698.548767 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ISS,SARIMAX,1.8657076358795166,"96 40656.335938 +97 52744.339844 +98 44452.175781 +99 44598.003906 +100 44387.726562 +101 44424.332031 +102 44424.332031 +103 44284.320312 +104 44424.332031 +105 44424.332031 +106 44424.332031 +107 44284.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ITBI,XGBoost,1.4996051788330078,"81 14836.695312 +82 16452.810547 +83 4218.591797 +84 6957.181152 +85 12299.932617 +86 21751.945312 +87 2955.788330 +88 4114.704102 +89 24034.804688 +90 9799.791992 +91 7250.280762 +92 5902.181152 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,MLP,1.1357951164245605,"96 472253.272483 +97 465943.833392 +98 477968.678729 +99 490620.321088 +100 503858.298909 +101 490457.380401 +102 501004.244427 +103 508457.700902 +104 513017.971523 +105 514743.905035 +106 514425.305103 +107 518657.420161 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,MLP,1.4434373378753662,"96 -978.528676 +97 11621.484828 +98 16022.518110 +99 7828.393089 +100 18890.666823 +101 88934.107675 +102 22988.582058 +103 33515.000925 +104 38727.517267 +105 39425.458766 +106 49937.304289 +107 50297.397402 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,IPTU,AR,3.044934034347534,"96 137502.546875 +97 137502.546875 +98 245530.328125 +99 129453.437500 +100 128013.406250 +101 131578.687500 +102 127623.109375 +103 127623.109375 +104 224938.109375 +105 134074.703125 +106 134642.578125 +107 122911.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ISS,MLP,2.0954926013946533,"96 594790.644253 +97 648536.000979 +98 651935.036321 +99 689928.020877 +100 705181.770749 +101 717918.662781 +102 744608.169833 +103 763782.494546 +104 780925.661250 +105 787742.619023 +106 803603.888793 +107 821231.239838 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ITBI,SARIMAX,1.3230249881744385,"96 296433.375000 +97 191563.562500 +98 252593.671875 +99 178174.906250 +100 211807.125000 +101 217473.109375 +102 218300.015625 +103 261972.093750 +104 217473.109375 +105 219695.156250 +106 250449.140625 +107 170028.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,SARIMAX,1.0383124351501465,"96 2773985.25 +97 2797413.75 +98 2797200.50 +99 2567434.50 +100 2225188.50 +101 2645318.50 +102 2805850.25 +103 2797413.75 +104 2818970.75 +105 2807940.25 +106 2257500.00 +107 2559185.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,MLP,2.7679781913757324,"96 6.093096e+04 +97 3.146012e+05 +98 3.445689e+05 +99 3.525668e+05 +100 5.109153e+05 +101 1.716067e+06 +102 6.390493e+05 +103 9.153664e+05 +104 1.069876e+06 +105 1.225187e+06 +106 1.499816e+06 +107 1.709417e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,HWES,1.4424467086791992,"76 3301.360352 +77 2595.657715 +78 2372.093994 +79 2801.054932 +80 2498.362305 +81 7911.071777 +82 2605.134766 +83 2045.899658 +84 15803.112305 +85 17458.767578 +86 10142.729492 +87 1940.815430 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,MLP,1.8215229511260986,"96 82779.555659 +97 62294.890278 +98 39274.176708 +99 31483.748110 +100 79301.024033 +101 4517.342664 +102 1678.656662 +103 21715.257105 +104 58234.048460 +105 68116.550549 +106 -5445.203502 +107 111810.548447 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,XGBoost,1.090040683746338,"92 26243.365234 +93 33646.722656 +94 34439.515625 +95 28377.066406 +96 39941.828125 +97 30456.914062 +98 26536.863281 +99 34325.542969 +100 31045.273438 +101 36448.640625 +102 25432.837891 +103 34828.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,MLP,1.0525531768798828,"96 681792.498704 +97 678025.351493 +98 691479.552371 +99 704435.203561 +100 727578.802322 +101 703169.841048 +102 717437.119072 +103 726154.227253 +104 730196.691365 +105 732673.642720 +106 729694.916765 +107 740595.960147 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,XGBoost,1.9970300197601318,"96 33930.253906 +97 28957.990234 +98 31727.324219 +99 31727.324219 +100 34349.777344 +101 72206.781250 +102 62726.585938 +103 63904.187500 +104 63904.187500 +105 63904.187500 +106 62726.585938 +107 68599.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,HWES,1.478234052658081,"95 67893.273438 +96 31673.832031 +97 27857.060547 +98 13289.218750 +99 12421.729492 +100 12440.717773 +101 70518.421875 +102 16498.070312 +103 16889.828125 +104 12439.202148 +105 12412.843750 +106 12412.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ISS,SARIMAX,3.3149755001068115,"96 116658.046875 +97 114443.359375 +98 102262.859375 +99 93320.625000 +100 111297.265625 +101 119678.796875 +102 118212.218750 +103 131631.109375 +104 114695.734375 +105 114700.742188 +106 112926.421875 +107 133964.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,XGBoost,1.144648551940918,"96 30256.833984 +97 18877.925781 +98 59807.929688 +99 108665.804688 +100 42984.097656 +101 26678.888672 +102 133364.625000 +103 73565.039062 +104 31231.759766 +105 31146.750000 +106 38351.257812 +107 111507.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,MLP,1.231919765472412,"96 8.468216e+05 +97 8.779787e+05 +98 8.676233e+05 +99 8.929956e+05 +100 9.026644e+05 +101 9.196152e+05 +102 9.384783e+05 +103 9.530787e+05 +104 9.679389e+05 +105 9.819963e+05 +106 9.983120e+05 +107 1.003273e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,SARIMAX,1.383146047592163,"95 70963.937500 +96 59973.855469 +97 54192.175781 +98 58821.304688 +99 51829.816406 +100 148190.421875 +101 143694.765625 +102 84319.085938 +103 84319.085938 +104 84319.085938 +105 85247.046875 +106 148190.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,IPTU,SARIMAX,1.2294986248016357,"88 4207.797852 +89 2444.447998 +90 1409.290649 +91 9374.376953 +92 2929.804688 +93 991.175476 +94 1683.488403 +95 1009.177429 +96 1609.739380 +97 3454.058350 +98 1400.955444 +99 1800.418091 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ISS,SARIMAX,1.7397007942199707,"96 29829.181641 +97 30753.427734 +98 46143.707031 +99 46254.667969 +100 46160.980469 +101 46109.890625 +102 46272.757812 +103 46103.507812 +104 46109.890625 +105 46022.589844 +106 45978.152344 +107 46109.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ITBI,MLP,1.728461503982544,"96 9926.264380 +97 10682.429589 +98 9763.454868 +99 6132.809448 +100 6003.933691 +101 5985.211806 +102 7081.367892 +103 6876.303867 +104 7074.674087 +105 6857.144283 +106 6643.361417 +107 8906.866377 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,MLP,1.1925098896026611,"96 511491.530717 +97 495710.990273 +98 512087.761877 +99 509563.110427 +100 550802.270618 +101 525662.405018 +102 537294.920214 +103 545247.594006 +104 551833.629178 +105 560250.376536 +106 568737.605878 +107 555939.548837 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,XGBoost,1.5531861782073975,"96 11985.256836 +97 7752.384277 +98 10457.428711 +99 8379.284180 +100 179041.359375 +101 178979.546875 +102 32456.685547 +103 132920.218750 +104 138396.421875 +105 138396.421875 +106 122563.820312 +107 122563.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,IPTU,SARIMAX,1.1093997955322266,"85 605.695740 +86 3365.595703 +87 1613.960571 +88 884.120300 +89 1711.351807 +90 2006.565552 +91 1915.677612 +92 1602.442505 +93 2249.256104 +94 1415.707642 +95 2614.689453 +96 2048.567139 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ISS,XGBoost,1.429020881652832,"96 84336.421875 +97 91183.390625 +98 91080.648438 +99 86861.007812 +100 91183.390625 +101 91080.648438 +102 91080.648438 +103 91080.648438 +104 86758.257812 +105 91080.648438 +106 91080.648438 +107 86758.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ITBI,XGBoost,1.628783941268921,"84 8410.007812 +85 5408.020996 +86 5495.825684 +87 6237.393555 +88 4901.551270 +89 5377.016602 +90 6669.029785 +91 6279.544434 +92 6669.029785 +93 6555.139160 +94 6367.540527 +95 5505.312012 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,MLP,1.1237707138061523,"96 279282.529931 +97 274263.642793 +98 275459.998664 +99 283516.331702 +100 283274.955286 +101 291065.131441 +102 292410.801964 +103 293909.047200 +104 298545.494339 +105 301309.479359 +106 304409.829696 +107 300322.612181 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,MLP,1.2225024700164795,"96 598.579090 +97 10740.070936 +98 12236.065804 +99 19419.130562 +100 9928.703571 +101 62316.311838 +102 18508.919142 +103 29105.235243 +104 35367.638148 +105 37405.638525 +106 45053.214481 +107 44114.256900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,1.2559199333190918,"96 4268.991699 +97 10995.374023 +98 -36047.316406 +99 12881.181641 +100 15048.216797 +101 15048.216797 +102 8247.250000 +103 8561.578125 +104 9684.735352 +105 13118.621094 +106 11982.000000 +107 11982.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ISS,HWES,1.985525131225586,"96 25426.062500 +97 26519.542969 +98 26267.851562 +99 26848.894531 +100 26848.894531 +101 26450.548828 +102 24651.808594 +103 26903.273438 +104 26939.093750 +105 26939.093750 +106 26939.093750 +107 26939.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ITBI,XGBoost,2.2223551273345947,"95 22509.867188 +96 25502.636719 +97 11178.956055 +98 13722.735352 +99 15475.173828 +100 5818.617676 +101 11600.847656 +102 13557.915039 +103 16342.048828 +104 15580.606445 +105 11682.187500 +106 10533.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,MLP,1.9374151229858398,"96 636857.862161 +97 633333.896068 +98 651447.387727 +99 666980.065892 +100 696637.961570 +101 663951.103605 +102 685225.353397 +103 697917.335153 +104 702312.776946 +105 705018.046629 +106 698744.361806 +107 717290.186424 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,MLP,1.2079699039459229,"92 65746.510669 +93 35592.417712 +94 37419.139952 +95 51050.162071 +96 66639.292335 +97 74475.077732 +98 81098.003483 +99 83809.084559 +100 105599.564007 +101 122430.428481 +102 138367.312600 +103 91562.937641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,IPTU,SARIMAX,1.3460195064544678,"79 268607.875000 +80 33780.554688 +81 129869.617188 +82 9593.322266 +83 9491.296875 +84 9544.473633 +85 268607.875000 +86 18129.964844 +87 21511.324219 +88 9604.355469 +89 14736.065430 +90 9604.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ISS,MLP,1.1610004901885986,"96 61498.485806 +97 63581.137002 +98 65824.177981 +99 71667.661665 +100 60144.792876 +101 50883.187963 +102 58377.413952 +103 56346.376886 +104 52943.015845 +105 45960.891687 +106 51125.588272 +107 57388.524128 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ITBI,XGBoost,1.393852710723877,"94 22806.164062 +95 39068.000000 +96 8932.565430 +97 16622.148438 +98 17122.878906 +99 38604.253906 +100 8148.494141 +101 9875.962891 +102 25323.218750 +103 27479.677734 +104 11759.691406 +105 9954.235352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,XGBoost,1.151994228363037,"96 408599.90625 +97 414018.78125 +98 392678.68750 +99 335167.31250 +100 394589.09375 +101 418752.46875 +102 367437.59375 +103 299648.37500 +104 393893.25000 +105 402004.03125 +106 383910.53125 +107 382219.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,MLP,1.9553897380828857,"96 211438.002833 +97 74840.610019 +98 78053.670365 +99 70351.853612 +100 112240.965158 +101 288584.103926 +102 205887.508751 +103 193970.953076 +104 223243.147865 +105 248481.991983 +106 310376.338068 +107 389567.964140 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,IPTU,XGBoost,1.3743884563446045,"79 4602.511719 +80 4602.511719 +81 1707.691650 +82 1855.442261 +83 1741.384399 +84 738.360229 +85 3528.268799 +86 3528.268799 +87 1083.023193 +88 1171.073853 +89 1022.448303 +90 909.875427 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ISS,SARIMAX,2.804222583770752,"96 11753.242188 +97 10919.205078 +98 11785.462891 +99 11368.541016 +100 11645.171875 +101 11307.341797 +102 11400.450195 +103 11437.137695 +104 11654.914062 +105 11309.443359 +106 11400.450195 +107 11654.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ITBI,SARIMAX,1.0205092430114746,"75 190017.250000 +76 173756.234375 +77 178562.390625 +78 158125.484375 +79 141997.015625 +80 173756.234375 +81 173756.234375 +82 178562.390625 +83 173756.234375 +84 189965.312500 +85 189965.312500 +86 173836.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,MLP,1.249183177947998,"96 486088.949550 +97 482403.195237 +98 489195.025908 +99 499513.700332 +100 511249.834359 +101 503265.877561 +102 510365.256079 +103 515572.088727 +104 520200.991285 +105 522771.171329 +106 523507.339092 +107 526248.578429 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,MLP,1.115872859954834,"90 60327.257065 +91 52583.428001 +92 37377.830730 +93 61257.542800 +94 91888.850429 +95 119724.062152 +96 127339.026690 +97 162822.520492 +98 205967.387304 +99 269083.742252 +100 340204.814371 +101 419508.140098 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,IPTU,XGBoost,1.2391812801361084,"96 9.388502e+05 +97 8.260411e+05 +98 2.644880e+05 +99 2.529392e+05 +100 6.129837e+05 +101 1.430230e+06 +102 2.020591e+06 +103 1.006454e+06 +104 1.006454e+06 +105 1.006454e+06 +106 1.006454e+06 +107 1.006454e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ISS,XGBoost,1.2618427276611328,"96 498164.25000 +97 758864.18750 +98 518346.96875 +99 755972.50000 +100 547480.12500 +101 757535.62500 +102 570867.37500 +103 591617.06250 +104 524465.00000 +105 591617.06250 +106 630048.06250 +107 591617.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ITBI,SARIMAX,0.9892756938934326,"96 210253.625000 +97 203779.546875 +98 260517.171875 +99 258061.843750 +100 256164.218750 +101 239791.500000 +102 186991.015625 +103 281017.781250 +104 239791.500000 +105 234669.890625 +106 256839.312500 +107 213827.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,MLP,1.9179713726043701,"96 2.024095e+06 +97 2.016695e+06 +98 2.059158e+06 +99 2.099828e+06 +100 2.173564e+06 +101 2.107603e+06 +102 2.149481e+06 +103 2.177223e+06 +104 2.190690e+06 +105 2.199338e+06 +106 2.190699e+06 +107 2.222822e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,XGBoost,2.179746150970459,"96 2.724309e+05 +97 1.770275e+05 +98 1.418452e+05 +99 1.110946e+05 +100 6.356093e+04 +101 9.710299e+05 +102 1.827208e+05 +103 1.528728e+05 +104 1.705606e+05 +105 1.750125e+05 +106 2.128878e+05 +107 1.093739e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,IPTU,HWES,1.8913028240203857,"81 1468.413696 +82 77725.812500 +83 4325.951172 +84 3720.996582 +85 19217.388672 +86 3652.494629 +87 11779.585938 +88 12654.113281 +89 10926.295898 +90 9949.375000 +91 50856.656250 +92 5571.361328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ISS,XGBoost,1.7971339225769043,"84 12151.285156 +85 13786.722656 +86 10963.580078 +87 10207.851562 +88 10972.563477 +89 13581.598633 +90 10972.563477 +91 9949.291016 +92 9302.486328 +93 11348.075195 +94 11553.377930 +95 10325.759766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ITBI,XGBoost,1.1735310554504395,"83 8854.484375 +84 20373.246094 +85 12989.154297 +86 20367.580078 +87 14376.333984 +88 14376.333984 +89 16204.364258 +90 18553.578125 +91 14376.333984 +92 18553.578125 +93 14376.333984 +94 14376.333984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,MLP,1.3430709838867188,"84 578796.853114 +85 567673.308492 +86 565652.908153 +87 583482.436691 +88 578571.714171 +89 608078.918855 +90 610318.562540 +91 613996.542867 +92 628047.554420 +93 640387.797084 +94 653373.079862 +95 649149.935222 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,MLP,2.2352452278137207,"84 -1492.015253 +85 19360.760742 +86 19813.750768 +87 18955.473727 +88 42813.777302 +89 98283.748359 +90 43008.688355 +91 61351.919200 +92 70800.347927 +93 80945.109473 +94 101306.059884 +95 76475.852537 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,IPTU,HWES,2.249037265777588,"86 14376.153320 +87 15448.207031 +88 13822.833984 +89 4344.798340 +90 2424.618164 +91 5886.648926 +92 28483.972656 +93 28871.470703 +94 31969.072266 +95 11868.136719 +96 22123.634766 +97 25995.886719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ISS,MLP,2.3855032920837402,"96 19562.425537 +97 18252.903283 +98 18241.390626 +99 16459.783216 +100 17350.539415 +101 17111.003714 +102 17141.653873 +103 16864.684937 +104 17019.567616 +105 17325.866020 +106 17942.752208 +107 17970.320755 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ITBI,XGBoost,1.330282211303711,"91 16809.298828 +92 10890.397461 +93 9223.608398 +94 9813.873047 +95 10600.048828 +96 10503.872070 +97 12083.234375 +98 10898.783203 +99 10515.167969 +100 5755.404297 +101 10466.045898 +102 10428.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,MLP,1.166013479232788,"96 378935.866775 +97 375197.703785 +98 382669.641352 +99 388704.909066 +100 401020.972643 +101 380403.067873 +102 390155.445358 +103 394554.441436 +104 395102.419255 +105 395025.498605 +106 391197.338285 +107 399562.275316 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,HWES,1.275106430053711,"95 13314.530273 +96 12383.832031 +97 52224.312500 +98 176122.875000 +99 41242.746094 +100 50261.113281 +101 36675.125000 +102 36770.621094 +103 67257.601562 +104 78122.140625 +105 53168.265625 +106 38986.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,IPTU,AR,1.1797642707824707,"88 2.155464e+06 +89 2.432100e+06 +90 2.417226e+06 +91 1.856919e+06 +92 1.422254e+07 +93 2.277652e+06 +94 2.233464e+06 +95 2.277652e+06 +96 2.277652e+06 +97 2.259794e+06 +98 1.511523e+07 +99 2.297488e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ISS,MLP,1.1993615627288818,"88 6.708434e+06 +89 5.920262e+06 +90 6.480051e+06 +91 6.824730e+06 +92 6.954397e+06 +93 6.063287e+06 +94 6.318605e+06 +95 6.638792e+06 +96 6.536255e+06 +97 6.383294e+06 +98 6.226970e+06 +99 6.523376e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ITBI,XGBoost,1.0431668758392334,"88 2450735.250 +89 2885996.000 +90 3351504.250 +91 2610997.250 +92 2728894.250 +93 2600775.000 +94 2453401.500 +95 2093592.625 +96 2558736.750 +97 2104093.000 +98 2096142.375 +99 2214430.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,MLP,1.0331602096557617,"88 2.601125e+06 +89 2.599573e+06 +90 2.657734e+06 +91 2.740327e+06 +92 2.822264e+06 +93 2.840793e+06 +94 2.874991e+06 +95 2.911051e+06 +96 2.945501e+06 +97 2.963947e+06 +98 2.970932e+06 +99 2.968162e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,MLP,2.2947680950164795,"88 2.516719e+05 +89 7.533525e+05 +90 6.545486e+05 +91 3.359625e+05 +92 6.081997e+05 +93 2.310332e+06 +94 9.541482e+05 +95 1.294329e+06 +96 1.367063e+06 +97 1.336105e+06 +98 1.570221e+06 +99 1.398438e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,IPTU,MLP,1.9263420104980469,"76 73085.974712 +77 51458.008074 +78 154458.576455 +79 219802.307736 +80 220323.817268 +81 190561.627932 +82 179152.493567 +83 182685.707367 +84 234362.496603 +85 234552.660597 +86 235427.638433 +87 240121.848835 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ISS,XGBoost,2.1929168701171875,"76 84669.992188 +77 84592.914062 +78 91329.789062 +79 87820.054688 +80 89781.718750 +81 84839.156250 +82 81699.734375 +83 81730.085938 +84 80325.328125 +85 71898.242188 +86 80325.328125 +87 71983.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ITBI,SARIMAX,1.5174379348754883,"76 457742.03125 +77 457163.00000 +78 457163.00000 +79 457163.00000 +80 457163.00000 +81 457163.00000 +82 457163.00000 +83 457163.00000 +84 457163.00000 +85 457163.00000 +86 457163.00000 +87 457163.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,XGBoost,0.9163346290588379,"76 1624128.875 +77 1666777.250 +78 1626068.875 +79 1488018.750 +80 1487507.000 +81 1615749.500 +82 1615193.750 +83 1614844.875 +84 1615193.750 +85 1600325.250 +86 1600325.250 +87 1613771.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,SARIMAX,1.055340051651001,"74 137669.843750 +75 201347.250000 +76 194059.390625 +77 195941.765625 +78 195491.390625 +79 369328.343750 +80 251540.531250 +81 369328.343750 +82 369328.343750 +83 369328.343750 +84 369328.343750 +85 329543.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,IPTU,XGBoost,1.4247448444366455,"96 7106.063965 +97 13070.332031 +98 7320.086914 +99 10548.775391 +100 10082.874023 +101 10355.247070 +102 12381.875977 +103 9965.300781 +104 12301.415039 +105 10355.247070 +106 10355.247070 +107 10355.247070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ISS,XGBoost,1.0988824367523193,"96 622881.2500 +97 584663.9375 +98 592154.1250 +99 629785.2500 +100 633013.6875 +101 588558.8125 +102 629436.3125 +103 588248.4375 +104 635135.6875 +105 629436.3125 +106 583208.3750 +107 598912.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ITBI,XGBoost,1.0744109153747559,"92 5791.894531 +93 13726.844727 +94 10240.255859 +95 17558.853516 +96 10767.780273 +97 11039.699219 +98 7350.424316 +99 11630.491211 +100 7211.777344 +101 16195.488281 +102 20587.736328 +103 10167.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,MLP,1.0438706874847412,"96 525727.784422 +97 517856.583566 +98 526618.906498 +99 541249.460744 +100 548953.041238 +101 539390.768629 +102 549633.782389 +103 545927.048770 +104 551327.753500 +105 552881.681931 +106 553695.412789 +107 536154.234346 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,XGBoost,1.0735783576965332,"96 44425.640625 +97 39380.785156 +98 38978.429688 +99 33351.761719 +100 30284.013672 +101 203732.718750 +102 62222.242188 +103 62222.242188 +104 62222.242188 +105 40364.191406 +106 40763.441406 +107 203732.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,IPTU,SARIMAX,1.4412360191345215,"94 89115.367188 +95 110581.335938 +96 118651.562500 +97 155922.625000 +98 137710.593750 +99 136787.437500 +100 339854.718750 +101 226053.468750 +102 217666.781250 +103 180170.625000 +104 239035.609375 +105 763469.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ISS,XGBoost,1.1673951148986816,"96 169328.093750 +97 176703.718750 +98 171370.375000 +99 231852.515625 +100 170031.062500 +101 176550.296875 +102 160023.781250 +103 171481.375000 +104 157981.515625 +105 202741.125000 +106 170031.062500 +107 171762.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ITBI,XGBoost,1.331965446472168,"93 14862.822266 +94 15951.501953 +95 14958.833008 +96 10797.225586 +97 14195.044922 +98 15056.132812 +99 17148.728516 +100 12922.650391 +101 12541.060547 +102 12867.105469 +103 9567.606445 +104 10007.735352 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,XGBoost,1.4739627838134766,"96 1268621.375 +97 1262236.500 +98 1239881.250 +99 1239881.250 +100 1231955.625 +101 1255560.875 +102 1255560.875 +103 1239881.250 +104 1262236.500 +105 1268821.625 +106 1268821.625 +107 1239881.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,MLP,1.129633903503418,"94 -18062.059724 +95 -16697.887242 +96 -54546.139013 +97 -30984.155148 +98 23666.026446 +99 251822.195794 +100 64399.839038 +101 79888.536606 +102 114044.954436 +103 154440.702153 +104 206595.156390 +105 38222.396028 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,IPTU,XGBoost,0.9333782196044922,"86 315383.28125 +87 315329.37500 +88 312905.78125 +89 303210.96875 +90 300698.71875 +91 300698.71875 +92 312905.78125 +93 312905.78125 +94 312905.78125 +95 312905.78125 +96 312905.78125 +97 312905.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ISS,MLP,1.7270212173461914,"96 26014.262867 +97 26526.358323 +98 26162.401822 +99 26081.448112 +100 25706.150127 +101 26546.401723 +102 26596.734703 +103 26498.452105 +104 26754.053536 +105 27011.083528 +106 27512.079531 +107 27488.656852 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,1.441901445388794,"96 44613.621094 +97 39710.183594 +98 30687.816406 +99 28978.203125 +100 28978.203125 +101 32110.031250 +102 26546.261719 +103 30864.773438 +104 28055.394531 +105 29600.248047 +106 28101.128906 +107 32449.068359 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,MLP,1.8439922332763672,"96 564099.251098 +97 556118.406036 +98 565080.168120 +99 579112.288885 +100 592994.230910 +101 575212.500891 +102 586542.135829 +103 593512.111753 +104 598736.157756 +105 600251.499648 +106 599340.566873 +107 603789.908149 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,MLP,1.885305404663086,"96 -30662.848989 +97 40061.106441 +98 23637.975647 +99 -7741.326386 +100 37964.469476 +101 261687.697912 +102 18113.540756 +103 72211.009604 +104 75847.584727 +105 71214.287546 +106 121651.251776 +107 151796.294509 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,IPTU,XGBoost,1.871380090713501,"88 97013.171875 +89 118788.375000 +90 99695.085938 +91 60366.910156 +92 134396.671875 +93 154904.156250 +94 102036.367188 +95 192618.187500 +96 231337.140625 +97 238226.640625 +98 399533.843750 +99 283660.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ISS,MLP,1.1771156787872314,"96 124801.477124 +97 138828.372950 +98 129970.676318 +99 119722.320063 +100 124724.827620 +101 126594.788628 +102 128729.969707 +103 121857.312880 +104 124269.120751 +105 129310.428496 +106 128579.182413 +107 128590.365914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ITBI,XGBoost,1.2330210208892822,"96 33417.316406 +97 30220.498047 +98 38327.023438 +99 52393.730469 +100 41715.160156 +101 43714.664062 +102 29916.416016 +103 38450.812500 +104 38712.851562 +105 40515.320312 +106 43825.468750 +107 43714.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,MLP,1.2667651176452637,"96 9.067379e+05 +97 8.983361e+05 +98 9.171669e+05 +99 9.437805e+05 +100 9.675635e+05 +101 9.571713e+05 +102 9.723543e+05 +103 9.849296e+05 +104 9.957107e+05 +105 1.000477e+06 +106 1.002264e+06 +107 1.004405e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,XGBoost,1.3418495655059814,"92 290091.12500 +93 290040.59375 +94 290040.59375 +95 290091.12500 +96 290040.59375 +97 690406.50000 +98 690406.50000 +99 690406.50000 +100 473837.68750 +101 473837.68750 +102 473837.68750 +103 690457.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,IPTU,SARIMAX,1.2470569610595703,"88 30714.183594 +89 30101.494141 +90 22887.531250 +91 25424.449219 +92 24061.332031 +93 16488.148438 +94 13909.154297 +95 10652.434570 +96 10134.849609 +97 7757.883789 +98 20018.027344 +99 17203.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ISS,XGBoost,1.1108880043029785,"96 19543.095703 +97 37173.691406 +98 49204.636719 +99 49363.246094 +100 49163.621094 +101 37173.691406 +102 37162.296875 +103 49204.636719 +104 49163.621094 +105 49130.039062 +106 49163.621094 +107 49204.636719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ITBI,XGBoost,1.156661033630371,"96 100847.085938 +97 39212.304688 +98 13053.203125 +99 14778.282227 +100 30240.892578 +101 13210.019531 +102 21775.478516 +103 13292.636719 +104 16171.901367 +105 16660.931641 +106 16387.392578 +107 18213.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,XGBoost,2.086843729019165,"96 460129.15625 +97 456797.34375 +98 520227.62500 +99 385037.65625 +100 402377.15625 +101 512574.31250 +102 509437.62500 +103 402863.71875 +104 512574.31250 +105 425145.00000 +106 413426.09375 +107 512574.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,MLP,2.08966064453125,"95 8117.017810 +96 31741.781786 +97 7691.644622 +98 -2759.280074 +99 8477.461986 +100 72245.572266 +101 25896.067240 +102 27233.298802 +103 28855.509984 +104 29581.896858 +105 41350.004784 +106 22964.908077 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,IPTU,AR,1.882620096206665,"96 260330.109375 +97 283376.187500 +98 121882.625000 +99 124633.039062 +100 124633.039062 +101 150237.968750 +102 212960.781250 +103 211747.359375 +104 147584.234375 +105 147584.234375 +106 149515.750000 +107 139007.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ISS,XGBoost,1.0827381610870361,"96 863594.4375 +97 864103.0000 +98 880007.8125 +99 880007.8125 +100 880007.8125 +101 880007.8125 +102 880007.8125 +103 880007.8125 +104 880007.8125 +105 880007.8125 +106 880007.8125 +107 880007.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ITBI,XGBoost,1.1277248859405518,"96 7.233601e+05 +97 1.038566e+06 +98 7.236059e+05 +99 9.952095e+05 +100 9.364814e+05 +101 1.040969e+06 +102 9.952095e+05 +103 9.357894e+05 +104 9.361541e+05 +105 9.361541e+05 +106 9.361541e+05 +107 9.360558e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,MLP,1.0983386039733887,"96 4.903436e+06 +97 4.832827e+06 +98 4.922320e+06 +99 5.065370e+06 +100 5.183748e+06 +101 5.102458e+06 +102 5.193079e+06 +103 5.266522e+06 +104 5.334743e+06 +105 5.367387e+06 +106 5.386486e+06 +107 5.407179e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,XGBoost,1.3037776947021484,"96 6.863464e+05 +97 6.830300e+05 +98 5.348547e+05 +99 4.472133e+05 +100 3.420888e+05 +101 2.007313e+06 +102 7.754084e+05 +103 7.754084e+05 +104 9.469962e+05 +105 6.357414e+05 +106 6.519427e+05 +107 2.006760e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,IPTU,SARIMAX,1.1580438613891602,"81 65583.695312 +82 63081.257812 +83 62917.050781 +84 47620.222656 +85 48484.425781 +86 15495.208008 +87 47620.222656 +88 47620.222656 +89 62052.847656 +90 62052.847656 +91 62052.847656 +92 31973.783203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ISS,XGBoost,1.2654836177825928,"84 40026.433594 +85 47935.328125 +86 48039.000000 +87 47796.437500 +88 48080.933594 +89 47888.597656 +90 43205.992188 +91 43264.199219 +92 42904.417969 +93 43260.695312 +94 43070.300781 +95 43169.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ITBI,XGBoost,1.0614147186279297,"84 357545.28125 +85 372530.37500 +86 372375.03125 +87 385744.62500 +88 385883.34375 +89 372525.40625 +90 372080.18750 +91 372375.03125 +92 385942.46875 +93 386110.87500 +94 385464.00000 +95 385942.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,MLP,1.0324897766113281,"84 1.605499e+06 +85 1.600548e+06 +86 1.623894e+06 +87 1.646743e+06 +88 1.692622e+06 +89 1.656790e+06 +90 1.677487e+06 +91 1.692580e+06 +92 1.701252e+06 +93 1.707488e+06 +94 1.704647e+06 +95 1.720409e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,XGBoost,1.1533753871917725,"84 48226.269531 +85 28972.201172 +86 27335.050781 +87 20327.113281 +88 19847.332031 +89 103890.234375 +90 67992.679688 +91 24857.267578 +92 23436.250000 +93 28279.730469 +94 38620.308594 +95 83565.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,IPTU,MLP,1.3577439785003662,"90 707.566521 +91 -1130.321713 +92 -3503.198965 +93 -9338.137444 +94 -6513.155660 +95 -6299.926725 +96 -7690.584372 +97 -8516.748263 +98 -9973.333032 +99 -11203.173803 +100 -10489.335623 +101 -11114.448391 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ISS,XGBoost,1.8470218181610107,"92 2962.224609 +93 3331.098145 +94 4129.148438 +95 6258.842285 +96 3014.219238 +97 4017.227539 +98 3742.245605 +99 3859.843506 +100 3252.972900 +101 4552.278809 +102 3977.891846 +103 4137.634766 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ITBI,XGBoost,1.985849142074585,"80 10041.509766 +81 3029.064697 +82 3391.635742 +83 5887.527344 +84 4676.734375 +85 12585.100586 +86 8929.288086 +87 7077.549316 +88 6165.657715 +89 8127.075195 +90 2874.809570 +91 7418.807617 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,XGBoost,2.115893602371216,"92 289963.281250 +93 278661.437500 +94 290936.750000 +95 284379.562500 +96 265950.125000 +97 278674.187500 +98 278606.375000 +99 272004.562500 +100 289552.750000 +101 289552.750000 +102 305845.687500 +103 257897.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,MLP,2.049654006958008,"88 -3107.994768 +89 7111.926728 +90 6046.310747 +91 3494.820942 +92 1807.206751 +93 14851.437334 +94 10200.122138 +95 14132.941453 +96 14686.353840 +97 15980.451109 +98 17707.382420 +99 12673.621994 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,IPTU,HWES,1.8702976703643799,"91 140641.953125 +92 20245.556641 +93 4963.359863 +94 5493.533691 +95 3120.770508 +96 13095.395508 +97 49108.507812 +98 10238.773438 +99 6484.518555 +100 5586.250000 +101 5907.860352 +102 14682.125977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ISS,XGBoost,0.9881713390350342,"96 458419.21875 +97 513083.12500 +98 471161.90625 +99 504678.37500 +100 517482.75000 +101 517482.75000 +102 503616.37500 +103 517482.75000 +104 517482.75000 +105 517482.75000 +106 517482.75000 +107 517482.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ITBI,SARIMAX,1.1520674228668213,"96 76371.453125 +97 66862.593750 +98 54195.835938 +99 52745.386719 +100 53462.914062 +101 57091.382812 +102 59069.382812 +103 53377.746094 +104 53377.746094 +105 51013.492188 +106 63896.304688 +107 46152.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,XGBoost,1.8695566654205322,"96 1182972.375 +97 1170247.625 +98 1171133.500 +99 1159002.000 +100 1077582.625 +101 1230237.750 +102 1256646.500 +103 1240756.500 +104 1240178.250 +105 1244350.125 +106 1179208.000 +107 1190914.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,MLP,1.3638572692871094,"96 -13366.180520 +97 82280.274351 +98 46274.082503 +99 -8222.870246 +100 40004.677716 +101 504028.554304 +102 20998.159777 +103 96950.905443 +104 90691.412739 +105 69986.811237 +106 123425.481405 +107 192611.150082 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,IPTU,MLP,1.9049797058105469,"86 8572.016527 +87 9752.532060 +88 8543.008900 +89 6818.410801 +90 8746.094249 +91 10196.704143 +92 10692.714557 +93 10905.923861 +94 11238.888254 +95 11390.205074 +96 12154.336259 +97 13267.716340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ISS,XGBoost,1.0814754962921143,"88 12059.069336 +89 18148.208984 +90 18242.039062 +91 17241.921875 +92 17555.052734 +93 19854.443359 +94 13299.663086 +95 19767.437500 +96 19767.437500 +97 19767.437500 +98 17012.830078 +99 19827.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ITBI,XGBoost,1.8015978336334229,"86 28040.585938 +87 72961.421875 +88 6981.472168 +89 4857.360352 +90 10772.193359 +91 7352.236328 +92 78245.117188 +93 20332.449219 +94 11302.363281 +95 39603.449219 +96 75212.203125 +97 57274.988281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,MLP,1.1574182510375977,"88 424801.761082 +89 424411.146951 +90 435892.874628 +91 448881.638015 +92 467746.679000 +93 463505.931472 +94 472515.839402 +95 481268.180162 +96 487318.642469 +97 491102.209339 +98 490781.855489 +99 495517.999015 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,MLP,1.289201021194458,"87 4013.729668 +88 14275.913043 +89 10580.602854 +90 3238.166697 +91 9209.649207 +92 34632.058831 +93 16496.256912 +94 24778.378114 +95 26628.425231 +96 28113.284991 +97 33360.311726 +98 20879.159196 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,IPTU,AR,1.7774341106414795,"96 1618078.875 +97 1312424.125 +98 1729757.000 +99 1709373.125 +100 1675338.375 +101 1602418.500 +102 1628514.250 +103 1924967.625 +104 1616900.125 +105 1616900.125 +106 1630480.000 +107 1734457.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ISS,MLP,2.271613121032715,"96 2.233268e+06 +97 2.104948e+06 +98 2.175885e+06 +99 2.211369e+06 +100 2.288476e+06 +101 2.186378e+06 +102 2.196869e+06 +103 2.310502e+06 +104 2.267317e+06 +105 2.282703e+06 +106 2.283991e+06 +107 2.380872e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ITBI,XGBoost,1.843623161315918,"96 1.115459e+06 +97 8.729191e+05 +98 9.268222e+05 +99 8.296149e+05 +100 9.141616e+05 +101 7.443602e+05 +102 7.606185e+05 +103 8.520169e+05 +104 8.493705e+05 +105 7.864966e+05 +106 8.398796e+05 +107 7.515926e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,XGBoost,1.1340715885162354,"96 1665489.750 +97 1673232.000 +98 1628980.875 +99 1628980.875 +100 1635762.250 +101 1738597.750 +102 1673232.000 +103 1673232.000 +104 1673232.000 +105 1670025.250 +106 1664307.750 +107 1758046.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,SARIMAX,1.9702444076538086,"96 4.701718e+05 +97 3.465978e+05 +98 3.326549e+05 +99 2.714229e+05 +100 2.300867e+05 +101 1.722168e+06 +102 3.541926e+05 +103 5.090028e+05 +104 7.409859e+05 +105 5.273309e+05 +106 5.468842e+05 +107 1.889715e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,IPTU,SARIMAX,1.7952592372894287,"80 218643.125000 +81 64296.722656 +82 216790.937500 +83 41468.769531 +84 188742.734375 +85 188742.734375 +86 188871.000000 +87 188871.000000 +88 188871.000000 +89 188742.734375 +90 188871.000000 +91 188871.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ISS,XGBoost,1.013904333114624,"96 56446.437500 +97 56586.886719 +98 83393.304688 +99 83393.304688 +100 83633.546875 +101 83400.421875 +102 83393.304688 +103 83393.304688 +104 83393.304688 +105 83393.304688 +106 83393.304688 +107 83393.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ITBI,MLP,2.0227136611938477,"94 24405.597951 +95 16306.941505 +96 24198.973326 +97 22198.232135 +98 24824.555015 +99 20304.084276 +100 17775.747547 +101 22728.578453 +102 18479.302112 +103 18561.661511 +104 15505.414025 +105 16848.024657 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,MLP,1.124389886856079,"96 483009.344165 +97 542527.598408 +98 523567.120428 +99 530636.659343 +100 546894.807441 +101 521880.306366 +102 545275.609783 +103 531220.186717 +104 539481.380206 +105 539857.898954 +106 535718.824035 +107 545317.395770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,MLP,1.319037914276123,"96 56677.919109 +97 168727.809437 +98 68707.434312 +99 70619.264454 +100 104930.839861 +101 198010.987087 +102 172123.348454 +103 183341.222962 +104 218874.169797 +105 258022.543382 +106 318406.025447 +107 359067.197396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,IPTU,SARIMAX,2.2004480361938477,"96 99761.585938 +97 14175.327148 +98 17684.712891 +99 22353.970703 +100 7449.237793 +101 9885.383789 +102 29976.869141 +103 22289.642578 +104 22335.007812 +105 99662.562500 +106 11751.599609 +107 14167.231445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ISS,XGBoost,1.6709797382354736,"96 39317.609375 +97 32539.988281 +98 29622.273438 +99 30091.589844 +100 31308.791016 +101 27443.439453 +102 28842.160156 +103 28848.500000 +104 29152.939453 +105 27229.021484 +106 27394.212891 +107 26255.685547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ITBI,XGBoost,1.3425123691558838,"95 36745.585938 +96 60526.902344 +97 67873.562500 +98 67047.593750 +99 4591.291016 +100 6983.276855 +101 13290.773438 +102 11711.933594 +103 45713.746094 +104 33410.285156 +105 43434.132812 +106 49629.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,MLP,1.359975814819336,"96 528575.595808 +97 524226.199628 +98 532343.382466 +99 542165.202913 +100 555577.141909 +101 541937.412132 +102 550775.071952 +103 556365.989788 +104 560256.262900 +105 562486.529814 +106 562286.368733 +107 567256.538778 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,MLP,2.156865119934082,"96 -8324.740737 +97 42530.369855 +98 43801.966773 +99 37511.110554 +100 62887.787419 +101 222227.832071 +102 60109.923978 +103 99931.318743 +104 112588.504560 +105 125476.363663 +106 155840.071057 +107 165617.674083 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,IPTU,HWES,3.3202192783355713,"93 6915.787109 +94 5408.736816 +95 3116.416016 +96 3615.129883 +97 4039.711914 +98 11139.451172 +99 4547.002441 +100 3868.239258 +101 3112.552490 +102 3728.397217 +103 3112.552490 +104 10801.831055 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ISS,SES,2.7421255111694336,"96 27323.126953 +97 26753.386719 +98 26834.623047 +99 27663.121094 +100 27662.785156 +101 29080.250000 +102 29052.187500 +103 29052.187500 +104 29052.187500 +105 29052.187500 +106 29052.187500 +107 29058.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,1.852052927017212,"95 8270.023438 +96 14198.570312 +97 8608.958984 +98 13787.209961 +99 7465.689453 +100 5524.948730 +101 6338.755371 +102 11957.249023 +103 6843.294922 +104 7766.132324 +105 7453.096680 +106 5900.571777 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.1891095638275146,"96 425641.46875 +97 433146.62500 +98 390787.53125 +99 379060.37500 +100 370633.59375 +101 402465.18750 +102 432212.21875 +103 432212.21875 +104 425779.90625 +105 385719.46875 +106 374469.65625 +107 398115.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,MLP,2.26556134223938,"96 -10160.512341 +97 37748.923150 +98 47524.438318 +99 34709.642485 +100 44784.394152 +101 220712.818426 +102 57897.234773 +103 105377.817568 +104 126323.112631 +105 138522.945847 +106 173252.304673 +107 221954.106257 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,IPTU,MLP,2.5334372520446777,"91 25535.708749 +92 15195.707229 +93 9487.115736 +94 -13317.169721 +95 -22787.056522 +96 -3835.388195 +97 740.176775 +98 -1415.856395 +99 -2607.168277 +100 -11788.078739 +101 -15167.338774 +102 -6568.907935 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ISS,MLP,1.694808006286621,"96 50017.217342 +97 53628.614061 +98 56301.679781 +99 56933.261636 +100 58205.792575 +101 58624.409644 +102 61518.173393 +103 63022.690110 +104 64629.615698 +105 64195.622127 +106 65882.436259 +107 67320.802118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ITBI,HWES,3.293718099594116,"96 11086.943359 +97 11086.428711 +98 8209.157227 +99 9061.313477 +100 6414.903809 +101 6537.527344 +102 15033.553711 +103 15163.407227 +104 15953.169922 +105 12284.211914 +106 12309.281250 +107 10878.291992 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,MLP,1.2447683811187744,"96 499247.338904 +97 493773.930259 +98 502075.000779 +99 512593.742251 +100 523378.797886 +101 511897.766030 +102 520546.108525 +103 525642.429439 +104 529285.178962 +105 530636.119303 +106 530385.658429 +107 533099.782189 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,MLP,1.1683318614959717,"89 -5838.946086 +90 12409.976165 +91 4064.614158 +92 -2918.849290 +93 1737.092085 +94 26850.438320 +95 -9718.760249 +96 -3631.441657 +97 -5186.771679 +98 -8427.949713 +99 -10036.944410 +100 -55602.803120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,IPTU,XGBoost,1.499908685684204,"96 19632.382812 +97 15585.243164 +98 20985.876953 +99 25628.357422 +100 17973.744141 +101 18803.164062 +102 10586.294922 +103 11437.310547 +104 14336.573242 +105 25755.001953 +106 15726.235352 +107 12665.614258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ISS,SES,1.1181256771087646,"96 42862.695312 +97 44531.546875 +98 44547.855469 +99 44529.964844 +100 44530.281250 +101 48894.359375 +102 48894.359375 +103 48894.359375 +104 48894.359375 +105 48894.359375 +106 48894.359375 +107 48894.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ITBI,SES,1.0519115924835205,"95 15122.558594 +96 25440.375000 +97 16985.375000 +98 37224.109375 +99 36872.367188 +100 12072.464844 +101 21013.183594 +102 15842.743164 +103 17091.308594 +104 21467.478516 +105 36921.042969 +106 40653.042969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,MLP,2.5674614906311035,"96 721785.191150 +97 640421.166758 +98 667153.420370 +99 699544.862039 +100 741319.621219 +101 551672.680894 +102 585732.392664 +103 603973.261168 +104 583100.662462 +105 550528.885768 +106 501424.453770 +107 567853.714061 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,MLP,1.9486489295959473,"95 6843.891668 +96 39778.383906 +97 82432.707503 +98 99767.254896 +99 117314.867288 +100 378920.582355 +101 180330.565244 +102 269111.215766 +103 378611.365701 +104 491803.219064 +105 635416.402382 +106 820093.000018 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,IPTU,SARIMAX,1.9564507007598877,"96 22528.375000 +97 21876.716797 +98 22351.388672 +99 22258.353516 +100 22462.683594 +101 22735.843750 +102 22627.156250 +103 22627.156250 +104 32132.472656 +105 32466.568359 +106 22984.900391 +107 23760.630859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ISS,AR,2.4577221870422363,"96 149448.203125 +97 141850.218750 +98 152440.750000 +99 142050.781250 +100 142092.093750 +101 152440.750000 +102 152440.750000 +103 149496.578125 +104 152440.750000 +105 149496.578125 +106 150214.281250 +107 152440.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ITBI,SES,2.7975199222564697,"96 60421.496094 +97 60583.734375 +98 57562.976562 +99 60795.902344 +100 60520.851562 +101 60792.878906 +102 60583.734375 +103 60795.902344 +104 60583.734375 +105 60583.734375 +106 60795.902344 +107 60795.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,MLP,2.012288808822632,"96 9.950421e+05 +97 9.715284e+05 +98 9.725991e+05 +99 1.000191e+06 +100 9.946797e+05 +101 1.013748e+06 +102 1.017486e+06 +103 1.021827e+06 +104 1.038784e+06 +105 1.048686e+06 +106 1.061938e+06 +107 1.046766e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,MLP,2.8329529762268066,"96 6982.747205 +97 99827.020008 +98 95228.899974 +99 92404.772165 +100 148695.973701 +101 592227.045711 +102 169205.095837 +103 261954.348895 +104 297042.364000 +105 335332.757614 +106 417603.984631 +107 513503.217669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,IPTU,XGBoost,1.7298610210418701,"95 59509.980469 +96 13113.651367 +97 9747.156250 +98 11982.678711 +99 4323.151855 +100 5485.358887 +101 19344.429688 +102 5708.670410 +103 6878.428223 +104 5113.947754 +105 7276.743164 +106 6478.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ISS,XGBoost,1.1641960144042969,"96 97481.406250 +97 99086.210938 +98 101331.742188 +99 127895.828125 +100 98700.203125 +101 126188.101562 +102 127918.398438 +103 129576.164062 +104 126629.203125 +105 125229.687500 +106 103363.773438 +107 127340.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ITBI,XGBoost,1.2703735828399658,"91 4.521056e+05 +92 2.869627e+05 +93 2.179675e+05 +94 1.179502e+06 +95 1.179365e+06 +96 1.179365e+06 +97 1.179365e+06 +98 1.179365e+06 +99 1.179365e+06 +100 1.179365e+06 +101 1.179365e+06 +102 1.179365e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,MLP,0.9082245826721191,"96 1.308679e+06 +97 1.291668e+06 +98 1.306196e+06 +99 1.334617e+06 +100 1.358143e+06 +101 1.341142e+06 +102 1.357167e+06 +103 1.369966e+06 +104 1.384797e+06 +105 1.393315e+06 +106 1.399319e+06 +107 1.402313e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,XGBoost,1.1734414100646973,"96 59489.066406 +97 54314.078125 +98 54404.484375 +99 17388.240234 +100 10029.120117 +101 239969.000000 +102 66859.664062 +103 66770.726562 +104 67075.843750 +105 71125.414062 +106 66666.546875 +107 246080.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,XGBoost,1.2663726806640625,"75 15408.912109 +76 13560.808594 +77 10758.739258 +78 11916.867188 +79 14109.923828 +80 14493.762695 +81 14174.874023 +82 15155.749023 +83 15899.156250 +84 14591.509766 +85 14591.200195 +86 13734.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,MLP,1.1986174583435059,"96 24007.793891 +97 23900.596344 +98 14741.769037 +99 18021.752832 +100 14980.215329 +101 19554.043003 +102 15568.647237 +103 14268.784669 +104 17579.533230 +105 16636.240733 +106 18137.861834 +107 16432.370677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,XGBoost,1.9827651977539062,"84 6605.451172 +85 5397.341309 +86 3563.014160 +87 3545.039795 +88 979.957458 +89 4245.205566 +90 1690.634888 +91 4673.945801 +92 1651.964233 +93 1195.084106 +94 2103.280029 +95 4555.406738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,MLP,2.4193482398986816,"96 464963.643853 +97 452027.124410 +98 449389.209844 +99 460315.010393 +100 451972.238849 +101 464262.686014 +102 463279.472208 +103 462474.359765 +104 468684.328677 +105 471899.592018 +106 476461.705991 +107 466037.158877 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,XGBoost,2.838796854019165,"96 21691.458984 +97 21274.843750 +98 20932.148438 +99 20932.148438 +100 20932.148438 +101 100780.203125 +102 40951.957031 +103 37313.703125 +104 37975.855469 +105 37975.855469 +106 46414.363281 +107 85626.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,HWES,1.9628963470458984,"87 97715.859375 +88 39451.445312 +89 36770.691406 +90 36723.121094 +91 36723.121094 +92 36754.417969 +93 39426.570312 +94 39467.718750 +95 39467.718750 +96 39467.718750 +97 39467.718750 +98 39467.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ISS,XGBoost,1.1591262817382812,"96 13745.615234 +97 12856.750977 +98 11631.176758 +99 13886.887695 +100 12903.313477 +101 14782.538086 +102 14837.699219 +103 12366.803711 +104 13922.695312 +105 14574.681641 +106 14348.789062 +107 15669.526367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,XGBoost,1.1074633598327637,"94 250300.140625 +95 65792.515625 +96 96556.054688 +97 64615.464844 +98 102585.101562 +99 78005.492188 +100 129834.625000 +101 246117.734375 +102 318396.500000 +103 318611.468750 +104 296463.437500 +105 309058.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,MLP,1.2000939846038818,"96 757615.899545 +97 750297.626971 +98 938282.868085 +99 738173.342302 +100 838551.965903 +101 829330.687029 +102 848231.005446 +103 865880.896942 +104 831945.640192 +105 849647.342977 +106 855065.793836 +107 855350.395864 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,MLP,1.1963858604431152,"96 3.456134e+04 +97 7.505351e+04 +98 -8.156799e+05 +99 6.990598e+04 +100 -4.019159e+05 +101 -9.133106e+05 +102 -1.511980e+06 +103 -2.719955e+06 +104 -2.933841e+06 +105 -6.151782e+06 +106 -9.758991e+06 +107 -1.546714e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,IPTU,MLP,2.0248770713806152,"96 11816.141131 +97 3241.046261 +98 -45121.614483 +99 -32739.598343 +100 -15449.785547 +101 -13282.031720 +102 -24310.657116 +103 -33026.076927 +104 -63475.409584 +105 -55806.038556 +106 -51556.648566 +107 -58295.286746 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ISS,XGBoost,2.3017313480377197,"96 32546.138672 +97 29042.689453 +98 28972.142578 +99 38487.675781 +100 27298.093750 +101 30086.818359 +102 30104.890625 +103 36546.968750 +104 28340.214844 +105 25307.712891 +106 35513.289062 +107 36512.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ITBI,XGBoost,1.7590899467468262,"94 23534.205078 +95 18938.041016 +96 18206.083984 +97 51567.765625 +98 25928.156250 +99 25774.816406 +100 21470.736328 +101 21365.863281 +102 12674.226562 +103 16806.164062 +104 12659.800781 +105 12659.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,XGBoost,1.3235809803009033,"96 427425.65625 +97 406899.90625 +98 385526.65625 +99 365936.56250 +100 389831.75000 +101 414491.37500 +102 422472.34375 +103 422663.15625 +104 428987.90625 +105 490068.12500 +106 392088.87500 +107 450418.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,SARIMAX,1.1308307647705078,"96 21452.585938 +97 22489.632812 +98 16782.859375 +99 15100.396484 +100 14848.737305 +101 41120.683594 +102 20876.298828 +103 20162.039062 +104 20784.791016 +105 20494.841797 +106 20948.564453 +107 83337.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,IPTU,HWES,1.789811372756958,"83 3.886350e+05 +84 4.185024e+05 +85 4.249291e+05 +86 4.037635e+05 +87 1.930746e+06 +88 5.724444e+05 +89 4.395240e+05 +90 6.461813e+05 +91 5.743646e+05 +92 6.461813e+05 +93 2.949430e+06 +94 1.004823e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ISS,MLP,1.9231915473937988,"84 643878.262273 +85 619113.715485 +86 646606.500441 +87 645800.149892 +88 634042.714344 +89 620582.893515 +90 599244.826495 +91 646623.974472 +92 629223.974292 +93 632464.910374 +94 647237.203134 +95 658993.324964 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ITBI,XGBoost,1.7867107391357422,"84 362294.43750 +85 381793.87500 +86 319975.12500 +87 272492.06250 +88 271626.31250 +89 317389.25000 +90 381793.87500 +91 304882.03125 +92 372181.12500 +93 308153.62500 +94 310724.53125 +95 303385.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,MLP,2.07680344581604,"84 1.649007e+06 +85 1.631205e+06 +86 1.647582e+06 +87 1.680334e+06 +88 1.711987e+06 +89 1.697142e+06 +90 1.712828e+06 +91 1.727591e+06 +92 1.744921e+06 +93 1.755357e+06 +94 1.761356e+06 +95 1.764239e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,XGBoost,2.5699856281280518,"84 3.887252e+05 +85 3.876902e+05 +86 3.711310e+05 +87 3.891166e+05 +88 3.715224e+05 +89 1.654340e+06 +90 3.923013e+05 +91 3.923013e+05 +92 5.628442e+05 +93 5.628442e+05 +94 5.799485e+05 +95 1.350014e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,IPTU,XGBoost,1.5293641090393066,"90 8971.755859 +91 8533.492188 +92 6729.098633 +93 4231.785156 +94 4585.833008 +95 2464.993652 +96 7877.895996 +97 7877.895996 +98 6885.291992 +99 5771.556641 +100 2100.350830 +101 5665.491211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ISS,XGBoost,1.7739710807800293,"96 15672.406250 +97 17387.486328 +98 17500.513672 +99 17292.728516 +100 17745.412109 +101 17292.728516 +102 17292.728516 +103 17292.728516 +104 17292.728516 +105 17292.728516 +106 17292.728516 +107 17292.728516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ITBI,XGBoost,1.9848852157592773,"96 31377.550781 +97 4466.012695 +98 4021.868408 +99 6011.545898 +100 4708.751953 +101 10928.968750 +102 25315.314453 +103 10129.288086 +104 9796.685547 +105 11809.453125 +106 8155.372559 +107 12789.754883 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,MLP,1.1338233947753906,"96 502634.192128 +97 471234.308380 +98 473531.121523 +99 476197.630494 +100 510848.424543 +101 439370.950261 +102 459396.486314 +103 474212.690294 +104 481263.574202 +105 486205.279680 +106 466067.951318 +107 503619.309131 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,MLP,2.108520746231079,"96 -7033.930353 +97 29089.617448 +98 20642.377211 +99 22847.648449 +100 54404.210307 +101 146316.609339 +102 37154.236093 +103 72374.582650 +104 78246.170234 +105 90935.572699 +106 113128.208568 +107 140636.542733 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,IPTU,Prophet,1.99397873878479,"93 1.392391e+06 +94 1.824576e+06 +95 3.079311e+05 +96 2.927038e+05 +97 3.499135e+05 +98 9.839704e+05 +99 9.839704e+05 +100 3.615482e+05 +101 3.615482e+05 +102 3.615482e+05 +103 3.615482e+05 +104 3.615482e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ISS,SARIMAX,1.9236843585968018,"96 346064.81250 +97 354730.53125 +98 346521.65625 +99 490693.03125 +100 373379.43750 +101 373379.43750 +102 373379.43750 +103 363033.59375 +104 373379.43750 +105 363033.59375 +106 373379.43750 +107 373379.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ITBI,SES,1.5760524272918701,"96 71525.500000 +97 91497.882812 +98 104684.289062 +99 98016.937500 +100 95497.007812 +101 99412.859375 +102 93106.812500 +103 96284.148438 +104 95916.781250 +105 99500.890625 +106 99321.109375 +107 96389.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,MLP,1.2589221000671387,"96 1.644528e+06 +97 1.614541e+06 +98 1.643525e+06 +99 1.675532e+06 +100 1.719857e+06 +101 1.627468e+06 +102 1.670116e+06 +103 1.690099e+06 +104 1.696134e+06 +105 1.695024e+06 +106 1.681596e+06 +107 1.712908e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,MLP,1.2731132507324219,"96 6862.008588 +97 122650.071574 +98 144013.029460 +99 73977.821815 +100 161879.278983 +101 989883.954660 +102 211895.191628 +103 337144.987148 +104 399034.881519 +105 417816.019351 +106 538753.774491 +107 605161.009020 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,IPTU,XGBoost,2.191736936569214,"96 10483.619141 +97 8087.055176 +98 5779.723633 +99 3781.005371 +100 2834.135986 +101 10851.747070 +102 5490.801758 +103 12636.295898 +104 3344.786133 +105 10611.849609 +106 5416.897949 +107 5658.839355 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ISS,SARIMAX,4.167569160461426,"96 41039.210938 +97 34528.578125 +98 50602.109375 +99 24975.654297 +100 24522.050781 +101 25191.265625 +102 23461.123047 +103 22809.626953 +104 25241.609375 +105 32876.992188 +106 32605.759766 +107 48457.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ITBI,XGBoost,1.4697604179382324,"94 8598.252930 +95 31401.289062 +96 9712.425781 +97 9211.792969 +98 27457.970703 +99 17466.544922 +100 28809.312500 +101 13628.974609 +102 15413.493164 +103 10760.558594 +104 10342.486328 +105 20843.732422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,MLP,1.0920755863189697,"96 405796.292914 +97 400958.332403 +98 409357.842894 +99 417603.502615 +100 430665.630037 +101 411178.333056 +102 421617.930480 +103 427097.569952 +104 428978.983529 +105 429503.631287 +106 426544.637245 +107 434243.075840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,SARIMAX,1.4424314498901367,"95 6594.489746 +96 4911.782715 +97 5091.440430 +98 4773.392090 +99 3448.282715 +100 47099.070312 +101 23233.796875 +102 23233.796875 +103 16346.097656 +104 16346.097656 +105 20759.677734 +106 48730.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,IPTU,XGBoost,1.9242398738861084,"95 846726.500000 +96 851523.687500 +97 253659.343750 +98 257107.734375 +99 277220.906250 +100 260772.015625 +101 274076.468750 +102 212858.171875 +103 860679.687500 +104 253234.875000 +105 231201.578125 +106 276452.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ISS,XGBoost,1.224233627319336,"96 327085.87500 +97 315524.34375 +98 326920.68750 +99 310827.90625 +100 352596.25000 +101 376681.12500 +102 353146.87500 +103 349228.00000 +104 349778.65625 +105 337149.12500 +106 375778.12500 +107 342588.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ITBI,SARIMAX,1.189624309539795,"96 174274.343750 +97 205110.718750 +98 197731.296875 +99 215689.750000 +100 209139.406250 +101 218694.453125 +102 183987.937500 +103 210978.656250 +104 209139.406250 +105 261258.046875 +106 209139.406250 +107 376086.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,MLP,2.0275468826293945,"96 2.597100e+06 +97 2.559022e+06 +98 2.589615e+06 +99 2.661043e+06 +100 2.973608e+06 +101 2.713636e+06 +102 2.811127e+06 +103 2.849430e+06 +104 2.900962e+06 +105 2.936472e+06 +106 2.981936e+06 +107 2.853697e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,XGBoost,1.5664494037628174,"96 224174.156250 +97 160772.750000 +98 100068.687500 +99 78213.109375 +100 60538.871094 +101 692272.625000 +102 116580.804688 +103 217664.921875 +104 215716.843750 +105 249536.890625 +106 252486.359375 +107 822943.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,IPTU,AR,1.3434898853302002,"96 133448.218750 +97 238839.843750 +98 208778.359375 +99 138244.000000 +100 140727.703125 +101 586527.875000 +102 209901.359375 +103 234977.015625 +104 234920.281250 +105 211070.921875 +106 210786.687500 +107 529500.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ISS,MLP,1.3465774059295654,"96 413286.921048 +97 440437.866935 +98 472383.894910 +99 497320.670908 +100 500687.164402 +101 401927.606618 +102 456924.749494 +103 458214.562542 +104 448569.920172 +105 429703.786752 +106 407828.729189 +107 418800.408009 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ITBI,XGBoost,1.3969061374664307,"94 42821.066406 +95 52135.652344 +96 60790.445312 +97 66112.015625 +98 43216.687500 +99 53344.968750 +100 59239.187500 +101 87500.398438 +102 53775.652344 +103 29185.558594 +104 61447.867188 +105 88343.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,MLP,1.178729772567749,"96 1.414087e+06 +97 1.404609e+06 +98 1.425627e+06 +99 1.464242e+06 +100 1.480980e+06 +101 1.511530e+06 +102 1.522090e+06 +103 1.550385e+06 +104 1.575948e+06 +105 1.592484e+06 +106 1.610798e+06 +107 1.611471e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,MLP,1.1491541862487793,"94 31529.718528 +95 34335.247455 +96 79274.759669 +97 55040.553866 +98 8176.971057 +99 99141.596654 +100 36839.509001 +101 41720.648868 +102 80809.431741 +103 82629.925326 +104 69365.616514 +105 -9608.744588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,IPTU,XGBoost,1.1319715976715088,"67 64619.523438 +68 54627.410156 +69 36085.378906 +70 8037.278320 +71 10317.544922 +72 18288.990234 +73 18288.990234 +74 20051.324219 +75 1704.739014 +76 1162.703613 +77 1596.102905 +78 1132.045044 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ISS,XGBoost,1.8847298622131348,"96 75931.710938 +97 39627.953125 +98 39655.300781 +99 33943.613281 +100 39601.593750 +101 33943.613281 +102 33943.613281 +103 33943.613281 +104 39519.156250 +105 39601.593750 +106 39519.156250 +107 39655.300781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ITBI,Prophet,2.1641976833343506,"93 57842.496094 +94 18659.785156 +95 41161.394531 +96 40646.859375 +97 15883.178711 +98 40694.968750 +99 17013.792969 +100 62192.175781 +101 17448.615234 +102 35559.550781 +103 37178.917969 +104 17234.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,MLP,1.41806960105896,"96 498274.379113 +97 491825.169400 +98 498109.999721 +99 507904.444059 +100 517881.234146 +101 505613.879202 +102 512922.953580 +103 517513.295881 +104 521555.745367 +105 523459.416992 +106 523854.868256 +107 526484.608228 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,MLP,1.6145784854888916,"95 -12774.101855 +96 13928.998600 +97 14726.018710 +98 10433.260475 +99 23657.143906 +100 132988.718619 +101 18328.452668 +102 39084.603291 +103 49082.299162 +104 54041.204600 +105 69420.670656 +106 58521.019476 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,IPTU,AR,1.0507848262786865,"96 1.563148e+06 +97 1.645312e+06 +98 1.520146e+06 +99 7.583052e+05 +100 4.523298e+05 +101 3.406621e+05 +102 1.347335e+06 +103 1.382530e+06 +104 1.366865e+06 +105 7.935380e+05 +106 7.389474e+05 +107 7.272439e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ISS,Prophet,1.0506541728973389,"96 11033946.0 +97 9780645.0 +98 10576518.0 +99 10577209.0 +100 10542496.0 +101 10657947.0 +102 10739270.0 +103 11217924.0 +104 10161594.0 +105 10737907.0 +106 10737907.0 +107 10041679.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ITBI,SARIMAX,1.0698730945587158,"96 8.958570e+05 +97 1.038332e+06 +98 9.925596e+05 +99 1.019862e+06 +100 9.649459e+05 +101 7.079526e+05 +102 9.262909e+05 +103 8.544431e+05 +104 8.445591e+05 +105 8.489239e+05 +106 8.645459e+05 +107 9.112224e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,XGBoost,1.1297636032104492,"96 16447549.0 +97 16138621.0 +98 16099549.0 +99 17139862.0 +100 16538267.0 +101 15868665.0 +102 17631476.0 +103 15378498.0 +104 17129896.0 +105 15868665.0 +106 17303892.0 +107 14832338.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,XGBoost,1.631650686264038,"96 2297177.500 +97 2230928.500 +98 1778949.375 +99 1647101.750 +100 1232405.625 +101 6666536.000 +102 2162695.500 +103 2162695.500 +104 2726388.750 +105 2724794.000 +106 2500337.250 +107 6668609.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,IPTU,SARIMAX,1.3531129360198975,"96 13109.589844 +97 12101.896484 +98 7093.246094 +99 10803.769531 +100 17202.359375 +101 13222.250977 +102 14164.330078 +103 24522.316406 +104 9840.450195 +105 12012.732422 +106 19401.650391 +107 13496.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ISS,XGBoost,1.819808006286621,"96 29427.472656 +97 28372.484375 +98 28428.976562 +99 40052.242188 +100 30156.140625 +101 29096.939453 +102 36120.972656 +103 36094.660156 +104 29159.054688 +105 30917.849609 +106 36094.660156 +107 36094.660156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ITBI,MLP,2.091404438018799,"96 18484.104762 +97 -819.724799 +98 13794.267192 +99 8864.318792 +100 4427.296290 +101 6385.201540 +102 -1665.149202 +103 3878.547387 +104 7380.677930 +105 7200.061872 +106 8978.110118 +107 12355.832164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,MLP,1.1146693229675293,"96 661259.703314 +97 651164.738036 +98 658408.171742 +99 673298.438951 +100 683944.141858 +101 674291.514540 +102 682635.569601 +103 688897.821249 +104 696358.610674 +105 700182.463627 +106 703119.716839 +107 703754.941896 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,MLP,1.301896572113037,"96 8191.302584 +97 64034.631582 +98 68282.307818 +99 66759.420814 +100 100576.332413 +101 369805.132011 +102 124567.245116 +103 191525.675550 +104 224597.822844 +105 261838.872483 +106 329691.287261 +107 438021.592704 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,XGBoost,1.1133227348327637,"96 1.540935e+06 +97 1.259562e+06 +98 1.007950e+06 +99 1.013064e+06 +100 1.027561e+06 +101 1.550314e+06 +102 1.675204e+06 +103 1.573038e+06 +104 9.947839e+05 +105 1.014959e+06 +106 1.542767e+06 +107 1.666132e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,XGBoost,1.0778474807739258,"96 9.480206e+05 +97 8.729012e+05 +98 8.518148e+05 +99 8.882344e+05 +100 9.700832e+05 +101 1.054824e+06 +102 9.556691e+05 +103 9.396568e+05 +104 9.019942e+05 +105 8.969302e+05 +106 9.123964e+05 +107 1.046700e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,MLP,1.0301949977874756,"96 7.719584e+05 +97 8.654613e+05 +98 1.231226e+06 +99 1.348657e+06 +100 1.880326e+06 +101 3.702943e+05 +102 1.226367e+06 +103 1.245019e+06 +104 8.517774e+05 +105 5.341547e+05 +106 -5.248525e+05 +107 7.892965e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,MLP,1.097024917602539,"96 5.103440e+06 +97 5.039320e+06 +98 5.086711e+06 +99 5.219699e+06 +100 5.282272e+06 +101 5.330490e+06 +102 5.379063e+06 +103 5.428560e+06 +104 5.506159e+06 +105 5.551446e+06 +106 5.594720e+06 +107 5.571789e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,SARIMAX,2.1124989986419678,"96 1269170.625 +97 1267510.250 +98 818036.375 +99 760898.875 +100 756604.875 +101 3002465.750 +102 2117796.250 +103 2018959.125 +104 1276804.875 +105 1281986.875 +106 1281986.875 +107 3001929.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,IPTU,SARIMAX,1.710207223892212,"96 2.172013e+06 +97 2.201336e+06 +98 2.080624e+06 +99 9.353562e+05 +100 9.329881e+05 +101 9.232202e+05 +102 2.300158e+06 +103 2.291700e+06 +104 2.924975e+06 +105 2.127547e+06 +106 2.201359e+06 +107 2.386810e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ISS,MLP,1.100517749786377,"96 1.079106e+06 +97 1.111072e+06 +98 1.141905e+06 +99 1.118191e+06 +100 1.111404e+06 +101 1.160078e+06 +102 1.166247e+06 +103 1.174325e+06 +104 1.177920e+06 +105 1.194490e+06 +106 1.213571e+06 +107 1.219039e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ITBI,HWES,1.582371711730957,"96 1318004.375 +97 1318004.375 +98 1318004.375 +99 1318004.375 +100 1318004.375 +101 1318004.375 +102 1318004.375 +103 1318004.375 +104 1318004.375 +105 1318004.375 +106 1318004.375 +107 1318004.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,MLP,1.1711268424987793,"96 4.694709e+06 +97 4.662599e+06 +98 4.733730e+06 +99 4.827955e+06 +100 4.944901e+06 +101 4.903456e+06 +102 4.965051e+06 +103 5.017816e+06 +104 5.069153e+06 +105 5.102002e+06 +106 5.120083e+06 +107 5.139273e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,MLP,1.689765214920044,"96 -1.023790e+05 +97 2.423308e+05 +98 1.153857e+05 +99 -1.136534e+05 +100 -5.884362e+04 +101 1.452576e+06 +102 -4.011339e+04 +103 2.213865e+05 +104 1.791826e+05 +105 6.328889e+04 +106 1.498705e+05 +107 3.376059e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,XGBoost,1.4561612606048584,"96 1406383.375 +97 1396303.125 +98 1413767.750 +99 1640982.375 +100 1630166.875 +101 1609483.125 +102 1663755.875 +103 1663755.875 +104 1477818.875 +105 1477818.875 +106 1618003.875 +107 1619406.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ISS,SARIMAX,1.3242955207824707,"96 1308690.500 +97 1282458.625 +98 1282458.625 +99 1347219.750 +100 1344306.125 +101 1344802.000 +102 1344802.000 +103 1344802.000 +104 1344802.000 +105 1344306.125 +106 1344306.125 +107 1344306.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,SARIMAX,1.0860633850097656,"96 510944.78125 +97 810648.37500 +98 806939.31250 +99 657106.81250 +100 818140.81250 +101 823471.50000 +102 811588.31250 +103 811677.25000 +104 811633.87500 +105 811541.75000 +106 823471.50000 +107 825784.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,MLP,1.2785732746124268,"96 4.952155e+06 +97 4.894056e+06 +98 4.959502e+06 +99 5.076144e+06 +100 5.171444e+06 +101 5.118971e+06 +102 5.183236e+06 +103 5.234699e+06 +104 5.291420e+06 +105 5.322109e+06 +106 5.342649e+06 +107 5.349064e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.0460264682769775,"96 1.161753e+06 +97 8.626696e+05 +98 8.158049e+05 +99 7.975419e+05 +100 5.724742e+05 +101 3.000181e+06 +102 9.786419e+05 +103 1.281596e+06 +104 1.325609e+06 +105 1.343119e+06 +106 1.294508e+06 +107 2.587000e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,IPTU,SARIMAX,1.2796587944030762,"92 4826579.50 +93 3424429.25 +94 3424407.25 +95 3421833.25 +96 3421833.25 +97 3423701.25 +98 4154618.75 +99 3030038.00 +100 3031805.25 +101 3031444.00 +102 3031444.00 +103 3030038.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ISS,MLP,2.115865707397461,"96 706734.420498 +97 653166.217571 +98 722984.004688 +99 591048.172258 +100 645733.423249 +101 557572.019875 +102 554409.145457 +103 578843.903488 +104 501724.381028 +105 590515.999851 +106 517703.976477 +107 585041.676961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ITBI,MLP,1.546091079711914,"96 209880.808752 +97 172288.184655 +98 221610.915023 +99 219666.936771 +100 224331.660460 +101 203163.478787 +102 225754.704880 +103 244361.455098 +104 232213.571652 +105 235704.638033 +106 238068.562594 +107 251473.737900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,MLP,1.1396145820617676,"96 1.468752e+06 +97 1.449212e+06 +98 1.470635e+06 +99 1.513648e+06 +100 1.541543e+06 +101 1.542497e+06 +102 1.561465e+06 +103 1.579815e+06 +104 1.602577e+06 +105 1.614792e+06 +106 1.624986e+06 +107 1.621105e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,MLP,1.1658225059509277,"96 8.222150e+04 +97 3.246524e+05 +98 3.415544e+05 +99 2.576726e+05 +100 4.414403e+05 +101 1.792039e+06 +102 5.489027e+05 +103 7.927591e+05 +104 8.959685e+05 +105 9.496454e+05 +106 1.180765e+06 +107 1.296157e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,IPTU,MLP,1.259486436843872,"83 -1180.135892 +84 -5684.251502 +85 -8988.243995 +86 -15708.624000 +87 -22368.523177 +88 -39977.803236 +89 -49886.703524 +90 -70368.738824 +91 -99019.297860 +92 -137921.435102 +93 -191475.973306 +94 -266055.077164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ISS,MLP,1.6461098194122314,"96 14014.901916 +97 13348.990270 +98 13026.807652 +99 14738.040338 +100 15909.201339 +101 11289.422787 +102 12557.560877 +103 12528.729364 +104 12891.043137 +105 11482.234236 +106 10089.253375 +107 12956.411751 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ITBI,MLP,1.590728759765625,"93 14091.483356 +94 14443.348543 +95 14306.350348 +96 15809.362309 +97 14352.870133 +98 13620.336072 +99 14927.214205 +100 14800.428173 +101 19092.631298 +102 8743.221576 +103 18676.483485 +104 16186.280208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,MLP,1.0827553272247314,"96 322472.488137 +97 321019.292653 +98 326718.717542 +99 332487.883291 +100 342335.391894 +101 332895.819864 +102 338622.150206 +103 342243.552541 +104 344197.503750 +105 345446.496832 +106 344671.113189 +107 348761.308080 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,XGBoost,1.9586069583892822,"94 64180.765625 +95 63806.503906 +96 63994.781250 +97 64364.691406 +98 63960.316406 +99 82410.523438 +100 144377.218750 +101 144346.953125 +102 144290.796875 +103 144290.796875 +104 144290.796875 +105 144459.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,IPTU,XGBoost,2.062528610229492,"78 40333.433594 +79 3017.785889 +80 4445.358398 +81 10144.361328 +82 4914.950684 +83 4290.203125 +84 3036.252441 +85 12161.788086 +86 11524.469727 +87 10335.983398 +88 10352.733398 +89 4376.659180 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ISS,XGBoost,1.6947836875915527,"96 5985.436523 +97 9128.815430 +98 9300.255859 +99 9239.156250 +100 11126.769531 +101 7413.390625 +102 8511.455078 +103 8135.335449 +104 7917.706543 +105 8973.969727 +106 8810.151367 +107 9865.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ITBI,SES,1.1057095527648926,"91 7117.083984 +92 20118.953125 +93 14203.512695 +94 5852.435059 +95 6346.205566 +96 3164.166260 +97 7471.413574 +98 7027.375000 +99 2958.627441 +100 5695.686523 +101 4006.913086 +102 6698.692871 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,MLP,1.229487657546997,"96 404465.938302 +97 398425.409809 +98 404635.961449 +99 413448.798631 +100 422620.070660 +101 408496.325360 +102 416186.442148 +103 420546.983468 +104 423492.111686 +105 424390.462137 +106 423608.438401 +107 427164.679707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,MLP,1.8258602619171143,"95 3511.658111 +96 34510.902954 +97 38656.614849 +98 49173.430026 +99 68402.475886 +100 133963.520015 +101 88649.219511 +102 124957.791109 +103 153577.141760 +104 191980.762399 +105 237966.409871 +106 259998.820634 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,IPTU,HWES,1.1564717292785645,"85 33927.980469 +86 37132.687500 +87 36760.847656 +88 39129.761719 +89 25252.494141 +90 36532.750000 +91 10133.585938 +92 8830.705078 +93 9108.520508 +94 39036.308594 +95 18146.037109 +96 38638.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ISS,XGBoost,1.1159148216247559,"96 36460.367188 +97 29922.615234 +98 28438.027344 +99 29452.552734 +100 29184.875000 +101 29562.777344 +102 28084.593750 +103 29636.019531 +104 24094.250000 +105 29526.050781 +106 31455.542969 +107 24524.152344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ITBI,SARIMAX,1.0657541751861572,"93 25635.027344 +94 26179.216797 +95 18531.695312 +96 26247.369141 +97 21880.394531 +98 21275.521484 +99 17731.119141 +100 21275.521484 +101 22815.128906 +102 21275.521484 +103 20687.402344 +104 14688.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,SES,1.299894094467163,"96 547128.81250 +97 574052.31250 +98 556058.62500 +99 551595.00000 +100 557013.62500 +101 582097.56250 +102 515256.15625 +103 527013.87500 +104 513918.00000 +105 510678.18750 +106 510678.18750 +107 530790.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,XGBoost,1.361145257949829,"96 56141.128906 +97 47585.050781 +98 42673.574219 +99 48148.949219 +100 39952.183594 +101 217700.906250 +102 65649.765625 +103 65887.062500 +104 76725.226562 +105 78479.218750 +106 102174.875000 +107 217636.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,IPTU,SARIMAX,1.1259393692016602,"96 2244452.000 +97 2818548.750 +98 2352376.750 +99 1365038.625 +100 1475407.875 +101 4950578.000 +102 2098448.250 +103 1914238.375 +104 1968987.125 +105 1930007.250 +106 1930275.125 +107 6408808.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ISS,SARIMAX,1.273831844329834,"96 4116042.00 +97 4105383.25 +98 4195612.00 +99 4194364.50 +100 4195612.00 +101 4094351.00 +102 4094351.00 +103 4094351.00 +104 4093159.75 +105 4093159.75 +106 4093159.75 +107 3212127.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ITBI,XGBoost,1.222010850906372,"96 1432007.250 +97 1175562.125 +98 1269585.375 +99 1089347.750 +100 1108066.125 +101 1239061.250 +102 1055964.375 +103 1137381.625 +104 1275678.125 +105 1219990.500 +106 1136598.250 +107 1136598.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,MLP,1.2486975193023682,"96 9.363801e+06 +97 9.045511e+06 +98 8.973900e+06 +99 9.278048e+06 +100 9.179838e+06 +101 9.540428e+06 +102 9.503299e+06 +103 9.533570e+06 +104 9.775966e+06 +105 9.956915e+06 +106 1.017360e+07 +107 1.004314e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,SARIMAX,1.7259836196899414,"96 1.243636e+06 +97 1.152990e+06 +98 5.925744e+05 +99 4.436799e+05 +100 3.053374e+05 +101 3.956003e+06 +102 1.267429e+06 +103 1.229606e+06 +104 8.808447e+05 +105 7.351026e+05 +106 6.636004e+05 +107 4.018462e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,IPTU,SARIMAX,1.4317200183868408,"83 48117.867188 +84 48117.867188 +85 47693.351562 +86 28314.175781 +87 471026.718750 +88 292514.500000 +89 212740.406250 +90 212740.406250 +91 58851.734375 +92 70344.984375 +93 79613.125000 +94 236442.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ISS,MLP,1.2407078742980957,"95 297034.681932 +96 301097.979550 +97 317476.472046 +98 296032.962151 +99 298923.035966 +100 296640.618314 +101 299941.402483 +102 308413.746641 +103 311399.418392 +104 311379.138905 +105 311383.955039 +106 311437.647764 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ITBI,XGBoost,1.3949170112609863,"75 161206.015625 +76 158789.765625 +77 184103.484375 +78 218026.890625 +79 155807.968750 +80 233913.218750 +81 174824.843750 +82 188092.750000 +83 215548.218750 +84 214273.437500 +85 193848.156250 +86 185533.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,MLP,1.8760874271392822,"96 1.672902e+06 +97 1.651738e+06 +98 1.677217e+06 +99 1.712203e+06 +100 1.751200e+06 +101 1.704720e+06 +102 1.733913e+06 +103 1.752189e+06 +104 1.765918e+06 +105 1.772034e+06 +106 1.771333e+06 +107 1.784142e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,MLP,2.2954535484313965,"94 3.368599e+04 +95 2.863160e+05 +96 3.301277e+05 +97 3.196220e+05 +98 4.671399e+05 +99 1.206564e+06 +100 5.780275e+05 +101 8.220403e+05 +102 9.893182e+05 +103 1.173285e+06 +104 1.452507e+06 +105 1.421109e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,IPTU,XGBoost,1.0472309589385986,"95 253735.078125 +96 254081.656250 +97 260088.093750 +98 236488.687500 +99 247525.796875 +100 247049.390625 +101 234817.968750 +102 236488.687500 +103 236488.687500 +104 236488.687500 +105 236959.218750 +106 283542.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ISS,HWES,1.130220890045166,"96 504052.65625 +97 475733.59375 +98 543090.87500 +99 515360.43750 +100 517768.84375 +101 443335.53125 +102 518170.56250 +103 437328.15625 +104 435973.84375 +105 635782.12500 +106 573634.18750 +107 562327.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ITBI,MLP,1.1889278888702393,"95 185068.589334 +96 163001.227815 +97 141074.660346 +98 150913.722475 +99 138196.827427 +100 182554.586622 +101 142722.409779 +102 135130.123155 +103 136993.338037 +104 137061.524259 +105 136566.384768 +106 120824.808153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,MLP,1.243297815322876,"96 4.354097e+06 +97 4.256624e+06 +98 4.286284e+06 +99 4.405519e+06 +100 4.423902e+06 +101 4.431143e+06 +102 4.471096e+06 +103 4.506564e+06 +104 4.575287e+06 +105 4.609456e+06 +106 4.654351e+06 +107 4.615583e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,XGBoost,1.2549893856048584,"67 8.892715e+05 +68 1.041836e+06 +69 1.057230e+06 +70 1.084472e+06 +71 1.054258e+06 +72 1.036057e+06 +73 1.017812e+06 +74 1.027118e+06 +75 1.022529e+06 +76 1.022529e+06 +77 1.022529e+06 +78 9.992489e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,IPTU,AR,1.1289606094360352,"76 7.990709e+05 +77 1.059218e+06 +78 2.506235e+05 +79 2.588162e+05 +80 2.584085e+05 +81 3.231014e+05 +82 3.289932e+05 +83 3.289932e+05 +84 8.274078e+05 +85 3.274363e+05 +86 4.607423e+05 +87 4.560433e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ISS,MLP,1.08266282081604,"76 743882.529915 +77 780458.715028 +78 760756.507574 +79 823701.127352 +80 806282.653607 +81 805513.481441 +82 828512.332485 +83 832069.002993 +84 849208.938255 +85 846379.094768 +86 855442.034543 +87 867194.117752 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ITBI,Prophet,1.9825754165649414,"74 74906.796875 +75 75447.609375 +76 71835.078125 +77 69379.617188 +78 75702.671875 +79 160713.015625 +80 69487.937500 +81 110508.234375 +82 62237.863281 +83 62220.664062 +84 62237.863281 +85 120017.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,XGBoost,1.9710195064544678,"74 1697179.875 +75 1697057.250 +76 1629380.125 +77 1721633.000 +78 1616326.875 +79 1791034.125 +80 1791034.125 +81 1736944.625 +82 1788988.000 +83 1783042.250 +84 1769660.500 +85 1619242.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,MLP,1.9351592063903809,"76 96060.421784 +77 301534.133630 +78 275785.964384 +79 139170.358632 +80 212166.528819 +81 619470.873936 +82 388083.540520 +83 486783.853013 +84 518613.775611 +85 522829.512894 +86 596832.934730 +87 359616.876204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,IPTU,SARIMAX,1.2854712009429932,"89 11041.966797 +90 9739.102539 +91 9375.849609 +92 8314.008789 +93 7887.479004 +94 7431.093262 +95 7048.112793 +96 7376.827637 +97 7236.709473 +98 7267.529297 +99 8103.999023 +100 6934.903320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ISS,SARIMAX,3.024813413619995,"96 12482.793945 +97 12843.382812 +98 12843.382812 +99 12842.900391 +100 12836.732422 +101 13025.572266 +102 12843.382812 +103 12842.900391 +104 12842.900391 +105 12839.734375 +106 12842.900391 +107 12842.900391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ITBI,SARIMAX,1.2095861434936523,"91 14916.516602 +92 26706.310547 +93 28213.283203 +94 28396.541016 +95 28060.416016 +96 46695.535156 +97 46321.160156 +98 46321.160156 +99 46321.160156 +100 46321.160156 +101 46321.160156 +102 46321.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,MLP,1.3538861274719238,"96 329546.513621 +97 323680.267806 +98 338939.766574 +99 346579.898428 +100 354861.416164 +101 349049.674660 +102 357273.835754 +103 364330.065364 +104 369331.956231 +105 370800.085332 +106 372710.600780 +107 375758.425943 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,SARIMAX,1.4569714069366455,"94 23710.859375 +95 22540.279297 +96 22919.275391 +97 22919.275391 +98 22919.275391 +99 63706.140625 +100 63706.140625 +101 45796.710938 +102 30521.269531 +103 45796.710938 +104 30312.642578 +105 63706.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,IPTU,SARIMAX,1.9646034240722656,"84 37778.707031 +85 54569.671875 +86 49494.042969 +87 50614.546875 +88 88930.890625 +89 47494.011719 +90 58150.496094 +91 61576.824219 +92 87397.218750 +93 46082.585938 +94 85577.867188 +95 53590.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ISS,XGBoost,1.1944191455841064,"88 457866.84375 +89 457598.62500 +90 458047.40625 +91 457811.34375 +92 457279.56250 +93 458047.40625 +94 457700.43750 +95 458002.68750 +96 458002.68750 +97 458129.31250 +98 458181.81250 +99 458002.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ITBI,XGBoost,1.2509100437164307,"86 32060.025391 +87 83620.382812 +88 44856.285156 +89 26055.027344 +90 34814.636719 +91 30272.861328 +92 27301.513672 +93 25499.509766 +94 28690.537109 +95 25031.421875 +96 39023.058594 +97 18101.419922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,MLP,1.1312847137451172,"88 1.221622e+06 +89 1.215964e+06 +90 1.244560e+06 +91 1.286298e+06 +92 1.345823e+06 +93 1.303349e+06 +94 1.333748e+06 +95 1.351338e+06 +96 1.367380e+06 +97 1.374111e+06 +98 1.371294e+06 +99 1.367759e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,XGBoost,1.6742546558380127,"87 111146.968750 +88 93050.117188 +89 83412.351562 +90 83245.820312 +91 117596.945312 +92 238900.453125 +93 138352.984375 +94 138181.265625 +95 90891.023438 +96 98598.281250 +97 145343.937500 +98 203978.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,IPTU,HWES,2.631239891052246,"96 1.106025e+05 +97 1.277938e+06 +98 4.882457e+05 +99 1.124794e+05 +100 5.487382e+05 +101 1.196693e+05 +102 1.317444e+05 +103 5.397309e+05 +104 2.486765e+06 +105 1.488687e+05 +106 1.958299e+06 +107 2.318767e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ISS,SARIMAX,3.0304479598999023,"96 578955.3125 +97 615059.4375 +98 639514.5625 +99 642249.6875 +100 644554.3125 +101 620218.6250 +102 644554.3125 +103 644554.3125 +104 644554.3125 +105 644554.3125 +106 644554.3125 +107 644554.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ITBI,XGBoost,1.2143375873565674,"96 142044.921875 +97 168403.781250 +98 193279.218750 +99 175889.843750 +100 150013.671875 +101 178775.171875 +102 189733.171875 +103 170518.203125 +104 138151.812500 +105 156725.718750 +106 167069.328125 +107 178843.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,XGBoost,1.2797818183898926,"96 2501106.25 +97 2529133.75 +98 2529133.75 +99 2502596.00 +100 2471467.00 +101 2534824.50 +102 2461028.25 +103 2534824.50 +104 2534824.50 +105 2426982.50 +106 2426982.50 +107 2534824.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,MLP,1.2816779613494873,"96 8.704355e+04 +97 5.190653e+05 +98 5.791719e+05 +99 5.800602e+05 +100 8.530864e+05 +101 1.646076e+06 +102 1.113257e+06 +103 1.515077e+06 +104 1.852706e+06 +105 2.238157e+06 +106 2.789436e+06 +107 2.650684e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,IPTU,MLP,2.5941390991210938,"95 28194.939523 +96 12536.289531 +97 -9064.449817 +98 -55881.565656 +99 -37257.349306 +100 -55280.636034 +101 -85464.185882 +102 -113492.051875 +103 -143923.094777 +104 -177624.940699 +105 -204833.798932 +106 -242959.452490 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ISS,HWES,2.016345500946045,"96 431632.43750 +97 380173.96875 +98 379780.15625 +99 364776.00000 +100 364750.62500 +101 437429.93750 +102 372216.68750 +103 422622.37500 +104 379780.15625 +105 410944.12500 +106 410944.12500 +107 372994.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ITBI,XGBoost,1.7107713222503662,"96 50985.320312 +97 61926.902344 +98 51067.773438 +99 39646.324219 +100 45203.082031 +101 39905.714844 +102 53479.929688 +103 41480.832031 +104 43122.468750 +105 37119.117188 +106 36749.835938 +107 35535.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,XGBoost,1.4060437679290771,"96 731099.3750 +97 730787.0000 +98 684432.5625 +99 610137.6250 +100 726634.3750 +101 751579.7500 +102 730418.8750 +103 730418.8750 +104 735935.1250 +105 708831.6250 +106 756605.0625 +107 685405.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,MLP,2.0903193950653076,"96 28237.206503 +97 56646.136795 +98 47151.346802 +99 45126.448764 +100 -3822.208231 +101 168685.700082 +102 53339.880872 +103 71686.102566 +104 77651.189633 +105 54126.418993 +106 61973.208657 +107 84638.659084 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,IPTU,SARIMAX,1.5427606105804443,"96 1.201716e+06 +97 6.355176e+05 +98 6.949774e+05 +99 5.138330e+05 +100 5.066816e+05 +101 5.853874e+05 +102 4.644470e+05 +103 5.806395e+05 +104 5.967263e+05 +105 4.906104e+05 +106 5.071905e+05 +107 5.566125e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ISS,SARIMAX,1.1036207675933838,"96 577284.0625 +97 668518.5000 +98 667625.4375 +99 667625.4375 +100 667625.4375 +101 668518.5000 +102 667625.4375 +103 667625.4375 +104 667625.4375 +105 667625.4375 +106 667625.4375 +107 667625.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ITBI,MLP,1.105013132095337,"96 162030.200307 +97 162191.318803 +98 162400.461662 +99 161739.420975 +100 166231.808288 +101 174712.419360 +102 184182.789457 +103 182775.379768 +104 189835.710618 +105 194333.675722 +106 202618.498161 +107 210707.994851 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,XGBoost,0.9856133460998535,"96 1793970.750 +97 1805167.250 +98 1604856.250 +99 1577558.500 +100 1579836.375 +101 1857581.375 +102 1807849.000 +103 1811595.375 +104 1577774.250 +105 1492445.250 +106 1486990.125 +107 1811595.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,XGBoost,2.179903030395508,"96 3.279053e+05 +97 4.411812e+05 +98 1.951870e+05 +99 1.646007e+05 +100 1.553315e+05 +101 1.569518e+06 +102 4.414922e+05 +103 4.614075e+05 +104 3.908896e+05 +105 4.040898e+05 +106 4.249626e+05 +107 1.589934e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,IPTU,SARIMAX,1.670661449432373,"96 1074537.250 +97 1134543.000 +98 1073841.250 +99 1121692.500 +100 1106247.750 +101 1367739.625 +102 1370704.750 +103 1367739.625 +104 1370704.750 +105 1372546.625 +106 1372546.625 +107 1336139.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ISS,XGBoost,1.191847801208496,"96 2220635.75 +97 2275338.75 +98 2270686.00 +99 2268443.75 +100 2274939.75 +101 2274939.75 +102 2260894.00 +103 2260894.00 +104 2260894.00 +105 2274939.75 +106 2260894.00 +107 2260894.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ITBI,MLP,1.390507698059082,"96 9.161708e+05 +97 9.296119e+05 +98 9.428316e+05 +99 8.939667e+05 +100 1.004381e+06 +101 9.157684e+05 +102 9.305692e+05 +103 9.248834e+05 +104 9.167806e+05 +105 9.284202e+05 +106 8.971878e+05 +107 9.009803e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,MLP,1.3274235725402832,"96 6.162474e+06 +97 6.136868e+06 +98 6.326639e+06 +99 6.402028e+06 +100 6.471812e+06 +101 6.532219e+06 +102 6.576604e+06 +103 6.684864e+06 +104 6.780234e+06 +105 6.800680e+06 +106 6.852336e+06 +107 6.874213e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,XGBoost,1.4416000843048096,"96 1.042621e+06 +97 9.062630e+05 +98 6.015641e+05 +99 6.047444e+05 +100 4.619170e+05 +101 3.032442e+06 +102 1.470155e+06 +103 1.049412e+06 +104 9.249254e+05 +105 9.069465e+05 +106 7.909167e+05 +107 3.041386e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,IPTU,SARIMAX,1.7373125553131104,"86 87008.976562 +87 31872.322266 +88 27200.990234 +89 19286.160156 +90 16516.990234 +91 24848.988281 +92 18631.068359 +93 8331.753906 +94 9376.954102 +95 80813.718750 +96 80888.750000 +97 40801.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ISS,HWES,1.4492509365081787,"96 29249.023438 +97 22498.396484 +98 30093.210938 +99 28918.869141 +100 31779.779297 +101 31326.439453 +102 35332.769531 +103 30863.921875 +104 36656.855469 +105 25600.400391 +106 21721.470703 +107 25467.826172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ITBI,XGBoost,1.3609414100646973,"96 39868.218750 +97 69300.218750 +98 44648.312500 +99 31822.482422 +100 53511.109375 +101 15897.178711 +102 14994.622070 +103 17429.394531 +104 14661.851562 +105 25995.203125 +106 26956.720703 +107 42531.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,MLP,1.1083178520202637,"96 772085.272309 +97 768372.383280 +98 784342.315189 +99 802405.356264 +100 828138.486140 +101 811638.581117 +102 825782.183291 +103 836448.873489 +104 843367.162844 +105 847158.555237 +106 845758.614671 +107 853402.291630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,MLP,1.7547037601470947,"96 11787.826119 +97 8298.631970 +98 17359.098442 +99 -4546.459228 +100 584.607548 +101 103437.406682 +102 25084.781902 +103 33370.734417 +104 41011.280641 +105 36626.962787 +106 47089.243368 +107 47868.932580 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,IPTU,SARIMAX,1.9816842079162598,"85 22142.496094 +86 22151.396484 +87 19140.818359 +88 13382.327148 +89 68261.812500 +90 9150.624023 +91 10071.783203 +92 12386.549805 +93 20906.376953 +94 20575.355469 +95 28754.343750 +96 51061.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ISS,SARIMAX,0.985302209854126,"96 39209.175781 +97 39476.750000 +98 41335.691406 +99 40188.156250 +100 38337.121094 +101 39302.781250 +102 42421.710938 +103 37727.562500 +104 39175.898438 +105 41766.191406 +106 41047.453125 +107 41751.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ITBI,Prophet,3.552234411239624,"94 26014.751953 +95 29280.423828 +96 26173.519531 +97 30484.501953 +98 32935.039062 +99 61081.042969 +100 22494.279297 +101 22149.876953 +102 25379.335938 +103 28812.974609 +104 28788.388672 +105 22920.386719 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,MLP,1.2262318134307861,"96 418045.779095 +97 411886.888313 +98 416983.699467 +99 428304.929038 +100 434760.870988 +101 434104.834533 +102 439115.376618 +103 443662.920921 +104 449756.300905 +105 453043.585559 +106 456071.411998 +107 454839.842377 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,MLP,1.5465054512023926,"96 7087.468584 +97 43918.061557 +98 36679.272701 +99 35565.003288 +100 54888.955728 +101 182564.886270 +102 73267.141836 +103 103599.639364 +104 118860.152499 +105 136815.444250 +106 169801.265058 +107 195845.603186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,SARIMAX,1.2440145015716553,"87 9858.825195 +88 10691.106445 +89 9690.648438 +90 5616.416992 +91 10144.723633 +92 4223.476074 +93 4330.622559 +94 4037.441650 +95 4123.717773 +96 3103.055420 +97 3885.300537 +98 2810.475586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ISS,MLP,3.500653028488159,"96 5010.120893 +97 18300.102345 +98 -22543.628571 +99 -374.147750 +100 14977.483097 +101 -49223.773313 +102 5529.462982 +103 -17230.754460 +104 43025.000659 +105 15436.587985 +106 -7774.831009 +107 96169.170864 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,1.0219452381134033,"92 5655.839355 +93 6399.866699 +94 7901.261719 +95 11728.552734 +96 10534.768555 +97 9163.645508 +98 15633.809570 +99 6232.400391 +100 6390.732910 +101 6818.698242 +102 5626.434570 +103 10370.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,MLP,1.096923828125,"96 464201.792640 +97 455368.274335 +98 460943.923788 +99 471112.369978 +100 479268.209774 +101 464886.752524 +102 472065.542986 +103 476342.667652 +104 480216.866494 +105 481250.651674 +106 481185.477464 +107 482988.271186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,MLP,2.167036771774292,"96 12257.025246 +97 29238.135512 +98 32737.218940 +99 20643.441301 +100 35161.266939 +101 129344.931826 +102 55955.731381 +103 76198.645213 +104 90289.895330 +105 98789.301556 +106 124056.054038 +107 139757.687906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,IPTU,MLP,1.2670683860778809,"79 12359.075033 +80 12521.272443 +81 8161.366416 +82 3993.409395 +83 8821.616749 +84 9357.424833 +85 11483.546057 +86 10444.847692 +87 10483.150433 +88 10280.948892 +89 12760.367238 +90 13811.018067 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ISS,MLP,1.608567714691162,"80 23002.799669 +81 26083.512275 +82 25792.939306 +83 24693.403793 +84 29057.342428 +85 26091.438886 +86 27419.407670 +87 28755.281156 +88 28793.533413 +89 29597.237863 +90 29781.476669 +91 28963.544486 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ITBI,AR,1.044377326965332,"69 33853.906250 +70 10988.737305 +71 9928.760742 +72 8723.474609 +73 18225.121094 +74 3757.250977 +75 799.272827 +76 3918.181152 +77 1310.765747 +78 7968.761230 +79 3962.515869 +80 3893.572021 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,MLP,1.5113093852996826,"80 874332.835767 +81 846588.905274 +82 844431.583343 +83 877980.797690 +84 862239.954617 +85 907268.480803 +86 911639.004211 +87 917156.750568 +88 940836.021045 +89 957313.796467 +90 977562.884291 +91 959477.227842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,MLP,2.5721371173858643,"80 13319.988721 +81 21559.774475 +82 21204.624355 +83 10520.708064 +84 13861.111039 +85 33917.982503 +86 31592.196063 +87 36673.779616 +88 39843.558846 +89 41367.679311 +90 47693.167373 +91 39541.426020 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,IPTU,HWES,2.814150810241699,"95 249879.656250 +96 107280.585938 +97 90314.921875 +98 61988.988281 +99 80876.078125 +100 79520.835938 +101 494201.968750 +102 139898.421875 +103 139251.718750 +104 137930.593750 +105 139251.718750 +106 129956.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ISS,MLP,1.5297935009002686,"96 175268.632149 +97 173302.316351 +98 176730.560992 +99 182326.524504 +100 185324.751624 +101 176013.412717 +102 179851.962034 +103 183882.005404 +104 184480.647501 +105 183836.693209 +106 183591.163896 +107 191559.773125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ITBI,XGBoost,1.6332247257232666,"96 156664.500000 +97 171634.203125 +98 170591.875000 +99 186429.812500 +100 158816.109375 +101 104607.187500 +102 186429.812500 +103 166169.406250 +104 170959.265625 +105 156664.500000 +106 166169.406250 +107 107679.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,MLP,1.2894654273986816,"96 1.927212e+06 +97 1.925056e+06 +98 1.966185e+06 +99 1.996079e+06 +100 2.069983e+06 +101 2.026261e+06 +102 2.059109e+06 +103 2.084624e+06 +104 2.097046e+06 +105 2.107517e+06 +106 2.100958e+06 +107 2.126308e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,MLP,1.2847542762756348,"96 37214.456133 +97 101678.009991 +98 77925.820838 +99 20897.839863 +100 69944.391048 +101 444736.318983 +102 122861.539411 +103 184172.080949 +104 195650.263148 +105 192125.636911 +106 254668.767668 +107 258291.058532 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,IPTU,SARIMAX,1.258965015411377,"87 78626.171875 +88 58245.847656 +89 6159.724609 +90 8596.417969 +91 2977.406494 +92 6077.709961 +93 34879.992188 +94 30989.808594 +95 31068.496094 +96 24961.164062 +97 17006.292969 +98 38959.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ISS,XGBoost,1.454282522201538,"96 60301.851562 +97 51801.886719 +98 57784.082031 +99 60368.738281 +100 60425.386719 +101 60425.386719 +102 60368.738281 +103 57850.968750 +104 60368.738281 +105 60368.738281 +106 60368.738281 +107 60368.738281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ITBI,XGBoost,1.094689130783081,"94 24777.250000 +95 22260.167969 +96 22139.486328 +97 25011.835938 +98 21919.285156 +99 21595.558594 +100 21959.052734 +101 21936.441406 +102 22139.486328 +103 21880.171875 +104 21936.441406 +105 22139.486328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,XGBoost,1.3023185729980469,"96 570529.8750 +97 559445.4375 +98 585297.1875 +99 715995.9375 +100 565807.9375 +101 559746.3125 +102 557436.1875 +103 558355.3125 +104 562613.8125 +105 561728.7500 +106 563334.3750 +107 557436.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,SARIMAX,1.2849009037017822,"96 22478.884766 +97 20917.910156 +98 14547.812500 +99 15399.064453 +100 15570.315430 +101 155510.359375 +102 17658.287109 +103 17658.287109 +104 28617.988281 +105 37146.566406 +106 40279.042969 +107 97730.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,IPTU,Prophet,1.6388728618621826,"79 18465.759766 +80 16585.664062 +81 16585.664062 +82 14365.175781 +83 14365.175781 +84 12533.573242 +85 15401.422852 +86 11990.530273 +87 7584.501953 +88 8620.132812 +89 8620.132812 +90 7555.874023 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ISS,MLP,2.4668467044830322,"96 106501.495018 +97 102654.899016 +98 102670.594272 +99 106414.415336 +100 110420.723535 +101 108328.547016 +102 108598.998385 +103 111838.979920 +104 112841.210649 +105 112822.200020 +106 112372.165167 +107 115785.495310 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ITBI,XGBoost,1.100233793258667,"96 59055.015625 +97 54785.078125 +98 43981.355469 +99 47104.808594 +100 43344.304688 +101 48999.972656 +102 33546.703125 +103 49089.230469 +104 33988.484375 +105 32943.574219 +106 32585.337891 +107 32510.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,MLP,1.4570541381835938,"96 838392.676350 +97 828372.477584 +98 838870.209758 +99 863292.335115 +100 873970.260803 +101 889011.490935 +102 895136.439454 +103 902149.152178 +104 913540.583049 +105 918823.681560 +106 923469.567785 +107 915305.070605 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,MLP,1.2177975177764893,"96 -31674.766406 +97 83801.952654 +98 63999.012752 +99 26112.601654 +100 54857.078956 +101 454669.968158 +102 60691.734104 +103 154666.272053 +104 166342.704805 +105 177033.971120 +106 229109.185489 +107 211698.506847 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,IPTU,XGBoost,1.5366308689117432,"92 296825.812500 +93 153213.187500 +94 56889.390625 +95 52530.218750 +96 60313.398438 +97 53718.906250 +98 58617.507812 +99 165409.015625 +100 152356.562500 +101 159308.125000 +102 51772.550781 +103 203310.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ISS,Prophet,1.066288709640503,"96 53050.105469 +97 51420.410156 +98 51634.988281 +99 40239.640625 +100 44385.839844 +101 53055.625000 +102 52300.734375 +103 52300.734375 +104 52300.734375 +105 49737.851562 +106 51988.964844 +107 52300.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ITBI,MLP,1.5093903541564941,"95 18315.491775 +96 18476.109793 +97 22729.878840 +98 23872.546557 +99 23208.617618 +100 22437.603808 +101 19248.103000 +102 23191.674662 +103 23375.284523 +104 22104.673513 +105 22066.148638 +106 19692.140019 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,MLP,1.9033315181732178,"96 529385.560608 +97 527001.615703 +98 538940.222974 +99 547568.233368 +100 566983.598302 +101 546088.850604 +102 557152.675556 +103 563469.233269 +104 564559.320480 +105 565331.901892 +106 561481.523638 +107 571529.182776 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,MLP,2.0969207286834717,"95 2.730621e+04 +96 8.728484e+04 +97 1.007421e+05 +98 1.256124e+05 +99 1.832869e+05 +100 4.423751e+05 +101 2.698453e+05 +102 3.811730e+05 +103 4.884994e+05 +104 6.301261e+05 +105 8.243375e+05 +106 1.041532e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,IPTU,AR,2.2266294956207275,"96 8.091363e+05 +97 7.956786e+05 +98 8.026193e+05 +99 7.950997e+05 +100 7.971816e+05 +101 2.995178e+06 +102 8.018418e+05 +103 8.002868e+05 +104 8.002868e+05 +105 8.002868e+05 +106 8.002868e+05 +107 3.586509e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ISS,HWES,1.5068254470825195,"96 98666.843750 +97 170825.625000 +98 99262.835938 +99 91136.929688 +100 91855.695312 +101 114709.421875 +102 87475.156250 +103 105434.195312 +104 116326.632812 +105 165468.015625 +106 112749.664062 +107 123776.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ITBI,XGBoost,1.1494805812835693,"96 333920.65625 +97 354597.65625 +98 341772.56250 +99 330018.81250 +100 304668.90625 +101 343873.65625 +102 336367.31250 +103 292860.34375 +104 341227.40625 +105 305882.46875 +106 348435.15625 +107 325726.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,MLP,1.0006835460662842,"96 389498.593325 +97 383746.374533 +98 388046.646054 +99 396271.296676 +100 402472.037360 +101 405545.534157 +102 408737.344597 +103 413392.366233 +104 418673.498060 +105 422106.413275 +106 425139.449241 +107 426402.357238 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,MLP,1.331322193145752,"96 8527.557612 +97 59806.680250 +98 34271.030703 +99 -1482.302579 +100 7959.472573 +101 182427.717746 +102 40956.252412 +103 74190.927156 +104 76793.626906 +105 66438.676800 +106 81987.473714 +107 86808.542548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,IPTU,AR,1.4218108654022217,"95 26296.867188 +96 25888.185547 +97 21003.173828 +98 20893.556641 +99 24335.275391 +100 19189.751953 +101 55387.292969 +102 50834.699219 +103 25209.873047 +104 18630.072266 +105 18837.074219 +106 29960.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ISS,XGBoost,1.1407411098480225,"95 1057.885864 +96 -876.054688 +97 -62.159374 +98 -27.252956 +99 -530.129272 +100 -255.019241 +101 -530.129272 +102 -647.808533 +103 -647.808533 +104 -647.808533 +105 -647.808533 +106 -647.808533 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ITBI,XGBoost,1.373579978942871,"95 120400.468750 +96 27907.412109 +97 27907.412109 +98 28102.568359 +99 26303.792969 +100 41383.390625 +101 41390.566406 +102 30072.775391 +103 29004.443359 +104 28778.269531 +105 26097.574219 +106 30737.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,MLP,2.2696242332458496,"96 513153.512777 +97 512432.568427 +98 532244.065989 +99 551563.252627 +100 560914.312103 +101 547131.222208 +102 538864.268312 +103 541378.907256 +104 545500.061757 +105 544193.731456 +106 541802.994100 +107 502657.034249 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,XGBoost,1.8413770198822021,"62 335706.96875 +63 288375.31250 +64 288375.31250 +65 299306.90625 +66 299306.90625 +67 335872.56250 +68 299306.90625 +69 288375.31250 +70 288375.31250 +71 288375.31250 +72 288375.31250 +73 299306.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,IPTU,SARIMAX,2.2955315113067627,"92 22513.324219 +93 19727.455078 +94 16124.918945 +95 29638.150391 +96 25433.085938 +97 47617.847656 +98 24189.744141 +99 28035.972656 +100 32787.121094 +101 34472.296875 +102 31984.455078 +103 47445.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ISS,XGBoost,1.2402687072753906,"96 21683.451172 +97 29519.822266 +98 22210.824219 +99 27332.871094 +100 29600.939453 +101 44174.394531 +102 44044.031250 +103 43930.769531 +104 32824.105469 +105 43930.769531 +106 43850.125000 +107 32824.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ITBI,Prophet,2.082285165786743,"95 -4306.893066 +96 3643.055420 +97 1963.786743 +98 341.999725 +99 3330.592529 +100 1612.304077 +101 3462.563965 +102 1943.904541 +103 3462.563965 +104 3581.068115 +105 1254.826538 +106 3581.068115 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,MLP,1.6326470375061035,"96 477281.838430 +97 440196.078271 +98 459878.904971 +99 471766.679893 +100 486865.134165 +101 469681.693217 +102 474819.645093 +103 485940.893963 +104 489917.970919 +105 491220.369065 +106 489164.844019 +107 494614.829741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,MLP,2.1743977069854736,"93 29913.395355 +94 34163.134341 +95 37436.695062 +96 44745.322403 +97 56749.186412 +98 57023.913168 +99 54886.478011 +100 59544.372872 +101 68506.749157 +102 75924.935977 +103 81731.800694 +104 76832.433905 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,IPTU,XGBoost,1.7982749938964844,"95 264441.312500 +96 231375.921875 +97 231744.421875 +98 237210.218750 +99 207184.250000 +100 181541.953125 +101 183294.203125 +102 153165.000000 +103 102199.812500 +104 112243.242188 +105 137607.406250 +106 123826.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ISS,XGBoost,1.108703374862671,"96 280275.937500 +97 280637.625000 +98 280061.625000 +99 262144.281250 +100 261537.265625 +101 282059.843750 +102 280803.968750 +103 262886.656250 +104 281704.343750 +105 281704.343750 +106 280803.968750 +107 280803.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ITBI,AR,1.15501070022583,"96 160275.640625 +97 187004.000000 +98 234474.984375 +99 296572.093750 +100 310038.625000 +101 292931.218750 +102 65595.843750 +103 117617.929688 +104 168039.265625 +105 165495.953125 +106 184686.734375 +107 177442.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,XGBoost,1.1692872047424316,"96 3149253.50 +97 3232960.00 +98 2997219.00 +99 2936127.75 +100 2809526.75 +101 2655242.00 +102 2644643.50 +103 2382223.25 +104 2646381.00 +105 2659686.75 +106 2559211.25 +107 2358680.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,XGBoost,1.2630088329315186,"96 4.613635e+05 +97 5.320430e+05 +98 3.771824e+05 +99 3.835926e+05 +100 2.332907e+05 +101 1.227960e+06 +102 1.189732e+06 +103 1.104680e+06 +104 6.161208e+05 +105 6.253927e+05 +106 5.068754e+05 +107 1.140224e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,IPTU,AR,1.0147302150726318,"72 287055.750000 +73 153923.234375 +74 162188.812500 +75 162350.234375 +76 116816.210938 +77 164780.750000 +78 354086.406250 +79 138393.546875 +80 139235.437500 +81 144599.484375 +82 144407.734375 +83 141664.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ISS,AR,1.164262294769287,"72 31431.619141 +73 33073.582031 +74 31028.236328 +75 30249.318359 +76 29873.626953 +77 30148.669922 +78 30500.308594 +79 31181.486328 +80 31016.544922 +81 30698.607422 +82 28681.384766 +83 30420.394531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ITBI,SARIMAX,1.6992766857147217,"72 99449.992188 +73 69821.296875 +74 44640.613281 +75 44651.992188 +76 128960.132812 +77 94443.859375 +78 59143.296875 +79 44651.992188 +80 100209.515625 +81 44151.246094 +82 52494.757812 +83 44539.269531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,XGBoost,1.0272705554962158,"72 614950.6875 +73 580201.0625 +74 575195.3750 +75 573216.0000 +76 533105.3125 +77 588695.4375 +78 588695.4375 +79 588584.4375 +80 588584.4375 +81 588584.4375 +82 584063.5000 +83 565835.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,SARIMAX,0.9432151317596436,"61 67895.625000 +62 103869.218750 +63 64643.093750 +64 67744.648438 +65 95678.515625 +66 102255.218750 +67 64643.093750 +68 71620.234375 +69 98379.617188 +70 95278.070312 +71 98780.882812 +72 71620.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,IPTU,Prophet,1.3789713382720947,"90 638858.937500 +91 64341.324219 +92 70430.132812 +93 64341.324219 +94 60363.066406 +95 57454.371094 +96 638858.937500 +97 58357.222656 +98 65949.945312 +99 58357.222656 +100 58357.222656 +101 57454.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ISS,XGBoost,1.373708724975586,"96 102578.796875 +97 108367.101562 +98 103758.242188 +99 106727.609375 +100 106727.609375 +101 104408.304688 +102 106727.609375 +103 106727.609375 +104 106727.609375 +105 106727.609375 +106 106616.195312 +107 106616.195312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ITBI,SARIMAX,1.462364912033081,"95 13436.598633 +96 15207.640625 +97 28858.494141 +98 14514.030273 +99 14868.023438 +100 15522.362305 +101 17479.083984 +102 19064.892578 +103 15585.421875 +104 13350.133789 +105 14424.983398 +106 10175.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,MLP,2.087106943130493,"96 1.770857e+06 +97 1.735896e+06 +98 1.746651e+06 +99 1.789682e+06 +100 1.796428e+06 +101 1.798918e+06 +102 1.812363e+06 +103 1.823431e+06 +104 1.846743e+06 +105 1.858367e+06 +106 1.873195e+06 +107 1.857686e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,MLP,1.504911184310913,"96 -9566.225701 +97 21294.084500 +98 43503.290621 +99 -13591.945389 +100 60727.300808 +101 379916.359605 +102 65631.017364 +103 104281.443467 +104 137993.666032 +105 122536.169991 +106 202940.534165 +107 220217.712688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,AR,1.3053584098815918,"96 15714.674805 +97 21090.650391 +98 17043.990234 +99 16067.443359 +100 16757.691406 +101 19517.658203 +102 19115.910156 +103 20782.501953 +104 21614.257812 +105 21614.257812 +106 21614.257812 +107 20371.087891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,SARIMAX,1.1026709079742432,"96 42972.027344 +97 47253.460938 +98 46288.433594 +99 31982.439453 +100 42972.027344 +101 47253.460938 +102 42972.027344 +103 42972.027344 +104 42972.027344 +105 47253.460938 +106 42972.027344 +107 42972.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,XGBoost,3.1780495643615723,"94 11743.914062 +95 16459.847656 +96 6168.961914 +97 10794.401367 +98 14185.285156 +99 15809.539062 +100 15082.456055 +101 15513.356445 +102 16465.199219 +103 15289.481445 +104 15513.356445 +105 16063.880859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,MLP,1.8852603435516357,"96 444055.126812 +97 442336.710604 +98 453139.713680 +99 464495.321829 +100 481472.605096 +101 470588.837321 +102 480817.501538 +103 488481.642562 +104 493049.968578 +105 495749.066086 +106 494687.771381 +107 501160.276707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,XGBoost,1.7885642051696777,"96 49620.175781 +97 50004.121094 +98 52206.347656 +99 52206.347656 +100 51822.406250 +101 212914.359375 +102 76993.062500 +103 76993.062500 +104 88707.164062 +105 87972.507812 +106 95433.796875 +107 212778.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,HWES,1.3359262943267822,"93 23424.791016 +94 15362.626953 +95 4521.282715 +96 12101.691406 +97 6753.401855 +98 5512.339355 +99 5418.197754 +100 5267.294434 +101 5906.173340 +102 5349.366699 +103 7491.408203 +104 5990.020508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ISS,XGBoost,1.1032741069793701,"96 18879.441406 +97 21351.830078 +98 30592.144531 +99 34918.101562 +100 25899.046875 +101 30226.794922 +102 18893.892578 +103 26969.488281 +104 22543.515625 +105 35396.320312 +106 28427.333984 +107 30805.763672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,XGBoost,1.0483009815216064,"96 284357.56250 +97 284269.37500 +98 284117.09375 +99 284630.03125 +100 284090.03125 +101 284287.65625 +102 284630.03125 +103 284216.90625 +104 284161.78125 +105 284243.93750 +106 284183.90625 +107 284243.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,MLP,1.034623622894287,"96 492382.049619 +97 488939.860507 +98 504376.634059 +99 522184.502266 +100 543762.892937 +101 530999.281103 +102 543577.447389 +103 554516.468042 +104 560700.366901 +105 563123.372697 +106 560682.057954 +107 567150.012462 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,MLP,1.2576982975006104,"96 5535.456342 +97 15034.510896 +98 5920.366084 +99 2397.622481 +100 -292.576716 +101 63374.014659 +102 13870.592843 +103 23847.153349 +104 23123.484091 +105 26400.651365 +106 28312.732238 +107 23989.501806 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,IPTU,AR,1.4036951065063477,"96 1258201.875 +97 1241242.500 +98 1243476.625 +99 1283508.250 +100 1314541.875 +101 948767.625 +102 900756.625 +103 1262245.000 +104 904136.875 +105 1270302.000 +106 1145348.875 +107 1263893.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ISS,MLP,2.1901004314422607,"96 1.344500e+06 +97 1.404478e+06 +98 1.460136e+06 +99 1.492094e+06 +100 1.567636e+06 +101 1.580343e+06 +102 1.626090e+06 +103 1.717078e+06 +104 1.753417e+06 +105 1.831651e+06 +106 1.861862e+06 +107 1.994177e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ITBI,MLP,1.7390942573547363,"96 382149.863085 +97 365332.569543 +98 424044.735361 +99 468087.518597 +100 508115.003829 +101 388872.098177 +102 442586.426645 +103 466776.777524 +104 457673.961716 +105 437910.480777 +106 403706.735281 +107 445098.665316 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,MLP,1.9095900058746338,"96 3.498259e+06 +97 3.418776e+06 +98 3.448814e+06 +99 3.540748e+06 +100 3.577416e+06 +101 3.538285e+06 +102 3.575721e+06 +103 3.607452e+06 +104 3.655881e+06 +105 3.675909e+06 +106 3.698107e+06 +107 3.680900e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,SARIMAX,2.514268636703491,"96 8.668111e+05 +97 8.415135e+05 +98 7.040408e+05 +99 6.677335e+05 +100 5.719588e+05 +101 2.495462e+06 +102 1.888348e+06 +103 1.188473e+06 +104 1.133845e+06 +105 1.083835e+06 +106 9.508068e+05 +107 2.123449e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,XGBoost,1.128225564956665,"85 4224.112305 +86 22777.345703 +87 23100.964844 +88 4038.092773 +89 3786.729736 +90 1772.228271 +91 7552.872070 +92 7573.679688 +93 2427.193848 +94 3640.783691 +95 1279.648926 +96 1492.482666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ISS,XGBoost,1.3263823986053467,"96 100434.234375 +97 124693.523438 +98 118743.109375 +99 124693.523438 +100 118721.757812 +101 124693.523438 +102 124693.523438 +103 124721.453125 +104 124693.523438 +105 124721.453125 +106 124693.523438 +107 124721.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,MLP,1.9377405643463135,"86 25537.108137 +87 32293.902432 +88 19079.357116 +89 18764.420597 +90 24601.605920 +91 29428.515920 +92 25930.315344 +93 21633.449067 +94 26176.058927 +95 28999.894163 +96 28659.584229 +97 26549.314285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,MLP,2.2005035877227783,"96 372553.761413 +97 365361.400720 +98 368878.799010 +99 391654.087852 +100 398179.984126 +101 381763.192488 +102 388247.821920 +103 393037.863167 +104 398700.736954 +105 400326.484319 +106 397742.357842 +107 397953.822339 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,MLP,2.296626567840576,"96 12511.964010 +97 29159.033702 +98 27840.244645 +99 58483.979233 +100 12127.629775 +101 70010.542908 +102 51642.693176 +103 69688.451222 +104 82005.259162 +105 95688.129783 +106 102053.028135 +107 131583.928274 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,IPTU,HWES,1.9539778232574463,"83 2516203.750 +84 1277354.625 +85 593660.875 +86 2274151.000 +87 2273375.250 +88 1332420.875 +89 3415803.750 +90 1828725.625 +91 2275039.250 +92 1828725.625 +93 1828725.625 +94 1739671.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ISS,MLP,1.2596216201782227,"84 8.170074e+05 +85 8.174655e+05 +86 8.305440e+05 +87 8.439398e+05 +88 8.837792e+05 +89 8.786527e+05 +90 8.902301e+05 +91 9.298067e+05 +92 9.643702e+05 +93 9.775912e+05 +94 1.000843e+06 +95 1.030438e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ITBI,HWES,1.0489778518676758,"84 195228.421875 +85 193449.656250 +86 168075.343750 +87 168922.531250 +88 207536.828125 +89 170067.484375 +90 167028.359375 +91 190252.953125 +92 152168.390625 +93 192074.937500 +94 168204.609375 +95 171661.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,MLP,1.1601521968841553,"84 1.767119e+06 +85 1.748315e+06 +86 1.762123e+06 +87 1.790782e+06 +88 1.818728e+06 +89 1.795339e+06 +90 1.808922e+06 +91 1.819800e+06 +92 1.832857e+06 +93 1.840096e+06 +94 1.843597e+06 +95 1.845349e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,MLP,2.2932021617889404,"84 5.554813e+04 +85 3.544802e+05 +86 3.783766e+05 +87 2.971340e+05 +88 4.486511e+05 +89 1.995321e+06 +90 5.760321e+05 +91 8.879798e+05 +92 1.026866e+06 +93 1.121986e+06 +94 1.391773e+06 +95 1.726433e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,SARIMAX,1.3675782680511475,"94 399800.593750 +95 531264.250000 +96 196449.296875 +97 193365.562500 +98 124660.101562 +99 106777.726562 +100 360423.500000 +101 332067.187500 +102 188529.265625 +103 378559.625000 +104 160858.875000 +105 141644.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ISS,XGBoost,1.630774736404419,"96 325820.750000 +97 292493.750000 +98 307380.468750 +99 349062.187500 +100 358146.781250 +101 311628.218750 +102 319086.812500 +103 323126.937500 +104 218704.765625 +105 230408.328125 +106 238470.796875 +107 212800.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,XGBoost,1.4847512245178223,"96 1184596.000 +97 1184911.875 +98 1186967.750 +99 1187991.500 +100 1187598.500 +101 1188125.875 +102 1184911.875 +103 1187510.250 +104 1187539.625 +105 1187216.250 +106 1184911.875 +107 1187510.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,MLP,1.1408660411834717,"96 2.695758e+06 +97 2.748160e+06 +98 2.777658e+06 +99 2.849495e+06 +100 2.933432e+06 +101 2.911651e+06 +102 2.959906e+06 +103 2.987892e+06 +104 3.009546e+06 +105 3.023502e+06 +106 3.024679e+06 +107 3.029142e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,MLP,2.392930507659912,"96 50538.719167 +97 125779.435202 +98 105179.600494 +99 -60685.264750 +100 4142.932158 +101 727374.609908 +102 117527.628077 +103 170272.415353 +104 189968.749646 +105 109079.812015 +106 193063.574977 +107 309988.561906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,1.226780891418457,"89 16820.597656 +90 28277.769531 +91 18016.738281 +92 27554.791016 +93 2164.114258 +94 2174.397949 +95 2598.097412 +96 1929.193481 +97 3806.701904 +98 12339.310547 +99 12861.809570 +100 11383.849609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ISS,MLP,2.88283109664917,"96 20854.586750 +97 21914.869445 +98 24069.733425 +99 22092.874573 +100 25148.301472 +101 21608.251579 +102 23404.600795 +103 23538.546576 +104 23088.282302 +105 23313.948258 +106 22571.560175 +107 23087.025028 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ITBI,XGBoost,3.479626178741455,"81 11818.095703 +82 8151.774902 +83 9496.667969 +84 5587.018555 +85 5775.381836 +86 5407.838867 +87 9319.043945 +88 5627.697266 +89 4982.787598 +90 7969.393555 +91 5526.389648 +92 8162.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,SES,1.7425036430358887,"96 243400.640625 +97 244146.359375 +98 242571.078125 +99 207906.171875 +100 209383.046875 +101 259267.234375 +102 238724.109375 +103 244146.359375 +104 238817.078125 +105 212235.890625 +106 211455.171875 +107 242478.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,MLP,1.1731460094451904,"90 5254.560201 +91 21886.024637 +92 20186.418943 +93 21808.884196 +94 27089.895345 +95 46567.919034 +96 30280.973096 +97 34341.919803 +98 35778.815840 +99 37594.250046 +100 40129.481741 +101 13108.157300 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,IPTU,XGBoost,1.0779812335968018,"78 10487.692383 +79 7850.994629 +80 5318.516602 +81 1008.355408 +82 4992.222656 +83 597.752686 +84 622.336975 +85 1987.337280 +86 1560.677124 +87 3430.844482 +88 1560.677124 +89 628.105591 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ISS,SARIMAX,1.1835401058197021,"96 44426.007812 +97 50092.468750 +98 50962.531250 +99 50759.636719 +100 51501.480469 +101 56773.562500 +102 51501.480469 +103 52076.101562 +104 55729.789062 +105 51233.644531 +106 52469.234375 +107 54742.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ITBI,SES,1.286783218383789,"88 98862.929688 +89 100264.468750 +90 101098.781250 +91 99229.289062 +92 98354.578125 +93 99387.585938 +94 98825.203125 +95 100538.789062 +96 99488.820312 +97 98800.203125 +98 99312.609375 +99 99488.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,MLP,1.1490511894226074,"96 457840.527370 +97 457429.358182 +98 464428.031038 +99 470999.616460 +100 486209.942407 +101 474169.440847 +102 480834.975173 +103 486038.493344 +104 488908.777271 +105 491372.229659 +106 490750.104524 +107 497481.682610 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,MLP,1.390662431716919,"96 6311.950785 +97 52077.685019 +98 60170.468390 +99 58759.735674 +100 88391.514405 +101 288171.945218 +102 94757.841521 +103 141756.921687 +104 162018.245991 +105 176860.750221 +106 213914.549125 +107 243193.494120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ISS,MLP,1.5022265911102295,"96 2991.656186 +97 9334.167039 +98 7338.219824 +99 6596.578804 +100 10761.627851 +101 2989.438323 +102 14719.614587 +103 6180.256441 +104 8915.023170 +105 8034.759566 +106 5445.828832 +107 9486.794900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ITBI,SES,1.299006700515747,"89 15643.669922 +90 13241.514648 +91 8952.623047 +92 8433.512695 +93 15717.929688 +94 12152.151367 +95 13697.923828 +96 11434.834961 +97 8913.017578 +98 11805.118164 +99 12807.993164 +100 13919.896484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,MLP,1.0413806438446045,"96 330350.799796 +97 326943.860119 +98 337491.778243 +99 349907.193673 +100 365516.724844 +101 356053.025233 +102 366043.124805 +103 374844.309566 +104 380099.676015 +105 382438.049494 +106 380774.648366 +107 386387.290322 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,MLP,1.1744353771209717,"89 14146.649065 +90 4962.981886 +91 691.618154 +92 -3669.189300 +93 10049.232677 +94 26499.889110 +95 16277.934641 +96 11891.971780 +97 14008.855184 +98 17257.301579 +99 24384.721258 +100 14629.137370 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,1.5413873195648193,"86 9578.996094 +87 14782.423828 +88 8637.806641 +89 2217.031250 +90 2282.326416 +91 29377.861328 +92 5359.049316 +93 5385.202637 +94 5372.461426 +95 5389.731445 +96 5402.538086 +97 7740.145020 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ISS,XGBoost,1.3900818824768066,"96 37723.597656 +97 20075.863281 +98 21916.869141 +99 16469.000000 +100 20697.595703 +101 25720.824219 +102 36960.519531 +103 21330.117188 +104 22218.787109 +105 23448.666016 +106 26115.720703 +107 16241.408203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ITBI,XGBoost,3.125041961669922,"82 5758.522949 +83 6198.865723 +84 4616.904297 +85 4785.074219 +86 4094.728516 +87 7784.265137 +88 4185.844727 +89 4477.061035 +90 5128.460938 +91 4655.411621 +92 4696.316895 +93 4269.893066 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,MLP,2.096402168273926,"96 426343.192195 +97 412871.328913 +98 420165.008773 +99 432457.199914 +100 443369.729637 +101 452716.406278 +102 456898.813829 +103 471485.538796 +104 484519.709587 +105 494194.391228 +106 503204.360997 +107 510129.340295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,SARIMAX,1.6395132541656494,"96 26586.119141 +97 12977.897461 +98 13230.500000 +99 13996.179688 +100 13676.104492 +101 123439.453125 +102 40642.667969 +103 38911.628906 +104 38338.261719 +105 39803.488281 +106 39767.738281 +107 104300.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,IPTU,SARIMAX,1.4506869316101074,"96 252211.984375 +97 189827.187500 +98 189827.187500 +99 119415.765625 +100 95610.000000 +101 665979.437500 +102 259685.984375 +103 256974.281250 +104 259539.765625 +105 229301.218750 +106 243933.312500 +107 635094.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ISS,XGBoost,1.0974502563476562,"96 418297.4375 +97 418297.4375 +98 418297.4375 +99 418297.4375 +100 418297.4375 +101 418297.4375 +102 418297.4375 +103 418297.4375 +104 418297.4375 +105 418297.4375 +106 418297.4375 +107 418297.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ITBI,XGBoost,2.5115787982940674,"96 35632.792969 +97 30826.431641 +98 35778.355469 +99 32516.251953 +100 35778.355469 +101 27087.214844 +102 30721.812500 +103 30971.996094 +104 30721.812500 +105 31434.855469 +106 31812.210938 +107 27212.240234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,XGBoost,1.9465365409851074,"96 1.062605e+06 +97 1.112057e+06 +98 9.808345e+05 +99 9.666508e+05 +100 9.668322e+05 +101 1.047190e+06 +102 1.110365e+06 +103 1.111582e+06 +104 9.634852e+05 +105 9.629323e+05 +106 9.460781e+05 +107 1.099366e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,MLP,1.6942777633666992,"96 63379.762780 +97 112795.448007 +98 65391.914006 +99 -14614.269662 +100 54062.523572 +101 543245.020978 +102 110547.761859 +103 160457.004317 +104 166063.070149 +105 146608.917881 +106 222817.785406 +107 244502.137586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,IPTU,AR,1.2213094234466553,"91 134838.421875 +92 134552.578125 +93 92336.750000 +94 92293.554688 +95 92323.203125 +96 99118.648438 +97 99118.648438 +98 99372.046875 +99 92336.750000 +100 134134.484375 +101 134370.656250 +102 134117.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ISS,MLP,1.3043930530548096,"92 278404.625844 +93 279493.683231 +94 277839.423339 +95 273217.039532 +96 295091.539796 +97 281173.810238 +98 308128.502113 +99 298605.190975 +100 314941.677473 +101 324299.037012 +102 313324.174660 +103 325837.006265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ITBI,SES,1.7973220348358154,"92 50643.304688 +93 51994.578125 +94 80298.023438 +95 55884.757812 +96 64799.078125 +97 67875.078125 +98 72753.000000 +99 73496.710938 +100 59008.515625 +101 60991.699219 +102 61414.601562 +103 59431.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,Prophet,1.140388011932373,"92 1.059252e+06 +93 1.056971e+06 +94 9.965993e+05 +95 1.025501e+06 +96 9.939331e+05 +97 1.208005e+06 +98 1.024790e+06 +99 1.019895e+06 +100 1.047538e+06 +101 1.024790e+06 +102 1.015578e+06 +103 1.171288e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,MLP,1.1815831661224365,"92 82436.918943 +93 165799.451800 +94 173783.793202 +95 160029.957712 +96 209089.197474 +97 455192.027782 +98 264463.148979 +99 309365.906827 +100 332518.017526 +101 346193.535840 +102 374953.409225 +103 176330.893518 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,SARIMAX,2.3314664363861084,"96 7.360378e+05 +97 1.232198e+06 +98 1.793650e+06 +99 1.249636e+06 +100 1.253965e+06 +101 1.180612e+06 +102 1.255070e+06 +103 2.071311e+06 +104 1.709369e+06 +105 2.071819e+06 +106 2.071311e+06 +107 2.071311e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ISS,MLP,1.1233646869659424,"96 569663.414950 +97 566460.102877 +98 559605.788997 +99 612651.129927 +100 561744.407603 +101 552901.918801 +102 558331.495179 +103 559779.818078 +104 569220.060687 +105 528416.886375 +106 559082.616574 +107 556653.571827 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,MLP,1.0249009132385254,"96 203454.949954 +97 122689.158105 +98 192459.611211 +99 146462.795402 +100 173455.113411 +101 153140.506753 +102 131850.213468 +103 161675.947093 +104 134238.244190 +105 145828.743885 +106 132037.034195 +107 134028.975489 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,MLP,1.3193879127502441,"96 1.819897e+06 +97 1.793438e+06 +98 1.803350e+06 +99 1.891033e+06 +100 1.901878e+06 +101 1.862073e+06 +102 1.892040e+06 +103 1.912229e+06 +104 1.934597e+06 +105 1.941791e+06 +106 1.942490e+06 +107 1.952296e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,XGBoost,1.5101394653320312,"96 2.455255e+05 +97 1.954318e+05 +98 1.949334e+05 +99 2.164426e+05 +100 1.750906e+05 +101 1.096739e+06 +102 2.093834e+05 +103 2.852502e+05 +104 3.864944e+05 +105 2.557967e+05 +106 3.217904e+05 +107 1.096739e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,IPTU,AR,2.630290985107422,"92 88852.515625 +93 82443.929688 +94 79968.601562 +95 77069.617188 +96 80816.617188 +97 68913.757812 +98 80697.273438 +99 78339.960938 +100 78339.960938 +101 113939.695312 +102 113939.695312 +103 113939.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ISS,MLP,2.4477412700653076,"92 49567.380881 +93 49116.327655 +94 50282.410019 +95 52031.626652 +96 52366.691663 +97 52220.451267 +98 52963.079054 +99 53515.517535 +100 54516.923395 +101 54660.648447 +102 54850.677820 +103 55088.481488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ITBI,HWES,1.8446714878082275,"92 23255.191406 +93 23218.716797 +94 26694.234375 +95 22865.748047 +96 27835.208984 +97 27834.910156 +98 37260.011719 +99 36813.738281 +100 20684.988281 +101 37191.300781 +102 21016.718750 +103 21016.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,MLP,1.118783950805664,"92 459742.909915 +93 452066.700518 +94 454127.099722 +95 467060.427290 +96 468896.163070 +97 479014.022279 +98 482240.939118 +99 486342.729434 +100 495409.184808 +101 501930.986900 +102 509194.536027 +103 506183.851442 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,MLP,1.1392104625701904,"92 46815.927619 +93 111723.766531 +94 125780.172003 +95 116371.171673 +96 182452.630152 +97 420786.835268 +98 220815.729387 +99 283118.126406 +100 322718.774002 +101 362675.023053 +102 435338.378467 +103 382742.822437 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,IPTU,SES,1.3356976509094238,"96 182596.593750 +97 59962.632812 +98 41318.359375 +99 47295.187500 +100 40544.226562 +101 40544.226562 +102 204796.671875 +103 40544.226562 +104 159792.687500 +105 161368.531250 +106 167474.031250 +107 179377.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ISS,MLP,1.3920831680297852,"96 162728.982202 +97 141267.981737 +98 136500.299244 +99 142613.220448 +100 111105.767664 +101 123739.118147 +102 97281.322875 +103 97641.388325 +104 91849.240644 +105 72992.549874 +106 88312.458868 +107 67309.251168 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ITBI,XGBoost,1.1012253761291504,"88 52887.687500 +89 57189.808594 +90 51427.585938 +91 48977.414062 +92 47032.242188 +93 56306.933594 +94 37955.617188 +95 42836.796875 +96 35740.589844 +97 30467.431641 +98 32426.658203 +99 27331.455078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,MLP,1.0178475379943848,"96 9.886701e+05 +97 9.727498e+05 +98 1.005371e+06 +99 1.043885e+06 +100 1.091591e+06 +101 1.052111e+06 +102 1.088234e+06 +103 1.119068e+06 +104 1.136202e+06 +105 1.143367e+06 +106 1.137159e+06 +107 1.161945e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,MLP,1.7184944152832031,"95 -41920.561053 +96 50591.531649 +97 46873.753660 +98 5839.189219 +99 37533.793553 +100 203639.566366 +101 21670.750977 +102 65286.125129 +103 70167.842137 +104 69764.343692 +105 92474.391263 +106 -26412.647347 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,MLP,2.375605821609497,"91 46692.968185 +92 43127.889364 +93 -10215.910849 +94 -16945.534734 +95 12529.042912 +96 17078.568808 +97 24734.209450 +98 18018.393546 +99 3524.132626 +100 4319.282514 +101 21947.153972 +102 23992.610201 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,MLP,1.5881986618041992,"92 113239.099108 +93 126942.198363 +94 143952.786459 +95 137068.779654 +96 150170.128153 +97 164087.465511 +98 158225.042591 +99 162962.931338 +100 148605.446775 +101 160595.811343 +102 161035.430133 +103 141259.375458 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,XGBoost,2.6223509311676025,"92 284702.593750 +93 286911.187500 +94 244466.046875 +95 221110.921875 +96 244219.515625 +97 214058.250000 +98 213463.062500 +99 213463.062500 +100 213634.687500 +101 214118.828125 +102 213634.687500 +103 213881.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,MLP,1.0771183967590332,"92 1.607730e+06 +93 1.597355e+06 +94 1.620851e+06 +95 1.700198e+06 +96 1.679664e+06 +97 1.662260e+06 +98 1.687658e+06 +99 1.705647e+06 +100 1.720041e+06 +101 1.717353e+06 +102 1.724495e+06 +103 1.738746e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,MLP,1.2094075679779053,"90 111483.041579 +91 11136.438272 +92 27776.709186 +93 70125.591989 +94 -13636.056217 +95 108928.067867 +96 72066.298325 +97 54024.913082 +98 74576.688211 +99 102855.789520 +100 93858.972914 +101 62084.026375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,IPTU,XGBoost,1.7484321594238281,"96 18892.318359 +97 21584.570312 +98 21755.220703 +99 14881.346680 +100 17661.117188 +101 17628.781250 +102 18434.169922 +103 18460.052734 +104 18460.052734 +105 18604.263672 +106 18426.919922 +107 14732.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ISS,SES,1.433875560760498,"96 29468.267578 +97 35278.425781 +98 37210.796875 +99 40088.238281 +100 32173.232422 +101 32743.179688 +102 32060.914062 +103 31665.675781 +104 31276.732422 +105 37123.710938 +106 36387.007812 +107 33200.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ITBI,XGBoost,1.0956778526306152,"91 68888.500000 +92 35656.367188 +93 37225.207031 +94 36133.785156 +95 38589.109375 +96 28594.105469 +97 28663.537109 +98 37066.156250 +99 32500.787109 +100 31383.263672 +101 26569.472656 +102 31763.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,SES,1.5089337825775146,"96 9.555015e+05 +97 1.013379e+06 +98 9.652869e+05 +99 9.347686e+05 +100 9.168978e+05 +101 9.688976e+05 +102 9.738229e+05 +103 9.649182e+05 +104 1.020342e+06 +105 9.443316e+05 +106 9.389231e+05 +107 9.701738e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,XGBoost,2.410740613937378,"96 58671.039062 +97 52927.523438 +98 55533.371094 +99 56526.984375 +100 53230.945312 +101 142584.421875 +102 142540.390625 +103 120436.726562 +104 119502.164062 +105 119502.164062 +106 117655.492188 +107 142584.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,IPTU,HWES,2.0125722885131836,"94 187693.531250 +95 137751.671875 +96 159788.750000 +97 73272.546875 +98 58342.460938 +99 65759.820312 +100 82395.625000 +101 73959.562500 +102 73959.562500 +103 82009.609375 +104 59029.929688 +105 55115.332031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ISS,SARIMAX,2.6346070766448975,"96 425335.21875 +97 424984.46875 +98 426073.25000 +99 392392.25000 +100 391303.46875 +101 392392.25000 +102 392392.25000 +103 392392.25000 +104 392392.25000 +105 426073.25000 +106 426073.25000 +107 426073.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ITBI,XGBoost,1.7908964157104492,"96 161355.531250 +97 176318.734375 +98 198407.343750 +99 142813.500000 +100 207843.859375 +101 133394.203125 +102 156494.781250 +103 162616.015625 +104 179510.812500 +105 164461.890625 +106 239640.218750 +107 151102.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,MLP,1.8710691928863525,"96 1.054656e+06 +97 1.030559e+06 +98 1.035366e+06 +99 1.061792e+06 +100 1.064619e+06 +101 1.062434e+06 +102 1.069662e+06 +103 1.075760e+06 +104 1.090200e+06 +105 1.096948e+06 +106 1.106355e+06 +107 1.096210e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,MLP,1.4275672435760498,"96 5.198745e+04 +97 2.145633e+05 +98 2.508523e+05 +99 2.195781e+05 +100 3.393215e+05 +101 1.242380e+06 +102 4.159155e+05 +103 6.050481e+05 +104 7.066009e+05 +105 7.946961e+05 +106 9.884812e+05 +107 1.204636e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,IPTU,MLP,1.4694271087646484,"94 578232.893387 +95 198111.852700 +96 157425.575195 +97 147143.685318 +98 137093.697077 +99 117825.588170 +100 30633.512488 +101 150768.012759 +102 158214.784247 +103 159375.586065 +104 173102.225525 +105 172821.301541 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ISS,SARIMAX,1.2384374141693115,"96 173866.203125 +97 157490.218750 +98 206310.796875 +99 143366.578125 +100 143366.578125 +101 150960.812500 +102 206310.796875 +103 229216.171875 +104 150306.843750 +105 143366.578125 +106 143366.578125 +107 143366.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ITBI,XGBoost,2.560426712036133,"96 94303.742188 +97 106428.492188 +98 111161.937500 +99 107447.585938 +100 105171.328125 +101 28172.750000 +102 104472.718750 +103 106414.984375 +104 104472.718750 +105 104472.718750 +106 104472.718750 +107 28172.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,MLP,1.9181575775146484,"96 525337.343039 +97 520317.037483 +98 528189.084700 +99 539453.238766 +100 551663.703173 +101 543377.955013 +102 551191.454045 +103 557126.342070 +104 562223.941263 +105 565019.205581 +106 565953.281930 +107 568912.224508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,SARIMAX,1.3943684101104736,"96 107064.585938 +97 53138.660156 +98 30224.119141 +99 30121.281250 +100 29268.068359 +101 263949.718750 +102 111156.281250 +103 79032.101562 +104 41518.359375 +105 41518.359375 +106 48084.531250 +107 329483.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,Prophet,1.1834516525268555,"65 17100.138672 +66 7783.681152 +67 24540.291016 +68 8625.544922 +69 8247.419922 +70 1341.147949 +71 68368.390625 +72 7182.037598 +73 21110.681641 +74 11343.765625 +75 13769.140625 +76 13560.301758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,MLP,1.992600679397583,"92 25352.620248 +93 25858.493916 +94 25681.263953 +95 26367.798910 +96 25140.495581 +97 23899.908995 +98 24226.679573 +99 23717.361917 +100 22813.483946 +101 22692.028457 +102 21607.051969 +103 21103.248436 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,XGBoost,3.3985791206359863,"84 55060.437500 +85 4888.384277 +86 7485.423828 +87 5257.633789 +88 4859.322266 +89 4066.909668 +90 55060.437500 +91 8232.592773 +92 5259.487793 +93 8019.771973 +94 8232.592773 +95 8814.989258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,MLP,1.1541516780853271,"92 539431.070950 +93 538745.630294 +94 538384.346259 +95 553024.053046 +96 549846.975830 +97 566644.171071 +98 570137.728716 +99 573518.882428 +100 583930.993393 +101 591508.976065 +102 600292.156568 +103 595172.472377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.2919142246246338,"90 125109.976562 +91 125132.140625 +92 125211.492188 +93 125040.250000 +94 125040.250000 +95 96120.750000 +96 96127.828125 +97 96032.250000 +98 96127.828125 +99 96457.335938 +100 96457.335938 +101 96079.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,IPTU,SARIMAX,1.393132209777832,"84 30574.390625 +85 28807.148438 +86 17820.378906 +87 14383.480469 +88 7130.076660 +89 17890.580078 +90 14886.116211 +91 10173.445312 +92 7018.338867 +93 7018.338867 +94 10307.441406 +95 8000.891113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ISS,SARIMAX,2.134772539138794,"96 44643.542969 +97 53999.921875 +98 42181.757812 +99 54409.234375 +100 54623.089844 +101 54348.101562 +102 76457.500000 +103 52880.187500 +104 53071.125000 +105 54419.210938 +106 55202.164062 +107 55183.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ITBI,XGBoost,1.7144005298614502,"96 50957.949219 +97 45225.738281 +98 41016.808594 +99 47251.902344 +100 43112.558594 +101 52512.765625 +102 61939.656250 +103 60171.218750 +104 65746.617188 +105 46202.000000 +106 58667.714844 +107 61939.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,MLP,1.195070743560791,"96 921536.133401 +97 884672.124986 +98 888451.681033 +99 929788.069476 +100 913592.996025 +101 946006.350555 +102 929818.184981 +103 935743.940103 +104 950760.049697 +105 955186.725376 +106 965181.104623 +107 947412.743850 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,XGBoost,1.2174100875854492,"95 201967.984375 +96 201967.984375 +97 201967.984375 +98 201967.984375 +99 201967.984375 +100 174831.421875 +101 174831.421875 +102 174831.421875 +103 174831.421875 +104 165563.328125 +105 165563.328125 +106 174831.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,IPTU,AR,2.655552864074707,"94 2584.951660 +95 1848.756226 +96 4278.587402 +97 3304.963379 +98 3549.582520 +99 6862.331543 +100 4186.174805 +101 3923.071533 +102 6788.233398 +103 3813.049316 +104 6278.152344 +105 2809.646729 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ISS,MLP,3.369523048400879,"96 16798.653008 +97 15498.233554 +98 16821.769599 +99 14715.001344 +100 15270.746722 +101 16555.416968 +102 16136.527177 +103 16795.135767 +104 16334.560865 +105 17449.439700 +106 17739.923076 +107 17550.633079 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ITBI,XGBoost,2.0829670429229736,"95 18513.486328 +96 12115.876953 +97 17940.416016 +98 14085.291992 +99 15192.913086 +100 17760.730469 +101 19010.296875 +102 15509.890625 +103 19020.921875 +104 17425.816406 +105 17580.386719 +106 18180.587891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,MLP,1.4216039180755615,"96 405765.482712 +97 399469.151316 +98 404032.726006 +99 411601.362148 +100 417928.766422 +101 405392.973520 +102 412669.135863 +103 416003.995568 +104 418581.912662 +105 419159.115856 +106 418884.525579 +107 420790.340466 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,AR,1.783219814300537,"92 11980.234375 +93 7710.490234 +94 4681.175293 +95 7031.129883 +96 3596.611816 +97 105770.601562 +98 19724.775391 +99 20494.425781 +100 28086.142578 +101 27831.152344 +102 54080.335938 +103 28231.060547 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,IPTU,HWES,1.0987067222595215,"80 203996.265625 +81 203996.265625 +82 202620.640625 +83 199744.312500 +84 101495.835938 +85 210174.406250 +86 163965.281250 +87 163965.281250 +88 164058.312500 +89 281211.156250 +90 224751.546875 +91 102468.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ISS,HWES,1.0962340831756592,"84 270174.906250 +85 233346.593750 +86 240420.390625 +87 331621.843750 +88 320172.093750 +89 356791.968750 +90 302462.750000 +91 252964.406250 +92 270951.406250 +93 356791.968750 +94 356791.968750 +95 356791.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ITBI,MLP,1.994638442993164,"84 161339.657650 +85 153520.457847 +86 128406.160995 +87 122876.244687 +88 136502.673911 +89 133966.394595 +90 125475.145387 +91 108313.590031 +92 99152.128954 +93 117585.027259 +94 106590.818455 +95 100055.669003 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,MLP,2.0189859867095947,"84 2.259491e+06 +85 2.256769e+06 +86 2.299062e+06 +87 2.333475e+06 +88 2.414424e+06 +89 2.368704e+06 +90 2.396382e+06 +91 2.423833e+06 +92 2.432481e+06 +93 2.439020e+06 +94 2.429386e+06 +95 2.456267e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,XGBoost,2.350330352783203,"84 249430.828125 +85 255703.218750 +86 226049.671875 +87 224544.921875 +88 202521.140625 +89 809022.750000 +90 408779.468750 +91 417496.562500 +92 427631.500000 +93 427631.500000 +94 374805.843750 +95 809384.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,IPTU,XGBoost,1.4293491840362549,"89 10615.938477 +90 10140.740234 +91 4300.500488 +92 3459.797119 +93 7505.956543 +94 2454.002197 +95 5800.897461 +96 5800.897461 +97 4654.473145 +98 4474.627441 +99 3927.825439 +100 4579.957520 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ISS,XGBoost,1.0881452560424805,"96 15872.597656 +97 14370.585938 +98 14080.134766 +99 14338.393555 +100 14962.387695 +101 15861.849609 +102 16297.554688 +103 17555.253906 +104 16265.130859 +105 15712.517578 +106 17647.701172 +107 17614.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ITBI,MLP,1.5944364070892334,"94 4168.955237 +95 10776.710331 +96 9821.046374 +97 14970.453006 +98 9587.391314 +99 14310.013402 +100 19267.384537 +101 18786.014322 +102 20886.012476 +103 19592.655845 +104 23647.648724 +105 23592.943514 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,MLP,1.4285762310028076,"96 466137.074283 +97 464471.715743 +98 472180.276836 +99 480420.128141 +100 493437.205552 +101 483876.604506 +102 490770.858222 +103 495711.549579 +104 499039.255647 +105 501214.455084 +106 501092.540250 +107 505405.937234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,MLP,1.274273157119751,"94 -10838.960813 +95 2771.992047 +96 26067.970416 +97 18380.206772 +98 13113.526321 +99 89250.834300 +100 17656.221202 +101 33053.120694 +102 47967.068336 +103 48321.330696 +104 51229.842751 +105 59038.194539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,IPTU,SARIMAX,1.4404621124267578,"96 22310.576172 +97 28346.748047 +98 23506.208984 +99 26844.230469 +100 22987.169922 +101 34487.910156 +102 26779.023438 +103 35380.632812 +104 27065.453125 +105 35086.933594 +106 29697.000000 +107 76129.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ISS,HWES,1.1900405883789062,"96 55139.398438 +97 58046.992188 +98 54871.976562 +99 50622.164062 +100 53302.328125 +101 55277.312500 +102 55240.777344 +103 53933.640625 +104 54860.175781 +105 53516.511719 +106 53343.101562 +107 53343.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ITBI,MLP,2.1225829124450684,"96 41140.070938 +97 49200.030593 +98 28736.869149 +99 32852.992545 +100 43571.185414 +101 37020.460931 +102 37930.365920 +103 35389.090158 +104 37608.782651 +105 41489.348254 +106 40304.774263 +107 39972.371309 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,MLP,2.580579996109009,"96 770353.291506 +97 760672.389917 +98 767943.864282 +99 785913.408499 +100 794842.381723 +101 798148.571452 +102 804790.544258 +103 810959.921833 +104 820481.555073 +105 825749.718798 +106 830599.153180 +107 826985.841716 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,MLP,2.9212305545806885,"96 -10545.885576 +97 39779.684575 +98 34372.274042 +99 17544.229835 +100 48556.073889 +101 247972.318199 +102 47935.523147 +103 96076.413027 +104 109037.974764 +105 115684.460250 +106 157692.940884 +107 179926.563694 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,IPTU,SARIMAX,2.0057053565979004,"84 15362.645508 +85 15385.323242 +86 14050.642578 +87 11944.440430 +88 14151.130859 +89 14060.856445 +90 13828.121094 +91 14024.611328 +92 13406.171875 +93 14405.473633 +94 14595.140625 +95 13426.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ISS,Prophet,1.116455316543579,"84 79085.289062 +85 72226.585938 +86 78724.835938 +87 78607.281250 +88 78607.281250 +89 81090.390625 +90 80825.820312 +91 80490.710938 +92 80901.429688 +93 80901.429688 +94 80901.429688 +95 80650.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ITBI,XGBoost,3.2074882984161377,"69 6102.058594 +70 8867.743164 +71 6899.412109 +72 9098.556641 +73 9003.439453 +74 9195.069336 +75 9195.069336 +76 9195.069336 +77 8832.825195 +78 9044.227539 +79 9003.439453 +80 9195.069336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,MLP,3.035306215286255,"84 413899.627592 +85 396815.246344 +86 401564.423861 +87 412144.311582 +88 440970.406089 +89 429872.923051 +90 436155.607002 +91 449337.978776 +92 461220.810756 +93 470235.330107 +94 472742.757070 +95 477688.161831 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,MLP,1.6491084098815918,"84 5973.404454 +85 50513.369314 +86 55888.656245 +87 51382.521612 +88 107799.587861 +89 216912.532972 +90 123111.677446 +91 179237.734132 +92 216813.443918 +93 255985.305646 +94 317580.717517 +95 346422.887225 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,IPTU,XGBoost,1.3972091674804688,"94 3.571987e+06 +95 6.811911e+05 +96 5.868804e+05 +97 6.221206e+05 +98 1.862710e+06 +99 3.663073e+06 +100 2.354643e+06 +101 2.407169e+06 +102 2.416410e+06 +103 2.434425e+06 +104 2.382086e+06 +105 2.382856e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ISS,SARIMAX,1.1274595260620117,"96 2120629.750 +97 1911209.875 +98 2194994.250 +99 1861688.125 +100 2075576.125 +101 2076156.625 +102 2198644.000 +103 2085418.750 +104 2290838.250 +105 2303589.750 +106 2062820.750 +107 2062820.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ITBI,HWES,1.6189906597137451,"96 559842.25000 +97 512117.09375 +98 414035.84375 +99 391705.06250 +100 396355.78125 +101 608790.50000 +102 567581.43750 +103 548439.56250 +104 396355.78125 +105 396355.78125 +106 396355.78125 +107 567301.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,MLP,2.215428352355957,"96 6.744901e+06 +97 6.617119e+06 +98 6.656325e+06 +99 6.824293e+06 +100 6.852643e+06 +101 6.887920e+06 +102 6.935932e+06 +103 6.980122e+06 +104 7.074907e+06 +105 7.125903e+06 +106 7.188049e+06 +107 7.129520e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,MLP,1.988532304763794,"96 3.271735e+04 +97 4.266660e+05 +98 3.232513e+05 +99 -1.005639e+04 +100 1.853719e+05 +101 2.408524e+06 +102 3.297217e+05 +103 6.712739e+05 +104 7.154335e+05 +105 6.195457e+05 +106 8.672573e+05 +107 1.045765e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,IPTU,SARIMAX,1.2530980110168457,"90 10292.838867 +91 5699.075195 +92 6382.400879 +93 5786.985352 +94 12921.896484 +95 13753.239258 +96 13753.239258 +97 13478.192383 +98 11733.287109 +99 11733.287109 +100 7553.687988 +101 12844.936523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ISS,XGBoost,2.0829579830169678,"96 15569.920898 +97 16432.462891 +98 16443.416016 +99 16457.958984 +100 16420.593750 +101 16420.593750 +102 16420.593750 +103 16420.593750 +104 16457.958984 +105 16420.593750 +106 16420.593750 +107 16420.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ITBI,SES,2.6912341117858887,"95 27421.658203 +96 27493.000000 +97 26268.025391 +98 27261.230469 +99 26125.919922 +100 26494.820312 +101 27305.226562 +102 27305.226562 +103 27305.226562 +104 27305.226562 +105 26110.804688 +106 27305.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,MLP,1.691554069519043,"96 419302.993755 +97 413396.920112 +98 418757.896994 +99 428855.375005 +100 435460.430845 +101 431054.592589 +102 436460.425410 +103 440474.871539 +104 445140.899488 +105 447308.609670 +106 449048.450444 +107 448583.954285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,XGBoost,1.2732861042022705,"96 40059.683594 +97 39571.238281 +98 39571.238281 +99 39571.238281 +100 37552.769531 +101 130831.179688 +102 105647.281250 +103 89517.539062 +104 89517.539062 +105 89517.539062 +106 85949.296875 +107 130831.179688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,IPTU,SARIMAX,1.646613359451294,"96 19923.474609 +97 16884.394531 +98 16109.978516 +99 12703.972656 +100 12753.511719 +101 8330.697266 +102 17327.621094 +103 11946.203125 +104 11888.115234 +105 12293.282227 +106 11760.110352 +107 9085.377930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ISS,XGBoost,1.3321669101715088,"96 12971.484375 +97 12971.484375 +98 13821.697266 +99 15529.384766 +100 14531.208984 +101 15910.592773 +102 14710.057617 +103 14768.427734 +104 14768.427734 +105 14531.208984 +106 14531.208984 +107 14531.208984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ITBI,MLP,1.0278122425079346,"88 10341.912468 +89 10529.536819 +90 7799.171773 +91 9451.634084 +92 7091.059734 +93 9997.680940 +94 8974.978108 +95 8773.541685 +96 9461.862343 +97 9429.784711 +98 10240.500182 +99 9979.459888 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,MLP,1.3543305397033691,"96 340057.382379 +97 333457.872127 +98 337157.902715 +99 347181.281268 +100 351888.858245 +101 351486.444558 +102 355566.015117 +103 359620.540458 +104 365525.045124 +105 368686.301593 +106 371916.521916 +107 370551.283334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,XGBoost,2.9933090209960938,"96 40833.523438 +97 36592.894531 +98 36879.835938 +99 37241.781250 +100 36144.652344 +101 122886.148438 +102 92295.796875 +103 69178.296875 +104 69781.515625 +105 67016.101562 +106 67016.101562 +107 112283.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,IPTU,AR,4.1337361335754395,"96 4396.474609 +97 3014.083984 +98 3791.231201 +99 4242.884766 +100 4191.351562 +101 4083.191895 +102 5539.947266 +103 2993.177002 +104 2736.689209 +105 4665.714844 +106 4767.754883 +107 5539.947266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ISS,XGBoost,1.2252514362335205,"96 19558.740234 +97 45130.863281 +98 34854.214844 +99 40372.468750 +100 38325.011719 +101 35296.652344 +102 34566.097656 +103 22643.859375 +104 42006.738281 +105 18025.779297 +106 18417.089844 +107 25016.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ITBI,MLP,1.7421777248382568,"82 4607.808550 +83 5513.561315 +84 7165.426997 +85 4628.599568 +86 5246.606225 +87 5300.453315 +88 5406.869633 +89 5325.940519 +90 4596.817614 +91 4707.882723 +92 4753.398671 +93 4654.475300 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,MLP,1.2416577339172363,"96 346997.322080 +97 341230.247190 +98 346760.924827 +99 353077.164140 +100 361838.046014 +101 346234.474011 +102 353533.584732 +103 357373.741340 +104 358824.785401 +105 358930.226097 +106 356797.875468 +107 361817.296283 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,SARIMAX,1.5648024082183838,"94 38185.261719 +95 38185.261719 +96 38185.261719 +97 38377.453125 +98 39316.992188 +99 98198.539062 +100 41758.261719 +101 41758.261719 +102 41758.261719 +103 40762.929688 +104 41758.261719 +105 98198.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,IPTU,SARIMAX,2.719526767730713,"96 93158.554688 +97 73892.617188 +98 76270.289062 +99 83618.773438 +100 43792.699219 +101 84948.187500 +102 84398.117188 +103 88543.515625 +104 88377.015625 +105 84350.687500 +106 74154.250000 +107 85677.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ISS,XGBoost,1.3643646240234375,"96 239185.343750 +97 257764.468750 +98 260037.843750 +99 263293.781250 +100 249747.875000 +101 258895.906250 +102 237596.421875 +103 258740.156250 +104 259112.218750 +105 237596.421875 +106 259821.546875 +107 259112.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ITBI,MLP,1.312575340270996,"96 6.386592e+05 +97 1.084563e+06 +98 5.211760e+05 +99 1.106516e+06 +100 7.559964e+04 +101 9.687336e+05 +102 6.328118e+05 +103 -7.032610e+04 +104 4.822019e+05 +105 -5.501310e+05 +106 6.618693e+05 +107 -7.277408e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,XGBoost,1.1638569831848145,"95 2439823.000 +96 2254700.000 +97 2236454.250 +98 1962969.875 +99 1999391.250 +100 1923460.250 +101 2275820.500 +102 2275173.500 +103 2275173.500 +104 2236454.250 +105 1954421.125 +106 1964550.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,AR,1.1550648212432861,"77 213645.843750 +78 246459.828125 +79 359614.500000 +80 358398.343750 +81 354910.968750 +82 439483.187500 +83 439350.781250 +84 439517.343750 +85 439517.343750 +86 439517.343750 +87 392886.937500 +88 386573.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,SARIMAX,1.124875783920288,"88 14996.151367 +89 2009.688843 +90 1515.974243 +91 120.996674 +92 15398.002930 +93 666.080688 +94 6062.285645 +95 985.507568 +96 -378.068756 +97 1186.970703 +98 9625.531250 +99 16115.487305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,XGBoost,1.0199558734893799,"96 11694.415039 +97 11599.865234 +98 12056.584961 +99 13313.193359 +100 13495.458008 +101 14391.663086 +102 14236.718750 +103 11438.778320 +104 11438.778320 +105 11289.726562 +106 14078.296875 +107 13424.741211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,HWES,1.1810975074768066,"90 40167.449219 +91 40111.652344 +92 43336.761719 +93 46663.562500 +94 47168.796875 +95 44241.316406 +96 44158.128906 +97 44596.355469 +98 44059.296875 +99 44127.796875 +100 44127.796875 +101 44496.613281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,MLP,1.3134143352508545,"96 526442.717190 +97 517644.480118 +98 523641.628107 +99 533978.721510 +100 543509.602544 +101 528235.548052 +102 535993.260316 +103 540557.406496 +104 544647.708360 +105 546082.429917 +106 546030.138348 +107 548464.062503 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2852611541748047,"90 52580.972656 +91 51989.292969 +92 51079.554688 +93 55363.515625 +94 53909.304688 +95 75490.882812 +96 66923.515625 +97 66946.164062 +98 66887.484375 +99 66876.507812 +100 66850.835938 +101 75490.882812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,IPTU,XGBoost,2.1680338382720947,"96 800678.3750 +97 801103.3125 +98 798839.0625 +99 817565.6875 +100 807205.0625 +101 799154.6875 +102 801185.5625 +103 801185.5625 +104 802968.8125 +105 801185.5625 +106 804922.6250 +107 801737.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ISS,MLP,1.2386415004730225,"96 1.664290e+06 +97 1.675103e+06 +98 1.724210e+06 +99 1.807561e+06 +100 1.533162e+06 +101 1.697870e+06 +102 1.678274e+06 +103 1.671960e+06 +104 1.682211e+06 +105 1.659696e+06 +106 2.058253e+06 +107 1.837159e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ITBI,SARIMAX,1.061936378479004,"96 674903.93750 +97 675744.75000 +98 525971.25000 +99 388678.18750 +100 388678.18750 +101 518323.21875 +102 388298.59375 +103 388298.59375 +104 388298.59375 +105 388678.18750 +106 387868.50000 +107 388298.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,MLP,1.2152540683746338,"96 5.783504e+06 +97 5.718210e+06 +98 5.806989e+06 +99 5.903253e+06 +100 6.068083e+06 +101 5.832906e+06 +102 5.943222e+06 +103 6.004183e+06 +104 6.032780e+06 +105 6.044546e+06 +106 6.014290e+06 +107 6.094621e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,SARIMAX,1.9657180309295654,"96 1901805.500 +97 1710991.250 +98 1671230.500 +99 1615614.625 +100 1570989.500 +101 4926524.000 +102 4925902.000 +103 3701671.000 +104 3701671.000 +105 3415253.750 +106 3415253.750 +107 4926524.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,IPTU,HWES,2.3330492973327637,"90 11608.593750 +91 6036.843262 +92 5370.430664 +93 9004.167969 +94 9490.589844 +95 4696.874023 +96 3482.770264 +97 672.940002 +98 129.323212 +99 3367.750977 +100 30282.873047 +101 23586.763672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ISS,SARIMAX,2.368036985397339,"96 40936.332031 +97 36717.746094 +98 38196.468750 +99 38990.328125 +100 41099.687500 +101 41074.230469 +102 41046.367188 +103 43867.410156 +104 41046.367188 +105 38115.289062 +106 41074.230469 +107 41074.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ITBI,SARIMAX,1.6098854541778564,"95 38490.378906 +96 37546.464844 +97 42813.203125 +98 41931.500000 +99 41955.214844 +100 41942.585938 +101 41919.910156 +102 41913.214844 +103 41913.214844 +104 41942.585938 +105 41942.585938 +106 41913.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,XGBoost,1.6211597919464111,"96 724594.3125 +97 776042.9375 +98 655711.5000 +99 600480.9375 +100 549812.2500 +101 791542.1875 +102 600480.9375 +103 726134.4375 +104 603974.8125 +105 603806.7500 +106 604630.3125 +107 736236.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,XGBoost,1.4988131523132324,"96 20922.097656 +97 20590.691406 +98 20222.494141 +99 16464.914062 +100 13072.708008 +101 265310.125000 +102 14822.092773 +103 14822.092773 +104 36535.746094 +105 36535.746094 +106 39957.027344 +107 270563.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,IPTU,HWES,1.0616600513458252,"72 88805.609375 +73 61688.167969 +74 41978.046875 +75 49810.851562 +76 26723.593750 +77 24539.337891 +78 44174.945312 +79 36201.089844 +80 29384.378906 +81 33423.445312 +82 16728.517578 +83 17033.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ISS,XGBoost,1.670621395111084,"72 138678.750000 +73 138226.609375 +74 138805.703125 +75 135543.656250 +76 136031.281250 +77 150899.531250 +78 151833.281250 +79 151833.281250 +80 151833.281250 +81 130037.789062 +82 151833.281250 +83 152234.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ITBI,XGBoost,1.1274385452270508,"72 33350.335938 +73 33280.851562 +74 32776.906250 +75 32537.552734 +76 32326.373047 +77 33435.101562 +78 33531.019531 +79 34202.808594 +80 34202.808594 +81 46867.789062 +82 51629.000000 +83 30358.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,MLP,1.0119633674621582,"72 1.082150e+06 +73 1.076092e+06 +74 1.096159e+06 +75 1.126724e+06 +76 1.150160e+06 +77 1.151666e+06 +78 1.163230e+06 +79 1.174263e+06 +80 1.185872e+06 +81 1.191103e+06 +82 1.194262e+06 +83 1.190877e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,MLP,1.9914805889129639,"72 -10928.044642 +73 57412.604394 +74 49171.444212 +75 -16457.277355 +76 46443.353166 +77 314502.233294 +78 72198.458183 +79 125320.538569 +80 133323.967374 +81 105808.773670 +82 160645.362627 +83 193023.619043 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,AR,3.5253922939300537,"96 43832.980469 +97 58641.593750 +98 50228.312500 +99 40348.210938 +100 45914.835938 +101 46809.539062 +102 59049.468750 +103 43775.253906 +104 56493.156250 +105 41261.933594 +106 60361.691406 +107 62308.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ISS,MLP,1.926177978515625,"96 95045.739773 +97 99936.283244 +98 101064.219974 +99 101764.160705 +100 106091.458789 +101 102051.242161 +102 101706.701705 +103 103484.107209 +104 104994.370195 +105 104931.844550 +106 105241.349894 +107 103177.274287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,XGBoost,1.5185863971710205,"96 64650.921875 +97 54161.023438 +98 49457.187500 +99 43231.839844 +100 43622.406250 +101 82230.234375 +102 82222.585938 +103 82059.195312 +104 82006.187500 +105 82230.234375 +106 82177.703125 +107 82006.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,MLP,1.2107186317443848,"96 474146.509869 +97 464697.891307 +98 469946.788564 +99 481027.383314 +100 487014.916717 +101 476291.916924 +102 483046.125838 +103 487176.156400 +104 491871.881726 +105 493373.379630 +106 494841.605257 +107 494675.460269 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,SARIMAX,1.290398359298706,"96 123431.843750 +97 122464.984375 +98 122328.054688 +99 119474.867188 +100 122328.054688 +101 427146.843750 +102 187957.953125 +103 187957.953125 +104 187957.953125 +105 187957.953125 +106 187957.953125 +107 384418.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,SARIMAX,3.1316118240356445,"90 6029.492676 +91 4675.138672 +92 2784.593994 +93 4770.255859 +94 4744.025879 +95 5383.830078 +96 5226.413574 +97 5343.444336 +98 8402.222656 +99 4530.100586 +100 4855.244629 +101 4661.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,XGBoost,1.6879208087921143,"96 11543.998047 +97 11543.998047 +98 13553.621094 +99 12547.808594 +100 12569.254883 +101 8757.888672 +102 8763.811523 +103 8763.811523 +104 8749.735352 +105 8750.986328 +106 8763.811523 +107 8755.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,XGBoost,1.0898163318634033,"92 35038.800781 +93 34363.320312 +94 21091.289062 +95 36509.152344 +96 43176.839844 +97 17120.031250 +98 24138.468750 +99 26333.519531 +100 44186.054688 +101 15128.813477 +102 15459.875000 +103 32566.488281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,MLP,1.92281174659729,"96 565644.910245 +97 535774.883909 +98 551388.813409 +99 561549.088639 +100 575944.894337 +101 563084.317489 +102 566309.366818 +103 574790.155754 +104 578371.759864 +105 580344.146480 +106 579668.815884 +107 584049.979499 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,XGBoost,2.709779739379883,"88 46012.226562 +89 42321.890625 +90 39469.648438 +91 37715.265625 +92 37715.265625 +93 115328.859375 +94 84324.742188 +95 84324.742188 +96 84324.742188 +97 71701.179688 +98 71701.179688 +99 84356.929688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,IPTU,SARIMAX,2.5004703998565674,"96 101531.007812 +97 156091.968750 +98 257424.812500 +99 213568.109375 +100 246501.234375 +101 343422.343750 +102 143877.093750 +103 164106.453125 +104 343422.343750 +105 308399.906250 +106 344411.781250 +107 434513.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ISS,XGBoost,2.67773175239563,"96 563756.8750 +97 590165.4375 +98 623738.7500 +99 615837.3125 +100 614970.5625 +101 737022.1250 +102 614970.5625 +103 631151.9375 +104 737022.1250 +105 737022.1250 +106 737022.1250 +107 737022.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ITBI,MLP,1.5029566287994385,"96 302179.277185 +97 252591.321543 +98 283986.153733 +99 274896.187997 +100 323670.893681 +101 201308.995262 +102 234780.680896 +103 248310.339081 +104 224541.658102 +105 215105.463152 +106 168563.709102 +107 210139.230602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,MLP,1.1475396156311035,"96 3.768198e+06 +97 3.723291e+06 +98 3.776288e+06 +99 3.871012e+06 +100 3.945584e+06 +101 3.913287e+06 +102 3.964026e+06 +103 4.006282e+06 +104 4.053175e+06 +105 4.078397e+06 +106 4.096039e+06 +107 4.099015e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,MLP,1.2254829406738281,"96 3.270130e+04 +97 3.379018e+05 +98 3.326893e+05 +99 1.940758e+05 +100 4.205760e+05 +101 1.768435e+06 +102 5.107068e+05 +103 7.998522e+05 +104 9.055246e+05 +105 9.732057e+05 +106 1.266600e+06 +107 1.296470e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,IPTU,SES,1.5890591144561768,"90 721011.6250 +91 515271.4375 +92 843643.3125 +93 900985.7500 +94 900985.7500 +95 858907.8125 +96 714410.0625 +97 715317.1875 +98 715317.1875 +99 715317.1875 +100 714046.2500 +101 658820.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ISS,XGBoost,1.2612991333007812,"92 694959.312500 +93 159661.828125 +94 186798.390625 +95 159661.828125 +96 159661.828125 +97 161587.750000 +98 158369.406250 +99 172913.328125 +100 694959.312500 +101 156443.484375 +102 156443.484375 +103 156443.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ITBI,XGBoost,1.2590339183807373,"92 111532.281250 +93 126662.375000 +94 81781.601562 +95 126828.851562 +96 81688.531250 +97 82218.507812 +98 82305.968750 +99 82104.890625 +100 82287.890625 +101 82295.132812 +102 82287.890625 +103 82296.367188 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,MLP,1.53609037399292,"92 1.115137e+06 +93 1.089985e+06 +94 1.096573e+06 +95 1.138342e+06 +96 1.138525e+06 +97 1.180609e+06 +98 1.190927e+06 +99 1.203452e+06 +100 1.232685e+06 +101 1.252078e+06 +102 1.274284e+06 +103 1.259256e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,MLP,2.3768818378448486,"92 65644.683643 +93 161310.405655 +94 162003.364369 +95 126602.595550 +96 164761.692880 +97 419039.043730 +98 223017.227411 +99 274833.733994 +100 298341.072686 +101 308537.419881 +102 343323.404425 +103 241638.011265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,IPTU,MLP,1.9206280708312988,"74 -14733.797089 +75 -21398.956019 +76 -50207.030123 +77 -45632.034193 +78 -65615.301754 +79 -93554.551809 +80 -134410.011083 +81 -183011.725578 +82 -246914.592081 +83 -325851.160975 +84 -437381.745545 +85 -586947.061195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ISS,SARIMAX,3.3528780937194824,"96 19605.611328 +97 20875.511719 +98 20132.095703 +99 20150.093750 +100 20089.238281 +101 20632.939453 +102 17963.535156 +103 19966.105469 +104 20574.384766 +105 19966.105469 +106 19902.267578 +107 16751.146484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ITBI,XGBoost,1.945037603378296,"89 8712.158203 +90 6265.355957 +91 7830.364746 +92 5093.147461 +93 5059.707031 +94 6029.361816 +95 9154.830078 +96 5178.999512 +97 8006.682129 +98 4010.454834 +99 4114.117188 +100 4158.995117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,MLP,1.1661655902862549,"96 272036.969050 +97 270483.777188 +98 272829.053734 +99 279357.496259 +100 282195.996322 +101 281734.059572 +102 284978.419342 +103 287121.591248 +104 290746.273767 +105 292710.933885 +106 294713.392779 +107 293562.360586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,MLP,1.4096102714538574,"92 3896.424660 +93 19016.175583 +94 21947.975841 +95 24420.394010 +96 31103.492154 +97 92996.442295 +98 33585.382182 +99 47120.715324 +100 52744.639323 +101 58489.280552 +102 67606.782350 +103 66708.099900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,1.0678791999816895,"81 46855.156250 +82 59052.996094 +83 52377.097656 +84 52513.347656 +85 74286.593750 +86 74497.406250 +87 52521.605469 +88 73382.773438 +89 52523.011719 +90 52521.605469 +91 52521.605469 +92 52510.347656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ISS,SES,2.701061487197876,"96 18726.546875 +97 19808.759766 +98 19118.250000 +99 39882.101562 +100 20897.148438 +101 20855.375000 +102 20913.406250 +103 20873.250000 +104 20913.406250 +105 20868.408203 +106 20913.406250 +107 20862.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ITBI,XGBoost,3.247333526611328,"82 17460.429688 +83 3719.158936 +84 5050.532227 +85 4565.420898 +86 12794.774414 +87 13106.341797 +88 4339.231934 +89 7482.541016 +90 12928.470703 +91 13892.475586 +92 4379.453125 +93 4198.872070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,MLP,1.1296353340148926,"96 369225.343851 +97 373030.890533 +98 329096.013658 +99 375844.190955 +100 396114.808360 +101 356230.504740 +102 365888.688428 +103 363602.581252 +104 387467.335493 +105 372758.937555 +106 361052.337491 +107 377576.990678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,MLP,1.3232383728027344,"91 23700.149680 +92 21997.214649 +93 22614.195926 +94 23500.188250 +95 30831.434686 +96 63703.073221 +97 24259.391944 +98 41960.257108 +99 46503.193193 +100 49639.079508 +101 55374.898653 +102 37069.990506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,IPTU,SARIMAX,1.2970547676086426,"96 588698.250000 +97 739115.375000 +98 739259.312500 +99 346060.968750 +100 257770.671875 +101 346044.187500 +102 593899.062500 +103 606475.375000 +104 804969.812500 +105 477859.468750 +106 276548.875000 +107 350738.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ISS,MLP,1.291966199874878,"96 944830.018948 +97 910805.795989 +98 928713.619430 +99 986837.393673 +100 750484.311679 +101 894869.517798 +102 836987.973904 +103 837514.994495 +104 811760.035847 +105 748114.531489 +106 852657.308749 +107 775946.145663 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ITBI,XGBoost,2.305806875228882,"96 222929.875000 +97 137239.703125 +98 114677.234375 +99 112552.031250 +100 103895.820312 +101 113360.953125 +102 141466.781250 +103 125986.648438 +104 121297.531250 +105 120118.312500 +106 120118.312500 +107 122352.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,XGBoost,2.0159809589385986,"96 2802930.25 +97 2752465.25 +98 2865004.25 +99 2850097.25 +100 2847809.00 +101 3089511.00 +102 2859538.75 +103 2849246.50 +104 2859538.75 +105 2810013.50 +106 2830211.25 +107 3083280.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,MLP,1.7251229286193848,"96 7.331356e+04 +97 2.070298e+05 +98 1.655420e+05 +99 -4.482285e+04 +100 2.190680e+04 +101 1.038307e+06 +102 1.769023e+05 +103 3.014845e+05 +104 3.129703e+05 +105 2.484732e+05 +106 3.607730e+05 +107 4.059561e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,IPTU,AR,2.182661771774292,"82 12874.967773 +83 1655.771484 +84 1488.159790 +85 770.809082 +86 1398.882935 +87 2387.579102 +88 10248.633789 +89 4451.328613 +90 3558.097412 +91 5014.329590 +92 6683.428711 +93 3802.925049 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ISS,MLP,1.3110556602478027,"84 33096.925910 +85 31022.097698 +86 32325.536338 +87 33122.281269 +88 34182.006210 +89 34185.348549 +90 33622.820606 +91 34489.003240 +92 34411.444885 +93 34500.807696 +94 34489.996352 +95 35154.397851 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ITBI,Prophet,1.0981683731079102,"82 8461.788086 +83 16088.104492 +84 9714.037109 +85 9792.052734 +86 16903.791016 +87 12764.513672 +88 12918.319336 +89 9383.844727 +90 8436.552734 +91 10392.884766 +92 9621.545898 +93 16092.422852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,MLP,1.2288448810577393,"96 521759.528108 +97 512632.769755 +98 516927.787207 +99 531700.435114 +100 534617.141967 +101 541661.060606 +102 545505.890108 +103 549360.183247 +104 557274.091699 +105 561296.500203 +106 565957.765015 +107 559905.211089 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,MLP,1.1531410217285156,"96 -1986.868848 +97 31361.847742 +98 23385.579173 +99 24208.085132 +100 46636.858068 +101 173858.344897 +102 44854.475604 +103 75283.360488 +104 82687.709846 +105 96023.783463 +106 123606.805656 +107 135934.188377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,IPTU,HWES,3.469158411026001,"88 8683.751953 +89 2863.451904 +90 2907.042969 +91 2966.735352 +92 8231.690430 +93 2283.988525 +94 4128.414062 +95 2002.058838 +96 1997.060303 +97 1371.063110 +98 3562.422607 +99 2990.645264 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ISS,MLP,3.741262912750244,"96 15719.701602 +97 18405.760826 +98 17580.232781 +99 18911.279391 +100 20109.742234 +101 19984.576636 +102 21216.366511 +103 21803.797522 +104 22764.553963 +105 23628.537834 +106 24372.647254 +107 25376.605548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ITBI,XGBoost,2.442586898803711,"84 7655.465332 +85 5223.009766 +86 4191.848633 +87 4222.644531 +88 4211.630859 +89 3254.002930 +90 2982.688965 +91 3942.830566 +92 4020.064697 +93 3868.613525 +94 3918.215820 +95 4824.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,MLP,1.216658115386963,"96 299291.078548 +97 297535.106717 +98 306058.737943 +99 316281.227260 +100 328216.972996 +101 323140.313302 +102 329361.845240 +103 334962.161420 +104 338489.878572 +105 339759.428749 +106 338551.970353 +107 340507.235624 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,SARIMAX,1.89762544631958,"96 7048.698730 +97 8615.647461 +98 4934.954102 +99 4860.068359 +100 4850.430176 +101 12241.191406 +102 7645.545898 +103 6989.015625 +104 11526.319336 +105 15320.829102 +106 15312.944336 +107 13410.106445 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,IPTU,HWES,1.4010517597198486,"96 1.007964e+06 +97 4.357359e+05 +98 4.402977e+05 +99 4.331095e+05 +100 7.670288e+05 +101 9.960288e+05 +102 9.960288e+05 +103 4.390055e+05 +104 4.390055e+05 +105 4.390055e+05 +106 1.040167e+06 +107 1.156329e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ISS,XGBoost,1.3162083625793457,"96 112380.429688 +97 103286.804688 +98 107709.039062 +99 128398.500000 +100 125398.453125 +101 112380.429688 +102 112380.429688 +103 107664.570312 +104 112380.429688 +105 100155.117188 +106 112380.429688 +107 112380.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ITBI,SES,2.7034201622009277,"96 62838.574219 +97 72204.398438 +98 68755.515625 +99 69257.195312 +100 52355.363281 +101 54496.167969 +102 56230.402344 +103 54284.097656 +104 55224.828125 +105 55224.828125 +106 57265.242188 +107 57265.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,MLP,1.6711525917053223,"96 482996.083971 +97 472492.634202 +98 482360.208098 +99 495646.047992 +100 511687.057937 +101 491912.538170 +102 505134.935563 +103 515154.453867 +104 521715.578743 +105 524278.610771 +106 522486.056013 +107 531026.735821 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,SARIMAX,1.2643747329711914,"87 88040.210938 +88 82347.804688 +89 70452.031250 +90 69783.046875 +91 75953.054688 +92 142225.703125 +93 113005.468750 +94 95214.835938 +95 84056.515625 +96 99142.140625 +97 96537.804688 +98 115518.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,1.3583078384399414,"86 6616.512207 +87 87064.554688 +88 18788.898438 +89 6318.263184 +90 6470.228516 +91 5787.785156 +92 5788.360352 +93 81250.851562 +94 6454.473633 +95 6899.296387 +96 6899.296387 +97 6603.166016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ISS,SARIMAX,2.557931900024414,"96 304553.09375 +97 304594.96875 +98 304594.96875 +99 304594.96875 +100 304553.09375 +101 304873.65625 +102 304553.09375 +103 304873.65625 +104 304553.09375 +105 304553.09375 +106 304553.09375 +107 304873.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ITBI,XGBoost,1.2364232540130615,"96 39345.656250 +97 24870.273438 +98 22853.994141 +99 42442.570312 +100 38076.382812 +101 56023.097656 +102 22932.445312 +103 39886.703125 +104 41752.640625 +105 20292.093750 +106 31687.691406 +107 36486.128906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.1057302951812744,"96 925769.0000 +97 904947.0000 +98 908306.6875 +99 960185.1250 +100 960185.1250 +101 968198.1250 +102 960185.1250 +103 960185.1250 +104 960185.1250 +105 960185.1250 +106 969530.1250 +107 969530.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,MLP,2.157132863998413,"96 35867.806175 +97 53500.065135 +98 118266.763206 +99 122932.548695 +100 161199.191977 +101 409136.258013 +102 172508.544521 +103 199045.135742 +104 257040.731960 +105 281269.765079 +106 321129.121181 +107 325333.562247 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,1.8466541767120361,"96 293829.218750 +97 292848.125000 +98 198409.546875 +99 198409.546875 +100 228666.593750 +101 202214.140625 +102 225044.906250 +103 225044.906250 +104 220003.312500 +105 218484.328125 +106 220003.312500 +107 218780.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ISS,SARIMAX,1.6604328155517578,"96 532320.93750 +97 456609.62500 +98 532808.25000 +99 469462.15625 +100 528402.62500 +101 540893.37500 +102 540893.37500 +103 481919.03125 +104 540893.37500 +105 481919.03125 +106 540893.37500 +107 541086.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,MLP,1.1833913326263428,"96 611637.901153 +97 678736.655085 +98 661561.513371 +99 800633.840881 +100 799837.968838 +101 844164.570932 +102 860322.186914 +103 896540.268731 +104 894470.823194 +105 977421.010824 +106 952839.034396 +107 935472.598756 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,MLP,1.4071407318115234,"96 2.509166e+06 +97 2.485462e+06 +98 2.534591e+06 +99 2.615363e+06 +100 2.683270e+06 +101 2.697921e+06 +102 2.735764e+06 +103 2.777094e+06 +104 2.819841e+06 +105 2.842521e+06 +106 2.856115e+06 +107 2.854997e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,XGBoost,2.7053685188293457,"96 4.615359e+05 +97 3.495141e+05 +98 2.832722e+05 +99 2.855560e+05 +100 2.574509e+05 +101 1.489800e+06 +102 6.624308e+05 +103 5.806951e+05 +104 4.999402e+05 +105 4.961005e+05 +106 4.999402e+05 +107 1.424102e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,IPTU,Prophet,2.7017548084259033,"96 856155.25 +97 856155.25 +98 856155.25 +99 856155.25 +100 1083845.00 +101 4032095.50 +102 1316809.00 +103 1316809.00 +104 1316809.00 +105 1316809.00 +106 1316809.00 +107 4032095.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ISS,MLP,1.3659019470214844,"96 821603.599404 +97 936021.287233 +98 911435.983509 +99 732598.826874 +100 709772.075994 +101 757226.860162 +102 812363.733017 +103 698878.187108 +104 677490.957237 +105 841967.800490 +106 849546.382308 +107 829124.897024 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ITBI,HWES,1.2258188724517822,"96 70671.085938 +97 74985.757812 +98 75304.687500 +99 67735.265625 +100 87101.132812 +101 67074.093750 +102 88226.125000 +103 89457.898438 +104 91547.976562 +105 75679.914062 +106 86024.093750 +107 76596.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,XGBoost,1.341524362564087,"96 2503605.25 +97 2536426.50 +98 2410748.50 +99 2459811.75 +100 2583904.50 +101 2309004.75 +102 2508906.25 +103 2521328.50 +104 2508906.25 +105 2514053.75 +106 2368765.00 +107 2410748.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,MLP,1.3581123352050781,"95 20366.787884 +96 98826.763069 +97 67323.183813 +98 -85394.089486 +99 -62364.686234 +100 462192.272524 +101 -29011.726284 +102 11875.730690 +103 6986.787303 +104 -62130.397996 +105 -40561.675752 +106 -186718.290364 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,IPTU,AR,1.6370484828948975,"96 2965107.50 +97 3074586.75 +98 2413572.00 +99 3069940.50 +100 2419352.75 +101 5001834.00 +102 3074586.75 +103 2957274.25 +104 2417997.75 +105 3074586.75 +106 2442305.00 +107 4908787.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ISS,SARIMAX,1.3510630130767822,"96 6695311.0 +97 6624122.5 +98 6649724.5 +99 6746308.0 +100 6895084.0 +101 6895084.0 +102 6894719.5 +103 6894719.5 +104 6894719.5 +105 6894719.5 +106 6894719.5 +107 6894719.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ITBI,SARIMAX,1.211608648300171,"96 2459895.750 +97 2503638.250 +98 2428035.250 +99 2507086.000 +100 2263665.250 +101 2480190.750 +102 2444405.500 +103 2266398.500 +104 2304917.000 +105 2153255.750 +106 2096761.875 +107 2093556.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,XGBoost,1.2870237827301025,"96 18338614.0 +97 19584888.0 +98 19178582.0 +99 19504700.0 +100 19334988.0 +101 20335842.0 +102 19103018.0 +103 19845832.0 +104 19580584.0 +105 18938040.0 +106 18281732.0 +107 20392074.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,XGBoost,2.9286582469940186,"96 2.402322e+06 +97 1.392755e+06 +98 1.031691e+06 +99 7.866138e+05 +100 6.130161e+05 +101 6.023676e+06 +102 2.269177e+06 +103 1.670625e+06 +104 1.611405e+06 +105 1.533986e+06 +106 1.475002e+06 +107 6.025330e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,IPTU,SARIMAX,3.051236391067505,"55 1208.716309 +56 7572.128418 +57 832.864990 +58 1351.391602 +59 864.837036 +60 1117.774902 +61 7290.632812 +62 879.570129 +63 7237.600586 +64 922.687866 +65 1173.903076 +66 1276.013428 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ISS,XGBoost,1.7307496070861816,"96 42584.488281 +97 41247.796875 +98 43383.546875 +99 32899.425781 +100 32328.324219 +101 33986.000000 +102 59825.257812 +103 59911.492188 +104 53905.953125 +105 53795.410156 +106 165408.859375 +107 165408.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ITBI,XGBoost,2.2385833263397217,"75 4216.474121 +76 3313.007324 +77 8502.476562 +78 4324.985352 +79 5468.901855 +80 6447.948730 +81 5650.763184 +82 6066.754883 +83 11245.398438 +84 5300.576660 +85 11866.418945 +86 16757.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,MLP,1.3481683731079102,"96 306351.258387 +97 303397.967053 +98 307298.366504 +99 316570.739534 +100 321515.640022 +101 322360.268734 +102 329264.257670 +103 332871.863345 +104 338123.735771 +105 341237.026776 +106 344098.957022 +107 343055.269772 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,XGBoost,1.305701732635498,"96 17051.904297 +97 16393.328125 +98 16691.271484 +99 14716.180664 +100 14740.175781 +101 97250.179688 +102 37728.304688 +103 38418.207031 +104 38278.046875 +105 37575.976562 +106 38891.007812 +107 92919.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,IPTU,SARIMAX,1.3231549263000488,"96 30053.578125 +97 54918.328125 +98 28166.945312 +99 27054.548828 +100 24920.580078 +101 201301.765625 +102 27041.652344 +103 57093.335938 +104 25303.648438 +105 25719.966797 +106 24128.642578 +107 201454.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ISS,MLP,1.0779459476470947,"96 111006.333877 +97 113602.974083 +98 119326.920522 +99 146166.352313 +100 91030.768056 +101 106481.130237 +102 109365.407869 +103 110463.872131 +104 107088.966822 +105 76408.443276 +106 131686.405809 +107 117624.902852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ITBI,XGBoost,1.836534023284912,"93 36452.847656 +94 37493.738281 +95 36127.917969 +96 35999.996094 +97 24066.261719 +98 20254.841797 +99 19326.380859 +100 19326.380859 +101 16477.238281 +102 17832.091797 +103 22738.113281 +104 21622.193359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,XGBoost,1.2015721797943115,"96 421190.43750 +97 392345.75000 +98 383907.68750 +99 380232.09375 +100 360338.09375 +101 435894.21875 +102 417709.18750 +103 417709.18750 +104 424607.21875 +105 389537.78125 +106 389568.43750 +107 394511.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,SARIMAX,1.1970794200897217,"96 57824.703125 +97 39814.507812 +98 35599.988281 +99 25233.066406 +100 22679.753906 +101 224607.109375 +102 105272.421875 +103 79762.843750 +104 63008.765625 +105 60371.878906 +106 60371.878906 +107 206329.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,IPTU,SARIMAX,1.356787919998169,"74 108062.445312 +75 65117.972656 +76 32281.447266 +77 22974.652344 +78 23133.765625 +79 10147.443359 +80 97667.476562 +81 20992.316406 +82 15683.614258 +83 17898.796875 +84 16761.173828 +85 107764.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ISS,HWES,1.2884607315063477,"84 78394.710938 +85 77028.820312 +86 76722.445312 +87 84264.828125 +88 76722.445312 +89 84291.585938 +90 84272.601562 +91 84264.828125 +92 84291.585938 +93 84291.585938 +94 84272.601562 +95 84291.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ITBI,MLP,1.5660462379455566,"84 35863.522330 +85 37532.619443 +86 30409.557704 +87 29518.734706 +88 28972.511283 +89 31211.653281 +90 32475.325461 +91 25382.511452 +92 24712.902227 +93 29171.861712 +94 29996.495422 +95 28156.551876 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,MLP,2.875917434692383,"84 540627.207126 +85 530224.441222 +86 535558.216600 +87 550207.198726 +88 556084.263162 +89 555200.717582 +90 561163.997341 +91 566826.190149 +92 575222.327764 +93 579648.912666 +94 584631.716663 +95 582773.623970 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,MLP,2.0221362113952637,"84 1051.214541 +85 42600.366959 +86 44208.049191 +87 34824.542496 +88 58068.488208 +89 269991.226800 +90 75719.877035 +91 122515.221452 +92 143544.419709 +93 158525.710507 +94 203855.420547 +95 258195.364845 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,IPTU,XGBoost,4.094976902008057,"96 184558.765625 +97 286138.750000 +98 174383.781250 +99 174403.171875 +100 182114.078125 +101 182861.875000 +102 207884.468750 +103 118463.781250 +104 192421.859375 +105 192421.859375 +106 207876.062500 +107 207876.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ISS,MLP,1.454054594039917,"96 202292.365122 +97 202037.709007 +98 185134.591469 +99 183953.913219 +100 194042.316827 +101 197272.617669 +102 204895.270364 +103 197785.000237 +104 208018.993624 +105 212651.315429 +106 201677.990675 +107 207025.540366 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ITBI,XGBoost,1.0628118515014648,"96 48301.382812 +97 46305.097656 +98 42677.382812 +99 44157.035156 +100 40109.625000 +101 44915.199219 +102 45738.968750 +103 47999.281250 +104 44591.179688 +105 43381.875000 +106 45403.308594 +107 38607.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,MLP,1.1612043380737305,"94 381538.598123 +95 715222.155171 +96 -103057.572616 +97 312657.071250 +98 347438.660557 +99 265124.834938 +100 217774.107112 +101 -267516.669652 +102 507389.205111 +103 173822.013652 +104 89508.984847 +105 123379.224642 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,XGBoost,2.2990174293518066,"94 139894.078125 +95 203465.156250 +96 205405.515625 +97 203432.562500 +98 202083.828125 +99 188418.406250 +100 186758.421875 +101 188418.406250 +102 188418.406250 +103 188418.406250 +104 160501.921875 +105 188418.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,IPTU,SARIMAX,1.3792636394500732,"91 5397.594238 +92 22502.498047 +93 23020.984375 +94 21659.392578 +95 22717.609375 +96 4383.744141 +97 17678.457031 +98 21282.095703 +99 21055.029297 +100 16467.058594 +101 20908.876953 +102 7304.714844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ISS,MLP,1.0811469554901123,"96 149908.907228 +97 260932.551553 +98 300618.342618 +99 381313.216504 +100 475403.819473 +101 385860.704291 +102 591168.104351 +103 600773.829776 +104 686404.471663 +105 724638.047676 +106 729108.340111 +107 985124.172970 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ITBI,XGBoost,1.1433076858520508,"89 78435.296875 +90 78003.468750 +91 78036.523438 +92 78036.523438 +93 78036.523438 +94 78003.468750 +95 78003.468750 +96 78094.070312 +97 78127.117188 +98 78284.484375 +99 78635.554688 +100 78284.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,Prophet,1.4245541095733643,"89 767494.8750 +90 812253.2500 +91 805460.0000 +92 722787.1250 +93 802805.5625 +94 805088.0625 +95 806223.1250 +96 768258.0000 +97 768258.0000 +98 769393.0625 +99 722776.1875 +100 811881.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,1.6947572231292725,"89 56188.484375 +90 27367.232422 +91 7012.367188 +92 6551.280762 +93 8402.596680 +94 12814.263672 +95 31701.138672 +96 24468.826172 +97 16667.703125 +98 16779.796875 +99 16244.175781 +100 10747.530273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,IPTU,XGBoost,2.7393147945404053,"86 1936.459839 +87 2141.578125 +88 5573.395996 +89 4521.808594 +90 3247.668945 +91 7863.848633 +92 6318.397461 +93 6359.779785 +94 12210.233398 +95 28336.707031 +96 28336.707031 +97 5245.449707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ISS,AR,3.5685672760009766,"96 13219.404297 +97 11469.649414 +98 11238.376953 +99 11658.411133 +100 11497.416992 +101 11487.983398 +102 23392.095703 +103 23380.009766 +104 23370.005859 +105 23404.033203 +106 23370.005859 +107 23404.033203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ITBI,XGBoost,2.189509630203247,"93 5262.797852 +94 1697.115967 +95 3984.703857 +96 3489.778809 +97 4824.666992 +98 4226.545410 +99 4948.038574 +100 4711.176758 +101 5742.200684 +102 5502.824219 +103 6296.382812 +104 4127.581055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,MLP,1.3515453338623047,"96 343198.005711 +97 336208.566728 +98 338978.223407 +99 347516.354873 +100 353960.562096 +101 349917.547967 +102 353334.759649 +103 356683.520896 +104 361170.022971 +105 363405.378684 +106 364986.608326 +107 364491.905105 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,SARIMAX,2.4023892879486084,"95 37459.726562 +96 36401.105469 +97 36401.105469 +98 36401.105469 +99 36401.105469 +100 79700.898438 +101 79646.242188 +102 79646.242188 +103 79646.242188 +104 79646.242188 +105 79646.242188 +106 79700.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,IPTU,SARIMAX,1.669710397720337,"84 1571.717407 +85 2919.927979 +86 1328.228516 +87 2761.673584 +88 940.022339 +89 2729.518066 +90 1147.638306 +91 1456.346802 +92 1204.136963 +93 1482.761963 +94 1426.522583 +95 1504.431396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ISS,XGBoost,1.6354851722717285,"96 6538.437500 +97 5961.743652 +98 6288.976074 +99 6805.877441 +100 6990.035156 +101 10435.149414 +102 10432.482422 +103 10193.908203 +104 9946.963867 +105 6151.895508 +106 5926.804199 +107 5911.500977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ITBI,XGBoost,0.9521832466125488,"77 11870.097656 +78 2723.115723 +79 2994.367676 +80 8727.795898 +81 3617.550293 +82 13194.538086 +83 10416.916992 +84 9030.711914 +85 8681.704102 +86 10758.759766 +87 2417.187256 +88 11143.278320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,MLP,1.1446757316589355,"96 239156.536350 +97 234701.448993 +98 237096.820835 +99 241810.772971 +100 249848.631551 +101 242358.909739 +102 246311.382664 +103 248875.254168 +104 251632.393146 +105 253222.497398 +106 253817.314200 +107 254292.046264 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,SARIMAX,2.4777681827545166,"95 10101.492188 +96 6796.012695 +97 9489.993164 +98 12080.686523 +99 46744.406250 +100 48802.808594 +101 14321.403320 +102 13932.053711 +103 14028.151367 +104 12748.777344 +105 41189.210938 +106 41191.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,IPTU,SARIMAX,1.528860330581665,"96 8.696768e+05 +97 8.638103e+05 +98 8.679329e+05 +99 1.011859e+06 +100 1.035329e+06 +101 1.035329e+06 +102 1.027806e+06 +103 7.295808e+05 +104 1.036432e+06 +105 7.390135e+05 +106 1.036432e+06 +107 1.036432e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ISS,HWES,2.499384641647339,"96 126450.843750 +97 116119.703125 +98 114911.601562 +99 100179.226562 +100 107128.687500 +101 119217.125000 +102 106298.843750 +103 110891.570312 +104 109894.625000 +105 91313.164062 +106 130358.453125 +107 129211.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ITBI,SES,2.1516969203948975,"96 171319.656250 +97 162288.546875 +98 232265.953125 +99 177585.015625 +100 187163.406250 +101 170742.906250 +102 172274.265625 +103 179546.578125 +104 185512.687500 +105 177403.703125 +106 177403.703125 +107 193170.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,MLP,1.301391363143921,"96 504610.211956 +97 500966.186501 +98 505801.765696 +99 514492.856148 +100 525979.536162 +101 521735.327620 +102 527490.747237 +103 533356.077885 +104 538612.473417 +105 541990.275705 +106 543226.870634 +107 547232.426588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,MLP,1.3727807998657227,"89 5.305985e+05 +90 6.635610e+05 +91 8.633564e+05 +92 1.046822e+06 +93 1.221898e+06 +94 1.383553e+06 +95 1.930514e+06 +96 2.540650e+06 +97 3.047176e+06 +98 3.696921e+06 +99 4.804878e+06 +100 6.539528e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,IPTU,XGBoost,0.9932715892791748,"55 312614.250000 +56 192842.921875 +57 287525.312500 +58 194300.203125 +59 197952.125000 +60 195784.140625 +61 287525.312500 +62 195158.531250 +63 287525.312500 +64 195367.859375 +65 195367.859375 +66 195367.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ISS,MLP,1.1706674098968506,"80 59015.007203 +81 52336.013477 +82 46340.762136 +83 53380.137317 +84 47346.408502 +85 53312.393014 +86 47690.114633 +87 50312.452069 +88 53986.555607 +89 50513.029258 +90 54133.888895 +91 51525.430649 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ITBI,MLP,2.121880054473877,"78 44758.142174 +79 39465.097615 +80 41271.953846 +81 43621.872893 +82 50842.294622 +83 47214.396779 +84 49342.720266 +85 45093.523134 +86 48327.869701 +87 50826.039176 +88 50094.766564 +89 47007.116311 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,MLP,1.0782878398895264,"80 621314.360508 +81 502206.236780 +82 524361.414292 +83 546290.066236 +84 591184.829316 +85 569109.046388 +86 513841.799270 +87 549259.370279 +88 545886.687963 +89 535756.303905 +90 504065.582211 +91 495531.546696 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,AR,1.3216509819030762,"80 107408.187500 +81 105204.046875 +82 103197.132812 +83 104477.156250 +84 103197.132812 +85 244932.484375 +86 223794.609375 +87 223794.609375 +88 179210.500000 +89 179210.500000 +90 179210.500000 +91 137239.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,IPTU,MLP,2.0928256511688232,"96 54822.606245 +97 49049.327726 +98 35144.998257 +99 -7978.501015 +100 7590.398844 +101 24785.908511 +102 25425.928209 +103 16398.887200 +104 19725.006158 +105 18528.101829 +106 25740.578560 +107 30085.533153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ISS,XGBoost,1.9079475402832031,"96 38999.906250 +97 50399.636719 +98 48564.269531 +99 51544.187500 +100 51517.683594 +101 59919.703125 +102 48564.269531 +103 51355.343750 +104 48535.531250 +105 50682.859375 +106 48382.375000 +107 59919.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ITBI,MLP,2.536519765853882,"96 48820.505110 +97 55621.648801 +98 62311.919315 +99 67030.792409 +100 73608.075291 +101 77428.346433 +102 81144.582117 +103 91917.470353 +104 102680.717619 +105 105628.231654 +106 112161.438580 +107 121606.612276 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,MLP,1.2784783840179443,"96 546650.317317 +97 546827.263887 +98 558009.902089 +99 567286.499190 +100 587050.778209 +101 571030.874246 +102 581544.004248 +103 588433.316009 +104 591396.497345 +105 593629.544375 +106 591616.565131 +107 600510.530602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,XGBoost,1.440373182296753,"96 50731.425781 +97 48361.468750 +98 29129.732422 +99 37842.304688 +100 30733.617188 +101 178745.218750 +102 47160.152344 +103 49113.796875 +104 75226.648438 +105 75884.882812 +106 84800.773438 +107 201570.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,IPTU,SARIMAX,1.2960352897644043,"89 7812.265137 +90 5086.532715 +91 5099.555664 +92 8087.228027 +93 3094.495605 +94 4298.348145 +95 5261.264648 +96 5308.484863 +97 5261.264648 +98 5261.264648 +99 8215.863281 +100 7629.095215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ISS,Prophet,3.3466410636901855,"96 20545.640625 +97 21638.462891 +98 20948.603516 +99 14618.144531 +100 20414.847656 +101 25880.087891 +102 22754.878906 +103 24579.101562 +104 23357.912109 +105 22280.486328 +106 23357.912109 +107 21533.689453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ITBI,MLP,1.1276302337646484,"90 21480.871062 +91 22132.590598 +92 15985.213976 +93 16234.647151 +94 16358.486476 +95 18595.272143 +96 17646.602441 +97 16115.615221 +98 15517.678875 +99 16734.454061 +100 17153.343615 +101 16691.091473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,MLP,1.124328374862671,"96 385953.128453 +97 379157.276465 +98 386985.244072 +99 393377.809453 +100 414032.257943 +101 402035.479777 +102 410953.928220 +103 419826.378766 +104 424419.516852 +105 428758.833581 +106 425901.764007 +107 434262.785104 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,MLP,1.6985783576965332,"95 3.250677e+04 +96 8.424072e+04 +97 1.196719e+05 +98 1.671964e+05 +99 2.616066e+05 +100 4.331140e+05 +101 5.098613e+05 +102 7.567274e+05 +103 1.103051e+06 +104 1.604765e+06 +105 2.341098e+06 +106 3.323682e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,IPTU,XGBoost,1.1011021137237549,"69 449.390259 +70 532.523499 +71 676.210022 +72 638.254089 +73 258.516693 +74 1302.631714 +75 1302.631714 +76 1302.631714 +77 1777.694092 +78 1777.694092 +79 1777.694092 +80 1777.694092 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ISS,SARIMAX,1.9404387474060059,"88 50224.902344 +89 34675.273438 +90 44375.519531 +91 54068.636719 +92 32101.683594 +93 50682.511719 +94 44468.492188 +95 39555.347656 +96 39568.847656 +97 44468.492188 +98 38366.324219 +99 44468.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ITBI,Prophet,2.334787368774414,"76 30887.517578 +77 31567.083984 +78 33813.863281 +79 33714.875000 +80 33559.148438 +81 14189.122070 +82 33714.875000 +83 31835.152344 +84 33587.312500 +85 31835.152344 +86 31835.152344 +87 18472.552734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,MLP,1.2095520496368408,"88 398746.995279 +89 394578.293177 +90 399086.430621 +91 408447.762326 +92 416142.055089 +93 414864.045634 +94 419477.675214 +95 423976.877091 +96 429591.814003 +97 433369.793318 +98 436428.427844 +99 437398.518666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,MLP,1.2539076805114746,"87 -3327.060207 +88 18885.510832 +89 16093.363497 +90 13683.233271 +91 15414.592550 +92 82628.597870 +93 22135.622619 +94 38397.110846 +95 41822.084695 +96 44412.208469 +97 52268.300152 +98 60599.617938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,IPTU,SARIMAX,1.2624855041503906,"76 99359.703125 +77 99359.703125 +78 99352.531250 +79 99359.703125 +80 99359.703125 +81 99352.531250 +82 99352.531250 +83 99352.531250 +84 99352.531250 +85 99352.531250 +86 99352.531250 +87 99352.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ISS,SES,3.1944515705108643,"96 21522.992188 +97 22806.164062 +98 22806.164062 +99 23161.828125 +100 21787.306641 +101 21379.460938 +102 21884.212891 +103 20073.587891 +104 20073.587891 +105 21324.730469 +106 22049.550781 +107 21298.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ITBI,MLP,2.1439144611358643,"86 1558.690370 +87 -141.688440 +88 600.283517 +89 484.015830 +90 1063.866224 +91 1360.487964 +92 1132.710370 +93 1636.933242 +94 2172.496916 +95 2485.736884 +96 2673.220917 +97 2882.090433 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,MLP,1.0854532718658447,"96 291246.388731 +97 286297.459974 +98 290899.861157 +99 297873.587019 +100 304509.091624 +101 294126.571703 +102 300178.167390 +103 303735.620274 +104 306322.131225 +105 307048.023372 +106 306633.362907 +107 309151.382716 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,XGBoost,1.2506344318389893,"96 17453.710938 +97 15214.494141 +98 16265.682617 +99 15838.187500 +100 12564.660156 +101 65310.402344 +102 28787.544922 +103 48858.875000 +104 26168.361328 +105 35981.078125 +106 48884.636719 +107 106427.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,MLP,1.7963511943817139,"77 -2130.590097 +78 -3373.146998 +79 -4893.121949 +80 -11202.492285 +81 -12470.436702 +82 -17575.127812 +83 -25247.619760 +84 -35135.596023 +85 -49052.344958 +86 -67523.078308 +87 -91182.296599 +88 -124725.336204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,XGBoost,1.9018659591674805,"95 8127.716797 +96 8184.159668 +97 8202.375000 +98 11728.784180 +99 11732.213867 +100 12947.359375 +101 11728.784180 +102 11735.360352 +103 11740.451172 +104 11740.451172 +105 12952.450195 +106 12947.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,XGBoost,2.044227361679077,"82 4061.927979 +83 5384.904785 +84 17392.355469 +85 7964.806641 +86 3904.297363 +87 12205.157227 +88 18104.462891 +89 4252.228027 +90 11735.786133 +91 19564.533203 +92 18718.820312 +93 14408.439453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,MLP,2.026735782623291,"96 276440.723172 +97 271725.861744 +98 275150.261005 +99 282911.982114 +100 286946.066786 +101 285406.751887 +102 288965.087819 +103 292057.294718 +104 296150.944443 +105 298207.701805 +106 300271.585507 +107 299439.140934 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,MLP,2.7639410495758057,"96 715.283351 +97 11611.448534 +98 12222.074971 +99 10573.877440 +100 15534.062824 +101 49872.790729 +102 19773.324186 +103 28631.148504 +104 32591.701349 +105 35571.096829 +106 43683.941911 +107 45305.713529 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,MLP,2.0529603958129883,"92 226600.620816 +93 149389.167676 +94 -225203.933658 +95 129596.908563 +96 101408.446830 +97 44613.683665 +98 31169.350587 +99 -36009.590608 +100 -220246.636275 +101 -24725.330462 +102 -54756.750346 +103 -85835.986802 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ISS,Prophet,1.164233922958374,"92 729353.6875 +93 716138.8125 +94 724901.9375 +95 712407.3125 +96 725592.8750 +97 737470.8750 +98 737470.8750 +99 737470.8750 +100 724215.9375 +101 737470.8750 +102 737470.8750 +103 737470.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,Prophet,1.0828826427459717,"92 638487.31250 +93 641672.87500 +94 978619.93750 +95 272180.53125 +96 270174.46875 +97 270174.46875 +98 651660.12500 +99 651660.12500 +100 270174.46875 +101 637520.06250 +102 637520.06250 +103 655812.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,MLP,1.1831128597259521,"92 3.120472e+06 +93 3.069145e+06 +94 3.063370e+06 +95 3.143186e+06 +96 3.124914e+06 +97 3.243378e+06 +98 3.249425e+06 +99 3.262951e+06 +100 3.318723e+06 +101 3.363347e+06 +102 3.410229e+06 +103 3.379530e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,MLP,1.6633973121643066,"92 -7.842097e+04 +93 3.269757e+05 +94 2.481130e+05 +95 5.938016e+04 +96 2.692129e+05 +97 1.356561e+06 +98 2.904039e+05 +99 5.756391e+05 +100 6.262654e+05 +101 6.224296e+05 +102 8.315848e+05 +103 6.605438e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,MLP,1.658494234085083,"76 -4961.750286 +77 -16144.989328 +78 -39494.492835 +79 -26878.206950 +80 -30492.826602 +81 -35804.305371 +82 -48810.988775 +83 -59175.358270 +84 -76095.820084 +85 -77951.174552 +86 -89626.022958 +87 -104287.498114 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ISS,XGBoost,3.250932455062866,"92 13613.705078 +93 13592.588867 +94 32219.115234 +95 23506.515625 +96 20503.992188 +97 23485.626953 +98 30372.496094 +99 43477.253906 +100 19690.609375 +101 27739.437500 +102 13859.702148 +103 21164.033203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,AR,2.0039238929748535,"78 29623.095703 +79 12042.747070 +80 12012.254883 +81 15020.529297 +82 15421.281250 +83 31982.154297 +84 12662.367188 +85 13049.814453 +86 33006.992188 +87 32933.644531 +88 26826.939453 +89 14363.435547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,MLP,1.1980564594268799,"89 509679.758552 +90 499303.855575 +91 507801.047755 +92 519380.722308 +93 530594.978597 +94 503180.870220 +95 516359.602403 +96 522196.494958 +97 524418.685662 +98 523501.386150 +99 520219.973231 +100 528000.599292 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,MLP,1.5326709747314453,"89 29421.919922 +90 39781.205896 +91 7703.103151 +92 30996.708921 +93 62083.502958 +94 153415.311149 +95 100414.350381 +96 131941.086936 +97 158902.387209 +98 229931.566793 +99 322501.679275 +100 395919.572230 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,MLP,1.3439373970031738,"93 2953.696352 +94 -35571.837693 +95 -23862.512522 +96 -19306.147719 +97 -38688.285905 +98 -38997.148783 +99 -54650.488802 +100 -78993.714518 +101 -87968.551169 +102 -100248.192176 +103 -120693.771514 +104 -140303.528712 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ISS,XGBoost,1.856757640838623,"96 39984.855469 +97 34330.148438 +98 33541.332031 +99 38687.226562 +100 41540.929688 +101 38036.878906 +102 40778.960938 +103 40914.308594 +104 40762.246094 +105 39143.218750 +106 37963.937500 +107 38811.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,Prophet,1.0851125717163086,"93 4141.697754 +94 3678.032471 +95 1378.460205 +96 6576.647461 +97 13921.520508 +98 5609.682617 +99 4173.773438 +100 5628.110352 +101 4486.388672 +102 4697.490723 +103 9091.545898 +104 4608.924805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,MLP,1.2641005516052246,"96 545168.850811 +97 517008.231255 +98 530200.063182 +99 550881.216346 +100 560146.892493 +101 575924.065996 +102 588954.675922 +103 577642.863577 +104 600749.069591 +105 609010.540452 +106 616694.738585 +107 610018.997153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,MLP,2.4597830772399902,"96 -5919.864890 +97 30670.580290 +98 27338.082155 +99 12153.289143 +100 18377.715671 +101 192807.184493 +102 39143.517908 +103 69502.489212 +104 74936.452441 +105 73519.488865 +106 84719.448275 +107 110577.317859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,IPTU,SARIMAX,2.795952081680298,"96 2062753.125 +97 1959207.125 +98 1972327.625 +99 1577562.875 +100 1624554.125 +101 2224173.500 +102 2210413.750 +103 2216895.250 +104 2181998.500 +105 1811018.375 +106 1979307.875 +107 2158254.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ISS,MLP,1.2259023189544678,"96 796255.970292 +97 787398.162200 +98 831427.527709 +99 859680.487342 +100 855129.066191 +101 809699.403221 +102 845248.802898 +103 851143.396410 +104 853277.108876 +105 840727.821512 +106 828460.686016 +107 830817.256664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ITBI,SARIMAX,1.1943349838256836,"96 1.253541e+06 +97 1.253541e+06 +98 1.058601e+06 +99 1.252618e+06 +100 1.012680e+06 +101 1.253752e+06 +102 9.951710e+05 +103 9.951710e+05 +104 9.719736e+05 +105 9.784328e+05 +106 9.987402e+05 +107 9.788345e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,MLP,1.9852769374847412,"94 1.409032e+06 +95 1.387224e+06 +96 1.414602e+06 +97 1.447418e+06 +98 1.488265e+06 +99 1.443204e+06 +100 1.473752e+06 +101 1.495153e+06 +102 1.507446e+06 +103 1.511607e+06 +104 1.506101e+06 +105 1.522461e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,MLP,1.9088459014892578,"95 178637.652585 +96 372548.794734 +97 253381.221532 +98 48886.225296 +99 111633.781319 +100 677606.742795 +101 321306.862561 +102 459702.033091 +103 519516.956279 +104 470816.976582 +105 585248.440333 +106 465792.596649 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,IPTU,SES,1.9773290157318115,"88 12520.108398 +89 12854.433594 +90 12826.302734 +91 12820.018555 +92 12886.332031 +93 31905.496094 +94 31851.732422 +95 31834.597656 +96 31825.285156 +97 34421.554688 +98 34421.554688 +99 11568.739258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ISS,XGBoost,1.9742133617401123,"88 11953.663086 +89 12335.558594 +90 11695.254883 +91 26651.939453 +92 26634.908203 +93 26641.097656 +94 26641.097656 +95 26650.113281 +96 26611.658203 +97 26641.097656 +98 26611.658203 +99 26611.658203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ITBI,XGBoost,1.8647303581237793,"88 10546.681641 +89 9545.245117 +90 10400.931641 +91 7201.642578 +92 10351.397461 +93 10322.511719 +94 8214.604492 +95 7659.391113 +96 7659.391113 +97 11593.629883 +98 11693.294922 +99 8569.130859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,Prophet,1.3655586242675781,"88 333657.06250 +89 331538.53125 +90 331226.12500 +91 331809.87500 +92 308219.50000 +93 323471.34375 +94 323471.34375 +95 323471.34375 +96 323471.34375 +97 323349.43750 +98 330777.81250 +99 320599.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,MLP,2.3683528900146484,"88 13797.451551 +89 27856.686311 +90 21833.334476 +91 18782.772137 +92 31090.371128 +93 87429.238896 +94 39364.532993 +95 47605.139385 +96 49250.907057 +97 51259.959659 +98 59422.600521 +99 47537.302529 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,2.924466371536255,"74 1707.297119 +75 140.563461 +76 260.118835 +77 5080.615234 +78 2336.027588 +79 6234.515137 +80 3620.312988 +81 4559.911133 +82 3022.496094 +83 10924.376953 +84 17985.417969 +85 20644.134766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ISS,SES,1.1456944942474365,"96 36288.691406 +97 37481.464844 +98 36403.710938 +99 32262.652344 +100 33922.238281 +101 36790.859375 +102 37707.437500 +103 32009.212891 +104 36821.582031 +105 37625.410156 +106 34406.433594 +107 33933.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,MLP,1.3679044246673584,"89 8349.363905 +90 8487.590384 +91 8514.750913 +92 8211.788117 +93 9235.640834 +94 10280.619353 +95 9653.577034 +96 9840.438098 +97 10493.703515 +98 10156.493585 +99 11797.165227 +100 10898.402543 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,MLP,1.2556333541870117,"96 804001.664064 +97 787573.855078 +98 792691.729852 +99 813401.959710 +100 819015.726632 +101 821361.405201 +102 827870.489992 +103 834179.185468 +104 846720.556822 +105 853662.061092 +106 861644.664023 +107 855300.629220 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,AR,1.5970277786254883,"96 50879.699219 +97 50879.699219 +98 51243.761719 +99 47437.066406 +100 47165.824219 +101 275646.218750 +102 86480.523438 +103 86480.523438 +104 86480.523438 +105 86234.703125 +106 86234.703125 +107 211971.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,IPTU,SARIMAX,1.2758204936981201,"93 82346.750000 +94 81460.601562 +95 77336.679688 +96 76713.914062 +97 85642.132812 +98 9866.837891 +99 35031.933594 +100 35031.933594 +101 81582.593750 +102 81361.109375 +103 79001.171875 +104 108139.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ISS,SARIMAX,1.1608381271362305,"96 153461.062500 +97 153589.546875 +98 207169.906250 +99 144389.937500 +100 153467.515625 +101 185181.640625 +102 207469.171875 +103 207581.718750 +104 153589.546875 +105 207666.468750 +106 207581.718750 +107 153397.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ITBI,XGBoost,1.622642993927002,"96 329263.46875 +97 326177.06250 +98 330474.00000 +99 519277.81250 +100 519568.21875 +101 519277.81250 +102 519277.81250 +103 519277.81250 +104 519277.81250 +105 519277.81250 +106 519277.81250 +107 519277.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,MLP,1.7074859142303467,"96 1.396480e+06 +97 1.401998e+06 +98 1.433155e+06 +99 1.460158e+06 +100 1.515893e+06 +101 1.485282e+06 +102 1.510327e+06 +103 1.529768e+06 +104 1.539273e+06 +105 1.546504e+06 +106 1.542381e+06 +107 1.563624e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,XGBoost,2.400329113006592,"96 149703.031250 +97 132172.468750 +98 62662.375000 +99 43720.402344 +100 34805.886719 +101 631206.937500 +102 121621.328125 +103 119994.585938 +104 89475.406250 +105 89295.835938 +106 58017.656250 +107 612839.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,IPTU,AR,2.4029510021209717,"96 49474.210938 +97 70121.007812 +98 67707.679688 +99 79518.390625 +100 79565.437500 +101 48599.968750 +102 60146.511719 +103 60146.511719 +104 60146.511719 +105 60146.511719 +106 60146.511719 +107 60271.457031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ISS,SARIMAX,1.1197750568389893,"96 44618.039062 +97 44606.679688 +98 44579.976562 +99 44523.632812 +100 44589.394531 +101 44574.902344 +102 44523.632812 +103 44523.632812 +104 44523.632812 +105 44523.632812 +106 44523.632812 +107 44574.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ITBI,XGBoost,2.5487940311431885,"96 87014.914062 +97 123741.437500 +98 197551.984375 +99 232161.453125 +100 221904.671875 +101 232544.437500 +102 231963.906250 +103 232213.046875 +104 232286.968750 +105 232161.453125 +106 233133.359375 +107 232160.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,MLP,1.9506125450134277,"96 593375.675327 +97 587175.329408 +98 598025.081052 +99 584048.320095 +100 609658.877400 +101 614485.084227 +102 614273.644130 +103 620798.987832 +104 623745.675472 +105 633476.269468 +106 634087.538873 +107 636441.533917 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,SARIMAX,1.6094470024108887,"96 21789.750000 +97 16654.044922 +98 16327.351562 +99 20798.322266 +100 17564.556641 +101 66295.734375 +102 52456.949219 +103 43146.222656 +104 48942.542969 +105 52342.546875 +106 48006.031250 +107 61021.339844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,IPTU,MLP,1.8630895614624023,"95 437137.179456 +96 327986.313880 +97 318976.108321 +98 321138.024482 +99 257985.335500 +100 -105967.498766 +101 266704.003131 +102 221378.910047 +103 198612.380916 +104 172714.444909 +105 107670.034571 +106 -51308.704441 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ISS,MLP,1.3866770267486572,"96 440358.537771 +97 429219.650870 +98 363379.587311 +99 376387.185992 +100 427201.109539 +101 430673.835026 +102 404724.500438 +103 406459.297229 +104 454035.098881 +105 445522.755818 +106 413492.342773 +107 414822.406827 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ITBI,MLP,1.5686123371124268,"96 232733.434934 +97 205196.170632 +98 231453.603094 +99 227751.928352 +100 245966.903678 +101 248890.560217 +102 249629.633899 +103 245119.326731 +104 263663.713479 +105 262225.998422 +106 270171.322851 +107 268063.231500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,MLP,1.8257606029510498,"96 1.213550e+06 +97 1.186611e+06 +98 1.205110e+06 +99 1.231627e+06 +100 1.251293e+06 +101 1.233179e+06 +102 1.246311e+06 +103 1.257999e+06 +104 1.272587e+06 +105 1.278751e+06 +106 1.283740e+06 +107 1.284168e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,MLP,2.586855888366699,"95 -323334.696873 +96 -44442.936546 +97 -73615.607648 +98 25435.033845 +99 56281.986919 +100 879114.771227 +101 -193171.127703 +102 -63873.577069 +103 -14846.307405 +104 28097.975496 +105 49374.637263 +106 -20957.440067 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,SES,2.20798659324646,"84 258490.390625 +85 205081.203125 +86 105522.523438 +87 107809.968750 +88 105659.976562 +89 109276.570312 +90 123530.679688 +91 116708.617188 +92 97565.703125 +93 97565.703125 +94 98971.656250 +95 98971.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,Prophet,1.2104640007019043,"84 704463.5000 +85 759335.2500 +86 895026.3125 +87 895026.3125 +88 894212.8750 +89 895026.3125 +90 894212.8750 +91 759335.2500 +92 704463.5000 +93 704463.5000 +94 704463.5000 +95 704463.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,XGBoost,1.4549624919891357,"84 153860.828125 +85 361766.156250 +86 141427.750000 +87 165829.484375 +88 201583.125000 +89 180617.703125 +90 294361.062500 +91 307700.968750 +92 226527.843750 +93 330364.406250 +94 300138.000000 +95 242488.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,MLP,1.3193747997283936,"82 2.383825e+06 +83 2.371653e+06 +84 2.428644e+06 +85 2.517134e+06 +86 2.590213e+06 +87 2.571756e+06 +88 2.630022e+06 +89 2.677962e+06 +90 2.723445e+06 +91 2.744168e+06 +92 2.755428e+06 +93 2.764678e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,XGBoost,1.175370454788208,"67 129599.859375 +68 99235.859375 +69 92343.648438 +70 92809.695312 +71 82491.242188 +72 437596.218750 +73 356158.468750 +74 169800.375000 +75 140947.781250 +76 185699.562500 +77 226528.859375 +78 352682.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,IPTU,SARIMAX,1.369046926498413,"91 12788.728516 +92 23828.435547 +93 6537.581055 +94 6505.353516 +95 7138.049316 +96 6468.523926 +97 8141.956543 +98 26873.730469 +99 10013.293945 +100 8942.592773 +101 15619.875977 +102 14719.762695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ISS,SARIMAX,1.7131364345550537,"96 16364.783203 +97 17083.671875 +98 23177.585938 +99 17022.589844 +100 17200.720703 +101 30459.271484 +102 17194.660156 +103 17194.660156 +104 23177.585938 +105 17194.660156 +106 17194.660156 +107 30459.271484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ITBI,SARIMAX,3.1479949951171875,"96 15863.550781 +97 30211.794922 +98 9975.942383 +99 12696.061523 +100 4994.489746 +101 9411.003906 +102 12253.041016 +103 10881.660156 +104 19206.511719 +105 14847.228516 +106 17776.322266 +107 28233.740234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,MLP,1.094973087310791,"96 449251.845194 +97 437658.575648 +98 448159.355727 +99 459649.713567 +100 463661.394984 +101 458283.750741 +102 463609.831312 +103 468427.227630 +104 474013.227936 +105 475749.955581 +106 477172.119124 +107 478381.317126 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,SARIMAX,1.647179126739502,"93 34523.945312 +94 35747.937500 +95 35509.675781 +96 35491.261719 +97 24520.371094 +98 110663.875000 +99 103782.414062 +100 100892.835938 +101 101885.312500 +102 101885.312500 +103 69001.390625 +104 104863.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,IPTU,XGBoost,2.01666259765625,"92 5712.501953 +93 6494.873535 +94 6105.059082 +95 5712.501953 +96 5061.122070 +97 1228.583130 +98 1592.826416 +99 1592.826416 +100 1657.323242 +101 2338.072998 +102 3171.626953 +103 3210.623291 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ISS,SARIMAX,2.097454071044922,"96 6843.653809 +97 5137.817383 +98 6845.617676 +99 5623.023926 +100 16501.142578 +101 13298.924805 +102 13314.569336 +103 12978.100586 +104 13314.569336 +105 13345.305664 +106 13298.924805 +107 13298.924805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ITBI,HWES,3.715674877166748,"96 5032.716309 +97 9282.902344 +98 6704.381836 +99 9205.239258 +100 8375.197266 +101 7374.698730 +102 6630.038574 +103 3360.976074 +104 7242.194824 +105 7307.403809 +106 6465.764648 +107 7758.801758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,MLP,1.4687082767486572,"96 309353.591185 +97 307848.918392 +98 312801.258770 +99 319028.004841 +100 327671.340888 +101 322452.697025 +102 327056.183517 +103 330680.382209 +104 333540.927531 +105 335424.642538 +106 335843.720466 +107 338468.030655 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,MLP,2.2281222343444824,"95 -5689.972211 +96 -7908.197681 +97 3858.092614 +98 -6422.353686 +99 -1316.579231 +100 38653.770248 +101 -5551.062211 +102 -4230.615023 +103 3349.748687 +104 -1880.229883 +105 1534.986674 +106 7618.074645 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,IPTU,MLP,1.9888834953308105,"86 2657.134424 +87 2906.179122 +88 -2268.347566 +89 706.879531 +90 7110.137502 +91 3320.438046 +92 3777.029880 +93 3117.092462 +94 2150.418356 +95 4395.235321 +96 4815.703250 +97 5089.465953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ISS,XGBoost,2.1176912784576416,"92 54484.808594 +93 54484.808594 +94 54504.839844 +95 54484.808594 +96 54504.839844 +97 54478.843750 +98 54478.843750 +99 54478.843750 +100 54478.843750 +101 54478.843750 +102 54478.843750 +103 54478.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ITBI,XGBoost,1.2195439338684082,"90 6835.138184 +91 7165.991211 +92 6996.666504 +93 6865.050781 +94 2811.674316 +95 5102.424316 +96 1930.825562 +97 5718.953613 +98 5737.808594 +99 4514.576660 +100 4534.116211 +101 2370.317627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,MLP,2.1796939373016357,"92 431237.229719 +93 428540.372787 +94 435327.878231 +95 440211.023829 +96 454516.578582 +97 437904.137131 +98 445037.749954 +99 449504.046912 +100 450535.977134 +101 451600.087102 +102 448787.804276 +103 456138.451138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,AR,2.5242626667022705,"91 20404.189453 +92 22646.193359 +93 13155.030273 +94 25227.177734 +95 16761.027344 +96 57814.394531 +97 33020.187500 +98 51991.402344 +99 19153.873047 +100 46081.996094 +101 19370.853516 +102 44451.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,IPTU,SARIMAX,2.035616636276245,"73 59226.011719 +74 57717.875000 +75 79832.898438 +76 45976.175781 +77 45976.175781 +78 45886.289062 +79 140007.109375 +80 122143.546875 +81 122150.351562 +82 45886.289062 +83 45886.289062 +84 45886.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ISS,XGBoost,1.0794682502746582,"96 56228.968750 +97 51556.226562 +98 50283.683594 +99 54482.957031 +100 51394.035156 +101 54852.515625 +102 49881.109375 +103 53318.468750 +104 54717.878906 +105 49789.410156 +106 53318.468750 +107 49881.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ITBI,XGBoost,1.3143324851989746,"94 40074.867188 +95 39734.894531 +96 41023.640625 +97 42339.050781 +98 66709.601562 +99 45138.925781 +100 97298.343750 +101 73935.617188 +102 62392.804688 +103 46174.652344 +104 66024.445312 +105 78160.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,MLP,1.2402029037475586,"96 1.107117e+06 +97 1.107742e+06 +98 1.124355e+06 +99 1.142001e+06 +100 1.178057e+06 +101 1.154855e+06 +102 1.171670e+06 +103 1.184431e+06 +104 1.191692e+06 +105 1.196095e+06 +106 1.192049e+06 +107 1.205283e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,XGBoost,2.264524221420288,"96 93823.757812 +97 44725.316406 +98 48314.710938 +99 50299.675781 +100 46220.324219 +101 274792.625000 +102 119969.351562 +103 49630.750000 +104 69171.562500 +105 62297.164062 +106 67587.250000 +107 287404.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,IPTU,SARIMAX,3.5483438968658447,"84 14265.582031 +85 22072.773438 +86 24215.181641 +87 24784.353516 +88 17700.009766 +89 19174.875000 +90 21800.175781 +91 16316.843750 +92 17176.376953 +93 17183.779297 +94 17184.236328 +95 15360.331055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ISS,MLP,1.4315674304962158,"84 55433.229393 +85 31760.687581 +86 5358.008268 +87 39560.259426 +88 28119.816325 +89 27863.492651 +90 8219.142526 +91 13678.078906 +92 31712.440800 +93 18127.305556 +94 20791.542566 +95 20482.756675 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ITBI,MLP,1.3071599006652832,"84 44139.424144 +85 56703.746578 +86 60866.502747 +87 59467.348450 +88 63700.622215 +89 58189.561282 +90 64725.904368 +91 66231.220105 +92 66284.011873 +93 67059.971394 +94 67544.091267 +95 69511.884758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,MLP,1.3991913795471191,"84 626129.894200 +85 634102.955422 +86 657025.374829 +87 689040.493473 +88 683185.660900 +89 688537.017815 +90 666214.458767 +91 699004.374480 +92 721640.875787 +93 720045.431380 +94 716746.444493 +95 722164.310143 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,SARIMAX,1.146629810333252,"84 36117.132812 +85 34577.832031 +86 35216.789062 +87 36361.695312 +88 33953.125000 +89 141971.640625 +90 52502.992188 +91 52502.992188 +92 52502.992188 +93 52502.992188 +94 52502.992188 +95 132599.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,IPTU,XGBoost,2.8900182247161865,"83 296721.03125 +84 406965.21875 +85 297056.00000 +86 296823.06250 +87 297056.00000 +88 296823.06250 +89 397615.68750 +90 406965.21875 +91 397615.68750 +92 397615.68750 +93 397615.68750 +94 397615.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ISS,Prophet,2.0682928562164307,"96 160324.359375 +97 148202.953125 +98 160476.375000 +99 160357.156250 +100 160490.671875 +101 160490.671875 +102 160476.375000 +103 160490.671875 +104 160357.156250 +105 160357.156250 +106 160357.156250 +107 160357.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ITBI,MLP,2.0868935585021973,"96 40270.236415 +97 60168.335882 +98 69461.719501 +99 73044.577288 +100 99886.719688 +101 75807.436058 +102 98150.110568 +103 104594.434751 +104 106942.654279 +105 106861.090310 +106 103694.670514 +107 93028.805686 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,MLP,1.2290582656860352,"96 284481.749926 +97 280965.908012 +98 283825.163924 +99 297486.125089 +100 294468.471593 +101 295736.763153 +102 299091.014952 +103 301767.959975 +104 305663.499033 +105 308299.133377 +106 306916.654561 +107 307825.328338 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,MLP,1.3120555877685547,"96 -4546.020116 +97 44063.469302 +98 42051.233154 +99 38029.851162 +100 45669.035139 +101 202688.234910 +102 56761.534753 +103 93556.980867 +104 101868.107346 +105 113798.730434 +106 131780.080489 +107 160745.699377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,MLP,1.69287109375,"84 60361.378758 +85 68613.862014 +86 110873.370087 +87 69625.064962 +88 69564.112864 +89 73322.988667 +90 104184.204552 +91 115214.855958 +92 113659.978534 +93 124268.259047 +94 140641.207829 +95 158006.152792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,SARIMAX,1.5292062759399414,"88 22103.712891 +89 16814.968750 +90 16882.951172 +91 16824.212891 +92 22317.916016 +93 22305.570312 +94 22304.250000 +95 22263.710938 +96 22317.916016 +97 22317.916016 +98 22304.250000 +99 22304.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,SARIMAX,1.1814255714416504,"86 32154.625000 +87 30468.761719 +88 25269.146484 +89 38103.699219 +90 24311.457031 +91 31886.134766 +92 31886.134766 +93 38367.980469 +94 26852.369141 +95 37375.695312 +96 27066.330078 +97 40809.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,MLP,2.1773550510406494,"88 412902.959306 +89 407270.953777 +90 417965.101326 +91 432697.507409 +92 446534.158972 +93 438015.741590 +94 447187.315236 +95 455372.229817 +96 461224.903815 +97 463199.905456 +98 462843.826054 +99 465329.396045 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,SARIMAX,1.7769224643707275,"87 13938.471680 +88 18881.021484 +89 11004.313477 +90 16651.869141 +91 10226.682617 +92 89777.625000 +93 49636.425781 +94 44403.925781 +95 42956.140625 +96 42956.140625 +97 35602.062500 +98 59875.667969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,IPTU,SES,3.1921257972717285,"96 171707.093750 +97 33214.398438 +98 121853.695312 +99 128997.234375 +100 246540.796875 +101 196473.703125 +102 244489.578125 +103 244489.578125 +104 244489.578125 +105 244489.578125 +106 244489.578125 +107 244489.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ISS,MLP,3.137188196182251,"96 25802.633979 +97 28133.420709 +98 25664.176290 +99 22807.558728 +100 26936.956341 +101 25114.285007 +102 26653.595313 +103 24603.094517 +104 26363.275631 +105 29209.368838 +106 26272.938312 +107 27997.558389 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ITBI,AR,1.8999063968658447,"94 3764.140869 +95 5070.760742 +96 8467.864258 +97 3935.425781 +98 5598.885254 +99 8447.202148 +100 3544.579346 +101 5027.673828 +102 3341.698975 +103 3769.612549 +104 3035.206543 +105 8475.788086 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,MLP,1.2677178382873535,"96 354401.268618 +97 346211.375042 +98 348567.851038 +99 362336.085495 +100 363570.798566 +101 365596.413914 +102 369275.912365 +103 373027.122266 +104 379908.639603 +105 384433.711329 +106 387572.531439 +107 384509.002063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,SARIMAX,1.4152812957763672,"95 24113.744141 +96 24036.708984 +97 21566.492188 +98 21007.673828 +99 21566.492188 +100 153732.000000 +101 25250.962891 +102 25250.962891 +103 40915.234375 +104 40915.234375 +105 40915.234375 +106 140929.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,IPTU,XGBoost,1.3456056118011475,"77 10816.363281 +78 10880.499023 +79 691.026184 +80 126.150620 +81 268.006256 +82 10846.984375 +83 1270.762451 +84 11031.156250 +85 11357.603516 +86 1211.513184 +87 1186.974976 +88 1684.452026 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ISS,HWES,2.033390998840332,"92 34252.234375 +93 31133.738281 +94 38700.292969 +95 38827.570312 +96 38827.570312 +97 38827.570312 +98 38827.570312 +99 36099.656250 +100 36099.656250 +101 38827.570312 +102 36099.656250 +103 36099.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ITBI,XGBoost,1.8581764698028564,"87 34632.242188 +88 34653.601562 +89 34653.601562 +90 34653.601562 +91 37205.378906 +92 37195.589844 +93 36575.121094 +94 36604.527344 +95 36604.527344 +96 36575.121094 +97 36584.910156 +98 36584.910156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,Prophet,1.3211948871612549,"92 354636.43750 +93 362241.21875 +94 342728.12500 +95 371983.31250 +96 331776.37500 +97 375821.12500 +98 338750.96875 +99 335372.46875 +100 354885.56250 +101 354611.78125 +102 354885.56250 +103 357689.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,MLP,2.734636068344116,"91 10529.981697 +92 61279.886612 +93 26340.526150 +94 18748.637960 +95 26957.575429 +96 82851.201011 +97 43293.089149 +98 45413.903142 +99 54663.043293 +100 56353.805212 +101 64180.866320 +102 54790.928315 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,IPTU,SES,2.3020410537719727,"87 14589.055664 +88 16661.025391 +89 17081.486328 +90 21796.972656 +91 19647.453125 +92 37430.914062 +93 18868.337891 +94 21506.728516 +95 21506.728516 +96 31634.259766 +97 31219.724609 +98 32308.626953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ISS,XGBoost,1.5187156200408936,"88 408012.71875 +89 408172.31250 +90 410391.84375 +91 408153.00000 +92 408153.00000 +93 410395.28125 +94 408049.65625 +95 408049.65625 +96 410395.28125 +97 410395.28125 +98 410395.28125 +99 410395.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ITBI,XGBoost,1.1334829330444336,"88 33212.960938 +89 36932.566406 +90 41418.050781 +91 33270.753906 +92 71547.242188 +93 38493.835938 +94 38493.835938 +95 38493.835938 +96 18116.587891 +97 18116.587891 +98 38493.835938 +99 177203.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,Prophet,1.0706610679626465,"88 9.362552e+05 +89 9.011266e+05 +90 9.081274e+05 +91 9.067950e+05 +92 9.067950e+05 +93 1.101737e+06 +94 9.094036e+05 +95 9.094036e+05 +96 9.094036e+05 +97 1.073002e+06 +98 1.073002e+06 +99 9.094036e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,XGBoost,1.415651798248291,"88 54320.722656 +89 48599.863281 +90 48262.074219 +91 48464.058594 +92 48576.277344 +93 181601.734375 +94 66665.390625 +95 54149.550781 +96 53920.136719 +97 55733.335938 +98 55759.667969 +99 156592.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,IPTU,SARIMAX,1.0538740158081055,"91 66401.179688 +92 79252.218750 +93 72267.875000 +94 21302.919922 +95 20873.943359 +96 66803.265625 +97 56257.667969 +98 47636.390625 +99 61729.273438 +100 54377.167969 +101 54377.167969 +102 54744.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ISS,XGBoost,1.2977831363677979,"96 101997.750000 +97 93366.750000 +98 92676.140625 +99 93730.546875 +100 92620.234375 +101 92620.234375 +102 92882.289062 +103 92620.234375 +104 92639.554688 +105 92892.578125 +106 92892.578125 +107 92892.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ITBI,SARIMAX,1.270064353942871,"86 54828.777344 +87 108702.328125 +88 180352.078125 +89 111097.937500 +90 110083.835938 +91 183174.125000 +92 175100.828125 +93 180220.296875 +94 315410.062500 +95 180297.828125 +96 179900.062500 +97 315410.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,MLP,2.9215829372406006,"96 859423.059125 +97 859105.570906 +98 878895.106014 +99 895490.137913 +100 928282.479943 +101 907100.402775 +102 922905.441886 +103 934214.980653 +104 939711.697726 +105 943663.262287 +106 940454.141081 +107 951339.539595 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,XGBoost,1.5401766300201416,"96 88049.679688 +97 79106.531250 +98 79980.515625 +99 79980.515625 +100 73455.648438 +101 263954.250000 +102 214607.593750 +103 194570.562500 +104 178231.421875 +105 178231.421875 +106 194572.296875 +107 263954.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,Prophet,2.1996452808380127,"87 235414.500000 +88 235414.500000 +89 235414.500000 +90 235414.500000 +91 235334.406250 +92 235483.140625 +93 235436.218750 +94 235436.218750 +95 235436.218750 +96 235436.218750 +97 235414.500000 +98 235414.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,SES,1.1899187564849854,"96 27814.533203 +97 26092.998047 +98 29255.017578 +99 26461.732422 +100 27356.908203 +101 29112.693359 +102 28583.636719 +103 28766.232422 +104 29280.490234 +105 29347.171875 +106 27595.900391 +107 25877.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,SES,1.1785662174224854,"95 70057.679688 +96 53767.671875 +97 31090.982422 +98 69748.937500 +99 55530.937500 +100 126566.093750 +101 115993.781250 +102 102095.125000 +103 56881.832031 +104 115512.593750 +105 105967.015625 +106 125691.351562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,MLP,1.2611901760101318,"96 9.971854e+05 +97 9.883263e+05 +98 1.005260e+06 +99 1.038002e+06 +100 1.056638e+06 +101 1.070118e+06 +102 1.079976e+06 +103 1.090785e+06 +104 1.105389e+06 +105 1.112368e+06 +106 1.118203e+06 +107 1.109412e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,XGBoost,2.028467893600464,"96 50895.730469 +97 19493.748047 +98 14388.086914 +99 13751.612305 +100 12035.286133 +101 197839.562500 +102 54175.101562 +103 21511.376953 +104 12903.473633 +105 12903.473633 +106 13834.418945 +107 257335.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,IPTU,XGBoost,1.1663274765014648,"67 19461.664062 +68 12209.086914 +69 12209.086914 +70 12645.777344 +71 12717.342773 +72 12747.513672 +73 7216.479004 +74 7779.443359 +75 7927.401855 +76 7927.401855 +77 4910.981445 +78 4870.729980 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ISS,XGBoost,1.7676119804382324,"72 23672.162109 +73 25749.212891 +74 35759.625000 +75 23065.212891 +76 23065.212891 +77 35765.234375 +78 25093.130859 +79 35759.625000 +80 35765.234375 +81 35759.625000 +82 35759.625000 +83 35765.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ITBI,SARIMAX,3.210732936859131,"71 19815.097656 +72 19414.943359 +73 13435.911133 +74 12261.354492 +75 9817.421875 +76 14985.025391 +77 16337.330078 +78 11032.506836 +79 11564.375000 +80 11671.658203 +81 15482.095703 +82 9538.299805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,MLP,1.820204734802246,"72 530635.680590 +73 520487.845117 +74 521528.073732 +75 535588.932315 +76 535347.280552 +77 546432.006368 +78 548710.455740 +79 551736.399434 +80 560550.026909 +81 566557.901702 +82 573334.578916 +83 567410.557160 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,XGBoost,2.024242401123047,"72 28603.613281 +73 18775.314453 +74 19066.882812 +75 19668.759766 +76 16886.566406 +77 182192.734375 +78 51751.097656 +79 39483.363281 +80 58970.781250 +81 72347.156250 +82 58863.929688 +83 147909.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,IPTU,SARIMAX,2.0961899757385254,"83 67151.640625 +84 55088.113281 +85 63694.242188 +86 48050.296875 +87 37691.378906 +88 83498.820312 +89 81250.968750 +90 76917.523438 +91 81250.968750 +92 66902.648438 +93 66292.531250 +94 75556.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ISS,MLP,1.0854699611663818,"84 167837.307868 +85 162090.717523 +86 126835.059031 +87 134149.555869 +88 173712.905305 +89 118525.350789 +90 128525.488611 +91 134004.898342 +92 157242.340021 +93 158071.454607 +94 131086.421674 +95 169910.031852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ITBI,SARIMAX,1.1524035930633545,"80 34712.882812 +81 34968.593750 +82 10386.435547 +83 11604.650391 +84 35056.742188 +85 34530.859375 +86 34647.703125 +87 34647.703125 +88 9457.744141 +89 8822.568359 +90 34647.703125 +91 31183.677734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,MLP,1.139167070388794,"96 524139.910411 +97 513239.793379 +98 515128.299812 +99 529159.677439 +100 527853.248425 +101 539574.374110 +102 541900.450155 +103 544461.547406 +104 552500.832790 +105 556792.958545 +106 562077.766843 +107 555076.089536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,XGBoost,2.037060499191284,"96 73724.367188 +97 72112.945312 +98 60776.121094 +99 59841.328125 +100 50376.992188 +101 252921.718750 +102 74632.812500 +103 86597.742188 +104 94692.406250 +105 99696.226562 +106 99752.710938 +107 200741.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,IPTU,Prophet,1.2117955684661865,"93 128966.703125 +94 57766.960938 +95 76498.437500 +96 76633.242188 +97 76233.453125 +98 77015.679688 +99 50647.402344 +100 140785.718750 +101 140785.718750 +102 167945.453125 +103 140785.718750 +104 140785.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ISS,HWES,1.1487126350402832,"96 44356.007812 +97 44059.000000 +98 57235.910156 +99 57252.589844 +100 57043.144531 +101 46786.468750 +102 67069.546875 +103 45896.476562 +104 54867.523438 +105 48457.187500 +106 57252.589844 +107 53982.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ITBI,XGBoost,2.765406847000122,"94 15614.339844 +95 13391.778320 +96 10165.599609 +97 16323.440430 +98 21522.697266 +99 24842.763672 +100 20213.007812 +101 23899.513672 +102 20716.392578 +103 19781.044922 +104 19769.037109 +105 19769.037109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,MLP,1.9688467979431152,"96 817155.414326 +97 796570.206159 +98 804619.696277 +99 823192.048271 +100 837085.134491 +101 810068.557718 +102 820990.290702 +103 828652.965682 +104 836338.934635 +105 837341.406602 +106 835703.078259 +107 837164.239794 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,AR,2.126528739929199,"96 50058.285156 +97 48195.738281 +98 48195.738281 +99 48474.781250 +100 48195.738281 +101 238603.781250 +102 77231.437500 +103 72964.945312 +104 72964.945312 +105 72964.945312 +106 69290.515625 +107 215291.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,AR,1.662489652633667,"60 4353.285645 +61 4314.876953 +62 4396.091309 +63 8816.584961 +64 2616.830078 +65 1876.460938 +66 2414.505371 +67 4624.183105 +68 4504.917480 +69 10774.519531 +70 1870.290405 +71 1951.504761 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,SARIMAX,1.596367597579956,"60 8237.427734 +61 8643.618164 +62 6726.042480 +63 6745.881348 +64 6771.430176 +65 6758.081055 +66 7281.930176 +67 7113.200195 +68 8293.791992 +69 8294.416016 +70 6758.081055 +71 6758.706055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,XGBoost,1.52396559715271,"60 14400.356445 +61 47178.968750 +62 47178.968750 +63 18865.666016 +64 25349.546875 +65 18566.812500 +66 33244.453125 +67 42767.699219 +68 42767.699219 +69 33244.453125 +70 42515.578125 +71 18557.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,MLP,1.1319644451141357,"60 296833.313575 +61 300821.251996 +62 321364.538775 +63 339483.220243 +64 360108.360825 +65 405745.519469 +66 398954.638955 +67 432650.284745 +68 465245.536752 +69 495663.992214 +70 544800.841607 +71 572525.304865 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,SARIMAX,1.0899276733398438,"60 4266.718262 +61 2295.131836 +62 2893.714600 +63 2536.369385 +64 2286.547852 +65 32762.593750 +66 5053.471191 +67 6574.398926 +68 7041.631348 +69 6574.398926 +70 6574.398926 +71 30907.443359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,IPTU,MLP,1.853095531463623,"89 8.621798e+05 +90 -2.478887e+06 +91 -1.069791e+06 +92 -1.400791e+06 +93 -2.085467e+06 +94 -2.836625e+06 +95 -4.884616e+06 +96 -3.064237e+06 +97 -5.006505e+06 +98 -6.143221e+06 +99 -7.183376e+06 +100 -8.259462e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ISS,HWES,2.156552314758301,"96 94282.164062 +97 93381.671875 +98 95962.992188 +99 110985.039062 +100 125424.234375 +101 106276.242188 +102 101714.890625 +103 101714.890625 +104 79873.687500 +105 104205.257812 +106 110544.968750 +107 125542.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ITBI,XGBoost,2.511918783187866,"90 19664.736328 +91 21327.621094 +92 39113.996094 +93 15258.945312 +94 20799.759766 +95 17584.697266 +96 21368.933594 +97 25397.728516 +98 74621.781250 +99 25200.578125 +100 35880.937500 +101 23695.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,SES,1.1380796432495117,"96 1372461.875 +97 1371747.625 +98 1375958.625 +99 1375958.625 +100 1375958.625 +101 1325048.500 +102 1329259.750 +103 1329259.750 +104 1316969.750 +105 1323435.375 +106 1323435.375 +107 1329259.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,SARIMAX,1.3160490989685059,"96 110488.570312 +97 106520.867188 +98 106643.445312 +99 65387.343750 +100 61875.437500 +101 325836.812500 +102 172469.234375 +103 175859.250000 +104 175859.250000 +105 124782.820312 +106 124782.820312 +107 325574.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,IPTU,AR,2.3653035163879395,"96 3035879.50 +97 5277319.50 +98 2954289.25 +99 6288711.50 +100 2975700.75 +101 5883557.50 +102 3197126.75 +103 6298495.50 +104 2902107.25 +105 5139884.00 +106 2885375.75 +107 6151766.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ISS,SARIMAX,2.1112544536590576,"96 1226789.000 +97 1207888.750 +98 1227689.375 +99 1243028.125 +100 1237247.875 +101 1221909.250 +102 1221909.250 +103 1221909.250 +104 1221909.250 +105 1237247.875 +106 1239866.875 +107 1224528.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ITBI,XGBoost,1.1313581466674805,"96 2757443.25 +97 2772306.75 +98 2669692.25 +99 2750661.00 +100 2586652.25 +101 2451319.00 +102 2403523.00 +103 2581624.75 +104 2740903.75 +105 2742193.50 +106 2740308.00 +107 2669767.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,XGBoost,1.143920660018921,"96 1381915.875 +97 1455302.000 +98 1455302.000 +99 1449640.125 +100 1458477.000 +101 1593358.125 +102 1447595.500 +103 1447595.500 +104 1451495.375 +105 1375029.500 +106 1375708.875 +107 1534054.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,XGBoost,1.0639910697937012,"96 7.675382e+05 +97 4.206228e+05 +98 3.502698e+05 +99 3.068038e+05 +100 2.761731e+05 +101 1.849166e+06 +102 9.239577e+05 +103 3.446162e+05 +104 3.597762e+05 +105 3.597762e+05 +106 3.598589e+05 +107 1.848726e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,IPTU,HWES,1.3240368366241455,"93 2894.048340 +94 3359.929443 +95 2825.943115 +96 3529.695068 +97 2097.322510 +98 1893.419189 +99 3659.795166 +100 1750.722168 +101 3353.069580 +102 1680.172363 +103 1254.880493 +104 1280.726196 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ISS,SARIMAX,1.1486282348632812,"96 45053.648438 +97 41100.230469 +98 36844.648438 +99 39098.406250 +100 33920.015625 +101 47437.667969 +102 32634.357422 +103 46411.316406 +104 40346.984375 +105 34697.683594 +106 41100.230469 +107 32491.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ITBI,XGBoost,1.1537504196166992,"96 36982.484375 +97 21293.796875 +98 21379.353516 +99 42460.546875 +100 19562.919922 +101 18027.373047 +102 18027.373047 +103 17912.837891 +104 19928.996094 +105 19621.179688 +106 33889.082031 +107 21292.699219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,MLP,1.1705260276794434,"96 718085.797902 +97 707280.530515 +98 714824.124831 +99 732390.865044 +100 742149.628266 +101 742152.809373 +102 749701.722202 +103 756908.405065 +104 766785.172679 +105 772384.524837 +106 777718.210710 +107 776540.064396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,XGBoost,1.393850326538086,"96 49719.804688 +97 35882.394531 +98 33749.722656 +99 30660.441406 +100 23400.984375 +101 187871.218750 +102 53116.441406 +103 49304.484375 +104 50916.039062 +105 58642.730469 +106 55060.734375 +107 151634.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,IPTU,MLP,1.009265661239624,"91 196228.253750 +92 -308919.100257 +93 155917.793263 +94 170545.611295 +95 153945.858725 +96 146410.480647 +97 195905.214159 +98 30887.679122 +99 214954.104401 +100 219024.142992 +101 213157.154958 +102 205415.367009 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ISS,MLP,1.2095544338226318,"96 1.646147e+06 +97 1.845174e+06 +98 9.826525e+05 +99 1.603522e+06 +100 1.004486e+06 +101 5.647363e+04 +102 5.515134e+06 +103 5.387651e+06 +104 7.160501e+06 +105 7.077944e+06 +106 8.912668e+06 +107 1.213499e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ITBI,XGBoost,1.1182923316955566,"96 52844.132812 +97 69415.429688 +98 71493.515625 +99 65838.421875 +100 76015.375000 +101 67861.007812 +102 99808.468750 +103 112332.429688 +104 71656.140625 +105 75395.273438 +106 63135.773438 +107 109459.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,MLP,1.567009687423706,"96 1.210771e+07 +97 1.161686e+07 +98 1.146341e+07 +99 1.175855e+07 +100 1.137138e+07 +101 1.189425e+07 +102 1.178481e+07 +103 1.169029e+07 +104 1.184319e+07 +105 1.189509e+07 +106 1.195864e+07 +107 1.155003e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,XGBoost,2.181705951690674,"96 276901.687500 +97 151277.468750 +98 101493.585938 +99 83371.679688 +100 50842.503906 +101 604336.062500 +102 192739.078125 +103 938310.312500 +104 232421.609375 +105 317781.718750 +106 245774.062500 +107 675800.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,IPTU,SARIMAX,2.2937512397766113,"83 92702.359375 +84 84447.617188 +85 67816.367188 +86 84688.828125 +87 67382.390625 +88 67382.390625 +89 74031.000000 +90 74031.000000 +91 67396.359375 +92 74031.000000 +93 67396.359375 +94 67396.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ISS,MLP,1.0845816135406494,"84 70515.162342 +85 74076.193407 +86 83137.962961 +87 77443.973213 +88 71665.687921 +89 49495.403372 +90 62979.993251 +91 56264.404433 +92 48625.143562 +93 47336.353720 +94 47242.566985 +95 61692.463448 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ITBI,MLP,1.12371826171875,"84 99350.811141 +85 126457.093011 +86 173265.173358 +87 216414.294118 +88 225061.767240 +89 187747.768557 +90 191255.371200 +91 185375.878335 +92 153723.166581 +93 97616.594284 +94 36420.173585 +95 -2363.197501 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,MLP,1.0759894847869873,"84 1.008162e+06 +85 1.004144e+06 +86 1.019723e+06 +87 1.037375e+06 +88 1.066328e+06 +89 1.050016e+06 +90 1.063479e+06 +91 1.074523e+06 +92 1.082077e+06 +93 1.087046e+06 +94 1.086628e+06 +95 1.095254e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,XGBoost,2.0262129306793213,"84 69314.000000 +85 51199.929688 +86 46990.832031 +87 48344.324219 +88 43496.421875 +89 228041.765625 +90 85728.710938 +91 53009.007812 +92 76045.875000 +93 81628.851562 +94 81628.851562 +95 228041.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,IPTU,MLP,2.659440755844116,"87 27091.655909 +88 19850.748199 +89 -4953.512445 +90 25499.299293 +91 29843.058100 +92 30800.572996 +93 38198.072854 +94 36343.809146 +95 32664.883861 +96 44199.894506 +97 46621.809952 +98 48962.362961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ISS,MLP,1.6775336265563965,"92 50176.372491 +93 53011.756620 +94 55582.821683 +95 54885.084362 +96 59132.222589 +97 53355.188017 +98 53536.060601 +99 51714.455610 +100 52652.876141 +101 49149.850102 +102 49830.217115 +103 44015.247535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ITBI,XGBoost,1.6350257396697998,"92 24281.105469 +93 67968.250000 +94 67051.468750 +95 71412.937500 +96 70973.289062 +97 73253.906250 +98 73253.906250 +99 74265.218750 +100 74265.218750 +101 74265.218750 +102 74665.359375 +103 74265.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,MLP,1.1173875331878662,"92 728936.462382 +93 712645.861986 +94 719012.452102 +95 741993.409174 +96 743541.843764 +97 778771.111079 +98 758960.273886 +99 765314.561045 +100 777921.178331 +101 783839.800417 +102 792344.563322 +103 775939.322317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,XGBoost,1.191908836364746,"92 28340.140625 +93 33602.234375 +94 19426.509766 +95 18420.458984 +96 15047.551758 +97 184969.953125 +98 48945.347656 +99 51309.164062 +100 40992.480469 +101 38665.792969 +102 36926.937500 +103 156933.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,IPTU,HWES,1.117480754852295,"72 1881571.375 +73 1724751.875 +74 1713438.375 +75 1476331.875 +76 1496671.000 +77 1533804.125 +78 2112407.750 +79 1717174.375 +80 1717174.375 +81 2234988.750 +82 1972552.375 +83 1647144.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ISS,SARIMAX,1.0978920459747314,"72 2650323.25 +73 2650323.25 +74 2650323.25 +75 2649125.75 +76 2649778.50 +77 2649778.50 +78 2649125.75 +79 2649125.75 +80 2649125.75 +81 2649125.75 +82 2649125.75 +83 2649125.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ITBI,XGBoost,1.7253150939941406,"72 734067.0000 +73 676554.1875 +74 876203.6875 +75 876213.0625 +76 854935.3125 +77 854731.5000 +78 854731.5000 +79 707149.0000 +80 854731.5000 +81 854731.5000 +82 854731.5000 +83 703782.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,XGBoost,1.2103850841522217,"72 5472953.0 +73 6217776.0 +74 4808632.0 +75 6139367.5 +76 5793324.0 +77 6055761.0 +78 6202833.5 +79 4988479.0 +80 5973601.5 +81 4839519.5 +82 4887732.5 +83 4892486.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,XGBoost,1.979278802871704,"72 2766856.5 +73 2745565.0 +74 2673995.5 +75 2673995.5 +76 2673995.5 +77 5568038.5 +78 5568038.5 +79 4805432.5 +80 4491654.5 +81 4491654.5 +82 4491654.5 +83 5568038.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,IPTU,HWES,1.4293344020843506,"92 66953.218750 +93 78451.429688 +94 78451.429688 +95 99774.695312 +96 69995.273438 +97 75586.953125 +98 77669.085938 +99 63706.949219 +100 64386.582031 +101 72842.453125 +102 70223.781250 +103 77938.539062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,1.135908842086792,"92 315784.00000 +93 312126.40625 +94 320864.59375 +95 342600.34375 +96 337938.34375 +97 310277.68750 +98 338349.21875 +99 330144.87500 +100 337072.96875 +101 325586.46875 +102 340529.21875 +103 330144.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ITBI,XGBoost,1.7454993724822998,"90 301775.625000 +91 244463.734375 +92 240942.765625 +93 167776.562500 +94 131520.250000 +95 198791.937500 +96 199552.421875 +97 180549.765625 +98 231646.703125 +99 213296.234375 +100 195837.453125 +101 243333.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,MLP,1.2304389476776123,"90 3.215515e+06 +91 3.215101e+06 +92 3.306780e+06 +93 3.393683e+06 +94 3.658400e+06 +95 3.408409e+06 +96 3.531893e+06 +97 3.587706e+06 +98 3.613106e+06 +99 3.626455e+06 +100 3.551803e+06 +101 3.641062e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,MLP,1.34857177734375,"89 114899.290951 +90 297263.324863 +91 317637.688988 +92 251740.067690 +93 338725.120865 +94 778636.542894 +95 436227.810361 +96 557333.846105 +97 640918.131826 +98 681813.074096 +99 765303.167039 +100 467206.884679 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,IPTU,AR,1.5244057178497314,"88 17471.308594 +89 11943.650391 +90 17845.820312 +91 73509.281250 +92 77216.789062 +93 111215.695312 +94 111215.695312 +95 111215.695312 +96 111215.695312 +97 111215.695312 +98 111215.695312 +99 111215.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ISS,SARIMAX,1.2154419422149658,"96 51533.648438 +97 52122.941406 +98 50728.386719 +99 52215.542969 +100 50865.464844 +101 51508.660156 +102 52799.796875 +103 52099.726562 +104 52799.796875 +105 52099.726562 +106 52099.726562 +107 50865.464844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ITBI,XGBoost,2.6981406211853027,"92 49793.132812 +93 57156.652344 +94 50596.582031 +95 50171.144531 +96 65028.539062 +97 49704.039062 +98 49588.046875 +99 49704.039062 +100 49704.039062 +101 66699.367188 +102 46989.062500 +103 49588.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,MLP,1.4517369270324707,"96 686871.645452 +97 680991.780523 +98 693039.414226 +99 715046.205528 +100 730412.644594 +101 737398.319734 +102 745132.022690 +103 753409.823034 +104 763491.369378 +105 768371.624590 +106 771538.034892 +107 767066.493678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,SARIMAX,1.4383106231689453,"94 48771.617188 +95 48052.496094 +96 46850.144531 +97 46850.144531 +98 43993.707031 +99 230073.062500 +100 63404.187500 +101 63404.187500 +102 70033.687500 +103 96633.445312 +104 92326.429688 +105 151897.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,IPTU,HWES,1.9857597351074219,"95 133826.937500 +96 123652.625000 +97 126341.265625 +98 113048.414062 +99 310741.812500 +100 205795.484375 +101 202297.484375 +102 204498.281250 +103 211188.484375 +104 203894.125000 +105 211080.250000 +106 211080.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ISS,MLP,1.7256364822387695,"96 80994.051532 +97 82540.100473 +98 82053.741871 +99 83066.014285 +100 83899.047862 +101 85000.195061 +102 86004.422871 +103 87130.003367 +104 87408.083170 +105 89074.931038 +106 90279.137071 +107 90544.488456 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ITBI,XGBoost,2.4201393127441406,"93 18159.490234 +94 24664.332031 +95 21463.048828 +96 24664.332031 +97 31066.720703 +98 43923.914062 +99 32058.234375 +100 33497.367188 +101 41166.894531 +102 29667.250000 +103 26385.724609 +104 25808.095703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,MLP,1.1271986961364746,"96 600703.208460 +97 593688.021641 +98 605309.287517 +99 613979.677204 +100 628177.307851 +101 615234.874196 +102 624562.753244 +103 631252.872143 +104 635701.230643 +105 638818.343661 +106 638998.644380 +107 642984.194204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,MLP,1.6329131126403809,"96 -3806.354382 +97 27948.019276 +98 -61373.569086 +99 -37621.985954 +100 -16168.663915 +101 129863.296383 +102 -25122.556474 +103 -13771.249952 +104 -58925.195887 +105 -42435.637353 +106 -30424.311234 +107 -42639.840999 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,IPTU,XGBoost,1.2413630485534668,"67 21738.863281 +68 21738.863281 +69 16826.470703 +70 20240.451172 +71 21553.572266 +72 12407.205078 +73 15831.671875 +74 15821.186523 +75 4943.978027 +76 9831.815430 +77 9817.729492 +78 6421.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ISS,XGBoost,2.094698429107666,"80 47350.292969 +81 30122.410156 +82 22323.962891 +83 19817.324219 +84 19798.951172 +85 22323.962891 +86 19798.951172 +87 13438.833008 +88 13438.833008 +89 31307.609375 +90 16263.532227 +91 13738.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ITBI,MLP,1.1587860584259033,"80 10366.640684 +81 9359.819963 +82 9488.114119 +83 9144.835228 +84 8020.549423 +85 10120.137576 +86 6455.642626 +87 5572.427629 +88 4899.270546 +89 3958.607132 +90 3364.136334 +91 2150.704186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,Prophet,1.1112143993377686,"80 308192.15625 +81 313061.71875 +82 289970.15625 +83 294743.75000 +84 289970.15625 +85 294886.78125 +86 294886.78125 +87 294743.75000 +88 294743.75000 +89 294743.75000 +90 289874.15625 +91 289970.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,SES,2.597719669342041,"79 45032.136719 +80 42877.253906 +81 81153.882812 +82 81232.406250 +83 81232.406250 +84 102542.953125 +85 81224.273438 +86 81224.273438 +87 83544.468750 +88 81744.453125 +89 81699.789062 +90 78274.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,IPTU,HWES,2.5828940868377686,"96 31801.369141 +97 31692.226562 +98 34367.875000 +99 31138.394531 +100 34373.351562 +101 35058.902344 +102 35467.089844 +103 34781.535156 +104 34781.535156 +105 40943.546875 +106 34973.230469 +107 34973.230469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ISS,MLP,1.2397041320800781,"96 274452.210425 +97 217619.895567 +98 200643.018813 +99 210980.629177 +100 169824.733620 +101 35479.768343 +102 44226.793076 +103 81897.954315 +104 79084.668440 +105 28948.309966 +106 56431.656028 +107 242632.633555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ITBI,SARIMAX,1.221860647201538,"96 46252.949219 +97 39885.472656 +98 53357.363281 +99 53314.968750 +100 53935.503906 +101 48020.425781 +102 28518.142578 +103 48117.582031 +104 38526.964844 +105 40341.078125 +106 36951.917969 +107 36430.902344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,MLP,1.2598521709442139,"96 1.324695e+06 +97 1.301221e+06 +98 1.312731e+06 +99 1.347985e+06 +100 1.358117e+06 +101 1.361883e+06 +102 1.374180e+06 +103 1.385025e+06 +104 1.404104e+06 +105 1.414008e+06 +106 1.425651e+06 +107 1.415641e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,SARIMAX,2.1811563968658447,"96 3.974242e+05 +97 3.752029e+05 +98 3.552007e+05 +99 3.552007e+05 +100 3.552007e+05 +101 1.281580e+06 +102 8.455362e+05 +103 8.455362e+05 +104 7.901634e+05 +105 7.901634e+05 +106 7.901634e+05 +107 1.281580e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,IPTU,SES,2.2293598651885986,"92 22255.355469 +93 22823.291016 +94 20782.812500 +95 21732.757812 +96 21918.396484 +97 21775.048828 +98 21930.666016 +99 21991.109375 +100 22295.582031 +101 22274.603516 +102 21827.750000 +103 21585.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ISS,Prophet,1.73484206199646,"92 17128.437500 +93 13114.533203 +94 13527.694336 +95 13460.667969 +96 12738.308594 +97 12646.228516 +98 12704.560547 +99 15421.641602 +100 13615.884766 +101 16019.957031 +102 15544.414062 +103 14397.490234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ITBI,MLP,1.2863540649414062,"92 38329.363480 +93 32530.802500 +94 32828.568813 +95 32149.844768 +96 28114.188689 +97 32615.678874 +98 32021.198986 +99 29369.469082 +100 33235.642401 +101 29750.138833 +102 31674.972234 +103 35477.483588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,MLP,2.099212646484375,"92 450794.193898 +93 443020.355088 +94 445593.116009 +95 456943.709826 +96 457449.438780 +97 469212.942404 +98 467593.434267 +99 470990.449332 +100 478084.492155 +101 482399.783296 +102 487475.901490 +103 482995.483104 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,MLP,3.472224712371826,"92 15305.751109 +93 38213.718029 +94 38828.815539 +95 32252.423644 +96 47595.416532 +97 97548.230106 +98 56691.333870 +99 72647.634912 +100 76899.996036 +101 82140.886827 +102 92593.983513 +103 67636.668757 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,XGBoost,1.786116600036621,"96 101856.671875 +97 108805.382812 +98 86962.898438 +99 87108.289062 +100 115498.140625 +101 326651.562500 +102 83285.773438 +103 89315.523438 +104 142887.812500 +105 184592.062500 +106 348767.343750 +107 309859.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ISS,XGBoost,1.6182255744934082,"96 506407.5000 +97 500965.0625 +98 500965.0625 +99 500965.0625 +100 500965.0625 +101 482164.2500 +102 482164.2500 +103 482164.2500 +104 482164.2500 +105 482164.2500 +106 482164.2500 +107 482164.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,MLP,1.1609575748443604,"96 37652.913873 +97 33324.336468 +98 9958.948581 +99 -4788.903962 +100 -3898.968676 +101 1386.717764 +102 -12683.503424 +103 -15773.549565 +104 -22631.410937 +105 -16082.805653 +106 -9885.121748 +107 -10464.476481 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,SES,1.308373212814331,"96 643613.3125 +97 649712.6250 +98 637170.8125 +99 634081.3750 +100 646190.5000 +101 641796.8125 +102 643015.9375 +103 619316.5625 +104 611767.9375 +105 604294.9375 +106 612794.9375 +107 604294.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,MLP,1.0746698379516602,"82 44020.266733 +83 104075.787430 +84 93687.735960 +85 75406.110691 +86 99950.118557 +87 150730.011700 +88 133348.013770 +89 154619.944912 +90 178979.517468 +91 198469.711738 +92 219397.686288 +93 128231.162463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,IPTU,XGBoost,1.1545588970184326,"61 1427.749878 +62 4221.915039 +63 191743.578125 +64 10504.162109 +65 9213.541016 +66 12053.353516 +67 9411.139648 +68 11908.536133 +69 191431.953125 +70 12769.820312 +71 12499.119141 +72 17140.330078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ISS,XGBoost,1.9768543243408203,"96 29231.144531 +97 29056.689453 +98 21874.750000 +99 22044.414062 +100 20753.628906 +101 22054.908203 +102 19539.837891 +103 19848.083984 +104 27209.400391 +105 27309.726562 +106 29238.994141 +107 20002.638672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ITBI,SES,2.379106283187866,"96 348458.09375 +97 348762.00000 +98 348600.65625 +99 348762.00000 +100 348600.65625 +101 348584.90625 +102 348615.03125 +103 348762.00000 +104 348615.03125 +105 348762.00000 +106 348615.03125 +107 348615.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,MLP,2.3961868286132812,"96 640962.112173 +97 631072.176164 +98 638988.127925 +99 654447.598011 +100 669809.586355 +101 655855.484869 +102 664481.823964 +103 671053.387145 +104 678449.696810 +105 681922.314006 +106 683057.863251 +107 683807.607690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,MLP,2.1114351749420166,"96 17168.007932 +97 40291.838437 +98 30538.705105 +99 18786.919302 +100 2408.381792 +101 220217.128451 +102 55363.752935 +103 85893.472507 +104 90566.366639 +105 97213.905312 +106 109174.743074 +107 150173.550036 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,IPTU,MLP,1.497295618057251,"96 502807.904713 +97 569871.784184 +98 462093.193279 +99 290283.290752 +100 474860.731020 +101 479409.449357 +102 594967.765328 +103 603443.278178 +104 578731.875740 +105 527206.247462 +106 626969.459025 +107 650474.200098 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ISS,SARIMAX,1.43450927734375,"96 489868.03125 +97 498252.21875 +98 592957.50000 +99 592563.50000 +100 592957.50000 +101 593368.93750 +102 592563.50000 +103 593109.87500 +104 593109.87500 +105 593109.87500 +106 593109.87500 +107 593109.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ITBI,SARIMAX,1.6190884113311768,"96 330332.687500 +97 638822.875000 +98 320519.968750 +99 202149.890625 +100 205054.250000 +101 369593.937500 +102 416602.562500 +103 609278.812500 +104 387058.593750 +105 374551.531250 +106 374551.531250 +107 383088.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,XGBoost,1.179877519607544,"96 3016091.75 +97 3016091.75 +98 3058077.50 +99 3052616.50 +100 3061462.00 +101 3266095.50 +102 3141130.25 +103 3157544.50 +104 3164934.50 +105 3026866.50 +106 3026866.50 +107 3109684.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.3815045356750488,"96 5.510328e+05 +97 4.537983e+05 +98 4.148908e+05 +99 3.955101e+05 +100 3.018603e+05 +101 1.478347e+06 +102 9.521772e+05 +103 5.199976e+05 +104 1.110476e+06 +105 1.132210e+06 +106 1.132210e+06 +107 1.451824e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,IPTU,SARIMAX,1.1563236713409424,"95 15534.902344 +96 14207.206055 +97 11899.404297 +98 3673.901123 +99 3676.444092 +100 4094.008789 +101 14746.266602 +102 14930.701172 +103 8103.672852 +104 5702.103516 +105 5739.991699 +106 5576.338379 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ISS,MLP,3.2561163902282715,"96 18954.436457 +97 19704.320921 +98 19542.853640 +99 19975.064129 +100 19999.978596 +101 20088.993712 +102 20412.785835 +103 20300.401204 +104 20429.824355 +105 19966.664750 +106 20131.115291 +107 20033.607102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ITBI,MLP,1.7063987255096436,"90 44533.036683 +91 29365.367954 +92 24014.721556 +93 10966.375029 +94 21970.338365 +95 27802.096421 +96 18185.484277 +97 6119.395476 +98 7412.085779 +99 6519.039655 +100 15120.725549 +101 11279.465553 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,XGBoost,1.8213675022125244,"96 396474.28125 +97 407462.93750 +98 394537.96875 +99 399313.87500 +100 389949.50000 +101 412224.78125 +102 412483.03125 +103 413116.06250 +104 396136.00000 +105 396268.96875 +106 396161.00000 +107 397438.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,XGBoost,1.299468994140625,"96 25420.355469 +97 38249.039062 +98 22263.558594 +99 18223.914062 +100 14996.232422 +101 135616.156250 +102 36386.757812 +103 71518.093750 +104 37010.898438 +105 37539.039062 +106 33994.164062 +107 119733.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,IPTU,HWES,1.2316462993621826,"92 4500.303711 +93 2648.344971 +94 17754.337891 +95 5267.443848 +96 4933.874512 +97 3408.476074 +98 2396.868408 +99 2109.860596 +100 4763.711426 +101 2559.894531 +102 2417.786377 +103 2146.870605 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ISS,XGBoost,1.2186617851257324,"96 81599.476562 +97 109228.468750 +98 66059.296875 +99 62946.417969 +100 62900.656250 +101 76275.734375 +102 73445.484375 +103 76423.257812 +104 77627.789062 +105 75566.351562 +106 72802.257812 +107 71061.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ITBI,XGBoost,1.13905668258667,"96 21720.287109 +97 24356.865234 +98 16447.914062 +99 37059.671875 +100 14166.718750 +101 15173.279297 +102 13821.971680 +103 9358.489258 +104 8080.389160 +105 186013.718750 +106 37476.746094 +107 38736.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,SARIMAX,1.1912477016448975,"96 601037.8125 +97 579764.6875 +98 603046.8750 +99 686426.2500 +100 787450.0625 +101 810514.3750 +102 787546.3750 +103 787546.3750 +104 787546.3750 +105 787546.3750 +106 787460.9375 +107 747693.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,SARIMAX,1.2769620418548584,"83 96572.757812 +84 96572.757812 +85 96283.710938 +86 96283.710938 +87 96283.710938 +88 96283.710938 +89 96283.710938 +90 96283.710938 +91 96283.710938 +92 96283.710938 +93 96283.710938 +94 96283.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,IPTU,SARIMAX,2.1072919368743896,"78 19674.748047 +79 118794.273438 +80 341245.031250 +81 17629.140625 +82 17733.007812 +83 9962.038086 +84 12720.862305 +85 118984.851562 +86 336682.500000 +87 12856.716797 +88 12586.023438 +89 13268.966797 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ISS,SES,2.8293418884277344,"96 36161.757812 +97 35425.371094 +98 43940.285156 +99 38516.460938 +100 39894.175781 +101 40858.628906 +102 47858.363281 +103 40314.144531 +104 38516.460938 +105 40314.144531 +106 44202.148438 +107 39894.175781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ITBI,XGBoost,1.5397675037384033,"96 52722.128906 +97 50651.921875 +98 48828.671875 +99 49480.378906 +100 21499.882812 +101 33648.062500 +102 39951.191406 +103 39912.777344 +104 39912.777344 +105 39912.777344 +106 23882.951172 +107 39811.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,MLP,1.2396814823150635,"96 614070.324409 +97 603837.298771 +98 609670.919081 +99 622526.113987 +100 631462.111617 +101 619413.611477 +102 626631.899269 +103 631474.651682 +104 637381.962657 +105 640033.544472 +106 641954.425301 +107 642362.043034 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,MLP,1.3421850204467773,"96 -12151.964965 +97 46966.510750 +98 50355.553528 +99 35422.708407 +100 63206.658511 +101 279714.134743 +102 69106.596035 +103 124286.706141 +104 142392.056807 +105 150099.838173 +106 189353.848356 +107 210075.658179 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,IPTU,HWES,1.2463066577911377,"89 106852.453125 +90 18449.279297 +91 16429.195312 +92 17178.652344 +93 17816.275391 +94 15801.032227 +95 79243.460938 +96 37756.253906 +97 75479.062500 +98 60588.082031 +99 61124.218750 +100 59483.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ISS,SARIMAX,1.6677920818328857,"96 75546.843750 +97 75256.289062 +98 51745.414062 +99 55695.035156 +100 75443.929688 +101 75153.375000 +102 51745.414062 +103 52140.332031 +104 75256.289062 +105 75153.375000 +106 51745.414062 +107 52140.332031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ITBI,SES,1.505845069885254,"92 11911.459961 +93 14134.267578 +94 16344.150391 +95 14447.610352 +96 8720.737305 +97 8197.435547 +98 13181.970703 +99 15928.312500 +100 8655.153320 +101 8666.939453 +102 7447.978027 +103 6862.052734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,MLP,1.416233777999878,"96 547222.715883 +97 544453.445001 +98 555393.396836 +99 568866.849918 +100 585870.393310 +101 574635.806687 +102 585546.622531 +103 592673.234889 +104 597532.464234 +105 598908.803250 +106 596463.474862 +107 599458.670786 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,SARIMAX,1.3187108039855957,"96 80120.625000 +97 78841.867188 +98 75687.015625 +99 76326.000000 +100 74032.367188 +101 299794.531250 +102 162842.468750 +103 167376.812500 +104 167376.812500 +105 167376.812500 +106 167376.812500 +107 299794.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,IPTU,SES,1.246626853942871,"85 15450.443359 +86 21595.705078 +87 11127.156250 +88 18402.826172 +89 28597.691406 +90 35702.613281 +91 24011.712891 +92 21636.708984 +93 20278.550781 +94 21111.980469 +95 24395.416016 +96 25598.855469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ISS,XGBoost,1.7442662715911865,"92 16906.992188 +93 18266.742188 +94 17578.003906 +95 10452.281250 +96 10452.281250 +97 17595.607422 +98 10455.510742 +99 10455.510742 +100 10455.510742 +101 17595.607422 +102 17595.607422 +103 10455.510742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ITBI,Prophet,2.1420681476593018,"80 17314.134766 +81 11584.021484 +82 15046.676758 +83 15272.089844 +84 12917.896484 +85 14357.720703 +86 15288.146484 +87 15273.228516 +88 14357.720703 +89 14357.720703 +90 13311.834961 +91 14614.985352 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,MLP,1.7506744861602783,"92 353665.507468 +93 349604.121986 +94 355826.834914 +95 367666.110046 +96 375820.385121 +97 379130.605230 +98 384122.379143 +99 389420.935672 +100 395801.889762 +101 399205.927085 +102 401744.354694 +103 400217.346285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,XGBoost,1.537266492843628,"92 30720.458984 +93 30454.468750 +94 30475.597656 +95 29253.849609 +96 29128.736328 +97 35966.078125 +98 42457.652344 +99 42457.652344 +100 35966.078125 +101 36101.472656 +102 35399.203125 +103 13994.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,IPTU,AR,1.5075922012329102,"90 183087.546875 +91 119339.296875 +92 108075.656250 +93 110156.132812 +94 103946.539062 +95 160180.640625 +96 122011.507812 +97 157824.187500 +98 137094.531250 +99 129691.226562 +100 166912.406250 +101 182711.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ISS,XGBoost,1.1792430877685547,"92 249775.781250 +93 227258.437500 +94 228559.171875 +95 245701.359375 +96 224817.843750 +97 247428.453125 +98 224337.578125 +99 248638.656250 +100 248638.656250 +101 224334.609375 +102 247500.421875 +103 247307.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ITBI,XGBoost,1.1292335987091064,"92 83223.960938 +93 67299.054688 +94 67957.960938 +95 55573.617188 +96 51258.328125 +97 53774.871094 +98 55904.738281 +99 43097.472656 +100 73301.117188 +101 51747.523438 +102 68228.656250 +103 50221.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,SES,1.2724926471710205,"92 1464898.750 +93 1416928.125 +94 1413380.000 +95 1444355.125 +96 1438585.750 +97 1466409.250 +98 1444355.125 +99 1444355.125 +100 1444355.125 +101 1444355.125 +102 1444355.125 +103 1457310.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,SARIMAX,1.4229297637939453,"92 298402.343750 +93 238960.218750 +94 217245.421875 +95 335345.312500 +96 195871.468750 +97 988523.312500 +98 288774.656250 +99 335980.062500 +100 341069.500000 +101 501272.312500 +102 351852.187500 +103 784745.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,IPTU,HWES,1.455071210861206,"95 36322.339844 +96 15809.239258 +97 14881.337891 +98 14137.443359 +99 5018.928711 +100 5018.928711 +101 5577.397949 +102 8375.869141 +103 4542.419922 +104 5587.641113 +105 6358.843750 +106 6358.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ISS,HWES,3.399635076522827,"96 14837.967773 +97 14857.756836 +98 15400.866211 +99 14822.008789 +100 13575.373047 +101 13088.780273 +102 13677.891602 +103 13856.284180 +104 14275.882812 +105 13586.924805 +106 12325.690430 +107 11844.916016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ITBI,XGBoost,2.0538253784179688,"94 39296.445312 +95 17809.078125 +96 15881.983398 +97 9847.747070 +98 14733.523438 +99 44242.156250 +100 18327.500000 +101 5476.874512 +102 5352.575195 +103 27110.414062 +104 10556.632812 +105 6088.141113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,MLP,1.478731393814087,"96 552017.810642 +97 550257.579984 +98 563461.671447 +99 577719.403026 +100 597129.349102 +101 587014.149460 +102 596241.054549 +103 603930.954463 +104 608175.056335 +105 610038.229909 +106 608015.019601 +107 612536.088071 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,SARIMAX,1.7704472541809082,"94 83025.390625 +95 76461.171875 +96 76485.828125 +97 84012.203125 +98 96692.351562 +99 176135.312500 +100 162771.718750 +101 169755.203125 +102 162771.718750 +103 162771.718750 +104 150731.828125 +105 154397.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,IPTU,HWES,2.322047472000122,"96 47467.839844 +97 95792.023438 +98 33146.761719 +99 41073.718750 +100 29871.468750 +101 30723.697266 +102 28453.050781 +103 70862.171875 +104 123482.523438 +105 25659.287109 +106 26605.375000 +107 28932.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ISS,MLP,1.8974440097808838,"96 104285.073161 +97 76980.260512 +98 88553.199673 +99 106646.823065 +100 89479.459964 +101 94314.466958 +102 83568.720825 +103 93984.151943 +104 84369.870029 +105 75617.888461 +106 86850.435404 +107 79365.306346 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ITBI,SARIMAX,1.115051507949829,"94 32895.234375 +95 29763.435547 +96 30448.083984 +97 30714.259766 +98 36755.265625 +99 27831.730469 +100 27239.662109 +101 33070.375000 +102 25136.892578 +103 16668.847656 +104 22068.740234 +105 -502.979767 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,MLP,1.062532901763916,"96 1.003965e+06 +97 9.932798e+05 +98 1.006316e+06 +99 1.028881e+06 +100 1.049409e+06 +101 1.039375e+06 +102 1.052330e+06 +103 1.063116e+06 +104 1.074850e+06 +105 1.081780e+06 +106 1.086314e+06 +107 1.088981e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,XGBoost,1.4856393337249756,"96 174015.984375 +97 156722.921875 +98 156984.312500 +99 157788.500000 +100 151310.656250 +101 510823.718750 +102 433786.593750 +103 388013.625000 +104 388013.625000 +105 388013.625000 +106 389495.906250 +107 510823.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,IPTU,MLP,3.8983311653137207,"90 -342.437285 +91 -1384.764073 +92 -4545.302069 +93 -12806.575356 +94 -13051.389443 +95 -13686.711025 +96 -21871.132726 +97 -29537.954752 +98 -39424.214461 +99 -53578.292690 +100 -66703.963518 +101 -85690.386486 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ISS,MLP,3.4010629653930664,"96 14705.141839 +97 11902.851409 +98 12209.111822 +99 12519.729237 +100 12555.312828 +101 9102.622295 +102 8803.613803 +103 8272.940575 +104 7587.353265 +105 6468.924958 +106 5195.767937 +107 4831.313684 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ITBI,XGBoost,1.5559778213500977,"80 8958.305664 +81 4827.442871 +82 5238.267578 +83 6582.886230 +84 3221.734619 +85 7551.986816 +86 7597.328613 +87 7757.360840 +88 12070.388672 +89 7030.669434 +90 9267.694336 +91 9179.024414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,MLP,1.1821646690368652,"96 242265.090546 +97 235924.953296 +98 231990.110981 +99 239114.500646 +100 236606.073215 +101 244079.716921 +102 242555.334222 +103 242334.139842 +104 247132.986946 +105 250104.714650 +106 253649.598323 +107 248712.230300 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,MLP,1.9636626243591309,"96 -15388.731238 +97 -5343.562575 +98 -2427.419347 +99 -12750.204280 +100 -7859.318321 +101 58378.073653 +102 -23515.007742 +103 -18644.132972 +104 -19689.577800 +105 -29210.685353 +106 -31049.709037 +107 -33319.997427 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,IPTU,SARIMAX,1.1330196857452393,"87 7794.417969 +88 3929.611084 +89 4667.247559 +90 1971.486572 +91 2656.240723 +92 7531.378418 +93 10118.314453 +94 5830.763672 +95 6563.865234 +96 4478.075684 +97 4295.785156 +98 8629.559570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ISS,SARIMAX,2.109234571456909,"96 157595.765625 +97 144532.156250 +98 157595.765625 +99 140016.015625 +100 157595.765625 +101 144538.671875 +102 140016.015625 +103 157595.765625 +104 157595.765625 +105 157595.765625 +106 157595.765625 +107 157595.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ITBI,XGBoost,1.2827188968658447,"96 29735.017578 +97 34812.050781 +98 39011.550781 +99 59793.710938 +100 88170.203125 +101 54807.839844 +102 55865.718750 +103 48725.550781 +104 48596.347656 +105 77035.070312 +106 68626.062500 +107 71203.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,MLP,1.7868459224700928,"96 596073.704288 +97 593882.825949 +98 593311.657422 +99 602014.847328 +100 607249.946645 +101 620995.967791 +102 619307.961355 +103 622670.286719 +104 629095.508518 +105 635389.513889 +106 641483.979456 +107 642528.598377 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,SARIMAX,1.912562608718872,"94 54739.890625 +95 53450.609375 +96 55957.570312 +97 46511.753906 +98 47904.882812 +99 205801.406250 +100 85740.156250 +101 76526.945312 +102 65036.613281 +103 97073.906250 +104 99030.882812 +105 148109.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,IPTU,SARIMAX,1.714524507522583,"96 248421.921875 +97 245529.125000 +98 164131.984375 +99 91314.750000 +100 78580.882812 +101 72594.773438 +102 158326.968750 +103 159052.125000 +104 192227.078125 +105 110960.015625 +106 102292.023438 +107 99585.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ISS,SARIMAX,1.7040936946868896,"96 691256.3750 +97 685166.8750 +98 734858.2500 +99 735092.5000 +100 733881.2500 +101 729487.9375 +102 731589.9375 +103 730256.8750 +104 653262.5625 +105 665751.5000 +106 648001.3125 +107 687750.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ITBI,HWES,1.387927532196045,"96 375309.12500 +97 267459.21875 +98 316906.62500 +99 345365.12500 +100 182331.15625 +101 316528.00000 +102 268136.03125 +103 344765.87500 +104 345723.84375 +105 388454.46875 +106 176772.34375 +107 345723.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,HWES,1.2486302852630615,"96 2122801.25 +97 2145335.00 +98 2168421.75 +99 2159987.00 +100 2213552.50 +101 2109902.00 +102 2117234.50 +103 2125059.00 +104 2143775.75 +105 2124965.50 +106 2124965.50 +107 2149071.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,XGBoost,2.6012587547302246,"96 8.235160e+05 +97 8.167818e+05 +98 7.965186e+05 +99 7.724965e+05 +100 7.724965e+05 +101 2.381680e+06 +102 1.379738e+06 +103 1.437716e+06 +104 1.437716e+06 +105 1.437716e+06 +106 1.437716e+06 +107 2.381680e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,IPTU,SARIMAX,2.4090609550476074,"96 2715365.25 +97 4507527.00 +98 3245986.25 +99 3239243.00 +100 3073202.25 +101 4481966.00 +102 3266683.25 +103 4304159.00 +104 4278017.50 +105 9168831.00 +106 9493840.00 +107 10207363.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ISS,MLP,1.3941600322723389,"96 1.903656e+06 +97 1.894413e+06 +98 1.896573e+06 +99 1.959082e+06 +100 1.962877e+06 +101 1.954364e+06 +102 1.960788e+06 +103 1.965892e+06 +104 1.979153e+06 +105 1.984082e+06 +106 1.982541e+06 +107 1.983711e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ITBI,SARIMAX,1.3665578365325928,"96 712423.8125 +97 771296.5000 +98 635755.0625 +99 814605.6250 +100 632979.4375 +101 751473.8750 +102 818500.0000 +103 618375.8125 +104 619603.8125 +105 618375.8125 +106 748339.6875 +107 604805.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,MLP,1.0587372779846191,"96 3.793845e+06 +97 3.717584e+06 +98 3.756878e+06 +99 3.876386e+06 +100 3.916505e+06 +101 3.938842e+06 +102 3.981153e+06 +103 4.025133e+06 +104 4.096383e+06 +105 4.134993e+06 +106 4.179000e+06 +107 4.151605e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,SARIMAX,1.3911879062652588,"96 9.610178e+05 +97 8.589209e+05 +98 8.309816e+05 +99 6.688585e+05 +100 5.145578e+05 +101 2.786962e+06 +102 1.093568e+06 +103 1.067820e+06 +104 1.116272e+06 +105 1.081681e+06 +106 9.023491e+05 +107 3.059302e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,IPTU,SARIMAX,2.071439266204834,"93 1303.708496 +94 1000.112976 +95 2763.938965 +96 604.128662 +97 561.213867 +98 721.780090 +99 547.797546 +100 556.306030 +101 1289.839722 +102 1448.891479 +103 1374.254150 +104 1340.350708 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ISS,SES,1.917891502380371,"96 30556.380859 +97 25402.921875 +98 22703.980469 +99 28273.777344 +100 31505.109375 +101 31272.919922 +102 30650.091797 +103 21968.093750 +104 28273.777344 +105 31272.919922 +106 24337.623047 +107 25703.119141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,3.6958374977111816,"90 4569.191895 +91 2790.583984 +92 5200.631348 +93 5076.168457 +94 4731.605469 +95 4037.365234 +96 2785.790039 +97 6063.424805 +98 3753.840576 +99 4338.313965 +100 2993.764160 +101 3035.164795 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,MLP,1.4427213668823242,"96 498144.894830 +97 489754.863132 +98 494506.941909 +99 507365.211143 +100 510414.661145 +101 514788.407350 +102 518670.996102 +103 521967.487222 +104 528032.124810 +105 530424.997860 +106 533083.195209 +107 527628.444511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,AR,1.429917335510254,"96 16252.635742 +97 16695.982422 +98 17656.183594 +99 16820.294922 +100 17026.054688 +101 108596.585938 +102 17630.699219 +103 25526.732422 +104 26233.302734 +105 29745.037109 +106 30338.111328 +107 108313.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,1.5204801559448242,"96 5.177919e+05 +97 5.467130e+05 +98 5.716470e+05 +99 2.633171e+05 +100 5.203502e+05 +101 4.512212e+05 +102 6.800240e+05 +103 1.876414e+06 +104 1.813583e+06 +105 2.221268e+06 +106 2.222928e+06 +107 2.221770e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,SARIMAX,1.9967679977416992,"96 412537.93750 +97 458151.40625 +98 440064.40625 +99 506029.46875 +100 359583.75000 +101 464791.37500 +102 420191.00000 +103 435883.53125 +104 435883.53125 +105 464791.37500 +106 468181.93750 +107 464791.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,MLP,1.0673456192016602,"96 280483.620608 +97 297320.009289 +98 300466.183573 +99 352617.227723 +100 396425.096933 +101 320440.842249 +102 326647.910594 +103 335441.411895 +104 335223.040692 +105 329934.440791 +106 308913.903563 +107 250308.031894 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,XGBoost,1.1429674625396729,"96 2592073.50 +97 2688514.00 +98 2512955.75 +99 2610140.50 +100 2294700.50 +101 2595062.00 +102 2598439.50 +103 2501254.75 +104 2591516.75 +105 2591417.25 +106 2589150.25 +107 2547460.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,SARIMAX,1.4235401153564453,"96 6.859889e+05 +97 8.243970e+05 +98 8.443741e+05 +99 9.186888e+05 +100 9.194819e+05 +101 1.672679e+06 +102 6.919422e+05 +103 5.531588e+05 +104 5.875486e+05 +105 5.988254e+05 +106 6.607774e+05 +107 6.119844e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,IPTU,HWES,2.092576026916504,"93 7603.894531 +94 6883.497559 +95 12189.986328 +96 8000.139648 +97 34150.132812 +98 6789.401855 +99 8030.088379 +100 6718.051758 +101 24408.066406 +102 15476.020508 +103 25619.078125 +104 8206.049805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ISS,XGBoost,1.8533143997192383,"96 34961.296875 +97 17204.361328 +98 17104.005859 +99 17165.958984 +100 16368.498047 +101 13315.731445 +102 17392.806641 +103 34061.792969 +104 17145.656250 +105 17145.656250 +106 17172.988281 +107 17181.439453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ITBI,SES,1.7417614459991455,"87 4323.822266 +88 6101.394043 +89 5665.584961 +90 5360.924805 +91 5730.279785 +92 6827.208984 +93 5384.452148 +94 4586.196289 +95 4094.763672 +96 6099.740234 +97 5971.175781 +98 6329.407227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,MLP,1.214158058166504,"96 302829.591354 +97 296617.292413 +98 299187.307647 +99 307427.092818 +100 311256.456821 +101 310684.587479 +102 313724.852295 +103 316932.448207 +104 321973.707968 +105 324712.253896 +106 327407.596706 +107 326185.647213 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,SARIMAX,1.3410534858703613,"96 33552.699219 +97 33543.394531 +98 33911.449219 +99 34924.453125 +100 33598.742188 +101 140106.625000 +102 48443.109375 +103 48443.109375 +104 54487.480469 +105 60536.523438 +106 64557.472656 +107 117509.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,IPTU,XGBoost,2.180243968963623,"80 314654.250000 +81 223874.859375 +82 224536.734375 +83 224693.015625 +84 225786.500000 +85 226252.859375 +86 388197.500000 +87 596527.687500 +88 596527.687500 +89 596527.687500 +90 596527.687500 +91 596527.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,1.213953971862793,"80 148344.406250 +81 144878.656250 +82 130477.742188 +83 146758.562500 +84 148460.562500 +85 146805.015625 +86 144783.921875 +87 144783.921875 +88 138176.593750 +89 148344.406250 +90 144783.921875 +91 144783.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ITBI,XGBoost,1.1018295288085938,"80 176463.671875 +81 207552.640625 +82 178539.515625 +83 242480.546875 +84 179748.562500 +85 252359.953125 +86 202542.109375 +87 170821.343750 +88 252359.953125 +89 196615.953125 +90 163665.265625 +91 196615.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,XGBoost,1.0628840923309326,"77 3929961.00 +78 4267326.00 +79 3931919.25 +80 4267326.00 +81 3932736.50 +82 3932736.50 +83 3932736.50 +84 4267326.00 +85 3932736.50 +86 4267326.00 +87 3932736.50 +88 4263070.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,MLP,1.0388133525848389,"74 366373.255305 +75 331949.098029 +76 406052.879672 +77 278680.678978 +78 397211.275263 +79 388839.045156 +80 425636.813965 +81 300875.684692 +82 420219.342542 +83 467890.555393 +84 475683.008129 +85 346073.816760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,SES,3.473449230194092,"70 32678.791016 +71 19338.082031 +72 8431.342773 +73 13905.458984 +74 14147.913086 +75 10278.625977 +76 11842.894531 +77 7430.045410 +78 5733.113281 +79 7291.121582 +80 7765.889160 +81 8030.441895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,MLP,2.3513760566711426,"76 141326.407113 +77 164028.406084 +78 237293.164592 +79 324109.153822 +80 132071.584222 +81 279679.297631 +82 252736.199227 +83 261816.025312 +84 169055.986910 +85 -970.224428 +86 305921.023007 +87 63344.760321 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,SES,2.520517349243164,"70 3156.959717 +71 17794.529297 +72 3359.964355 +73 4171.604492 +74 15043.152344 +75 2435.832275 +76 954.088867 +77 3620.670166 +78 2641.515381 +79 3222.775879 +80 7395.511230 +81 6728.821289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.0414681434631348,"76 641322.5625 +77 795410.4375 +78 641859.5625 +79 638724.8750 +80 838632.1875 +81 651884.1250 +82 638219.5000 +83 633748.2500 +84 626510.4375 +85 627336.3750 +86 640912.3125 +87 620497.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0449423789978027,"70 112132.195312 +71 28488.490234 +72 19589.039062 +73 25654.876953 +74 24020.089844 +75 164425.281250 +76 20991.166016 +77 98302.085938 +78 35074.742188 +79 121528.062500 +80 105526.140625 +81 103166.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,IPTU,SARIMAX,2.3193888664245605,"87 93132.296875 +88 40361.636719 +89 50340.394531 +90 50340.394531 +91 50340.394531 +92 50340.394531 +93 50340.394531 +94 50340.394531 +95 50340.394531 +96 50340.394531 +97 50340.394531 +98 50340.394531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ISS,XGBoost,1.4211666584014893,"96 55761.968750 +97 55762.011719 +98 55982.308594 +99 55811.101562 +100 55823.386719 +101 55784.988281 +102 55811.101562 +103 55811.101562 +104 57036.589844 +105 57036.589844 +106 57036.589844 +107 57036.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ITBI,XGBoost,1.2026646137237549,"92 32718.599609 +93 75001.390625 +94 75001.390625 +95 73905.273438 +96 75001.390625 +97 94036.179688 +98 30727.675781 +99 30727.675781 +100 79735.054688 +101 30727.675781 +102 30727.675781 +103 30727.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,MLP,1.1177051067352295,"96 504777.013972 +97 480370.538913 +98 500855.746054 +99 519083.032291 +100 552876.557982 +101 519499.209670 +102 534310.073772 +103 558175.775772 +104 563474.774826 +105 564950.797943 +106 550639.054842 +107 572545.144144 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,SARIMAX,1.2699248790740967,"96 196472.531250 +97 196439.046875 +98 196487.578125 +99 196568.828125 +100 196520.312500 +101 219992.937500 +102 219992.937500 +103 219992.937500 +104 219992.937500 +105 219992.937500 +106 219992.937500 +107 219992.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,IPTU,XGBoost,2.239708423614502,"92 87370.546875 +93 89245.328125 +94 104014.695312 +95 97008.945312 +96 96338.367188 +97 95913.031250 +98 31180.416016 +99 29001.832031 +100 31180.416016 +101 31180.416016 +102 31267.783203 +103 31620.630859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ISS,MLP,1.2359709739685059,"92 67655.379990 +93 -10434.876362 +94 7275.733362 +95 22562.040969 +96 -8798.273088 +97 1225.968219 +98 -31499.647939 +99 49883.853505 +100 33690.315416 +101 18494.831179 +102 57265.392981 +103 59282.011296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ITBI,XGBoost,1.774813175201416,"92 36056.734375 +93 42157.917969 +94 32166.978516 +95 48639.371094 +96 45762.570312 +97 46908.613281 +98 48680.929688 +99 46023.660156 +100 46908.613281 +101 46023.660156 +102 45001.164062 +103 46023.660156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,XGBoost,1.4508247375488281,"92 804958.1250 +93 769913.7500 +94 776357.6875 +95 773731.1250 +96 743544.7500 +97 833845.3125 +98 644612.1875 +99 754947.7500 +100 768089.0625 +101 768089.0625 +102 781563.0625 +103 760408.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,MLP,3.102468967437744,"92 753.971548 +93 61585.456794 +94 52911.916679 +95 53830.615018 +96 71686.196019 +97 237053.946972 +98 84132.464978 +99 125920.135801 +100 136596.191010 +101 151297.772625 +102 170389.439464 +103 120440.713877 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,IPTU,MLP,2.2404589653015137,"96 9654.896289 +97 -50536.510550 +98 -101609.538595 +99 -273205.362693 +100 -92499.216489 +101 -103051.575123 +102 -120699.254902 +103 -164108.191617 +104 -210724.291593 +105 -339046.614244 +106 -221905.161440 +107 -243086.078799 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ISS,SARIMAX,1.7528033256530762,"96 287420.53125 +97 285448.03125 +98 327197.59375 +99 327197.59375 +100 327197.59375 +101 327197.59375 +102 327197.59375 +103 327197.59375 +104 327197.59375 +105 327197.59375 +106 327197.59375 +107 327197.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ITBI,MLP,1.2662034034729004,"96 114135.479934 +97 95289.768127 +98 92298.087290 +99 95420.299970 +100 105879.336924 +101 100116.672047 +102 96777.288618 +103 95735.109426 +104 97510.745346 +105 99000.298705 +106 97718.010911 +107 95043.811065 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,MLP,1.2793433666229248,"96 1.347443e+06 +97 1.335711e+06 +98 1.357090e+06 +99 1.389254e+06 +100 1.422447e+06 +101 1.406267e+06 +102 1.426239e+06 +103 1.442648e+06 +104 1.458142e+06 +105 1.467088e+06 +106 1.471242e+06 +107 1.477268e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,1.1557118892669678,"96 -2.703041e+04 +97 2.278635e+05 +98 2.540226e+05 +99 2.316356e+05 +100 3.615574e+05 +101 1.298196e+06 +102 4.465982e+05 +103 7.285859e+05 +104 8.793664e+05 +105 1.031170e+06 +106 1.317006e+06 +107 1.673661e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,IPTU,AR,2.190606117248535,"70 4711.904297 +71 4820.770996 +72 5453.512695 +73 4457.997070 +74 4866.904785 +75 12047.112305 +76 6246.159180 +77 6682.845215 +78 6697.216797 +79 5890.607910 +80 5806.894043 +81 8576.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ISS,SARIMAX,1.9884424209594727,"72 19911.412109 +73 19906.507812 +74 19689.742188 +75 19890.029297 +76 19890.029297 +77 19693.753906 +78 19693.753906 +79 19693.753906 +80 19693.753906 +81 19693.753906 +82 19693.753906 +83 19894.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ITBI,MLP,1.7393887042999268,"67 21065.008268 +68 21243.524981 +69 35278.895144 +70 47767.564832 +71 71098.067614 +72 76975.481941 +73 110265.610034 +74 150952.265426 +75 204598.833162 +76 274861.114908 +77 366092.727480 +78 496107.602081 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,MLP,1.9270288944244385,"72 298406.747240 +73 297789.098835 +74 301680.612198 +75 309531.647174 +76 314557.241655 +77 314411.233058 +78 318665.059380 +79 321783.576691 +80 326013.024449 +81 328517.286675 +82 330766.784163 +83 330411.712453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,XGBoost,2.0152270793914795,"67 17913.404297 +68 17372.718750 +69 12813.150391 +70 12788.664062 +71 62866.316406 +72 53302.269531 +73 38105.011719 +74 42831.726562 +75 39035.863281 +76 39035.863281 +77 44966.000000 +78 42738.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,IPTU,AR,2.5367777347564697,"94 386632.906250 +95 715502.062500 +96 73452.304688 +97 76956.281250 +98 76956.281250 +99 96587.304688 +100 459560.500000 +101 683519.000000 +102 74565.546875 +103 73838.843750 +104 74565.546875 +105 74565.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ISS,SARIMAX,1.1555321216583252,"96 92488.078125 +97 92552.585938 +98 92007.289062 +99 91062.578125 +100 90344.914062 +101 92791.265625 +102 90344.914062 +103 90399.507812 +104 91117.179688 +105 91750.984375 +106 90759.015625 +107 80945.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ITBI,MLP,1.0538320541381836,"96 47171.422503 +97 48476.742735 +98 49085.729830 +99 46346.175407 +100 43574.379378 +101 48120.345763 +102 46773.388718 +103 48394.836316 +104 49609.148071 +105 47919.986296 +106 49220.724928 +107 51914.303961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,MLP,1.5353281497955322,"96 848492.586612 +97 841413.692358 +98 855932.244934 +99 880284.493225 +100 897325.515295 +101 887486.757812 +102 901465.821019 +103 911130.668680 +104 921428.025763 +105 925533.720479 +106 928319.562903 +107 927468.925506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,MLP,1.6471543312072754,"96 -9731.235473 +97 59949.802929 +98 40083.143893 +99 4632.221321 +100 44082.063197 +101 393041.179029 +102 48907.306119 +103 104068.063921 +104 109784.740051 +105 105117.830739 +106 147586.009622 +107 183982.259129 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,1.6310362815856934,"94 22735.705078 +95 20175.429688 +96 19461.181641 +97 23523.855469 +98 18474.021484 +99 25856.001953 +100 25886.958984 +101 24306.394531 +102 22146.925781 +103 23273.285156 +104 20445.570312 +105 23304.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ISS,HWES,1.5629513263702393,"96 43217.218750 +97 44673.820312 +98 45467.585938 +99 46230.441406 +100 83323.078125 +101 47217.089844 +102 85177.671875 +103 82788.640625 +104 94947.257812 +105 58973.445312 +106 51365.792969 +107 98257.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ITBI,MLP,1.5596296787261963,"95 8967.187397 +96 15987.368454 +97 19986.853738 +98 15878.405459 +99 21357.281767 +100 16669.416115 +101 23431.634864 +102 22803.474000 +103 21559.450595 +104 24029.471150 +105 22667.825996 +106 25544.484899 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,MLP,1.2466108798980713,"96 616849.609515 +97 608879.780808 +98 615015.533964 +99 628077.253156 +100 638158.489877 +101 631273.686274 +102 637992.328018 +103 643457.569937 +104 650297.764693 +105 654288.787675 +106 657361.166707 +107 658057.813708 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,MLP,1.2190907001495361,"96 4897.765826 +97 31441.736924 +98 26275.662897 +99 5754.660243 +100 12924.698618 +101 82363.087020 +102 30022.293516 +103 49809.191549 +104 53217.256730 +105 51898.346373 +106 63908.994708 +107 35998.858090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,IPTU,XGBoost,2.2297825813293457,"94 138871.250000 +95 407477.875000 +96 159471.140625 +97 159151.093750 +98 120490.429688 +99 120406.929688 +100 158502.781250 +101 406168.906250 +102 156772.328125 +103 156772.328125 +104 158676.687500 +105 158676.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ISS,MLP,2.5047857761383057,"96 108489.335596 +97 112217.999613 +98 119954.808934 +99 125307.589441 +100 139608.178337 +101 90252.117472 +102 109559.664188 +103 103496.873856 +104 93430.294703 +105 85177.760582 +106 65814.354753 +107 115918.066630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ITBI,HWES,1.8549702167510986,"96 285962.87500 +97 285766.68750 +98 351086.84375 +99 351620.53125 +100 350446.03125 +101 351507.96875 +102 350427.34375 +103 351110.21875 +104 351228.18750 +105 350774.87500 +106 350568.93750 +107 349931.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,MLP,1.3892593383789062,"96 9.836145e+05 +97 1.024197e+06 +98 1.015189e+06 +99 1.044231e+06 +100 1.067970e+06 +101 1.039583e+06 +102 1.072743e+06 +103 1.079703e+06 +104 1.087440e+06 +105 1.090615e+06 +106 1.090674e+06 +107 1.096673e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,XGBoost,1.7022736072540283,"96 120357.921875 +97 312050.968750 +98 129984.117188 +99 130203.070312 +100 130203.070312 +101 369173.343750 +102 288353.250000 +103 306451.593750 +104 298010.062500 +105 298010.062500 +106 281121.125000 +107 306552.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,SARIMAX,1.922748327255249,"95 5190.239746 +96 5072.177734 +97 5023.385254 +98 5056.016113 +99 4174.505371 +100 3527.608887 +101 3987.879395 +102 4590.223633 +103 4667.754395 +104 5335.055176 +105 4713.940430 +106 4985.702148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,XGBoost,1.403735637664795,"96 41008.777344 +97 43096.121094 +98 54123.515625 +99 65553.562500 +100 55336.667969 +101 64908.011719 +102 63568.648438 +103 62342.425781 +104 62342.425781 +105 65021.062500 +106 64666.058594 +107 62342.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,AR,1.9585392475128174,"94 13851.603516 +95 56305.824219 +96 56841.835938 +97 64825.511719 +98 64533.128906 +99 19603.630859 +100 22029.455078 +101 23957.787109 +102 23858.388672 +103 16739.585938 +104 54099.941406 +105 42749.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,MLP,2.0259904861450195,"96 600822.086498 +97 597705.114535 +98 611749.992735 +99 625619.177199 +100 647883.745248 +101 628961.348576 +102 642213.952283 +103 651273.108267 +104 655812.406014 +105 658292.796119 +106 655534.171211 +107 664430.819367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,XGBoost,2.5175564289093018,"96 22905.412109 +97 24451.722656 +98 12689.311523 +99 11595.294922 +100 13417.660156 +101 56717.644531 +102 52134.273438 +103 52106.210938 +104 24782.464844 +105 30404.462891 +106 24431.093750 +107 53178.460938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,SES,1.304192304611206,"71 3520.234863 +72 2760.167969 +73 2858.915283 +74 199.074051 +75 -1221.478516 +76 20781.500000 +77 3722.424561 +78 1288.456299 +79 33224.996094 +80 41626.800781 +81 42210.261719 +82 28032.990234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,MLP,1.774376630783081,"77 21145.565846 +78 18544.739473 +79 17269.979753 +80 11602.896167 +81 2923.727508 +82 -8580.474373 +83 -16744.471323 +84 -26604.432099 +85 -37991.125002 +86 -51783.031855 +87 -65360.160803 +88 -78997.579707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,MLP,1.1052539348602295,"77 18969.134551 +78 11508.523698 +79 12998.108371 +80 15387.185295 +81 17626.930387 +82 16901.578465 +83 18569.137870 +84 24736.674196 +85 31027.719899 +86 33509.251563 +87 36014.832800 +88 40921.750741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,MLP,1.15248441696167,"77 3.865588e+05 +78 2.536287e+05 +79 1.125352e+05 +80 -5.069300e+04 +81 -2.697357e+05 +82 -5.642711e+05 +83 -8.187146e+05 +84 -1.100362e+06 +85 -1.408307e+06 +86 -1.751995e+06 +87 -2.121493e+06 +88 -2.509969e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,AR,1.2530629634857178,"77 169499.421875 +78 169353.656250 +79 169051.671875 +80 168266.500000 +81 168748.781250 +82 511724.125000 +83 634793.812500 +84 633951.875000 +85 973590.750000 +86 973082.687500 +87 973082.687500 +88 973611.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,IPTU,SARIMAX,1.4427878856658936,"86 50672.472656 +87 50640.945312 +88 50663.355469 +89 48244.882812 +90 50725.601562 +91 50797.691406 +92 50585.078125 +93 50652.187500 +94 50554.613281 +95 50595.039062 +96 50581.628906 +97 50581.628906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ISS,XGBoost,1.8459670543670654,"96 53049.605469 +97 53087.324219 +98 21927.183594 +99 21927.183594 +100 21982.927734 +101 21927.183594 +102 21964.902344 +103 21964.902344 +104 21982.927734 +105 21982.927734 +106 21982.927734 +107 21982.927734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ITBI,MLP,1.1296861171722412,"91 36996.494611 +92 39299.790471 +93 47026.756655 +94 4587.268646 +95 28131.674399 +96 19677.312133 +97 18416.349159 +98 12421.202796 +99 1301.174783 +100 3358.867855 +101 4932.129953 +102 -136.526576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,XGBoost,1.5493659973144531,"95 494239.59375 +96 507312.46875 +97 441240.06250 +98 420763.50000 +99 448474.12500 +100 505846.81250 +101 504696.53125 +102 507312.46875 +103 467404.93750 +104 467404.93750 +105 425509.18750 +106 464093.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,MLP,1.1192498207092285,"56 142523.264902 +57 71742.687160 +58 -98.525885 +59 104053.130852 +60 128347.221158 +61 41862.144018 +62 12471.056956 +63 33018.646568 +64 90291.970808 +65 37623.143797 +66 -4973.945627 +67 29846.029236 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,IPTU,AR,2.33012318611145,"96 14676.154297 +97 14163.750000 +98 10629.642578 +99 16153.453125 +100 4974.192383 +101 13374.106445 +102 16518.421875 +103 16374.633789 +104 16834.828125 +105 15626.984375 +106 5622.045410 +107 16529.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ISS,XGBoost,3.3707492351531982,"96 21232.216797 +97 21167.255859 +98 19560.320312 +99 20827.009766 +100 20895.361328 +101 20887.658203 +102 17899.222656 +103 19492.558594 +104 20850.505859 +105 20836.121094 +106 17902.162109 +107 17899.222656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ITBI,XGBoost,2.1898839473724365,"95 10053.510742 +96 11641.018555 +97 9501.041016 +98 6818.268555 +99 8288.341797 +100 11974.746094 +101 12476.620117 +102 10540.766602 +103 11468.553711 +104 15415.289062 +105 16136.856445 +106 12295.670898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,MLP,1.0827322006225586,"96 516160.265495 +97 510238.590201 +98 518329.173633 +99 531763.681428 +100 542431.465354 +101 535428.905426 +102 543395.965696 +103 549353.406396 +104 555415.577590 +105 558292.820391 +106 560072.380760 +107 560855.784218 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,SARIMAX,1.4220707416534424,"95 55295.800781 +96 47653.390625 +97 50462.015625 +98 52864.292969 +99 42334.867188 +100 242813.781250 +101 78509.054688 +102 73601.156250 +103 73601.156250 +104 73601.156250 +105 74287.601562 +106 168194.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,IPTU,SARIMAX,2.2171578407287598,"93 40644.671875 +94 11235.763672 +95 22799.029297 +96 8426.776367 +97 15799.042969 +98 8469.323242 +99 14656.284180 +100 23732.591797 +101 19565.994141 +102 31396.953125 +103 32784.664062 +104 34099.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ISS,XGBoost,1.1739232540130615,"96 11679.038086 +97 11591.709961 +98 10780.778320 +99 10145.486328 +100 9972.584961 +101 11666.465820 +102 10334.166016 +103 10086.708984 +104 11604.755859 +105 10309.246094 +106 10338.641602 +107 10502.154297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ITBI,SES,1.95357084274292,"95 15130.149414 +96 7718.112793 +97 7486.299316 +98 21635.132812 +99 8420.270508 +100 8064.523926 +101 8956.823242 +102 6789.238770 +103 7489.921875 +104 8620.592773 +105 8399.130859 +106 10541.448242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,MLP,2.5872480869293213,"96 532735.739336 +97 528996.772825 +98 536575.742990 +99 549019.427714 +100 562156.959598 +101 559530.747024 +102 566505.886847 +103 573180.514883 +104 580184.844948 +105 584876.793746 +106 587783.698481 +107 590249.830156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,MLP,2.134108304977417,"96 -5573.885470 +97 35581.089138 +98 28931.572894 +99 18061.417902 +100 52004.034537 +101 183774.408019 +102 51607.455056 +103 90652.133577 +104 99693.788204 +105 108567.689906 +106 145898.914713 +107 162319.586979 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,IPTU,SARIMAX,2.5625548362731934,"91 3812.837891 +92 3416.999512 +93 4452.282715 +94 15069.181641 +95 4168.412109 +96 3011.330811 +97 4128.866211 +98 4189.526855 +99 3573.385010 +100 7292.053711 +101 3538.391113 +102 2828.735840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ISS,SARIMAX,1.898085117340088,"96 115744.085938 +97 151644.890625 +98 121701.000000 +99 154689.765625 +100 111616.734375 +101 116024.507812 +102 148788.828125 +103 115744.085938 +104 148160.796875 +105 115463.765625 +106 148788.828125 +107 149601.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ITBI,XGBoost,1.2486114501953125,"87 18790.871094 +88 8285.303711 +89 14947.672852 +90 10471.144531 +91 15124.344727 +92 16820.070312 +93 15876.033203 +94 25340.154297 +95 14496.640625 +96 14496.640625 +97 16474.906250 +98 11592.314453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,XGBoost,1.1671438217163086,"96 391105.40625 +97 447717.21875 +98 369257.00000 +99 368401.43750 +100 334231.25000 +101 456638.53125 +102 371734.96875 +103 447104.59375 +104 378033.03125 +105 376860.15625 +106 345778.31250 +107 443201.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,XGBoost,1.3799705505371094,"96 11341.683594 +97 10488.474609 +98 5929.951172 +99 4690.663086 +100 3940.480225 +101 61228.484375 +102 34859.824219 +103 36045.117188 +104 28222.406250 +105 28091.746094 +106 28091.746094 +107 107973.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,IPTU,SARIMAX,3.3764283657073975,"80 49035.777344 +81 90306.867188 +82 14797.797852 +83 15133.897461 +84 15112.862305 +85 16239.798828 +86 113747.375000 +87 110718.765625 +88 14298.182617 +89 14298.182617 +90 52851.726562 +91 17501.287109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ISS,MLP,1.476768970489502,"84 257161.817598 +85 252990.226690 +86 242984.787661 +87 242012.818143 +88 250621.345536 +89 242631.053209 +90 241329.971906 +91 238995.095974 +92 257467.592310 +93 260428.358281 +94 258442.875866 +95 281596.808732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ITBI,MLP,1.2161633968353271,"84 52953.677291 +85 64483.782804 +86 25111.760584 +87 40785.394359 +88 43214.019310 +89 46643.312998 +90 38556.896515 +91 26112.566361 +92 37054.089824 +93 35645.278524 +94 32445.383587 +95 26593.144537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,SARIMAX,1.709059238433838,"84 4207377.50 +85 3776709.75 +86 3782809.50 +87 3780352.00 +88 3747142.25 +89 4038301.75 +90 4033208.75 +91 3776709.75 +92 4204786.50 +93 4045397.75 +94 4049040.00 +95 3616958.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,AR,1.1985113620758057,"84 102196.156250 +85 90415.992188 +86 85978.984375 +87 87566.187500 +88 84406.843750 +89 425026.156250 +90 231946.781250 +91 204445.984375 +92 204445.984375 +93 204445.984375 +94 204445.984375 +95 425026.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,IPTU,Prophet,1.4098172187805176,"66 82270.500000 +67 82270.500000 +68 82265.117188 +69 82265.117188 +70 82270.500000 +71 82254.210938 +72 82254.210938 +73 82257.203125 +74 82270.500000 +75 82270.500000 +76 82270.500000 +77 82254.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ISS,SARIMAX,1.1477105617523193,"84 22014.156250 +85 21608.562500 +86 21416.609375 +87 21760.984375 +88 15884.585938 +89 21760.984375 +90 21760.984375 +91 21111.646484 +92 21111.646484 +93 21111.646484 +94 23792.587891 +95 18402.708984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ITBI,Prophet,1.4732906818389893,"83 9115.389648 +84 9683.740234 +85 14540.174805 +86 9721.318359 +87 9702.918945 +88 28398.621094 +89 13633.636719 +90 5495.765137 +91 9063.336914 +92 8212.223633 +93 28922.734375 +94 6653.583496 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,MLP,1.3973402976989746,"84 444685.807895 +85 435092.366365 +86 443324.574143 +87 458978.290208 +88 476593.906962 +89 458481.376302 +90 474620.113135 +91 484502.498601 +92 494630.756183 +93 500140.108049 +94 501982.653796 +95 508524.073909 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,XGBoost,1.7848169803619385,"81 15978.106445 +82 4492.565918 +83 6051.105469 +84 2028.373535 +85 1613.773438 +86 28336.603516 +87 16566.095703 +88 20555.250000 +89 3811.378418 +90 13174.633789 +91 14130.288086 +92 37942.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,IPTU,HWES,1.2069242000579834,"74 108783.421875 +75 89055.570312 +76 17619.875000 +77 20360.449219 +78 17544.273438 +79 20801.201172 +80 67835.867188 +81 67835.867188 +82 17934.353516 +83 24812.417969 +84 46107.164062 +85 17725.427734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ISS,AR,1.187687635421753,"84 63367.683594 +85 82634.609375 +86 81592.398438 +87 81592.398438 +88 82467.640625 +89 81765.312500 +90 65413.187500 +91 82124.101562 +92 81259.648438 +93 81288.046875 +94 81259.648438 +95 73045.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ITBI,MLP,1.6297821998596191,"84 48855.270440 +85 46960.689664 +86 57246.284274 +87 62994.078680 +88 58620.077072 +89 51609.659610 +90 56626.146337 +91 59080.207512 +92 58498.301657 +93 56400.264086 +94 55839.455508 +95 57563.095957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,MLP,2.909120559692383,"84 694865.989308 +85 678612.447381 +86 686341.242897 +87 708028.140778 +88 718889.013524 +89 714618.496861 +90 724261.663979 +91 734352.703443 +92 748249.053095 +93 755675.675835 +94 763203.822788 +95 762439.142782 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,MLP,2.2632076740264893,"84 20769.548327 +85 63910.754674 +86 54135.857548 +87 6138.322579 +88 44908.312587 +89 331479.643555 +90 85414.080904 +91 129408.915728 +92 137154.462649 +93 126895.847043 +94 167055.969157 +95 191098.447281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,Prophet,3.4622299671173096,"74 16497.625000 +75 16497.625000 +76 8661.734375 +77 8661.734375 +78 8675.216797 +79 8661.734375 +80 8661.734375 +81 8661.734375 +82 8661.734375 +83 8661.734375 +84 8661.734375 +85 8661.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,XGBoost,1.2088453769683838,"83 34256.445312 +84 35154.468750 +85 34350.890625 +86 32767.798828 +87 33571.382812 +88 34098.261719 +89 33571.382812 +90 122833.421875 +91 37661.976562 +92 38188.859375 +93 37661.976562 +94 37661.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,AR,2.0853755474090576,"72 4993.623535 +73 10169.102539 +74 10455.942383 +75 8726.358398 +76 10200.688477 +77 4964.135742 +78 4036.439453 +79 4975.922852 +80 4975.922852 +81 4975.922852 +82 4975.922852 +83 4975.922852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,MLP,1.2549159526824951,"83 256291.311783 +84 247417.586814 +85 252020.350904 +86 259941.878361 +87 262640.122208 +88 251044.127395 +89 259207.466482 +90 264027.535464 +91 267089.093870 +92 267042.032056 +93 268064.615083 +94 270653.437423 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,MLP,1.407041072845459,"82 2680.166987 +83 16970.214301 +84 12038.731529 +85 4463.112014 +86 7618.805962 +87 49431.076003 +88 16825.257064 +89 24983.854740 +90 27993.458711 +91 27273.297708 +92 32979.273455 +93 26852.637942 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,1.7159059047698975,"69 4575.001465 +70 3718.399658 +71 4096.224609 +72 482.874634 +73 145.762314 +74 -79.269897 +75 2185.557617 +76 6522.834961 +77 2346.961914 +78 1215.325562 +79 2250.357910 +80 1243.799438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ISS,SARIMAX,3.1997499465942383,"84 5123.498047 +85 6571.731934 +86 6561.936523 +87 7902.960938 +88 6325.708008 +89 6575.481934 +90 6623.322266 +91 7736.798340 +92 5386.777832 +93 2303.579102 +94 8192.378906 +95 2113.045654 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ITBI,SES,1.8118810653686523,"65 4386.042480 +66 4974.097168 +67 6986.104004 +68 5018.242188 +69 5057.134766 +70 4186.865723 +71 5184.712891 +72 4692.305176 +73 5267.938477 +74 4266.188965 +75 4249.120117 +76 5023.380859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,MLP,1.2060492038726807,"84 252551.646326 +85 247611.537837 +86 251851.904698 +87 258525.196697 +88 263937.488104 +89 255228.157594 +90 260462.817639 +91 263772.455374 +92 266212.634073 +93 266753.383375 +94 266590.568997 +95 268396.633137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,MLP,1.3821098804473877,"81 7259.370236 +82 11075.149270 +83 17639.001773 +84 20231.337824 +85 21420.574052 +86 29242.772725 +87 23031.788307 +88 25963.095341 +89 28280.902075 +90 30484.427215 +91 31041.991164 +92 23355.597284 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,IPTU,AR,1.1724114418029785,"74 179362.375000 +75 51522.601562 +76 54174.097656 +77 54144.585938 +78 165244.468750 +79 187670.890625 +80 44819.773438 +81 45146.023438 +82 62831.394531 +83 55719.042969 +84 45323.289062 +85 45257.714844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ISS,SARIMAX,1.393955945968628,"76 105258.843750 +77 107456.609375 +78 110437.390625 +79 109582.687500 +80 110437.390625 +81 112477.843750 +82 112477.843750 +83 112408.507812 +84 112477.843750 +85 112408.507812 +86 112408.507812 +87 112408.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ITBI,XGBoost,1.082732915878296,"66 60531.972656 +67 144345.859375 +68 65408.925781 +69 60969.578125 +70 83214.687500 +71 61257.210938 +72 62024.902344 +73 61237.984375 +74 61803.390625 +75 61337.675781 +76 60883.937500 +77 60883.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,XGBoost,1.1472415924072266,"76 869961.3750 +77 834656.2500 +78 827385.1250 +79 834546.7500 +80 806356.6875 +81 841998.6250 +82 841749.0000 +83 847593.0000 +84 845191.0625 +85 825483.6250 +86 836264.0000 +87 838665.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,MLP,1.085432767868042,"76 36830.649250 +77 113527.939203 +78 108450.695426 +79 101138.110496 +80 126610.985337 +81 334088.356944 +82 145165.650631 +83 176313.838537 +84 188666.188879 +85 193755.002021 +86 210407.405667 +87 133913.476518 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,IPTU,SARIMAX,1.2929716110229492,"75 56683.066406 +76 58764.835938 +77 67894.023438 +78 67894.023438 +79 68077.046875 +80 68155.585938 +81 83801.820312 +82 83801.820312 +83 83135.148438 +84 83135.148438 +85 83135.148438 +86 83135.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ISS,HWES,1.826415777206421,"76 21267.769531 +77 15761.935547 +78 15112.139648 +79 32472.697266 +80 15566.897461 +81 17273.636719 +82 21286.320312 +83 26713.453125 +84 7203.574707 +85 7805.027832 +86 4630.549316 +87 4235.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ITBI,Prophet,1.6084632873535156,"71 2545.488525 +72 13730.118164 +73 8074.766113 +74 6341.236816 +75 15835.670898 +76 15884.089844 +77 14611.682617 +78 11849.582031 +79 7117.824707 +80 11596.794922 +81 11794.364258 +82 16615.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0709991455078125,"75 439124.78125 +76 517456.75000 +77 401821.59375 +78 403165.84375 +79 385313.71875 +80 453650.06250 +81 444561.81250 +82 489730.62500 +83 426217.56250 +84 427662.53125 +85 453990.37500 +86 459695.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,AR,1.1702864170074463,"63 123011.421875 +64 124965.343750 +65 124801.304688 +66 124789.664062 +67 124801.304688 +68 124882.734375 +69 124707.062500 +70 124707.062500 +71 124626.656250 +72 124707.062500 +73 124661.226562 +74 124882.734375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,IPTU,SES,1.7589964866638184,"71 62418.460938 +72 62418.460938 +73 62418.460938 +74 62398.277344 +75 62398.277344 +76 62398.277344 +77 62398.277344 +78 62398.277344 +79 62398.277344 +80 62398.277344 +81 62398.277344 +82 62398.277344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ISS,XGBoost,1.7781634330749512,"75 11933.546875 +76 10144.607422 +77 10750.120117 +78 10750.120117 +79 11954.302734 +80 11938.416016 +81 10096.280273 +82 10144.607422 +83 10750.120117 +84 10750.120117 +85 10750.120117 +86 10750.120117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ITBI,Prophet,1.6815276145935059,"67 13378.643555 +68 8361.235352 +69 13260.131836 +70 8751.918945 +71 8246.513672 +72 5715.927734 +73 5834.958008 +74 6007.415527 +75 10059.004883 +76 5589.041016 +77 9357.583984 +78 8847.248047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,MLP,2.122344493865967,"75 293156.328780 +76 287187.027931 +77 293288.673623 +78 301322.827591 +79 309863.370017 +80 296718.700400 +81 304512.426375 +82 309647.735016 +83 312527.880849 +84 313184.765342 +85 311927.404881 +86 316645.750911 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,SARIMAX,1.8616266250610352,"74 14720.114258 +75 11302.131836 +76 11546.018555 +77 11513.633789 +78 10134.625977 +79 48536.613281 +80 33474.371094 +81 26219.724609 +82 46726.761719 +83 33532.855469 +84 25156.335938 +85 47475.894531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,IPTU,MLP,1.3796141147613525,"84 8072.769462 +85 9047.418656 +86 -903.332869 +87 -2960.979626 +88 -13673.194184 +89 -19352.006370 +90 -7567.780411 +91 -10649.517127 +92 -14359.101506 +93 -17182.879029 +94 -22562.563891 +95 -23963.373748 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ISS,MLP,1.0881848335266113,"84 434324.208003 +85 23942.328413 +86 168604.690393 +87 171962.212062 +88 -9907.701693 +89 146517.004751 +90 -178949.120481 +91 243784.217913 +92 66825.284621 +93 5780.496726 +94 213891.172624 +95 33808.800794 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ITBI,SARIMAX,1.2659080028533936,"82 295958.656250 +83 -2940.363037 +84 127407.398438 +85 127449.921875 +86 149002.343750 +87 85361.039062 +88 81818.890625 +89 157133.203125 +90 67507.906250 +91 80243.718750 +92 126688.789062 +93 135993.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,XGBoost,1.4901659488677979,"84 785884.8125 +85 722892.7500 +86 735231.4375 +87 742399.8750 +88 694137.8125 +89 832323.3750 +90 796220.7500 +91 785877.3750 +92 805252.3750 +93 744698.3125 +94 758160.4375 +95 673686.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1955480575561523,"74 49765.945312 +75 41307.812500 +76 28500.607422 +77 34246.218750 +78 28807.443359 +79 105353.734375 +80 44346.960938 +81 41958.363281 +82 106749.257812 +83 100823.476562 +84 72662.484375 +85 57442.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,IPTU,XGBoost,1.2409963607788086,"77 121520.367188 +78 116549.281250 +79 54493.050781 +80 109668.406250 +81 48105.335938 +82 48105.335938 +83 54493.050781 +84 54493.050781 +85 54493.050781 +86 54493.050781 +87 54493.050781 +88 54493.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ISS,XGBoost,1.3125088214874268,"84 36922.671875 +85 40205.082031 +86 51119.460938 +87 54517.437500 +88 54533.160156 +89 54517.437500 +90 54517.437500 +91 54517.437500 +92 54517.437500 +93 51120.109375 +94 54517.437500 +95 51120.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ITBI,AR,1.15382981300354,"83 13690.476562 +84 15300.451172 +85 10647.961914 +86 15102.297852 +87 3661.877197 +88 1091.027832 +89 2173.055908 +90 11887.045898 +91 -188.528961 +92 3086.576172 +93 1680.303101 +94 10769.016602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,MLP,1.3301653861999512,"84 525841.547779 +85 517683.597106 +86 529504.191695 +87 545218.137366 +88 563017.512369 +89 546136.050537 +90 559344.570263 +91 569643.692809 +92 576741.311147 +93 579913.717090 +94 579193.236437 +95 586528.300638 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,MLP,2.4883031845092773,"78 -25058.498406 +79 -23668.649896 +80 -10220.896959 +81 -40259.241661 +82 -28722.209858 +83 -8082.227956 +84 -71827.613902 +85 -80250.100315 +86 -96399.711988 +87 -127313.857744 +88 -150306.490251 +89 -223163.420751 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,IPTU,SARIMAX,2.2481579780578613,"71 4221.299805 +72 10688.755859 +73 9645.527344 +74 5296.014160 +75 10236.202148 +76 10236.202148 +77 5639.250488 +78 10494.535156 +79 13741.586914 +80 99320.804688 +81 13612.924805 +82 12267.318359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ISS,SARIMAX,1.1066617965698242,"72 54123.253906 +73 58046.035156 +74 35571.457031 +75 55664.613281 +76 54200.500000 +77 58068.828125 +78 54146.046875 +79 57859.699219 +80 56208.757812 +81 59527.214844 +82 56208.757812 +83 59527.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ITBI,MLP,1.6612699031829834,"72 126720.329073 +73 157122.520794 +74 91026.312738 +75 161584.255314 +76 144337.897421 +77 207524.655753 +78 204625.142998 +79 208061.070444 +80 260624.973993 +81 281597.799577 +82 327913.059737 +83 352394.838304 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,MLP,1.1077170372009277,"72 510599.731370 +73 496278.399819 +74 510523.544858 +75 523992.889453 +76 530163.461396 +77 519248.566419 +78 529046.650642 +79 537087.515322 +80 543305.135789 +81 546177.311264 +82 549392.550998 +83 550113.536068 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,SARIMAX,2.010157585144043,"72 45349.421875 +73 47519.023438 +74 43229.324219 +75 43426.097656 +76 43426.097656 +77 173646.093750 +78 49143.976562 +79 51906.468750 +80 62028.675781 +81 57243.199219 +82 57243.199219 +83 47799.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,AR,2.2138874530792236,"75 64137.238281 +76 174216.781250 +77 7213.974609 +78 8029.024902 +79 3021.517090 +80 2590.262695 +81 19530.785156 +82 181233.328125 +83 32159.550781 +84 2056.663086 +85 8812.426758 +86 9177.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,MLP,1.7612237930297852,"84 59412.036024 +85 60128.635989 +86 59426.832024 +87 59626.281483 +88 59170.937718 +89 58190.366875 +90 58347.618907 +91 57209.522990 +92 56722.338955 +93 55951.224024 +94 54603.478306 +95 53702.784511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ITBI,SES,1.0475215911865234,"24 7261.762207 +25 7061.914062 +26 7264.452148 +27 9944.569336 +28 9944.077148 +29 7010.623047 +30 7007.933105 +31 7007.933105 +32 7010.623047 +33 3078.522705 +34 3078.522705 +35 7805.205078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,MLP,1.3739206790924072,"84 441251.320061 +85 432438.706740 +86 446864.455122 +87 462477.693808 +88 487874.055837 +89 462424.000463 +90 481904.808243 +91 498550.050556 +92 507412.302322 +93 512550.432560 +94 507802.466122 +95 527295.155858 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,SARIMAX,2.091731548309326,"84 15540.271484 +85 4237.518555 +86 5156.771484 +87 7431.003906 +88 4333.375977 +89 113314.695312 +90 13464.808594 +91 11477.977539 +92 12113.726562 +93 12113.726562 +94 12113.726562 +95 113314.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,IPTU,AR,1.5618021488189697,"84 253777.265625 +85 282376.375000 +86 278204.906250 +87 239776.984375 +88 257029.500000 +89 239383.937500 +90 256245.234375 +91 253650.796875 +92 253650.796875 +93 262176.843750 +94 264115.437500 +95 262176.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ISS,HWES,1.1572725772857666,"84 149338.875000 +85 156106.671875 +86 155084.296875 +87 155023.843750 +88 153908.843750 +89 149422.546875 +90 149422.546875 +91 149807.328125 +92 150663.234375 +93 153339.156250 +94 160726.875000 +95 149422.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ITBI,SES,1.4818556308746338,"84 67153.945312 +85 116890.179688 +86 116890.179688 +87 69495.664062 +88 117051.679688 +89 82791.968750 +90 78299.656250 +91 77219.804688 +92 77219.804688 +93 72415.226562 +94 100195.007812 +95 101218.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,MLP,1.6844546794891357,"84 1.221396e+06 +85 1.179411e+06 +86 1.173031e+06 +87 1.215540e+06 +88 1.186056e+06 +89 1.239542e+06 +90 1.239781e+06 +91 1.239435e+06 +92 1.264373e+06 +93 1.279930e+06 +94 1.297170e+06 +95 1.260629e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,MLP,1.2573120594024658,"83 3055.582629 +84 40871.579733 +85 46725.962735 +86 -46620.189568 +87 -17418.016376 +88 158155.351927 +89 8206.805834 +90 40962.326182 +91 44887.889349 +92 13109.967998 +93 39179.311032 +94 13588.662562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,IPTU,AR,1.9432446956634521,"84 174189.671875 +85 37982.589844 +86 36309.828125 +87 33376.687500 +88 32259.203125 +89 25157.101562 +90 91683.546875 +91 33238.796875 +92 36165.871094 +93 36165.871094 +94 36707.378906 +95 34146.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ISS,SARIMAX,2.075751781463623,"84 41075.875000 +85 45862.214844 +86 43773.164062 +87 46198.132812 +88 45871.011719 +89 46241.277344 +90 46198.132812 +91 41433.531250 +92 41084.667969 +93 46206.925781 +94 41084.667969 +95 41266.855469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ITBI,MLP,1.6070587635040283,"84 32315.878641 +85 35630.604214 +86 33487.571558 +87 36293.752733 +88 31349.080606 +89 32097.316419 +90 37300.787259 +91 34423.809053 +92 36983.206847 +93 32755.099732 +94 35436.268821 +95 38414.470667 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,MLP,1.8078572750091553,"84 622929.342558 +85 607889.561212 +86 615062.127575 +87 636074.268968 +88 645716.755910 +89 646213.281941 +90 654812.868083 +91 664613.626904 +92 678576.308297 +93 686158.718450 +94 693956.854102 +95 691937.091895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,AR,2.109858989715576,"84 32714.988281 +85 29508.123047 +86 23201.716797 +87 46293.972656 +88 10741.588867 +89 266061.750000 +90 27304.613281 +91 27304.613281 +92 53150.070312 +93 69627.273438 +94 52586.847656 +95 253581.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,IPTU,HWES,1.4304258823394775,"72 229354.078125 +73 233399.343750 +74 129651.593750 +75 162177.984375 +76 150662.562500 +77 155943.359375 +78 196509.640625 +79 196509.640625 +80 160100.109375 +81 232196.828125 +82 235641.187500 +83 229783.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ISS,MLP,1.8516323566436768,"72 256731.146583 +73 259631.494925 +74 263768.327674 +75 272567.197296 +76 283369.534054 +77 293325.115739 +78 301416.436877 +79 310694.282550 +80 320286.818352 +81 330653.943366 +82 342344.997700 +83 353830.445720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ITBI,Prophet,1.2506706714630127,"72 41949.867188 +73 53073.093750 +74 48651.433594 +75 41634.761719 +76 74159.609375 +77 71324.710938 +78 74249.750000 +79 57577.195312 +80 57436.613281 +81 44693.867188 +82 71324.710938 +83 72362.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,MLP,1.1781961917877197,"72 1.037731e+06 +73 1.004549e+06 +74 1.004003e+06 +75 1.039673e+06 +76 1.034900e+06 +77 1.060537e+06 +78 1.064164e+06 +79 1.072409e+06 +80 1.099061e+06 +81 1.115981e+06 +82 1.138068e+06 +83 1.123800e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,AR,1.2022840976715088,"72 2.640088e+05 +73 2.640088e+05 +74 2.640088e+05 +75 2.648385e+05 +76 2.648385e+05 +77 1.065968e+06 +78 3.311982e+05 +79 3.325454e+05 +80 3.597435e+05 +81 3.727356e+05 +82 3.727356e+05 +83 1.065968e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,2.914463758468628,"72 278097.71875 +73 364177.15625 +74 275346.96875 +75 370349.65625 +76 302685.68750 +77 303037.68750 +78 303037.68750 +79 303762.96875 +80 305955.71875 +81 305944.00000 +82 306052.40625 +83 306052.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ISS,XGBoost,1.167069911956787,"72 148338.046875 +73 152240.125000 +74 152351.093750 +75 152240.125000 +76 151724.718750 +77 155450.078125 +78 155965.468750 +79 157671.765625 +80 152351.093750 +81 155450.078125 +82 155450.078125 +83 152351.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ITBI,SARIMAX,1.1802339553833008,"72 230925.484375 +73 231016.187500 +74 231016.187500 +75 230963.265625 +76 231143.546875 +77 230963.265625 +78 231122.265625 +79 231122.265625 +80 231122.265625 +81 231122.265625 +82 231175.187500 +83 231122.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,XGBoost,1.476280927658081,"72 709738.8125 +73 718862.2500 +74 726730.2500 +75 726371.1250 +76 697638.9375 +77 776612.2500 +78 726371.1250 +79 726289.1875 +80 725249.9375 +81 725249.9375 +82 708838.0625 +83 776971.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,XGBoost,2.0145511627197266,"65 165775.062500 +66 138542.078125 +67 134526.656250 +68 134526.656250 +69 134526.656250 +70 340722.875000 +71 209775.265625 +72 187424.859375 +73 197645.968750 +74 197645.968750 +75 197645.968750 +76 306164.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,IPTU,AR,1.237520694732666,"70 36278.296875 +71 33665.652344 +72 33086.242188 +73 35491.234375 +74 35491.234375 +75 35494.468750 +76 36712.070312 +77 41802.460938 +78 37550.523438 +79 37268.398438 +80 37268.398438 +81 39089.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ISS,SARIMAX,2.049999713897705,"72 62361.316406 +73 62361.316406 +74 62361.316406 +75 62361.316406 +76 62361.316406 +77 62361.316406 +78 62361.316406 +79 62361.316406 +80 62361.316406 +81 62361.316406 +82 62361.316406 +83 62361.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ITBI,XGBoost,2.1486594676971436,"66 27682.169922 +67 35190.902344 +68 17106.921875 +69 16071.160156 +70 10326.632812 +71 6154.581055 +72 12665.151367 +73 12781.397461 +74 16047.949219 +75 15827.584961 +76 18011.904297 +77 14212.495117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,XGBoost,2.200610876083374,"72 338641.18750 +73 338583.09375 +74 339557.53125 +75 340084.71875 +76 363894.65625 +77 348716.09375 +78 377574.12500 +79 377574.12500 +80 377574.12500 +81 338404.62500 +82 337723.53125 +83 337430.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,MLP,2.580815553665161,"69 -6022.555673 +70 13295.139601 +71 7429.877567 +72 5236.874109 +73 12556.700512 +74 40751.717663 +75 11872.826973 +76 21278.347554 +77 22137.206749 +78 23871.152463 +79 30479.351221 +80 16816.943528 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,AR,1.5485985279083252,"72 36756.714844 +73 59766.222656 +74 57104.109375 +75 89441.296875 +76 57690.742188 +77 58846.269531 +78 75368.304688 +79 62873.671875 +80 68425.335938 +81 88244.281250 +82 68425.335938 +83 53045.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ISS,XGBoost,0.9547910690307617,"72 212199.546875 +73 216411.734375 +74 268858.468750 +75 192004.890625 +76 232258.203125 +77 266251.750000 +78 215058.968750 +79 230143.671875 +80 266251.750000 +81 216787.937500 +82 230143.671875 +83 266248.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,SES,1.1738169193267822,"72 46739.968750 +73 31304.736328 +74 27092.224609 +75 25356.234375 +76 31669.898438 +77 25668.302734 +78 20599.824219 +79 31958.216797 +80 32088.970703 +81 27660.826172 +82 30198.906250 +83 29984.185547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,XGBoost,1.4039092063903809,"72 939560.5000 +73 953934.9375 +74 943143.7500 +75 997880.1250 +76 946553.3750 +77 997371.0000 +78 984740.6250 +79 993999.3750 +80 985299.8125 +81 994642.0000 +82 977231.1250 +83 997773.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,XGBoost,1.4697911739349365,"72 126785.109375 +73 83912.726562 +74 72063.593750 +75 76850.304688 +76 69647.070312 +77 369275.875000 +78 203265.937500 +79 132295.265625 +80 127178.234375 +81 127178.234375 +82 127178.234375 +83 355507.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,IPTU,MLP,1.7756483554840088,"68 26668.321696 +69 66553.688703 +70 19506.100439 +71 23656.721953 +72 22444.824866 +73 27070.549053 +74 35876.733038 +75 34939.443426 +76 29397.019647 +77 31387.600074 +78 33276.724545 +79 35397.503042 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ISS,XGBoost,4.13009238243103,"68 5318.187988 +69 5438.507812 +70 5845.945801 +71 7234.782715 +72 6666.816895 +73 15885.512695 +74 15264.033203 +75 6106.709473 +76 6300.458984 +77 6201.061035 +78 6201.061035 +79 6526.393555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ITBI,XGBoost,3.5633370876312256,"67 720.932556 +68 7563.566895 +69 5743.248535 +70 2044.779053 +71 4174.961914 +72 6590.612305 +73 -457.955444 +74 6738.180176 +75 851.050903 +76 3517.105957 +77 917.527832 +78 6102.644531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,XGBoost,1.2175488471984863,"68 434169.03125 +69 439948.21875 +70 426481.31250 +71 398516.18750 +72 398180.50000 +73 413848.09375 +74 413848.09375 +75 413376.03125 +76 442474.96875 +77 432557.31250 +78 406508.62500 +79 428760.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,MLP,1.649470567703247,"68 4234.505817 +69 29142.944577 +70 21945.834376 +71 10436.346245 +72 26696.104842 +73 94007.942610 +74 35294.880281 +75 51551.127447 +76 54498.790984 +77 54421.646327 +78 67187.661881 +79 55726.135904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,IPTU,HWES,1.07033109664917,"47 12388.372070 +48 12441.778320 +49 12433.101562 +50 12592.493164 +51 12430.292969 +52 11199.933594 +53 10991.421875 +54 10875.341797 +55 2609.303223 +56 1278.585815 +57 -221.459641 +58 1397.256714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ISS,XGBoost,0.9822208881378174,"52 87941.0 +53 87941.0 +54 87941.0 +55 87941.0 +56 87941.0 +57 87941.0 +58 87941.0 +59 87941.0 +60 87941.0 +61 87941.0 +62 87941.0 +63 87941.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ITBI,XGBoost,1.4464454650878906,"49 328654.53125 +50 328799.25000 +51 328907.28125 +52 328799.25000 +53 328799.25000 +54 328799.25000 +55 328799.25000 +56 328799.25000 +57 328799.25000 +58 328799.25000 +59 328799.25000 +60 328799.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,XGBoost,1.5109918117523193,"52 488993.09375 +53 467697.75000 +54 455296.37500 +55 462313.50000 +56 475701.15625 +57 515007.75000 +58 499419.25000 +59 498522.50000 +60 505533.84375 +61 505533.84375 +62 620054.75000 +63 610321.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,SARIMAX,1.9069147109985352,"52 30770.476562 +53 31972.718750 +54 31972.718750 +55 27549.878906 +56 27528.789062 +57 137805.500000 +58 34954.410156 +59 31798.253906 +60 31752.128906 +61 52820.000000 +62 53576.601562 +63 130925.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,IPTU,HWES,1.0071589946746826,"60 20400.359375 +61 21931.685547 +62 11414.451172 +63 10178.602539 +64 10941.632812 +65 10880.836914 +66 17744.093750 +67 17744.093750 +68 17778.425781 +69 14588.818359 +70 17778.425781 +71 17778.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ISS,XGBoost,1.5910758972167969,"60 21559.910156 +61 21671.671875 +62 24605.273438 +63 24602.068359 +64 19946.599609 +65 19734.728516 +66 19748.640625 +67 19762.710938 +68 19827.332031 +69 20151.171875 +70 21574.775391 +71 21480.480469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ITBI,XGBoost,1.1250543594360352,"60 43412.242188 +61 50218.906250 +62 48698.687500 +63 49098.484375 +64 27273.900391 +65 34531.113281 +66 46996.742188 +67 46996.742188 +68 27341.001953 +69 46996.742188 +70 46999.269531 +71 27341.001953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,SES,1.1526379585266113,"60 481649.31250 +61 477095.96875 +62 473004.37500 +63 447054.25000 +64 437215.12500 +65 453134.15625 +66 453134.15625 +67 459423.84375 +68 489875.62500 +69 446380.81250 +70 446815.78125 +71 446903.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,XGBoost,3.003690719604492,"60 39047.011719 +61 30288.820312 +62 28824.390625 +63 29172.679688 +64 28824.390625 +65 173725.906250 +66 57330.429688 +67 57765.238281 +68 55666.195312 +69 57765.238281 +70 55666.195312 +71 145960.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,IPTU,XGBoost,2.1961092948913574,"60 43570.808594 +61 60227.535156 +62 55922.343750 +63 55599.625000 +64 38742.660156 +65 14515.561523 +66 15950.269531 +67 54275.054688 +68 50034.734375 +69 35396.367188 +70 38322.660156 +71 38309.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ISS,XGBoost,1.4505605697631836,"60 11927.442383 +61 120985.304688 +62 22532.876953 +63 11200.666016 +64 8859.904297 +65 21975.363281 +66 118021.437500 +67 17874.169922 +68 9908.201172 +69 12051.166992 +70 21198.173828 +71 21618.714844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ITBI,XGBoost,1.432795524597168,"60 96690.203125 +61 82100.164062 +62 100829.250000 +63 92099.203125 +64 93809.429688 +65 97957.765625 +66 91461.375000 +67 90559.695312 +68 89425.085938 +69 89588.687500 +70 89588.687500 +71 86163.117188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,SES,1.1183137893676758,"60 1181683.125 +61 1437052.500 +62 1181085.875 +63 1181085.875 +64 1123629.125 +65 1472388.250 +66 1183884.750 +67 1493679.125 +68 1125940.375 +69 1125940.375 +70 1116629.125 +71 1464312.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,XGBoost,1.1310138702392578,"55 49000.792969 +56 48767.976562 +57 67049.820312 +58 55220.730469 +59 54889.519531 +60 58900.871094 +61 58900.871094 +62 59242.460938 +63 58900.871094 +64 59242.460938 +65 59283.144531 +66 58900.871094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,IPTU,SES,1.0425946712493896,"60 24416.222656 +61 14879.294922 +62 19207.011719 +63 20117.031250 +64 5648.369629 +65 3000.586670 +66 112482.992188 +67 36861.558594 +68 36861.558594 +69 37715.531250 +70 29889.494141 +71 33595.035156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ISS,XGBoost,1.1931626796722412,"60 46363.296875 +61 47554.250000 +62 47995.402344 +63 42666.097656 +64 41528.472656 +65 46363.542969 +66 46810.250000 +67 39560.183594 +68 41547.609375 +69 44694.039062 +70 44660.082031 +71 42275.664062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ITBI,XGBoost,1.4556400775909424,"60 4086.774658 +61 3693.072510 +62 3114.221680 +63 3964.163086 +64 5440.993652 +65 4817.206055 +66 4179.126953 +67 3151.341064 +68 3397.073486 +69 13087.950195 +70 3776.037842 +71 5961.873535 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,XGBoost,1.9478931427001953,"60 1.029140e+06 +61 1.024080e+06 +62 9.556219e+05 +63 1.004490e+06 +64 8.980502e+05 +65 1.005045e+06 +66 1.005045e+06 +67 1.005045e+06 +68 1.004310e+06 +69 1.004310e+06 +70 1.004310e+06 +71 1.006846e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,HWES,1.761810064315796,"60 30913.550781 +61 113322.718750 +62 113158.226562 +63 113175.390625 +64 114139.320312 +65 235310.812500 +66 38974.261719 +67 235310.812500 +68 235310.812500 +69 235310.812500 +70 235310.812500 +71 235310.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,IPTU,XGBoost,1.595301628112793,"48 740.844238 +49 1239.403442 +50 642.236877 +51 1397.668945 +52 925.952820 +53 857.222961 +54 582.053894 +55 525.643738 +56 582.053894 +57 649.997986 +58 1163.155273 +59 688.207886 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ISS,XGBoost,1.521263837814331,"60 9474.572266 +61 7510.312500 +62 10110.517578 +63 8756.409180 +64 8702.068359 +65 8805.489258 +66 11170.506836 +67 12593.489258 +68 7998.343262 +69 10542.462891 +70 10542.462891 +71 10676.598633 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ITBI,MLP,1.8134222030639648,"54 1049.321423 +55 2785.151473 +56 2867.864353 +57 3111.992805 +58 2544.189276 +59 2382.081289 +60 2310.176608 +61 3390.807281 +62 3484.850584 +63 3460.621251 +64 3749.078837 +65 4084.722228 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,SES,1.1008591651916504,"60 434557.90625 +61 439736.34375 +62 439736.34375 +63 437305.00000 +64 431622.43750 +65 434340.15625 +66 428341.96875 +67 433429.28125 +68 433429.28125 +69 433429.28125 +70 433429.28125 +71 433429.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,SES,1.2080419063568115,"57 105974.601562 +58 106054.562500 +59 106008.859375 +60 106054.562500 +61 106054.562500 +62 106008.859375 +63 106008.859375 +64 106008.859375 +65 106008.859375 +66 106008.859375 +67 106008.859375 +68 106054.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,IPTU,XGBoost,1.1351149082183838,"60 57409.886719 +61 58403.519531 +62 58171.632812 +63 58520.925781 +64 24057.025391 +65 23916.041016 +66 36004.667969 +67 37044.351562 +68 59713.808594 +69 59713.808594 +70 56908.859375 +71 21931.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ISS,MLP,1.30682373046875,"60 15452.181385 +61 13703.441040 +62 15427.815671 +63 14719.667229 +64 11729.093590 +65 12095.317832 +66 8932.152673 +67 6605.896088 +68 6926.740373 +69 4723.098873 +70 3132.532580 +71 186.928466 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ITBI,XGBoost,2.1720006465911865,"49 11037.282227 +50 9060.499023 +51 1405.344360 +52 5313.228516 +53 9861.245117 +54 31190.160156 +55 7427.892090 +56 7858.948730 +57 30928.679688 +58 3343.761475 +59 7442.379395 +60 11742.375977 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,HWES,1.6022629737854004,"60 650800.6875 +61 582807.3125 +62 635604.0625 +63 629357.2500 +64 579617.0000 +65 696371.5000 +66 598714.2500 +67 643753.8750 +68 625940.7500 +69 641483.3125 +70 686522.9375 +71 675793.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,XGBoost,2.1566216945648193,"60 34981.210938 +61 36912.199219 +62 35626.511719 +63 25584.291016 +64 22489.351562 +65 102836.281250 +66 41816.925781 +67 90681.632812 +68 41835.414062 +69 42000.808594 +70 41775.855469 +71 91937.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,IPTU,SARIMAX,1.0403523445129395,"55 40967.488281 +56 39315.226562 +57 37071.746094 +58 37072.121094 +59 37072.121094 +60 37071.746094 +61 40604.214844 +62 40604.214844 +63 37096.503906 +64 37096.503906 +65 37096.503906 +66 37083.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ISS,XGBoost,1.5023648738861084,"56 8204.224609 +57 10239.025391 +58 8687.574219 +59 9493.601562 +60 9377.993164 +61 9037.427734 +62 10303.985352 +63 8352.498047 +64 10021.581055 +65 8879.393555 +66 8519.724609 +67 8692.414062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ITBI,SARIMAX,1.5111496448516846,"56 13182.616211 +57 13197.203125 +58 14720.324219 +59 13208.989258 +60 35311.285156 +61 43103.816406 +62 25398.666016 +63 20814.830078 +64 20804.316406 +65 20804.316406 +66 43103.816406 +67 69965.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,SES,1.0275862216949463,"56 322590.90625 +57 322795.65625 +58 322009.25000 +59 303320.68750 +60 298783.12500 +61 303328.50000 +62 306113.31250 +63 307980.71875 +64 306113.31250 +65 303820.84375 +66 303023.03125 +67 305102.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,MLP,1.4126107692718506,"56 3843.263335 +57 15945.259975 +58 9613.708716 +59 7870.341540 +60 10357.682828 +61 36396.216796 +62 19759.040988 +63 26342.212775 +64 27596.129887 +65 29392.235931 +66 33309.321993 +67 23038.890778 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,IPTU,XGBoost,1.0984556674957275,"42 91335.710938 +43 36795.882812 +44 8279.588867 +45 7554.334473 +46 8279.588867 +47 5169.000000 +48 7242.808105 +49 7242.808105 +50 7242.808105 +51 8279.588867 +52 169738.968750 +53 170861.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ISS,MLP,0.9851057529449463,"42 87336.906156 +43 86457.184087 +44 93406.316784 +45 89570.751438 +46 90007.067668 +47 96006.844433 +48 98842.584846 +49 99120.558856 +50 92878.990653 +51 103626.444014 +52 108891.639196 +53 100502.933171 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ITBI,HWES,1.3711304664611816,"36 52324.769531 +37 51378.035156 +38 54290.566406 +39 56321.761719 +40 64638.593750 +41 56273.292969 +42 56273.292969 +43 56273.292969 +44 56335.546875 +45 54717.871094 +46 56335.546875 +47 54717.871094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ICMS,MLP,1.6151025295257568,"42 9.541713e+05 +43 9.188421e+05 +44 9.564716e+05 +45 9.945598e+05 +46 9.503218e+05 +47 1.006295e+06 +48 1.099223e+06 +49 1.119353e+06 +50 1.181339e+06 +51 1.241025e+06 +52 1.311001e+06 +53 1.360015e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do IPVA,Prophet,1.671614170074463,"42 170111.921875 +43 510655.000000 +44 510655.000000 +45 510655.000000 +46 510655.000000 +47 510655.000000 +48 510655.000000 +49 510655.000000 +50 510655.000000 +51 510655.000000 +52 510655.000000 +53 510655.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,IPTU,HWES,1.8870494365692139,"50 10909.319336 +51 8586.299805 +52 7102.691406 +53 2728.608154 +54 2882.542969 +55 3475.310059 +56 4833.854980 +57 4833.854980 +58 18950.828125 +59 18897.451172 +60 19815.771484 +61 18137.785156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ISS,SARIMAX,1.6565260887145996,"50 11091.809570 +51 10976.480469 +52 20223.896484 +53 10976.480469 +54 11161.907227 +55 20223.896484 +56 11585.165039 +57 11585.165039 +58 20223.896484 +59 11585.165039 +60 11585.165039 +61 20223.896484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ITBI,XGBoost,1.566591739654541,"50 9729.330078 +51 13881.686523 +52 9417.707031 +53 10162.453125 +54 19801.185547 +55 19677.972656 +56 16517.250000 +57 17119.363281 +58 16517.250000 +59 16517.250000 +60 20279.220703 +61 20561.998047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,XGBoost,2.061499834060669,"50 381352.562500 +51 381352.562500 +52 252762.593750 +53 278179.500000 +54 256723.562500 +55 293090.781250 +56 288720.187500 +57 287338.750000 +58 245818.781250 +59 246391.125000 +60 242451.140625 +61 243023.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - 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