Instituição,Conta,Modelo,Time (s),Forecasts Prefeitura Municipal de Santo Ângelo - RS,IPTU,SARIMAX,4.293603181838989,"108 651137.000 109 2373094.250 110 6662496.500 111 1316936.250 112 1327023.125 113 1316936.250 114 1316936.250 115 1316936.250 116 1302833.000 117 1316940.625 118 1308807.625 119 2285813.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,ISS,MLP,2.9425106048583984,"108 2.173746e+06 109 3.723187e+06 110 2.053375e+06 111 2.122099e+06 112 2.119907e+06 113 2.316347e+06 114 2.226328e+06 115 2.285664e+06 116 2.231666e+06 117 2.376465e+06 118 2.235617e+06 119 2.330615e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,ITBI,HWES,2.1734673976898193,"108 376378.62500 109 292091.18750 110 372626.75000 111 293061.62500 112 369108.96875 113 356672.56250 114 296370.03125 115 469761.65625 116 376378.62500 117 372626.75000 118 360297.34375 119 476989.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,IRRF,MLP,3.390197277069092,"108 1.521913e+06 109 1.273221e+06 110 1.286914e+06 111 1.307594e+06 112 1.325817e+06 113 1.295925e+06 114 1.381703e+06 115 1.425496e+06 116 1.459460e+06 117 1.454133e+06 118 1.455007e+06 119 2.753412e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do FPM,MLP,1.3728349208831787,"108 5.648112e+06 109 6.631493e+06 110 5.137836e+06 111 5.513647e+06 112 5.843864e+06 113 5.670212e+06 114 6.386973e+06 115 5.301164e+06 116 5.391691e+06 117 5.264234e+06 118 5.984610e+06 119 7.731979e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,HWES,0.7472021579742432,"108 6029315.0 109 5833251.0 110 5925405.5 111 6010974.5 112 5934317.5 113 6027207.5 114 6011048.0 115 6103684.0 116 6103684.0 117 5934946.5 118 6010326.5 119 5934946.5 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,AR,1.3732492923736572,"108 2.679824e+06 109 1.489801e+06 110 1.488241e+06 111 2.880034e+06 112 2.873520e+06 113 1.399017e+06 114 1.022684e+06 115 4.840632e+05 116 3.606713e+05 117 2.325254e+05 118 1.904571e+05 119 2.102365e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ITR,MLP,3.3065733909606934,"107 24900.724837 108 28814.557753 109 26307.399027 110 30512.191581 111 32107.326594 112 31459.348936 113 35045.388659 114 34013.948162 115 106169.203509 116 420748.143728 117 38924.537391 118 37818.249481 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,HWES,1.7827985286712646,"108 13689478.00 109 12769692.00 110 12987008.00 111 24381702.00 112 12640361.00 113 12640361.00 114 12640361.00 115 12640361.00 116 13055799.00 117 13210511.00 118 13210511.00 119 2140814.75 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,MLP,1.124790906906128,"108 6.905240e+06 109 5.796409e+06 110 6.050967e+06 111 6.611526e+06 112 6.633085e+06 113 7.170961e+06 114 8.861944e+06 115 6.582185e+06 116 6.552114e+06 117 7.088115e+06 118 6.646910e+06 119 6.834426e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,HWES,0.9549305438995361,"108 1760973.375 109 1997587.250 110 1988429.750 111 1997750.500 112 1962811.250 113 1701985.750 114 1702965.625 115 2064462.000 116 2171266.750 117 2048663.625 118 2077797.625 119 2081775.875 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,IRRF,SARIMAX,1.0532283782958984,"108 2045459.000 109 1508482.125 110 1902132.125 111 2046155.000 112 2037996.000 113 2037996.000 114 2046155.000 115 2037996.000 116 2037996.000 117 2037996.000 118 2037996.000 119 3774271.000 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do FPM,HWES,0.8821899890899658,"108 7566959.5 109 11362612.0 110 6231554.5 111 6755845.5 112 7567584.5 113 7620267.0 114 7567589.5 115 6231554.5 116 6231554.5 117 5909088.0 118 7567584.5 119 11362612.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,AR,0.6975371837615967,"108 13851618.0 109 10580559.0 110 11265435.0 111 11003091.0 112 10359431.0 113 11198757.0 114 11078958.0 115 11366867.0 116 11366867.0 117 10674495.0 118 10868478.0 119 13330383.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.7137906551361084,"108 8.081244e+06 109 2.136781e+06 110 2.135154e+06 111 5.957517e+06 112 5.151518e+06 113 1.700332e+06 114 1.605108e+06 115 8.027528e+05 116 5.370026e+05 117 5.652700e+05 118 4.083357e+05 119 8.081250e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Transferencias LC 61_1989,AR,0.6396069526672363,"60 121047.031250 61 111117.078125 62 129926.507812 63 129882.054688 64 129882.187500 65 129418.679688 66 129418.679688 67 129880.257812 68 129882.187500 69 73280.992188 70 129926.414062 71 134201.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,IPTU,XGBoost,1.491065502166748,"92 7314.227051 93 4050.475830 94 4384.559570 95 4613.739746 96 52127.984375 97 -108.040649 98 33223.835938 99 -108.040649 100 -16.264265 101 -16.264265 102 -775.486145 103 -16.264265 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,ISS,SARIMAX,0.8017995357513428,"92 38565.406250 93 38057.156250 94 36543.742188 95 35013.316406 96 38245.125000 97 33930.171875 98 34758.187500 99 37702.531250 100 35336.941406 101 35336.941406 102 35106.703125 103 33939.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,ITBI,AR,1.4054865837097168,"92 34561.300781 93 98520.984375 94 34496.238281 95 38449.761719 96 50387.722656 97 18294.308594 98 18336.814453 99 18228.291016 100 18395.892578 101 34984.816406 102 34552.410156 103 34496.238281 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,IRRF,Prophet,0.8194458484649658,"92 159265.750000 93 159265.750000 94 159265.750000 95 159265.750000 96 159265.750000 97 159265.750000 98 159265.750000 99 112238.789062 100 112561.820312 101 159265.750000 102 159265.750000 103 159265.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do FPM,SARIMAX,1.0460777282714844,"92 1217542.375 93 1893768.625 94 1084543.250 95 1217284.000 96 1217539.500 97 1218487.250 98 1635129.875 99 1084543.250 100 1104790.875 101 1079406.250 102 1217539.500 103 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,SES,0.6925745010375977,"92 1.016896e+06 93 9.929168e+05 94 9.998118e+05 95 1.014228e+06 96 1.025332e+06 97 1.006162e+06 98 1.014228e+06 99 1.015050e+06 100 1.015050e+06 101 1.025332e+06 102 1.015501e+06 103 1.020450e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,AR,1.5010790824890137,"92 215048.593750 93 64268.671875 94 64313.429688 95 82143.578125 96 170206.390625 97 64268.671875 98 69491.289062 99 70262.312500 100 69069.671875 101 33946.863281 102 31305.552734 103 214964.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do ITR,MLP,1.7529511451721191,"67 51827.427775 68 65904.779530 69 83781.281654 70 106619.394198 71 135797.177950 72 171213.860844 73 218995.147619 74 278673.042248 75 321212.686209 76 410236.074056 77 519379.635542 78 627696.293121 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Transferencias LC 61_1989,SES,1.4341650009155273,"56 6136.999512 57 8104.389648 58 8182.367188 59 8826.953125 60 8245.868164 61 8911.019531 62 5839.121094 63 7849.935059 64 8153.360840 65 5378.446289 66 8155.438965 67 7024.249023 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,AR,2.290189504623413,"96 5972.883301 97 7675.405273 98 4054.643799 99 9731.357422 100 88257.117188 101 82831.812500 102 82808.976562 103 82838.703125 104 90127.117188 105 87912.242188 106 88610.507812 107 88232.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,ISS,SES,1.663470983505249,"108 11282.429688 109 27151.845703 110 23133.646484 111 42205.125000 112 45028.292969 113 42443.394531 114 31979.029297 115 38586.664062 116 35549.785156 117 27438.970703 118 26473.324219 119 26988.021484 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,XGBoost,1.1859562397003174,"102 20940.347656 103 11075.336914 104 15425.607422 105 12391.043945 106 9576.764648 107 44346.210938 108 44022.488281 109 44022.488281 110 43374.867188 111 44575.421875 112 44371.972656 113 43164.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,IRRF,HWES,1.8126780986785889,"108 68947.195312 109 69807.710938 110 78168.937500 111 76135.109375 112 66369.765625 113 76135.109375 114 76135.109375 115 69807.710938 116 69807.710938 117 66369.765625 118 65014.773438 119 78168.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do FPM,HWES,0.7589683532714844,"108 1303285.000 109 1893768.625 110 1025126.125 111 1130996.375 112 1303285.000 113 1324007.750 114 1303285.000 115 1025126.125 116 1025126.125 117 951539.875 118 1303285.000 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,AR,0.7840292453765869,"108 880203.3750 109 708288.7500 110 740698.0625 111 816557.5625 112 803705.8125 113 804842.5625 114 778732.5625 115 859782.3125 116 901987.1250 117 862537.8750 118 914441.4375 119 862537.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,AR,2.4879581928253174,"108 64833.035156 109 28862.531250 110 33299.390625 111 49209.820312 112 42061.140625 113 24401.605469 114 10155.553711 115 2718.280762 116 2712.937012 117 5409.775391 118 1532.398682 119 42111.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ITR,XGBoost,1.3617119789123535,"91 269.133789 92 269.290527 93 2848.869141 94 4332.275879 95 2254.810303 96 16.365431 97 16.365431 98 -5.398575 99 3114.915039 100 3103.511719 101 59.788437 102 160.592087 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Transferencias LC 61_1989,MLP,1.5833840370178223,"60 10994.931138 61 11277.043742 62 11160.003165 63 11066.910007 64 10827.543919 65 10799.030039 66 11006.245957 67 10742.314221 68 11129.113901 69 11231.438860 70 10923.043361 71 11183.398785 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.9445688724517822,"101 966.692139 102 410.420227 103 12178.281250 104 106526.640625 105 831.834961 106 1564.849976 107 88.551636 108 2957.353027 109 88.551636 110 94.830772 111 94.830772 112 391.041351 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,ISS,MLP,1.3127756118774414,"108 10022.427406 109 10358.562796 110 10436.826379 111 10095.810750 112 9205.680870 113 10665.174370 114 9688.853064 115 10032.883532 116 10594.638373 117 14070.907196 118 11395.851268 119 12629.819789 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,MLP,0.998333215713501,"101 11606.771910 102 6865.429342 103 8000.015019 104 8825.805538 105 6842.936194 106 8856.707936 107 8237.904527 108 6604.912959 109 7551.605239 110 6959.366491 111 8119.357609 112 7232.274677 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,IRRF,SARIMAX,1.01466703414917,"108 81779.421875 109 85374.015625 110 86150.343750 111 85361.562500 112 117115.851562 113 117115.851562 114 86150.343750 115 85374.015625 116 85374.015625 117 117115.851562 118 86150.343750 119 117115.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do FPM,HWES,1.452866554260254,"108 1331814.125 109 1893768.625 110 1058013.125 111 1168389.625 112 1331889.500 113 1353702.250 114 1331889.500 115 1058013.125 116 1058013.125 117 951045.000 118 1331889.500 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,MLP,0.9018194675445557,"108 324919.215132 109 246312.279455 110 317352.735019 111 338467.835049 112 353962.827258 113 329442.856829 114 337044.356943 115 406400.997632 116 340694.340391 117 360597.809661 118 329463.278154 119 364230.224087 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,AR,1.4605202674865723,"107 78885.000000 108 35442.273438 109 93134.703125 110 74542.804688 111 93134.703125 112 37672.207031 113 12601.605469 114 6772.529785 115 6772.529785 116 6699.614258 117 6772.529785 118 57307.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ITR,SARIMAX,1.3101627826690674,"88 1047.467041 89 1063.099609 90 988.217102 91 986.531067 92 1027.019897 93 1114.991089 94 756.451965 95 1118.474609 96 2392.375000 97 2392.375000 98 1031.793701 99 1875.849854 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Transferencias LC 61_1989,XGBoost,1.4156157970428467,"96 3452.697266 97 3426.279541 98 3434.657959 99 3700.562256 100 3446.989746 101 3574.504150 102 3574.441895 103 3330.428955 104 3401.494141 105 3408.936279 106 3413.134521 107 3447.383789 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,IPTU,AR,1.7287304401397705,"108 3.287813e+05 109 7.175845e+05 110 4.359814e+06 111 2.912645e+05 112 7.605121e+05 113 3.155852e+05 114 7.386806e+05 115 3.210485e+05 116 7.386799e+05 117 3.236938e+05 118 5.446915e+05 119 3.236938e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,ISS,Prophet,0.9416999816894531,"108 641375.5000 109 641375.5000 110 667119.8125 111 667119.8125 112 664990.6250 113 641656.2500 114 664990.6250 115 641656.2500 116 641375.5000 117 697113.1875 118 694965.1250 119 641656.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,ITBI,XGBoost,0.8431656360626221,"108 140720.625000 109 155007.312500 110 134606.125000 111 158942.843750 112 134960.265625 113 179538.781250 114 160098.671875 115 165407.234375 116 165666.968750 117 177913.437500 118 158363.062500 119 164248.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,IRRF,SARIMAX,0.8802273273468018,"108 951169.2500 109 545655.6250 110 546402.5625 111 546402.5625 112 545494.9375 113 545494.9375 114 545494.9375 115 545494.9375 116 546402.5625 117 545494.9375 118 546402.5625 119 951169.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do FPM,AR,1.310168743133545,"108 3279051.25 109 5050049.50 110 2874284.00 111 3077763.00 112 3279883.75 113 3326140.00 114 3279913.00 115 2874284.00 116 2874285.00 117 2660249.00 118 3279883.75 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,HWES,0.6200330257415771,"108 3997750.50 109 3903981.50 110 3864921.25 111 4343963.00 112 4402240.50 113 4158327.00 114 4386139.00 115 4397878.50 116 4397878.50 117 4343963.00 118 4402240.50 119 4405883.00 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,SARIMAX,1.558415174484253,"108 1.731799e+06 109 5.366663e+05 110 5.385581e+05 111 1.408113e+06 112 5.735788e+05 113 2.893409e+05 114 2.893409e+05 115 2.060252e+05 116 9.724676e+04 117 5.150366e+04 118 5.626341e+04 119 1.731816e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do ITR,SARIMAX,1.889878511428833,"107 269.421204 108 232.300095 109 325.618256 110 188.534698 111 259.904846 112 148.865295 113 188.405823 114 312.552948 115 7997.301270 116 7998.747070 117 190.077423 118 190.070236 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Transferencias LC 61_1989,HWES,1.3815526962280273,"108 34894.921875 109 36001.062500 110 34594.710938 111 26482.359375 112 34433.984375 113 35397.832031 114 26754.152344 115 35800.699219 116 34778.671875 117 32879.976562 118 36766.339844 119 35263.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,IPTU,SARIMAX,1.5188868045806885,"104 7645.758301 105 17952.023438 106 50593.742188 107 17952.023438 108 8950.724609 109 8995.465820 110 5078.346680 111 8950.135742 112 7374.455566 113 7597.604980 114 9038.501953 115 8949.878906 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,ISS,XGBoost,1.6903307437896729,"108 94053.765625 109 97272.992188 110 95677.523438 111 94096.796875 112 93367.453125 113 94096.796875 114 93367.453125 115 88186.367188 116 87944.851562 117 93960.023438 118 88186.367188 119 88186.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,ITBI,XGBoost,1.2510581016540527,"88 11007.722656 89 4775.195312 90 1777.439697 91 2470.135742 92 14724.390625 93 4775.195312 94 5201.294922 95 14796.182617 96 4952.837402 97 14797.854492 98 1770.062988 99 1998.374878 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,IRRF,SARIMAX,1.2375147342681885,"108 47590.183594 109 47590.183594 110 47590.183594 111 47590.183594 112 47590.183594 113 47590.183594 114 47590.183594 115 47590.183594 116 47590.183594 117 47590.183594 118 47590.183594 119 47590.183594 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do FPM,HWES,1.5184342861175537,"108 1.224675e+06 109 1.893769e+06 110 1.013030e+06 111 1.142821e+06 112 1.224675e+06 113 1.261176e+06 114 1.224675e+06 115 1.013030e+06 116 1.013030e+06 117 9.456150e+05 118 1.224675e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,HWES,0.7699587345123291,"108 487682.15625 109 492873.81250 110 493473.93750 111 511768.00000 112 511880.81250 113 496645.12500 114 511766.28125 115 511766.28125 116 511766.28125 117 511766.28125 118 489534.25000 119 501170.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,XGBoost,1.4837548732757568,"103 73452.773438 104 39062.855469 105 24925.632812 106 40138.617188 107 40138.617188 108 18776.359375 109 20420.658203 110 23972.447266 111 24123.378906 112 72306.968750 113 23969.187500 114 72306.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ITR,XGBoost,1.36085844039917,"74 41.005619 75 179.446457 76 634.915405 77 38.489048 78 43.346016 79 179.938202 80 1448.990601 81 3063.837646 82 4288.884277 83 4300.066895 84 4289.112793 85 4288.731934 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Transferencias LC 61_1989,SES,1.3467864990234375,"108 3395.714111 109 2965.500977 110 3644.230957 111 3178.670654 112 3090.817627 113 3092.566406 114 3075.031250 115 2903.221436 116 2903.200195 117 2686.396729 118 3644.230957 119 3100.501465 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,IPTU,AR,1.4868977069854736,"106 27010.568359 107 31601.003906 108 43661.296875 109 108296.585938 110 23614.466797 111 27504.757812 112 26244.285156 113 37916.656250 114 27504.757812 115 35134.000000 116 31827.453125 117 48290.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,ISS,HWES,2.113389730453491,"108 22561.126953 109 33626.093750 110 36752.996094 111 36612.242188 112 36724.460938 113 34660.679688 114 33063.976562 115 32896.335938 116 36317.109375 117 28399.882812 118 33063.976562 119 31084.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,1.6202561855316162,"107 16414.910156 108 9734.774414 109 3958.105957 110 4702.628906 111 9497.372070 112 7255.827637 113 5102.416992 114 9994.993164 115 19872.007812 116 14537.854492 117 4144.288086 118 10485.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,IRRF,HWES,1.9860727787017822,"108 98082.953125 109 96958.328125 110 98490.789062 111 98490.789062 112 98490.789062 113 98490.789062 114 98082.781250 115 97940.554688 116 97940.554688 117 98082.781250 118 98082.781250 119 97120.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do FPM,HWES,0.9590225219726562,"108 1.195852e+06 109 1.893768e+06 110 1.052347e+06 111 1.147554e+06 112 1.195853e+06 113 1.227780e+06 114 1.195853e+06 115 1.052347e+06 116 1.052348e+06 117 9.222302e+05 118 1.195853e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,HWES,0.7634377479553223,"108 383129.15625 109 378964.37500 110 384328.03125 111 395752.87500 112 396519.15625 113 384810.96875 114 393216.12500 115 395752.87500 116 395752.87500 117 345308.81250 118 393216.12500 119 345308.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,XGBoost,1.9898602962493896,"105 96927.796875 106 11307.549805 107 20449.361328 108 94658.664062 109 22308.361328 110 5905.876465 111 4524.318848 112 4524.318848 113 2685.517822 114 4401.103027 115 16184.860352 116 94657.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ITR,AR,2.259875535964966,"72 515.783203 73 384.379730 74 384.379730 75 390.246307 76 533.262695 77 341.548248 78 342.690918 79 295.981110 80 1554.215820 81 3636.403320 82 294.521454 83 295.003357 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Transferencias LC 61_1989,SES,2.297875165939331,"83 3371.919434 84 2901.486816 85 2961.747803 86 3682.198486 87 3440.116455 88 3626.896729 89 3360.252441 90 3454.826172 91 3414.328369 92 3276.489746 93 2963.950684 94 3297.903809 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,IPTU,SARIMAX,0.8818221092224121,"98 29484.845703 99 81211.320312 100 491220.968750 101 179016.765625 102 181374.843750 103 592302.312500 104 181083.015625 105 181165.843750 106 180817.500000 107 182081.281250 108 491352.375000 109 180817.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,ISS,MLP,1.2488703727722168,"104 85012.670668 105 84874.116382 106 88952.929192 107 95902.103703 108 94740.176369 109 99432.774753 110 89517.840704 111 98194.003116 112 98299.235298 113 102628.348120 114 102830.819103 115 104000.815861 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,ITBI,Prophet,2.320291757583618,"104 49190.902344 105 40179.132812 106 52153.691406 107 52098.960938 108 26655.257812 109 47693.539062 110 26658.189453 111 50649.156250 112 37127.808594 113 39145.082031 114 36097.167969 115 53784.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,IRRF,Prophet,0.7990744113922119,"104 52857.410156 105 76693.062500 106 76693.062500 107 76693.062500 108 51614.968750 109 75979.234375 110 50517.398438 111 76804.203125 112 51726.453125 113 51864.117188 114 51864.117188 115 157555.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do FPM,HWES,1.1756138801574707,"104 1342530.875 105 1512290.125 106 1104773.625 107 1106876.750 108 1434854.625 109 1349161.375 110 1438338.750 111 1104773.625 112 1104773.625 113 1000592.875 114 1434854.625 115 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,SARIMAX,0.7442615032196045,"104 1460402.375 105 1445759.375 106 1444600.625 107 1476163.125 108 1487166.375 109 1460312.625 110 1476221.000 111 1476221.000 112 1476221.000 113 1471301.125 114 1483491.875 115 1471301.125 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,SARIMAX,1.5392358303070068,"104 287488.187500 105 69780.976562 106 114430.476562 107 273925.031250 108 114572.554688 109 63671.535156 110 20654.835938 111 20449.226562 112 21056.933594 113 21238.837891 114 14691.622070 115 255111.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do ITR,HWES,2.034456253051758,"100 -177.078766 101 -583.087952 102 -567.932495 103 -584.773926 104 -583.112183 105 -537.823730 106 39638.253906 107 -174.775040 108 25375.591797 109 132162.781250 110 3513.958496 111 263.378937 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Transferencias LC 61_1989,AR,1.1577093601226807,"104 9532.182617 105 9252.452148 106 9706.089844 107 9914.422852 108 9795.102539 109 9843.534180 110 9747.337891 111 9811.870117 112 9521.621094 113 9529.609375 114 9819.937500 115 9518.698242 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,IPTU,MLP,1.68717622756958,"108 73719.832068 109 199570.869420 110 66684.204012 111 33280.373079 112 41590.959291 113 38375.829383 114 33783.329470 115 34051.713708 116 32384.775310 117 25095.749971 118 26843.431194 119 48671.736157 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,ISS,XGBoost,1.023871898651123,"108 22358.527344 109 59219.023438 110 59200.972656 111 59271.132812 112 22422.386719 113 59342.027344 114 22422.386719 115 22422.386719 116 22422.386719 117 22422.386719 118 56832.054688 119 59187.042969 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,ITBI,MLP,1.9916939735412598,"107 42005.981444 108 46573.902734 109 51485.722280 110 54558.942365 111 51570.525783 112 50608.108256 113 55498.857996 114 60784.969717 115 64807.252056 116 69864.391839 117 76408.346344 118 77711.605503 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,IRRF,XGBoost,1.2555806636810303,"108 102080.109375 109 128004.695312 110 128023.242188 111 128023.242188 112 125358.734375 113 125404.195312 114 125358.734375 115 125358.734375 116 128023.242188 117 125358.734375 118 125404.195312 119 128004.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do FPM,MLP,1.7501909732818604,"108 1.251562e+06 109 1.440270e+06 110 1.147882e+06 111 1.219690e+06 112 1.282042e+06 113 1.246289e+06 114 1.384054e+06 115 1.169754e+06 116 1.185827e+06 117 1.159541e+06 118 1.297535e+06 119 1.633080e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,HWES,0.7244813442230225,"108 794004.1250 109 768746.8125 110 768670.6250 111 793561.3125 112 794152.2500 113 788968.3125 114 793561.3125 115 795399.1250 116 795399.1250 117 794155.8125 118 793533.8750 119 794155.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,HWES,1.4026660919189453,"108 90947.562500 109 67643.164062 110 154701.421875 111 115644.976562 112 56031.230469 113 19672.914062 114 18276.373047 115 3788.530029 116 18312.646484 117 4991.318359 118 7849.910645 119 94026.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do ITR,MLP,2.068018674850464,"99 3208.441963 100 3582.484068 101 4234.587310 102 4731.298857 103 5531.244754 104 6446.137785 105 7339.321457 106 8537.531091 107 13070.787231 108 21946.630503 109 10061.020788 110 11530.911477 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,IPTU,Prophet,1.6456103324890137,"108 15204028.0 109 14611604.0 110 15204131.0 111 15118146.0 112 15204131.0 113 14611604.0 114 14669054.0 115 14669078.0 116 14611604.0 117 14405600.0 118 15204131.0 119 53541184.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,ISS,SARIMAX,0.7194075584411621,"108 10487568.0 109 10174861.0 110 10169984.0 111 10486531.0 112 10486531.0 113 10484091.0 114 10486531.0 115 10486531.0 116 10484091.0 117 10484091.0 118 10487568.0 119 10487568.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,ITBI,SARIMAX,1.5466639995574951,"108 1984589.375 109 1952932.875 110 2639759.500 111 1977045.250 112 2565284.750 113 2639759.500 114 2639759.500 115 2639759.500 116 2639759.500 117 2639759.500 118 2620014.000 119 2639759.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,IRRF,MLP,1.489668607711792,"108 5.084342e+06 109 4.931122e+06 110 5.160447e+06 111 5.197451e+06 112 5.265381e+06 113 5.365622e+06 114 5.721199e+06 115 5.612964e+06 116 5.870856e+06 117 6.100769e+06 118 6.221077e+06 119 9.530827e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do FPM,HWES,0.9683732986450195,"108 12862780.0 109 16457504.0 110 9383702.0 111 9835854.0 112 12862780.0 113 10879104.0 114 12862780.0 115 9723588.0 116 9729999.0 117 9383702.0 118 12862780.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,AR,0.9685099124908447,"108 10386466.0 109 10159272.0 110 10185738.0 111 9820737.0 112 12358212.0 113 10120361.0 114 9802127.0 115 10558987.0 116 10462703.0 117 9663448.0 118 10830354.0 119 9663499.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,AR,1.271355390548706,"108 1.171532e+07 109 5.490736e+06 110 5.942570e+06 111 9.838804e+06 112 9.401234e+06 113 4.666374e+06 114 4.082830e+06 115 2.309614e+06 116 1.711905e+06 117 1.590286e+06 118 1.040188e+06 119 1.171323e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do ITR,AR,1.4505360126495361,"84 46540.605469 85 42237.449219 86 52009.023438 87 45246.792969 88 96342.875000 89 80922.031250 90 96342.875000 91 86195.710938 92 85723.320312 93 836609.875000 94 61041.300781 95 76119.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,IPTU,AR,1.6950018405914307,"100 18703.128906 101 5915.791016 102 62250.570312 103 947425.687500 104 55454.671875 105 40876.140625 106 85465.328125 107 94973.890625 108 279516.187500 109 55019.265625 110 25002.466797 111 25002.466797 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,1.4056293964385986,"104 285693.674013 105 265717.271468 106 304732.165068 107 280424.700097 108 331387.372241 109 275680.734759 110 295239.525445 111 319259.151214 112 273485.866367 113 352169.389357 114 281350.484680 115 309538.433151 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,ITBI,MLP,1.5309903621673584,"104 123024.188474 105 115284.335232 106 140464.966693 107 116656.211412 108 111845.883285 109 111865.148396 110 130273.201192 111 113042.372383 112 127705.240897 113 253671.047903 114 112085.253968 115 104156.757407 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,IRRF,Prophet,1.0107460021972656,"104 177467.062500 105 328266.093750 106 328266.093750 107 328266.093750 108 177654.796875 109 328266.093750 110 177654.984375 111 177467.062500 112 177654.984375 113 328266.093750 114 328266.093750 115 328266.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do FPM,AR,1.0322494506835938,"104 2166458.000 105 2525133.750 106 1601352.500 107 1792788.625 108 2167168.750 109 1817926.750 110 2167168.750 111 1601352.500 112 1606069.375 113 1562234.875 114 2167168.750 115 2525133.750 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,SES,0.9108777046203613,"104 2040546.500 105 2002363.250 106 1997807.500 107 1984024.375 108 1984630.625 109 1977651.625 110 1984827.750 111 1984024.375 112 1984024.375 113 1987551.625 114 1991854.125 115 1987544.375 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,AR,1.4835853576660156,"104 1.066842e+06 105 2.155842e+05 106 2.391000e+05 107 4.681023e+05 108 2.391000e+05 109 2.139535e+05 110 2.139649e+05 111 2.116344e+05 112 2.084230e+05 113 2.064236e+05 114 2.127187e+05 115 1.056760e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ITR,XGBoost,2.1614532470703125,"103 555.896912 104 252.835953 105 551.210571 106 555.896912 107 555.896912 108 259.141296 109 555.896912 110 551.211365 111 553.239075 112 756.632507 113 129.031570 114 127.204712 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Transferencias LC 61_1989,AR,0.9794037342071533,"104 15372.639648 105 14252.968750 106 17028.263672 107 17592.869141 108 16971.705078 109 16711.644531 110 17375.976562 111 17029.664062 112 17051.443359 113 19457.326172 114 16842.328125 115 17324.154297 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,IPTU,SES,1.664510726928711,"96 10669.968750 97 141149.015625 98 69124.335938 99 63142.144531 100 45891.117188 101 8125.504883 102 16027.790039 103 14500.293945 104 -334.755768 105 -3486.534180 106 -3715.689453 107 -2628.417480 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,ISS,SARIMAX,0.9022691249847412,"108 148106.421875 109 155535.234375 110 155568.468750 111 155568.468750 112 155568.468750 113 155568.468750 114 155271.078125 115 155535.234375 116 155568.468750 117 155568.468750 118 155271.078125 119 155568.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,ITBI,HWES,1.0032682418823242,"108 16190.755859 109 21250.625000 110 13925.195312 111 10169.885742 112 9987.506836 113 3361.634277 114 34545.171875 115 20712.458984 116 27581.302734 117 20973.949219 118 14521.338867 119 18355.255859 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,IRRF,SARIMAX,0.6902210712432861,"108 97078.937500 109 97081.375000 110 96553.976562 111 95718.546875 112 95719.218750 113 95701.898438 114 95701.898438 115 95701.898438 116 95705.468750 117 95705.468750 118 95735.140625 119 190575.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do FPM,HWES,1.0538053512573242,"108 1204577.375 109 1893764.625 110 1051705.250 111 1142308.000 112 1204582.500 113 1236980.375 114 1204582.500 115 1051705.250 116 1051536.125 117 929147.750 118 1204582.500 119 1893764.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,HWES,0.9185590744018555,"108 9.851696e+05 109 1.027583e+06 110 9.884188e+05 111 1.126307e+06 112 1.077184e+06 113 9.937219e+05 114 1.128461e+06 115 1.128461e+06 116 1.128461e+06 117 1.077178e+06 118 1.071876e+06 119 1.057885e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,AR,1.3181138038635254,"108 360972.750000 109 388832.687500 110 274542.218750 111 274723.750000 112 388756.562500 113 162675.281250 114 133726.875000 115 67372.851562 116 53339.511719 117 45697.230469 118 16417.478516 119 274861.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ITR,HWES,1.7318239212036133,"104 6746.988281 105 7004.865234 106 7497.998047 107 6628.611816 108 7497.998047 109 6991.856934 110 7011.799805 111 6693.788574 112 80425.828125 113 93426.164062 114 6760.504883 115 6760.504883 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Transferencias LC 61_1989,HWES,1.661038875579834,"108 9125.725586 109 11065.821289 110 10898.718750 111 9011.402344 112 9126.348633 113 9030.144531 114 8998.179688 115 9126.355469 116 9126.961914 117 9536.958984 118 8926.101562 119 8752.029297 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,AR,2.5478222370147705,"107 42137.292969 108 41823.296875 109 146391.062500 110 6882.350098 111 57881.621094 112 4757.820312 113 59579.183594 114 1208.496948 115 1112.008423 116 9892.399414 117 9892.405273 118 59578.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,MLP,2.1350488662719727,"108 31510.451900 109 34128.543345 110 37764.426605 111 35733.340682 112 37759.110282 113 42506.918081 114 34687.801966 115 39895.068553 116 42451.455046 117 41991.597084 118 40967.002953 119 42408.287802 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,XGBoost,1.0971834659576416,"106 2566.621582 107 7783.600586 108 3221.334229 109 2591.408936 110 3781.508301 111 9048.726562 112 3286.752197 113 3173.296631 114 6272.478516 115 4017.356201 116 6504.165527 117 4138.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,IRRF,XGBoost,1.1572661399841309,"108 80552.093750 109 72895.976562 110 73317.187500 111 73317.187500 112 72878.648438 113 80552.093750 114 73317.187500 115 72914.851562 116 80552.093750 117 72922.304688 118 80552.093750 119 80552.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do FPM,AR,1.5771658420562744,"108 1.778048e+06 109 1.893426e+06 110 9.945153e+05 111 1.777620e+06 112 1.777706e+06 113 1.777706e+06 114 1.777706e+06 115 9.945153e+05 116 9.945153e+05 117 9.676225e+05 118 1.777706e+06 119 1.893426e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,HWES,1.121765375137329,"108 901938.500 109 816521.375 110 859519.000 111 900667.500 112 904272.625 113 901938.500 114 900667.500 115 900667.500 116 900667.500 117 904272.625 118 901938.500 119 904272.625 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,AR,2.2787203788757324,"108 144726.765625 109 34627.796875 110 155415.390625 111 155520.218750 112 83518.703125 113 30095.822266 114 30095.822266 115 57617.449219 116 9739.841797 117 7550.175293 118 7550.175293 119 144999.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ITR,AR,1.1434264183044434,"58 70.197693 59 2347.322510 60 2040.924683 61 70.269531 62 59.600861 63 80.237015 64 52.700401 65 59.600861 66 2040.924683 67 2347.322510 68 81.545258 69 81.545258 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Transferencias LC 61_1989,SARIMAX,0.8809831142425537,"54 10868.567383 55 6923.303223 56 7703.185547 57 10868.638672 58 7643.432617 59 10868.638672 60 10868.638672 61 7643.432617 62 10868.638672 63 10868.567383 64 7703.185547 65 10868.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,IPTU,XGBoost,2.1848881244659424,"101 4460.521484 102 13262.949219 103 4863.846680 104 4660.314453 105 5558.105469 106 5817.572754 107 64390.640625 108 65339.054688 109 63666.417969 110 64436.664062 111 -1898.929199 112 19977.900391 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,ISS,XGBoost,1.0270025730133057,"108 26612.150391 109 27345.029297 110 29699.187500 111 29699.187500 112 26223.486328 113 27365.164062 114 29699.187500 115 28093.593750 116 29699.187500 117 27365.246094 118 27098.576172 119 29699.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,ITBI,SARIMAX,1.4831392765045166,"108 29986.667969 109 29988.781250 110 29830.572266 111 29997.626953 112 29995.257812 113 30087.380859 114 30393.433594 115 30301.884766 116 29986.667969 117 29995.257812 118 30301.884766 119 29572.660156 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,IRRF,SARIMAX,2.034956216812134,"108 79384.554688 109 79384.554688 110 78280.382812 111 181424.609375 112 78280.382812 113 79384.554688 114 78280.382812 115 79384.554688 116 78280.382812 117 78280.382812 118 79384.554688 119 181533.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do FPM,HWES,1.685112714767456,"108 1.831149e+06 109 1.893752e+06 110 1.010461e+06 111 1.831133e+06 112 1.831133e+06 113 1.831133e+06 114 1.831133e+06 115 1.010461e+06 116 1.011127e+06 117 9.716091e+05 118 1.831133e+06 119 1.893752e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,HWES,1.4323456287384033,"108 1176952.875 109 1109080.000 110 1116079.250 111 1175837.750 112 1201624.125 113 1174596.750 114 1175837.750 115 1185711.750 116 1185711.750 117 1175837.750 118 1201624.125 119 1171508.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,AR,2.081338405609131,"108 163134.125000 109 35769.386719 110 31804.765625 111 121692.507812 112 29885.087891 113 29446.703125 114 17943.355469 115 33996.070312 116 6159.761230 117 8779.344727 118 6159.764160 119 163134.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ITR,XGBoost,1.3200781345367432,"104 95.317749 105 95.278702 106 133.276459 107 95.278702 108 133.489746 109 136.490891 110 95.278702 111 374.906525 112 83.067680 113 82.671318 114 139.236069 115 31.458693 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,IPTU,SARIMAX,1.4912590980529785,"101 5363.219727 102 5155.895508 103 13522.939453 104 2659.725586 105 2512.016357 106 2819.074219 107 2454.792969 108 2824.878174 109 3001.846680 110 3939.774902 111 4824.587891 112 2491.066650 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,ISS,XGBoost,2.2304303646087646,"108 17956.607422 109 17775.248047 110 18293.328125 111 17565.609375 112 17697.929688 113 17586.091797 114 17754.308594 115 17697.929688 116 17697.929688 117 17697.929688 118 17591.796875 119 17754.308594 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,ITBI,XGBoost,1.4428870677947998,"89 9997.400391 90 3169.122070 91 3420.161377 92 3425.843506 93 5752.704102 94 15803.896484 95 15754.217773 96 15675.073242 97 15657.709961 98 15734.184570 99 15375.982422 100 15423.422852 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,IRRF,XGBoost,0.9879734516143799,"107 65746.804688 108 66640.445312 109 66640.445312 110 65746.804688 111 65782.343750 112 66640.445312 113 65782.343750 114 65746.804688 115 65746.804688 116 65746.804688 117 65746.804688 118 66640.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do FPM,HWES,1.0185537338256836,"108 1.192726e+06 109 1.780284e+06 110 9.155057e+05 111 1.143110e+06 112 9.994025e+05 113 1.191212e+06 114 9.898404e+05 115 1.021496e+06 116 9.713215e+05 117 9.739065e+05 118 1.011164e+06 119 1.774430e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,SES,0.6809675693511963,"108 531868.56250 109 501258.03125 110 496405.03125 111 548166.25000 112 542213.62500 113 519640.90625 114 545823.06250 115 542213.62500 116 542213.62500 117 542213.62500 118 547159.62500 119 547159.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,MLP,1.4067089557647705,"101 49729.459791 102 39518.383341 103 15270.386715 104 15591.181369 105 21515.762302 106 15962.316399 107 16632.717434 108 12339.450699 109 11805.040386 110 15126.026706 111 15243.127928 112 15932.929151 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ITR,XGBoost,0.8455843925476074,"67 6.969813 68 235.692703 69 98.176537 70 -44.213459 71 8.775956 72 16.778673 73 -100.230606 74 17.155098 75 -22.776226 76 -10.819901 77 -53.288486 78 32.545364 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Transferencias LC 61_1989,MLP,3.4671106338500977,"108 4278.440009 109 4178.411409 110 4297.749229 111 4364.998204 112 4374.366553 113 4419.455517 114 4421.439757 115 4403.775537 116 4456.839159 117 4508.125531 118 4384.636799 119 4382.524608 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,IPTU,HWES,0.9498260021209717,"97 20912.541016 98 19748.208984 99 24337.576172 100 324076.750000 101 67007.875000 102 34419.957031 103 24341.132812 104 37326.664062 105 22271.111328 106 25771.833984 107 256691.203125 108 185654.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,ISS,MLP,1.4842891693115234,"100 33907.671167 101 33397.109678 102 32334.259719 103 34740.374564 104 34769.442826 105 31614.722042 106 32009.205193 107 30284.475415 108 30919.737262 109 32042.622525 110 34703.579872 111 33150.736801 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,ITBI,MLP,1.491980791091919,"99 57654.660382 100 55734.802388 101 58850.622778 102 62713.334489 103 95937.131508 104 113953.535670 105 56442.145759 106 71588.189058 107 51614.841074 108 77116.636377 109 54786.863642 110 55425.041903 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,IRRF,Prophet,1.8713321685791016,"100 98443.437500 101 98443.437500 102 102546.515625 103 98443.437500 104 102547.617188 105 98443.437500 106 98443.437500 107 98443.437500 108 102547.617188 109 98443.437500 110 98443.437500 111 102113.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do FPM,MLP,0.7881901264190674,"100 1.261949e+06 101 1.453463e+06 102 1.157790e+06 103 1.230843e+06 104 1.294378e+06 105 1.258593e+06 106 1.402202e+06 107 1.181876e+06 108 1.198549e+06 109 1.172336e+06 110 1.312527e+06 111 1.652941e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,SES,1.0207667350769043,"100 1.004158e+06 101 9.865432e+05 102 9.895037e+05 103 1.147696e+06 104 1.157093e+06 105 1.067702e+06 106 1.147696e+06 107 1.147697e+06 108 1.147697e+06 109 1.157092e+06 110 1.068635e+06 111 1.157092e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,SARIMAX,2.3143413066864014,"100 199715.734375 101 92253.429688 102 92253.429688 103 154761.656250 104 79996.007812 105 65173.167969 106 65702.343750 107 39773.546875 108 39773.546875 109 13188.748047 110 13182.041016 111 103341.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ITR,XGBoost,3.3548483848571777,"94 157919.625000 95 141158.156250 96 133037.890625 97 132789.015625 98 141621.687500 99 132789.015625 100 140089.625000 101 141399.843750 102 135116.031250 103 864849.875000 104 141621.687500 105 132789.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Transferencias LC 61_1989,AR,1.1971893310546875,"53 6529.234375 54 8351.684570 55 9972.782227 56 10885.024414 57 9865.948242 58 10887.305664 59 10020.609375 60 9991.953125 61 9983.427734 62 9893.408203 63 9357.616211 64 10020.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,IPTU,Prophet,1.8323476314544678,"91 3122.278564 92 9642.336914 93 3314.410400 94 7016.968262 95 25540.203125 96 182681.640625 97 10582.563477 98 10580.536133 99 5528.398926 100 5635.955078 101 13124.760742 102 5521.160645 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,ISS,SARIMAX,1.1781525611877441,"100 113999.820312 101 89567.414062 102 89567.335938 103 89567.335938 104 111365.320312 105 111365.320312 106 112016.781250 107 111365.320312 108 112016.781250 109 112016.781250 110 112016.781250 111 112016.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,ITBI,MLP,0.8941819667816162,"100 35366.854232 101 39515.831043 102 43514.765921 103 45503.363234 104 50088.492486 105 53033.361304 106 59040.931953 107 63964.337825 108 63057.184117 109 69600.758101 110 69737.367349 111 71810.911197 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,IRRF,Prophet,0.8702726364135742,"97 241510.703125 98 259703.078125 99 259703.078125 100 259703.078125 101 259567.390625 102 259377.468750 103 259567.390625 104 259703.078125 105 259567.390625 106 259567.390625 107 241373.062500 108 259703.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do FPM,HWES,0.9226477146148682,"100 1.304060e+06 101 1.881555e+06 102 1.076467e+06 103 1.044771e+06 104 1.187891e+06 105 1.305250e+06 106 1.191655e+06 107 1.076467e+06 108 1.083819e+06 109 9.708673e+05 110 1.187891e+06 111 1.881555e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,SES,0.8189160823822021,"100 737267.7500 101 682608.6875 102 694788.8125 103 760095.6250 104 729058.5625 105 728431.1875 106 761553.5000 107 760022.5000 108 760022.5000 109 760095.6250 110 729058.5625 111 723811.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,MLP,0.8967850208282471,"92 126561.296760 93 84318.441059 94 93804.924406 95 114503.116076 96 88095.754877 97 79077.726092 98 75542.544346 99 73398.856368 100 75053.631092 101 74629.345356 102 74252.337117 103 130539.242722 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Transferencias LC 61_1989,AR,0.96885085105896,"100 6123.139648 101 5636.326172 102 5914.499512 103 6304.052246 104 6373.992188 105 6483.050293 106 6098.584961 107 6373.992188 108 4859.226562 109 5882.399414 110 6446.752930 111 6451.912109 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,2.2750155925750732,"105 3238.126953 106 47823.230469 107 515397.343750 108 47823.230469 109 47823.230469 110 40406.453125 111 46633.347656 112 40406.453125 113 31782.662109 114 21344.992188 115 5357.487793 116 47823.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,ISS,MLP,1.0428860187530518,"108 61235.572743 109 59050.303049 110 60795.201586 111 57979.145852 112 65294.673708 113 61933.890474 114 59718.364521 115 65652.472781 116 58140.054689 117 60330.441552 118 64820.708694 119 60627.253606 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,ITBI,XGBoost,1.2087323665618896,"108 18788.685547 109 12892.738281 110 19087.083984 111 12901.217773 112 18788.685547 113 12606.674805 114 13044.297852 115 28352.023438 116 29057.375000 117 18198.197266 118 27941.781250 119 27516.605469 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,IRRF,SARIMAX,1.3055012226104736,"108 84829.695312 109 84994.906250 110 84994.507812 111 84893.734375 112 84994.507812 113 84994.507812 114 85142.320312 115 84893.812500 116 85142.320312 117 84991.421875 118 84995.781250 119 84994.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do FPM,HWES,1.067232370376587,"108 1201236.250 109 1893769.250 110 1053511.875 111 1130269.125 112 1201381.875 113 1239162.250 114 1201408.500 115 1053511.875 116 1053511.875 117 933992.125 118 1201381.875 119 1893769.250 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,HWES,1.0144011974334717,"108 763429.1875 109 628379.5625 110 692362.6875 111 677886.5625 112 722188.6250 113 751215.5625 114 719272.7500 115 667075.1250 116 668749.3750 117 763636.6250 118 807083.0625 119 763792.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,SARIMAX,2.3011648654937744,"108 217288.968750 109 96220.835938 110 101557.445312 111 158827.859375 112 110686.750000 113 21888.027344 114 21954.650391 115 23126.380859 116 15730.151367 117 15627.382812 118 11437.963867 119 169080.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ITR,MLP,2.2128090858459473,"96 2226.222870 97 2273.761994 98 2240.714556 99 2256.397035 100 2319.256225 101 2321.618549 102 2406.199133 103 2556.319308 104 4282.652701 105 3920.884491 106 2429.953501 107 2308.604773 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Transferencias LC 61_1989,MLP,1.7950665950775146,"108 7173.003395 109 7071.429016 110 7253.745626 111 7350.361765 112 7376.441270 113 7439.449721 114 7440.324696 115 7432.932421 116 7517.300278 117 7545.237935 118 7277.636294 119 7368.920182 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,IPTU,SARIMAX,1.3778562545776367,"103 632.467957 104 632.467957 105 18991.851562 106 17385.728516 107 -34.893181 108 3383.648438 109 2802.891602 110 -384.882935 111 -1388.366455 112 -1147.316650 113 103.502800 114 487.282318 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,ISS,HWES,1.2951295375823975,"108 13606.846680 109 14645.666992 110 17232.488281 111 18304.511719 112 12681.458008 113 11173.728516 114 14476.618164 115 15360.538086 116 16480.517578 117 10461.912109 118 26038.542969 119 15270.271484 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,ITBI,XGBoost,1.3420171737670898,"104 11030.552734 105 6825.718750 106 6530.889160 107 7055.887207 108 -149.373932 109 7070.566406 110 -148.851791 111 7070.566406 112 3780.093994 113 1213.534912 114 12014.542969 115 7070.566406 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,IRRF,MLP,1.545534372329712,"107 23406.881838 108 35605.762953 109 24781.578014 110 34490.763387 111 40158.664206 112 32444.091300 113 26943.215521 114 42993.384827 115 34130.841853 116 33996.811563 117 35716.743199 118 43717.944202 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do FPM,HWES,1.1053180694580078,"108 1.288094e+06 109 1.893768e+06 110 1.011203e+06 111 1.138743e+06 112 1.288170e+06 113 1.288020e+06 114 1.288225e+06 115 1.005010e+06 116 1.005010e+06 117 9.515439e+05 118 1.288170e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,HWES,0.7776381969451904,"108 577326.93750 109 492452.34375 110 502625.78125 111 577384.68750 112 550986.31250 113 577347.68750 114 577384.68750 115 559106.00000 116 559106.00000 117 551068.00000 118 577326.93750 119 551068.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,MLP,1.4701933860778809,"100 98903.003268 101 74888.990927 102 45764.635227 103 62317.332494 104 58076.562487 105 54414.014231 106 57221.827456 107 67491.178554 108 75788.886451 109 86890.864616 110 102063.751629 111 147958.165006 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do ITR,SES,2.1059775352478027,"92 22.471043 93 13.020068 94 14.453697 95 16.647911 96 23.816036 97 18.897501 98 10.365140 99 23.791367 100 85.450760 101 4.288028 102 6.856617 103 9.578848 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Transferencias LC 61_1989,SARIMAX,1.3413300514221191,"108 4911.496094 109 5126.216309 110 4875.726562 111 4641.132812 112 5560.437500 113 4975.903809 114 4724.620117 115 4745.823730 116 5235.262695 117 4812.409180 118 5067.839844 119 4676.523926 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,IPTU,SARIMAX,2.08896803855896,"100 27338.189453 101 241105.062500 102 44044.496094 103 55561.859375 104 56603.054688 105 58056.921875 106 58056.921875 107 27516.718750 108 50537.656250 109 46117.617188 110 46197.039062 111 14018.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,ISS,XGBoost,0.9878883361816406,"100 158971.06250 101 156489.81250 102 156462.09375 103 156489.81250 104 156429.00000 105 156381.31250 106 156429.00000 107 156703.75000 108 156429.00000 109 156429.00000 110 156429.00000 111 156429.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,ITBI,SES,1.730314016342163,"100 13535.618164 101 10031.042969 102 14684.002930 103 13413.747070 104 19167.984375 105 25693.800781 106 15279.321289 107 8376.424805 108 25466.695312 109 10031.204102 110 10092.885742 111 20878.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,IRRF,SARIMAX,2.0621161460876465,"100 102567.562500 101 102604.695312 102 102609.695312 103 102604.695312 104 102604.695312 105 102604.695312 106 102604.695312 107 102604.695312 108 102609.695312 109 102604.695312 110 102609.695312 111 102604.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do FPM,HWES,1.3556759357452393,"100 1.203084e+06 101 1.893771e+06 102 1.041148e+06 103 1.150127e+06 104 1.213205e+06 105 1.203174e+06 106 1.213816e+06 107 1.041148e+06 108 1.041148e+06 109 9.754782e+05 110 1.213205e+06 111 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,SARIMAX,0.699885368347168,"100 794397.4375 101 709814.5625 102 789184.6250 103 789632.8125 104 797733.2500 105 794456.8750 106 795059.6250 107 792788.1250 108 792788.1250 109 789632.8125 110 797733.2500 111 779864.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,MLP,0.7488882541656494,"92 103165.679794 93 88685.888324 94 58481.517138 95 59010.845845 96 71803.350501 97 70214.517711 98 56215.594705 99 52767.273610 100 53344.440075 101 51232.172337 102 52038.851528 103 83616.082458 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ITR,XGBoost,1.2595739364624023,"88 133.205765 89 142.770447 90 871.036011 91 322.944214 92 428.868713 93 476.373199 94 475.076447 95 2152.773682 96 142.511246 97 1742.663208 98 566.042236 99 87.674339 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Transferencias LC 61_1989,XGBoost,1.117593765258789,"100 6752.325195 101 6692.291504 102 6750.377441 103 7122.292969 104 6112.291504 105 7191.777344 106 6497.272461 107 6058.890137 108 6589.205078 109 7059.639648 110 6704.709961 111 6169.671387 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,IPTU,SES,3.1967267990112305,"105 22710.521484 106 29284.830078 107 28703.369141 108 44024.035156 109 44016.425781 110 286644.343750 111 286654.312500 112 294034.656250 113 294028.562500 114 294028.562500 115 294034.656250 116 294034.656250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,ISS,XGBoost,1.601008415222168,"108 40206.546875 109 45408.121094 110 45408.121094 111 45408.054688 112 45408.054688 113 45408.054688 114 45611.839844 115 45408.054688 116 45780.757812 117 45533.335938 118 45611.839844 119 45408.121094 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,ITBI,SARIMAX,1.4689948558807373,"108 13529.493164 109 33624.531250 110 34343.871094 111 33358.843750 112 10596.367188 113 31926.875000 114 31112.941406 115 31070.011719 116 32654.146484 117 34343.871094 118 31014.269531 119 32689.279297 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,IRRF,XGBoost,1.7935242652893066,"108 99470.187500 109 99489.039062 110 99489.039062 111 99480.554688 112 99489.039062 113 99398.968750 114 99489.039062 115 99489.039062 116 99489.039062 117 99437.859375 118 99480.554688 119 99480.554688 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do FPM,HWES,0.9497389793395996,"108 1056671.375 109 1893768.750 110 1050446.375 111 1115605.875 112 1182704.875 113 1197333.750 114 1182704.875 115 1050446.375 116 1050458.500 117 928053.375 118 1182704.875 119 1893765.750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,AR,0.7602534294128418,"108 512166.15625 109 528085.93750 110 516584.06250 111 521785.71875 112 550208.00000 113 518659.40625 114 515772.15625 115 529637.18750 116 529637.18750 117 553685.68750 118 503061.53125 119 548155.43750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,AR,1.7339539527893066,"108 207769.796875 109 68721.781250 110 32130.664062 111 104874.679688 112 39318.250000 113 63215.589844 114 39316.761719 115 23908.343750 116 18785.732422 117 19618.720703 118 11211.803711 119 269303.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ITR,XGBoost,1.2697415351867676,"87 758.406128 88 669.315613 89 112.590988 90 112.111015 91 112.111015 92 101.246689 93 149.517578 94 117.302147 95 257.319733 96 187.812149 97 36.062168 98 97.396568 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Transferencias LC 61_1989,XGBoost,1.719470500946045,"108 3821.869873 109 4172.421387 110 4597.305664 111 4760.748047 112 4216.117676 113 4800.296875 114 4499.066895 115 4499.066895 116 4760.416504 117 3779.660156 118 4605.764160 119 5021.187012 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,IPTU,AR,2.8794572353363037,"96 8782.921875 97 9342.498047 98 80802.296875 99 4926.507324 100 9279.338867 101 9381.987305 102 8732.472656 103 9395.706055 104 9329.574219 105 8884.775391 106 8733.652344 107 14915.494141 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,ISS,SES,0.9411923885345459,"96 12356.964844 97 6483.815430 98 7279.905762 99 8490.858398 100 7750.020996 101 8401.759766 102 8249.761719 103 7876.444336 104 7929.041504 105 7503.602051 106 7750.267090 107 7170.632324 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,ITBI,XGBoost,1.3493361473083496,"96 11360.485352 97 14789.800781 98 12268.938477 99 13556.543945 100 13862.151367 101 13903.795898 102 12306.711914 103 13914.136719 104 13862.151367 105 13903.795898 106 12264.074219 107 12310.651367 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,IRRF,MLP,1.443223476409912,"96 39247.163044 97 45190.938875 98 47393.422839 99 50698.580263 100 50891.129760 101 52923.887228 102 53847.916302 103 58048.025764 104 57380.707573 105 60284.173068 106 61121.573359 107 78865.812231 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do FPM,XGBoost,0.7794525623321533,"96 1322372.250 97 1322372.250 98 1319828.625 99 1322372.250 100 1322372.250 101 1322372.250 102 1322372.250 103 1322372.250 104 1319828.625 105 1322372.250 106 1322372.250 107 1322372.250 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,HWES,0.7239260673522949,"96 298574.53125 97 305493.18750 98 305493.18750 99 305493.18750 100 304450.12500 101 304450.12500 102 305493.18750 103 298587.93750 104 304450.12500 105 292998.87500 106 293084.93750 107 305493.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,XGBoost,1.9192123413085938,"96 78693.820312 97 73375.320312 98 78550.523438 99 78694.781250 100 69665.390625 101 21113.691406 102 21076.482422 103 78694.773438 104 20987.458984 105 20898.302734 106 19672.679688 107 69665.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ITR,XGBoost,1.7969281673431396,"81 7.477010 82 2.637924 83 7.020178 84 7.197362 85 -9.138285 86 7.197362 87 2.412579 88 12.397816 89 479.897034 90 535.763977 91 115.424576 92 116.857513 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,SARIMAX,2.372365713119507,"108 7.362540e+04 109 1.123183e+06 110 9.146052e+04 111 9.502622e+04 112 9.146102e+04 113 9.502552e+04 114 9.145982e+04 115 1.688259e+05 116 1.856635e+05 117 1.768910e+05 118 1.769212e+05 119 1.629318e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,ISS,SES,0.8035633563995361,"108 74045.445312 109 74270.531250 110 74684.046875 111 74681.945312 112 74681.945312 113 74682.750000 114 74682.750000 115 74682.750000 116 74270.531250 117 74681.945312 118 74682.750000 119 74681.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,XGBoost,1.0583686828613281,"108 25734.552734 109 26761.253906 110 31393.648438 111 26661.044922 112 27262.402344 113 26809.886719 114 34640.277344 115 30463.337891 116 32008.851562 117 24861.384766 118 24100.419922 119 24615.775391 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,IRRF,SARIMAX,1.4246437549591064,"108 117213.515625 109 117213.523438 110 117213.523438 111 117213.523438 112 117213.523438 113 117213.523438 114 117213.523438 115 117213.523438 116 117213.523438 117 117213.523438 118 117213.523438 119 117205.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do FPM,HWES,1.0147287845611572,"108 1.193946e+06 109 1.893789e+06 110 1.047760e+06 111 1.144610e+06 112 1.193970e+06 113 1.225676e+06 114 1.193969e+06 115 1.047760e+06 116 1.047760e+06 117 9.270104e+05 118 1.193970e+06 119 1.893789e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,HWES,0.9536192417144775,"108 861677.1250 109 709425.8750 110 841127.0000 111 843208.6875 112 950497.5000 113 845370.1250 114 859458.5000 115 881800.3125 116 881800.3125 117 913224.9375 118 859511.5000 119 925418.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.433668851852417,"108 314274.437500 109 54162.644531 110 84177.226562 111 250687.390625 112 84177.468750 113 49351.871094 114 19270.310547 115 19270.310547 116 9347.501953 117 9032.767578 118 10400.864258 119 314352.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ITR,XGBoost,1.3534643650054932,"97 174.702026 98 241.331680 99 174.702026 100 160.156219 101 570.773071 102 1340.989502 103 1174.596069 104 1556.790405 105 1573.220093 106 1576.069946 107 1556.874634 108 1556.874634 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Transferencias LC 61_1989,XGBoost,1.5720264911651611,"108 7644.655762 109 7907.725586 110 7926.173340 111 8477.256836 112 8620.941406 113 8410.429688 114 8590.946289 115 8605.402344 116 8027.889160 117 7383.560059 118 8603.873047 119 8544.952148 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,IPTU,SARIMAX,1.1865384578704834,"98 1629.432251 99 2659.158447 100 2001.272827 101 2937.190430 102 26280.597656 103 3606.710205 104 2814.637695 105 3374.391602 106 3374.391602 107 2752.528320 108 17880.982422 109 17885.335938 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,ISS,XGBoost,1.5690975189208984,"104 13541.597656 105 10693.226562 106 12805.599609 107 10693.226562 108 12805.599609 109 10630.509766 110 12805.599609 111 12804.555664 112 12805.599609 113 12805.599609 114 12805.599609 115 12805.599609 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,ITBI,MLP,2.028306007385254,"98 1596.033444 99 7970.669097 100 1178.586354 101 3179.398826 102 1420.391652 103 1227.343457 104 1522.257192 105 875.757594 106 1192.944090 107 1942.826935 108 810.245570 109 13493.122604 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,IRRF,MLP,1.8576784133911133,"101 37262.388422 102 41463.229762 103 41721.197629 104 48827.008613 105 52358.605475 106 -43667.126065 107 22975.026962 108 25814.840859 109 28267.413095 110 27707.375654 111 32493.058436 112 35543.939461 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do FPM,MLP,0.8043994903564453,"104 1.050218e+06 105 1.199188e+06 106 1.018055e+06 107 1.090287e+06 108 1.057900e+06 109 9.224835e+05 110 1.268263e+06 111 9.969530e+05 112 1.025010e+06 113 1.077694e+06 114 1.209434e+06 115 1.533581e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,MLP,1.1022977828979492,"104 343599.994673 105 309191.429345 106 317310.470807 107 352106.057035 108 346656.018664 109 324966.521283 110 301944.991615 111 340822.855152 112 367820.426790 113 354870.126977 114 358092.671702 115 425483.722212 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,AR,1.1955978870391846,"102 19552.449219 103 9483.291992 104 10068.547852 105 19562.578125 106 16333.506836 107 13604.936523 108 7686.555664 109 4093.364502 110 2752.220215 111 3889.519287 112 2774.093262 113 20609.294922 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ITR,XGBoost,1.4023869037628174,"90 8446.108398 91 8421.557617 92 1373.684937 93 6287.453613 94 12803.234375 95 12805.502930 96 12805.502930 97 6320.622559 98 6281.565430 99 6281.565430 100 6283.779297 101 6311.789551 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,IPTU,SES,2.255038022994995,"95 1673.831055 96 4130.548828 97 3070.179932 98 4652.691406 99 5522.562012 100 -246.900635 101 -250.865952 102 -171.120132 103 -576.704224 104 -171.120132 105 -243.842728 106 -840.732910 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,ISS,AR,1.5103576183319092,"108 10628.717773 109 10664.063477 110 13940.481445 111 16836.515625 112 13940.312500 113 13941.563477 114 13915.899414 115 13940.231445 116 13940.231445 117 18550.173828 118 18611.707031 119 17942.228516 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,ITBI,HWES,1.1216201782226562,"106 16877.875000 107 17918.660156 108 15924.945312 109 18073.140625 110 17508.019531 111 16248.745117 112 16354.818359 113 13444.903320 114 16513.054688 115 18642.636719 116 17982.162109 117 13444.903320 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,IRRF,MLP,1.4507253170013428,"108 29581.919248 109 29152.774082 110 29800.067353 111 29089.057907 112 28452.181537 113 28680.665261 114 27978.909900 115 27886.315059 116 28610.025475 117 27950.797264 118 27840.988898 119 34695.016720 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do FPM,AR,1.3172430992126465,"108 1.297817e+06 109 1.893769e+06 110 1.071616e+06 111 1.070771e+06 112 1.297817e+06 113 1.297817e+06 114 1.893769e+06 115 1.071616e+06 116 1.071616e+06 117 9.498883e+05 118 1.297817e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,HWES,0.8831336498260498,"108 435502.50000 109 366777.50000 110 365867.65625 111 439506.59375 112 426448.09375 113 435502.50000 114 439506.59375 115 439506.59375 116 439506.59375 117 426448.09375 118 435506.34375 119 426448.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,AR,1.738173007965088,"107 58040.417969 108 21767.193359 109 21767.193359 110 28714.708984 111 24845.193359 112 9706.158203 113 6000.831543 114 8707.330078 115 16444.125000 116 8358.133789 117 8612.527344 118 58040.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ITR,XGBoost,1.0629470348358154,"70 23.063408 71 25.317308 72 376.188019 73 61.769836 74 126.588043 75 64.712814 76 429.271088 77 822.550049 78 701.923645 79 74.300606 80 25.877300 81 397.013458 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,HWES,2.9790120124816895,"108 33220.398438 109 102190.640625 110 160268.156250 111 151114.015625 112 120280.265625 113 151090.343750 114 473658.531250 115 111837.484375 116 106765.695312 117 108649.312500 118 106779.968750 119 108645.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,ISS,XGBoost,1.4334425926208496,"108 125994.539062 109 126004.570312 110 126020.898438 111 126022.835938 112 125947.148438 113 126004.570312 114 126004.570312 115 126004.570312 116 126004.570312 117 125994.539062 118 126004.570312 119 126004.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,XGBoost,0.9366378784179688,"108 80297.296875 109 16686.652344 110 81267.312500 111 16821.597656 112 17568.207031 113 80246.906250 114 17316.277344 115 19182.150391 116 19095.308594 117 80408.351562 118 17318.884766 119 16015.014648 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,IRRF,HWES,1.2277355194091797,"108 177382.296875 109 177352.515625 110 177352.515625 111 177382.296875 112 177382.312500 113 177382.375000 114 177382.312500 115 177382.312500 116 177382.296875 117 177382.375000 118 177382.296875 119 177382.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do FPM,HWES,0.9705710411071777,"108 1444686.250 109 1893995.875 110 1140615.375 111 1190544.000 112 1445226.375 113 1444074.625 114 1445226.375 115 1140615.375 116 1159845.625 117 991023.000 118 1445226.375 119 1893995.875 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,HWES,0.6918792724609375,"108 776468.0000 109 685248.5625 110 722690.2500 111 844974.8125 112 833820.9375 113 891309.0000 114 846933.8750 115 833197.8750 116 833197.8750 117 825345.3125 118 849236.0000 119 825345.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,AR,1.610198736190796,"108 299533.562500 109 73721.828125 110 105756.445312 111 246550.718750 112 186831.171875 113 37056.011719 114 24152.792969 115 36884.078125 116 19334.996094 117 22337.468750 118 20750.003906 119 273869.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ITR,SARIMAX,2.631373882293701,"105 297.624725 106 306.249725 107 306.249725 108 302.286255 109 274.726105 110 295.812653 111 302.006866 112 657.531738 113 5240.829102 114 5240.829102 115 304.355286 116 314.481567 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Transferencias LC 61_1989,XGBoost,1.1953437328338623,"106 5146.105469 107 5867.437012 108 5657.028320 109 6933.803223 110 5884.891113 111 6844.094238 112 7123.958984 113 6809.766602 114 5431.222168 115 6952.695312 116 5911.267090 117 6687.959473 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,IPTU,MLP,2.144510507583618,"108 2053.419519 109 59.579504 110 103428.485901 111 255938.456208 112 10673.186457 113 9743.417803 114 6655.792091 115 2093.687985 116 2001.491372 117 9713.370788 118 4877.984598 119 5171.897338 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,ISS,MLP,1.802748441696167,"108 29204.213664 109 31652.321819 110 41157.343150 111 29892.639605 112 31740.389804 113 31837.893586 114 33999.808887 115 35684.999881 116 35348.008279 117 36492.612804 118 35264.909863 119 37013.227379 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,ITBI,HWES,2.6281564235687256,"108 16723.599609 109 28966.357422 110 22143.865234 111 16250.535156 112 16578.193359 113 16496.769531 114 29089.220703 115 24089.480469 116 17421.582031 117 16527.740234 118 15450.299805 119 28429.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,IRRF,XGBoost,1.5354580879211426,"103 119234.921875 104 125046.726562 105 125231.773438 106 125231.773438 107 125042.367188 108 125047.234375 109 125231.773438 110 125046.726562 111 125231.773438 112 125047.234375 113 125231.773438 114 125498.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do FPM,AR,0.9416913986206055,"108 1.286762e+06 109 1.893767e+06 110 1.030971e+06 111 1.147444e+06 112 1.286760e+06 113 1.286784e+06 114 1.286760e+06 115 1.030971e+06 116 1.031000e+06 117 9.952167e+05 118 1.286760e+06 119 1.893767e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,HWES,0.8263986110687256,"108 628280.0000 109 537891.6875 110 539650.1875 111 646664.6875 112 647445.3125 113 633760.7500 114 639486.1250 115 646908.5000 116 646664.6875 117 639383.0000 118 628270.6250 119 639383.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,AR,1.6088507175445557,"108 160959.687500 109 58084.304688 110 89877.335938 111 117076.789062 112 95892.320312 113 47093.332031 114 47363.121094 115 3354.940430 116 9441.802734 117 5698.451660 118 6011.646973 119 114801.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Transferencias LC 61_1989,SES,1.1396679878234863,"72 5365.504883 73 5033.592773 74 5262.308105 75 5563.700684 76 5431.432129 77 5018.520996 78 5224.391113 79 5467.280762 80 6255.802734 81 7282.821289 82 5585.317383 83 5578.530762 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,IPTU,SARIMAX,0.7929043769836426,"101 48730.023438 102 29149.439453 103 399901.968750 104 308510.562500 105 308510.562500 106 141639.406250 107 141639.406250 108 141445.031250 109 47021.480469 110 40886.972656 111 40888.859375 112 40897.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,ISS,MLP,0.8961658477783203,"108 157298.486971 109 155847.390044 110 165501.439604 111 178854.109675 112 166873.175472 113 184434.668962 114 170641.278322 115 205719.216080 116 160916.535163 117 175890.358674 118 156692.779251 119 152712.551825 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,ITBI,SES,1.2104244232177734,"108 71365.328125 109 162761.296875 110 120881.796875 111 71365.328125 112 70587.062500 113 107482.929688 114 97717.828125 115 97687.570312 116 188877.296875 117 69472.890625 118 74692.031250 119 82785.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,IRRF,XGBoost,0.875227689743042,"108 394652.75000 109 344174.59375 110 340469.18750 111 347470.46875 112 348265.78125 113 348265.78125 114 348265.78125 115 348265.78125 116 348265.78125 117 348265.78125 118 348265.78125 119 344535.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do FPM,HWES,1.052511215209961,"108 1673360.875 109 2525024.750 110 1473820.125 111 1534380.250 112 1673384.000 113 1735379.750 114 1875761.250 115 1473820.125 116 1474052.125 117 1288482.250 118 1673384.000 119 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,HWES,1.0041875839233398,"108 1557707.375 109 1239293.125 110 1394183.750 111 1497259.750 112 1611782.250 113 1579389.125 114 1536261.750 115 1667174.500 116 1667200.250 117 1677565.375 118 1557301.000 119 1678710.125 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,AR,1.1329498291015625,"108 300104.375000 109 123324.390625 110 122621.242188 111 220537.359375 112 168718.656250 113 107179.976562 114 90868.445312 115 51937.945312 116 26621.632812 117 51563.382812 118 33559.812500 119 300256.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ITR,SARIMAX,2.0240397453308105,"106 136508.750000 107 136853.531250 108 135522.906250 109 135522.906250 110 136120.578125 111 136120.625000 112 149455.859375 113 136120.625000 114 661877.437500 115 662331.062500 116 139287.093750 117 147080.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Transferencias LC 61_1989,HWES,1.436260461807251,"108 12305.816406 109 14403.837891 110 14556.508789 111 14117.633789 112 14137.719727 113 12614.690430 114 14974.671875 115 14137.719727 116 13402.391602 117 12438.142578 118 14556.508789 119 14507.396484 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,IPTU,HWES,2.0986926555633545,"106 38529.628906 107 55965.402344 108 54837.316406 109 54557.363281 110 106036.460938 111 262237.843750 112 59141.527344 113 32941.863281 114 60172.671875 115 46594.605469 116 42986.976562 117 59141.527344 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,ISS,AR,1.336942434310913,"108 96503.015625 109 96477.085938 110 96503.015625 111 96503.015625 112 96503.070312 113 96503.015625 114 96503.015625 115 96503.015625 116 96503.015625 117 96503.015625 118 96503.015625 119 96503.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,ITBI,MLP,0.8281381130218506,"108 91060.384213 109 97590.147840 110 108675.302166 111 112637.664969 112 105388.857227 113 126781.518477 114 104890.282612 115 93403.398171 116 260735.665283 117 89496.822033 118 87679.516018 119 119312.054325 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,IRRF,SARIMAX,0.8251492977142334,"108 115753.804688 109 115753.804688 110 215849.203125 111 115753.765625 112 115753.804688 113 115753.804688 114 115753.765625 115 115753.804688 116 115753.804688 117 215849.203125 118 115753.804688 119 215849.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do FPM,HWES,0.9294054508209229,"108 1.828925e+06 109 1.893660e+06 110 1.005350e+06 111 1.828787e+06 112 1.828817e+06 113 1.828816e+06 114 1.828817e+06 115 1.005350e+06 116 1.005350e+06 117 9.653408e+05 118 1.828817e+06 119 1.893660e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,HWES,0.8848879337310791,"108 1181016.125 109 1123431.500 110 1161991.750 111 1305406.875 112 1332085.250 113 1183690.375 114 1305515.500 115 1305406.875 116 1305406.875 117 1305406.875 118 1332085.250 119 1319019.250 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,HWES,1.5964939594268799,"108 216060.984375 109 41996.636719 110 296862.312500 111 188486.796875 112 212205.296875 113 74739.554688 114 37055.000000 115 30224.642578 116 32928.476562 117 19061.837891 118 17181.945312 119 189808.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do ITR,MLP,2.0613341331481934,"94 28126.631571 95 30854.232566 96 34077.588038 97 38696.391120 98 36611.849485 99 39399.281126 100 41914.680667 101 46523.535308 102 97324.350395 103 279232.816899 104 63548.065832 105 61323.774011 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,SES,2.563735008239746,"92 8321.710938 93 19231.455078 94 23560.931641 95 23295.833984 96 9781.942383 97 27259.562500 98 27399.554688 99 4695.033203 100 4689.583984 101 10156.355469 102 4622.406250 103 9661.013672 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,SARIMAX,2.257848024368286,"108 57744.171875 109 57199.675781 110 57526.507812 111 57467.144531 112 57527.468750 113 57469.078125 114 57479.757812 115 57559.800781 116 57533.703125 117 57691.710938 118 57563.460938 119 57440.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,XGBoost,1.6394672393798828,"98 98346.460938 99 95914.375000 100 39523.562500 101 89676.265625 102 52285.859375 103 85827.632812 104 56333.953125 105 89323.125000 106 52683.898438 107 89331.781250 108 56150.011719 109 51802.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,IRRF,XGBoost,1.3457362651824951,"108 200582.171875 109 200581.765625 110 200747.984375 111 200683.156250 112 200683.156250 113 200683.156250 114 200683.156250 115 200683.156250 116 200683.156250 117 200683.156250 118 200747.984375 119 200747.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do FPM,AR,1.221008539199829,"108 1.378014e+06 109 1.894247e+06 110 9.933389e+05 111 1.158260e+06 112 1.378638e+06 113 1.365060e+06 114 1.369901e+06 115 9.933389e+05 116 9.933197e+05 117 9.933389e+05 118 1.378638e+06 119 1.894247e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,HWES,1.6677982807159424,"108 1556949.125 109 1378774.500 110 1563205.500 111 1580922.125 112 1573817.375 113 1551061.000 114 1580946.500 115 1378683.250 116 1580922.125 117 1573817.375 118 1556949.125 119 1573817.375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,XGBoost,1.6238481998443604,"104 68397.398438 105 61990.058594 106 67322.414062 107 69109.789062 108 71738.421875 109 40071.613281 110 6006.565918 111 7315.360840 112 7630.778320 113 7315.360840 114 6006.565918 115 71752.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Transferencias LC 61_1989,AR,1.7864012718200684,"96 11611.759766 97 12887.713867 98 11744.203125 99 13218.743164 100 15530.935547 101 10147.114258 102 13425.206055 103 13422.734375 104 15689.235352 105 11541.656250 106 11744.203125 107 11490.011719 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,IPTU,AR,2.814913034439087,"85 341.270996 86 14913.594727 87 44661.191406 88 41616.710938 89 42847.468750 90 44026.753906 91 41596.425781 92 41587.847656 93 41596.425781 94 49255.550781 95 71112.515625 96 41587.847656 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,ISS,HWES,1.2384521961212158,"100 60052.351562 101 59752.445312 102 104378.617188 103 68992.320312 104 67411.398438 105 104880.593750 106 67440.984375 107 67432.007812 108 67431.882812 109 104547.304688 110 68992.320312 111 67432.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,ITBI,AR,1.755605936050415,"86 22914.718750 87 25764.375000 88 26031.058594 89 26279.187500 90 24073.158203 91 24867.556641 92 138666.265625 93 57280.726562 94 56387.992188 95 55880.667969 96 56678.726562 97 56392.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,IRRF,MLP,1.7827672958374023,"100 49801.027113 101 55284.404473 102 28979.743531 103 70632.743212 104 50921.185389 105 33434.507612 106 57164.290611 107 53651.479122 108 78360.585486 109 59964.288767 110 61181.557085 111 104963.506569 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do FPM,HWES,0.810152530670166,"100 1.234330e+06 101 1.893769e+06 102 1.120122e+06 103 1.146673e+06 104 9.495912e+05 105 1.250206e+06 106 9.894908e+05 107 1.120122e+06 108 1.120263e+06 109 9.724173e+05 110 9.495912e+05 111 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,AR,1.058171272277832,"100 407706.53125 101 377791.71875 102 390507.15625 103 456909.40625 104 434506.37500 105 402387.09375 106 402387.15625 107 456909.40625 108 456909.40625 109 434506.37500 110 408952.37500 111 434506.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,SARIMAX,1.2964580059051514,"96 104688.710938 97 20967.486328 98 38381.960938 99 103671.609375 100 35366.250000 101 22907.074219 102 48950.085938 103 17377.076172 104 18351.251953 105 18351.251953 106 17148.761719 107 104914.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do ITR,XGBoost,1.31162691116333,"87 802.656067 88 3843.369873 89 9096.874023 90 9096.376953 91 12851.878906 92 12847.255859 93 12849.938477 94 12853.747070 95 12829.878906 96 12832.991211 97 12849.378906 98 12849.378906 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Transferencias LC 61_1989,AR,1.4447362422943115,"100 3738.586914 101 3658.505615 102 3907.602539 103 4381.838379 104 3603.153076 105 3993.204346 106 3959.791260 107 4152.460938 108 4014.989014 109 9972.853516 110 4166.869141 111 4143.647461 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,IPTU,SARIMAX,2.1717429161071777,"98 43213.437500 99 437132.781250 100 39863.472656 101 91906.945312 102 735710.625000 103 91906.945312 104 75367.109375 105 35136.992188 106 35136.992188 107 56657.027344 108 38919.660156 109 538945.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,ISS,SARIMAX,1.0477099418640137,"108 154088.656250 109 154089.546875 110 154089.546875 111 146069.250000 112 146069.250000 113 146059.328125 114 154089.546875 115 145734.312500 116 146069.250000 117 146069.250000 118 146069.250000 119 153778.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,ITBI,AR,0.9568197727203369,"108 24739.693359 109 32036.705078 110 30032.656250 111 35133.835938 112 40922.093750 113 47009.457031 114 41569.855469 115 36022.886719 116 27237.505859 117 36588.328125 118 37472.656250 119 27341.634766 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,IRRF,SARIMAX,0.9521241188049316,"108 14905.714844 109 12887.833008 110 14578.416992 111 14585.457031 112 13338.042969 113 306192.562500 114 18368.248047 115 14488.521484 116 16993.363281 117 306192.562500 118 306437.625000 119 306430.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do FPM,HWES,1.0433506965637207,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,HWES,1.391709566116333,"108 1269132.250 109 1069397.875 110 1064245.625 111 1316016.250 112 1334880.500 113 1248715.875 114 1316016.250 115 1316323.500 116 1316323.500 117 1331435.625 118 1271369.250 119 1331435.625 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,SARIMAX,1.6416540145874023,"108 707607.312500 109 224848.546875 110 224869.015625 111 528372.687500 112 272214.937500 113 248319.578125 114 242749.171875 115 163760.671875 116 172029.687500 117 226273.281250 118 63846.738281 119 708259.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do ITR,SARIMAX,1.3791477680206299,"100 113.556519 101 145.875458 102 137.743546 103 85.571404 104 121.781708 105 131.606552 106 85.571404 107 88.694603 108 9245.902344 109 5690.408203 110 963.627380 111 961.673706 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Transferencias LC 61_1989,HWES,1.1131000518798828,"108 12884.115234 109 10500.556641 110 10785.239258 111 15168.768555 112 11086.547852 113 10674.392578 114 10652.728516 115 11086.289062 116 10915.586914 117 11583.108398 118 10969.722656 119 10654.965820 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,XGBoost,1.4756743907928467,"83 1897.497070 84 5117.415039 85 3357.683838 86 1825.615845 87 777.468689 88 1817.229492 89 929.027161 90 1817.229492 91 1814.804443 92 1829.105957 93 991.757080 94 623.767090 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,ISS,HWES,2.3385584354400635,"108 15774.835938 109 16058.033203 110 15952.878906 111 15825.163086 112 16295.813477 113 16236.046875 114 13716.744141 115 13543.563477 116 15332.493164 117 14590.532227 118 14459.009766 119 14580.670898 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,MLP,1.9090514183044434,"87 436.451156 88 452.990336 89 519.932560 90 -175.829916 91 -128.900640 92 488.145745 93 814.449963 94 -253.960433 95 104.289886 96 95.931537 97 216.209093 98 1408.320408 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,IRRF,Prophet,1.0247673988342285,"108 59557.707031 109 59469.257812 110 59469.257812 111 59469.257812 112 59469.257812 113 48384.820312 114 33531.757812 115 33531.757812 116 58720.121094 117 33531.757812 118 48384.820312 119 58720.121094 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do FPM,HWES,1.000232458114624,"108 1.402122e+06 109 1.612264e+06 110 1.036019e+06 111 1.203364e+06 112 1.314568e+06 113 1.310872e+06 114 1.062832e+06 115 1.036019e+06 116 1.612264e+06 117 1.036018e+06 118 1.314568e+06 119 1.612264e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,HWES,0.8577017784118652,"108 644123.5000 109 642088.8125 110 645234.0000 111 650331.5625 112 673467.7500 113 645593.5625 114 642125.3750 115 650331.5625 116 650331.5625 117 673465.0000 118 637144.6250 119 673465.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,HWES,1.377709150314331,"101 22311.183594 102 17920.955078 103 22852.656250 104 22852.656250 105 19654.269531 106 7767.329590 107 8921.498047 108 5895.486328 109 6022.050293 110 9287.862305 111 9287.945312 112 22184.519531 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ITR,SES,1.278991937637329,"62 538.604980 63 544.327881 64 540.259460 65 886.795715 66 544.339783 67 -77.184784 68 -77.184784 69 538.604980 70 35.204021 71 540.355164 72 886.795715 73 520.664429 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Transferencias LC 61_1989,XGBoost,0.937429666519165,"108 4266.064453 109 3847.310791 110 3830.516602 111 4530.689941 112 3760.571045 113 4805.776367 114 4835.936035 115 3730.494385 116 4918.579590 117 4349.176270 118 3766.077393 119 4878.072754 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,IPTU,HWES,2.4939160346984863,"107 5.738257e+05 108 1.180568e+06 109 4.375829e+04 110 1.421247e+05 111 1.372952e+05 112 1.418621e+05 113 1.467072e+05 114 1.372952e+05 115 1.419820e+05 116 1.384582e+05 117 1.136352e+05 118 6.037060e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,ISS,MLP,0.9725189208984375,"108 811774.294183 109 674637.151395 110 695231.064597 111 667460.626157 112 718227.228418 113 770765.259444 114 717663.230219 115 719112.162340 116 723251.287778 117 767280.705395 118 748384.479432 119 738236.466747 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,ITBI,HWES,1.0484066009521484,"108 152080.375000 109 141599.781250 110 165677.531250 111 142570.234375 112 175767.921875 113 111226.296875 114 173678.828125 115 155656.281250 116 114316.601562 117 178626.843750 118 177734.828125 119 124328.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,IRRF,XGBoost,0.8569517135620117,"108 492608.7500 109 623592.3750 110 623592.5625 111 494417.8750 112 623592.5625 113 623592.5625 114 623592.5625 115 496591.9375 116 623592.5625 117 623592.5625 118 623592.5625 119 623592.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do FPM,AR,0.9619195461273193,"108 2685975.25 109 4418793.50 110 2433425.25 111 2685975.25 112 3196068.50 113 3191756.25 114 3731557.50 115 2433425.25 116 2433425.25 117 2249920.00 118 3196068.50 119 4418793.50 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,HWES,0.94061279296875,"108 2423830.50 109 2263047.75 110 2376535.50 111 2440185.75 112 2441517.50 113 2579734.50 114 2440140.50 115 2440194.25 116 2440194.25 117 2483572.50 118 2452304.25 119 2483572.50 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,XGBoost,1.6212866306304932,"108 1.168900e+06 109 4.647418e+05 110 6.206766e+05 111 9.940986e+05 112 8.299439e+05 113 2.619997e+05 114 2.697153e+05 115 1.081730e+05 116 1.087461e+05 117 1.080170e+05 118 8.146194e+04 119 1.334524e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do ITR,XGBoost,2.674372673034668,"107 5568.203125 108 10139.482422 109 1842.167358 110 2433.507812 111 2028.275391 112 16975.574219 113 2047.643188 114 2284.373291 115 57320.593750 116 25626.716797 117 18608.525391 118 18485.464844 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,IPTU,SES,1.8408548831939697,"105 54159.960938 106 77065.328125 107 59147.917969 108 71759.789062 109 73476.046875 110 75057.960938 111 67618.046875 112 839468.375000 113 80116.546875 114 59148.152344 115 59148.152344 116 59066.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,ISS,HWES,1.0221657752990723,"108 105868.875000 109 105844.289062 110 369146.406250 111 105844.289062 112 369146.406250 113 105868.875000 114 369578.218750 115 369575.968750 116 129565.453125 117 369578.218750 118 105844.289062 119 369146.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,ITBI,MLP,1.9450714588165283,"107 31188.224998 108 30591.093012 109 39923.945114 110 33614.099859 111 34258.404319 112 33141.478283 113 37848.087660 114 30298.390306 115 37425.202929 116 35600.085944 117 37624.047469 118 44703.032366 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,IRRF,XGBoost,0.875385046005249,"108 308213.28125 109 207250.25000 110 207250.25000 111 308213.28125 112 308213.28125 113 215641.18750 114 308213.28125 115 308213.28125 116 308213.28125 117 308213.28125 118 308213.28125 119 308213.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do FPM,HWES,0.9003856182098389,"108 2084930.750 109 2524828.000 110 1472283.125 111 1585746.375 112 2172227.250 113 1796112.250 114 2172251.000 115 1472074.625 116 1494641.500 117 1269371.000 118 2172227.250 119 2524828.000 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,HWES,0.9529118537902832,"108 740810.1250 109 538676.9375 110 681795.2500 111 754829.9375 112 792643.6875 113 733783.6250 114 767937.1250 115 792643.6875 116 769765.6875 117 778658.3125 118 733787.8125 119 778658.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,AR,2.6048829555511475,"108 586557.375000 109 345955.687500 110 344235.156250 111 585923.375000 112 611999.937500 113 139770.796875 114 139770.796875 115 106245.968750 116 99093.546875 117 59272.464844 118 20925.755859 119 586582.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ITR,XGBoost,1.4724013805389404,"101 98.846451 102 75.015182 103 68.469666 104 75.082947 105 161.326492 106 76.328423 107 151.422119 108 1336.285522 109 349.097382 110 289.241943 111 136.047363 112 75.082947 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Transferencias LC 61_1989,SES,1.0731420516967773,"108 6534.970703 109 5224.403320 110 5142.652344 111 6301.571289 112 4187.438965 113 6535.545898 114 6344.465820 115 5217.890625 116 6923.833008 117 4782.393066 118 4646.966309 119 6324.481934 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,IPTU,SES,1.4509155750274658,"100 567.368591 101 613.428833 102 6811.503418 103 6039.767578 104 17244.376953 105 13697.506836 106 13697.506836 107 4355.129883 108 -1115.388184 109 3153.131592 110 4079.698486 111 34.172665 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,ISS,XGBoost,1.2868702411651611,"108 46455.226562 109 45967.593750 110 46577.585938 111 54235.453125 112 46578.570312 113 47176.406250 114 46577.625000 115 46596.316406 116 46488.449219 117 46577.625000 118 46596.316406 119 54235.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,ITBI,AR,1.4674127101898193,"84 7470.972168 85 18882.191406 86 6352.277344 87 6856.493652 88 10299.541016 89 6250.553711 90 6727.650391 91 5242.083496 92 7916.872559 93 7856.880859 94 5274.307617 95 4207.923828 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,IRRF,XGBoost,1.0410473346710205,"108 76042.906250 109 54682.406250 110 53237.953125 111 53176.472656 112 53176.472656 113 53176.472656 114 64003.222656 115 64003.222656 116 53176.472656 117 53176.472656 118 53176.472656 119 53176.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do FPM,AR,1.5130894184112549,"108 1215365.750 109 1893768.625 110 996903.875 111 1141265.500 112 1215365.750 113 1215365.875 114 1215365.750 115 996903.875 116 1006664.250 117 996903.875 118 1215365.750 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,HWES,1.0089478492736816,"108 373530.59375 109 337842.90625 110 337820.68750 111 356199.50000 112 369519.00000 113 361211.56250 114 345768.81250 115 351966.81250 116 351964.31250 117 358078.62500 118 353053.00000 119 340194.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,MLP,1.4827208518981934,"107 127931.169260 108 99094.885433 109 31696.319127 110 49154.503859 111 64091.366634 112 44311.793702 113 32442.324760 114 34530.942119 115 35358.507246 116 39112.775107 117 40512.150442 118 134485.422797 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ITR,XGBoost,1.4407775402069092,"94 151.908325 95 150.045090 96 148.824387 97 145.627228 98 150.035553 99 148.824387 100 136.840027 101 145.991409 102 151.871826 103 146.429153 104 -85.519203 105 -91.295433 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,IPTU,SARIMAX,1.917478084564209,"108 2920.894287 109 6515.977051 110 23460.373047 111 100031.242188 112 99986.601562 113 5857.943848 114 7597.387695 115 7597.387695 116 3430.524658 117 7597.387695 118 4576.374512 119 5138.031738 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,ISS,XGBoost,1.4018828868865967,"108 -74274.695312 109 -69853.070312 110 -71457.546875 111 -71743.492188 112 -71457.546875 113 -72062.656250 114 -71782.890625 115 -70054.906250 116 -71716.765625 117 -71898.132812 118 -71743.492188 119 -73236.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,ITBI,MLP,1.7347536087036133,"107 8607.116674 108 8775.871716 109 9225.489726 110 9279.659591 111 8869.628431 112 9117.315816 113 9552.924181 114 9572.069727 115 8392.479545 116 8518.514149 117 8833.027108 118 8733.681447 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,IRRF,Prophet,2.331880569458008,"108 65164.140625 109 37665.500000 110 37682.304688 111 37665.500000 112 34908.785156 113 34908.785156 114 34908.785156 115 34908.785156 116 34908.785156 117 34908.785156 118 34908.785156 119 34919.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do FPM,HWES,1.0677783489227295,"108 9.397369e+05 109 1.378570e+06 110 8.904651e+05 111 1.095057e+06 112 1.181648e+06 113 1.206108e+06 114 1.181688e+06 115 9.397369e+05 116 9.385689e+05 117 8.884499e+05 118 1.486709e+06 119 1.486709e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,HWES,0.848675012588501,"108 446220.21875 109 453699.43750 110 445255.65625 111 464553.75000 112 570323.50000 113 504237.81250 114 470519.18750 115 477500.31250 116 478593.90625 117 559434.81250 118 464681.34375 119 555670.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,XGBoost,1.4710659980773926,"103 72880.250000 104 45395.597656 105 45388.617188 106 72154.656250 107 34994.070312 108 45395.523438 109 7521.103027 110 4503.479492 111 28975.935547 112 5925.262207 113 5914.486816 114 45388.644531 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do ITR,XGBoost,1.7707693576812744,"103 508.620697 104 580.217407 105 474.959839 106 99.636375 107 100.694595 108 1654.080811 109 155.117889 110 942.872192 111 1658.988770 112 100.096138 113 1021.393555 114 850.216370 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,IPTU,SARIMAX,1.3899242877960205,"77 4020.614502 78 4681.860352 79 4681.860352 80 116019.359375 81 141718.812500 82 141933.843750 83 141933.843750 84 141748.125000 85 141748.125000 86 141717.171875 87 141771.984375 88 141717.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,ISS,MLP,1.388603925704956,"96 28315.833681 97 28868.850134 98 26323.271193 99 28522.655050 100 29393.077993 101 29429.863180 102 28050.965744 103 24965.476048 104 33116.010986 105 29303.633568 106 28838.037558 107 29103.632517 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,ITBI,XGBoost,1.8320908546447754,"81 31331.824219 82 31681.337891 83 30411.019531 84 30738.480469 85 32145.910156 86 31319.417969 87 30343.455078 88 30738.490234 89 31303.449219 90 31458.488281 91 31075.574219 92 30761.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,IRRF,MLP,1.4928207397460938,"96 75748.479064 97 68889.784555 98 103966.917880 99 93062.189078 100 108730.102896 101 100701.243039 102 110700.380129 103 117714.844023 104 120381.077715 105 129630.400844 106 134990.085268 107 161006.246723 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do FPM,SARIMAX,0.880549430847168,"96 1.795358e+06 97 1.811506e+06 98 1.060421e+06 99 1.795358e+06 100 1.796339e+06 101 1.795358e+06 102 1.811506e+06 103 1.795358e+06 104 1.750559e+06 105 9.051679e+05 106 1.811426e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,HWES,0.7310013771057129,"96 396065.84375 97 434752.09375 98 529645.37500 99 420945.56250 100 530229.75000 101 418957.75000 102 420945.56250 103 456570.28125 104 438032.56250 105 440667.62500 106 420946.84375 107 529645.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,MLP,1.4015612602233887,"96 199221.247422 97 67539.322642 98 53094.609001 99 101180.678733 100 95075.040572 101 64039.325176 102 53327.207602 103 54360.524534 104 75405.764606 105 56726.411417 106 60932.312766 107 318057.905497 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ITR,SARIMAX,1.123582363128662,"74 371.062988 75 369.170166 76 376.746368 77 366.763031 78 371.242767 79 358.615692 80 390.589264 81 762.911377 82 386.177155 83 111.052795 84 26.420767 85 26.420767 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Transferencias LC 61_1989,AR,2.7451937198638916,"96 4647.613770 97 3910.930908 98 5033.509766 99 4440.968750 100 3712.348877 101 3884.493164 102 4093.435547 103 4136.776855 104 4438.829102 105 3884.493164 106 4609.101562 107 3728.110352 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,IPTU,AR,1.978304386138916,"108 17.590166 109 92.968803 110 28362.869141 111 49313.929688 112 48503.519531 113 99.719154 114 -933.123779 115 -990.067322 116 -934.689697 117 12754.559570 118 -757.245300 119 -907.107361 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,ISS,MLP,1.3699285984039307,"108 46066.082618 109 51876.442912 110 50550.384884 111 52313.898351 112 56711.603532 113 60572.718015 114 62268.812923 115 68878.682934 116 73472.045830 117 82784.985030 118 86922.647181 119 90567.370068 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,ITBI,XGBoost,1.0995419025421143,"108 24323.279297 109 68749.609375 110 40710.519531 111 39606.718750 112 39368.312500 113 40028.500000 114 40312.132812 115 38842.761719 116 39368.312500 117 68603.726562 118 68841.460938 119 68507.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,IRRF,AR,1.592611312866211,"108 56723.988281 109 57156.339844 110 57156.339844 111 49063.558594 112 49063.558594 113 49063.558594 114 49063.558594 115 49063.558594 116 49063.558594 117 49063.558594 118 49063.558594 119 100743.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do FPM,AR,1.023174524307251,"108 1.276511e+06 109 1.893769e+06 110 1.068152e+06 111 1.281533e+06 112 1.276511e+06 113 1.285960e+06 114 1.276511e+06 115 1.068152e+06 116 1.067967e+06 117 9.636519e+05 118 1.276511e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,HWES,0.7524404525756836,"108 821776.0000 109 759851.3125 110 762018.4375 111 821778.4375 112 863955.3125 113 821904.2500 114 821776.0000 115 872953.3750 116 872953.3750 117 863955.3125 118 821776.0000 119 863955.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,AR,4.641888856887817,"108 69094.906250 109 35669.085938 110 35660.636719 111 65936.367188 112 66078.359375 113 20126.324219 114 20126.324219 115 19184.111328 116 13061.577148 117 12983.867188 118 20126.324219 119 69057.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ITR,MLP,1.452026605606079,"101 8565.288013 102 5484.052464 103 5508.913340 104 5566.531075 105 5599.224920 106 5637.855511 107 5684.221626 108 5729.210728 109 7686.003452 110 8940.439249 111 5995.886300 112 6191.079235 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,IPTU,SARIMAX,1.2588286399841309,"97 5878.078125 98 5874.250000 99 5725.383789 100 5364.979004 101 6286.533691 102 6294.881348 103 5918.529297 104 4688.855957 105 4694.990234 106 5233.560059 107 6763.623535 108 5869.445801 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,ISS,SES,2.000558376312256,"108 10318.338867 109 11181.132812 110 10599.612305 111 10861.598633 112 10655.364258 113 10655.364258 114 10533.158203 115 12094.588867 116 10679.068359 117 10611.045898 118 11861.221680 119 11532.479492 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,ITBI,MLP,1.3741066455841064,"104 18970.321793 105 19528.704488 106 19552.895085 107 20573.669870 108 21134.802880 109 18206.906802 110 17368.834035 111 18058.870722 112 17386.370140 113 17541.158953 114 18214.082651 115 19277.383481 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,IRRF,SARIMAX,1.2886292934417725,"108 118969.804688 109 120024.148438 110 134513.015625 111 118969.804688 112 120087.257812 113 118969.804688 114 118969.804688 115 120024.148438 116 120086.539062 117 118969.804688 118 120086.539062 119 134513.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do FPM,HWES,1.0120844841003418,"108 1237466.750 109 1893769.250 110 1104124.500 111 1152025.875 112 1237466.750 113 1247882.375 114 1237466.750 115 1104124.500 116 1104124.625 117 966064.875 118 1237466.750 119 1893769.250 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,HWES,1.316955804824829,"108 893754.5000 109 896984.2500 110 896906.1250 111 896956.0000 112 899740.6875 113 893754.5000 114 896592.3750 115 896614.6875 116 896614.6875 117 895368.3125 118 896442.2500 119 895367.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,SARIMAX,1.6229918003082275,"108 95862.468750 109 36730.617188 110 88881.593750 111 83792.250000 112 59916.550781 113 16424.662109 114 12132.035156 115 12712.867188 116 4648.301758 117 317.580231 118 1010.434204 119 72363.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do ITR,XGBoost,1.5354883670806885,"95 573.898865 96 573.898865 97 573.898865 98 751.234924 99 138.366150 100 573.898865 101 422.295135 102 601.358337 103 4071.000488 104 780.698547 105 124.226578 106 -201.766449 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Transferencias LC 61_1989,HWES,1.2501013278961182,"108 5937.558105 109 5618.909668 110 4686.368652 111 5041.584961 112 4693.202637 113 4838.362305 114 6291.777832 115 4706.648926 116 4535.530762 117 5930.264648 118 5920.259277 119 6219.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,IPTU,SARIMAX,1.8101394176483154,"96 1.427942e+05 97 1.645908e+05 98 1.938315e+06 99 9.380942e+04 100 1.426399e+05 101 1.426399e+05 102 1.426399e+05 103 1.426399e+05 104 1.426400e+05 105 1.426399e+05 106 1.645949e+05 107 1.645918e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,ISS,XGBoost,1.5068931579589844,"96 3449951.50 97 3443985.75 98 3357695.25 99 3556271.50 100 3539930.25 101 3541320.50 102 3540075.75 103 3553055.50 104 3552881.75 105 3540986.50 106 3542033.50 107 3376762.25 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,ITBI,MLP,2.121417760848999,"95 64076.758758 96 64721.516226 97 66743.911614 98 71527.360256 99 58982.900622 100 59174.103565 101 50208.899356 102 52927.254760 103 54772.242577 104 56715.161599 105 60098.523938 106 60484.188707 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,IRRF,HWES,1.192523717880249,"96 3.320698e+05 97 3.284459e+05 98 3.288553e+05 99 1.585645e+06 100 3.283863e+05 101 3.283863e+05 102 3.283863e+05 103 3.283863e+05 104 3.283863e+05 105 3.283863e+05 106 3.283863e+05 107 6.464443e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do FPM,MLP,0.8014461994171143,"96 1.159276e+06 97 1.358233e+06 98 1.084852e+06 99 1.169205e+06 100 1.229148e+06 101 1.196378e+06 102 1.377962e+06 103 1.186254e+06 104 1.151026e+06 105 1.134711e+06 106 1.254910e+06 107 1.564249e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,MLP,0.9064033031463623,"96 2.284731e+06 97 2.514808e+06 98 2.612094e+06 99 2.483191e+06 100 2.770223e+06 101 2.472029e+06 102 2.489157e+06 103 2.541295e+06 104 2.473234e+06 105 2.452359e+06 106 2.429203e+06 107 2.653360e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,XGBoost,1.7167103290557861,"96 264906.718750 97 100637.593750 98 106766.367188 99 264904.375000 100 264906.718750 101 106766.367188 102 45262.566406 103 55938.031250 104 55938.031250 105 32493.042969 106 32596.427734 107 264906.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do ITR,XGBoost,1.8502507209777832,"93 99393.406250 94 637754.437500 95 126887.671875 96 188169.125000 97 126887.671875 98 132636.265625 99 715842.812500 100 188169.125000 101 134337.296875 102 715878.375000 103 131461.234375 104 145598.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,IPTU,AR,1.5176723003387451,"107 7014.389160 108 6916.090820 109 8626.367188 110 41407.050781 111 59756.800781 112 168664.843750 113 59518.207031 114 58244.246094 115 58231.269531 116 59355.781250 117 59445.031250 118 59688.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,ISS,HWES,1.2816741466522217,"108 27201.777344 109 23617.253906 110 24535.865234 111 22239.505859 112 23343.578125 113 23343.578125 114 23343.578125 115 24535.865234 116 22237.242188 117 23617.253906 118 23617.253906 119 24535.865234 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,ITBI,XGBoost,1.3675613403320312,"106 17629.982422 107 18709.705078 108 17976.910156 109 18258.263672 110 18446.894531 111 17730.937500 112 18106.312500 113 18480.261719 114 17935.357422 115 18116.666016 116 17801.001953 117 18513.251953 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,IRRF,SARIMAX,0.895174503326416,"108 95080.929688 109 95080.929688 110 95003.382812 111 95003.382812 112 94930.195312 113 94930.195312 114 95003.382812 115 95003.382812 116 94930.195312 117 94930.195312 118 94930.195312 119 95003.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do FPM,HWES,1.4139840602874756,"108 1230644.125 109 1893771.875 110 1054935.250 111 1146776.625 112 1230684.250 113 1252717.375 114 1230684.250 115 1054935.250 116 1054935.250 117 923267.750 118 1230684.250 119 1893771.875 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,HWES,1.0035181045532227,"108 995375.8125 109 725654.9375 110 772424.1250 111 928858.7500 112 945966.7500 113 847659.4375 114 861602.0625 115 929013.7500 116 900962.9375 117 900867.3125 118 916467.0000 119 914265.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,SARIMAX,1.451754093170166,"108 122461.617188 109 29946.316406 110 36319.722656 111 108894.718750 112 38177.437500 113 19109.511719 114 8217.860352 115 8207.531250 116 9024.373047 117 8038.539551 118 7340.671875 119 104205.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do ITR,XGBoost,1.2931103706359863,"81 95.331795 82 119.053612 83 368.307220 84 316.845154 85 728.470398 86 173.202286 87 730.716248 88 730.716248 89 2690.258057 90 2683.920410 91 1363.632690 92 1363.632690 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Transferencias LC 61_1989,HWES,0.9905831813812256,"108 7094.501465 109 7726.975586 110 8740.440430 111 8358.362305 112 8775.715820 113 10658.709961 114 10788.251953 115 6905.675781 116 8775.445312 117 6703.569824 118 10658.541016 119 9298.762695 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,1.4839718341827393,"99 2172.369873 100 42926.765625 101 65820.101562 102 18293.884766 103 18428.888672 104 15975.861328 105 15968.793945 106 15960.404297 107 14236.344727 108 16299.639648 109 15966.657227 110 11491.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,ISS,MLP,1.706369400024414,"108 16047.145823 109 16132.706812 110 18668.704655 111 16800.921427 112 18160.867610 113 18366.755004 114 17495.357674 115 17821.350749 116 21512.257677 117 18182.098792 118 16991.262518 119 18394.726321 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,ITBI,AR,1.297675371170044,"107 9805.274414 108 11446.331055 109 10625.044922 110 17933.279297 111 26180.257812 112 15586.123047 113 9936.118164 114 15276.606445 115 20738.275391 116 10570.910156 117 15909.637695 118 12536.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,IRRF,MLP,2.08132266998291,"108 31993.065683 109 24918.581882 110 40296.227693 111 31249.170109 112 32579.830191 113 31893.913231 114 31153.807695 115 29442.456024 116 29372.233570 117 29508.119721 118 29603.662759 119 33038.918576 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do FPM,HWES,1.4664325714111328,"108 1.253628e+06 109 1.353378e+06 110 1.036599e+06 111 1.253628e+06 112 1.253628e+06 113 1.253628e+06 114 1.353378e+06 115 1.036696e+06 116 1.036471e+06 117 8.306602e+05 118 1.253628e+06 119 1.353378e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,SARIMAX,1.4964799880981445,"108 650405.9375 109 644558.1875 110 644908.3125 111 646158.8125 112 646158.8125 113 650406.1250 114 646158.8125 115 646158.8125 116 646158.8125 117 645204.0000 118 650070.5625 119 645204.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,MLP,1.6988177299499512,"108 137915.452825 109 37556.304876 110 62715.732628 111 96470.401523 112 59720.855409 113 22245.718907 114 21534.406839 115 20583.468242 116 18051.996578 117 15047.474612 118 14602.604392 119 78455.056095 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ITR,XGBoost,1.1504335403442383,"55 51.819420 56 40.380260 57 40.380260 58 34.904125 59 49.337925 60 60.072479 61 52.435768 62 40.380260 63 48.502930 64 22.583166 65 19.337288 66 10.219691 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Transferencias LC 61_1989,AR,1.6933670043945312,"57 6542.922852 58 4678.227051 59 4553.751953 60 4337.968750 61 4553.725586 62 4340.743164 63 4342.236328 64 4554.696777 65 4554.792480 66 7775.943848 67 4554.723145 68 6537.940918 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,IPTU,HWES,2.351976156234741,"108 10386.551758 109 10783.969727 110 10284.143555 111 13279.250977 112 105795.070312 113 144551.906250 114 87957.593750 115 92793.453125 116 19651.888672 117 81129.718750 118 19560.845703 119 19560.845703 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,ISS,MLP,0.9068701267242432,"108 259769.308884 109 209347.682834 110 216638.839211 111 225905.865596 112 221364.593991 113 231007.190330 114 222786.920593 115 235809.206489 116 226754.830934 117 235038.906114 118 249047.317469 119 228380.068717 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,ITBI,HWES,1.63653564453125,"108 14619.630859 109 32670.597656 110 33517.621094 111 160531.828125 112 39159.871094 113 35171.257812 114 20855.621094 115 20373.308594 116 39080.417969 117 34135.726562 118 21530.892578 119 21479.738281 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,IRRF,SARIMAX,1.1571879386901855,"108 112319.000000 109 111569.078125 110 228820.031250 111 194967.562500 112 194967.562500 113 194967.500000 114 194967.562500 115 194967.562500 116 194967.562500 117 127962.789062 118 194967.562500 119 228820.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do FPM,HWES,1.0733094215393066,"108 1401147.875 109 1893768.750 110 1059258.625 111 1121541.875 112 1408002.750 113 1401599.000 114 1408002.750 115 1059258.625 116 1059265.375 117 938927.875 118 1408002.750 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,HWES,0.8634872436523438,"108 741792.5625 109 646362.0000 110 647872.8750 111 827197.0000 112 889991.6250 113 741789.8125 114 667374.7500 115 827529.0000 116 827527.5000 117 892271.1250 118 741786.6250 119 892271.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,AR,0.8531432151794434,"108 157981.593750 109 73436.882812 110 193387.234375 111 157934.812500 112 158059.328125 113 79788.164062 114 45857.703125 115 39852.035156 116 44317.304688 117 21117.917969 118 25254.574219 119 157735.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do ITR,AR,0.7030184268951416,"58 65272.222656 59 17635.115234 60 372330.718750 61 372806.281250 62 373786.468750 63 373786.468750 64 373786.468750 65 373786.468750 66 377997.812500 67 129805.750000 68 375188.656250 69 375188.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Transferencias LC 61_1989,HWES,0.9112260341644287,"108 6715.814453 109 7398.013184 110 7553.540527 111 7633.177734 112 7653.270996 113 7756.207520 114 8139.183594 115 7643.790039 116 7742.653809 117 6854.479004 118 7553.594727 119 7326.569824 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,IPTU,SARIMAX,2.070024251937866,"105 85874.257812 106 48509.121094 107 153043.000000 108 48509.121094 109 20140.333984 110 92467.484375 111 20487.628906 112 34333.605469 113 33649.398438 114 20082.601562 115 19782.912109 116 34535.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,ISS,MLP,1.0681777000427246,"108 65995.647890 109 65313.274511 110 65640.423727 111 71599.013835 112 69879.365292 113 66503.297152 114 66234.705738 115 72813.734676 116 67419.202580 117 70454.237392 118 67435.407977 119 67120.977985 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,ITBI,MLP,1.3646233081817627,"108 19358.539615 109 17009.184348 110 21478.182072 111 17346.208073 112 19966.084202 113 19841.928628 114 19435.807586 115 17298.220972 116 19242.981539 117 16661.340430 118 23122.747644 119 16328.665871 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,IRRF,MLP,1.619800090789795,"108 67900.608965 109 57109.974933 110 64801.177983 111 68101.605856 112 67413.271132 113 66906.741080 114 62578.800845 115 66755.655227 116 63609.157540 117 70816.514212 118 72432.571881 119 90004.851244 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do FPM,MLP,2.119112730026245,"108 1.263349e+06 109 2.082586e+06 110 5.091505e+05 111 1.231016e+06 112 1.295308e+06 113 1.259000e+06 114 1.116407e+06 115 1.192168e+06 116 1.492661e+06 117 1.172137e+06 118 1.314017e+06 119 1.659036e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,HWES,1.3666763305664062,"108 524307.56250 109 483333.37500 110 508632.62500 111 543151.81250 112 562649.87500 113 513472.78125 114 497900.96875 115 581061.87500 116 581063.18750 117 572659.25000 118 524699.56250 119 564233.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,SARIMAX,1.924391269683838,"107 230164.484375 108 72642.515625 109 84893.015625 110 101003.046875 111 101003.046875 112 41768.945312 113 24032.871094 114 22134.396484 115 13385.433594 116 11196.710938 117 11579.603516 118 230313.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ITR,SARIMAX,2.2894287109375,"103 585.543396 104 8176.292480 105 8176.292480 106 8076.288574 107 8511.617188 108 8588.421875 109 8176.292480 110 8257.186523 111 4869.760742 112 8788.822266 113 8285.270508 114 8200.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Transferencias LC 61_1989,MLP,1.997166633605957,"108 5016.943069 109 4964.801328 110 5067.868704 111 5134.454164 112 5160.270448 113 5212.231479 114 5234.786289 115 5243.774618 116 5303.308329 117 5370.939587 118 5248.031643 119 5327.089891 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,IPTU,SARIMAX,1.2320795059204102,"98 5300.929199 99 5466.473633 100 4591.000977 101 5026.404785 102 5682.605957 103 5570.876465 104 5597.663086 105 21447.003906 106 4851.234375 107 5597.663086 108 4942.065430 109 5901.830566 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,ISS,XGBoost,1.4609324932098389,"108 10413.487305 109 9596.750977 110 5378.657715 111 5373.251465 112 6686.367188 113 28039.494141 114 6474.795410 115 6244.396973 116 5816.172363 117 5983.589844 118 5610.241211 119 5376.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,ITBI,MLP,1.903397798538208,"101 45938.731739 102 48728.935295 103 51727.516398 104 56979.142448 105 63518.945724 106 62774.110295 107 43265.319628 108 47029.842678 109 50306.526239 110 54205.518289 111 59596.683794 112 65417.664033 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,IRRF,MLP,1.9111566543579102,"108 55694.001211 109 50255.352135 110 49801.438941 111 61288.352751 112 56598.120131 113 50920.828672 114 52555.927143 115 52932.072693 116 57092.021706 117 61020.663836 118 60415.826593 119 75427.592207 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do FPM,AR,1.1092450618743896,"108 1.205674e+06 109 1.893768e+06 110 1.004161e+06 111 9.286764e+05 112 1.207417e+06 113 9.745458e+05 114 1.893768e+06 115 1.004161e+06 116 1.004161e+06 117 9.550898e+05 118 1.207417e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,HWES,0.7427394390106201,"108 487865.96875 109 457864.84375 110 440113.75000 111 479263.18750 112 497586.62500 113 488594.62500 114 476247.43750 115 449299.00000 116 456845.00000 117 469001.43750 118 453933.40625 119 455834.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,AR,2.0951311588287354,"108 30342.613281 109 26336.923828 110 34561.035156 111 37626.289062 112 48382.398438 113 23771.220703 114 13406.307617 115 22340.390625 116 22027.296875 117 13060.967773 118 13421.961914 119 45158.769531 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ITR,MLP,2.572873830795288,"83 6382.818593 84 7076.558778 85 7936.918007 86 8824.998210 87 9769.277944 88 10937.886748 89 12212.322526 90 13672.783587 91 14574.507880 92 13127.522143 93 11117.739760 94 11665.943793 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Transferencias LC 61_1989,XGBoost,1.1153104305267334,"108 4135.844238 109 4098.501465 110 4090.118652 111 4159.992676 112 4120.966797 113 4178.459473 114 4152.831543 115 4120.966797 116 4127.863281 117 3922.822998 118 3686.761475 119 4217.301270 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,XGBoost,2.0678799152374268,"107 4605.431641 108 -3985.584961 109 2228.359863 110 5377.539062 111 4175.309082 112 3643.882324 113 3689.460449 114 -1157.200195 115 -580.509766 116 -474.215332 117 -5315.390625 118 -6468.462891 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,SES,1.3540208339691162,"108 59007.773438 109 25312.074219 110 29204.597656 111 29191.732422 112 34320.230469 113 25312.074219 114 28561.533203 115 29204.597656 116 31211.199219 117 32419.585938 118 36409.082031 119 30034.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,AR,0.8662464618682861,"108 9630.514648 109 24528.714844 110 25131.652344 111 10393.521484 112 13778.269531 113 33525.824219 114 6920.996582 115 54201.941406 116 12956.132812 117 7142.991699 118 22415.400391 119 13435.682617 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,IRRF,MLP,1.4709949493408203,"108 73479.862406 109 73869.601470 110 73817.037218 111 76827.088308 112 44191.045940 113 104924.663742 114 79374.459593 115 80142.443132 116 87030.177792 117 81162.066305 118 114821.379754 119 90101.517549 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do FPM,SARIMAX,2.084366798400879,"108 1.556973e+06 109 1.893769e+06 110 1.021814e+06 111 1.010323e+06 112 1.556973e+06 113 1.347478e+06 114 1.556973e+06 115 1.021814e+06 116 1.021814e+06 117 9.889001e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.7818410396575928,"108 1.007638e+06 109 9.164301e+05 110 1.088635e+06 111 1.003465e+06 112 1.005174e+06 113 1.007636e+06 114 1.003465e+06 115 1.005174e+06 116 1.005202e+06 117 1.005148e+06 118 1.012192e+06 119 1.005174e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,MLP,1.8141844272613525,"108 88993.061446 109 28316.899319 110 36951.004729 111 50960.235619 112 62126.258024 113 24172.161579 114 20472.331890 115 13486.913869 116 20072.412041 117 13750.277253 118 11014.942613 119 64216.393097 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ITR,HWES,1.8592698574066162,"107 33043.605469 108 -272.674927 109 1169.164429 110 1047.548584 111 409.560425 112 1120.390503 113 15452.287109 114 1125.342651 115 33055.019531 116 182481.203125 117 52575.488281 118 53012.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Transferencias LC 61_1989,XGBoost,1.0398507118225098,"102 9465.563477 103 9673.316406 104 8416.765625 105 11155.858398 106 11059.115234 107 10678.932617 108 11547.906250 109 11265.359375 110 10842.160156 111 10033.035156 112 10709.138672 113 9932.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,IPTU,HWES,1.4768035411834717,"107 2.033426e+05 108 1.947111e+05 109 9.322575e+06 110 1.177698e+07 111 1.176582e+07 112 1.176582e+07 113 1.176899e+07 114 1.176582e+07 115 1.176586e+07 116 1.176816e+07 117 1.176846e+07 118 1.176846e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,1.0759446620941162,"108 2289626.50 109 2202773.00 110 2775154.00 111 2774668.75 112 2774668.75 113 2775154.00 114 2775154.00 115 2775154.00 116 2775154.00 117 2774668.75 118 2774668.75 119 2775154.00 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,ITBI,XGBoost,0.7391788959503174,"108 892115.8750 109 892115.8750 110 915047.3750 111 912714.5625 112 912398.2500 113 914995.9375 114 914995.9375 115 914995.9375 116 912398.2500 117 912398.2500 118 946832.0000 119 946832.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,IRRF,SARIMAX,0.9764823913574219,"108 1443366.5 109 1443366.5 110 1443366.5 111 1443366.5 112 1443366.5 113 1443366.5 114 1443366.5 115 1443366.5 116 1443366.5 117 1443366.5 118 1443366.5 119 2333190.0 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do FPM,AR,1.8233051300048828,"108 5723437.0 109 8206331.0 110 4764252.0 111 5185452.5 112 5723437.0 113 5744371.0 114 6675501.0 115 4764252.0 116 4764141.0 117 4354527.0 118 5723437.0 119 8206331.0 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,HWES,0.774681568145752,"108 9509919.0 109 8271521.5 110 8211703.0 111 9155491.0 112 9417453.0 113 9730987.0 114 9417464.0 115 9417464.0 116 9417464.0 117 9368969.0 118 9241589.0 119 9368969.0 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,AR,1.7168102264404297,"108 4.105951e+06 109 1.439422e+06 110 2.839856e+06 111 3.228390e+06 112 2.030352e+06 113 1.013133e+06 114 7.764568e+05 115 4.571722e+05 116 3.112065e+05 117 2.776974e+05 118 2.857788e+05 119 3.284006e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ITR,XGBoost,2.1252479553222656,"108 23528.255859 109 23512.974609 110 22802.658203 111 22749.695312 112 22966.425781 113 22808.515625 114 22916.835938 115 22858.859375 116 21687.205078 117 19737.173828 118 22719.181641 119 21687.205078 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Transferencias LC 61_1989,AR,0.8961319923400879,"60 74999.132812 61 83106.289062 62 72286.398438 63 78451.757812 64 75737.296875 65 75395.367188 66 75551.914062 67 72493.984375 68 72846.289062 69 71960.046875 70 72295.523438 71 71677.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,IPTU,AR,2.080091714859009,"108 4816.949219 109 30782.759766 110 125462.820312 111 16825.062500 112 13095.145508 113 15506.410156 114 15506.410156 115 10335.073242 116 10335.073242 117 13095.145508 118 18079.470703 119 11893.103516 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,ISS,XGBoost,1.5980007648468018,"108 49739.851562 109 49739.851562 110 49739.851562 111 49739.851562 112 49740.078125 113 49740.089844 114 49739.851562 115 50773.777344 116 49739.851562 117 49739.851562 118 49669.632812 119 49739.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,ITBI,AR,1.8249459266662598,"99 10245.414062 100 7638.064941 101 13985.112305 102 9171.674805 103 9134.952148 104 7002.198242 105 12703.929688 106 16523.232422 107 17830.140625 108 17830.021484 109 21319.912109 110 9730.958008 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,IRRF,XGBoost,0.7848489284515381,"108 40556.214844 109 64130.136719 110 64130.136719 111 64130.136719 112 64130.136719 113 64130.136719 114 64130.136719 115 80856.015625 116 64252.394531 117 64130.136719 118 80856.015625 119 80856.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do FPM,AR,1.002697229385376,"108 1235986.750 109 1893770.375 110 1120307.750 111 1160347.500 112 1236000.750 113 1258101.875 114 1236052.375 115 1120307.750 116 1120307.500 117 961894.500 118 1236000.750 119 1893770.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,HWES,0.870208740234375,"108 643309.3750 109 642884.2500 110 644512.9375 111 706807.0000 112 756048.3750 113 735998.9375 114 735136.2500 115 737515.6250 116 735383.6250 117 760259.4375 118 736169.4375 119 759016.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,AR,1.65415358543396,"108 192781.093750 109 71487.148438 110 68567.375000 111 87547.023438 112 87547.023438 113 50547.406250 114 38416.968750 115 30387.472656 116 22174.400391 117 19489.042969 118 18739.484375 119 87476.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do ITR,MLP,2.294896125793457,"102 24252.063420 103 23333.715053 104 23502.321425 105 27591.544820 106 34178.976377 107 37893.906556 108 41964.017610 109 48641.219528 110 68796.849175 111 224859.241407 112 82252.077591 113 77703.004324 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Transferencias LC 61_1989,SES,2.0799708366394043,"108 6545.310547 109 5749.931152 110 5811.419922 111 5027.550781 112 6191.564941 113 5705.509277 114 5733.365723 115 5379.706543 116 5373.839355 117 5063.002930 118 5810.275879 119 6259.580078 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,IPTU,XGBoost,1.6935155391693115,"108 3.870756e+05 109 3.907588e+05 110 3.934971e+05 111 2.331887e+05 112 2.283889e+05 113 1.790005e+06 114 2.340232e+05 115 2.317545e+05 116 1.642135e+05 117 1.650066e+05 118 1.649948e+05 119 1.321371e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,ISS,SES,1.1596615314483643,"108 3.914856e+05 109 3.892730e+05 110 3.893068e+05 111 3.892730e+05 112 4.154587e+05 113 4.005121e+05 114 4.005121e+05 115 3.934892e+05 116 3.962292e+05 117 2.294842e+06 118 4.675132e+05 119 4.702220e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,ITBI,XGBoost,1.0417633056640625,"108 112894.500000 109 90608.968750 110 112918.039062 111 89572.531250 112 89541.781250 113 90750.179688 114 90409.156250 115 112856.015625 116 90526.273438 117 90831.906250 118 89490.078125 119 91366.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,IRRF,SARIMAX,0.8443491458892822,"108 329119.25000 109 336107.71875 110 336203.56250 111 336096.90625 112 336203.56250 113 336173.37500 114 336173.37500 115 336173.37500 116 336173.37500 117 336173.37500 118 559706.37500 119 336203.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do FPM,AR,1.0038704872131348,"108 2035209.625 109 3787537.250 110 1983264.875 111 2316356.250 112 2437110.250 113 2476953.750 114 3787537.250 115 1983264.875 116 1994760.875 117 1897208.625 118 2437110.250 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,HWES,0.8008215427398682,"108 2294231.750 109 2045035.750 110 2021499.125 111 2266017.500 112 2339789.750 113 2261111.000 114 2264312.500 115 2304683.000 116 2304683.000 117 2332067.250 118 2267023.500 119 2332067.250 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,AR,1.6414167881011963,"108 961603.625000 109 287544.468750 110 271572.593750 111 863664.500000 112 197802.734375 113 149130.562500 114 84405.609375 115 95512.617188 116 71323.976562 117 43314.453125 118 43311.289062 119 961603.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ITR,SARIMAX,1.2803311347961426,"101 396.545868 102 1440.916992 103 1474.085205 104 1910.937378 105 1903.044556 106 1889.971191 107 1906.203857 108 1899.944458 109 3601.002930 110 4205.104492 111 549.541260 112 549.570068 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Transferencias LC 61_1989,HWES,1.5317294597625732,"96 17843.960938 97 17949.292969 98 18904.951172 99 16716.662109 100 15696.555664 101 18198.830078 102 16685.449219 103 16605.292969 104 17677.658203 105 21752.000000 106 18908.433594 107 18315.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,IPTU,MLP,2.881019353866577,"106 36344.067768 107 66990.969732 108 42727.975827 109 10222.970205 110 5156.223569 111 6817.809694 112 7035.457365 113 7319.063483 114 5472.701257 115 5211.018204 116 5301.882558 117 6528.593808 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,ISS,SARIMAX,1.0590617656707764,"108 57475.632812 109 215945.468750 110 215933.718750 111 215933.718750 112 215933.718750 113 54137.703125 114 215933.500000 115 215933.718750 116 215933.718750 117 215933.718750 118 47557.386719 119 215933.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,ITBI,MLP,2.3716723918914795,"107 44416.282398 108 46955.074166 109 46887.870330 110 44447.879328 111 47320.148956 112 51969.741922 113 47334.589935 114 49343.132685 115 48959.365866 116 49494.951315 117 52469.051688 118 60242.306370 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,IRRF,MLP,1.741506814956665,"96 34494.107687 97 36814.290009 98 38522.558576 99 39913.448783 100 38941.522557 101 39210.415506 102 38398.391920 103 39089.348072 104 37977.824704 105 37610.591041 106 39253.099571 107 46274.676994 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do FPM,HWES,1.031059980392456,"108 1.227694e+06 109 1.893906e+06 110 1.047820e+06 111 1.143114e+06 112 1.228766e+06 113 1.249571e+06 114 1.228765e+06 115 1.047820e+06 116 1.046584e+06 117 9.303276e+05 118 1.228766e+06 119 1.893906e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,HWES,0.8652799129486084,"108 625279.6875 109 617864.0625 110 610284.0000 111 620457.8125 112 573535.5000 113 627661.8750 114 615478.9375 115 614074.4375 116 612993.8125 117 567526.6250 118 613584.5000 119 567436.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,AR,1.6537702083587646,"108 145546.062500 109 35010.992188 110 35010.992188 111 145415.906250 112 40727.710938 113 23248.097656 114 22844.330078 115 14780.509766 116 9680.527344 117 6608.470215 118 8209.680664 119 245166.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ITR,AR,1.8554351329803467,"93 138.643158 94 133.738800 95 137.997070 96 174.504486 97 140.258148 98 133.673492 99 133.156509 100 137.674026 101 1922.114624 102 1940.488525 103 56.050365 104 35.409229 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Transferencias LC 61_1989,HWES,1.7116155624389648,"108 6289.939941 109 5248.760742 110 5108.305664 111 5125.256348 112 5195.297852 113 5118.198242 114 5193.196777 115 5197.742188 116 5132.572754 117 5552.894043 118 5108.305664 119 5732.350098 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,IPTU,XGBoost,1.7379555702209473,"108 4896.935547 109 8347.119141 110 9196.541992 111 23950.351562 112 7842.821289 113 15321.094727 114 39412.500000 115 40960.984375 116 38644.691406 117 8902.367188 118 44851.039062 119 45269.324219 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,ISS,XGBoost,1.481083631515503,"108 64219.183594 109 64873.882812 110 64456.097656 111 64873.882812 112 55497.644531 113 64873.882812 114 64287.847656 115 64387.460938 116 64287.847656 117 64061.476562 118 64873.882812 119 64873.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,ITBI,XGBoost,1.3177778720855713,"108 7800.084961 109 10265.228516 110 14527.357422 111 10605.166016 112 12800.148438 113 21459.494141 114 15772.692383 115 10041.155273 116 8058.228027 117 20834.691406 118 11039.270508 119 8079.961914 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,IRRF,MLP,1.8297796249389648,"108 37308.236688 109 41353.929858 110 39843.181278 111 42857.434271 112 38906.832206 113 40006.891493 114 41771.449157 115 38382.636315 116 40005.937499 117 41212.536518 118 38553.724181 119 45292.533083 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do FPM,HWES,1.0315523147583008,"108 1.334070e+06 109 1.893769e+06 110 1.106533e+06 111 1.142082e+06 112 1.334176e+06 113 1.246978e+06 114 1.334176e+06 115 1.106533e+06 116 1.016838e+06 117 1.016838e+06 118 1.539242e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,HWES,1.518667221069336,"108 909052.9375 109 877128.0000 110 900562.3750 111 900876.2500 112 925258.0625 113 908912.0000 114 917139.8750 115 924672.0625 116 924672.0625 117 925258.0625 118 906813.1875 119 924010.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,AR,1.984358310699463,"108 193836.500000 109 56716.441406 110 30827.718750 111 161883.812500 112 26921.302734 113 22429.716797 114 17586.384766 115 16108.469727 116 20523.835938 117 20523.835938 118 17588.775391 119 304780.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ITR,XGBoost,1.2968981266021729,"88 168.346436 89 182.468903 90 186.804703 91 186.804703 92 92.037231 93 174.351654 94 271.120239 95 284.250244 96 286.855865 97 87.342484 98 1602.858154 99 12.567332 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Transferencias LC 61_1989,HWES,1.1814885139465332,"108 5286.023926 109 5401.678223 110 5656.547363 111 6001.821289 112 6568.290527 113 6111.296875 114 5958.053711 115 5753.414062 116 6633.885742 117 6248.605469 118 6169.652344 119 6535.533691 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,IPTU,HWES,1.7770538330078125,"108 16198.652344 109 16644.808594 110 116441.390625 111 87038.648438 112 12752.756836 113 15518.439453 114 12746.401367 115 14684.022461 116 11419.724609 117 10217.924805 118 11216.817383 119 9328.594727 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,ISS,SARIMAX,0.9365627765655518,"108 130136.906250 109 130739.304688 110 130386.226562 111 130140.398438 112 130386.226562 113 131126.328125 114 130140.398438 115 131126.328125 116 130136.906250 117 131126.328125 118 130140.398438 119 131126.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,ITBI,AR,0.8591647148132324,"108 13779.854492 109 14559.597656 110 10370.403320 111 1479.252563 112 9051.765625 113 4553.773926 114 8304.489258 115 3284.394531 116 10872.248047 117 11858.255859 118 13252.730469 119 4553.773926 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,IRRF,SARIMAX,0.8578982353210449,"107 146384.781250 108 147280.281250 109 147280.281250 110 147280.281250 111 147153.421875 112 147221.796875 113 147153.421875 114 147280.281250 115 147221.796875 116 146710.015625 117 147155.468750 118 147280.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do FPM,HWES,1.6201226711273193,"108 1398982.625 109 1893769.500 110 1130048.250 111 1188368.125 112 1398983.500 113 1401845.000 114 1398983.500 115 1130048.250 116 1132617.500 117 1080274.375 118 1398983.500 119 1893769.500 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,HWES,0.9274179935455322,"108 872383.2500 109 855597.1875 110 855777.2500 111 854929.5000 112 866501.0625 113 850911.0625 114 854929.5000 115 878323.9375 116 854929.5625 117 866501.0625 118 850911.8750 119 866501.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,AR,0.9651477336883545,"107 184348.890625 108 127065.210938 109 191245.656250 110 184351.359375 111 128148.671875 112 69713.226562 113 75244.773438 114 18458.607422 115 13677.337891 116 29596.240234 117 13677.337891 118 184209.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ITR,AR,2.0259437561035156,"75 10093.787109 76 170145.703125 77 170466.437500 78 13567.898438 79 13830.860352 80 170281.421875 81 13575.596680 82 170376.921875 83 233485.609375 84 235910.281250 85 233035.531250 86 13654.075195 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Transferencias LC 61_1989,XGBoost,0.9670991897583008,"84 6699.564453 85 5934.333496 86 6752.831543 87 7359.847656 88 7143.152344 89 7380.971680 90 6964.508789 91 6537.915527 92 7745.414062 93 7280.025879 94 6685.707031 95 6964.508789 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,IPTU,AR,1.4343457221984863,"107 1.336771e+05 108 3.602818e+05 109 4.384103e+06 110 4.557952e+05 111 4.557952e+05 112 6.074471e+05 113 4.502872e+05 114 6.262108e+05 115 6.198599e+05 116 6.262108e+05 117 6.262106e+05 118 4.557951e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,ISS,MLP,0.9370687007904053,"108 524239.183112 109 492310.580788 110 508131.646523 111 543908.273315 112 508038.062731 113 544641.520033 114 541932.700567 115 537372.326585 116 473067.249081 117 486690.911797 118 491564.711219 119 570703.662348 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,ITBI,AR,1.6727502346038818,"108 139890.296875 109 139890.109375 110 149112.796875 111 149112.781250 112 149112.796875 113 149063.609375 114 149280.281250 115 147399.796875 116 150655.000000 117 149138.875000 118 240627.890625 119 240627.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,IRRF,XGBoost,0.9570438861846924,"108 565023.3750 109 565293.8125 110 565293.8125 111 565293.8125 112 565293.8125 113 565293.8125 114 565293.8125 115 565293.8125 116 565381.8125 117 565293.8125 118 565293.8125 119 565293.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do FPM,AR,0.8816859722137451,"108 2537237.250 109 3787505.000 110 2089851.875 111 2259904.750 112 2469226.500 113 2503552.000 114 2483511.000 115 2089851.875 116 2089865.375 117 2045228.125 118 2469226.500 119 3787505.000 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,HWES,0.792870283126831,"108 3784749.25 109 3522010.25 110 3549340.25 111 3772444.00 112 3772444.25 113 3579499.25 114 3772446.75 115 3772311.75 116 3772315.75 117 3768755.75 118 3778376.50 119 3767331.25 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,AR,1.58565354347229,"108 1.434164e+06 109 3.610152e+05 110 1.337657e+06 111 1.401098e+06 112 1.378577e+06 113 4.963131e+05 114 4.963131e+05 115 2.063012e+05 116 1.244676e+05 117 8.312045e+04 118 5.727657e+04 119 1.432686e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do ITR,SES,2.1063015460968018,"107 488.586761 108 534.317993 109 397.342560 110 -7633.223145 111 505.884796 112 604.539246 113 131.744217 114 272.126404 115 148.531296 116 203.557709 117 217.169586 118 215.887711 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Transferencias LC 61_1989,HWES,1.4693315029144287,"107 27479.625000 108 19434.732422 109 21302.710938 110 21297.025391 111 26613.609375 112 22374.357422 113 19938.460938 114 20539.527344 115 156736.500000 116 29162.087891 117 31478.580078 118 30285.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,IPTU,SARIMAX,2.5629069805145264,"108 1.249141e+07 109 3.015580e+06 110 2.240673e+06 111 2.201842e+06 112 2.240671e+06 113 2.201842e+06 114 2.315911e+06 115 2.201844e+06 116 2.237662e+06 117 2.201844e+06 118 2.315910e+06 119 1.370264e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,ISS,SARIMAX,0.7917993068695068,"108 413491.03125 109 413491.03125 110 413491.03125 111 413491.03125 112 429723.87500 113 413491.03125 114 429723.87500 115 413491.03125 116 429723.87500 117 413491.03125 118 431188.71875 119 415771.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,ITBI,XGBoost,0.7844862937927246,"108 9.790572e+05 109 1.069814e+06 110 1.072972e+06 111 9.242082e+05 112 1.019283e+06 113 9.269561e+05 114 9.301965e+05 115 1.081089e+06 116 1.008624e+06 117 1.081543e+06 118 9.309429e+05 119 1.079259e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,IRRF,SARIMAX,0.7642405033111572,"108 338753.87500 109 339366.71875 110 338879.75000 111 338879.75000 112 664995.87500 113 664995.87500 114 349290.12500 115 664995.87500 116 664995.87500 117 682211.75000 118 682211.75000 119 682211.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do FPM,MLP,0.8839011192321777,"107 3.629268e+06 108 3.058518e+06 109 3.379367e+06 110 2.718922e+06 111 2.902862e+06 112 3.066583e+06 113 2.618290e+06 114 5.119599e+06 115 3.026688e+06 116 2.965210e+06 117 3.350000e+06 118 4.274554e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,HWES,0.8837890625,"108 736285.8125 109 642238.2500 110 638976.8125 111 799189.3125 112 788475.4375 113 721157.3750 114 812530.2500 115 788445.0000 116 729108.1250 117 788456.5000 118 721101.5000 119 788456.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,AR,1.5119547843933105,"107 577390.937500 108 497021.500000 109 545856.750000 110 579881.187500 111 579881.187500 112 351875.156250 113 344528.812500 114 227169.078125 115 85609.171875 116 163178.656250 117 85604.148438 118 645065.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Transferencias LC 61_1989,AR,2.4286208152770996,"72 6586.472168 73 6563.549805 74 6891.340820 75 6801.061035 76 6455.643066 77 7023.976074 78 6685.553223 79 6455.618652 80 6872.426270 81 9268.234375 82 6849.013184 83 6722.573730 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,IPTU,MLP,2.696943759918213,"108 2099.214772 109 13231.161136 110 113570.562986 111 7114.665065 112 5002.536238 113 5660.776999 114 5354.279918 115 4060.713627 116 3627.998459 117 3359.620298 118 4345.457097 119 9466.850997 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,ISS,XGBoost,1.417572021484375,"108 21226.445312 109 21195.914062 110 21219.320312 111 21226.445312 112 21230.625000 113 21230.625000 114 21230.625000 115 21226.445312 116 21230.625000 117 21219.320312 118 21219.320312 119 21219.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,ITBI,AR,0.9348790645599365,"104 17716.648438 105 17200.808594 106 13699.266602 107 18307.865234 108 9934.108398 109 16270.407227 110 9613.521484 111 9891.499023 112 131.965469 113 9979.615234 114 9976.377930 115 3159.064209 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,IRRF,SARIMAX,2.4274802207946777,"108 59751.839844 109 69554.398438 110 69554.398438 111 69554.398438 112 59751.839844 113 69554.398438 114 69554.398438 115 59751.839844 116 69554.398438 117 59751.839844 118 69554.398438 119 69554.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do FPM,HWES,1.3618993759155273,"108 1.233599e+06 109 1.893769e+06 110 1.009951e+06 111 1.035770e+06 112 1.233599e+06 113 1.233600e+06 114 1.893769e+06 115 1.009951e+06 116 1.009951e+06 117 9.702738e+05 118 1.233599e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,HWES,0.794945478439331,"108 329196.06250 109 334462.34375 110 328709.65625 111 380027.87500 112 417884.37500 113 389631.50000 114 385116.37500 115 385116.37500 116 415795.81250 117 412054.53125 118 399165.75000 119 412054.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,HWES,1.7320663928985596,"108 82357.328125 109 13038.787109 110 22155.492188 111 30341.011719 112 30459.292969 113 13149.685547 114 2697.520752 115 3040.709717 116 1395.172363 117 6737.273926 118 3083.098877 119 82399.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ITR,MLP,2.0186522006988525,"98 -120.091657 99 328.722234 100 1508.907694 101 -210.183269 102 -102.194522 103 -109.955285 104 -136.255527 105 -232.985982 106 617.944258 107 1787.469182 108 -226.877450 109 -322.151616 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,IPTU,SARIMAX,2.2977294921875,"108 7588.656738 109 7513.116211 110 9123.988281 111 60316.207031 112 225562.062500 113 60316.257812 114 81561.765625 115 48615.386719 116 7375.870117 117 59763.792969 118 10926.389648 119 9097.676758 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,ISS,MLP,1.5418498516082764,"108 25825.482791 109 28198.156206 110 27706.282085 111 28141.741574 112 25824.281807 113 29848.070977 114 26114.368761 115 25523.003309 116 29764.383787 117 31226.165666 118 33695.635690 119 29627.453073 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,ITBI,MLP,3.0159356594085693,"108 57995.703396 109 72478.317524 110 76561.176830 111 82528.520407 112 92897.476199 113 134105.763375 114 95645.571811 115 281736.361254 116 103889.008290 117 111081.142857 118 119017.088068 119 124174.019052 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,IRRF,SARIMAX,1.2556157112121582,"108 181549.187500 109 110577.500000 110 110577.500000 111 110577.500000 112 110575.054688 113 110577.500000 114 110575.054688 115 110575.054688 116 110575.054688 117 110577.500000 118 110577.500000 119 181521.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do FPM,MLP,3.7617905139923096,"108 1.572124e+06 109 1.962948e+06 110 1.552086e+06 111 1.653983e+06 112 1.742845e+06 113 1.495161e+06 114 2.212768e+06 115 1.584769e+06 116 1.606886e+06 117 1.571154e+06 118 1.766517e+06 119 2.241236e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,HWES,0.8725063800811768,"108 9.884324e+05 109 8.948355e+05 110 9.406053e+05 111 9.875451e+05 112 9.645410e+05 113 1.006452e+06 114 9.875451e+05 115 9.882308e+05 116 9.875451e+05 117 9.645410e+05 118 1.006452e+06 119 9.645410e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,AR,1.6033248901367188,"108 106977.320312 109 76866.484375 110 93492.875000 111 106977.320312 112 101456.515625 113 50458.828125 114 32400.882812 115 13380.547852 116 13380.547852 117 7722.465332 118 4666.056152 119 101456.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do ITR,XGBoost,2.8802742958068848,"107 2223.108643 108 2972.704834 109 2734.996094 110 1896.788208 111 1830.482178 112 13535.174805 113 14014.291016 114 1896.685425 115 22512.369141 116 15432.666016 117 12644.624023 118 1707.729370 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,IPTU,XGBoost,2.2695932388305664,"108 1.535738e+05 109 1.091727e+05 110 1.159854e+05 111 1.191703e+05 112 2.862925e+06 113 2.862924e+06 114 2.862925e+06 115 2.862925e+06 116 2.862927e+06 117 2.862927e+06 118 1.379644e+05 119 1.159854e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,ISS,SARIMAX,1.2501308917999268,"108 693698.8750 109 693698.8750 110 693698.8750 111 693877.4375 112 693698.8750 113 693877.4375 114 693877.4375 115 693877.4375 116 693698.8750 117 693698.8750 118 693877.4375 119 693877.4375 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,ITBI,AR,0.9454824924468994,"108 74606.468750 109 73204.281250 110 62423.148438 111 89642.273438 112 110820.164062 113 110449.414062 114 89700.476562 115 84567.195312 116 67355.578125 117 67623.375000 118 75708.437500 119 63130.429688 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,IRRF,SARIMAX,1.7706665992736816,"108 579263.75 109 579222.75 110 579222.75 111 579222.75 112 579222.75 113 579222.75 114 579222.75 115 579222.75 116 579222.75 117 579222.75 118 579222.75 119 579222.75 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do FPM,HWES,0.8912630081176758,"108 2330098.000 109 3777667.250 110 2439889.250 111 2331557.250 112 1947508.625 113 3621855.000 114 2328638.750 115 2439889.250 116 2439843.500 117 1940761.125 118 2328692.500 119 3621855.000 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,HWES,1.016878366470337,"108 2531232.75 109 2293352.50 110 2341258.00 111 2419763.75 112 2625369.50 113 2577637.75 114 2501766.25 115 2470822.75 116 2470822.75 117 2613070.25 118 2473202.75 119 2613070.25 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,SARIMAX,1.5842475891113281,"108 1.236378e+06 109 5.669208e+05 110 5.669208e+05 111 1.253231e+06 112 5.514670e+05 113 2.970502e+05 114 2.464916e+05 115 2.550276e+05 116 2.427277e+05 117 9.692536e+04 118 5.916316e+04 119 1.236435e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do ITR,AR,1.6926114559173584,"95 15949.720703 96 19840.589844 97 14478.773438 98 15661.249023 99 14660.804688 100 16721.439453 101 14660.804688 102 59370.949219 103 102621.085938 104 102613.328125 105 59370.949219 106 59374.738281 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Transferencias LC 61_1989,HWES,1.250396490097046,"108 23450.839844 109 23720.308594 110 18364.375000 111 23267.419922 112 18514.716797 113 22631.867188 114 25916.783203 115 18593.771484 116 18404.173828 117 25407.044922 118 18289.355469 119 28357.244141 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,IPTU,SARIMAX,1.6915669441223145,"101 2553.036133 102 6125.858398 103 2789.580811 104 3057.363037 105 88767.218750 106 48529.281250 107 3142.140137 108 4854.960938 109 3016.748291 110 3348.517822 111 6827.179688 112 4968.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,ISS,XGBoost,1.3321983814239502,"108 97578.000000 109 75914.281250 110 75914.281250 111 75914.281250 112 85489.250000 113 75914.281250 114 85484.289062 115 85502.406250 116 75914.281250 117 75914.281250 118 75914.281250 119 75914.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,ITBI,MLP,1.791116714477539,"99 13169.903827 100 13819.700687 101 14240.024438 102 14685.004133 103 15231.800591 104 15607.641917 105 16033.221518 106 15393.257812 107 14733.126782 108 14284.576788 109 15138.290839 110 15148.966412 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,IRRF,SARIMAX,1.0561833381652832,"108 104237.851562 109 57927.828125 110 104237.851562 111 104237.851562 112 104237.851562 113 104237.851562 114 104237.851562 115 58548.941406 116 104237.851562 117 58548.941406 118 104237.851562 119 104237.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do FPM,HWES,0.9912207126617432,"108 1.218550e+06 109 1.893789e+06 110 1.109577e+06 111 1.153271e+06 112 1.219146e+06 113 1.240790e+06 114 1.219146e+06 115 1.109577e+06 116 1.109577e+06 117 9.665487e+05 118 1.219146e+06 119 1.893789e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,HWES,0.760612964630127,"108 575747.4375 109 524721.4375 110 526115.5000 111 565851.7500 112 571447.4375 113 555104.4375 114 565851.7500 115 571301.2500 116 571301.2500 117 563066.4375 118 571447.4375 119 546639.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,AR,1.5316755771636963,"106 138512.390625 107 30321.146484 108 75379.187500 109 152136.406250 110 74008.421875 111 31879.187500 112 28501.435547 113 12525.381836 114 10747.137695 115 13214.196289 116 11241.000977 117 139824.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ITR,MLP,2.654344320297241,"97 2804.976623 98 2979.133623 99 3360.495118 100 3818.378452 101 4323.284260 102 4796.986042 103 5409.087401 104 6220.508189 105 11336.724158 106 25956.607138 107 7027.380625 108 7557.653770 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Transferencias LC 61_1989,HWES,1.6742346286773682,"108 4902.093262 109 5103.571289 110 4326.820801 111 4618.667969 112 4520.054688 113 4681.931152 114 4457.850586 115 4590.087402 116 4453.968750 117 4584.786133 118 4382.436523 119 4502.077148 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,SARIMAX,0.7552461624145508,"96 16591.328125 97 13954.072266 98 57565.109375 99 258779.015625 100 264222.968750 101 264424.656250 102 276774.656250 103 266772.593750 104 266777.500000 105 266574.625000 106 266489.125000 107 264620.218750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,ISS,MLP,1.736231803894043,"108 32726.146028 109 35702.651235 110 35381.413337 111 35949.177555 112 35924.786097 113 37391.466639 114 37194.254172 115 36709.623463 116 37565.843121 117 38306.091629 118 36411.896884 119 37186.321251 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,AR,3.0656726360321045,"107 2312.192627 108 10112.147461 109 7541.650391 110 15834.240234 111 8295.904297 112 5182.413574 113 17399.480469 114 7136.727051 115 13346.597656 116 3910.177734 117 5930.398438 118 5140.120117 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,IRRF,SARIMAX,1.0801801681518555,"108 99986.156250 109 99986.148438 110 99986.148438 111 183236.125000 112 99986.148438 113 99986.148438 114 99986.156250 115 99986.156250 116 99986.156250 117 99986.148438 118 99986.148438 119 183236.125000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do FPM,MLP,0.9092438220977783,"108 1.264903e+06 109 1.457670e+06 110 1.160376e+06 111 1.233941e+06 112 1.297956e+06 113 1.262075e+06 114 1.402032e+06 115 1.185352e+06 116 1.202226e+06 117 1.175963e+06 118 1.317102e+06 119 1.659724e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,HWES,1.6243798732757568,"108 840036.1875 109 739804.2500 110 751108.7500 111 843526.9375 112 874230.7500 113 850212.7500 114 843526.9375 115 843533.1250 116 843533.1250 117 842319.0000 118 850215.0000 119 842319.0000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,AR,1.7083327770233154,"108 162499.968750 109 22772.234375 110 33067.468750 111 67696.085938 112 73147.828125 113 12958.532227 114 9809.422852 115 12074.991211 116 4403.626465 117 12383.187500 118 4403.626465 119 162499.968750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ITR,XGBoost,1.1677851676940918,"77 160.661133 78 179.550964 79 3554.227051 80 3799.279785 81 7374.001953 82 7453.262207 83 7448.715820 84 7449.688477 85 7446.812012 86 7453.630371 87 7449.726562 88 7448.767090 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Transferencias LC 61_1989,SES,0.844113826751709,"60 4597.108398 61 5955.094727 62 7102.391602 63 7043.787109 64 7090.651367 65 7684.150879 66 7764.052246 67 7090.651367 68 7071.777832 69 4588.406738 70 7069.392578 71 7604.620605 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,IPTU,MLP,0.7731988430023193,"106 73916.222220 107 74231.113104 108 75808.507677 109 78511.353346 110 158181.054050 111 127311.302297 112 83455.220130 113 87158.844094 114 85277.360296 115 78161.316434 116 80905.492809 117 85066.523217 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,ISS,MLP,1.1630375385284424,"108 134482.307078 109 115810.294318 110 192098.300406 111 156923.079369 112 99797.179873 113 125558.730984 114 122399.477263 115 106746.961307 116 43633.891416 117 122331.690207 118 107243.255760 119 151486.157792 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,ITBI,AR,0.9302361011505127,"108 50025.714844 109 139600.203125 110 48290.605469 111 50342.058594 112 88602.914062 113 47097.660156 114 49154.414062 115 88804.648438 116 89151.906250 117 30360.136719 118 31850.894531 119 48850.574219 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,IRRF,XGBoost,0.9731905460357666,"108 321888.15625 109 320911.34375 110 321057.84375 111 321057.84375 112 321057.84375 113 321057.84375 114 321057.84375 115 322982.87500 116 341302.31250 117 322982.87500 118 322985.56250 119 341302.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do FPM,HWES,1.6038835048675537,"108 1799219.875 109 2525032.250 110 1390025.750 111 1461463.000 112 1800098.000 113 1820373.500 114 1799879.375 115 1390025.750 116 1390061.125 117 1322542.250 118 1800098.000 119 2525032.250 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,HWES,0.8465468883514404,"108 2334009.50 109 2189179.50 110 2167489.00 111 2370002.75 112 2427321.50 113 2334009.75 114 2344443.00 115 2382063.75 116 2382063.75 117 2382065.50 118 2382065.50 119 2427321.50 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,MLP,0.9344587326049805,"99 136593.872141 100 217934.595125 101 240363.076198 102 200972.085550 103 213879.134836 104 204233.913001 105 147406.939098 106 143375.014324 107 141490.540747 108 133256.804492 109 132050.955747 110 191785.004486 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Transferencias LC 61_1989,XGBoost,0.8397541046142578,"108 19776.787109 109 17795.087891 110 20070.783203 111 21336.169922 112 21421.136719 113 21982.734375 114 19634.980469 115 21073.373047 116 22175.888672 117 21067.380859 118 21918.650391 119 21476.064453 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,AR,1.7245125770568848,"105 -1653.502563 106 -1567.452637 107 -1577.001709 108 66770.273438 109 279125.468750 110 88291.304688 111 88380.195312 112 97981.132812 113 -1233.998169 114 -1339.444702 115 7139.042480 116 -1855.840820 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,AR,1.0467984676361084,"108 173641.343750 109 173655.546875 110 173599.234375 111 174660.125000 112 173641.343750 113 174660.125000 114 173642.281250 115 178508.796875 116 178508.796875 117 178508.796875 118 178503.750000 119 173642.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,HWES,1.0487470626831055,"108 40245.687500 109 38932.027344 110 40245.687500 111 40245.738281 112 41870.238281 113 28631.386719 114 59267.210938 115 41870.238281 116 35913.820312 117 41017.476562 118 38932.050781 119 38932.027344 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,IRRF,MLP,3.333444356918335,"107 116170.572374 108 124980.572049 109 130040.445219 110 131091.949622 111 133359.613626 112 136969.940085 113 141985.677005 114 147568.756917 115 152143.657499 116 157749.702606 117 161085.666295 118 171705.642632 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do FPM,HWES,1.4336092472076416,"108 1625194.250 109 1893768.625 110 1625194.250 111 1667677.125 112 1888140.875 113 1886728.375 114 1893768.625 115 1625194.250 116 1625194.250 117 1448366.875 118 1888140.875 119 1893901.875 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,HWES,0.8918001651763916,"108 1076517.125 109 1074640.625 110 1144558.625 111 1135597.250 112 1136926.500 113 1135866.625 114 1135597.250 115 1145382.875 116 1145382.875 117 1135597.250 118 1136926.500 119 1142895.875 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,AR,1.6200168132781982,"108 395086.968750 109 171377.796875 110 217761.203125 111 223668.703125 112 185088.921875 113 61992.523438 114 56800.070312 115 38981.101562 116 36189.371094 117 17919.654297 118 17577.371094 119 394364.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ITR,XGBoost,1.4814825057983398,"97 417.378632 98 531.046326 99 226.433365 100 588.456360 101 421.329132 102 526.631531 103 526.825134 104 426.231903 105 821.691162 106 687.561707 107 44.630363 108 46.929188 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Transferencias LC 61_1989,AR,0.8775794506072998,"60 8844.087891 61 9254.508789 62 10411.652344 63 8872.248047 64 8921.805664 65 8908.643555 66 8907.328125 67 10488.891602 68 9019.982422 69 4743.722656 70 8908.652344 71 4537.595703 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,IPTU,AR,2.071415662765503,"105 10084.742188 106 10945.692383 107 148490.515625 108 81573.195312 109 23458.365234 110 55292.097656 111 29836.863281 112 103139.007812 113 19104.777344 114 19104.167969 115 19101.628906 116 19101.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,ISS,XGBoost,1.2607567310333252,"108 47317.742188 109 47943.511719 110 54083.007812 111 47317.742188 112 47317.742188 113 47317.742188 114 47165.757812 115 47273.906250 116 48496.113281 117 53291.730469 118 36435.199219 119 47691.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,ITBI,MLP,1.5486624240875244,"108 43981.340347 109 37319.460316 110 41762.072898 111 48851.012491 112 70330.227631 113 46946.371910 114 138527.809964 115 44554.492387 116 41237.948796 117 57001.054149 118 56611.079453 119 56565.990269 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,IRRF,SARIMAX,1.9707753658294678,"108 155352.953125 109 95383.929688 110 95958.617188 111 96203.226562 112 96203.226562 113 95958.617188 114 93006.929688 115 95171.093750 116 96203.226562 117 93006.929688 118 96203.226562 119 87565.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do FPM,HWES,1.6871147155761719,"108 1190515.750 109 1893768.625 110 1054013.125 111 1143722.375 112 1190519.625 113 1225884.125 114 1190519.000 115 1054013.125 116 1054013.125 117 926961.875 118 1190519.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,HWES,0.8619983196258545,"108 658123.4375 109 593367.6875 110 593393.5625 111 676905.9375 112 736786.1250 113 684883.2500 114 701173.2500 115 734132.6250 116 734132.6250 117 694412.3750 118 684874.6875 119 694412.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,AR,1.4905810356140137,"108 140674.593750 109 74834.539062 110 107539.765625 111 226440.578125 112 154555.843750 113 70259.687500 114 44113.304688 115 16636.265625 116 45428.527344 117 16695.812500 118 15071.783203 119 135675.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ITR,MLP,1.6056113243103027,"107 10986.371513 108 2595.140959 109 2823.454438 110 2858.576532 111 3101.682512 112 3164.442443 113 3588.263151 114 3896.806542 115 9414.288394 116 44531.491739 117 26254.502523 118 18195.531798 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Transferencias LC 61_1989,AR,0.9228403568267822,"60 6203.365723 61 6065.429199 62 6197.477539 63 6185.300781 64 6204.782715 65 6292.746094 66 6308.291992 67 6204.649902 68 6186.294434 69 6189.475098 70 6200.675293 71 6201.114746 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,IPTU,HWES,2.399186372756958,"108 1.140961e+05 109 2.611054e+05 110 1.485586e+06 111 2.548790e+05 112 2.482294e+05 113 2.488241e+05 114 2.541916e+05 115 2.481070e+05 116 2.136594e+05 117 2.541916e+05 118 2.102081e+05 119 2.541916e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,ISS,XGBoost,1.594374656677246,"108 260251.656250 109 260309.234375 110 260064.093750 111 259668.359375 112 259668.359375 113 258449.625000 114 258448.953125 115 260064.093750 116 259842.328125 117 259582.031250 118 259263.109375 119 258448.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,ITBI,HWES,1.1220908164978027,"108 128616.539062 109 109838.460938 110 109250.156250 111 121060.882812 112 127941.250000 113 92131.445312 114 119801.882812 115 144021.421875 116 120450.398438 117 120450.664062 118 139580.734375 119 119801.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,IRRF,SARIMAX,0.964200496673584,"108 112918.765625 109 201270.968750 110 113478.687500 111 113459.578125 112 113497.328125 113 113089.109375 114 113089.109375 115 113089.109375 116 113089.109375 117 113089.109375 118 113089.109375 119 206813.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do FPM,HWES,1.3981153964996338,"108 1977583.625 109 3781235.500 110 1975177.875 111 2109719.000 112 2313670.500 113 2411174.500 114 3787537.250 115 1975177.875 116 1984389.250 117 1984068.875 118 2313670.500 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,SARIMAX,1.7031564712524414,"108 1820191.500 109 1826611.000 110 1831509.500 111 1820191.500 112 1821162.000 113 1820348.625 114 1820191.500 115 1843592.250 116 1843592.250 117 1821160.875 118 1820191.500 119 1819526.875 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,SARIMAX,0.8003387451171875,"104 567639.500000 105 283666.687500 106 290773.968750 107 314576.187500 108 314576.187500 109 161118.625000 110 137202.046875 111 63301.410156 112 47728.593750 113 54610.238281 114 27728.625000 115 314576.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do ITR,SARIMAX,0.9723060131072998,"107 132354.437500 108 20497.687500 109 28892.404297 110 31722.644531 111 20497.687500 112 34505.941406 113 28320.439453 114 20754.369141 115 31722.644531 116 734941.437500 117 180350.265625 118 145030.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Transferencias LC 61_1989,MLP,1.661912441253662,"108 9221.147896 109 8295.359034 110 8579.029700 111 8821.655267 112 8686.150375 113 8873.786788 114 8910.496394 115 8608.167875 116 8693.378210 117 9685.434153 118 8458.747710 119 8882.609664 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,IPTU,SARIMAX,2.5299532413482666,"91 8305.851562 92 98062.242188 93 98062.242188 94 16117.654297 95 17935.205078 96 16165.745117 97 16109.332031 98 16144.440430 99 16124.878906 100 12724.303711 101 16467.042969 102 11088.479492 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,ISS,XGBoost,1.170621633529663,"92 174497.765625 93 174785.765625 94 174785.765625 95 161510.062500 96 162252.562500 97 161510.062500 98 161646.203125 99 140898.703125 100 161646.203125 101 161646.203125 102 161648.140625 103 163062.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,ITBI,SARIMAX,1.6057758331298828,"92 18133.828125 93 36134.281250 94 36620.113281 95 27002.613281 96 27205.837891 97 28014.068359 98 27641.285156 99 24879.001953 100 28967.658203 101 29742.320312 102 23282.605469 103 18717.673828 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,IRRF,Prophet,1.2685296535491943,"92 65062.054688 93 64509.976562 94 64509.976562 95 64509.976562 96 65062.054688 97 64509.976562 98 64509.976562 99 65062.054688 100 65062.054688 101 65062.054688 102 64509.976562 103 112127.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do FPM,SARIMAX,0.8480579853057861,"92 1220781.625 93 1893568.875 94 1086515.875 95 1218002.000 96 1220572.250 97 1220578.250 98 1635856.125 99 1086515.875 100 1107930.500 101 1081360.750 102 1220572.250 103 1893568.875 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,SES,0.9156765937805176,"92 769135.9375 93 713643.5000 94 747712.7500 95 760547.6875 96 760547.6875 97 807218.9375 98 770439.1875 99 760547.6875 100 760547.6875 101 769898.5625 102 768808.3750 103 755407.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,AR,0.9325931072235107,"92 141418.968750 93 70887.820312 94 76918.734375 95 125824.460938 96 127652.773438 97 67970.867188 98 61569.992188 99 44837.468750 100 44573.367188 101 38802.683594 102 38816.179688 103 245349.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do ITR,MLP,1.49830961227417,"59 5934.478167 60 6379.523928 61 7247.626262 62 8255.020457 63 9358.223186 64 10591.852718 65 12046.762030 66 13881.691219 67 27183.258657 68 48180.804000 69 17238.108090 70 18964.372541 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Transferencias LC 61_1989,SES,2.0674564838409424,"92 5016.046875 93 7661.178711 94 6334.837891 95 6037.290527 96 6031.108398 97 5727.752441 98 5817.388672 99 6007.575684 100 5916.109375 101 4518.227051 102 5867.870117 103 6451.049316 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,IPTU,AR,1.3683960437774658,"70 1657.974365 71 1662.997070 72 1729.571289 73 871.871704 74 1399.674316 75 1476.907349 76 2053.335205 77 1600.490845 78 1601.639038 79 26153.853516 80 1406.755371 81 7984.985840 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.6318798065185547,"108 19106.328125 109 11728.112305 110 16535.646484 111 12622.409180 112 13404.796875 113 13383.928711 114 16572.177734 115 16550.570312 116 16613.859375 117 16613.859375 118 16572.177734 119 16583.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,ITBI,MLP,1.9930036067962646,"102 19823.267713 103 21951.720887 104 23165.544354 105 24006.182396 106 26171.747529 107 26073.286253 108 26879.136948 109 28276.255655 110 30952.191314 111 32918.483927 112 26493.793208 113 30803.689624 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,IRRF,MLP,1.967320442199707,"105 38758.281899 106 39948.240305 107 41744.580930 108 41395.737228 109 42446.526525 110 43317.844062 111 44421.828673 112 45465.965079 113 47179.726980 114 48794.739152 115 50320.309999 116 55578.271558 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do FPM,HWES,1.0716052055358887,"108 1.174565e+06 109 1.893769e+06 110 1.111208e+06 111 1.118159e+06 112 1.597936e+06 113 1.059944e+06 114 1.597936e+06 115 1.111208e+06 116 1.111073e+06 117 9.987184e+05 118 1.597936e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,HWES,1.129345178604126,"108 362142.78125 109 305422.56250 110 325866.71875 111 354066.50000 112 377882.71875 113 367091.00000 114 363972.06250 115 364962.90625 116 360144.25000 117 377483.21875 118 367093.21875 119 376823.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,MLP,1.5306732654571533,"105 80475.942229 106 83293.061560 107 39944.683870 108 54223.120162 109 53778.650775 110 28880.838180 111 19995.876274 112 31140.842000 113 26734.714124 114 21549.888967 115 21837.696582 116 60362.667435 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ITR,MLP,2.1653549671173096,"91 11768.793254 92 11763.862122 93 12920.646929 94 15367.033387 95 15521.520442 96 18268.393314 97 20056.592502 98 25267.706496 99 32281.162856 100 56736.405579 101 23816.093841 102 25923.093325 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Transferencias LC 61_1989,XGBoost,1.0212478637695312,"60 2742.072754 61 2970.681152 62 2689.558105 63 2743.466553 64 3815.801514 65 3814.766602 66 2511.102051 67 3814.766602 68 2622.566162 69 2441.197754 70 3814.795654 71 2480.334229 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,IPTU,XGBoost,2.1287519931793213,"107 75380.531250 108 21425.210938 109 21808.626953 110 21446.292969 111 21836.845703 112 7661.334473 113 5387.768066 114 22617.082031 115 22536.949219 116 22536.949219 117 20532.541016 118 20532.541016 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,ISS,AR,1.2743260860443115,"108 43723.304688 109 41958.417969 110 47427.429688 111 43993.339844 112 44069.386719 113 46885.457031 114 41771.339844 115 43993.339844 116 46672.683594 117 44182.300781 118 43993.339844 119 46025.136719 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,ITBI,Prophet,2.875623941421509,"105 6824.062012 106 8296.276367 107 22804.644531 108 10453.252930 109 10305.407227 110 12934.388672 111 6988.249512 112 3156.743896 113 6777.785645 114 19747.769531 115 4813.953125 116 5299.171387 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,IRRF,SARIMAX,1.2873449325561523,"108 120596.937500 109 120602.593750 110 120630.640625 111 120602.593750 112 120602.593750 113 120630.640625 114 120602.523438 115 120602.593750 116 120602.593750 117 120602.593750 118 120602.593750 119 120630.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do FPM,HWES,1.660069465637207,"108 1.193900e+06 109 1.893771e+06 110 1.046532e+06 111 1.142686e+06 112 1.194093e+06 113 1.223698e+06 114 1.194093e+06 115 1.046532e+06 116 1.046532e+06 117 9.251782e+05 118 1.194093e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,HWES,0.7932324409484863,"108 2269875.25 109 2254981.00 110 2255426.50 111 2273733.50 112 2248033.25 113 2269875.25 114 2289709.75 115 2289709.75 116 2289709.75 117 2289709.75 118 2248033.25 119 2237567.75 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,AR,1.7724361419677734,"108 218127.437500 109 27061.115234 110 54276.738281 111 149112.812500 112 48100.800781 113 15619.551758 114 27063.074219 115 27682.875000 116 10317.648438 117 9047.898438 118 5602.403809 119 218127.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do ITR,XGBoost,1.405808925628662,"84 169.070999 85 161.266586 86 2893.079590 87 2401.461670 88 3847.384033 89 2539.103760 90 2322.127197 91 2372.911621 92 2372.146240 93 2373.625977 94 2372.911621 95 2367.906738 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Transferencias LC 61_1989,HWES,1.1210963726043701,"108 15018.225586 109 14129.047852 110 14687.715820 111 14390.746094 112 14899.214844 113 14436.096680 114 14566.170898 115 15069.146484 116 15516.933594 117 15206.626953 118 14674.656250 119 14882.403320 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,IPTU,SARIMAX,1.7337181568145752,"89 1258.157349 90 69116.765625 91 109583.546875 92 93595.328125 93 1708.916504 94 1699.907959 95 1699.880005 96 -89.952019 97 1079.249146 98 1708.916504 99 -35.714066 100 1655.840576 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,ISS,XGBoost,1.8583693504333496,"108 24268.878906 109 21121.921875 110 24268.878906 111 23930.267578 112 24268.878906 113 24268.878906 114 23930.267578 115 23930.267578 116 23930.267578 117 23942.593750 118 24257.060547 119 24257.060547 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,ITBI,SES,2.554121494293213,"103 18369.179688 104 15508.626953 105 22832.455078 106 19694.572266 107 16752.552734 108 14033.194336 109 14885.854492 110 16752.552734 111 20122.279297 112 14647.355469 113 14597.740234 114 16750.529297 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,IRRF,SARIMAX,2.540724992752075,"108 49755.332031 109 49750.847656 110 49755.332031 111 49750.847656 112 49750.847656 113 49750.847656 114 49750.847656 115 49750.847656 116 49750.847656 117 49755.332031 118 49750.847656 119 49755.332031 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do FPM,HWES,1.0339713096618652,"108 1212657.000 109 1893768.750 110 1089278.000 111 1146932.625 112 1212838.250 113 1227134.250 114 1212838.250 115 1089278.000 116 1089928.625 117 949431.750 118 1212657.500 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,HWES,1.4655344486236572,"108 425341.46875 109 423951.31250 110 423883.93750 111 425217.09375 112 417476.46875 113 426442.50000 114 425217.09375 115 425029.68750 116 425029.68750 117 417476.46875 118 425341.46875 119 417476.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,MLP,1.5566422939300537,"108 80605.162031 109 32247.906208 110 37020.948851 111 54800.219709 112 48695.427011 113 21718.600663 114 23418.994966 115 13600.868831 116 8384.819834 117 10097.057786 118 12741.040125 119 116225.246943 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ITR,AR,1.4458491802215576,"72 185.701141 73 187.590027 74 24.728365 75 21.745646 76 23.054518 77 24.400732 78 54.884384 79 48.127586 80 8.093548 81 58.141853 82 94.283012 83 95.367973 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Transferencias LC 61_1989,SES,1.1728157997131348,"108 3870.986328 109 3230.191162 110 3384.389893 111 3295.191650 112 3281.775146 113 4202.412598 114 4200.979492 115 4137.005371 116 4121.260742 117 3882.367188 118 4220.166504 119 4186.616699 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,IPTU,AR,1.9082484245300293,"102 24129.447266 103 40180.167969 104 39753.394531 105 39753.714844 106 88419.078125 107 146303.328125 108 146304.171875 109 537211.062500 110 225739.296875 111 550529.812500 112 554236.875000 113 552987.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,ISS,SES,0.8648269176483154,"108 93827.007812 109 92998.429688 110 92582.921875 111 93141.085938 112 92672.632812 113 92782.671875 114 94453.062500 115 93336.062500 116 93211.968750 117 93211.968750 118 93211.968750 119 93336.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,ITBI,SES,1.1921982765197754,"108 54605.035156 109 50330.601562 110 52863.148438 111 53256.421875 112 54197.988281 113 52309.441406 114 53256.421875 115 54875.066406 116 47214.152344 117 54871.675781 118 45481.027344 119 49997.707031 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,IRRF,SARIMAX,2.278996229171753,"108 163574.093750 109 89521.031250 110 89521.031250 111 89521.031250 112 89521.031250 113 89521.031250 114 86093.960938 115 84715.304688 116 89521.031250 117 89521.031250 118 89521.031250 119 89521.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do FPM,AR,1.1028847694396973,"108 1.195684e+06 109 1.893769e+06 110 1.006806e+06 111 1.042717e+06 112 1.228416e+06 113 1.197829e+06 114 1.231469e+06 115 1.006806e+06 116 1.003135e+06 117 9.692711e+05 118 1.228416e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,HWES,1.0321900844573975,"108 1281554.375 109 1171401.875 110 1167593.750 111 1313485.500 112 1339190.250 113 1283685.125 114 1340100.875 115 1313485.500 116 1313485.500 117 1350165.000 118 1283569.500 119 1350165.000 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,XGBoost,2.7887988090515137,"108 284010.062500 109 138866.843750 110 138866.843750 111 437558.812500 112 434983.187500 113 109658.781250 114 143282.640625 115 46098.074219 116 46098.074219 117 19330.671875 118 14640.961914 119 292159.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ITR,MLP,2.0839028358459473,"85 10981.500601 86 13201.089160 87 15661.014942 88 19058.207144 89 22332.786421 90 27327.531248 91 31749.127721 92 38499.473027 93 56881.929190 94 75980.189101 95 52892.925493 96 63315.527007 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Transferencias LC 61_1989,XGBoost,1.2176830768585205,"108 10539.832031 109 11116.832031 110 9702.807617 111 9966.757812 112 9801.824219 113 9897.017578 114 9790.063477 115 11617.019531 116 9795.505859 117 8879.306641 118 12644.977539 119 11462.892578 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,SES,1.796558141708374,"105 9565.172852 106 4419.047363 107 89344.101562 108 14566.435547 109 13487.391602 110 99781.906250 111 13487.316406 112 7551.827637 113 14558.414062 114 14517.393555 115 14508.054688 116 1908.706421 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,SARIMAX,1.4832971096038818,"108 22945.443359 109 22498.109375 110 21673.462891 111 22409.412109 112 22406.591797 113 22935.757812 114 22935.757812 115 22646.964844 116 22626.394531 117 22770.396484 118 22945.443359 119 22626.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,Prophet,0.9846575260162354,"106 28197.675781 107 29134.589844 108 34143.511719 109 33749.464844 110 35002.507812 111 14006.315430 112 14006.315430 113 34931.343750 114 35002.507812 115 32274.988281 116 33123.835938 117 14006.315430 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,IRRF,SARIMAX,1.0114402770996094,"108 113677.968750 109 113568.132812 110 113677.968750 111 113677.968750 112 113677.968750 113 113677.968750 114 113677.968750 115 113677.968750 116 113677.968750 117 128608.351562 118 113677.968750 119 128607.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do FPM,HWES,1.0227961540222168,"108 1247560.750 109 1893795.500 110 1116925.750 111 1152324.375 112 1247619.625 113 1269026.625 114 1247610.125 115 1116925.750 116 1116937.250 117 968181.375 118 1247619.625 119 1893795.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,HWES,0.8777914047241211,"108 868457.8125 109 827607.5625 110 838238.0625 111 868334.5625 112 905382.4375 113 867194.0625 114 868257.8125 115 873423.2500 116 873608.7500 117 905382.4375 118 868457.8125 119 905382.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,AR,1.89412260055542,"108 59649.257812 109 34203.625000 110 68367.656250 111 59738.085938 112 69082.117188 113 40844.140625 114 23114.560547 115 21810.388672 116 21290.607422 117 21947.580078 118 16932.009766 119 69619.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ITR,AR,1.8046793937683105,"94 123.677223 95 108.953140 96 53.334423 97 281.960815 98 79.360832 99 74.627281 100 173.398132 101 145.896378 102 365.924011 103 148.549820 104 2.856361 105 1.144849 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Transferencias LC 61_1989,HWES,1.8852572441101074,"108 6609.718750 109 5785.458008 110 6380.934082 111 7328.744141 112 7737.808594 113 7866.045898 114 7588.792480 115 7299.570801 116 7956.095215 117 6878.086914 118 7562.181152 119 7156.695801 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,IPTU,SARIMAX,1.4860236644744873,"98 7697.124023 99 12521.722656 100 173233.578125 101 234619.234375 102 234619.234375 103 181822.140625 104 181094.921875 105 180628.328125 106 175918.781250 107 176618.031250 108 180628.328125 109 174324.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,ISS,SES,1.7914214134216309,"108 116759.921875 109 103269.617188 110 109809.617188 111 110583.609375 112 120037.687500 113 121909.437500 114 120037.687500 115 115421.109375 116 113784.382812 117 113784.382812 118 115421.109375 119 115549.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,ITBI,AR,2.3962037563323975,"108 8827.502930 109 7929.365723 110 8953.263672 111 19591.119141 112 13562.260742 113 10824.714844 114 9055.211914 115 10264.707031 116 10577.082031 117 9841.735352 118 18612.152344 119 10299.193359 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,IRRF,SARIMAX,0.9910647869110107,"108 101967.062500 109 71442.265625 110 71152.953125 111 101967.062500 112 101967.062500 113 101967.062500 114 101967.062500 115 101967.062500 116 101967.062500 117 101967.062500 118 103022.742188 119 101967.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do FPM,HWES,1.4873840808868408,"108 1.243857e+06 109 1.887952e+06 110 1.095674e+06 111 1.150217e+06 112 1.243860e+06 113 1.232246e+06 114 1.243860e+06 115 1.095674e+06 116 1.095674e+06 117 9.752752e+05 118 1.243860e+06 119 1.887952e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,HWES,0.7932002544403076,"108 572692.50000 109 517524.84375 110 519233.09375 111 530756.87500 112 532846.18750 113 515298.62500 114 532133.50000 115 530756.87500 116 530756.87500 117 530756.87500 118 532846.18750 119 531246.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,AR,1.6030309200286865,"108 120608.679688 109 40247.925781 110 106653.093750 111 121452.390625 112 44854.550781 113 23384.447266 114 22732.988281 115 23014.275391 116 37155.230469 117 13185.228516 118 15490.333008 119 106653.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ITR,MLP,1.7855556011199951,"76 5144.021691 77 3133.254837 78 4250.146135 79 4832.958278 80 5491.543395 81 5955.649712 82 6756.941742 83 7682.817017 84 8199.352237 85 5771.476107 86 7084.905292 87 8110.787650 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.7825567722320557,"96 5328.552246 97 5496.737305 98 5307.388672 99 5825.800781 100 9181.833984 101 62703.675781 102 96300.109375 103 181634.171875 104 25672.972656 105 10489.742188 106 8692.740234 107 10556.749023 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,ISS,XGBoost,1.4118778705596924,"96 28818.005859 97 31461.966797 98 31067.763672 99 31461.966797 100 31461.966797 101 31067.763672 102 30654.025391 103 31067.763672 104 31461.966797 105 31461.966797 106 31067.763672 107 31457.822266 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,ITBI,XGBoost,1.9061951637268066,"96 24345.527344 97 24216.753906 98 24315.191406 99 24216.781250 100 24577.613281 101 24233.119141 102 23603.349609 103 24552.570312 104 24253.605469 105 13067.592773 106 13067.592773 107 13076.297852 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,IRRF,MLP,1.474057674407959,"96 47997.175750 97 47464.019526 98 54734.054587 99 50093.350292 100 51421.660796 101 43888.860297 102 56152.356454 103 51180.204459 104 49334.683076 105 42907.094665 106 55256.939944 107 59902.321336 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do FPM,SARIMAX,0.817833662033081,"96 1164548.000 97 1436511.500 98 1068453.125 99 1164548.000 100 1436511.500 101 1247741.375 102 1159283.000 103 1247741.375 104 1068453.125 105 1159283.000 106 1436511.500 107 1436511.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,HWES,1.3228881359100342,"96 438003.37500 97 463124.93750 98 447775.03125 99 462919.28125 100 490724.53125 101 461021.53125 102 461021.53125 103 462916.06250 104 461021.53125 105 452233.81250 106 460711.34375 107 447476.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,MLP,1.619365930557251,"96 146686.124282 97 49199.467842 98 58829.550026 99 91032.606459 100 61787.416547 101 45385.702821 102 40175.659654 103 42362.943354 104 37265.694694 105 40418.127965 106 42221.643016 107 229031.460660 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do ITR,SARIMAX,1.3512589931488037,"92 80.302597 93 80.302597 94 231.750290 95 68.068039 96 82.473373 97 68.068039 98 74.491844 99 229.547592 100 3182.292480 101 5288.833008 102 153.477310 103 263.911499 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,IPTU,HWES,1.6549875736236572,"108 11838.188477 109 17381.648438 110 48021.296875 111 181125.546875 112 11466.717773 113 9377.864258 114 11440.970703 115 9395.532227 116 11563.794922 117 9407.659180 118 8254.908203 119 7654.207520 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,ISS,SARIMAX,2.155921220779419,"108 37082.515625 109 44199.792969 110 47527.835938 111 49695.210938 112 44882.062500 113 47700.300781 114 49695.210938 115 46240.105469 116 47527.835938 117 42299.425781 118 47527.835938 119 42299.425781 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,ITBI,AR,1.7691588401794434,"104 5928.753418 105 3203.389404 106 2453.388184 107 1656.699463 108 3968.865234 109 4534.014160 110 3979.469238 111 4099.791992 112 2495.448486 113 3767.442139 114 2877.563721 115 2686.519043 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,IRRF,SARIMAX,0.8776822090148926,"108 101976.671875 109 57058.632812 110 85823.757812 111 101976.671875 112 114530.585938 113 57058.632812 114 82742.007812 115 114211.492188 116 101976.671875 117 114211.492188 118 86544.070312 119 114211.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do FPM,HWES,1.5298855304718018,"108 1.325811e+06 109 1.893769e+06 110 1.142707e+06 111 1.194502e+06 112 1.325956e+06 113 1.354010e+06 114 1.325956e+06 115 1.142707e+06 116 1.142707e+06 117 9.771716e+05 118 1.325956e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,HWES,0.8670141696929932,"108 521520.28125 109 452790.78125 110 489599.12500 111 584796.87500 112 593766.43750 113 491038.40625 114 497940.18750 115 552751.81250 116 552747.37500 117 535825.87500 118 499255.75000 119 543568.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,SARIMAX,1.4789583683013916,"108 125557.664062 109 43278.371094 110 44341.167969 111 158193.765625 112 52666.781250 113 43274.972656 114 28207.765625 115 20476.232422 116 15655.542969 117 14418.801758 118 16847.580078 119 181130.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ITR,XGBoost,1.0623571872711182,"80 80.504341 81 139.069977 82 127.994583 83 143.820221 84 452.996094 85 359.980011 86 342.924164 87 325.029877 88 321.851074 89 113.814262 90 97.114746 91 93.687370 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Transferencias LC 61_1989,XGBoost,1.218968391418457,"96 4721.727539 97 5119.144043 98 4501.393066 99 4439.094238 100 3874.194092 101 4384.630371 102 3847.326416 103 4395.117188 104 4015.438721 105 4443.806641 106 4395.120117 107 3960.590332 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,IPTU,XGBoost,1.8139328956604004,"101 2965.421143 102 3223.082520 103 3802.779541 104 4844.079590 105 3147.812744 106 3193.217041 107 5543.035645 108 5543.035645 109 137136.890625 110 102067.523438 111 52736.945312 112 55070.691406 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,ISS,XGBoost,0.9467658996582031,"108 164500.640625 109 164500.640625 110 164722.765625 111 164523.000000 112 164692.203125 113 164722.765625 114 163960.390625 115 164120.953125 116 164162.078125 117 164120.953125 118 164692.203125 119 164120.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,ITBI,SARIMAX,2.1030640602111816,"106 13005.003906 107 14828.660156 108 19313.509766 109 15374.298828 110 13780.790039 111 20394.488281 112 20465.060547 113 15418.334961 114 15459.397461 115 20442.939453 116 16060.146484 117 15459.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,IRRF,SARIMAX,0.8345737457275391,"108 929.410767 109 234171.656250 110 234171.656250 111 156514.109375 112 155252.343750 113 156514.109375 114 156514.109375 115 155252.343750 116 155252.343750 117 155252.343750 118 155060.703125 119 400679.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do FPM,AR,2.1070806980133057,"108 1323299.75 109 2524230.75 110 1322719.25 111 1426430.00 112 1495114.50 113 1514699.50 114 2525010.75 115 1322719.25 116 1323287.75 117 1229448.00 118 1495114.50 119 2525010.75 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,SES,1.2240071296691895,"108 896739.7500 109 603333.0000 110 777785.6875 111 797970.2500 112 797974.1875 113 692728.6875 114 790728.0000 115 778001.2500 116 780796.6875 117 818528.3750 118 786534.0625 119 818419.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,MLP,1.6403417587280273,"106 350489.448821 107 327567.667184 108 125066.471248 109 171174.730271 110 177942.045012 111 107758.384768 112 106845.491176 113 96830.388145 114 109141.226642 115 117040.333592 116 123460.289532 117 334147.615152 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ITR,XGBoost,2.2666566371917725,"67 1597.299194 68 1597.295898 69 5236.439941 70 6125.696777 71 6129.544922 72 6129.544434 73 6129.541504 74 5701.517578 75 6129.544434 76 6129.541504 77 6129.541504 78 6129.544922 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Transferencias LC 61_1989,SES,1.9130144119262695,"108 6891.684082 109 6645.312988 110 7154.604004 111 7593.733398 112 7155.068359 113 7421.237305 114 7773.783203 115 7160.784668 116 7545.601074 117 6316.941895 118 7172.594727 119 7738.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,HWES,1.5615527629852295,"96 12531.776367 97 3351.492188 98 2752.638672 99 2732.317139 100 16591.787109 101 53015.292969 102 17519.617188 103 4951.045898 104 4802.292480 105 6206.020508 106 6206.020508 107 5925.871094 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,ISS,MLP,1.8902597427368164,"108 45662.590818 109 46076.600982 110 52440.889137 111 55484.904713 112 51178.235613 113 54025.928528 114 51489.807216 115 52702.852907 116 54520.919978 117 56328.347611 118 57330.426481 119 63065.262609 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,MLP,2.1077816486358643,"108 25184.707017 109 33676.930764 110 30278.437372 111 31423.412937 112 34118.050157 113 31333.766420 114 34991.678739 115 34521.822195 116 29275.685619 117 32677.775452 118 28949.634922 119 29264.743616 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,IRRF,SARIMAX,1.896153450012207,"108 118133.296875 109 118132.968750 110 118133.296875 111 118133.296875 112 118133.296875 113 118133.296875 114 118133.296875 115 118133.296875 116 118133.296875 117 118132.968750 118 118133.296875 119 118133.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do FPM,HWES,0.9662015438079834,"108 9.402484e+05 109 1.882190e+06 110 7.695254e+05 111 7.727600e+05 112 1.888975e+06 113 1.888987e+06 114 1.888975e+06 115 9.431081e+05 116 9.431069e+05 117 9.213695e+05 118 1.888975e+06 119 1.897150e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,HWES,0.7836582660675049,"108 785872.8750 109 777177.6875 110 778814.9375 111 788989.1250 112 877539.0000 113 865658.0625 114 877539.0000 115 877539.0000 116 877539.0000 117 877539.0000 118 865658.0625 119 877539.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,AR,1.5629868507385254,"107 114900.320312 108 54373.230469 109 114532.460938 110 99939.820312 111 99939.820312 112 24158.458984 113 24743.421875 114 9686.334961 115 9506.312500 116 13110.849609 117 9402.932617 118 99939.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ITR,XGBoost,1.3325986862182617,"99 13.565794 100 4.323713 101 3.573728 102 3.504864 103 21.661263 104 9.511854 105 374.373383 106 939.978699 107 1780.961182 108 2227.207275 109 6.741819 110 14.052676 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,IPTU,HWES,2.0441036224365234,"53 828.375244 54 13435.176758 55 3396.761475 56 29967.074219 57 3658.639648 58 27828.812500 59 97596.554688 60 3665.538574 61 2328.706055 62 1618.333130 63 2383.052734 64 237.325241 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,ISS,XGBoost,1.9895308017730713,"108 20879.328125 109 17527.628906 110 20117.964844 111 20540.029297 112 19582.978516 113 19243.162109 114 18021.238281 115 20232.564453 116 20232.564453 117 18041.119141 118 19662.494141 119 20232.564453 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,ITBI,MLP,1.105463981628418,"96 3160.940614 97 1605.960883 98 4508.160961 99 1919.582416 100 3017.122006 101 1199.562605 102 794.554430 103 1057.615888 104 718.574944 105 678.345953 106 4418.309780 107 867.966877 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,IRRF,SARIMAX,1.9393939971923828,"98 32462.769531 99 43519.714844 100 43635.769531 101 43635.769531 102 39460.210938 103 43635.769531 104 43635.769531 105 43635.769531 106 39478.042969 107 43635.769531 108 43635.769531 109 43635.769531 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do FPM,HWES,1.4436416625976562,"108 1287958.250 109 1887954.500 110 1120667.500 111 1139499.750 112 1288102.875 113 1296735.375 114 1288102.875 115 1120667.500 116 1121578.250 117 955976.250 118 1288102.875 119 1887954.500 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,HWES,0.8705413341522217,"108 426654.25000 109 398174.71875 110 416720.56250 111 447886.71875 112 447886.71875 113 442559.62500 114 442320.15625 115 442949.65625 116 442949.65625 117 447886.71875 118 441396.34375 119 447886.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,XGBoost,1.5237407684326172,"100 53053.898438 101 27971.408203 102 25264.974609 103 34530.210938 104 34530.210938 105 32943.871094 106 33171.867188 107 21954.533203 108 22738.523438 109 17158.648438 110 26588.337891 111 30534.958984 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do ITR,XGBoost,1.2311162948608398,"81 -120.064285 82 2079.338379 83 3025.355713 84 3418.948975 85 43.752022 86 85.622612 87 70.886375 88 124.745384 89 -120.064285 90 2084.272949 91 2843.998047 92 4008.959473 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Transferencias LC 61_1989,XGBoost,1.5711488723754883,"60 3193.186279 61 3201.617676 62 3189.897217 63 3193.186279 64 3206.569824 65 3206.569824 66 3278.371582 67 3206.569824 68 3196.372559 69 3189.631592 70 3206.569824 71 3278.371582 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,IPTU,MLP,1.5569045543670654,"107 32583.521093 108 28819.693331 109 29698.351599 110 33052.919606 111 62505.387121 112 35175.460273 113 42183.785482 114 36264.356901 115 34328.592181 116 33203.535789 117 27611.741354 118 27537.654895 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,ISS,MLP,1.5528757572174072,"108 31862.851528 109 29656.594688 110 25334.047147 111 27125.055725 112 26050.167874 113 26885.763224 114 28350.966844 115 28057.748682 116 30501.758323 117 31882.025930 118 30716.405964 119 31068.317495 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,ITBI,XGBoost,1.4871268272399902,"101 14750.722656 102 14179.244141 103 12216.239258 104 11250.124023 105 11676.377930 106 13891.066406 107 11250.124023 108 13685.941406 109 14052.269531 110 14352.967773 111 11886.969727 112 13512.211914 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,IRRF,SARIMAX,0.873009204864502,"107 124565.593750 108 124310.859375 109 124565.593750 110 124565.593750 111 124565.593750 112 124565.593750 113 124565.593750 114 124565.593750 115 124565.593750 116 124565.593750 117 124565.593750 118 124565.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do FPM,HWES,1.0120723247528076,"108 1.242692e+06 109 1.893769e+06 110 1.014487e+06 111 1.102290e+06 112 1.242692e+06 113 1.266428e+06 114 1.242731e+06 115 1.014487e+06 116 1.266428e+06 117 9.381758e+05 118 1.242692e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,HWES,1.211531162261963,"108 287933.437500 109 239552.984375 110 276969.593750 111 346436.968750 112 344239.250000 113 287251.781250 114 344855.656250 115 343254.375000 116 347697.093750 117 359819.218750 118 301601.125000 119 359848.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,SARIMAX,1.7316722869873047,"108 137188.625000 109 160035.921875 110 75374.429688 111 159832.390625 112 47614.175781 113 21610.878906 114 17448.089844 115 21839.931641 116 11603.211914 117 7859.354004 118 8404.002930 119 113965.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ITR,XGBoost,1.3744447231292725,"95 31.605146 96 212.108994 97 1043.065308 98 1034.843018 99 339.407166 100 339.407166 101 332.844086 102 -36.000553 103 31.605146 104 69.032974 105 -192.188431 106 187.300446 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Transferencias LC 61_1989,XGBoost,1.4356801509857178,"108 2800.983887 109 3065.359619 110 2947.811768 111 3040.684814 112 2919.144531 113 2669.918701 114 3592.692139 115 2721.238281 116 3058.029297 117 2763.762451 118 2902.828613 119 3240.329590 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,XGBoost,1.9830844402313232,"106 43382.632812 107 42123.589844 108 43373.738281 109 42050.148438 110 53330.195312 111 52754.773438 112 53340.144531 113 242001.640625 114 242001.640625 115 241654.234375 116 241651.390625 117 53648.550781 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,ISS,XGBoost,2.249873638153076,"108 40787.933594 109 39237.261719 110 44630.437500 111 47353.917969 112 47362.253906 113 52728.226562 114 52682.296875 115 55503.039062 116 47307.933594 117 47307.925781 118 39563.707031 119 44606.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,Prophet,1.9206788539886475,"103 31430.023438 104 44247.718750 105 37348.550781 106 22822.974609 107 22970.103516 108 29679.027344 109 31430.023438 110 29580.935547 111 25407.468750 112 36866.910156 113 24414.896484 114 22824.884766 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,IRRF,SARIMAX,0.9291164875030518,"108 107885.500000 109 106740.039062 110 107393.726562 111 150276.421875 112 107317.351562 113 107317.351562 114 107393.726562 115 107317.351562 116 107317.351562 117 107317.351562 118 107393.726562 119 150276.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do FPM,HWES,1.8494305610656738,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,AR,0.9586851596832275,"108 432156.40625 109 422217.09375 110 421079.62500 111 429778.12500 112 519912.50000 113 431255.28125 114 429459.18750 115 434655.93750 116 434545.15625 117 520946.84375 118 431072.53125 119 520946.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.499476671218872,"108 158900.015625 109 59004.457031 110 46810.730469 111 97184.796875 112 45438.386719 113 16779.029297 114 16373.665039 115 19637.039062 116 19616.417969 117 16619.976562 118 14500.313477 119 105753.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ITR,SARIMAX,1.8798809051513672,"89 16.747803 90 10.410429 91 10.567782 92 35.712051 93 141.636047 94 11.403994 95 35.124115 96 40.801464 97 1956.477295 98 1982.821655 99 20.800697 100 7.925218 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Transferencias LC 61_1989,SES,1.1933588981628418,"108 3250.447021 109 3507.044434 110 3887.704834 111 3759.666260 112 3790.412842 113 3721.546631 114 4365.561035 115 3887.701660 116 3761.221924 117 2677.726807 118 3568.055664 119 3995.375488 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,IPTU,MLP,1.9119174480438232,"73 6200.841546 74 7106.371553 75 7729.925860 76 8339.182314 77 7396.259917 78 3158.205452 79 4225.577857 80 4681.671015 81 4906.393919 82 5506.440423 83 6235.085854 84 6877.106588 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,ISS,MLP,0.9008088111877441,"108 22450.876881 109 22735.864385 110 22222.219468 111 23111.511057 112 22888.412234 113 22716.800208 114 23353.731001 115 22317.033528 116 22016.195892 117 26415.661337 118 21926.841702 119 24555.227212 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,ITBI,AR,1.201512098312378,"92 10898.947266 93 9028.581055 94 11110.119141 95 7674.212402 96 1305.075684 97 7370.657715 98 12491.482422 99 3096.227539 100 4218.913574 101 4314.789062 102 3080.385254 103 3199.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,IRRF,SARIMAX,1.2402138710021973,"108 47612.839844 109 43690.734375 110 43690.734375 111 47612.839844 112 47612.839844 113 43690.734375 114 47612.839844 115 43690.734375 116 47618.042969 117 84918.820312 118 47612.839844 119 84918.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do FPM,HWES,0.9819986820220947,"108 1.215319e+06 109 1.893992e+06 110 1.114432e+06 111 1.169633e+06 112 1.209771e+06 113 1.256741e+06 114 1.192043e+06 115 1.114432e+06 116 1.114432e+06 117 9.330576e+05 118 1.209771e+06 119 1.893992e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,HWES,0.8202404975891113,"108 438580.37500 109 434390.71875 110 475589.03125 111 482724.06250 112 494738.40625 113 481745.25000 114 432113.87500 115 482741.68750 116 482741.68750 117 464705.34375 118 481934.93750 119 464705.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,HWES,1.5907838344573975,"107 77219.671875 108 23462.388672 109 10973.376953 110 21650.455078 111 11000.631836 112 23201.863281 113 23381.660156 114 1202.322632 115 791.987488 116 3608.415527 117 7267.340820 118 87215.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ITR,SES,1.2905161380767822,"79 351.113525 80 1381.319946 81 587.023804 82 2785.819580 83 4167.473633 84 4143.395020 85 4143.395020 86 4161.986816 87 4209.841797 88 4208.286621 89 4161.986816 90 4157.684082 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Transferencias LC 61_1989,SES,1.1369173526763916,"108 3716.287354 109 3748.885010 110 3708.380615 111 3874.153320 112 3971.131592 113 3943.620605 114 3731.609619 115 3972.661377 116 3958.153809 117 4694.397949 118 3683.889160 119 3520.467041 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,IPTU,MLP,2.5679571628570557,"98 20436.234878 99 24357.426645 100 28017.729533 101 31591.892717 102 35203.821164 103 66538.344952 104 141276.053268 105 39327.778415 106 43534.693105 107 48160.794595 108 55363.472683 109 63004.032141 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,ISS,HWES,1.6630897521972656,"108 28907.630859 109 28173.904297 110 28450.785156 111 28387.730469 112 28387.730469 113 28387.730469 114 28365.978516 115 28365.978516 116 28040.455078 117 29991.302734 118 29803.044922 119 29991.302734 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,ITBI,MLP,1.255068063735962,"100 36666.136419 101 39929.617554 102 34209.880956 103 37219.195802 104 38744.061812 105 37975.713556 106 41297.759104 107 43439.373338 108 44897.837136 109 48719.979599 110 49384.185820 111 49163.541904 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,IRRF,MLP,1.8861198425292969,"108 49317.804146 109 68965.160854 110 68501.989500 111 77828.626329 112 80964.735116 113 87189.245734 114 78108.427441 115 87576.287124 116 86406.796891 117 95710.454110 118 111847.168383 119 128811.330251 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do FPM,HWES,0.9995381832122803,"108 1.225385e+06 109 1.587426e+06 110 1.044573e+06 111 1.155587e+06 112 1.231562e+06 113 1.291274e+06 114 1.587426e+06 115 1.044573e+06 116 1.029200e+06 117 9.957488e+05 118 1.231562e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,HWES,1.5066945552825928,"108 600234.1250 109 560623.1250 110 579001.5000 111 620989.0000 112 627352.4375 113 596282.5000 114 612441.8125 115 621156.3125 116 621156.3125 117 627352.4375 118 575238.3750 119 627352.4375 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,XGBoost,1.7846736907958984,"100 197380.875000 101 127368.210938 102 192765.093750 103 298038.687500 104 298720.718750 105 299464.468750 106 301084.468750 107 301084.468750 108 299323.125000 109 299323.125000 110 298675.312500 111 299414.531250 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do ITR,XGBoost,1.3353419303894043,"77 361.393402 78 118.548683 79 8.948047 80 160.492371 81 489.869476 82 763.834106 83 842.255981 84 851.157898 85 309.713135 86 181.711258 87 14.549063 88 11.721022 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Transferencias LC 61_1989,HWES,1.217829942703247,"108 5104.707031 109 4893.391602 110 4356.873535 111 4643.255371 112 4420.055176 113 4658.176758 114 4757.435547 115 4557.883789 116 4583.710938 117 5145.811035 118 5121.608887 119 5073.788574 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,IPTU,HWES,1.6652953624725342,"108 217199.921875 109 133399.390625 110 133422.078125 111 133139.875000 112 132840.984375 113 135555.562500 114 122103.296875 115 93538.835938 116 87966.140625 117 103172.804688 118 104545.914062 119 717164.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,ISS,SARIMAX,0.8965466022491455,"108 582038.6250 109 602799.3750 110 582038.6250 111 585214.0625 112 582038.6250 113 582038.6250 114 582038.6250 115 582038.6250 116 582038.6250 117 585808.5625 118 582038.6250 119 582038.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,ITBI,SES,1.124030590057373,"108 25162.468750 109 113289.351562 110 38963.292969 111 62852.519531 112 32526.041016 113 73973.976562 114 91706.062500 115 67789.835938 116 72736.007812 117 55173.320312 118 285054.312500 119 63120.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,IRRF,SARIMAX,1.3738839626312256,"108 424747.0625 109 424747.0625 110 424747.0625 111 424747.0625 112 424747.0625 113 424747.0625 114 424747.0625 115 424770.8125 116 424747.0625 117 424747.0625 118 424747.0625 119 424747.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do FPM,HWES,1.002978801727295,"108 2424910.500 109 3787537.250 110 2079402.625 111 2307651.500 112 2424911.500 113 2460715.750 114 2424911.500 115 2040862.250 116 2040909.875 117 1911288.875 118 2424911.500 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,AR,0.9322605133056641,"108 8.948028e+05 109 9.150346e+05 110 8.953173e+05 111 8.723878e+05 112 8.144429e+05 113 8.808911e+05 114 9.137559e+05 115 8.620181e+05 116 8.605622e+05 117 1.150635e+06 118 9.176241e+05 119 8.293511e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,HWES,1.5584404468536377,"107 1.024920e+06 108 7.565794e+05 109 6.947576e+05 110 1.033730e+06 111 6.335244e+05 112 7.631043e+05 113 7.790606e+05 114 4.738157e+05 115 7.723453e+05 116 4.782756e+05 117 4.585138e+05 118 1.035312e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Transferencias LC 61_1989,SES,1.3668889999389648,"108 10790.431641 109 8717.331055 110 9532.272461 111 11033.280273 112 11109.054688 113 10493.071289 114 10513.258789 115 10588.181641 116 10254.749023 117 7641.336914 118 9577.432617 119 10590.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,IPTU,HWES,0.8201987743377686,"99 12816.993164 100 10403.035156 101 17098.015625 102 27833.527344 103 53992.289062 104 25262.441406 105 23219.705078 106 647.787781 107 2633.551270 108 790.516968 109 538.376282 110 550.761292 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,ISS,MLP,1.5038948059082031,"108 54092.933148 109 52665.211691 110 53040.211962 111 54345.843099 112 53635.596388 113 55575.994081 114 57054.893800 115 55668.253148 116 56418.415811 117 56495.110224 118 58879.272260 119 57592.749657 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,ITBI,AR,1.8271660804748535,"108 21274.841797 109 6812.127930 110 10082.867188 111 13940.356445 112 12037.656250 113 10783.469727 114 9584.381836 115 14223.663086 116 12768.717773 117 12483.170898 118 17265.966797 119 12410.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,IRRF,HWES,1.3088929653167725,"102 73722.554688 103 73722.554688 104 98286.429688 105 74318.921875 106 98286.429688 107 173504.953125 108 126445.203125 109 98286.429688 110 98286.429688 111 173504.953125 112 173504.953125 113 173504.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do FPM,HWES,1.0634469985961914,"108 1189254.125 109 1893774.250 110 1107127.875 111 1131736.500 112 1190025.750 113 1228752.250 114 1190025.750 115 1107127.875 116 1123897.375 117 924644.625 118 1190025.750 119 1893774.250 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,HWES,0.8652181625366211,"108 1574348.125 109 1256498.625 110 1409553.750 111 1569605.125 112 1576622.000 113 1574273.000 114 1574348.125 115 1569608.500 116 1569608.500 117 1576622.000 118 1574348.125 119 1576622.000 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,SARIMAX,1.9191529750823975,"108 369975.843750 109 69481.257812 110 124663.367188 111 369934.843750 112 91360.515625 113 75958.265625 114 76444.757812 115 15063.760742 116 15436.357422 117 15063.760742 118 16762.593750 119 196523.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do ITR,XGBoost,1.116478681564331,"83 22.752325 84 -8.456851 85 -11.848312 86 -20.646152 87 65.046974 88 16.048204 89 -3.667717 90 15.129004 91 43.526836 92 21.630415 93 23.141930 94 895.489380 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Transferencias LC 61_1989,MLP,1.6827378273010254,"108 12208.202887 109 11969.023913 110 12242.714910 111 12131.987331 112 12118.691979 113 12190.292741 114 12188.351860 115 12116.782997 116 12180.972685 117 12372.793086 118 11943.565100 119 12079.245651 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,IPTU,AR,2.0265963077545166,"108 26858036.0 109 2276239.0 110 11587838.0 111 6056727.0 112 5655895.5 113 5655895.5 114 5655895.5 115 5655895.5 116 5661457.0 117 6056727.0 118 4972066.0 119 16596525.0 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,ISS,SARIMAX,1.3337128162384033,"108 10418865.0 109 9022293.0 110 9441353.0 111 9617311.0 112 9617311.0 113 9617311.0 114 10418865.0 115 10418865.0 116 9617311.0 117 10418865.0 118 10418865.0 119 10418865.0 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,ITBI,HWES,1.8361587524414062,"108 3433723.00 109 2225327.25 110 2638447.00 111 2725037.25 112 3271743.75 113 2770843.00 114 2601523.00 115 2601523.00 116 2725037.25 117 2671270.00 118 2609146.00 119 2604883.25 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,IRRF,MLP,1.952422857284546,"108 3.866303e+06 109 3.877247e+06 110 4.975723e+06 111 5.026300e+06 112 4.898054e+06 113 4.889676e+06 114 5.044218e+06 115 5.150119e+06 116 5.199924e+06 117 5.261351e+06 118 5.276660e+06 119 1.119060e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do FPM,MLP,1.00583815574646,"108 1.136579e+07 109 1.337617e+07 110 1.021582e+07 111 1.100712e+07 112 1.170271e+07 113 1.133237e+07 114 1.291080e+07 115 1.065673e+07 116 1.084437e+07 117 1.056302e+07 118 1.210408e+07 119 1.586283e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,AR,0.7038822174072266,"108 15169416.0 109 11739936.0 110 11746071.0 111 14769115.0 112 13813019.0 113 14748233.0 114 13582674.0 115 13491648.0 116 13956510.0 117 13623502.0 118 14385832.0 119 13654326.0 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,AR,1.608652114868164,"108 9793810.000 109 4672312.500 110 5770894.500 111 8438224.000 112 7793213.500 113 4673750.000 114 3051314.250 115 1659579.875 116 1443342.875 117 1215597.000 118 850846.500 119 9791518.000 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ITR,MLP,2.4694182872772217,"108 1.870814e+05 109 1.291445e+05 110 1.016729e+05 111 1.037009e+05 112 1.803660e+05 113 1.998239e+05 114 7.665124e+05 115 1.804051e+05 116 3.514532e+05 117 1.609389e+06 118 4.094067e+05 119 3.838428e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Transferencias LC 61_1989,XGBoost,1.4315905570983887,"108 130647.125000 109 -103734.234375 110 -107122.570312 111 -98979.039062 112 -100020.453125 113 -103734.234375 114 -102607.554688 115 -102825.843750 116 -99127.593750 117 -88234.187500 118 -107122.570312 119 -86710.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,MLP,1.6761078834533691,"108 352905.621823 109 691378.518479 110 77756.805967 111 64077.918179 112 92740.267159 113 34498.590155 114 79576.219815 115 34460.418012 116 60132.166239 117 43042.448948 118 4836.783889 119 55610.525253 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,XGBoost,0.9614057540893555,"108 225753.078125 109 225760.265625 110 225299.171875 111 225239.750000 112 224824.406250 113 224661.375000 114 224824.406250 115 224819.500000 116 224822.562500 117 224661.375000 118 225261.875000 119 224743.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,MLP,1.8152527809143066,"108 42270.911019 109 40249.167697 110 42743.154541 111 46484.034401 112 42846.631615 113 42917.628409 114 42757.544337 115 50785.995627 116 43643.249207 117 43411.298067 118 33899.912614 119 62858.629887 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,IRRF,AR,0.9313466548919678,"108 177016.437500 109 177078.671875 110 177016.437500 111 177016.437500 112 177016.437500 113 190036.250000 114 177016.437500 115 177016.437500 116 177016.437500 117 177016.437500 118 182478.187500 119 297504.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do FPM,HWES,1.009368896484375,"108 1616049.500 109 2356799.750 110 1482872.750 111 1629352.750 112 1616109.250 113 1643488.625 114 1616109.250 115 1482872.750 116 1482872.750 117 1256462.500 118 1616109.250 119 2356852.500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,HWES,0.8594141006469727,"108 787698.4375 109 675923.1250 110 704405.3750 111 728030.4375 112 795307.3125 113 725547.2500 114 727763.6250 115 721373.7500 116 721331.3125 117 719500.8125 118 795308.7500 119 840550.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.6145920753479004,"108 412406.500000 109 188746.500000 110 166085.437500 111 329234.968750 112 329234.968750 113 114891.195312 114 122353.632812 115 74359.648438 116 26396.433594 117 28945.449219 118 26396.433594 119 412193.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ITR,AR,2.1875481605529785,"98 135.952545 99 259.266907 100 210.954834 101 168.929535 102 172.384872 103 176.714828 104 158.250763 105 539.793640 106 3342.859375 107 9697.564453 108 537.653564 109 168.197830 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Transferencias LC 61_1989,SES,1.064978837966919,"108 7800.494141 109 7308.011719 110 8006.700195 111 7658.511230 112 7715.111328 113 7048.422363 114 7050.829102 115 7715.211914 116 7661.565918 117 7648.478027 118 7048.422363 119 8147.649902 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,IPTU,MLP,2.4269886016845703,"90 27222.602550 91 31994.054428 92 36314.980113 93 39343.598318 94 63841.854761 95 163590.860893 96 54839.020407 97 56388.990439 98 46803.849112 99 52981.472531 100 59283.097300 101 66326.148305 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,ISS,XGBoost,2.799330711364746,"104 35376.878906 105 37762.753906 106 37762.753906 107 37772.734375 108 37805.753906 109 37772.734375 110 37767.828125 111 37805.753906 112 37805.753906 113 37805.753906 114 37805.753906 115 37805.753906 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,ITBI,HWES,1.8730995655059814,"103 11709.715820 104 12965.952148 105 10196.784180 106 8657.333984 107 17292.794922 108 15146.445312 109 18656.968750 110 15504.465820 111 18316.636719 112 17062.089844 113 12963.671875 114 15034.481445 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,IRRF,HWES,2.0886502265930176,"104 86043.382812 105 86043.382812 106 86104.789062 107 86104.789062 108 86104.789062 109 86043.382812 110 86104.789062 111 86104.789062 112 86104.789062 113 86060.531250 114 86104.789062 115 86104.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do FPM,HWES,0.922102689743042,"104 1.335016e+06 105 1.894153e+06 106 1.131967e+06 107 1.147337e+06 108 1.375027e+06 109 1.357690e+06 110 1.375027e+06 111 1.131967e+06 112 1.138548e+06 113 1.028645e+06 114 1.375027e+06 115 1.894153e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,HWES,0.9002842903137207,"104 939636.3750 105 843510.1875 106 843925.7500 107 954584.1250 108 963322.3750 109 922428.8750 110 915440.3750 111 958714.6250 112 958714.6250 113 851069.1250 114 918212.5000 115 850638.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,SARIMAX,2.160749673843384,"103 205361.406250 104 63582.441406 105 37953.910156 106 137746.859375 107 38019.039062 108 49670.480469 109 50180.296875 110 43311.164062 111 70565.015625 112 26957.246094 113 36620.226562 114 190928.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do ITR,XGBoost,2.170389413833618,"88 197.842072 89 198.108047 90 199.295303 91 198.107605 92 199.294861 93 197.484802 94 196.665924 95 197.842072 96 168.841553 97 106.317604 98 21.509241 99 21.170677 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Transferencias LC 61_1989,XGBoost,1.2295446395874023,"104 8344.775391 105 8427.924805 106 8369.172852 107 8664.781250 108 8457.071289 109 9133.487305 110 7584.021484 111 8020.718750 112 7853.869629 113 7975.998535 114 8072.957520 115 8694.970703 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,IPTU,SARIMAX,1.7262341976165771,"94 2162.732178 95 1984.144531 96 1816.191284 97 2357.286865 98 1589.000977 99 95419.335938 100 107333.695312 101 90557.164062 102 41978.796875 103 41925.355469 104 41992.691406 105 41992.691406 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,ISS,SARIMAX,1.5111122131347656,"108 56429.382812 109 58840.183594 110 56429.382812 111 60896.636719 112 61080.070312 113 61554.136719 114 58855.078125 115 61171.960938 116 61080.070312 117 75474.328125 118 61080.070312 119 58840.183594 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,ITBI,XGBoost,1.2295372486114502,"107 27947.175781 108 30277.966797 109 32295.603516 110 30789.408203 111 25685.013672 112 30610.955078 113 30534.574219 114 30534.574219 115 30581.556641 116 25685.013672 117 32277.751953 118 30773.693359 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,IRRF,SARIMAX,1.0078818798065186,"108 44472.835938 109 86204.164062 110 86204.164062 111 86182.757812 112 86204.164062 113 86204.164062 114 86204.093750 115 86204.164062 116 86204.164062 117 86204.164062 118 86206.773438 119 86204.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do FPM,HWES,1.0759303569793701,"108 1.227490e+06 109 1.893770e+06 110 1.058418e+06 111 1.154772e+06 112 1.227491e+06 113 1.257570e+06 114 1.227488e+06 115 1.058418e+06 116 1.058418e+06 117 9.322831e+05 118 1.227491e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,HWES,0.864307165145874,"108 1171513.875 109 1098666.500 110 1098204.625 111 1169583.875 112 1195748.125 113 1170330.625 114 1168295.375 115 1194979.750 116 1194979.750 117 1195748.125 118 1170330.625 119 1195748.125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,AR,1.5331692695617676,"108 197222.156250 109 42320.296875 110 73817.320312 111 82022.718750 112 73416.960938 113 34153.414062 114 82319.757812 115 26288.304688 116 20364.878906 117 19126.910156 118 19126.910156 119 197595.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ITR,SARIMAX,1.3404507637023926,"79 1034.109131 80 2131.216797 81 1338.201904 82 6907.135254 83 6750.039551 84 6851.875000 85 6851.827148 86 6856.821777 87 6978.053223 88 6978.051758 89 6832.287109 90 6971.225586 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Transferencias LC 61_1989,AR,1.0275907516479492,"108 9480.939453 109 8366.487305 110 8878.840820 111 9884.154297 112 11907.767578 113 10208.418945 114 10805.037109 115 10641.384766 116 10890.677734 117 11142.339844 118 10660.132812 119 10852.373047 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,IPTU,SARIMAX,1.2712998390197754,"107 1.198423e+05 108 2.820753e+05 109 1.662051e+06 110 1.170195e+06 111 1.175875e+06 112 1.180988e+06 113 1.173549e+06 114 1.176295e+06 115 1.176209e+06 116 1.170195e+06 117 1.170195e+06 118 1.173538e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,ISS,SES,0.9525606632232666,"108 439327.1250 109 439679.3125 110 581825.8125 111 579441.0625 112 579441.0625 113 581825.8125 114 577346.3125 115 581553.3750 116 579441.0625 117 577346.3125 118 581652.0625 119 581825.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,ITBI,XGBoost,1.486382007598877,"108 112445.476562 109 156203.015625 110 160497.937500 111 124246.000000 112 124282.187500 113 149427.859375 114 197147.546875 115 123397.234375 116 105339.460938 117 105755.109375 118 156330.109375 119 157666.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,IRRF,XGBoost,1.3108313083648682,"108 1216432.750 109 1217385.375 110 1217385.375 111 1217385.375 112 1217385.375 113 1217385.375 114 1217385.375 115 1217385.375 116 1216973.875 117 1217051.500 118 1217385.375 119 1217385.375 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do FPM,HWES,0.8172070980072021,"108 3964906.50 109 4419329.50 110 2601800.50 111 3481621.75 112 4020185.00 113 3967447.00 114 4020185.00 115 2601800.50 116 2601808.25 117 2597046.25 118 4020185.00 119 4418794.50 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,HWES,0.863156795501709,"108 2471895.75 109 2464305.50 110 2495800.00 111 2664769.00 112 2624148.00 113 2704084.50 114 2664769.00 115 2624148.00 116 2624148.00 117 2624148.00 118 2718386.25 119 2625726.00 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,SARIMAX,1.7052404880523682,"101 950977.312500 102 475429.843750 103 584084.062500 104 651525.187500 105 688228.812500 106 362909.437500 107 331447.093750 108 206053.625000 109 198747.000000 110 165258.890625 111 162638.968750 112 845675.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Transferencias LC 61_1989,HWES,0.7709715366363525,"60 23277.208984 61 23315.734375 62 23273.523438 63 23385.144531 64 23514.896484 65 23356.232422 66 23386.408203 67 23515.890625 68 23497.384766 69 23212.003906 70 23410.843750 71 23371.558594 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,IPTU,HWES,3.1136622428894043,"108 2883.717285 109 5196.218750 110 75286.281250 111 75439.515625 112 75485.523438 113 108412.617188 114 108412.617188 115 75381.632812 116 75505.937500 117 75620.726562 118 75620.687500 119 75620.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,ISS,HWES,1.3878099918365479,"108 10057.583008 109 13018.802734 110 5886.660645 111 13597.303711 112 13704.784180 113 13775.885742 114 13666.273438 115 13775.885742 116 13672.402344 117 11474.225586 118 13571.951172 119 13963.752930 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,ITBI,AR,1.8553798198699951,"108 9332.806641 109 9341.992188 110 9782.438477 111 10725.815430 112 14848.062500 113 6456.779785 114 9983.979492 115 9902.031250 116 7012.720703 117 9326.105469 118 5810.815918 119 6276.388184 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,IRRF,SARIMAX,1.4384791851043701,"108 202529.625000 109 202529.843750 110 202529.640625 111 202529.625000 112 202529.640625 113 202529.625000 114 202529.625000 115 202529.625000 116 202529.640625 117 202529.640625 118 202529.625000 119 202529.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do FPM,HWES,1.0391292572021484,"108 1633516.000 109 1893768.625 110 1407019.875 111 1407019.875 112 1882789.625 113 1883133.250 114 1893768.625 115 1633516.000 116 1633516.000 117 1404494.000 118 1882789.625 119 1890095.250 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,HWES,0.7902638912200928,"108 734031.8750 109 790250.0625 110 790158.6250 111 752854.8125 112 800450.0000 113 795047.2500 114 823950.1250 115 824078.7500 116 824078.7500 117 800450.0000 118 798609.3750 119 800450.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,XGBoost,1.4435226917266846,"107 98895.750000 108 6029.091309 109 12637.291992 110 101035.593750 111 101035.593750 112 4053.357666 113 4082.089844 114 6233.598633 115 2537.593994 116 1133.541382 117 4928.282227 118 99740.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ITR,XGBoost,2.0714523792266846,"107 453.815063 108 454.784973 109 447.253326 110 409.991577 111 486.029907 112 483.234222 113 426.717194 114 447.253326 115 23596.794922 116 23568.996094 117 12318.125977 118 12357.159180 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,IPTU,MLP,2.3599772453308105,"96 108068.945517 97 156315.979941 98 55026.451418 99 28717.552581 100 18232.183404 101 31551.691917 102 28277.948588 103 29391.608946 104 23449.159152 105 22875.347357 106 36174.627046 107 17591.413036 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,ISS,SARIMAX,1.6958565711975098,"96 129957.609375 97 120620.179688 98 127308.242188 99 124827.343750 100 132575.796875 101 132575.796875 102 126861.601562 103 124321.101562 104 127019.117188 105 121106.062500 106 132571.546875 107 127733.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,ITBI,SARIMAX,1.0655372142791748,"96 413558.656250 97 427002.906250 98 421445.343750 99 422097.218750 100 414760.531250 101 422097.218750 102 106531.656250 103 422117.406250 104 110084.273438 105 409345.781250 106 414902.562500 107 421380.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,IRRF,XGBoost,1.1023755073547363,"74 296430.34375 75 296428.68750 76 296430.34375 77 296430.34375 78 296428.68750 79 296430.34375 80 296428.68750 81 296428.68750 82 296430.34375 83 296430.34375 84 296426.53125 85 296430.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7640626430511475,"96 1893768.875 97 1893768.875 98 1606237.375 99 1893768.875 100 1893768.875 101 1893768.875 102 1606237.375 103 1893768.875 104 1606237.375 105 1606240.500 106 1893768.875 107 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,HWES,0.8116333484649658,"96 1752880.125 97 1494443.500 98 1494023.375 99 1436246.125 100 1515332.125 101 1486516.625 102 1612566.875 103 1514427.250 104 1612566.875 105 1593211.000 106 1516944.375 107 1577980.875 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,MLP,1.0517408847808838,"96 116620.699420 97 91304.712611 98 93920.598335 99 104880.873586 100 101777.452420 101 88923.451717 102 87121.878246 103 82961.539478 104 82865.532167 105 79846.105945 106 145329.515110 107 111297.922395 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,IPTU,SES,1.7749340534210205,"104 52661.781250 105 54394.492188 106 93955.390625 107 511160.062500 108 74441.773438 109 55921.765625 110 58852.113281 111 57743.515625 112 56992.464844 113 60101.695312 114 60101.695312 115 58002.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,ISS,SES,0.7895762920379639,"104 147872.500000 105 148842.109375 106 108698.273438 107 127717.914062 108 147872.500000 109 147789.906250 110 148842.109375 111 108334.632812 112 148150.453125 113 148428.781250 114 148388.187500 115 126384.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,ITBI,SARIMAX,1.4074053764343262,"104 304517.93750 105 307977.12500 106 306244.15625 107 306243.18750 108 298971.09375 109 298971.09375 110 306243.18750 111 298971.09375 112 305572.96875 113 302038.03125 114 304338.62500 115 301751.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,IRRF,XGBoost,1.3118116855621338,"104 223831.484375 105 183875.218750 106 224831.984375 107 224498.406250 108 224498.406250 109 224831.984375 110 224498.406250 111 224498.406250 112 224832.000000 113 183875.218750 114 224831.984375 115 224831.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do FPM,HWES,1.016169548034668,"104 1363073.125 105 1971495.625 106 1070912.625 107 1078692.125 108 1449092.750 109 1033690.500 110 1962500.625 111 1069826.625 112 1084085.250 113 1065253.500 114 1438734.625 115 1968331.125 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,AR,0.8284802436828613,"104 1356350.250 105 1379762.250 106 1383762.750 107 1345802.000 108 1444599.250 109 1370318.000 110 1381020.125 111 1416510.625 112 1370219.250 113 1465216.500 114 1352615.750 115 1396605.500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,SARIMAX,0.8630192279815674,"103 178695.265625 104 143772.000000 105 143738.046875 106 236108.234375 107 207116.968750 108 122890.859375 109 96230.507812 110 97219.000000 111 68268.242188 112 68631.632812 113 45185.031250 114 206930.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ITR,SARIMAX,1.8387198448181152,"72 1549.437012 73 2915.737793 74 3584.517578 75 3584.524658 76 3584.524658 77 2929.254150 78 3536.239502 79 3511.128662 80 101759.351562 81 917991.812500 82 101962.554688 83 95484.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Transferencias LC 61_1989,SES,1.142167568206787,"62 17567.230469 63 16896.353516 64 17565.033203 65 15495.967773 66 15491.714844 67 15495.976562 68 15422.519531 69 15417.272461 70 15422.237305 71 16092.693359 72 15421.235352 73 16068.977539 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,IPTU,MLP,3.00704026222229,"108 8.028013e+06 109 5.280325e+06 110 2.162919e+06 111 1.365827e+06 112 1.651688e+06 113 1.563961e+06 114 1.463701e+06 115 1.433545e+06 116 1.206719e+06 117 1.314854e+06 118 1.399781e+06 119 2.171439e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,ISS,MLP,1.0209410190582275,"108 2.557777e+06 109 2.367393e+06 110 2.380714e+06 111 2.511611e+06 112 2.411601e+06 113 2.562638e+06 114 2.626482e+06 115 2.743108e+06 116 3.247042e+06 117 2.535329e+06 118 2.585054e+06 119 3.952207e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,ITBI,MLP,1.144883632659912,"108 5.838624e+05 109 5.721516e+05 110 6.649549e+05 111 6.031542e+05 112 6.606067e+05 113 7.064917e+05 114 6.434202e+05 115 1.031477e+06 116 1.207293e+06 117 7.781422e+05 118 7.324254e+05 119 7.129359e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,IRRF,MLP,1.1013953685760498,"108 3.288267e+06 109 3.187837e+06 110 3.752947e+06 111 4.562217e+06 112 2.113947e+06 113 4.622212e+06 114 4.209807e+06 115 4.229117e+06 116 4.411938e+06 117 4.477782e+06 118 1.799844e+06 119 1.864731e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do FPM,HWES,3.384035348892212,"108 16421009.0 109 16457504.0 110 9299319.0 111 9663137.0 112 16421009.0 113 10939915.0 114 16457504.0 115 9299319.0 116 9288149.0 117 9299319.0 118 16457504.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,HWES,0.9264862537384033,"108 10011756.0 109 11157823.0 110 9180780.0 111 10050560.0 112 9545149.0 113 9512160.0 114 10002313.0 115 9399460.0 116 9397450.0 117 10688608.0 118 10128758.0 119 8596655.0 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,AR,1.407928466796875,"108 4309701.500 109 2550463.250 110 3951098.500 111 4513816.000 112 4517943.500 113 2699483.750 114 2308925.500 115 1820643.500 116 1019203.375 117 751712.000 118 645847.125 119 3910971.000 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do ITR,MLP,1.821918249130249,"108 9.087965e+04 109 5.311037e+04 110 1.111143e+05 111 2.010178e+05 112 1.671053e+05 113 6.171048e+04 114 1.240866e+05 115 8.472823e+04 116 1.832928e+05 117 1.411177e+06 118 4.612105e+05 119 1.316371e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Transferencias LC 61_1989,SES,0.9001820087432861,"108 76966.945312 109 72000.039062 110 72158.117188 111 75114.085938 112 72123.226562 113 82360.843750 114 78128.351562 115 72833.968750 116 72142.265625 117 56077.726562 118 72407.218750 119 77608.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,IPTU,AR,1.58583402633667,"108 7.640422e+04 109 7.752239e+04 110 8.767716e+04 111 1.186787e+06 112 8.767716e+04 113 1.184962e+05 114 8.784965e+04 115 1.100456e+05 116 8.655303e+04 117 1.146167e+06 118 1.235142e+05 119 1.235142e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,ISS,MLP,1.6857492923736572,"108 288734.089114 109 310666.563361 110 289155.372478 111 306289.758554 112 289777.331296 113 287052.780298 114 281924.990416 115 290375.465161 116 295224.436816 117 279219.130373 118 286615.178503 119 287203.859812 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,ITBI,AR,1.32877779006958,"108 82571.171875 109 99985.414062 110 97892.648438 111 89547.851562 112 81836.593750 113 81612.687500 114 89544.375000 115 78257.242188 116 81836.593750 117 78255.039062 118 106541.414062 119 74838.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,IRRF,SARIMAX,0.969853401184082,"108 280116.15625 109 279512.18750 110 279594.25000 111 279547.28125 112 279547.21875 113 279547.21875 114 279547.21875 115 279485.31250 116 279594.25000 117 279594.25000 118 279594.25000 119 279547.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do FPM,HWES,1.0082769393920898,"108 2083364.375 109 3156285.500 110 1839386.125 111 1909119.625 112 2083369.625 113 2123432.000 114 2083369.625 115 1839386.125 116 1839386.125 117 1612473.750 118 2083369.625 119 3156285.500 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,HWES,0.9046704769134521,"108 1912573.375 109 1590120.500 110 1630405.250 111 1823471.000 112 1868538.250 113 1809277.250 114 1802111.375 115 1823536.375 116 1823536.375 117 1823524.875 118 1868538.250 119 1818556.750 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,AR,2.839838743209839,"108 413108.437500 109 201604.968750 110 201626.750000 111 393461.968750 112 325619.531250 113 175826.484375 114 148187.437500 115 69239.781250 116 69225.273438 117 35376.410156 118 35376.410156 119 392100.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Transferencias LC 61_1989,HWES,0.9089169502258301,"108 18103.201172 109 15800.752930 110 16827.248047 111 18063.373047 112 16754.236328 113 18289.291016 114 18566.203125 115 18881.509766 116 17599.783203 117 17062.878906 118 18848.603516 119 17534.021484 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,1.783853530883789,"96 2627.581299 97 5512.689941 98 5644.565918 99 4321.933105 100 2505.523682 101 2510.295410 102 2253.472656 103 2290.336182 104 2520.720215 105 2217.094482 106 2068.325928 107 8450.852539 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,ISS,SES,0.8554375171661377,"108 41144.894531 109 41067.457031 110 41428.796875 111 41144.894531 112 41156.246094 113 41338.066406 114 44972.613281 115 44972.613281 116 44859.257812 117 44859.253906 118 45083.273438 119 45083.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,SARIMAX,1.6069738864898682,"106 31891.966797 107 31926.851562 108 31018.632812 109 31784.580078 110 32480.947266 111 32082.591797 112 31540.089844 113 32582.417969 114 32422.410156 115 32087.582031 116 31956.880859 117 32480.947266 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,IRRF,SARIMAX,1.1512451171875,"108 219899.468750 109 219899.468750 110 219951.781250 111 219951.781250 112 219885.015625 113 219885.015625 114 219885.015625 115 219885.015625 116 219885.015625 117 219885.015625 118 219951.781250 119 219951.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do FPM,HWES,1.6997179985046387,"108 1.664671e+06 109 1.893863e+06 110 1.123766e+06 111 1.166776e+06 112 1.664671e+06 113 1.433000e+06 114 1.664671e+06 115 1.123766e+06 116 1.123766e+06 117 9.946567e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,HWES,1.0819973945617676,"108 1192065.500 109 1138320.375 110 1098076.125 111 1117982.000 112 1190054.750 113 1120733.875 114 1108413.125 115 1145010.625 116 1145010.625 117 1198706.500 118 1123740.000 119 1169698.125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,AR,1.6281840801239014,"108 284981.406250 109 41056.152344 110 82232.703125 111 82232.703125 112 73477.164062 113 17259.773438 114 28918.646484 115 28918.646484 116 40311.132812 117 24051.802734 118 24135.382812 119 215682.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ITR,XGBoost,1.340041160583496,"96 352.742432 97 603.749512 98 3676.582275 99 3508.863037 100 3716.522461 101 3716.889893 102 3509.256592 103 3713.514160 104 1935.507568 105 1935.507568 106 3508.901123 107 3508.353027 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Transferencias LC 61_1989,HWES,1.3890135288238525,"108 7907.407227 109 8964.791992 110 10287.679688 111 10778.259766 112 10863.226562 113 10992.732422 114 12708.494141 115 8939.275391 116 8939.275391 117 13240.348633 118 8363.832031 119 8974.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,IPTU,HWES,1.5443511009216309,"87 131415.3750 88 411648.0000 89 546185.3750 90 576498.6250 91 584929.2500 92 576498.6250 93 576498.6250 94 546185.3750 95 546185.3750 96 537192.1875 97 581008.9375 98 582950.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,ISS,MLP,0.9101235866546631,"96 158526.818402 97 155272.506520 98 155200.027929 99 161547.790742 100 154004.297695 101 156650.981287 102 160619.404516 103 166598.156297 104 163493.224566 105 171447.599105 106 162003.103156 107 165845.277251 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,ITBI,MLP,1.2958076000213623,"96 35558.898472 97 38021.786032 98 40794.541582 99 38211.148174 100 41894.147567 101 39173.231695 102 40853.209058 103 40252.770530 104 39117.410237 105 42012.894794 106 37274.806850 107 39374.231909 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,IRRF,Prophet,1.7113380432128906,"94 263881.281250 95 264386.937500 96 264386.937500 97 264361.218750 98 260254.515625 99 264386.937500 100 264386.937500 101 264386.937500 102 265462.000000 103 264361.218750 104 265462.000000 105 265462.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do FPM,MLP,1.0063905715942383,"96 2.001346e+06 97 2.365259e+06 98 1.873006e+06 99 2.028965e+06 100 2.141086e+06 101 2.085356e+06 102 2.418593e+06 103 2.075349e+06 104 2.015484e+06 105 1.991123e+06 106 2.212256e+06 107 2.778396e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,HWES,0.8836369514465332,"96 1166897.000 97 1255943.625 98 1259396.500 99 1255943.625 100 1256531.375 101 1255943.625 102 1256569.125 103 1255846.375 104 1238975.125 105 1239134.250 106 1237995.125 107 1267312.250 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,XGBoost,1.5833778381347656,"94 704739.2500 95 680042.1250 96 680043.8750 97 704556.5625 98 673911.0000 99 680353.1250 100 675580.3125 101 675358.9375 102 669514.4375 103 667832.5625 104 667409.3750 105 704739.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ITR,HWES,1.3257980346679688,"92 80.751274 93 75.466621 94 75.466621 95 400.846069 96 87.535477 97 99.208237 98 67.825180 99 463.639832 100 540.913757 101 2068.532959 102 1987.663452 103 72.138809 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,IPTU,HWES,0.9517936706542969,"104 25274.128906 105 27994.617188 106 645323.875000 107 45731.652344 108 44311.031250 109 47893.503906 110 24568.941406 111 35841.925781 112 35841.925781 113 21776.230469 114 35115.703125 115 50185.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,ISS,MLP,1.9766829013824463,"108 108483.976341 109 95222.522965 110 97253.375306 111 95231.780418 112 98993.700158 113 99978.230224 114 99562.197017 115 98586.880756 116 92801.355216 117 104236.386409 118 90704.931145 119 118296.309414 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,ITBI,AR,2.1873764991760254,"108 54711.164062 109 45261.382812 110 59839.042969 111 53309.984375 112 34246.539062 113 56165.191406 114 41430.660156 115 56089.824219 116 42270.453125 117 42926.675781 118 40412.273438 119 49844.566406 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,IRRF,XGBoost,1.0769462585449219,"108 331514.750000 109 331514.750000 110 331514.750000 111 91714.085938 112 331514.750000 113 331514.750000 114 339593.687500 115 91714.085938 116 331514.750000 117 331514.750000 118 339593.687500 119 339593.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do FPM,HWES,1.015756607055664,"108 1640403.375 109 2525045.250 110 1398939.250 111 1523927.625 112 1640356.500 113 1661897.875 114 1640356.000 115 1398939.250 116 1394811.625 117 1239345.625 118 1640356.500 119 2525045.250 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,AR,1.1953036785125732,"108 1526233.375 109 1302583.500 110 1561416.500 111 1601735.625 112 1604872.750 113 1526187.125 114 1504076.000 115 1699405.750 116 1699405.750 117 1698485.875 118 1694909.000 119 1694903.875 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,SARIMAX,1.873328447341919,"107 155984.437500 108 114954.796875 109 155839.640625 110 266035.312500 111 164934.234375 112 68466.445312 113 45813.226562 114 45813.226562 115 54332.550781 116 30329.208984 117 30817.910156 118 154608.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ITR,SARIMAX,1.1084845066070557,"108 421.137329 109 434.924194 110 406.873962 111 406.760254 112 402.791840 113 355.478241 114 1177.474487 115 1186.301758 116 3066.530029 117 7116.613770 118 1170.638062 119 1175.829956 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Transferencias LC 61_1989,XGBoost,1.2835655212402344,"108 13235.745117 109 16857.275391 110 12666.647461 111 16875.517578 112 11901.996094 113 12555.228516 114 12717.696289 115 13327.486328 116 10843.000977 117 7325.772461 118 12870.664062 119 6584.365234 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,IPTU,XGBoost,1.7389602661132812,"108 7.031449e+04 109 2.445953e+05 110 1.000397e+06 111 2.036199e+05 112 1.982401e+05 113 1.004336e+05 114 1.125206e+05 115 1.006770e+05 116 6.387418e+04 117 7.938598e+04 118 1.044881e+05 119 9.758834e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,ISS,SARIMAX,1.0372819900512695,"108 564316.1875 109 563891.5000 110 563882.9375 111 559432.8125 112 556657.1875 113 556657.1875 114 570198.0625 115 566242.4375 116 567670.7500 117 570193.8750 118 567564.0000 119 566242.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,ITBI,SARIMAX,1.6586482524871826,"108 231874.375000 109 223494.281250 110 236118.109375 111 222749.765625 112 223495.078125 113 231875.171875 114 222748.281250 115 229351.406250 116 236118.109375 117 236118.109375 118 240877.062500 119 240877.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,IRRF,XGBoost,0.9427721500396729,"108 497701.46875 109 497457.65625 110 497996.65625 111 497972.87500 112 497701.46875 113 497996.65625 114 497996.65625 115 497996.65625 116 497996.65625 117 497996.65625 118 497996.65625 119 497980.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do FPM,HWES,1.3179993629455566,"108 2405722.750 109 3787537.250 110 2031497.500 111 2279765.750 112 2405723.250 113 2438218.000 114 2405723.250 115 2031497.500 116 1829067.875 117 1901575.375 118 2405723.250 119 3616668.500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,HWES,0.9393799304962158,"108 3844552.00 109 3253131.50 110 3259979.75 111 3157686.50 112 3523241.25 113 3234064.75 114 3152180.50 115 3509317.50 116 3509317.50 117 3157686.50 118 3523241.25 119 3477155.00 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,XGBoost,1.8334906101226807,"106 1.545197e+06 107 2.943656e+05 108 4.697907e+05 109 4.783473e+05 110 1.536701e+06 111 1.694396e+05 112 2.542643e+05 113 9.075042e+04 114 4.848111e+04 115 5.083588e+04 116 4.862535e+04 117 4.797293e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ITR,SARIMAX,1.3531584739685059,"103 400.219543 104 360.921082 105 349.912811 106 396.571136 107 408.902954 108 409.543396 109 408.175323 110 418.380005 111 260.964539 112 1755.316040 113 400.228760 114 364.048004 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Transferencias LC 61_1989,SES,1.2652208805084229,"108 33083.265625 109 29880.656250 110 32003.824219 111 32979.074219 112 33051.253906 113 35898.859375 114 35243.851562 115 32061.847656 116 34484.839844 117 35761.195312 118 36329.570312 119 35864.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,IPTU,SARIMAX,1.5574712753295898,"103 16841.925781 104 13923.332031 105 16968.142578 106 34337.824219 107 201767.437500 108 34337.824219 109 34337.824219 110 34337.824219 111 34337.824219 112 18726.603516 113 16841.507812 114 34337.824219 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,ISS,SARIMAX,1.6040189266204834,"108 35324.359375 109 38749.644531 110 38621.035156 111 35324.359375 112 35759.574219 113 35759.574219 114 35759.574219 115 35759.574219 116 35731.980469 117 35731.734375 118 35731.734375 119 35759.574219 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,ITBI,XGBoost,2.0606961250305176,"104 14965.024414 105 38603.507812 106 12614.192383 107 12614.192383 108 22886.103516 109 17304.382812 110 25601.792969 111 14285.653320 112 14285.672852 113 11898.210938 114 8255.685547 115 11811.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,IRRF,SARIMAX,2.2404892444610596,"107 112643.421875 108 108041.578125 109 112674.046875 110 104668.117188 111 112643.421875 112 104668.117188 113 104668.117188 114 112674.046875 115 112643.421875 116 104668.117188 117 158891.609375 118 158891.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do FPM,HWES,0.9971039295196533,"108 1233574.750 109 1893768.750 110 1109554.250 111 1151476.625 112 1233576.875 113 1253799.625 114 1233791.625 115 1109554.250 116 1109554.250 117 964165.875 118 1233576.875 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,HWES,1.0037271976470947,"108 1125716.750 109 1062868.250 110 1071479.875 111 1099420.000 112 1208199.250 113 1124726.375 114 1102450.875 115 1156405.125 116 1156405.125 117 1209341.000 118 1129747.625 119 1209368.125 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,SARIMAX,0.9124815464019775,"108 198936.156250 109 89370.390625 110 125808.015625 111 205119.906250 112 157747.343750 113 72389.710938 114 72074.539062 115 25964.376953 116 25418.859375 117 9150.126953 118 8700.172852 119 208789.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Transferencias LC 61_1989,XGBoost,1.1374626159667969,"108 9901.517578 109 8721.045898 110 10246.863281 111 10391.051758 112 8706.539062 113 8650.290039 114 8633.248047 115 10233.861328 116 8660.365234 117 9454.491211 118 9624.052734 119 10015.155273 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,IPTU,AR,1.7202472686767578,"78 -924.581909 79 700.166260 80 789.719604 81 3146.881836 82 1433.909668 83 3394.035400 84 6297.993652 85 4117.729980 86 4022.663574 87 2646.873047 88 6700.082520 89 2632.997314 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,ISS,MLP,1.5627882480621338,"108 15022.582881 109 15803.237371 110 15730.401168 111 15762.178567 112 17073.108922 113 18080.234350 114 17379.470302 115 17293.009214 116 17021.431113 117 18218.901793 118 20242.767181 119 19237.188271 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,ITBI,XGBoost,2.439483165740967,"107 11430.659180 108 13394.995117 109 9508.792969 110 11207.188477 111 10440.083008 112 13211.714844 113 13394.954102 114 13394.968750 115 9372.696289 116 16293.135742 117 12784.091797 118 9372.696289 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,IRRF,Prophet,1.8214998245239258,"108 43383.589844 109 43383.589844 110 43383.589844 111 43383.589844 112 105247.203125 113 43383.589844 114 43383.589844 115 43383.589844 116 43383.589844 117 105247.203125 118 105247.203125 119 105247.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do FPM,HWES,1.4261116981506348,"108 1.522531e+06 109 1.893768e+06 110 1.114503e+06 111 1.138399e+06 112 1.522531e+06 113 1.312191e+06 114 1.522531e+06 115 1.114503e+06 116 1.114598e+06 117 9.620224e+05 118 1.893768e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,HWES,0.9633219242095947,"108 487420.56250 109 418087.21875 110 417441.90625 111 492107.87500 112 501399.78125 113 474010.84375 114 492107.87500 115 494774.28125 116 494774.28125 117 483020.96875 118 474636.84375 119 483020.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.6845371723175049,"108 58190.417969 109 19281.902344 110 58534.179688 111 60174.890625 112 24635.873047 113 20193.738281 114 8220.895508 115 8220.895508 116 6280.843262 117 5725.721191 118 3083.300293 119 63128.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ITR,XGBoost,1.514772653579712,"96 151.607025 97 770.022095 98 151.607025 99 199.073090 100 118.514755 101 115.206818 102 581.769897 103 563.698669 104 5064.704590 105 9488.778320 106 770.022095 107 582.198242 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Transferencias LC 61_1989,AR,1.3891708850860596,"60 3620.183594 61 4036.997314 62 3478.176514 63 3630.422607 64 2487.255127 65 2487.255127 66 2487.235352 67 2487.255127 68 2488.320312 69 3624.924072 70 2487.255127 71 2487.235352 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,IPTU,SARIMAX,1.7553949356079102,"108 2441.360352 109 4183.597168 110 8185.913086 111 113807.062500 112 16316.209961 113 10370.388672 114 9645.137695 115 8503.639648 116 7817.454590 117 16000.870117 118 8092.091309 119 5320.525391 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,ISS,XGBoost,1.6181933879852295,"108 24553.105469 109 19735.736328 110 17971.281250 111 18424.068359 112 23564.748047 113 23597.437500 114 22632.312500 115 21124.156250 116 20057.210938 117 19836.664062 118 15819.430664 119 13663.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,ITBI,SES,0.95389723777771,"108 46841.851562 109 29969.888672 110 63616.945312 111 38587.929688 112 38687.820312 113 42131.453125 114 37879.417969 115 41243.972656 116 22924.548828 117 28548.720703 118 21262.814453 119 36175.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,IRRF,SARIMAX,1.7270667552947998,"108 233733.578125 109 233733.578125 110 233733.578125 111 233733.578125 112 233733.578125 113 233733.578125 114 178270.968750 115 233733.578125 116 233733.578125 117 233733.578125 118 233733.578125 119 233733.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do FPM,HWES,0.9400691986083984,"108 1309367.250 109 1893765.750 110 1139542.625 111 1282694.625 112 1893765.750 113 1297702.125 114 1893765.750 115 1139542.625 116 1139543.875 117 1096288.500 118 1893765.750 119 1893765.750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,HWES,0.9179024696350098,"108 1361856.500 109 1356648.625 110 1356857.500 111 1538724.250 112 1552819.375 113 1383897.875 114 1331073.750 115 1538918.625 116 1538918.625 117 1552815.875 118 1384447.250 119 1533441.625 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,MLP,1.578855276107788,"107 201607.780483 108 134871.471542 109 76585.094355 110 128790.307047 111 137059.315958 112 75974.199052 113 107828.637791 114 30459.604748 115 35212.073773 116 34626.401745 117 35322.453115 118 118187.441612 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,IPTU,AR,2.495375394821167,"108 320742.562500 109 206786.031250 110 30961.980469 111 30961.980469 112 30961.980469 113 30781.935547 114 103872.226562 115 30953.167969 116 30961.980469 117 103872.226562 118 30961.980469 119 30961.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,ISS,MLP,1.1635768413543701,"108 95679.280079 109 100822.217781 110 94265.351180 111 95077.163000 112 96430.248401 113 101997.956949 114 97172.692637 115 109552.043014 116 113031.313051 117 106184.943667 118 111083.408957 119 114109.879446 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,ITBI,SARIMAX,1.6193187236785889,"108 31201.923828 109 28453.404297 110 35212.480469 111 30757.103516 112 29579.773438 113 30785.869141 114 28544.841797 115 29581.535156 116 29878.289062 117 41687.417969 118 30785.869141 119 30757.103516 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,IRRF,SARIMAX,0.9594912528991699,"108 154051.296875 109 154051.296875 110 154051.296875 111 154051.296875 112 154051.296875 113 154051.296875 114 154051.296875 115 154051.296875 116 154051.296875 117 154051.296875 118 154051.296875 119 154051.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do FPM,HWES,0.9700391292572021,"108 1.252988e+06 109 1.893769e+06 110 1.102922e+06 111 1.159408e+06 112 1.254466e+06 113 1.229119e+06 114 1.254466e+06 115 1.102922e+06 116 1.102922e+06 117 9.541529e+05 118 1.254466e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,HWES,0.8753554821014404,"108 573162.5625 109 563547.9375 110 570308.9375 111 565829.7500 112 601351.9375 113 572429.1875 114 565049.8750 115 572433.0625 116 572866.7500 117 565829.7500 118 601351.9375 119 721117.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,HWES,1.2994661331176758,"105 239523.093750 106 78578.468750 107 92174.562500 108 208292.218750 109 208176.781250 110 48555.253906 111 48555.253906 112 47918.699219 113 48477.273438 114 22181.197266 115 20502.871094 116 239523.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do ITR,XGBoost,1.5903196334838867,"92 2476.818115 93 95.434021 94 2401.523438 95 112.613319 96 2503.018311 97 128.899338 98 128.899338 99 2485.477539 100 10274.293945 101 10274.314453 102 2430.530273 103 125.890968 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Transferencias LC 61_1989,HWES,1.1060032844543457,"72 4497.457520 73 6044.443848 74 5976.889648 75 5721.573730 76 5967.758789 77 7419.581055 78 6762.619141 79 5968.025879 80 4868.102051 81 4664.813965 82 7420.433105 83 5634.114746 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,IPTU,XGBoost,1.0483248233795166,"108 40758.449219 109 91623.992188 110 90602.460938 111 442510.812500 112 109736.312500 113 152142.812500 114 140021.281250 115 165560.406250 116 129363.648438 117 512546.781250 118 129363.648438 119 129366.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,ISS,MLP,1.0130820274353027,"108 1.954254e+06 109 1.804706e+06 110 1.860067e+06 111 2.518485e+06 112 1.937382e+06 113 1.886365e+06 114 1.905799e+06 115 2.023261e+06 116 2.042767e+06 117 1.985124e+06 118 2.001489e+06 119 2.090018e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,ITBI,SES,1.1099896430969238,"108 366781.56250 109 358540.21875 110 345722.31250 111 366087.34375 112 356894.21875 113 370187.50000 114 293840.43750 115 574433.81250 116 512362.06250 117 339491.15625 118 319253.62500 119 334470.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,IRRF,SARIMAX,1.1079487800598145,"108 826147.500 109 826062.000 110 885853.500 111 885853.500 112 885853.500 113 885853.500 114 885853.500 115 826147.500 116 826147.500 117 885853.500 118 885853.500 119 1098124.875 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do FPM,HWES,1.4416108131408691,"108 3218788.25 109 5050049.50 110 2752884.25 111 3043893.50 112 3219820.50 113 3241877.75 114 3219820.50 115 2752884.25 116 2752884.25 117 2508293.75 118 3219820.50 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,HWES,0.8258473873138428,"108 5889146.5 109 4529112.5 110 4559849.0 111 5902451.5 112 5899253.5 113 5974668.5 114 5892062.0 115 5898018.0 116 5898018.0 117 5899253.5 118 5889146.5 119 5899253.5 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,AR,1.5177299976348877,"108 2.567127e+06 109 1.199546e+06 110 1.440302e+06 111 2.066574e+06 112 1.124439e+06 113 5.825224e+05 114 5.280641e+05 115 2.591047e+05 116 2.584030e+05 117 2.096762e+05 118 1.365602e+05 119 2.567204e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Transferencias LC 61_1989,HWES,1.4393017292022705,"108 52243.550781 109 47132.902344 110 58135.722656 111 54152.746094 112 52878.402344 113 56890.941406 114 60084.894531 115 51905.699219 116 53647.546875 117 57084.546875 118 56976.015625 119 55910.128906 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,SARIMAX,1.7102744579315186,"106 43493.675781 107 59144.953125 108 189282.937500 109 70641.578125 110 70348.843750 111 149698.312500 112 999045.500000 113 151817.500000 114 149698.312500 115 150295.515625 116 151817.500000 117 143421.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,XGBoost,1.5397047996520996,"108 178061.968750 109 178025.609375 110 178076.468750 111 178076.468750 112 178069.640625 113 178042.375000 114 175537.031250 115 250721.546875 116 175882.546875 117 175545.687500 118 175574.562500 119 175583.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,AR,1.2924280166625977,"108 222960.250000 109 184027.437500 110 182526.562500 111 117652.664062 112 174255.750000 113 150807.375000 114 110840.125000 115 175448.781250 116 111631.968750 117 198688.562500 118 150898.859375 119 140157.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,IRRF,Prophet,1.165503740310669,"108 156139.796875 109 156139.796875 110 156139.796875 111 156139.796875 112 156139.796875 113 156140.390625 114 156140.390625 115 156140.390625 116 156112.703125 117 156140.390625 118 156139.796875 119 225275.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do FPM,SARIMAX,1.0003180503845215,"108 1294494.875 109 1889809.375 110 1055848.750 111 1064139.375 112 1294494.875 113 1294626.375 114 1893768.625 115 1055848.750 116 1055848.750 117 973594.375 118 1294494.875 119 1889809.375 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,HWES,0.9857213497161865,"108 2489116.50 109 2452610.50 110 2442924.00 111 2347317.75 112 2373867.50 113 2303469.75 114 2328692.75 115 2347317.75 116 2347317.75 117 2373266.25 118 2323742.25 119 2373266.25 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,AR,1.7338283061981201,"108 316455.562500 109 179441.140625 110 152467.687500 111 316563.156250 112 316569.625000 113 124878.617188 114 171236.687500 115 107066.945312 116 105896.929688 117 49415.957031 118 49490.972656 119 316606.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ITR,HWES,2.130455493927002,"108 2.170798e+05 109 3.684495e+04 110 3.910823e+04 111 3.257798e+04 112 3.252567e+04 113 3.162313e+04 114 6.525719e+04 115 3.910823e+04 116 3.913458e+05 117 2.151080e+06 118 2.170349e+05 119 1.922893e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,IPTU,MLP,2.152055025100708,"95 37364.676800 96 42367.064295 97 48177.010174 98 56476.466147 99 79194.953037 100 70348.768718 101 62119.240698 102 68731.424104 103 100770.467437 104 74398.470225 105 80503.492924 106 90048.701720 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,ISS,AR,3.19628643989563,"96 22139.378906 97 15100.338867 98 22482.873047 99 21153.347656 100 13982.257812 101 15050.571289 102 21364.798828 103 14756.842773 104 13982.257812 105 15377.073242 106 15128.563477 107 22432.074219 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,ITBI,AR,1.2837026119232178,"95 9431.050781 96 4740.168457 97 8412.644531 98 3386.847412 99 8282.753906 100 4998.987793 101 12346.439453 102 14113.319336 103 8776.971680 104 22774.841797 105 176602.187500 106 15929.291016 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,IRRF,Prophet,0.913226842880249,"96 141888.890625 97 126505.093750 98 141393.125000 99 154649.031250 100 127913.117188 101 126518.789062 102 126505.093750 103 151153.890625 104 126505.093750 105 126505.093750 106 126518.789062 107 151153.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do FPM,HWES,1.0416088104248047,"96 1381329.000 97 1893772.250 98 1084682.750 99 1124678.250 100 1381331.875 101 1383440.750 102 1381331.875 103 1084682.750 104 1087283.500 105 956346.500 106 1381331.875 107 1893772.250 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,HWES,0.7298173904418945,"96 837594.7500 97 828117.3750 98 845556.2500 99 882681.7500 100 884750.5000 101 826184.6875 102 882681.7500 103 883507.6875 104 883507.6875 105 882221.6250 106 851649.3125 107 882221.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,AR,1.3737475872039795,"96 73006.054688 97 22794.189453 98 49363.820312 99 73006.054688 100 51132.355469 101 11676.069336 102 14744.935547 103 11742.780273 104 23549.849609 105 14744.935547 106 14531.262695 107 79002.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ITR,MLP,2.1991031169891357,"96 4414.586083 97 2903.502185 98 1986.766382 99 2008.944900 100 2274.846728 101 2041.091133 102 2810.319649 103 3537.174166 104 31813.242179 105 149691.815781 106 9043.962566 107 9329.182008 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Transferencias LC 61_1989,HWES,1.8807282447814941,"96 8225.913086 97 7373.150879 98 7130.909668 99 7219.800293 100 7448.369629 101 7214.540039 102 7280.442871 103 7547.311035 104 9021.377930 105 7085.907715 106 7003.063965 107 6677.329590 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,IPTU,SES,1.8728337287902832,"108 72960.617188 109 69315.921875 110 713883.500000 111 854569.062500 112 716342.750000 113 777894.062500 114 777894.062500 115 716342.750000 116 105675.937500 117 109714.031250 118 719417.687500 119 118462.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,ISS,SES,2.1618165969848633,"108 393482.93750 109 407801.21875 110 405967.65625 111 391184.75000 112 391184.75000 113 405967.65625 114 406043.18750 115 393831.84375 116 393530.46875 117 391743.25000 118 389347.65625 119 381148.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,ITBI,XGBoost,1.038719892501831,"108 97716.804688 109 89586.460938 110 106240.679688 111 98459.320312 112 104002.078125 113 106409.289062 114 125253.257812 115 74378.804688 116 106144.507812 117 105614.648438 118 124273.468750 119 93676.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,IRRF,SARIMAX,1.055452585220337,"108 424257.43750 109 424342.93750 110 424257.43750 111 424257.43750 112 424344.00000 113 423940.18750 114 423940.18750 115 424257.43750 116 424344.00000 117 424342.93750 118 424257.43750 119 428744.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do FPM,HWES,0.9472506046295166,"108 3035665.000 109 3156247.750 110 1677321.125 111 3035626.750 112 3035631.750 113 3035626.750 114 3035631.750 115 1677321.125 116 1677321.125 117 1601301.500 118 3035631.750 119 3156247.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,HWES,0.9774668216705322,"108 1866967.750 109 1836765.875 110 1846741.875 111 1918267.875 112 1913660.125 113 1879856.875 114 1918267.875 115 1902495.500 116 1902495.500 117 1899205.375 118 1882844.375 119 1899205.375 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,AR,1.590688705444336,"108 741521.437500 109 169740.812500 110 261494.218750 111 535321.750000 112 261494.218750 113 91238.968750 114 56164.886719 115 51478.398438 116 27748.042969 117 18292.525391 118 59418.742188 119 741521.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ITR,XGBoost,3.0188889503479004,"107 295.647614 108 313.128082 109 301.548096 110 299.676178 111 295.647614 112 277.155151 113 313.128082 114 277.155151 115 8599.464844 116 524.692505 117 60.458427 118 221.056305 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,IPTU,SARIMAX,1.7014491558074951,"106 5219.622070 107 6922.459473 108 239388.468750 109 721674.312500 110 73261.156250 111 83912.734375 112 83690.570312 113 76386.492188 114 23442.839844 115 28589.539062 116 22686.744141 117 21713.009766 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,ISS,MLP,1.4398462772369385,"108 65550.003695 109 59584.690051 110 60474.606694 111 65470.229885 112 59946.633649 113 60180.908075 114 59044.754476 115 61843.088691 116 68095.793766 117 64641.763596 118 66431.946115 119 67679.005306 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,ITBI,AR,3.0943822860717773,"106 15032.152344 107 19039.957031 108 17485.054688 109 16721.179688 110 21404.193359 111 15897.639648 112 17425.210938 113 13874.552734 114 18274.929688 115 18421.736328 116 18072.550781 117 16195.001953 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,IRRF,SARIMAX,1.0114200115203857,"108 84475.515625 109 151225.687500 110 151225.687500 111 151225.687500 112 84475.515625 113 151225.687500 114 84475.515625 115 84475.500000 116 84475.515625 117 84475.500000 118 84475.515625 119 151225.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do FPM,HWES,0.845238447189331,"108 1209816.125 109 1893806.875 110 1109416.875 111 1151615.250 112 1209856.875 113 1233829.125 114 1211480.750 115 1109416.875 116 1110145.750 117 959232.875 118 1209856.875 119 1893806.875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,HWES,1.3942534923553467,"108 925276.5000 109 628659.6250 110 750193.3125 111 892912.8125 112 927814.9375 113 908896.8750 114 908166.6875 115 932305.2500 116 944193.5000 117 930175.4375 118 919700.9375 119 930175.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,SARIMAX,2.0256640911102295,"108 463781.937500 109 89255.429688 110 86873.546875 111 152992.765625 112 90193.601562 113 49163.089844 114 47418.835938 115 12913.697266 116 39360.382812 117 17671.507812 118 11813.112305 119 463781.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ITR,SES,1.5326266288757324,"90 3066.182861 91 3064.031006 92 3322.070312 93 16215.208008 94 2983.515381 95 2983.702393 96 16788.814453 97 4470.028320 98 4468.595703 99 4468.595703 100 2966.813477 101 2966.813477 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Transferencias LC 61_1989,HWES,1.1507515907287598,"108 7789.793945 109 9714.114258 110 7567.627441 111 8098.808594 112 8107.707520 113 8215.939453 114 7433.263184 115 7061.022949 116 7323.240234 117 8200.497070 118 7567.824707 119 8127.105957 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,IPTU,XGBoost,1.4083499908447266,"96 5.363074e+05 97 4.523194e+05 98 8.273216e+06 99 1.043152e+06 100 4.250742e+05 101 4.250742e+05 102 3.781072e+05 103 3.781056e+05 104 3.760582e+05 105 3.785568e+05 106 4.468077e+05 107 4.470185e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,ISS,SES,0.9966866970062256,"96 1.034591e+06 97 8.503404e+05 98 1.020911e+06 99 8.883620e+05 100 8.883620e+05 101 1.034591e+06 102 1.032540e+06 103 1.020911e+06 104 1.032540e+06 105 1.034591e+06 106 1.020911e+06 107 1.020911e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,ITBI,HWES,1.0917928218841553,"96 326973.43750 97 327641.93750 98 342593.78125 99 336650.81250 100 317927.18750 101 509817.03125 102 326241.31250 103 461284.40625 104 511282.46875 105 327643.53125 106 329368.00000 107 309531.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,IRRF,MLP,1.5800371170043945,"96 1.193173e+06 97 1.181839e+06 98 1.287319e+06 99 1.322237e+06 100 1.392732e+06 101 1.459628e+06 102 1.754314e+06 103 1.590004e+06 104 1.630572e+06 105 1.714758e+06 106 1.807408e+06 107 2.038107e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do FPM,MLP,1.473787546157837,"95 4.458582e+06 96 8.802092e+06 97 4.419188e+06 98 4.805714e+06 99 5.089068e+06 100 4.972294e+06 101 5.786474e+06 102 4.985249e+06 103 4.860477e+06 104 4.818320e+06 105 5.369752e+06 106 6.746216e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,SES,1.0232770442962646,"96 1942865.875 97 2351924.250 98 2460587.250 99 2350858.250 100 2460715.750 101 2350858.250 102 2350858.250 103 2343074.250 104 2342665.500 105 2323249.500 106 2233177.750 107 2451386.250 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,MLP,1.5595903396606445,"96 1.684509e+06 97 1.079740e+06 98 1.149871e+06 99 2.213729e+06 100 1.723954e+06 101 8.576940e+05 102 6.721355e+05 103 6.363612e+05 104 4.639354e+05 105 4.240271e+05 106 4.327607e+05 107 2.806385e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ITR,MLP,2.1155495643615723,"81 2144.853439 82 2435.101194 83 2765.415410 84 2510.786274 85 2209.621528 86 2483.414333 87 2792.515612 88 3126.191733 89 3422.802905 90 3204.055375 91 3044.874682 92 3455.645191 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Transferencias LC 61_1989,AR,0.7848732471466064,"96 21889.634766 97 21731.564453 98 20001.578125 99 21904.570312 100 17571.958984 101 19789.287109 102 17624.208984 103 19786.181641 104 22656.558594 105 22651.771484 106 19787.976562 107 17624.208984 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,IPTU,SARIMAX,1.8932507038116455,"108 6027.030762 109 5805.670898 110 10283.512695 111 4710.563965 112 260149.187500 113 260149.187500 114 24984.958984 115 78891.593750 116 79929.632812 117 8224.216797 118 9554.133789 119 8229.768555 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,ISS,Prophet,1.0757839679718018,"108 117626.609375 109 121423.312500 110 121161.085938 111 122911.195312 112 121339.304688 113 121194.765625 114 121524.531250 115 132578.953125 116 132608.218750 117 132559.296875 118 133523.390625 119 134060.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,ITBI,SARIMAX,2.7284939289093018,"108 35534.070312 109 36486.664062 110 89035.210938 111 27267.103516 112 36394.410156 113 30807.710938 114 36448.523438 115 38383.457031 116 34321.992188 117 36673.570312 118 34641.449219 119 34641.449219 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,IRRF,MLP,1.3718414306640625,"108 97317.724742 109 90968.906151 110 94834.346274 111 93679.204007 112 95446.009628 113 91917.054053 114 92768.208281 115 93131.612091 116 97387.717972 117 94405.253345 118 92724.756922 119 109120.967358 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do FPM,HWES,1.0028462409973145,"108 1647728.875 109 2525025.000 110 1478394.500 111 1524092.375 112 1650953.875 113 1671869.750 114 1651565.375 115 1478394.500 116 1478505.250 117 1303140.750 118 1650953.875 119 2525025.000 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,HWES,1.0281486511230469,"108 975174.1250 109 810442.8750 110 808538.3125 111 997666.6250 112 982661.6250 113 912363.7500 114 998297.6875 115 977687.6250 116 977687.6250 117 977687.6250 118 920023.6250 119 974432.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,AR,2.44462251663208,"108 466125.687500 109 140762.125000 110 195887.218750 111 316132.031250 112 218419.093750 113 115653.289062 114 54433.910156 115 54432.410156 116 59518.320312 117 14637.550781 118 31565.308594 119 466125.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ITR,SARIMAX,1.4438319206237793,"105 65.180603 106 19.293413 107 31.137085 108 64.748993 109 63.616516 110 63.616516 111 62.291958 112 15.424004 113 5264.062500 114 7797.836914 115 5198.549805 116 742.810852 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Transferencias LC 61_1989,SES,1.1590461730957031,"108 8550.790039 109 7216.239258 110 8157.256348 111 7879.030762 112 8767.540039 113 8303.710938 114 9997.783203 115 9276.851562 116 9491.385742 117 9015.690430 118 8882.072266 119 9171.327148 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,IPTU,HWES,1.0000362396240234,"108 96169.273438 109 128405.539062 110 263529.406250 111 108985.054688 112 99313.617188 113 101121.828125 114 92227.851562 115 99314.484375 116 100492.023438 117 92084.546875 118 92227.851562 119 258735.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,ISS,MLP,0.8524889945983887,"108 367099.506523 109 369678.151526 110 355175.186938 111 383638.571284 112 374658.713011 113 371281.665267 114 359495.983677 115 374568.496669 116 390982.326026 117 372867.416937 118 405415.414239 119 375322.935406 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,ITBI,XGBoost,3.0835132598876953,"108 110259.828125 109 112874.382812 110 109202.984375 111 99674.765625 112 109633.179688 113 118760.484375 114 109225.640625 115 110259.828125 116 80069.132812 117 95445.062500 118 138510.687500 119 81682.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,IRRF,SARIMAX,0.8982391357421875,"108 343648.46875 109 343648.46875 110 343648.46875 111 343648.46875 112 343648.46875 113 440674.25000 114 343648.46875 115 440677.21875 116 343648.46875 117 440674.25000 118 343648.46875 119 440704.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do FPM,HWES,1.0222978591918945,"108 2818178.250 109 3787543.500 110 2218852.500 111 2298225.000 112 3419982.500 113 2930957.750 114 3787543.500 115 2218852.500 116 2218444.250 117 1906595.375 118 3419982.500 119 3787543.500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,HWES,0.8965508937835693,"108 2905875.75 109 2697210.50 110 2989313.00 111 3078749.50 112 3081763.75 113 2923190.00 114 3078778.75 115 3078778.75 116 3078778.75 117 3081767.75 118 2923190.00 119 3081767.75 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,AR,2.9004502296447754,"108 427069.187500 109 203367.000000 110 378267.593750 111 419435.843750 112 419435.843750 113 199388.578125 114 100526.484375 115 99042.015625 116 120035.367188 117 41480.925781 118 45240.289062 119 419511.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ITR,AR,2.0194733142852783,"96 1.750793e+05 97 2.403241e+04 98 2.620004e+04 99 2.271354e+04 100 2.456866e+04 101 2.414866e+04 102 2.542294e+04 103 2.271354e+04 104 1.858940e+05 105 1.065807e+06 106 3.001350e+05 107 1.882179e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Transferencias LC 61_1989,MLP,0.8665885925292969,"108 25363.354549 109 23201.131101 110 23909.558527 111 24520.351469 112 24234.031431 113 24714.631430 114 24837.102077 115 24273.890580 116 24389.446552 117 26778.802307 118 23903.872367 119 24946.309956 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,IPTU,Prophet,2.0767428874969482,"108 19244.675781 109 19136.074219 110 41338.585938 111 327346.625000 112 61617.660156 113 88272.679688 114 86306.695312 115 45907.554688 116 45881.906250 117 22215.820312 118 22185.626953 119 30888.591797 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,ISS,XGBoost,0.837735652923584,"108 93309.562500 109 93208.281250 110 93206.859375 111 93140.984375 112 93140.984375 113 93208.281250 114 94509.281250 115 97318.046875 116 102439.789062 117 102439.789062 118 102439.789062 119 102439.789062 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,ITBI,MLP,0.9414286613464355,"108 88428.262462 109 84610.824007 110 101666.178049 111 111315.058128 112 94230.101174 113 128422.266952 114 88544.936938 115 119886.200130 116 90715.468476 117 120421.590852 118 97322.194329 119 87771.908371 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,IRRF,AR,2.5763583183288574,"108 185122.09375 109 185122.09375 110 334437.34375 111 185122.09375 112 185122.09375 113 334437.34375 114 334437.34375 115 185122.09375 116 334437.34375 117 185122.09375 118 185122.09375 119 334437.34375 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do FPM,HWES,2.077885389328003,"108 1883251.125 109 1886893.625 110 1889947.750 111 1883251.375 112 1883251.125 113 1883251.375 114 1893790.500 115 1889947.750 116 1889947.750 117 1878781.250 118 1883251.125 119 1886893.625 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,HWES,1.1477570533752441,"108 2043457.000 109 2009260.125 110 1882988.625 111 1876257.750 112 1873167.000 113 1881999.125 114 1876531.875 115 1876180.875 116 1876257.750 117 1877197.125 118 1877721.375 119 1876347.375 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,XGBoost,1.697875738143921,"108 259190.859375 109 329075.906250 110 298925.562500 111 60670.066406 112 255933.156250 113 330596.281250 114 291586.281250 115 303861.093750 116 303667.750000 117 306252.562500 118 306252.562500 119 61415.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,IPTU,XGBoost,2.6116597652435303,"103 3524.576172 104 3773.403076 105 11385.362305 106 9724.343750 107 11384.871094 108 5722.304199 109 9148.188477 110 9261.482422 111 5714.957031 112 9096.908203 113 9261.482422 114 9509.172852 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,ISS,MLP,1.4983320236206055,"108 52403.397565 109 75051.524729 110 45227.463563 111 49507.746757 112 55245.770745 113 53647.919685 114 52797.945193 115 49173.709126 116 46796.087119 117 15659.301318 118 46495.650691 119 51265.604134 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,ITBI,AR,1.3326969146728516,"95 138279.015625 96 91289.156250 97 83264.500000 98 81495.164062 99 105136.312500 100 102351.507812 101 89516.656250 102 10764.784180 103 93984.812500 104 90945.390625 105 281560.656250 106 86821.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,IRRF,XGBoost,1.0552408695220947,"108 211453.31250 109 208430.03125 110 211404.62500 111 211404.62500 112 211453.31250 113 211404.62500 114 211404.62500 115 211404.62500 116 211404.62500 117 211404.62500 118 211507.00000 119 211452.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do FPM,HWES,1.5697722434997559,"108 1.199520e+06 109 1.893769e+06 110 1.049227e+06 111 1.142545e+06 112 1.199523e+06 113 1.223959e+06 114 1.199522e+06 115 1.049227e+06 116 1.046326e+06 117 9.418689e+05 118 1.199523e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,HWES,0.9466521739959717,"108 1121333.125 109 1089565.250 110 1139403.000 111 1124608.750 112 1121403.875 113 1121333.125 114 1121398.500 115 1124623.500 116 1124623.500 117 1137436.375 118 1121333.125 119 1137436.375 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,XGBoost,2.1119139194488525,"95 37662.753906 96 27677.619141 97 27676.445312 98 27677.619141 99 34515.949219 100 32170.492188 101 18284.037109 102 11371.417969 103 11459.350586 104 12520.213867 105 11459.350586 106 29841.337891 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ITR,SARIMAX,2.6594510078430176,"104 116202.937500 105 87402.898438 106 86571.585938 107 86568.132812 108 86667.046875 109 87402.898438 110 86512.593750 111 86392.703125 112 238304.015625 113 627551.187500 114 237115.812500 115 237122.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Transferencias LC 61_1989,SARIMAX,1.5439276695251465,"108 9510.247070 109 8812.414062 110 9364.274414 111 10187.320312 112 9967.494141 113 10006.878906 114 9994.265625 115 10923.950195 116 10587.525391 117 10738.772461 118 10398.134766 119 10704.418945 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,IPTU,SARIMAX,1.3524484634399414,"96 3813.212891 97 25176.455078 98 4346.395508 99 25427.542969 100 173122.437500 101 39038.386719 102 -16.949793 103 -703.257507 104 1235.284302 105 1619.375488 106 1363.195190 107 1363.195190 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,ISS,Prophet,1.1319780349731445,"108 69133.890625 109 72877.171875 110 68361.375000 111 69873.578125 112 67243.015625 113 68379.335938 114 68616.093750 115 74485.687500 116 68379.335938 117 67192.898438 118 73217.039062 119 69102.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,ITBI,XGBoost,1.5245273113250732,"108 40277.109375 109 39568.851562 110 41350.105469 111 39568.851562 112 41354.488281 113 40953.796875 114 41350.105469 115 41354.488281 116 41354.488281 117 41350.105469 118 42074.460938 119 41625.527344 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,IRRF,AR,1.1775827407836914,"108 12348.583984 109 116142.351562 110 109263.718750 111 109263.718750 112 116091.562500 113 116091.562500 114 109263.718750 115 117219.382812 116 109263.718750 117 115354.960938 118 109263.718750 119 239548.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do FPM,AR,1.1968529224395752,"108 1316447.125 109 2525024.500 110 1316296.750 111 1422307.750 112 1534270.375 113 1540595.000 114 2525024.500 115 1316296.750 116 1316447.125 117 1227866.875 118 1534270.375 119 2525024.500 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,HWES,1.8830058574676514,"108 705066.0000 109 543088.1250 110 634314.5000 111 650278.1875 112 686683.6250 113 689953.4375 114 651713.9375 115 753919.7500 116 753855.1875 117 690066.7500 118 704478.0625 119 730914.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,AR,1.4812524318695068,"108 189718.484375 109 70912.007812 110 100356.429688 111 153320.937500 112 100112.617188 113 60678.957031 114 35911.675781 115 23130.919922 116 3347.432617 117 9564.307617 118 8065.399902 119 188710.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ITR,MLP,2.2944836616516113,"105 1038.883208 106 1099.450043 107 1925.932937 108 1605.112367 109 1410.181595 110 1448.893666 111 1793.816845 112 2853.879572 113 12644.575315 114 14228.444802 115 1998.611968 116 2836.509961 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Transferencias LC 61_1989,SES,1.1286675930023193,"108 6346.166504 109 7831.497070 110 6308.589355 111 6656.570312 112 6629.402832 113 6021.900391 114 6080.413086 115 5723.916992 116 5734.706055 117 4270.747559 118 6315.810059 119 7184.251465 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,IPTU,SARIMAX,1.8190052509307861,"108 34772.539062 109 266419.625000 110 65543.015625 111 45381.644531 112 35150.261719 113 40978.304688 114 40978.093750 115 2497.525879 116 2676.324463 117 35150.261719 118 923.260315 119 2712.685791 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,ISS,SARIMAX,1.0367519855499268,"108 130126.257812 109 129210.492188 110 129210.492188 111 147690.140625 112 129210.492188 113 147690.140625 114 126147.476562 115 147690.140625 116 147690.140625 117 147053.921875 118 126738.570312 119 126147.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,ITBI,SES,1.8520901203155518,"107 31272.521484 108 38858.507812 109 26255.093750 110 24042.417969 111 20780.384766 112 32865.234375 113 45388.062500 114 34500.468750 115 17505.910156 116 34500.468750 117 17337.710938 118 46160.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,IRRF,SARIMAX,1.5097532272338867,"108 97465.875000 109 96251.898438 110 96250.968750 111 96251.898438 112 96250.968750 113 96251.898438 114 96250.968750 115 96250.968750 116 96251.898438 117 96251.898438 118 96251.898438 119 96251.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do FPM,HWES,1.741694688796997,"108 1.237277e+06 109 1.893809e+06 110 1.103691e+06 111 1.144530e+06 112 1.238487e+06 113 1.248054e+06 114 1.238487e+06 115 1.103691e+06 116 1.103693e+06 117 9.706116e+05 118 1.238487e+06 119 1.893809e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,HWES,0.9075708389282227,"108 641191.5000 109 632129.4375 110 566749.8125 111 699823.3125 112 699890.4375 113 641191.5000 114 697632.3125 115 700316.9375 116 700316.9375 117 699890.4375 118 641586.1875 119 699890.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,AR,1.7767655849456787,"108 164294.078125 109 69108.843750 110 62721.644531 111 130127.179688 112 62890.253906 113 23616.898438 114 17824.816406 115 16757.806641 116 16757.806641 117 16701.634766 118 16802.853516 119 148601.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ITR,AR,1.5747630596160889,"100 98.305145 101 88.170540 102 97.408875 103 82.211143 104 84.059235 105 52.022411 106 72.577621 107 392.418213 108 4529.549316 109 4068.547607 110 33.548752 111 91.974258 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Transferencias LC 61_1989,HWES,1.2167253494262695,"108 6128.064453 109 4740.578613 110 5964.341309 111 6581.615234 112 6147.501953 113 7319.090332 114 6855.048828 115 5437.999512 116 5736.685547 117 6239.232422 118 6116.204590 119 6244.787598 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,IPTU,SARIMAX,1.2264423370361328,"102 1057.946045 103 1858.801880 104 3961.556641 105 1972.059082 106 45877.148438 107 45877.148438 108 2024.140381 109 2023.878784 110 1719.950317 111 4343.459961 112 2564.060791 113 1553.465088 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,ISS,XGBoost,1.2753024101257324,"108 68331.171875 109 66607.093750 110 67802.078125 111 60732.226562 112 60625.367188 113 60625.367188 114 60625.367188 115 60625.367188 116 60732.226562 117 60625.367188 118 60624.914062 119 60625.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,ITBI,SES,2.539641857147217,"107 50253.175781 108 41409.218750 109 6393.161133 110 43413.234375 111 16022.586914 112 42380.992188 113 36913.402344 114 57450.976562 115 52597.441406 116 50812.910156 117 33019.968750 118 49547.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,IRRF,XGBoost,0.8968658447265625,"107 101348.242188 108 101348.242188 109 101348.242188 110 101348.242188 111 101357.187500 112 101357.187500 113 101357.187500 114 101357.187500 115 101357.187500 116 101357.187500 117 101357.625000 118 101357.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do FPM,HWES,1.0651862621307373,"108 1236228.875 109 1893768.875 110 1086243.875 111 1152933.500 112 1236667.500 113 1243720.500 114 1236667.000 115 1086243.875 116 1086266.375 117 920355.875 118 1236667.500 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,HWES,1.0751142501831055,"108 2081745.000 109 1979421.500 110 1873191.875 111 2081745.000 112 2043098.750 113 2059822.125 114 2081737.000 115 2081736.125 116 2081736.125 117 2043098.750 118 2081745.000 119 2043098.750 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,HWES,1.5906662940979004,"108 58548.242188 109 60928.140625 110 59974.984375 111 58630.261719 112 60185.367188 113 54009.492188 114 43089.972656 115 43089.972656 116 12153.303711 117 10338.571289 118 10306.698242 119 59892.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ITR,AR,2.2692878246307373,"108 28940.798828 109 13106.814453 110 11891.857422 111 13143.974609 112 11416.624023 113 14188.232422 114 13949.878906 115 13106.814453 116 113264.156250 117 972184.187500 118 113262.992188 119 113292.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Transferencias LC 61_1989,MLP,2.3713037967681885,"108 18297.604419 109 17845.866082 110 18354.646240 111 18660.901346 112 18708.873249 113 18927.371607 114 18967.875549 115 18900.766527 116 19144.444416 117 19507.046638 118 18616.773136 119 18975.555352 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,IPTU,SARIMAX,2.428393602371216,"108 1.135067e+06 109 1.135067e+06 110 4.627564e+06 111 4.886829e+05 112 4.758826e+05 113 4.886809e+05 114 9.556343e+05 115 2.628634e+06 116 1.588486e+06 117 2.628633e+06 118 1.764701e+06 119 2.666845e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,ISS,SARIMAX,1.0487301349639893,"108 1245799.250 109 1241125.625 110 1245799.250 111 1242951.375 112 1245799.250 113 1245799.250 114 1245799.250 115 1245799.250 116 1234243.250 117 1242951.375 118 1241125.625 119 1245799.250 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,ITBI,MLP,1.0858473777770996,"108 210505.961945 109 195791.763311 110 201397.134986 111 212350.749568 112 210206.577624 113 208876.206952 114 234687.165993 115 277963.752744 116 204794.336720 117 201766.968717 118 267313.480447 119 207776.690942 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,IRRF,MLP,1.7924141883850098,"108 4.882934e+05 109 6.900616e+05 110 8.042625e+05 111 6.738890e+05 112 6.905662e+05 113 7.412240e+05 114 7.367251e+05 115 7.811891e+05 116 7.777929e+05 117 7.363074e+05 118 9.791694e+05 119 1.131291e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do FPM,HWES,1.7205746173858643,"108 3409255.25 109 5050049.50 110 2769285.50 111 3055221.50 112 3410501.75 113 3415180.00 114 3410502.50 115 2724094.25 116 2724095.50 117 2612495.25 118 3410501.75 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,HWES,0.7761173248291016,"108 3816096.75 109 3821447.75 110 3292653.00 111 3816356.50 112 3989009.50 113 3847393.25 114 3815875.75 115 3964733.00 116 3816356.50 117 3832482.50 118 3848144.75 119 3832482.50 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,SARIMAX,1.513242244720459,"106 1.666073e+06 107 7.303872e+05 108 6.977496e+05 109 1.666074e+06 110 1.739150e+06 111 7.974179e+05 112 5.491886e+05 113 2.477991e+05 114 1.134258e+05 115 9.058449e+04 116 9.058449e+04 117 1.667175e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do ITR,MLP,1.8752055168151855,"107 647.554539 108 550.839168 109 761.866419 110 2250.154253 111 424.146895 112 328.380070 113 230.335658 114 1719.561081 115 9264.509162 116 15940.795802 117 1358.816312 118 864.728800 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Transferencias LC 61_1989,HWES,1.2390100955963135,"108 35251.183594 109 30882.755859 110 31851.636719 111 28252.150391 112 28532.541016 113 29795.167969 114 32923.343750 115 28954.193359 116 28931.123047 117 36460.347656 118 31851.050781 119 32676.810547 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,IPTU,MLP,2.7980449199676514,"108 3.643192e+04 109 1.002329e+05 110 1.148937e+06 111 1.188874e+05 112 7.411553e+04 113 8.072208e+04 114 7.915050e+04 115 6.815307e+04 116 2.710816e+04 117 4.596488e+04 118 3.321673e+04 119 3.295774e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,ISS,SARIMAX,1.0494086742401123,"108 149799.109375 109 159418.687500 110 145082.140625 111 145082.140625 112 145082.140625 113 145082.140625 114 145162.484375 115 145082.140625 116 145157.390625 117 145125.109375 118 149799.109375 119 145082.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,ITBI,XGBoost,1.1872138977050781,"108 32241.679688 109 35518.117188 110 32376.576172 111 32474.998047 112 31151.341797 113 49016.050781 114 28548.582031 115 29327.384766 116 25789.814453 117 29958.539062 118 24864.777344 119 4210.112305 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,IRRF,SARIMAX,2.752534866333008,"108 219326.765625 109 254247.906250 110 254247.906250 111 254247.906250 112 218392.453125 113 218392.453125 114 218392.453125 115 218392.453125 116 218392.453125 117 254247.906250 118 218392.453125 119 215414.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do FPM,HWES,1.3845303058624268,"108 1238725.375 109 1893768.625 110 1076765.375 111 1140360.000 112 1235810.875 113 1246025.750 114 1402966.875 115 1074011.250 116 1081497.250 117 972004.750 118 1235810.875 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,HWES,0.8730621337890625,"108 1764231.750 109 1724678.125 110 1725840.875 111 1740371.750 112 1792725.750 113 1764231.750 114 1765040.250 115 1726378.125 116 1740371.750 117 1724202.125 118 1764231.750 119 1724202.125 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,SES,0.989995002746582,"96 303306.437500 97 300423.000000 98 303399.468750 99 71685.328125 100 303322.031250 101 125430.421875 102 66827.734375 103 76208.445312 104 70971.351562 105 579324.187500 106 143550.078125 107 140043.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Transferencias LC 61_1989,SES,3.1080121994018555,"108 11451.609375 109 15003.017578 110 16168.537109 111 14600.742188 112 15331.857422 113 15497.165039 114 14546.486328 115 16474.384766 116 13865.916992 117 12947.686523 118 16743.710938 119 14546.486328 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,IPTU,XGBoost,1.9331283569335938,"90 166.853912 91 1517.536743 92 1504.958740 93 1490.428223 94 12200.001953 95 67067.523438 96 12215.166992 97 12215.166992 98 12290.748047 99 7274.255859 100 12310.893555 101 12273.006836 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,ISS,AR,1.2794508934020996,"96 38445.105469 97 27461.642578 98 28788.441406 99 27362.144531 100 27376.083984 101 28645.609375 102 33431.246094 103 26118.658203 104 27082.775391 105 26067.011719 106 27456.308594 107 25275.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,ITBI,AR,1.1115164756774902,"94 31294.568359 95 3828.421387 96 15647.163086 97 5491.856934 98 4622.780273 99 5568.242676 100 31525.544922 101 2583.538574 102 2974.468018 103 10166.725586 104 3223.418457 105 7157.417480 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,IRRF,SARIMAX,1.0717980861663818,"96 80043.101562 97 84604.687500 98 84604.687500 99 157160.109375 100 84604.687500 101 84604.687500 102 84604.687500 103 84604.687500 104 84604.687500 105 84604.687500 106 84604.687500 107 157160.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do FPM,MLP,1.1086957454681396,"96 1.011104e+06 97 1.159998e+06 98 9.301029e+05 99 9.869209e+05 100 1.036319e+06 101 1.054715e+06 102 1.169054e+06 103 9.448953e+05 104 9.711706e+05 105 9.366569e+05 106 1.045464e+06 107 1.139398e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,SES,1.1212999820709229,"96 1.076700e+06 97 1.071712e+06 98 1.030203e+06 99 1.052525e+06 100 1.028526e+06 101 1.038739e+06 102 1.053450e+06 103 1.031661e+06 104 1.031661e+06 105 1.133134e+06 106 1.076701e+06 107 1.042793e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,2.954620838165283,"96 43018.335938 97 26359.843750 98 59791.828125 99 50309.742188 100 39619.390625 101 24791.513672 102 17228.269531 103 7659.924316 104 7766.692871 105 7659.924316 106 8817.288086 107 43593.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ITR,AR,2.337954044342041,"93 825.811096 94 8116.406250 95 2032.656128 96 867.388794 97 801.571350 98 867.388794 99 867.388794 100 1071.856323 101 8640.694336 102 33777.972656 103 793.555298 104 867.388794 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,IPTU,XGBoost,1.843320369720459,"96 4795.497070 97 4795.497070 98 5418.434082 99 6049.965332 100 4917.702148 101 8595.445312 102 3761.514648 103 3824.229980 104 3762.472168 105 4702.880371 106 4701.480957 107 3805.018311 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,ISS,XGBoost,1.4961087703704834,"96 9898.973633 97 9359.968750 98 8895.338867 99 19719.048828 100 10512.129883 101 11756.614258 102 11960.610352 103 20738.685547 104 18961.855469 105 17118.023438 106 15878.149414 107 20586.662109 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,ITBI,HWES,1.4451134204864502,"96 16874.896484 97 26467.394531 98 9713.049805 99 7772.386719 100 16882.246094 101 9713.049805 102 7529.676270 103 10535.006836 104 7801.232910 105 16880.707031 106 9684.573242 107 9730.411133 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,IRRF,XGBoost,2.91133189201355,"96 65286.773438 97 65286.773438 98 65286.773438 99 65286.773438 100 65286.773438 101 65286.773438 102 65286.773438 103 65286.773438 104 65286.773438 105 65286.773438 106 65286.773438 107 65286.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do FPM,SARIMAX,1.1933064460754395,"96 1811506.250 97 1795269.625 98 1072010.875 99 1811506.250 100 1795303.625 101 1795303.625 102 1795269.625 103 1776198.625 104 1614396.125 105 1069083.750 106 1795303.625 107 1795269.625 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,HWES,1.0192348957061768,"96 228355.78125 97 312952.06250 98 312952.06250 99 305986.25000 100 291836.28125 101 305986.25000 102 305986.25000 103 291831.18750 104 288661.40625 105 288355.75000 106 288950.75000 107 292127.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,XGBoost,1.7361631393432617,"95 61516.714844 96 61516.714844 97 70066.507812 98 70823.554688 99 46959.226562 100 41264.218750 101 70623.507812 102 70172.210938 103 70434.507812 104 70373.367188 105 70434.507812 106 61516.714844 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ITR,XGBoost,1.8015930652618408,"90 64.449486 91 57.170082 92 2712.893799 93 2712.893799 94 64.449486 95 60.211037 96 57.170082 97 60.211037 98 57.170082 99 2917.425049 100 2712.893799 101 60.211037 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,IPTU,AR,2.6969738006591797,"108 15828.708008 109 149349.796875 110 208903.890625 111 39641.433594 112 38591.007812 113 87188.296875 114 87188.296875 115 88634.164062 116 87051.328125 117 87486.507812 118 87857.328125 119 41193.402344 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,ISS,SARIMAX,1.5753357410430908,"108 64000.574219 109 62806.949219 110 62641.949219 111 62264.804688 112 64000.574219 113 62633.507812 114 62641.949219 115 62641.949219 116 62322.746094 117 62322.746094 118 62641.949219 119 62322.746094 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,ITBI,XGBoost,1.987541913986206,"106 4150.816895 107 8808.627930 108 9007.325195 109 7162.736816 110 5796.040527 111 5151.523926 112 2446.963135 113 5002.728516 114 2500.117676 115 2776.268311 116 2776.268311 117 1990.728394 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,IRRF,SARIMAX,1.1059746742248535,"108 67935.976562 109 67935.976562 110 67936.328125 111 68007.539062 112 67936.328125 113 114959.500000 114 67935.976562 115 67935.976562 116 68007.539062 117 68007.539062 118 114959.710938 119 114959.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do FPM,HWES,1.0521125793457031,"108 1.201545e+06 109 1.893769e+06 110 1.059429e+06 111 1.143265e+06 112 1.201856e+06 113 1.226729e+06 114 1.201857e+06 115 1.059429e+06 116 1.059134e+06 117 9.222611e+05 118 1.201856e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,HWES,1.0616791248321533,"108 710320.8750 109 642179.5000 110 643900.5000 111 763467.8125 112 791000.3125 113 772383.6250 114 763467.8125 115 780692.3750 116 780692.0000 117 780386.8750 118 767057.1250 119 780391.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,AR,1.7381551265716553,"108 186402.640625 109 39572.894531 110 76227.343750 111 90150.523438 112 76244.984375 113 39370.968750 114 19719.791016 115 9204.857422 116 9181.974609 117 6866.288574 118 15293.326172 119 186402.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do ITR,XGBoost,2.7139666080474854,"102 329.843781 103 23.863647 104 16.938375 105 6.866437 106 2.448313 107 -7.637393 108 56.966633 109 50.756546 110 1193.659668 111 2067.671387 112 58.143478 113 -5.122385 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Transferencias LC 61_1989,HWES,2.419978141784668,"108 6144.243164 109 5936.438477 110 6206.972656 111 5963.958008 112 6785.328125 113 6419.157227 114 6726.458496 115 6711.486816 116 6639.930664 117 6660.789551 118 7144.518066 119 6614.230957 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,IPTU,AR,1.9109702110290527,"100 51615.250000 101 32668.333984 102 299318.781250 103 908324.312500 104 231127.656250 105 235341.046875 106 235340.796875 107 230997.484375 108 52095.738281 109 47491.148438 110 47546.953125 111 47491.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,ISS,SES,0.9961130619049072,"100 109804.843750 101 109869.882812 102 112640.351562 103 112640.289062 104 111819.546875 105 111662.992188 106 109804.843750 107 109804.843750 108 112640.289062 109 112503.773438 110 111819.546875 111 112503.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,ITBI,AR,1.5788648128509521,"100 20413.666016 101 20901.054688 102 26556.958984 103 20210.996094 104 20691.769531 105 20728.335938 106 25026.644531 107 78482.296875 108 83474.468750 109 75684.351562 110 76964.312500 111 76141.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,IRRF,SARIMAX,2.1087379455566406,"100 192381.187500 101 147170.187500 102 147057.187500 103 147170.187500 104 146060.296875 105 147057.187500 106 147057.187500 107 147057.187500 108 146060.296875 109 147170.187500 110 147057.187500 111 192381.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do FPM,SARIMAX,0.9420325756072998,"100 1861341.000 101 1893768.875 102 1861341.000 103 1862067.250 104 1864206.875 105 1863678.625 106 1893768.875 107 1861341.000 108 1861341.000 109 1861293.000 110 1864206.875 111 1893880.250 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,SARIMAX,1.110245704650879,"100 1182719.625 101 1184566.875 102 1191108.250 103 1239378.250 104 1229851.750 105 1234596.875 106 1239378.250 107 1244422.125 108 1251285.500 109 1239378.250 110 1229851.750 111 1229851.750 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,AR,1.465552806854248,"100 330715.875000 101 237893.578125 102 140669.359375 103 280362.625000 104 140669.359375 105 109010.523438 106 108258.273438 107 108258.273438 108 33698.285156 109 61458.816406 110 34717.976562 111 440085.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ITR,XGBoost,2.4242894649505615,"98 21.898415 99 154.208817 100 58.605339 101 154.208817 102 111.974251 103 136.622650 104 154.208817 105 176.586578 106 13369.024414 107 13369.024414 108 176.641113 109 4.299079 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,IPTU,SARIMAX,2.361309051513672,"105 8148.695801 106 8139.744141 107 46495.339844 108 174525.484375 109 175733.015625 110 175105.765625 111 47204.933594 112 47204.933594 113 13732.758789 114 13795.958984 115 13803.491211 116 13706.239258 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,ISS,SARIMAX,1.8369853496551514,"108 76924.914062 109 94079.703125 110 81868.742188 111 81868.742188 112 82723.390625 113 82723.390625 114 88342.257812 115 91442.156250 116 85678.906250 117 85678.906250 118 93261.085938 119 91442.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,ITBI,AR,2.3677096366882324,"108 17535.669922 109 23747.273438 110 20763.720703 111 24823.359375 112 16343.321289 113 22448.416016 114 8855.043945 115 13310.006836 116 20656.033203 117 7673.561035 118 31818.636719 119 12690.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,IRRF,MLP,1.686056137084961,"108 59175.093801 109 58416.655969 110 59439.954977 111 63723.249864 112 60180.868108 113 59386.076530 114 58149.737971 115 62471.601496 116 61527.423456 117 58144.644475 118 61088.909200 119 69560.188905 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do FPM,HWES,1.422269582748413,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,HWES,1.3813526630401611,"108 1225277.875 109 1109936.875 110 1137367.375 111 1222470.500 112 1183726.875 113 1225252.875 114 1215050.875 115 1222470.500 116 1222470.500 117 1178791.875 118 1223775.875 119 1178791.875 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,HWES,1.590639352798462,"108 331233.312500 109 95024.273438 110 89183.523438 111 189095.390625 112 189108.859375 113 78257.226562 114 47251.894531 115 42488.625000 116 47251.894531 117 34802.937500 118 34219.902344 119 331233.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ITR,XGBoost,1.79494309425354,"96 8935.627930 97 9928.498047 98 9930.294922 99 9952.577148 100 9927.709961 101 9927.709961 102 9950.542969 103 9941.232422 104 9951.478516 105 9951.478516 106 9941.232422 107 9951.478516 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Transferencias LC 61_1989,HWES,1.392195224761963,"108 10111.936523 109 10084.034180 110 9790.942383 111 9884.559570 112 9537.308594 113 9583.186523 114 9644.995117 115 9829.274414 116 8801.518555 117 10737.593750 118 9797.164062 119 9297.749023 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,IPTU,SARIMAX,1.5477066040039062,"102 1592.341675 103 1592.341675 104 2231.627686 105 112625.148438 106 12270.414062 107 5395.674316 108 5395.674316 109 5395.674316 110 1802.725342 111 7602.670410 112 7095.075195 113 1962.457397 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,ISS,SES,2.31997013092041,"108 15570.958008 109 12395.503906 110 13319.488281 111 37532.351562 112 10711.348633 113 11854.652344 114 11854.652344 115 15447.412109 116 13659.739258 117 42107.726562 118 15965.121094 119 16466.736328 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,ITBI,XGBoost,1.8404452800750732,"106 1707.343628 107 -1305.000244 108 -3492.607178 109 23666.361328 110 25425.783203 111 3787.669678 112 4879.081543 113 3787.669678 114 3509.033203 115 3184.873291 116 -3368.382568 117 2804.585449 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,IRRF,SARIMAX,1.72123384475708,"108 67655.914062 109 64886.808594 110 65697.539062 111 64886.808594 112 64886.808594 113 152773.468750 114 64886.808594 115 152773.468750 116 152773.468750 117 152773.468750 118 152773.468750 119 152773.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do FPM,HWES,1.5058891773223877,"108 1.222944e+06 109 1.893769e+06 110 1.023804e+06 111 1.144900e+06 112 1.222997e+06 113 1.230728e+06 114 1.222997e+06 115 1.023804e+06 116 1.023804e+06 117 1.005706e+06 118 1.222997e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,SARIMAX,1.1522479057312012,"108 1.022712e+06 109 9.444131e+05 110 1.022622e+06 111 1.023090e+06 112 1.021542e+06 113 1.022712e+06 114 1.023090e+06 115 1.021542e+06 116 1.021542e+06 117 1.023090e+06 118 1.021542e+06 119 1.021542e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,HWES,1.695491075515747,"108 71789.546875 109 40902.367188 110 72293.312500 111 71938.914062 112 42195.699219 113 11975.425781 114 8922.575195 115 11975.425781 116 11678.334961 117 11678.334961 118 12340.675781 119 73416.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ITR,MLP,2.1159486770629883,"86 29893.842063 87 31233.291553 88 27634.064398 89 33846.985702 90 41423.433112 91 50581.653648 92 61973.191505 93 75898.094151 94 91877.131021 95 105272.424250 96 115779.223115 97 141494.954912 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Transferencias LC 61_1989,XGBoost,1.2671258449554443,"108 8988.877930 109 8664.750000 110 9341.674805 111 9601.775391 112 9361.877930 113 8908.784180 114 9070.812500 115 9361.680664 116 9316.806641 117 9070.448242 118 8908.784180 119 9070.833008 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,IPTU,SARIMAX,2.4775137901306152,"105 1349.298218 106 426.809875 107 6300.730957 108 267643.125000 109 15515.754883 110 7016.241699 111 6074.914551 112 3572.412842 113 1197.988037 114 1375.019531 115 16.790516 116 2682.973877 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,1.187140941619873,"108 179825.65625 109 179825.65625 110 179825.65625 111 179825.65625 112 179825.65625 113 179825.65625 114 179825.65625 115 179825.65625 116 179825.65625 117 179825.65625 118 179825.65625 119 179825.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,ITBI,HWES,1.7253007888793945,"108 21908.099609 109 19360.517578 110 18617.818359 111 16654.472656 112 16917.230469 113 21197.371094 114 16654.531250 115 23341.197266 116 18342.001953 117 13176.422852 118 13096.704102 119 12507.095703 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,IRRF,HWES,1.9239048957824707,"108 157702.359375 109 155985.468750 110 155985.468750 111 155985.468750 112 155985.468750 113 155985.468750 114 155985.468750 115 155985.468750 116 155985.468750 117 155985.468750 118 155985.468750 119 156082.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do FPM,HWES,1.1455278396606445,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,HWES,1.197493076324463,"108 1171295.625 109 929538.125 110 929536.625 111 1167683.625 112 1165006.375 113 1151036.000 114 1162064.625 115 1165006.375 116 1165006.375 117 1186650.000 118 1168497.625 119 1186650.000 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,SARIMAX,1.5054435729980469,"106 244278.234375 107 78915.703125 108 78707.992188 109 108023.703125 110 66044.000000 111 60285.441406 112 61194.003906 113 68067.187500 114 56453.656250 115 56453.656250 116 69345.687500 117 242456.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ITR,XGBoost,1.6086704730987549,"91 216.025192 92 168.826553 93 160.355347 94 176.949814 95 176.949814 96 207.562729 97 165.234146 98 169.771835 99 172.766068 100 163.392731 101 -24.347635 102 12.088891 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Transferencias LC 61_1989,XGBoost,1.3132593631744385,"84 9640.575195 85 9170.866211 86 9780.206055 87 9935.366211 88 10108.935547 89 9963.486328 90 9925.750977 91 9946.171875 92 10050.179688 93 9732.580078 94 9756.328125 95 9915.215820 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,IPTU,AR,1.7971978187561035,"108 1387313.750 109 1240900.625 110 1634429.125 111 1820825.375 112 1818790.500 113 2013813.125 114 1810770.375 115 2013648.250 116 2043048.125 117 2002859.750 118 1154448.500 119 1064438.125 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,ISS,Prophet,1.406501054763794,"108 1953252.125 109 1990503.250 110 1953252.125 111 2013930.250 112 2013930.250 113 2013930.250 114 2013930.250 115 2013930.250 116 1990503.250 117 2013930.250 118 1953252.125 119 2013930.250 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,ITBI,SES,1.620619297027588,"108 545634.93750 109 472561.71875 110 354418.46875 111 334458.28125 112 545634.93750 113 334458.28125 114 538684.18750 115 341408.87500 116 472561.71875 117 341366.12500 118 438062.18750 119 545834.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,IRRF,SARIMAX,3.7967844009399414,"108 1155068.125 109 1264406.125 110 1307496.875 111 1307496.875 112 1307496.875 113 1307496.875 114 1307496.875 115 1264406.125 116 1264406.125 117 1307496.875 118 1307496.875 119 2098708.250 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do FPM,HWES,1.3204526901245117,"108 6354384.00 109 6854696.00 110 4541546.00 111 5023896.50 112 6368080.50 113 6354384.00 114 6854696.00 115 4541546.00 116 4478447.50 117 4076587.75 118 6368080.50 119 8206331.00 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,AR,1.2735974788665771,"108 6253459.5 109 5636631.0 110 5859672.5 111 6035409.0 112 5656259.0 113 6035143.0 114 5688536.0 115 5688789.0 116 5688789.0 117 5656231.0 118 5875598.0 119 5656237.5 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,AR,1.9668498039245605,"108 2.495358e+06 109 9.254244e+05 110 1.306487e+06 111 2.495358e+06 112 2.533883e+06 113 4.722550e+05 114 4.711250e+05 115 2.557610e+05 116 1.318797e+05 117 7.803697e+04 118 8.930127e+04 119 2.488561e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ITR,XGBoost,2.0945794582366943,"108 2736.536377 109 2792.870117 110 3062.013428 111 3292.922852 112 2981.490479 113 2981.490479 114 3066.788086 115 5355.977539 116 40571.183594 117 41004.078125 118 3492.406982 119 4738.159180 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Transferencias LC 61_1989,SES,0.877178430557251,"108 80438.828125 109 48729.152344 110 56990.214844 111 52892.230469 112 54435.515625 113 66589.281250 114 64861.605469 115 57460.367188 116 55516.816406 117 47013.625000 118 53615.941406 119 66316.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,IPTU,AR,2.8456742763519287,"108 2.396297e+05 109 1.735405e+05 110 2.319245e+05 111 2.319245e+05 112 2.480548e+06 113 3.065632e+06 114 2.480548e+06 115 2.480548e+06 116 2.480548e+06 117 6.165876e+05 118 2.319245e+05 119 3.133038e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,ISS,SARIMAX,1.0453715324401855,"108 1.043194e+06 109 1.036541e+06 110 1.038993e+06 111 1.038993e+06 112 1.038993e+06 113 1.043194e+06 114 1.040817e+06 115 1.043194e+06 116 1.043194e+06 117 1.043194e+06 118 1.043194e+06 119 1.043194e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,ITBI,XGBoost,1.0649678707122803,"108 226435.687500 109 158996.359375 110 207149.921875 111 196320.062500 112 211371.093750 113 213883.296875 114 192201.468750 115 178044.484375 116 186060.781250 117 216698.468750 118 214104.750000 119 221727.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,IRRF,XGBoost,1.1279332637786865,"108 461771.09375 109 461771.09375 110 461789.25000 111 461789.25000 112 645817.06250 113 461751.43750 114 461751.43750 115 461751.43750 116 461751.43750 117 461751.43750 118 645779.37500 119 878309.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do FPM,HWES,2.723238706588745,"108 2822984.25 109 4418793.50 110 2353703.00 111 2646082.25 112 2823089.25 113 2878240.25 114 2823089.00 115 2353703.00 116 2353703.25 117 2290713.25 118 2823089.25 119 4418793.50 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,HWES,0.9819767475128174,"108 2214184.25 109 2160579.50 110 2115594.75 111 2206100.75 112 3245973.50 113 1838063.50 114 2040327.50 115 2144139.00 116 2149794.25 117 2887810.00 118 2209536.00 119 3246557.50 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,HWES,1.7760870456695557,"108 1.143058e+06 109 4.281392e+05 110 4.266955e+05 111 1.370504e+06 112 6.696627e+05 113 3.844542e+05 114 2.070644e+05 115 9.641991e+04 116 6.823320e+04 117 6.764355e+04 118 5.643275e+04 119 1.343254e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ITR,XGBoost,2.332477569580078,"103 969.371887 104 10662.009766 105 10663.413086 106 10517.107422 107 13433.716797 108 13256.497070 109 13423.974609 110 13448.694336 111 24466.718750 112 24343.910156 113 13353.797852 114 13358.016602 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Transferencias LC 61_1989,AR,1.7264137268066406,"84 18276.513672 85 20655.849609 86 21579.185547 87 24490.439453 88 24437.441406 89 29946.126953 90 29930.664062 91 24442.121094 92 24442.083984 93 -407164.656250 94 21579.162109 95 28672.595703 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,IPTU,HWES,3.2198503017425537,"108 9.584225e+05 109 1.093625e+06 110 1.217052e+06 111 1.231325e+06 112 3.302174e+06 113 1.871385e+07 114 3.402265e+06 115 3.479336e+06 116 3.380074e+06 117 3.478456e+06 118 3.423999e+06 119 1.168745e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,ISS,SARIMAX,1.1459052562713623,"108 5377039.5 109 5275580.5 110 5377039.5 111 5377039.5 112 5275580.5 113 5377039.5 114 5377039.5 115 5377039.5 116 5377039.5 117 5377039.5 118 5377039.5 119 5377039.5 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,ITBI,SARIMAX,0.9185290336608887,"108 1227082.625 109 1111816.750 110 1010655.750 111 1158158.625 112 1376020.750 113 1227082.625 114 1271597.750 115 1271597.750 116 1227082.625 117 1227082.625 118 1227082.625 119 1272604.500 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,IRRF,SARIMAX,1.1350655555725098,"108 3355158.0 109 3355158.0 110 3355158.0 111 3355158.0 112 3355158.0 113 3355158.0 114 3355158.0 115 3355158.0 116 3355158.0 117 3355158.0 118 3355158.0 119 3355158.0 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do FPM,HWES,1.0876266956329346,"108 6377116.0 109 10100159.0 110 5560275.5 111 6090386.5 112 6377176.0 113 6529119.0 114 6377176.0 115 5560275.5 116 5555931.0 117 4927110.0 118 6377176.0 119 10100159.0 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,HWES,1.0306799411773682,"108 8752586.0 109 7961710.5 110 8289102.0 111 8790123.0 112 9786624.0 113 9014019.0 114 9471236.0 115 9553880.0 116 9553880.0 117 9434902.0 118 9490768.0 119 9438309.0 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,AR,1.393385887145996,"108 5.909415e+06 109 2.188826e+06 110 2.509203e+06 111 4.518068e+06 112 3.537164e+06 113 2.226384e+06 114 1.355079e+06 115 7.224344e+05 116 6.373120e+05 117 4.532507e+05 118 3.367909e+05 119 5.909416e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do ITR,MLP,2.2574028968811035,"107 3938.534228 108 4691.986219 109 4406.534800 110 5525.128937 111 5683.874811 112 5587.468105 113 6010.193987 114 7089.884569 115 37492.740679 116 80970.095785 117 9027.424557 118 10985.584936 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Transferencias LC 61_1989,HWES,0.8663129806518555,"108 61006.402344 109 68211.968750 110 76615.023438 111 74666.351562 112 74085.804688 113 95827.867188 114 79961.281250 115 76358.171875 116 77142.187500 117 78228.140625 118 82302.929688 119 79253.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,IPTU,SES,3.212357759475708,"102 23625.925781 103 26005.207031 104 25974.892578 105 3920.767334 106 43202.109375 107 4360.678223 108 4363.109375 109 4329.569824 110 4826.458496 111 7368.571777 112 6902.882812 113 6021.845215 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,ISS,Prophet,1.094818115234375,"108 26276.886719 109 25188.652344 110 26251.714844 111 26251.714844 112 26280.357422 113 26252.318359 114 26252.281250 115 26252.281250 116 26252.281250 117 26236.404297 118 26288.125000 119 26275.169922 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,ITBI,HWES,1.2454452514648438,"102 7876.260742 103 12928.578125 104 3619.863037 105 9673.592773 106 15701.654297 107 9299.196289 108 10687.973633 109 12040.873047 110 12044.739258 111 12070.272461 112 7855.368652 113 7633.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,IRRF,SARIMAX,0.9849205017089844,"108 101681.460938 109 64718.507812 110 101646.585938 111 101681.460938 112 101681.460938 113 101667.789062 114 101627.710938 115 101681.460938 116 102064.960938 117 101681.460938 118 102064.960938 119 102064.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do FPM,HWES,1.6693706512451172,"108 1.182474e+06 109 1.893769e+06 110 9.703765e+05 111 1.134590e+06 112 1.180567e+06 113 1.180536e+06 114 1.167615e+06 115 9.703765e+05 116 1.006717e+06 117 9.438841e+05 118 1.180567e+06 119 1.893566e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,HWES,0.9103882312774658,"108 774652.1250 109 725220.3750 110 751137.9375 111 775167.5000 112 773707.5000 113 774652.1250 114 775167.5000 115 775167.5000 116 775167.5000 117 773707.5000 118 774652.1250 119 773707.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,AR,1.58034086227417,"108 150830.562500 109 64881.738281 110 48814.917969 111 131872.843750 112 68933.437500 113 9797.983398 114 5732.592285 115 3686.113281 116 6128.127930 117 4950.846680 118 4950.846680 119 207969.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ITR,SARIMAX,1.5563883781433105,"96 241.610367 97 244.955917 98 1372.666016 99 869.453308 100 876.340027 101 1044.642822 102 -195.419189 103 1526.926636 104 1389.408813 105 9024.349609 106 894.902832 107 869.018982 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Transferencias LC 61_1989,SES,1.1952438354492188,"96 7541.693848 97 6287.698242 98 6381.185547 99 7811.179688 100 6380.153320 101 6683.291016 102 6593.889160 103 6190.019531 104 6356.214355 105 6646.313965 106 6056.138184 107 6733.944824 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,IPTU,XGBoost,2.147338390350342,"105 3522.752197 106 2000.400879 107 4526.416016 108 10073.225586 109 10449.431641 110 973.894409 111 3715.785156 112 225.068344 113 1179.238281 114 667.898987 115 3951.731689 116 1156.784424 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,ISS,SES,1.5673832893371582,"108 20905.197266 109 20797.746094 110 24297.949219 111 22672.716797 112 28624.400391 113 28020.544922 114 28609.216797 115 28031.001953 116 49882.273438 117 50242.796875 118 24949.371094 119 24745.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,ITBI,MLP,1.7025599479675293,"105 14758.868740 106 11536.379521 107 11511.545187 108 12033.027983 109 12308.981748 110 12591.378448 111 12363.135357 112 11963.821396 113 12227.073906 114 12804.149306 115 12815.868219 116 12790.698154 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,IRRF,XGBoost,2.635617256164551,"108 120440.304688 109 120440.304688 110 120440.304688 111 120440.210938 112 120440.304688 113 120440.304688 114 120440.210938 115 120440.304688 116 120440.304688 117 120440.304688 118 120440.304688 119 120440.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do FPM,SARIMAX,1.931809663772583,"108 1859290.500 109 1892744.500 110 1771280.000 111 1789341.375 112 1859290.500 113 1859807.625 114 1893768.625 115 1771280.000 116 1771280.000 117 1611571.875 118 1859290.500 119 1892744.500 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,HWES,0.9638981819152832,"108 680724.1250 109 568264.6250 110 614433.4375 111 588335.6875 112 609796.1875 113 654367.8125 114 590849.9375 115 620940.1250 116 620934.1250 117 622771.1875 118 654367.8125 119 622771.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,SARIMAX,3.211296319961548,"107 42129.601562 108 62892.609375 109 29370.597656 110 37217.871094 111 43337.117188 112 22620.880859 113 23659.046875 114 5762.832031 115 9156.147461 116 9156.147461 117 9079.994141 118 40660.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do ITR,MLP,1.9682238101959229,"105 7467.574096 106 8963.956387 107 10000.400108 108 10993.526483 109 12730.475725 110 14826.961034 111 17252.710827 112 20161.473265 113 26511.393475 114 50072.088377 115 27281.113014 116 29886.673607 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,AR,1.575993299484253,"88 8695.074219 89 2490.608154 90 2105.367432 91 2388.869629 92 2181.383301 93 49240.398438 94 3324.706055 95 1640.722412 96 2451.100830 97 1998.525635 98 6702.418457 99 1699.534302 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,AR,1.8854951858520508,"108 13681.072266 109 9561.301758 110 9872.515625 111 9844.993164 112 9729.976562 113 33015.269531 114 10904.503906 115 13132.583008 116 20383.765625 117 36427.441406 118 20278.703125 119 20316.146484 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,XGBoost,2.1021852493286133,"99 1710.215698 100 4879.416504 101 3293.183105 102 1705.857300 103 6156.439941 104 2447.954834 105 6156.645996 106 6785.253906 107 6785.222656 108 6681.755371 109 6683.345215 110 2856.435059 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,IRRF,XGBoost,1.5109710693359375,"107 66899.484375 108 71203.789062 109 71203.789062 110 66899.484375 111 71203.789062 112 71203.789062 113 66899.484375 114 71203.789062 115 66899.484375 116 71203.789062 117 71203.789062 118 71203.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do FPM,HWES,1.4202125072479248,"108 1249506.875 109 1893768.875 110 1103589.750 111 1142141.750 112 1249514.750 113 1273520.750 114 1250005.750 115 1103589.750 116 1103589.750 117 966148.875 118 1249514.750 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,HWES,0.8979778289794922,"108 395751.50000 109 376870.00000 110 382921.34375 111 388649.21875 112 394934.43750 113 383957.31250 114 402049.43750 115 394956.78125 116 394956.78125 117 405701.53125 118 388649.21875 119 396681.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,AR,1.6755526065826416,"106 50499.351562 107 30621.802734 108 30998.544922 109 50500.492188 110 46523.687500 111 13762.259766 112 13761.829102 113 978.426147 114 28.177183 115 1755.458252 116 25169.187500 117 46609.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ITR,AR,1.3154582977294922,"67 59.804798 68 625.375732 69 498.649506 70 342.574615 71 454.845825 72 344.203766 73 343.877441 74 1037.942017 75 1537.192993 76 1537.192993 77 1487.299927 78 388.424500 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Transferencias LC 61_1989,XGBoost,2.148768424987793,"108 3873.690430 109 20713.355469 110 2900.136719 111 2968.859131 112 2973.681641 113 3739.619629 114 9077.683594 115 2973.681641 116 2973.681641 117 3736.455566 118 2900.136719 119 3864.613281 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,IPTU,SARIMAX,1.8165223598480225,"103 4.213370e+04 104 1.140587e+05 105 9.200092e+05 106 5.288040e+06 107 1.734925e+06 108 2.059928e+06 109 3.567442e+05 110 3.811052e+05 111 3.230773e+05 112 3.837744e+05 113 3.811052e+05 114 3.274769e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,ISS,SARIMAX,1.7095975875854492,"108 1304801.75 109 1263828.50 110 1304801.75 111 1304801.75 112 1321448.00 113 1322407.50 114 1321448.00 115 1321448.00 116 1321448.00 117 1321448.00 118 1321448.00 119 1320645.75 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,ITBI,HWES,1.6009314060211182,"108 229783.87500 109 291657.37500 110 291657.37500 111 289312.75000 112 378006.93750 113 272879.18750 114 459626.25000 115 282096.21875 116 417156.34375 117 438648.43750 118 410921.31250 119 417156.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,IRRF,SARIMAX,1.6277885437011719,"108 4.995598e+05 109 5.108177e+05 110 5.244770e+05 111 5.244770e+05 112 5.244770e+05 113 5.244770e+05 114 5.205583e+05 115 5.244770e+05 116 5.108172e+05 117 5.108172e+05 118 5.244770e+05 119 1.142456e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do FPM,HWES,1.1362931728363037,"108 3289865.75 109 5050049.50 110 2786931.00 111 3047006.75 112 3289865.75 113 3289879.25 114 3301768.00 115 2760848.25 116 2760848.25 117 2645574.25 118 3289865.75 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,HWES,0.8887102603912354,"108 5511493.5 109 5137117.5 110 5148701.0 111 5707633.0 112 5935895.0 113 6024986.0 114 5769104.5 115 5826857.0 116 5826857.0 117 5757946.0 118 5820068.5 119 5757946.0 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,AR,1.5693821907043457,"108 1.802872e+06 109 9.318973e+05 110 7.142314e+05 111 1.985049e+06 112 9.767227e+05 113 7.332934e+05 114 3.749007e+05 115 2.487342e+05 116 2.058622e+05 117 1.835311e+05 118 4.905337e+04 119 2.627574e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Transferencias LC 61_1989,HWES,0.9661648273468018,"108 52199.625000 109 45129.882812 110 45199.921875 111 46885.316406 112 48010.996094 113 46058.792969 114 45481.515625 115 43237.511719 116 48182.757812 117 52390.832031 118 47624.316406 119 50589.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,IPTU,AR,2.054473876953125,"108 20908.916016 109 59983.156250 110 37965.800781 111 608907.812500 112 38039.562500 113 38039.562500 114 36810.410156 115 34669.335938 116 37867.609375 117 12351.247070 118 60045.578125 119 34610.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,ISS,XGBoost,1.5323240756988525,"108 78967.648438 109 78897.531250 110 78897.531250 111 78969.421875 112 78967.648438 113 78966.820312 114 78969.421875 115 78969.421875 116 78969.421875 117 78969.421875 118 78967.648438 119 78969.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,ITBI,XGBoost,1.0867011547088623,"108 38358.566406 109 37939.667969 110 31990.566406 111 44386.820312 112 28677.968750 113 34873.992188 114 34233.093750 115 37318.152344 116 38572.128906 117 39939.160156 118 36623.148438 119 55288.613281 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,IRRF,SARIMAX,1.6435058116912842,"108 245612.234375 109 245612.234375 110 245612.234375 111 245612.234375 112 245557.906250 113 245612.234375 114 245612.234375 115 245612.234375 116 245612.234375 117 245612.234375 118 245612.234375 119 245612.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do FPM,HWES,0.8837080001831055,"108 1283928.125 109 2331678.250 110 1284305.625 111 1923257.750 112 1965189.000 113 1963094.875 114 2525024.500 115 1284305.625 116 1283928.125 117 1237866.500 118 1965189.000 119 2525024.500 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,HWES,1.8368210792541504,"108 1509827.375 109 1499480.750 110 1501219.500 111 1505043.375 112 1508800.875 113 1516410.000 114 1507849.375 115 1508841.875 116 1508841.875 117 1508841.875 118 1508800.875 119 1504951.875 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,HWES,1.6215739250183105,"108 388225.406250 109 121724.289062 110 293465.906250 111 365894.843750 112 294220.781250 113 115924.921875 114 95467.929688 115 32129.406250 116 108498.851562 117 34564.753906 118 106189.296875 119 331491.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ITR,MLP,2.361751079559326,"108 1168.590989 109 1388.770492 110 1347.784763 111 2357.761809 112 1353.824091 113 3181.180447 114 1318.668044 115 4616.600518 116 26698.433337 117 27350.712429 118 1991.641381 119 2304.347567 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,IPTU,SARIMAX,2.1328883171081543,"85 65.587524 86 528.532959 87 2087.964355 88 517.360413 89 806.168457 90 36626.164062 91 1294.662598 92 2620.985596 93 1139.624268 94 3214.245361 95 3803.209473 96 1698.380005 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,ISS,MLP,1.4967219829559326,"108 25732.433448 109 27211.811872 110 31836.488885 111 25176.844931 112 29579.483083 113 26217.032568 114 27193.355319 115 28389.875646 116 26681.979829 117 28305.861561 118 28295.099944 119 30769.306635 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,ITBI,SES,1.5688538551330566,"78 7800.516602 79 6571.024414 80 5320.478516 81 6263.133789 82 2618.836670 83 3420.264160 84 53532.457031 85 12019.523438 86 11994.383789 87 12406.343750 88 13495.358398 89 2804.906250 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,IRRF,Prophet,1.9115149974822998,"108 15816.117188 109 16029.409180 110 99025.953125 111 16070.034180 112 99025.953125 113 16070.034180 114 16070.034180 115 16070.034180 116 16055.317383 117 16074.080078 118 16023.903320 119 98980.085938 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do FPM,HWES,1.0732426643371582,"108 1.298756e+06 109 1.893769e+06 110 1.106556e+06 111 1.167861e+06 112 1.298756e+06 113 1.278003e+06 114 1.298756e+06 115 1.106556e+06 116 1.108464e+06 117 9.681428e+05 118 1.298756e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,HWES,1.6606740951538086,"108 563873.8750 109 537361.0000 110 538665.6875 111 573423.0625 112 578747.1875 113 564753.0625 114 577772.4375 115 577772.4375 116 577772.4375 117 578747.1875 118 564980.3750 119 576934.0000 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,HWES,1.8903636932373047,"106 25425.132812 107 14980.040039 108 24838.890625 109 25408.378906 110 25086.201172 111 14370.656250 112 8801.208984 113 10779.605469 114 10329.701172 115 7109.971191 116 7169.421875 117 25634.425781 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ITR,XGBoost,2.369887351989746,"101 8210.472656 102 5725.418457 103 5718.632324 104 5727.220703 105 5733.489746 106 5662.504883 107 148343.750000 108 157812.359375 109 11203.583984 110 11468.091797 111 11194.997070 112 11293.861328 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Transferencias LC 61_1989,XGBoost,1.2165777683258057,"72 2601.539062 73 4299.902344 74 4289.860840 75 4234.017578 76 4726.729004 77 5376.620605 78 4797.895020 79 4860.117676 80 4827.483887 81 2594.142090 82 4863.533691 83 2973.350830 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,IPTU,MLP,1.4005038738250732,"68 16465.015200 69 17949.921047 70 20184.147289 71 24027.999986 72 23791.677129 73 33592.908297 74 51710.779977 75 15215.502676 76 15477.739692 77 17023.861838 78 18523.963402 79 20885.141665 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,ISS,XGBoost,2.447563648223877,"108 26383.193359 109 26383.193359 110 100340.593750 111 26870.408203 112 103581.312500 113 103581.312500 114 26383.193359 115 108657.632812 116 100333.226562 117 94161.976562 118 92453.054688 119 95621.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,ITBI,MLP,2.6408376693725586,"90 3365.443993 91 2794.756227 92 6362.268417 93 5785.668160 94 2749.909200 95 5884.234011 96 3416.120593 97 4032.567706 98 2726.901537 99 3289.914627 100 2128.156880 101 2499.500761 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,IRRF,MLP,1.721231460571289,"108 24245.672228 109 65961.950315 110 61319.204416 111 63977.645338 112 69246.472935 113 60475.433804 114 59813.769925 115 65239.966831 116 64009.004241 117 70651.315848 118 66771.129112 119 142410.513223 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do FPM,HWES,1.0991365909576416,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,HWES,1.134213924407959,"108 510392.81250 109 418527.34375 110 454251.31250 111 439442.12500 112 482108.84375 113 460659.90625 114 459706.65625 115 482043.84375 116 480958.06250 117 533313.37500 118 505060.18750 119 533313.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,SARIMAX,1.5634443759918213,"105 149996.031250 106 41173.835938 107 45960.914062 108 53818.863281 109 45960.984375 110 15975.284180 111 15779.994141 112 15975.284180 113 11241.810547 114 10386.277344 115 10144.303711 116 148846.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do ITR,SARIMAX,1.1914455890655518,"93 343.750061 94 64.754433 95 365.981354 96 64.834862 97 64.834862 98 327.811279 99 308.495178 100 212.233459 101 3018.565674 102 3063.005127 103 215.919083 104 215.919083 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Transferencias LC 61_1989,MLP,2.4034087657928467,"108 13622.705582 109 14798.102804 110 16443.580379 111 18623.236131 112 20614.401088 113 22921.155092 114 25474.241158 115 28355.581878 116 31729.989975 117 35537.885372 118 39507.583111 119 44595.900015 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,IPTU,AR,1.6695945262908936,"103 38353.902344 104 38989.820312 105 36709.992188 106 36709.992188 107 33388.343750 108 42213.316406 109 36739.066406 110 36709.992188 111 9145.790039 112 7366.835449 113 9089.239258 114 7717.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,ISS,XGBoost,2.1639840602874756,"108 59188.347656 109 43177.746094 110 59422.113281 111 43516.238281 112 59418.371094 113 59418.371094 114 59188.347656 115 59104.585938 116 59418.371094 117 59188.347656 118 59188.347656 119 59418.371094 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,ITBI,MLP,2.207078695297241,"108 79936.385198 109 124587.829394 110 143287.613055 111 173329.457955 112 173073.540978 113 212056.419752 114 237861.270617 115 252473.497660 116 -54021.860369 117 229439.619423 118 270071.183014 119 321856.708458 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,IRRF,SARIMAX,0.9914226531982422,"108 74203.367188 109 81188.351562 110 78594.062500 111 78594.062500 112 78594.062500 113 77113.992188 114 77323.539062 115 78594.062500 116 78594.062500 117 78594.062500 118 81188.351562 119 136710.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do FPM,HWES,1.3936679363250732,"108 1256870.000 109 1893768.625 110 1085085.125 111 1147503.500 112 1256868.000 113 1234300.875 114 1256868.000 115 1085085.125 116 1086529.625 117 956183.000 118 1256868.000 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,HWES,1.199655294418335,"108 1.051577e+06 109 9.834454e+05 110 9.812279e+05 111 1.052845e+06 112 1.085527e+06 113 1.069485e+06 114 1.052845e+06 115 1.074678e+06 116 1.074678e+06 117 1.078008e+06 118 1.069507e+06 119 1.078008e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,AR,0.7659978866577148,"108 237298.125000 109 42415.718750 110 97790.593750 111 113565.921875 112 65429.402344 113 34505.738281 114 14832.409180 115 16799.447266 116 70206.859375 117 70209.968750 118 165830.062500 119 237359.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do ITR,MLP,1.7396435737609863,"96 20690.565119 97 23349.264869 98 26396.683436 99 30158.964658 100 34074.434233 101 37364.643383 102 41431.460726 103 45868.049363 104 49843.190523 105 50485.038844 106 50550.748146 107 57353.659418 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Transferencias LC 61_1989,XGBoost,1.1069390773773193,"96 12631.970703 97 6938.324707 98 7288.387207 99 7411.029785 100 7606.346680 101 7442.269531 102 7470.239746 103 7564.682617 104 7472.214844 105 12785.460938 106 7275.416504 107 9052.600586 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,IPTU,SARIMAX,2.2069404125213623,"106 43916.988281 107 189568.890625 108 875127.000000 109 26839.837891 110 28595.289062 111 29812.837891 112 37235.425781 113 42006.253906 114 18807.146484 115 19249.093750 116 52555.957031 117 39268.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,ISS,SES,0.994990348815918,"108 70678.289062 109 61283.078125 110 61082.707031 111 71590.453125 112 74270.562500 113 73231.726562 114 69082.140625 115 74487.039062 116 70678.289062 117 74487.039062 118 70678.289062 119 70678.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,ITBI,MLP,0.8484771251678467,"108 41213.995062 109 39476.243241 110 36968.835137 111 41106.251189 112 46038.920765 113 49184.187575 114 84591.420414 115 48959.727134 116 38319.199308 117 45338.077437 118 53365.454817 119 41932.972639 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,IRRF,XGBoost,1.5310783386230469,"108 105372.187500 109 105353.429688 110 105353.429688 111 105353.429688 112 105157.679688 113 105150.953125 114 105125.523438 115 105353.429688 116 105353.429688 117 105353.429688 118 105353.429688 119 105353.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do FPM,HWES,1.7701928615570068,"108 1.228576e+06 109 1.893770e+06 110 1.048248e+06 111 1.142449e+06 112 1.229118e+06 113 1.244978e+06 114 1.229118e+06 115 1.048248e+06 116 1.046849e+06 117 9.280631e+05 118 1.229118e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,HWES,1.0555839538574219,"108 1189744.625 109 1167945.000 110 1166990.875 111 1229176.625 112 1211069.500 113 1189744.625 114 1222795.500 115 1266979.625 116 1266910.875 117 1211069.500 118 1144099.375 119 1211069.500 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,MLP,1.9324352741241455,"108 470137.246710 109 127024.527067 110 140484.237166 111 259601.467827 112 175654.923130 113 93254.567469 114 86421.284525 115 81234.545991 116 86356.642745 117 82617.382373 118 341641.802097 119 396326.358820 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do ITR,MLP,2.19254994392395,"89 38816.628317 90 50340.150357 91 65406.815399 92 84960.130863 93 110331.756122 94 143301.439125 95 186124.532797 96 240301.027748 97 308714.436119 98 369936.048635 99 439589.301277 100 570929.141654 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Transferencias LC 61_1989,HWES,1.2771105766296387,"96 10623.302734 97 9913.783203 98 13186.610352 99 12120.957031 100 11733.564453 101 12010.317383 102 11901.554688 103 11601.496094 104 11465.594727 105 11335.677734 106 12051.795898 107 11352.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,SARIMAX,2.5082292556762695,"108 8.657117e+05 109 8.457429e+05 110 9.226629e+05 111 3.352706e+06 112 9.226629e+05 113 8.542841e+05 114 9.227164e+05 115 9.227164e+05 116 9.227164e+05 117 9.226629e+05 118 8.783002e+05 119 9.226629e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,SARIMAX,1.3946363925933838,"108 1391107.750 109 1390950.125 110 1391111.875 111 1403021.500 112 1390984.125 113 1391107.750 114 1391107.750 115 1391111.875 116 1391111.875 117 1391107.750 118 1390984.125 119 1391110.125 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,MLP,1.272125244140625,"108 288768.114619 109 274364.985729 110 294490.708715 111 261194.370902 112 295261.022354 113 262202.934970 114 271007.303754 115 276921.231416 116 246259.156085 117 286720.484745 118 255479.892804 119 285539.715260 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,IRRF,XGBoost,1.2006676197052002,"108 621968.5000 109 584471.6875 110 987481.3750 111 987481.3750 112 987481.3750 113 987481.3750 114 621968.5000 115 987481.3750 116 621968.5000 117 987481.3750 118 987481.3750 119 987481.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do FPM,AR,1.2242755889892578,"108 4055738.00 109 5681306.00 110 3259623.75 111 3888055.00 112 4055738.00 113 4053776.00 114 4055738.00 115 3259623.75 116 3259402.50 117 3103077.50 118 4055738.00 119 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,HWES,1.0049734115600586,"108 3556826.00 109 3484312.25 110 3353346.25 111 3469870.75 112 3444151.75 113 3386422.75 114 3300482.75 115 3444768.50 116 3474939.25 117 3306026.00 118 3345592.75 119 3306026.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,XGBoost,2.017064332962036,"108 1.217654e+06 109 6.079149e+05 110 4.197471e+05 111 1.376570e+06 112 1.366836e+06 113 5.754946e+05 114 4.863081e+05 115 1.837658e+05 116 1.837658e+05 117 1.482623e+05 118 9.862551e+04 119 1.366836e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ITR,MLP,2.8213937282562256,"107 100362.970779 108 48755.736774 109 52543.760804 110 58483.116393 111 67884.109445 112 77668.169938 113 85171.180881 114 83351.411081 115 137421.039453 116 523915.386876 117 219103.717662 118 244689.029389 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,IPTU,HWES,2.366039276123047,"96 436122.687500 97 516937.625000 98 487577.781250 99 128874.382812 100 160458.125000 101 126410.960938 102 134239.937500 103 129270.148438 104 61536.980469 105 135272.421875 106 56516.003906 107 59669.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,ISS,SARIMAX,0.9903779029846191,"96 148882.250000 97 145177.968750 98 149021.265625 99 144827.218750 100 145224.125000 101 145224.125000 102 145224.125000 103 148882.046875 104 145224.125000 105 145224.125000 106 145224.125000 107 145224.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,ITBI,XGBoost,1.0128862857818604,"96 76085.812500 97 43258.675781 98 94366.617188 99 45426.582031 100 43474.457031 101 40691.718750 102 79778.375000 103 106139.281250 104 55599.578125 105 70306.578125 106 55275.503906 107 65959.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,IRRF,XGBoost,0.9994938373565674,"96 234981.87500 97 218697.71875 98 218790.62500 99 234981.87500 100 234981.87500 101 234981.87500 102 234981.87500 103 234981.87500 104 234981.87500 105 234981.87500 106 234981.87500 107 234981.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do FPM,AR,1.1042916774749756,"96 1310802.125 97 2525024.750 98 1310638.375 99 1350635.625 100 1599505.000 101 1629143.125 102 2525024.750 103 1310638.375 104 1310802.125 105 1241782.000 106 1599505.000 107 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,XGBoost,0.78397536277771,"96 1394799.375 97 1209983.375 98 1322336.375 99 1430323.000 100 1455211.000 101 1380797.375 102 1430323.000 103 1429873.875 104 1430323.000 105 1421635.125 106 1217974.625 107 1426292.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,AR,2.2005436420440674,"96 222939.203125 97 516961.937500 98 523265.937500 99 516632.062500 100 222622.890625 101 472987.906250 102 520680.187500 103 441439.687500 104 520684.968750 105 430579.000000 106 222793.359375 107 219786.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ITR,HWES,2.0994997024536133,"58 72604.804688 59 10247.732422 60 10247.732422 61 10247.732422 62 10247.732422 63 11019.634766 64 2993.919922 65 10247.732422 66 100132.117188 67 747347.187500 68 50711.558594 69 51199.839844 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Transferencias LC 61_1989,XGBoost,1.716484785079956,"96 12046.384766 97 12172.167969 98 12384.882812 99 13319.580078 100 13731.997070 101 11550.392578 102 11277.343750 103 11557.205078 104 11455.235352 105 12104.188477 106 11555.672852 107 11357.670898 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,IPTU,HWES,2.522836685180664,"108 24628.130859 109 105386.921875 110 24859.027344 111 24867.427734 112 24862.042969 113 22224.957031 114 24527.527344 115 15344.878906 116 15337.131836 117 15337.131836 118 24793.873047 119 24859.082031 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,ISS,Prophet,1.3456614017486572,"108 29554.281250 109 29524.335938 110 29555.593750 111 29395.402344 112 29377.212891 113 29524.335938 114 29377.212891 115 29377.212891 116 29395.402344 117 29440.253906 118 29555.593750 119 29544.427734 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,ITBI,MLP,1.340376853942871,"106 8430.449404 107 8597.069482 108 8164.905546 109 8111.983993 110 8254.283368 111 9564.642058 112 8959.714208 113 8519.799734 114 10041.618414 115 10205.449353 116 7951.142513 117 10583.690254 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,IRRF,SARIMAX,1.256772518157959,"108 6808.349121 109 9912.290039 110 9288.624023 111 72189.031250 112 17208.281250 113 8998.502930 114 72189.031250 115 72451.335938 116 9912.338867 117 9912.290039 118 9912.338867 119 72188.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do FPM,HWES,1.1487486362457275,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,HWES,0.938439130783081,"108 515470.03125 109 514389.25000 110 513836.40625 111 528691.93750 112 526807.18750 113 513516.25000 114 528691.93750 115 526379.68750 116 526379.68750 117 526379.68750 118 526804.50000 119 525411.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,AR,1.594618797302246,"108 68217.210938 109 85014.085938 110 43575.945312 111 60487.734375 112 63668.742188 113 11622.437500 114 9660.232422 115 9804.854492 116 13118.775391 117 6638.157227 118 7285.086914 119 65431.316406 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ITR,XGBoost,2.3540422916412354,"91 80.083420 92 56.398243 93 876.861511 94 3282.998779 95 3275.385010 96 3273.665283 97 3278.664795 98 3273.194092 99 3273.962646 100 3273.247314 101 3273.665283 102 3288.432129 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Transferencias LC 61_1989,HWES,1.4705638885498047,"108 2923.063477 109 3147.600830 110 3383.472412 111 3321.624512 112 3393.417480 113 2505.701660 114 3827.655273 115 3391.135498 116 2342.599609 117 2915.651855 118 3828.787354 119 3446.383545 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,IPTU,AR,1.7827739715576172,"108 7118.873047 109 71492.046875 110 81433.921875 111 79077.000000 112 255806.843750 113 47458.371094 114 18907.328125 115 26031.970703 116 10388.709961 117 94285.578125 118 8707.800781 119 10379.455078 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,ISS,SARIMAX,1.1463899612426758,"108 98801.578125 109 99112.562500 110 111775.585938 111 121921.640625 112 117092.117188 113 109405.664062 114 121921.640625 115 121921.640625 116 121921.640625 117 117092.117188 118 111775.585938 119 121921.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,ITBI,AR,1.4966015815734863,"108 116974.984375 109 81811.445312 110 116811.414062 111 115740.523438 112 115740.523438 113 115852.640625 114 86164.734375 115 85541.453125 116 115852.640625 117 84783.156250 118 58403.261719 119 84854.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,IRRF,HWES,1.041332721710205,"108 118277.234375 109 112597.570312 110 121407.296875 111 121407.296875 112 206761.656250 113 114627.367188 114 119187.648438 115 121407.296875 116 119425.757812 117 121407.296875 118 206761.656250 119 206761.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do FPM,AR,1.4417304992675781,"108 1.205758e+06 109 1.893769e+06 110 1.096165e+06 111 1.142246e+06 112 1.206120e+06 113 1.222399e+06 114 1.206164e+06 115 1.096165e+06 116 1.096165e+06 117 9.532759e+05 118 1.206120e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,HWES,1.0773279666900635,"108 1963795.375 109 1682903.250 110 1875963.375 111 1874432.875 112 1941211.750 113 2057753.750 114 2011182.500 115 2017707.125 116 2017707.125 117 2055214.125 118 2004635.500 119 2058071.000 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,MLP,1.7849881649017334,"108 650873.295568 109 234207.905069 110 247495.374674 111 378182.524705 112 793301.657341 113 -330743.333301 114 119135.683084 115 84059.122961 116 86308.356836 117 70819.987195 118 67301.981479 119 596083.633886 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do ITR,MLP,2.9677281379699707,"106 4.660764e+04 107 4.011191e+04 108 3.147331e+04 109 3.232391e+04 110 3.409706e+04 111 3.499497e+04 112 4.926118e+04 113 4.388750e+04 114 1.811743e+05 115 1.789767e+06 116 1.076541e+05 117 1.345814e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,IPTU,Prophet,1.519606351852417,"87 5152.181641 88 4917.212402 89 4590.944824 90 5712.815918 91 69208.398438 92 86314.953125 93 67805.117188 94 67805.117188 95 20985.730469 96 178.027191 97 4.999914 98 -327.842834 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,ISS,SARIMAX,1.0820775032043457,"96 92533.101562 97 92453.351562 98 92412.460938 99 107752.890625 100 92660.546875 101 92694.179688 102 92694.179688 103 92453.351562 104 92694.179688 105 107752.890625 106 92694.179688 107 107752.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,ITBI,AR,2.0666232109069824,"96 29006.160156 97 28380.998047 98 44029.515625 99 19148.195312 100 44265.640625 101 19237.011719 102 44275.195312 103 44293.769531 104 21126.318359 105 55621.250000 106 44275.195312 107 20315.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,IRRF,XGBoost,1.9050226211547852,"96 203207.109375 97 203190.890625 98 203207.562500 99 203207.562500 100 202751.562500 101 203207.562500 102 203065.312500 103 203207.562500 104 202751.562500 105 203754.593750 106 203207.562500 107 203754.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do FPM,SARIMAX,1.5520782470703125,"96 1681190.750 97 1811506.625 98 1491513.000 99 1681190.750 100 1811197.250 101 1681190.750 102 1811506.625 103 1681190.750 104 1620484.375 105 1620484.375 106 1811177.750 107 1811506.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,HWES,1.454946756362915,"96 890345.8125 97 976148.4375 98 977888.2500 99 976148.4375 100 977888.2500 101 932187.3125 102 976148.4375 103 976148.4375 104 932247.3750 105 932253.8125 106 933042.0000 107 979825.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,MLP,1.8291668891906738,"96 227963.402196 97 101457.488850 98 124148.752372 99 241528.354894 100 165689.795629 101 68213.081405 102 72514.393264 103 70563.458876 104 65774.465667 105 68711.431650 106 67665.515093 107 430026.879097 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ITR,HWES,1.2665843963623047,"67 49.418442 68 46.985481 69 1460.224609 70 608.564148 71 597.561279 72 549.489136 73 545.656006 74 1671.077759 75 1741.203247 76 1665.393799 77 85.046631 78 556.953491 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Transferencias LC 61_1989,AR,1.2279291152954102,"96 9494.173828 97 10423.565430 98 10588.701172 99 8688.131836 100 11245.762695 101 10156.597656 102 9169.223633 103 8797.990234 104 9398.777344 105 9364.541992 106 9110.459961 107 9010.529297 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,IPTU,HWES,1.8039405345916748,"108 49398.390625 109 48190.316406 110 91169.210938 111 240634.218750 112 105318.687500 113 13864.730469 114 15886.302734 115 19815.736328 116 19772.580078 117 24673.960938 118 17253.990234 119 24673.960938 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,ISS,Prophet,0.9413352012634277,"108 31472.677734 109 21161.857422 110 40688.621094 111 41160.273438 112 40854.589844 113 40688.621094 114 41281.429688 115 40847.535156 116 40847.535156 117 39329.652344 118 40250.281250 119 40688.621094 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,ITBI,SARIMAX,2.913862466812134,"108 40261.757812 109 22831.433594 110 39972.945312 111 40281.613281 112 39693.375000 113 39642.007812 114 39559.738281 115 39978.882812 116 40063.027344 117 30426.121094 118 40063.027344 119 39912.687500 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,IRRF,HWES,3.6560659408569336,"108 170217.390625 109 170217.390625 110 170217.390625 111 170217.390625 112 170217.390625 113 144320.312500 114 144320.312500 115 144320.312500 116 144267.312500 117 142230.125000 118 144320.312500 119 170217.390625 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do FPM,HWES,0.9570238590240479,"108 1746604.500 109 1893768.625 110 1746605.125 111 1779298.750 112 1785197.625 113 1785219.125 114 1893768.625 115 1746604.500 116 1746604.500 117 1746605.125 118 1785197.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,HWES,1.087005615234375,"108 634723.8125 109 618596.5000 110 609314.3750 111 835666.8125 112 890641.5625 113 865609.3125 114 866387.0625 115 889138.6875 116 889138.6875 117 887533.5625 118 867944.5000 119 887533.5625 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,MLP,0.8631811141967773,"101 105088.229465 102 92409.901557 103 55993.170748 104 57837.411324 105 80395.802655 106 62077.953827 107 54765.320779 108 54419.793742 109 53637.462668 110 52448.031377 111 51062.550786 112 84165.100423 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ITR,SARIMAX,1.083907127380371,"103 121.347313 104 123.521194 105 133.899109 106 116.970436 107 121.275826 108 115.683884 109 123.892914 110 122.326218 111 2207.602539 112 2207.602539 113 120.270874 114 113.483879 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,IPTU,AR,1.6201574802398682,"108 8391001.00 109 25511320.00 110 4706803.00 111 4642926.00 112 4640879.00 113 4649347.00 114 4640879.00 115 4647591.50 116 4649347.00 117 3266609.50 118 3267103.25 119 4672969.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,ISS,SARIMAX,0.9822335243225098,"108 10608328.0 109 10603383.0 110 10617214.0 111 10617214.0 112 10617214.0 113 10617214.0 114 10617214.0 115 10608328.0 116 10617214.0 117 10608013.0 118 10608013.0 119 10608328.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,ITBI,AR,1.0197882652282715,"108 2903789.00 109 2481383.25 110 2864343.75 111 3621288.75 112 2876764.50 113 2864344.75 114 2863721.75 115 3373219.75 116 2876807.00 117 2876764.50 118 2974184.00 119 2876764.50 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,IRRF,MLP,1.8282721042633057,"108 7.415347e+06 109 7.107927e+06 110 7.285295e+06 111 7.529320e+06 112 7.444090e+06 113 7.802081e+06 114 7.953497e+06 115 7.802144e+06 116 8.389115e+06 117 1.272711e+07 118 9.145187e+06 119 1.245503e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do FPM,MLP,1.183293104171753,"108 1.133914e+07 109 1.342348e+07 110 1.014032e+07 111 1.095262e+07 112 1.166761e+07 113 1.127661e+07 114 1.290930e+07 115 1.056366e+07 116 1.074711e+07 117 1.044282e+07 118 9.394190e+06 119 1.862410e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,HWES,0.8740353584289551,"108 13608217.0 109 11653871.0 110 10941768.0 111 13471631.0 112 13635451.0 113 11950579.0 114 13878504.0 115 13821654.0 116 13821654.0 117 13780901.0 118 13924188.0 119 13574450.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,AR,4.494786977767944,"108 1.032354e+07 109 5.613403e+06 110 5.613403e+06 111 1.164187e+07 112 1.096650e+07 113 4.807113e+06 114 4.174079e+06 115 2.314852e+06 116 1.396041e+06 117 6.565166e+05 118 8.341620e+05 119 1.086435e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ITR,MLP,2.1441023349761963,"107 2.067527e+05 108 1.180415e+05 109 1.335854e+05 110 1.347881e+05 111 1.861236e+05 112 1.666548e+05 113 1.933782e+05 114 2.087952e+05 115 4.410312e+05 116 1.752373e+06 117 5.181193e+05 118 5.063451e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Transferencias LC 61_1989,HWES,0.9483017921447754,"108 109543.703125 109 124204.281250 110 101714.429688 111 107094.460938 112 102502.210938 113 124193.148438 114 122907.320312 115 119800.531250 116 103668.703125 117 122309.742188 118 119011.695312 119 102879.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,IPTU,AR,1.8441574573516846,"104 15313.800781 105 19182.871094 106 4339.125488 107 91808.882812 108 188084.421875 109 12682.795898 110 7664.535156 111 12233.407227 112 14501.333984 113 12654.053711 114 8547.208008 115 14501.333984 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,ISS,SARIMAX,1.5406887531280518,"108 93342.070312 109 88793.843750 110 93344.765625 111 93344.765625 112 93344.765625 113 93344.765625 114 93344.765625 115 93344.765625 116 93344.765625 117 93344.765625 118 93344.765625 119 93344.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,ITBI,HWES,1.7716474533081055,"107 18832.380859 108 21824.365234 109 7328.630371 110 9050.830078 111 9536.934570 112 9741.716797 113 8308.214844 114 9556.310547 115 7180.940430 116 6809.850586 117 19263.857422 118 6552.252930 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,IRRF,XGBoost,1.2021586894989014,"108 232668.531250 109 232675.140625 110 232546.875000 111 232723.515625 112 232723.515625 113 232723.515625 114 232680.765625 115 232723.515625 116 232680.765625 117 232723.515625 118 232723.515625 119 232723.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do FPM,HWES,1.9068536758422852,"108 1.324001e+06 109 1.893769e+06 110 1.171514e+06 111 1.179274e+06 112 1.323887e+06 113 1.278347e+06 114 1.323887e+06 115 1.171514e+06 116 1.178530e+06 117 9.506396e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,HWES,1.877457618713379,"108 1147869.375 109 1098786.750 110 1098199.375 111 1134026.750 112 1202258.125 113 1190633.000 114 1193101.750 115 1191944.250 116 1191944.250 117 1193650.125 118 1173103.000 119 1185919.000 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,HWES,1.9941062927246094,"108 309372.968750 109 63671.292969 110 63670.511719 111 74625.062500 112 74614.539062 113 30210.232422 114 20539.744141 115 21550.576172 116 18099.021484 117 16485.185547 118 18098.576172 119 247592.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ITR,XGBoost,1.8308987617492676,"84 47.492664 85 62.901562 86 121.444038 87 33.961765 88 124.551651 89 124.551651 90 887.911072 91 2916.729004 92 45.062328 93 708.466858 94 -35.537502 95 -35.287659 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Transferencias LC 61_1989,SES,1.2079355716705322,"108 9104.014648 109 7412.811523 110 7914.677734 111 7570.281738 112 7612.231934 113 8225.648438 114 8026.138184 115 8188.957520 116 8226.443359 117 5993.113281 118 8226.351562 119 8114.395508 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,IPTU,AR,1.8561406135559082,"108 7.148184e+04 109 1.010375e+05 110 1.233666e+05 111 1.471046e+06 112 8.875366e+06 113 1.108887e+06 114 6.560155e+06 115 8.359223e+06 116 8.358104e+06 117 8.350908e+06 118 8.350908e+06 119 8.356936e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,ISS,MLP,1.1865344047546387,"108 1.331234e+06 109 1.337284e+06 110 1.323938e+06 111 1.257511e+06 112 1.286190e+06 113 1.250070e+06 114 1.329330e+06 115 1.329354e+06 116 1.327156e+06 117 1.368708e+06 118 1.357514e+06 119 1.334272e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,ITBI,MLP,1.9534671306610107,"108 319335.047190 109 296119.858845 110 326649.341099 111 318724.571178 112 347674.655033 113 354456.083091 114 317226.240542 115 357073.240330 116 327587.847317 117 358934.266488 118 403029.180162 119 442362.926379 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,IRRF,SARIMAX,1.558720588684082,"108 1700866.25 109 1700866.25 110 1700988.00 111 1700988.00 112 1700988.00 113 1700988.00 114 1700988.00 115 1700988.00 116 1700988.00 117 1700988.00 118 1700988.00 119 1700988.00 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do FPM,MLP,1.0623762607574463,"102 7.240398e+06 103 7.118252e+06 104 7.496302e+06 105 7.987455e+06 106 8.905880e+06 107 1.036674e+07 108 1.007821e+07 109 1.149060e+07 110 1.543872e+07 111 1.680388e+07 112 1.283006e+07 113 1.479383e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,HWES,0.9793436527252197,"108 8560748.0 109 8583865.0 110 8340833.5 111 8526032.0 112 8628234.0 113 8674119.0 114 8526032.0 115 8547920.0 116 8547920.0 117 8628234.0 118 8544058.0 119 8628234.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,MLP,3.7656047344207764,"108 1.794369e+06 109 7.457450e+05 110 8.418084e+05 111 1.110379e+06 112 9.166549e+05 113 6.186671e+05 114 6.005108e+05 115 5.642374e+05 116 5.491597e+05 117 6.129848e+05 118 6.309590e+05 119 2.648357e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ITR,HWES,2.5294113159179688,"107 1169.310425 108 621.299377 109 415.424652 110 577.587585 111 375.131958 112 442.958984 113 541.568176 114 362.739899 115 12228.404297 116 25520.929688 117 200.754059 118 244.449814 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Transferencias LC 61_1989,MLP,0.8792154788970947,"108 79051.780935 109 71889.893324 110 74336.099031 111 76454.536942 112 75571.625797 113 77255.214958 114 77740.314851 115 75536.770051 116 76412.911307 117 84482.514000 118 74939.423513 119 78506.960522 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,IPTU,MLP,1.9666588306427002,"108 15669.749009 109 19836.564432 110 62327.552540 111 7219.026095 112 6266.783853 113 26417.586192 114 6219.363795 115 6311.386786 116 9087.642964 117 7527.915385 118 6185.286065 119 9172.576400 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,ISS,Prophet,1.5433580875396729,"108 13901.166992 109 10344.162109 110 10344.162109 111 11815.829102 112 9747.362305 113 11652.573242 114 15055.027344 115 11652.573242 116 10564.551758 117 12286.175781 118 12324.317383 119 12322.233398 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,ITBI,SES,1.484659194946289,"108 3612.027588 109 3432.104248 110 4734.863770 111 3552.093018 112 7663.840332 113 3649.186768 114 6351.501465 115 3571.757080 116 4696.991211 117 4281.836426 118 4772.872070 119 4734.700195 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,IRRF,AR,1.627915382385254,"74 54301.820312 75 59550.824219 76 111294.679688 77 111294.679688 78 111294.679688 79 59550.824219 80 111294.679688 81 111294.679688 82 52688.074219 83 111294.679688 84 94384.179688 85 111294.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do FPM,HWES,1.2581532001495361,"108 1637221.250 109 2221814.000 110 1446199.625 111 1288806.875 112 2221954.000 113 1234719.625 114 2221814.000 115 1446199.625 116 1446199.625 117 1138668.375 118 1148912.875 119 2221814.000 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,SES,0.8515982627868652,"108 397546.93750 109 380882.18750 110 374816.87500 111 439686.53125 112 409874.75000 113 393950.46875 114 439686.53125 115 454029.25000 116 443279.37500 117 439685.68750 118 454029.12500 119 393950.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,SARIMAX,1.6360046863555908,"108 64024.421875 109 16226.809570 110 60218.039062 111 49568.042969 112 27671.814453 113 6459.466797 114 6459.466797 115 2180.042969 116 1781.298462 117 1781.298462 118 2379.135010 119 59305.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do ITR,MLP,1.7541453838348389,"100 8905.832792 101 6610.769087 102 7466.705762 103 7730.158907 104 8742.721194 105 9520.273141 106 10686.239822 107 12324.446397 108 21744.270482 109 42243.337032 110 16764.756670 111 19543.312620 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,IPTU,SARIMAX,1.6178812980651855,"107 1.580652e+06 108 2.524608e+06 109 8.617841e+06 110 2.263542e+06 111 2.264592e+06 112 2.263542e+06 113 2.264592e+06 114 5.975419e+05 115 5.166925e+05 116 4.359596e+05 117 5.211516e+05 118 4.380490e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,ISS,MLP,1.1009998321533203,"108 1.493281e+06 109 1.315430e+06 110 1.325045e+06 111 1.474533e+06 112 1.544058e+06 113 1.533410e+06 114 1.610982e+06 115 1.541706e+06 116 1.490946e+06 117 1.604401e+06 118 1.892381e+06 119 1.992720e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,ITBI,XGBoost,1.209313154220581,"108 369096.84375 109 369321.71875 110 385460.65625 111 375371.75000 112 429586.18750 113 400564.40625 114 428625.25000 115 401084.75000 116 400564.40625 117 400801.96875 118 319156.87500 119 334916.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,IRRF,Prophet,1.2072715759277344,"107 4.734974e+05 108 4.548215e+05 109 4.161920e+05 110 3.213154e+05 111 3.268610e+05 112 3.268675e+05 113 3.268675e+05 114 1.654376e+06 115 3.268675e+05 116 3.255654e+05 117 3.255432e+05 118 1.655606e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do FPM,AR,1.012326717376709,"108 5355272.5 109 8194837.5 110 4459408.5 111 4936827.5 112 5349549.0 113 5371316.0 114 8194837.0 115 3992140.5 116 4459410.0 117 4319716.5 118 5349549.0 119 8194837.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,SES,1.4365425109863281,"108 3499425.25 109 3276427.00 110 3663322.25 111 3284296.75 112 3015372.00 113 2782390.00 114 2691821.00 115 3862753.25 116 2841864.50 117 4038316.75 118 3334756.25 119 4038316.75 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,XGBoost,1.5857980251312256,"108 2.561293e+06 109 1.075408e+06 110 2.490177e+06 111 2.494828e+06 112 1.297081e+05 113 9.822645e+05 114 6.616339e+05 115 4.697028e+05 116 3.613902e+05 117 2.362615e+05 118 1.551401e+05 119 2.566099e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ITR,HWES,2.1472275257110596,"102 209.791290 103 471.297028 104 325.576416 105 1244.579224 106 187.577957 107 1244.579224 108 4125.489746 109 1179.386230 110 5437.790039 111 5413.104980 112 406.252289 113 1078.352295 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,AR,1.755133867263794,"108 782.969910 109 918.715637 110 9995.781250 111 50684.480469 112 51406.585938 113 50772.226562 114 50571.617188 115 51419.457031 116 50126.160156 117 50462.652344 118 50684.480469 119 51419.457031 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,ISS,XGBoost,1.6123015880584717,"108 16216.708984 109 16118.526367 110 16176.854492 111 16448.156250 112 16368.638672 113 16226.186523 114 16226.186523 115 16447.431641 116 16448.156250 117 16448.156250 118 16520.869141 119 16513.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,XGBoost,2.9730634689331055,"108 16005.221680 109 43294.914062 110 16495.759766 111 15978.558594 112 43294.914062 113 15901.113281 114 43421.769531 115 43294.914062 116 35243.257812 117 43294.914062 118 15901.113281 119 43421.769531 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,IRRF,AR,1.7774510383605957,"108 118694.273438 109 118699.734375 110 118699.734375 111 118699.734375 112 118687.734375 113 118699.734375 114 118699.773438 115 118699.773438 116 118687.734375 117 118699.734375 118 118699.734375 119 118699.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do FPM,SARIMAX,1.0355653762817383,"108 1312060.000 109 1387755.500 110 1399194.750 111 1407309.750 112 1312060.000 113 1322271.000 114 1325087.375 115 1400032.875 116 1400032.875 117 954843.000 118 1387755.500 119 1312060.000 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,HWES,1.409942626953125,"108 325809.31250 109 288559.46875 110 320682.65625 111 327453.18750 112 324529.56250 113 325809.31250 114 327453.18750 115 327453.18750 116 327453.18750 117 324529.56250 118 325894.65625 119 324529.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,MLP,1.5172934532165527,"107 35209.353520 108 16820.875119 109 18683.964201 110 22739.738036 111 33370.501389 112 9535.843384 113 11615.990128 114 11419.360686 115 9881.594007 116 11424.677067 117 10246.604619 118 42787.883347 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ITR,XGBoost,1.5619637966156006,"91 2557.811768 92 2477.367188 93 261.861877 94 283.593384 95 283.105560 96 945.489380 97 926.939636 98 926.939636 99 223.066360 100 358.098785 101 357.310974 102 211.493484 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,IPTU,SARIMAX,1.5976767539978027,"96 3.562898e+05 97 1.429800e+06 98 5.818478e+06 99 1.005699e+06 100 1.005699e+06 101 1.429800e+06 102 4.448805e+05 103 1.005699e+06 104 8.656637e+05 105 1.005699e+06 106 3.506601e+05 107 1.005699e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,ISS,SARIMAX,1.122087001800537,"96 1570446.750 97 1571269.375 98 1570880.250 99 1570446.750 100 1535374.875 101 1535374.875 102 1535374.875 103 1535374.875 104 1535374.875 105 1535374.875 106 1535374.875 107 1535374.875 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,ITBI,HWES,1.0054152011871338,"96 431595.1250 97 569832.4375 98 570213.9375 99 574918.7500 100 570213.9375 101 569832.4375 102 568771.2500 103 568771.2500 104 570213.9375 105 566815.8125 106 566556.9375 107 569434.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,IRRF,AR,2.3597967624664307,"96 2124088.0 97 2124088.0 98 2124088.0 99 2124088.0 100 2124088.0 101 2124088.0 102 2124088.0 103 2124088.0 104 2124088.0 105 2124088.0 106 2124088.0 107 2124088.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do FPM,SARIMAX,0.9558813571929932,"96 5635493.5 97 7246025.5 98 5589044.5 99 5635493.5 100 7122658.5 101 5635493.5 102 7246025.5 103 5635493.5 104 5589044.5 105 5616675.0 106 7247254.0 107 7246025.5 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,SES,0.8474447727203369,"96 5795251.0 97 7112458.5 98 7698166.0 99 7111700.5 100 7695807.5 101 7070700.5 102 7070700.5 103 7111700.5 104 7104631.5 105 7106197.0 106 6987256.5 107 7698780.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,MLP,1.5123777389526367,"96 2.797689e+06 97 1.114902e+06 98 1.304084e+06 99 2.209865e+06 100 1.838463e+06 101 1.008892e+06 102 7.088620e+05 103 6.583691e+05 104 5.064207e+05 105 4.658146e+05 106 4.202400e+05 107 3.967900e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,IPTU,SARIMAX,2.4569876194000244,"108 3.198864e+05 109 3.147444e+05 110 2.595328e+05 111 2.595328e+05 112 3.175078e+05 113 1.108697e+06 114 1.108654e+06 115 3.634040e+05 116 3.399755e+05 117 3.399755e+05 118 3.399755e+05 119 3.634085e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,ISS,MLP,1.44978928565979,"108 352892.345437 109 316176.425832 110 321250.353365 111 336997.959208 112 345386.440695 113 371589.928814 114 345158.593971 115 397672.977155 116 340786.834737 117 398484.436415 118 361231.986583 119 361896.197524 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,ITBI,MLP,1.3916418552398682,"108 141624.917819 109 161610.030486 110 178219.697711 111 155778.353195 112 159071.267656 113 155084.700634 114 155192.043686 115 184050.278503 116 154822.079626 117 153678.290805 118 216343.310120 119 152799.675073 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,IRRF,SARIMAX,2.167158365249634,"108 739267.2500 109 421727.9375 110 421727.9375 111 739267.2500 112 421727.9375 113 739267.2500 114 421727.9375 115 739267.2500 116 739267.2500 117 739267.2500 118 739267.2500 119 739267.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do FPM,HWES,1.7897779941558838,"108 2781263.50 109 4418794.00 110 2441795.75 111 2667619.50 112 2781264.50 113 2857884.50 114 2781264.50 115 2441795.75 116 2441795.75 117 2161432.25 118 2781264.50 119 4418794.00 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,HWES,1.9045569896697998,"108 1726790.875 109 1522530.875 110 1703797.375 111 1756585.000 112 1752054.625 113 1877880.750 114 1869911.875 115 1902265.750 116 1887926.875 117 1880705.375 118 1870058.750 119 1880705.375 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,AR,1.7178843021392822,"108 812909.625000 109 301569.312500 110 670128.875000 111 894124.062500 112 608892.812500 113 220300.000000 114 208126.203125 115 143525.562500 116 122660.148438 117 68016.492188 118 46823.988281 119 682916.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ITR,SARIMAX,2.492631673812866,"107 407.001160 108 726.847046 109 610.769287 110 1576.914551 111 757.700378 112 726.847046 113 407.001160 114 1647.632568 115 8724.051758 116 11858.013672 117 1687.646362 118 1719.276611 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Transferencias LC 61_1989,HWES,0.9771068096160889,"108 12585.466797 109 16289.154297 110 15263.548828 111 12084.949219 112 15492.781250 113 14081.612305 114 14036.025391 115 12966.748047 116 13947.705078 117 13885.312500 118 15262.834961 119 13552.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,IPTU,MLP,1.4275288581848145,"97 11196.797299 98 12371.716403 99 18418.959611 100 35218.513253 101 38423.707896 102 12836.501157 103 11748.372212 104 10951.634067 105 11821.304341 106 12263.972346 107 13485.612681 108 16374.535661 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,ISS,XGBoost,1.384495496749878,"108 200927.187500 109 201990.453125 110 201960.468750 111 201874.109375 112 201995.218750 113 201874.109375 114 201874.109375 115 201630.593750 116 201554.562500 117 201740.312500 118 201740.312500 119 201960.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,ITBI,XGBoost,1.435631275177002,"106 12653.415039 107 12944.203125 108 13429.710938 109 13429.710938 110 15228.363281 111 13201.754883 112 12982.821289 113 13627.279297 114 15719.531250 115 13656.787109 116 13791.619141 117 13591.350586 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,IRRF,AR,2.7099769115448,"108 3754.241699 109 112423.765625 110 46225.125000 111 112399.648438 112 112423.765625 113 37132.707031 114 37121.933594 115 37842.496094 116 37254.074219 117 37254.074219 118 37132.707031 119 112581.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do FPM,HWES,1.5353798866271973,"108 1218929.500 109 1893783.125 110 1106747.000 111 1153880.625 112 1218921.250 113 1333712.500 114 1218921.250 115 1106747.000 116 1106747.250 117 958869.125 118 1218921.250 119 1893783.125 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,HWES,1.209432601928711,"108 614250.62500 109 502802.90625 110 591804.68750 111 614784.43750 112 692840.50000 113 677742.18750 114 670816.31250 115 671111.00000 116 671111.00000 117 693288.43750 118 677743.25000 119 693059.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,SES,0.8204638957977295,"84 84947.070312 85 83859.625000 86 83675.078125 87 66551.984375 88 75419.773438 89 82757.687500 90 64941.785156 91 66245.398438 92 69122.507812 93 58586.464844 94 60244.992188 95 81282.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ITR,XGBoost,2.2931487560272217,"99 5551.145508 100 6777.031250 101 57769.101562 102 52234.035156 103 52315.117188 104 52426.550781 105 52426.550781 106 53036.746094 107 54238.953125 108 54209.871094 109 54301.191406 110 54238.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Transferencias LC 61_1989,SES,1.2437107563018799,"108 5050.590820 109 4963.947266 110 5119.790039 111 5416.832031 112 5621.345215 113 5326.637695 114 5226.395020 115 5245.900879 116 5537.458984 117 5761.200195 118 5113.090820 119 5824.692871 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,IPTU,SARIMAX,2.3017258644104004,"108 6.707077e+04 109 8.018391e+04 110 8.017564e+04 111 4.435252e+06 112 5.062736e+06 113 7.439609e+04 114 4.770299e+05 115 4.702672e+05 116 4.770299e+05 117 4.166349e+05 118 4.166349e+05 119 7.441153e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,ISS,SARIMAX,1.642228603363037,"108 751238.1875 109 751392.4375 110 751238.1875 111 751866.3750 112 751866.3750 113 751866.3750 114 751866.3750 115 751866.3750 116 751866.3750 117 751870.9375 118 751866.3750 119 751866.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,ITBI,XGBoost,0.9515902996063232,"108 246368.296875 109 320263.437500 110 309937.187500 111 294113.437500 112 294601.062500 113 309572.812500 114 301871.875000 115 311254.687500 116 285262.687500 117 294601.062500 118 319552.406250 119 333402.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,IRRF,Prophet,2.816373109817505,"108 851953.625 109 699396.750 110 699396.750 111 699396.750 112 699396.750 113 699396.750 114 699396.750 115 699396.750 116 699396.750 117 699396.750 118 579608.750 119 699396.750 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do FPM,HWES,1.117772102355957,"108 2779328.50 109 4079463.25 110 2349991.25 111 2670943.75 112 2972369.75 113 2944054.25 114 2972369.75 115 2349991.25 116 2350561.75 117 2247858.50 118 2972369.75 119 3861006.00 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,HWES,1.0482614040374756,"108 3319339.25 109 3301007.75 110 3359744.75 111 3601262.75 112 3597740.50 113 3319339.25 114 3601262.75 115 3601262.75 116 3601262.75 117 3601255.00 118 3319339.25 119 3601255.00 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,SARIMAX,1.6137580871582031,"108 1.937126e+06 109 5.055978e+05 110 5.113084e+05 111 9.737717e+05 112 5.620326e+05 113 3.404481e+05 114 2.275908e+05 115 1.977248e+05 116 1.584838e+05 117 1.094537e+05 118 1.094537e+05 119 1.841110e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ITR,HWES,2.035568952560425,"106 1001.876831 107 390.911407 108 385.561188 109 287.479492 110 333.661133 111 277.143036 112 398.312164 113 311.644196 114 7669.461426 115 25195.841797 116 309.911469 117 445.245117 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Transferencias LC 61_1989,SES,1.0174298286437988,"96 27957.458984 97 27609.408203 98 31020.185547 99 37944.968750 100 30115.740234 101 29213.654297 102 29047.031250 103 30976.460938 104 31492.105469 105 27632.205078 106 32267.251953 107 29076.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,IPTU,XGBoost,1.7688729763031006,"103 31086.546875 104 43955.597656 105 170801.187500 106 78218.031250 107 69863.976562 108 72204.265625 109 37516.347656 110 43040.027344 111 37516.347656 112 36091.812500 113 36974.230469 114 36974.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,ISS,XGBoost,1.2837026119232178,"108 188285.171875 109 186105.343750 110 182221.750000 111 193140.390625 112 181989.375000 113 181684.875000 114 188680.765625 115 185449.000000 116 181989.375000 117 177959.375000 118 171156.125000 119 171106.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,ITBI,SES,3.306464195251465,"106 23801.945312 107 24948.396484 108 27114.535156 109 23953.164062 110 28036.695312 111 30534.007812 112 24974.808594 113 25046.675781 114 34308.660156 115 38327.640625 116 22830.500000 117 38728.386719 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,IRRF,XGBoost,0.9841976165771484,"108 78420.875000 109 79206.335938 110 76247.703125 111 76247.703125 112 75988.507812 113 76138.039062 114 76138.039062 115 76138.039062 116 76135.187500 117 76195.820312 118 76135.187500 119 216859.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do FPM,HWES,1.0518286228179932,"108 1255696.750 109 1893780.625 110 1092075.375 111 1141555.875 112 1256759.625 113 1229106.750 114 1256759.625 115 1092075.375 116 1092226.500 117 951472.250 118 1256759.625 119 1893780.625 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,HWES,0.9586915969848633,"108 957189.6875 109 817357.5000 110 820952.4375 111 950571.6875 112 970714.6250 113 957365.0000 114 950571.6875 115 950571.6875 116 971500.9375 117 974829.5625 118 960544.0000 119 974829.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2532157897949219,"108 206564.312500 109 77586.992188 110 72275.351562 111 239150.406250 112 244211.687500 113 72337.351562 114 74618.718750 115 38093.656250 116 26426.400391 117 66935.218750 118 32847.777344 119 206588.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ITR,XGBoost,1.8469974994659424,"93 32575.060547 94 39548.171875 95 30581.146484 96 30666.291016 97 30296.613281 98 30959.265625 99 225656.406250 100 225973.734375 101 228826.046875 102 224303.812500 103 223999.343750 104 223706.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,IPTU,MLP,1.7517836093902588,"108 7.063506e+06 109 1.606669e+06 110 1.392390e+06 111 1.180124e+06 112 1.303554e+06 113 1.269714e+06 114 1.293481e+06 115 1.307212e+06 116 1.162709e+06 117 1.270169e+06 118 1.483157e+06 119 2.747279e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,1.4989395141601562,"108 2595792.25 109 2489014.50 110 2489014.50 111 2489412.50 112 2455302.75 113 2455302.75 114 2489408.75 115 2595797.50 116 2595792.25 117 2595797.50 118 2595797.50 119 2595797.50 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,ITBI,SES,1.0215957164764404,"108 278516.843750 109 287717.968750 110 271277.187500 111 268044.593750 112 322960.281250 113 247595.343750 114 244352.828125 115 278003.718750 116 288898.937500 117 321604.906250 118 290122.218750 119 327583.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,IRRF,AR,1.0754163265228271,"72 1251081.750 73 1251805.625 74 2468691.000 75 2468691.000 76 2468691.000 77 2468691.000 78 2468691.000 79 2468691.000 80 2468691.000 81 2468691.000 82 2468691.000 83 2468691.000 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do FPM,HWES,3.4144318103790283,"108 6305606.0 109 8837588.0 110 4989939.0 111 5328407.0 112 6350181.5 113 6305606.0 114 7405173.5 115 4989939.0 116 4989939.0 117 4470491.0 118 6350181.5 119 8837588.0 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,HWES,1.1669914722442627,"108 8821095.0 109 8577724.0 110 9611961.0 111 10191142.0 112 10351472.0 113 10761019.0 114 10076495.0 115 10598792.0 116 10598792.0 117 10418831.0 118 10819140.0 119 10418831.0 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,AR,2.7898998260498047,"108 2.413488e+06 109 1.067588e+06 110 2.112337e+06 111 2.413283e+06 112 2.414533e+06 113 9.951474e+05 114 8.342891e+05 115 2.456998e+05 116 2.226943e+05 117 2.852393e+05 118 2.214060e+05 119 2.414321e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Transferencias LC 61_1989,AR,0.8604958057403564,"72 88892.250000 73 89205.328125 74 88143.781250 75 89107.031250 76 88771.367188 77 87693.484375 78 88662.250000 79 88771.687500 80 104305.148438 81 111111.437500 82 105344.242188 83 89016.992188 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,SARIMAX,1.9248056411743164,"92 8541.832031 93 7392.049316 94 8619.872070 95 8052.108887 96 35883.625000 97 68276.250000 98 32938.546875 99 8980.727539 100 9437.790039 101 7305.527344 102 8897.203125 103 8980.727539 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,ISS,MLP,1.9715611934661865,"108 23232.042141 109 24100.439745 110 22961.381334 111 23461.394679 112 23660.609522 113 22479.689022 114 23225.095272 115 22782.292873 116 22904.884134 117 22978.046057 118 23351.993770 119 24028.874695 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,AR,1.763648509979248,"95 10092.823242 96 11269.720703 97 10015.367188 98 9190.725586 99 15907.590820 100 3870.813232 101 5598.562500 102 4353.763672 103 9695.137695 104 9591.849609 105 9190.648438 106 9695.137695 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,IRRF,MLP,2.0869505405426025,"108 40822.326008 109 42537.732221 110 54667.059017 111 48825.571734 112 44993.795632 113 45242.906583 114 42716.272924 115 42979.607162 116 42745.398738 117 43485.334332 118 42399.730787 119 50812.955739 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do FPM,MLP,1.3043594360351562,"107 1.345013e+06 108 1.313210e+06 109 1.507311e+06 110 1.212583e+06 111 1.288045e+06 112 1.354001e+06 113 1.152262e+06 114 2.103742e+06 115 1.238964e+06 116 1.214310e+06 117 1.356694e+06 118 1.597102e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,HWES,2.178502082824707,"108 622490.9375 109 567630.7500 110 565713.4375 111 616645.6250 112 644787.6250 113 601513.0000 114 635489.6875 115 635489.6875 116 634699.3125 117 637186.1875 118 644147.3125 119 637188.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.6903729438781738,"108 44662.351562 109 50269.824219 110 44415.363281 111 84975.250000 112 45430.699219 113 17343.263672 114 30140.431641 115 8654.685547 116 8926.528320 117 3692.477783 118 1956.087891 119 94535.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ITR,XGBoost,3.2247846126556396,"96 14949.866211 97 14961.757812 98 22643.587891 99 14814.816406 100 14690.000977 101 28219.978516 102 15349.819336 103 308923.000000 104 309536.218750 105 309526.625000 106 309679.593750 107 309482.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,IPTU,MLP,1.437086582183838,"75 14636.998769 76 17911.042325 77 21933.620544 78 25762.593494 79 20979.685871 80 5199.056329 81 6127.080481 82 7188.256581 83 8640.632378 84 10406.524643 85 12365.825142 86 14680.595497 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,ISS,AR,0.9598448276519775,"108 15946.319336 109 17771.960938 110 28793.238281 111 24774.919922 112 24676.488281 113 25506.265625 114 26232.460938 115 24974.029297 116 25286.250000 117 25085.748047 118 26284.542969 119 26608.291016 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,ITBI,AR,2.271070718765259,"107 8609.939453 108 7632.669434 109 8505.650391 110 11610.502930 111 5218.063965 112 8206.310547 113 7513.393555 114 7470.088867 115 8887.311523 116 9959.570312 117 9128.295898 118 16913.605469 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,IRRF,SARIMAX,1.9170923233032227,"107 146539.312500 108 146539.312500 109 75433.007812 110 75433.007812 111 75433.007812 112 75433.007812 113 75433.007812 114 146539.312500 115 146539.312500 116 80263.382812 117 75433.007812 118 146539.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do FPM,HWES,1.0422146320343018,"108 1.296333e+06 109 1.893769e+06 110 1.102215e+06 111 1.168189e+06 112 1.296333e+06 113 1.276988e+06 114 1.296333e+06 115 1.102215e+06 116 1.103184e+06 117 9.641902e+05 118 1.296333e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,HWES,0.8838467597961426,"108 802931.4375 109 736836.3125 110 736358.1875 111 818053.5625 112 848596.8125 113 868206.9375 114 828541.3125 115 828829.1875 116 848599.2500 117 828877.4375 118 828541.3125 119 828877.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,SARIMAX,1.852278470993042,"108 111315.062500 109 14941.061523 110 34759.734375 111 97776.421875 112 38431.363281 113 6552.182129 114 14036.745117 115 9650.439453 116 9749.120117 117 6233.232910 118 10331.681641 119 133832.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ITR,MLP,1.5708181858062744,"86 33110.337390 87 39876.817901 88 48238.918398 89 58353.939028 90 70673.430572 91 85428.539618 92 103078.072524 93 124843.267142 94 155304.646090 95 175375.031381 96 182974.097995 97 221124.691700 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Transferencias LC 61_1989,XGBoost,0.9749398231506348,"60 6280.166504 61 6685.947754 62 6476.197266 63 6280.653809 64 6404.190918 65 6404.190918 66 5768.857910 67 6313.838867 68 7498.266602 69 6281.793945 70 6313.799805 71 7262.440918 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,IPTU,HWES,2.001641273498535,"108 1.140804e+06 109 8.681028e+05 110 3.012177e+06 111 1.181267e+06 112 3.421882e+06 113 1.247256e+06 114 1.253714e+06 115 3.547186e+06 116 1.004021e+06 117 1.070175e+06 118 9.858182e+05 119 1.113991e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,ISS,SARIMAX,2.8970539569854736,"108 8375171.5 109 8274536.0 110 8375171.5 111 8572580.0 112 8572580.0 113 8572241.0 114 8572241.0 115 8366032.0 116 8572580.0 117 8375171.5 118 8375171.5 119 8572241.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,ITBI,SARIMAX,1.3298225402832031,"108 1650923.500 109 1458491.500 110 1591718.750 111 1535415.125 112 1530891.250 113 2097834.500 114 2113870.250 115 2094657.625 116 2087353.250 117 2090159.125 118 2087353.250 119 2100395.250 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,IRRF,SARIMAX,1.0861170291900635,"108 2453983.50 109 2453983.50 110 2573087.25 111 2573087.25 112 2573020.25 113 2573020.25 114 2573020.25 115 2573020.25 116 2573011.25 117 2573020.25 118 2573020.25 119 4958758.00 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do FPM,HWES,1.3277862071990967,"108 7280804.0 109 8841685.0 110 6529106.5 111 6611373.5 112 7280848.0 113 7347955.5 114 7280848.0 115 6529106.5 116 6531221.0 117 6311258.5 118 7280848.0 119 10731430.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,HWES,1.221400499343872,"108 10301071.0 109 9191993.0 110 10177687.0 111 10252303.0 112 12041346.0 113 10139010.0 114 10321929.0 115 12246450.0 116 12249638.0 117 11593609.0 118 9939716.0 119 11614177.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,AR,2.0432815551757812,"108 8.000260e+06 109 2.709572e+06 110 2.764962e+06 111 7.768348e+06 112 3.134454e+06 113 1.481412e+06 114 1.197016e+06 115 8.011741e+05 116 5.987416e+05 117 3.910657e+05 118 3.242570e+05 119 7.294592e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ITR,MLP,1.66072678565979,"108 -1544.299187 109 -1363.104572 110 -2596.612311 111 -2094.528072 112 -3052.523612 113 -2965.766037 114 2199.958130 115 -3907.221552 116 3162.140807 117 18357.414107 118 -5650.401042 119 -5652.072484 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Transferencias LC 61_1989,SES,1.0384047031402588,"108 101069.101562 109 89736.984375 110 106755.289062 111 111316.539062 112 112369.187500 113 112043.437500 114 120651.742188 115 107239.156250 116 108391.289062 117 96772.671875 118 110582.781250 119 120622.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,IPTU,XGBoost,2.0702219009399414,"107 80836.000000 108 249048.578125 109 438114.093750 110 178489.640625 111 116434.218750 112 116422.210938 113 116422.210938 114 116422.210938 115 102908.296875 116 109483.179688 117 102125.468750 118 113661.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,ISS,MLP,0.8897626399993896,"108 816151.661438 109 613755.910548 110 564701.235988 111 655022.917344 112 738655.189249 113 706852.430920 114 680669.117496 115 659583.350676 116 614905.603293 117 823324.496869 118 768852.812127 119 770749.729515 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,ITBI,HWES,1.2140743732452393,"108 75548.367188 109 54761.636719 110 120128.335938 111 79043.648438 112 48865.421875 113 56490.679688 114 84159.296875 115 75309.593750 116 61525.152344 117 53872.789062 118 77733.921875 119 108803.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,IRRF,SARIMAX,1.7388625144958496,"108 404063.90625 109 399195.68750 110 406974.53125 111 406964.40625 112 406974.53125 113 406974.53125 114 404282.59375 115 406964.40625 116 406974.53125 117 406974.53125 118 406974.53125 119 406974.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do FPM,AR,1.1752514839172363,"108 2638515.25 109 3136491.00 110 2045191.75 111 2249864.25 112 2635322.25 113 2527823.50 114 2646560.00 115 2045191.75 116 2045191.75 117 1943479.25 118 3136491.00 119 3136491.00 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,HWES,1.0233380794525146,"108 1065307.125 109 1048670.250 110 1083744.000 111 1069959.375 112 1169688.750 113 1079524.375 114 1113735.875 115 1069000.500 116 1137544.125 117 1170552.500 118 1075404.125 119 1170552.500 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,SARIMAX,3.1086525917053223,"108 728928.562500 109 335958.531250 110 382181.687500 111 728791.625000 112 384086.062500 113 171315.609375 114 140403.062500 115 140392.359375 116 136283.468750 117 34387.917969 118 31665.873047 119 728987.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do ITR,XGBoost,2.1953816413879395,"77 2423.505127 78 12949.863281 79 12931.042969 80 2427.387451 81 2416.716553 82 12910.760742 83 6971.053223 84 4091.354248 85 2439.697266 86 12934.016602 87 12931.042969 88 12910.309570 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Transferencias LC 61_1989,HWES,1.8522210121154785,"84 10337.140625 85 9503.644531 86 10859.814453 87 10637.254883 88 10624.165039 89 10637.254883 90 10427.992188 91 11099.083984 92 10799.015625 93 9827.707031 94 10929.562500 95 10826.254883 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,IPTU,SARIMAX,1.6907572746276855,"103 1.993112e+04 104 3.635452e+04 105 1.072366e+06 106 1.073599e+06 107 1.441955e+05 108 1.689123e+05 109 1.689118e+05 110 1.734538e+05 111 1.373355e+05 112 2.347121e+04 113 2.331681e+04 114 3.635452e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,ISS,HWES,1.0425047874450684,"108 119993.453125 109 134881.859375 110 127720.593750 111 106513.023438 112 126301.484375 113 127139.273438 114 134881.859375 115 127720.523438 116 130152.078125 117 152853.390625 118 146181.468750 119 122106.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,ITBI,Prophet,1.1472935676574707,"108 62782.105469 109 62782.105469 110 80335.046875 111 62782.105469 112 62659.484375 113 59719.601562 114 81323.554688 115 45632.433594 116 49752.679688 117 42648.468750 118 42682.710938 119 88555.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,IRRF,XGBoost,0.9592139720916748,"108 49158.054688 109 91328.757812 110 91328.757812 111 91328.843750 112 91328.757812 113 91328.757812 114 91328.789062 115 91328.843750 116 91328.843750 117 91328.843750 118 91328.820312 119 91328.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do FPM,HWES,1.6164252758026123,"108 1.193834e+06 109 1.893769e+06 110 1.092821e+06 111 1.134908e+06 112 1.193856e+06 113 1.226526e+06 114 1.193856e+06 115 1.092821e+06 116 1.092821e+06 117 9.182727e+05 118 1.193856e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,AR,0.9718344211578369,"108 664999.0625 109 570830.6250 110 562324.0000 111 586954.1250 112 571893.9375 113 569035.9375 114 586557.7500 115 585670.0000 116 585539.2500 117 608714.9375 118 568956.1250 119 608731.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,AR,2.9439501762390137,"108 274715.593750 109 162661.671875 110 162416.562500 111 162900.656250 112 118636.937500 113 32645.281250 114 50216.949219 115 38793.769531 116 24224.546875 117 24745.621094 118 21907.716797 119 270157.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do ITR,XGBoost,1.4502222537994385,"97 2756.301758 98 3852.211426 99 278.429962 100 293.411194 101 299.559479 102 273.371796 103 288.079102 104 299.123444 105 246.029984 106 3833.680908 107 2827.178223 108 3882.647217 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Transferencias LC 61_1989,SARIMAX,1.491807460784912,"108 7914.173828 109 5692.416504 110 5692.416504 111 6003.684082 112 5750.423828 113 6054.552734 114 6099.558594 115 5807.502930 116 5807.502930 117 4549.792480 118 5691.947266 119 6071.746582 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,IPTU,MLP,2.6235713958740234,"94 32684.396433 95 39969.695298 96 51325.712353 97 57598.688179 98 72876.024283 99 164484.071595 100 52406.744285 101 59263.349937 102 70819.398041 103 85780.596668 104 105437.374557 105 131021.541410 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,ISS,HWES,1.3449499607086182,"108 38762.019531 109 39615.164062 110 43870.589844 111 38754.312500 112 38729.695312 113 39618.839844 114 39092.140625 115 39093.492188 116 38727.601562 117 38777.101562 118 44306.316406 119 38786.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,ITBI,MLP,2.1391360759735107,"105 10425.408549 106 10730.039873 107 12343.069509 108 10500.553936 109 12271.276639 110 12453.928401 111 12788.418230 112 11411.836747 113 11097.306914 114 11394.795851 115 12072.332293 116 11749.842375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,IRRF,SARIMAX,1.1566758155822754,"108 116849.812500 109 116849.812500 110 116849.812500 111 116849.812500 112 113944.539062 113 116849.812500 114 116849.812500 115 116849.812500 116 116849.812500 117 116849.812500 118 116849.812500 119 116849.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do FPM,HWES,1.0369808673858643,"108 1318577.250 109 1891393.625 110 995666.250 111 1225871.750 112 1316202.250 113 1316202.375 114 995666.250 115 1316202.250 116 995666.250 117 960800.375 118 1316202.250 119 1891393.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,HWES,1.388242483139038,"108 1.200274e+06 109 8.886522e+05 110 8.950701e+05 111 1.165872e+06 112 1.173540e+06 113 1.159829e+06 114 1.165872e+06 115 8.864618e+05 116 1.165860e+06 117 1.150193e+06 118 1.165873e+06 119 1.150193e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,XGBoost,1.692464828491211,"108 241604.984375 109 61195.074219 110 62001.820312 111 208792.687500 112 209321.203125 113 284265.406250 114 284265.406250 115 208744.390625 116 283917.875000 117 284149.437500 118 283917.875000 119 208744.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ITR,XGBoost,1.4094507694244385,"85 728.762878 86 606.632507 87 1664.667358 88 717.687988 89 1864.783569 90 937.504761 91 937.656311 92 749.069702 93 132.984009 94 193.238876 95 941.100525 96 469.962708 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Transferencias LC 61_1989,XGBoost,1.5697879791259766,"108 10314.041016 109 8931.943359 110 9690.633789 111 10452.047852 112 8706.727539 113 10456.944336 114 11247.670898 115 9453.494141 116 10517.976562 117 10063.166992 118 9690.643555 119 10724.467773 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,IPTU,AR,2.50565767288208,"108 5.459232e+05 109 1.855992e+06 110 8.196080e+06 111 5.459232e+05 112 2.049802e+05 113 2.066050e+05 114 2.000273e+05 115 3.295132e+05 116 2.605950e+05 117 2.684591e+05 118 3.701379e+05 119 2.756004e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,ISS,SARIMAX,1.1249825954437256,"108 1905256.375 109 1905256.375 110 1905256.375 111 1863098.250 112 1905256.375 113 1905256.375 114 1905256.375 115 1905256.375 116 1905256.375 117 1905256.375 118 1905256.375 119 1905256.375 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,ITBI,XGBoost,1.2750089168548584,"108 428535.906250 109 262062.921875 110 451474.437500 111 386075.812500 112 386395.875000 113 454811.250000 114 386468.000000 115 416657.875000 116 280296.437500 117 258326.453125 118 383188.656250 119 416657.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,IRRF,SARIMAX,0.9665677547454834,"108 238102.031250 109 255208.671875 110 528302.500000 111 528302.500000 112 528302.500000 113 527918.875000 114 357945.687500 115 527918.875000 116 528302.500000 117 527918.875000 118 686297.500000 119 686297.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do FPM,AR,1.0303144454956055,"108 3003147.75 109 5050049.50 110 2656940.25 111 3003147.75 112 3234984.25 113 3254698.25 114 5050049.50 115 2656940.25 116 2656939.50 117 2495079.50 118 3234984.25 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,AR,1.7243683338165283,"108 2497913.25 109 2307775.75 110 2311547.00 111 2306177.50 112 2450141.00 113 2287633.25 114 2306177.50 115 2277809.00 116 2277784.75 117 2458693.25 118 2259215.00 119 2461921.00 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,AR,1.9755690097808838,"108 2.034258e+06 109 5.977613e+05 110 8.959178e+05 111 1.189266e+06 112 8.350860e+05 113 2.668299e+05 114 1.776820e+05 115 1.167721e+05 116 1.167721e+05 117 1.245788e+05 118 7.653289e+04 119 2.033863e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ITR,XGBoost,1.3091425895690918,"76 72.858253 77 211.048874 78 2268.837402 79 608.244812 80 685.726074 81 608.244812 82 608.244812 83 608.244812 84 436.114380 85 393.863892 86 204.474548 87 328.511139 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Transferencias LC 61_1989,SES,0.9300515651702881,"108 21868.822266 109 20153.890625 110 20116.226562 111 22525.449219 112 21423.423828 113 23058.851562 114 23341.812500 115 21510.132812 116 21479.779297 117 18465.013672 118 20116.619141 119 24753.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,IPTU,AR,2.1714954376220703,"107 8.210311e+05 108 7.639193e+05 109 2.317615e+06 110 2.194975e+06 111 9.132841e+05 112 7.734873e+05 113 1.461599e+06 114 8.210311e+05 115 7.639193e+05 116 7.660000e+05 117 7.261535e+05 118 5.157865e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,ISS,SARIMAX,1.7603812217712402,"108 1.006701e+06 109 9.253815e+05 110 9.247581e+05 111 9.253815e+05 112 9.253815e+05 113 9.253815e+05 114 9.247581e+05 115 9.244439e+05 116 1.006701e+06 117 9.247581e+05 118 1.007198e+06 119 1.007198e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,ITBI,SES,1.1089885234832764,"108 343713.40625 109 398943.84375 110 344276.59375 111 395889.28125 112 351297.37500 113 350143.62500 114 430168.09375 115 391829.31250 116 403971.90625 117 424454.25000 118 400199.62500 119 399261.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,IRRF,XGBoost,1.5731279850006104,"108 7.384981e+05 109 5.821966e+05 110 7.796037e+05 111 7.796037e+05 112 5.089666e+05 113 1.414746e+06 114 7.209734e+05 115 7.209541e+05 116 7.384981e+05 117 7.209541e+05 118 7.384981e+05 119 1.414640e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do FPM,HWES,1.171266794204712,"108 4294265.0 109 6309547.5 110 4672463.0 111 4675061.0 112 5405979.0 113 4992567.0 114 5405979.5 115 4672463.0 116 4672463.0 117 3185306.0 118 5405979.0 119 6309547.5 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,SES,1.8042116165161133,"108 3089159.00 109 2991049.50 110 3171516.75 111 3101540.50 112 3229971.25 113 3091283.25 114 3087965.00 115 3165875.50 116 3166455.25 117 3145089.00 118 3140482.50 119 3140482.50 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,AR,1.9222750663757324,"108 2.377131e+06 109 1.011586e+06 110 1.016550e+06 111 1.697690e+06 112 1.690541e+06 113 6.737994e+05 114 6.900744e+05 115 3.665502e+05 116 2.068998e+05 117 1.032339e+05 118 1.032339e+05 119 2.899681e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do ITR,HWES,2.0105128288269043,"89 304894.500000 90 682752.750000 91 108366.117188 92 105664.445312 93 107984.437500 94 107984.437500 95 111111.445312 96 103186.867188 97 213578.609375 98 68646.304688 99 144456.562500 100 153621.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Transferencias LC 61_1989,HWES,0.9262542724609375,"72 33865.582031 73 34388.648438 74 32985.949219 75 33826.375000 76 33936.726562 77 34233.109375 78 31220.546875 79 33853.777344 80 33806.109375 81 38060.640625 82 33617.226562 83 36862.667969 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,IPTU,HWES,1.8821852207183838,"86 23253.818359 87 17873.626953 88 17847.511719 89 68739.523438 90 68778.812500 91 68831.789062 92 68778.812500 93 68789.101562 94 68705.898438 95 68706.906250 96 68777.875000 97 68811.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,ISS,XGBoost,1.819528579711914,"108 24173.126953 109 24935.929688 110 24913.406250 111 24719.308594 112 24921.216797 113 25350.375000 114 21464.833984 115 21464.833984 116 25350.398438 117 21464.953125 118 21464.953125 119 21464.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,ITBI,SARIMAX,3.3018877506256104,"84 2053.603516 85 3848.077148 86 6767.761230 87 2154.212402 88 6307.858398 89 2722.658691 90 11588.061523 91 6041.813477 92 4450.283691 93 4281.471680 94 12222.963867 95 6565.654785 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,IRRF,MLP,2.6193935871124268,"98 75133.644107 99 65850.688432 100 69911.840421 101 72965.388652 102 74379.709005 103 77261.314320 104 76504.910422 105 79511.789045 106 81800.729937 107 85790.929644 108 86038.683389 109 94445.168695 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do FPM,HWES,1.1141490936279297,"108 1.298756e+06 109 1.893769e+06 110 1.106556e+06 111 1.167861e+06 112 1.298756e+06 113 1.278003e+06 114 1.298756e+06 115 1.106556e+06 116 1.108464e+06 117 9.681428e+05 118 1.298756e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,HWES,1.4172353744506836,"108 323625.46875 109 310323.06250 110 310447.34375 111 321221.84375 112 332808.37500 113 328903.90625 114 326775.37500 115 331194.84375 116 331194.84375 117 337407.31250 118 333322.18750 119 337407.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,HWES,1.7578532695770264,"106 34734.914062 107 18398.216797 108 34813.738281 109 38363.015625 110 34805.527344 111 22223.224609 112 11735.581055 113 4629.297852 114 4616.355957 115 12108.435547 116 4339.149414 117 53439.855469 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do ITR,XGBoost,2.051006317138672,"79 276.710480 80 179.904678 81 179.904678 82 223.476395 83 336.636292 84 2785.931885 85 1355.607544 86 1847.750244 87 412.770264 88 241.056198 89 167.235260 90 42.695591 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Transferencias LC 61_1989,XGBoost,1.4972331523895264,"60 2505.841553 61 2645.527588 62 2529.209961 63 2505.841553 64 3209.489746 65 3209.489746 66 3209.627441 67 3209.489746 68 2186.538330 69 2506.097412 70 3209.489746 71 2179.076660 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,XGBoost,1.6777698993682861,"100 20182.121094 101 17112.103516 102 20182.125000 103 17120.320312 104 17190.148438 105 69354.343750 106 69337.828125 107 70312.585938 108 70332.031250 109 69107.679688 110 69106.789062 111 69107.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,MLP,1.4829752445220947,"108 2581.630772 109 2204.170774 110 3255.993067 111 3538.366168 112 1855.465416 113 2352.272753 114 1938.696130 115 1637.317330 116 1420.271863 117 3965.778357 118 1616.880576 119 3069.758706 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,XGBoost,1.3209283351898193,"106 39791.257812 107 39197.875000 108 41463.421875 109 41273.996094 110 40498.785156 111 41274.816406 112 40618.078125 113 41371.750000 114 39523.535156 115 39086.675781 116 39080.628906 117 41273.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,IRRF,SARIMAX,0.93898606300354,"71 83066.984375 72 56167.597656 73 56167.597656 74 83066.984375 75 83066.984375 76 83066.984375 77 83066.984375 78 83066.984375 79 83066.984375 80 83066.984375 81 83066.984375 82 83066.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do FPM,HWES,1.2278022766113281,"108 1298761.750 109 1893798.500 110 1107426.375 111 1167705.250 112 1298791.625 113 1277808.375 114 1298791.625 115 1107426.375 116 1107411.000 117 967818.375 118 1298791.625 119 1893798.500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,HWES,1.0519261360168457,"108 507288.03125 109 420883.25000 110 505676.56250 111 522740.21875 112 526140.81250 113 506099.90625 114 523483.68750 115 522663.31250 116 522663.31250 117 517918.84375 118 506099.90625 119 517918.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,HWES,1.7690644264221191,"108 48721.109375 109 24096.107422 110 49052.332031 111 48721.000000 112 26003.455078 113 15931.668945 114 10060.933594 115 10013.233398 116 3115.491211 117 2995.310791 118 2989.137451 119 50000.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ITR,SES,1.5005347728729248,"87 6642.286133 88 204.155640 89 6643.827637 90 227.761337 91 6608.330078 92 204.155640 93 220.664917 94 227.761337 95 9284.722656 96 9348.096680 97 227.761337 98 216.458054 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Transferencias LC 61_1989,XGBoost,1.2077226638793945,"60 3662.736084 61 3844.468750 62 3719.268799 63 3662.706299 64 2584.172119 65 2584.172119 66 2584.282471 67 2584.172119 68 3407.831055 69 3662.736084 70 2584.172119 71 2584.282471 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,IPTU,SARIMAX,2.7945117950439453,"67 5622.358398 68 25193.289062 69 25137.693359 70 25193.289062 71 5622.647461 72 5566.724609 73 5546.270508 74 188126.140625 75 17327.265625 76 17327.265625 77 16214.043945 78 17326.943359 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,ISS,XGBoost,2.0617213249206543,"84 52462.937500 85 52402.792969 86 52552.433594 87 52552.433594 88 52552.433594 89 52552.433594 90 52552.433594 91 52552.433594 92 52552.433594 93 52780.761719 94 52552.433594 95 52552.433594 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,ITBI,MLP,3.1776671409606934,"83 45155.000927 84 49976.350965 85 53518.154652 86 56589.380587 87 61780.693307 88 68195.524299 89 76376.620511 90 82068.718897 91 83442.375578 92 85715.368449 93 91818.884434 94 97867.229159 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,IRRF,SARIMAX,1.8947620391845703,"83 74671.59375 84 74671.59375 85 74671.59375 86 74671.59375 87 74671.59375 88 74671.59375 89 74671.59375 90 74671.59375 91 74671.59375 92 74671.59375 93 74671.59375 94 72942.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do FPM,AR,1.083195447921753,"84 1.219590e+06 85 1.893769e+06 86 1.148927e+06 87 1.157904e+06 88 1.200293e+06 89 1.245775e+06 90 1.144375e+06 91 1.148927e+06 92 1.148940e+06 93 9.418469e+05 94 1.200293e+06 95 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,SARIMAX,0.9197134971618652,"84 806531.6875 85 796306.8750 86 792182.1250 87 814180.0625 88 807503.6875 89 815862.2500 90 815862.2500 91 815862.2500 92 814180.0625 93 815747.1875 94 807719.1250 95 811657.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,MLP,1.7467107772827148,"84 272021.791177 85 82089.897752 86 80096.831513 87 132548.045770 88 222243.591568 89 -39922.645918 90 23721.934671 91 33605.999015 92 61324.491110 93 25512.411633 94 30046.176636 95 181730.244822 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ITR,XGBoost,1.643641710281372,"78 520.587524 79 542.090576 80 763.778442 81 523.667480 82 520.587524 83 534.606079 84 542.090576 85 1044.556030 86 1197.709229 87 848.304199 88 1083.984253 89 888.453613 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Transferencias LC 61_1989,XGBoost,1.1659085750579834,"60 4701.325195 61 4683.865234 62 4128.488770 63 4714.541504 64 4668.317383 65 4668.317383 66 4745.211426 67 4709.776855 68 4745.211426 69 4709.776855 70 4668.317383 71 4745.211426 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,MLP,2.22796368598938,"98 4687.736641 99 5469.472484 100 5868.487400 101 6795.250450 102 7252.730610 103 14421.603641 104 55909.858167 105 10868.021670 106 10402.977905 107 9256.999493 108 10370.466663 109 10806.427698 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,MLP,2.947343349456787,"108 2668.944636 109 1854.636068 110 1823.183527 111 1907.606744 112 2221.210550 113 2377.999276 114 1211.365284 115 1732.576612 116 2476.140234 117 2070.558538 118 2428.130523 119 2695.404694 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,2.585916042327881,"98 4277.253906 99 62163.238281 100 4844.073730 101 4844.073730 102 4392.973633 103 8195.632812 104 8558.798828 105 8195.632812 106 4583.224609 107 4673.816895 108 6267.819824 109 4625.145996 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,IRRF,XGBoost,1.6822943687438965,"108 106410.070312 109 106409.437500 110 106410.070312 111 106410.070312 112 106410.070312 113 106410.070312 114 106409.437500 115 106410.070312 116 105731.507812 117 106449.421875 118 106410.070312 119 106449.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do FPM,HWES,1.11116361618042,"108 1302998.625 109 1893893.125 110 1108559.500 111 1150374.625 112 1303144.750 113 1249748.250 114 1303144.750 115 1108559.500 116 1108559.500 117 966907.125 118 1303144.750 119 1893893.125 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,HWES,1.087256669998169,"108 415057.87500 109 347301.68750 110 401458.18750 111 409524.56250 112 409296.84375 113 398874.93750 114 409524.56250 115 409302.68750 116 409302.68750 117 409296.84375 118 409524.56250 119 409296.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,HWES,2.139813184738159,"106 34333.074219 107 35751.789062 108 35751.789062 109 34767.355469 110 34333.074219 111 35061.324219 112 8346.603516 113 8346.603516 114 8162.069336 115 7856.310059 116 7856.310059 117 34327.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ITR,XGBoost,1.5185165405273438,"88 241.988220 89 160.307419 90 143.458633 91 218.968216 92 144.950851 93 162.092484 94 241.778534 95 242.218979 96 215.129181 97 260.024933 98 864.912048 99 815.546387 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Transferencias LC 61_1989,XGBoost,1.9504077434539795,"60 2899.054199 61 3182.582031 62 3092.235352 63 2899.407959 64 2248.370117 65 2249.164307 66 2249.134033 67 2248.370117 68 2897.615723 69 2899.054199 70 2248.370117 71 2248.437988 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,AR,1.8561224937438965,"106 5664.413574 107 44382.382812 108 114636.804688 109 79158.343750 110 45369.531250 111 13701.677734 112 12073.173828 113 12073.173828 114 8762.367188 115 12073.173828 116 8323.416016 117 8323.416016 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,ISS,XGBoost,1.085625171661377,"108 110633.765625 109 110633.765625 110 110530.359375 111 110568.890625 112 110568.890625 113 110568.890625 114 110530.359375 115 110530.359375 116 110568.890625 117 110568.890625 118 110568.890625 119 110568.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,XGBoost,1.8331682682037354,"108 11660.992188 109 9760.855469 110 12187.310547 111 10774.669922 112 16945.615234 113 16945.615234 114 16592.888672 115 8097.975098 116 14416.378906 117 13972.432617 118 1226.044678 119 18496.535156 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,IRRF,SARIMAX,1.329118013381958,"108 116253.703125 109 80538.218750 110 80125.343750 111 80125.343750 112 80538.218750 113 80125.343750 114 82160.023438 115 80125.343750 116 82160.023438 117 82160.023438 118 82160.023438 119 80125.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do FPM,HWES,1.0428686141967773,"108 1.379012e+06 109 1.893772e+06 110 1.076570e+06 111 1.133379e+06 112 1.379147e+06 113 1.400489e+06 114 1.379147e+06 115 1.076570e+06 116 1.091020e+06 117 9.544754e+05 118 1.379147e+06 119 1.893772e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,HWES,1.0888397693634033,"108 694218.8750 109 630399.0625 110 637404.5625 111 695931.8750 112 696885.7500 113 687834.6875 114 687383.0625 115 695952.1250 116 695952.1250 117 695931.8750 118 697404.4375 119 685966.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,AR,1.6940560340881348,"108 115395.390625 109 50796.769531 110 50796.769531 111 138608.796875 112 110084.343750 113 40274.070312 114 40483.687500 115 10739.809570 116 5094.492676 117 12215.771484 118 8830.794922 119 97376.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ITR,XGBoost,1.2970309257507324,"94 285.171112 95 385.918213 96 376.214142 97 351.621307 98 376.214142 99 398.598969 100 1261.098999 101 2881.364014 102 277.555298 103 286.894806 104 62.735523 105 25.926228 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Transferencias LC 61_1989,HWES,1.2905299663543701,"108 5231.692871 109 5920.449707 110 5504.472168 111 5235.424805 112 5089.831055 113 5180.848145 114 5423.039551 115 5720.260742 116 5270.271973 117 5140.057617 118 6524.897461 119 5632.494141 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,IPTU,MLP,2.81113600730896,"99 38193.554905 100 46932.202624 101 65774.593393 102 80303.458420 103 111105.328483 104 231090.208545 105 148626.087427 106 182634.887061 107 234438.740541 108 302638.177487 109 389259.056419 110 505003.909060 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,ISS,SARIMAX,1.3442628383636475,"108 50786.355469 109 50525.015625 110 50832.613281 111 50786.355469 112 50948.839844 113 50780.492188 114 50948.839844 115 50780.492188 116 50780.492188 117 50786.355469 118 51178.839844 119 49017.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,ITBI,AR,1.544151782989502,"107 46656.503906 108 33041.011719 109 28343.279297 110 27747.634766 111 30126.474609 112 31077.855469 113 19281.808594 114 27218.703125 115 29577.769531 116 37898.578125 117 31966.691406 118 28019.738281 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,IRRF,SARIMAX,3.4407155513763428,"108 159086.640625 109 159086.640625 110 159086.640625 111 159086.640625 112 159086.640625 113 159086.640625 114 159086.640625 115 159086.640625 116 159086.640625 117 159086.640625 118 159086.640625 119 159086.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do FPM,HWES,1.0237393379211426,"108 1.281823e+06 109 1.893793e+06 110 1.117172e+06 111 1.140416e+06 112 1.281847e+06 113 1.285348e+06 114 1.281847e+06 115 1.117172e+06 116 1.117177e+06 117 9.511489e+05 118 1.281847e+06 119 1.893793e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,HWES,1.157759666442871,"108 1181063.125 109 1152024.625 110 1092226.375 111 1217756.875 112 1177029.375 113 1120897.250 114 1217756.875 115 1176309.750 116 1176309.750 117 1173982.250 118 1120897.250 119 1173983.500 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,SARIMAX,1.5172042846679688,"107 163962.843750 108 43484.464844 109 157698.609375 110 157677.000000 111 110499.281250 112 24910.417969 113 38775.933594 114 24998.546875 115 21950.267578 116 17885.376953 117 20241.599609 118 119627.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do ITR,HWES,3.5830445289611816,"102 2000.079102 103 2217.007080 104 1064.898926 105 1904.141724 106 1942.718994 107 1944.385376 108 1944.385376 109 1942.718994 110 41703.183594 111 126526.640625 112 1942.718994 113 2242.031494 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Transferencias LC 61_1989,XGBoost,0.9605333805084229,"60 8726.164062 61 8646.884766 62 9395.376953 63 8726.155273 64 8784.688477 65 8794.187500 66 8782.204102 67 8732.416992 68 8782.101562 69 8724.897461 70 8732.416992 71 8782.204102 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,IPTU,HWES,1.9328701496124268,"108 13193.887695 109 4544.896484 110 16552.416016 111 48280.769531 112 69158.890625 113 44917.835938 114 44778.941406 115 43950.496094 116 45580.917969 117 41295.304688 118 46574.023438 119 40104.558594 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,ISS,MLP,1.7705256938934326,"108 31192.875721 109 31459.959305 110 32841.660386 111 32804.530126 112 29662.560860 113 29988.240891 114 29916.377938 115 33479.211226 116 28832.349586 117 31176.889953 118 30038.092987 119 31028.034382 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,ITBI,SES,1.3986294269561768,"105 28382.746094 106 29070.742188 107 21570.388672 108 22012.947266 109 17071.500000 110 17042.378906 111 21581.656250 112 28534.554688 113 21622.064453 114 28563.082031 115 21222.095703 116 21622.050781 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,IRRF,SARIMAX,1.0637714862823486,"108 107423.992188 109 105903.875000 110 205972.156250 111 105903.875000 112 107426.328125 113 105903.875000 114 106996.015625 115 107380.015625 116 105903.875000 117 107380.015625 118 106279.656250 119 203218.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do FPM,HWES,1.207268476486206,"108 1.228745e+06 109 1.893780e+06 110 1.048017e+06 111 1.142532e+06 112 1.229297e+06 113 1.245069e+06 114 1.229297e+06 115 1.048017e+06 116 1.046618e+06 117 9.287041e+05 118 1.229297e+06 119 1.893780e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,AR,1.0388386249542236,"108 1154423.875 109 1137115.500 110 1134596.875 111 1204553.125 112 1120896.875 113 1133467.125 114 1205624.750 115 1207775.375 116 1168538.875 117 1158119.125 118 1093111.000 119 1158119.125 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,SARIMAX,1.696183204650879,"108 136458.484375 109 46537.019531 110 48220.378906 111 156727.421875 112 55909.628906 113 14817.844727 114 22225.699219 115 7070.357422 116 22225.699219 117 7070.357422 118 2826.644287 119 150310.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ITR,XGBoost,2.095541477203369,"95 10993.855469 96 13222.280273 97 31941.677734 98 34412.984375 99 55032.097656 100 55001.085938 101 54805.933594 102 54863.648438 103 70769.945312 104 70769.578125 105 54986.875000 106 70946.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Transferencias LC 61_1989,HWES,1.8474531173706055,"96 13445.851562 97 10750.162109 98 10176.960938 99 11175.674805 100 11802.957031 101 11275.617188 102 11275.617188 103 11196.153320 104 11120.155273 105 10239.553711 106 10513.645508 107 11160.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,IPTU,MLP,2.114163637161255,"108 1.006181e+08 109 1.151672e+07 110 1.019960e+07 111 1.220711e+07 112 1.263214e+07 113 1.351148e+07 114 1.465818e+07 115 1.005057e+07 116 7.982783e+06 117 6.938134e+06 118 7.133797e+06 119 4.491739e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,2.3313047885894775,"108 2.601893e+07 109 2.408629e+07 110 2.500061e+07 111 2.612875e+07 112 2.714243e+07 113 2.655345e+07 114 2.722944e+07 115 2.780805e+07 116 2.892735e+07 117 2.755006e+07 118 2.780729e+07 119 2.972568e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,ITBI,HWES,1.4250147342681885,"108 6572446.0 109 4608790.0 110 6649156.5 111 6416400.5 112 6416400.5 113 6586205.5 114 6572446.0 115 6586205.5 116 6314287.0 117 6586857.0 118 6361693.5 119 6586205.5 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,IRRF,AR,2.0800013542175293,"108 6287355.5 109 10879073.0 110 12372452.0 111 12686383.0 112 12686383.0 113 12686383.0 114 11566483.0 115 11649006.0 116 15062360.0 117 12686383.0 118 10942657.0 119 28761494.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do FPM,HWES,1.1583008766174316,"108 13262830.0 109 16457504.0 110 9572886.0 111 11145261.0 112 13262830.0 113 11814638.0 114 13262830.0 115 9573272.0 116 9573273.0 117 9572886.0 118 13262830.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,AR,0.9333736896514893,"108 41538944.0 109 35159180.0 110 36675072.0 111 40120964.0 112 48047336.0 113 39633616.0 114 40191908.0 115 40293388.0 116 40238480.0 117 47882052.0 118 41739208.0 119 48316428.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,AR,1.6985275745391846,"108 2.591856e+07 109 9.116990e+06 110 8.865195e+06 111 2.302886e+07 112 2.123117e+07 113 6.594252e+06 114 4.781037e+06 115 2.965534e+06 116 2.105953e+06 117 1.935044e+06 118 1.301595e+06 119 2.342408e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Transferencias LC 61_1989,AR,1.3264696598052979,"60 352919.93750 61 345309.93750 62 382742.25000 63 406618.06250 64 382006.28125 65 407864.06250 66 407728.87500 67 381977.87500 68 406646.59375 69 248506.43750 70 380207.59375 71 487308.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,IPTU,AR,1.8051869869232178,"107 1842318.00 108 8321321.00 109 6101687.50 110 1404824.25 111 2052309.00 112 2006309.00 113 2052292.00 114 2052309.00 115 2006309.00 116 1404841.25 117 2114619.25 118 2052309.00 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,ISS,SES,1.6498990058898926,"108 4387658.00 109 4096462.25 110 4099037.25 111 4383201.00 112 4099036.75 113 4387649.00 114 4378488.00 115 4387649.00 116 3978899.25 117 4387649.00 118 4376524.50 119 4013569.75 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,ITBI,XGBoost,1.061000108718872,"108 9.859441e+05 109 9.813126e+05 110 1.061211e+06 111 9.835669e+05 112 1.061101e+06 113 1.059252e+06 114 9.777548e+05 115 1.054240e+06 116 1.059545e+06 117 9.859441e+05 118 1.059943e+06 119 1.051686e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,IRRF,SARIMAX,1.1432924270629883,"108 1.718476e+06 109 9.817182e+05 110 1.718476e+06 111 1.718476e+06 112 1.718476e+06 113 1.718476e+06 114 1.718476e+06 115 1.718476e+06 116 9.847675e+05 117 1.718476e+06 118 1.718476e+06 119 1.718476e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do FPM,HWES,1.8468308448791504,"108 5240301.5 109 7575074.5 110 4322989.5 111 4873939.5 112 5240301.5 113 5329331.0 114 5483010.5 115 4322989.5 116 4323027.5 117 3977841.0 118 5240301.5 119 7575074.5 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,AR,1.2161996364593506,"108 4258698.50 109 3975448.25 110 4031558.75 111 4315063.00 112 4270473.00 113 4201106.00 114 4266078.00 115 4309054.50 116 4297994.50 117 4657889.50 118 4299269.50 119 4682114.00 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,AR,2.012713670730591,"108 2.895120e+06 109 1.286618e+06 110 1.340141e+06 111 2.750058e+06 112 1.551941e+06 113 9.106729e+05 114 7.973959e+05 115 4.069751e+05 116 3.338057e+05 117 1.924194e+05 118 1.835712e+05 119 2.689214e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ITR,SARIMAX,2.057255744934082,"84 219.171188 85 1659.941528 86 420.489777 87 457.304047 88 457.304047 89 1659.941528 90 589.895935 91 433.270508 92 -731.149597 93 1698.404053 94 1368.741333 95 102.235519 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Transferencias LC 61_1989,HWES,0.8906900882720947,"84 39516.351562 85 34235.730469 86 41097.371094 87 42000.054688 88 41131.472656 89 40957.183594 90 41000.414062 91 41131.515625 92 41999.417969 93 33366.335938 94 41097.371094 95 43702.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,IPTU,AR,1.8957412242889404,"108 822282.125000 109 204671.843750 110 207569.437500 111 164786.609375 112 164995.812500 113 164995.687500 114 165985.328125 115 165985.328125 116 175730.203125 117 144906.531250 118 165672.453125 119 165682.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,ISS,SARIMAX,0.9678587913513184,"108 631720.8125 109 690046.9375 110 667712.8125 111 638802.5000 112 631720.8125 113 664390.6875 114 683436.1875 115 683438.5625 116 599576.6250 117 690046.8125 118 638802.5000 119 638803.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,ITBI,XGBoost,1.1180734634399414,"108 57296.917969 109 56065.921875 110 54974.613281 111 199242.921875 112 373339.000000 113 379613.000000 114 197134.796875 115 63174.031250 116 53299.679688 117 67435.906250 118 436607.750000 119 323549.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,IRRF,SARIMAX,1.2706992626190186,"108 5.401073e+05 109 5.334645e+05 110 1.231084e+06 111 1.231084e+06 112 1.231078e+06 113 1.231084e+06 114 1.231084e+06 115 1.231084e+06 116 1.231084e+06 117 1.231084e+06 118 1.231084e+06 119 1.231084e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do FPM,HWES,1.5566179752349854,"108 3275657.00 109 5050052.00 110 2794386.50 111 3046466.50 112 3277105.50 113 3319851.25 114 3277105.50 115 2794386.50 116 2790653.25 117 2475408.00 118 3277105.50 119 5050052.00 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,HWES,0.9422256946563721,"108 2551628.50 109 2554692.75 110 2730328.75 111 3523519.75 112 2799537.50 113 2650281.75 114 2507636.75 115 2792786.50 116 3523315.00 117 2765592.00 118 2551623.25 119 2765260.50 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,AR,1.616776466369629,"108 739300.750000 109 254120.468750 110 526448.375000 111 664807.000000 112 701781.250000 113 323498.156250 114 234848.328125 115 153402.453125 116 121905.156250 117 92921.585938 118 79755.375000 119 617056.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ITR,MLP,4.238404035568237,"108 3.436923e+04 109 5.494753e+03 110 3.356352e+03 111 5.220806e+03 112 8.251814e+03 113 6.220470e+03 114 5.411098e+03 115 8.317772e+03 116 1.774685e+05 117 1.014453e+06 118 9.081904e+04 119 7.821728e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Transferencias LC 61_1989,HWES,1.5021560192108154,"108 27413.894531 109 30442.630859 110 29802.669922 111 26800.373047 112 31290.273438 113 30973.574219 114 31371.640625 115 31328.748047 116 31230.361328 117 26779.037109 118 30076.392578 119 30615.251953 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,IPTU,Prophet,2.295590400695801,"87 49102.472656 88 49207.343750 89 253406.218750 90 566827.187500 91 346645.843750 92 775717.750000 93 344470.843750 94 344394.156250 95 344470.843750 96 344537.937500 97 346548.937500 98 344766.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,ISS,SARIMAX,0.9735119342803955,"108 57536.375000 109 55290.886719 110 52621.140625 111 57536.375000 112 52621.140625 113 53759.355469 114 53607.074219 115 55377.917969 116 55377.917969 117 55635.250000 118 60377.480469 119 60377.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,ITBI,SES,1.5438320636749268,"108 57140.257812 109 53399.761719 110 51083.859375 111 44123.136719 112 53431.863281 113 31827.097656 114 63587.531250 115 37116.660156 116 64893.359375 117 50179.558594 118 64893.359375 119 45535.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,IRRF,MLP,2.8292136192321777,"107 59528.622128 108 60386.558333 109 62567.568244 110 61062.832024 111 60025.482962 112 59522.678671 113 59816.126814 114 60069.288628 115 58904.719633 116 59629.207164 117 59821.199554 118 78887.241832 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do FPM,HWES,1.2255587577819824,"108 1.242236e+06 109 1.893907e+06 110 1.131449e+06 111 1.159332e+06 112 1.236644e+06 113 1.260817e+06 114 1.236644e+06 115 1.131449e+06 116 1.133760e+06 117 9.663277e+05 118 1.236644e+06 119 1.893907e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,HWES,1.0018846988677979,"108 1.083790e+06 109 9.317636e+05 110 9.493740e+05 111 1.000348e+06 112 1.105254e+06 113 1.082169e+06 114 1.086942e+06 115 1.040745e+06 116 1.040745e+06 117 1.100704e+06 118 1.083951e+06 119 1.066306e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,SARIMAX,1.9849059581756592,"108 297145.750000 109 175148.515625 110 138263.500000 111 183246.000000 112 138229.265625 113 45624.578125 114 21861.990234 115 45624.578125 116 30729.373047 117 22206.716797 118 22204.636719 119 296906.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ITR,MLP,2.4614853858947754,"105 18305.874075 106 22694.290719 107 28312.129659 108 35587.541587 109 45359.997126 110 55718.112336 111 69981.249205 112 88780.904965 113 128321.487026 114 243092.049633 115 160906.040157 116 203410.558607 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Transferencias LC 61_1989,XGBoost,1.0610928535461426,"60 8665.719727 61 8981.616211 62 8743.844727 63 8657.978516 64 8687.963867 65 8687.963867 66 8697.058594 67 8687.963867 68 8697.024414 69 8650.428711 70 8687.963867 71 8697.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,IPTU,HWES,1.7526214122772217,"97 2069.359863 98 1339.944946 99 230912.484375 100 28662.880859 101 24904.656250 102 2196.131348 103 4046.699951 104 2198.391113 105 2196.472168 106 26834.476562 107 2201.669922 108 23452.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,ISS,XGBoost,3.0619232654571533,"104 33447.695312 105 36010.464844 106 33447.695312 107 35863.351562 108 35815.656250 109 40271.171875 110 37450.449219 111 40271.171875 112 37450.449219 113 37450.449219 114 39818.406250 115 37754.933594 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,ITBI,MLP,1.4246888160705566,"92 16524.122293 93 16193.886545 94 13592.532024 95 11230.842210 96 11098.792214 97 11102.057659 98 9811.001376 99 9441.854077 100 8976.065480 101 9433.708632 102 10598.960723 103 11297.787861 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,IRRF,Prophet,1.7055535316467285,"104 28509.958984 105 27022.443359 106 28417.064453 107 26960.707031 108 26960.707031 109 59618.488281 110 28378.750000 111 28378.750000 112 26960.707031 113 28521.496094 114 28429.824219 115 59669.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do FPM,HWES,1.1711766719818115,"104 1212609.375 105 2257007.500 106 1082967.625 107 1169509.500 108 1220259.250 109 1269352.500 110 1221681.375 111 1082967.625 112 1083005.000 113 905680.500 114 1220259.250 115 2257007.500 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,XGBoost,0.9700605869293213,"104 366543.90625 105 427792.96875 106 373569.43750 107 374368.71875 108 441335.43750 109 370931.43750 110 393587.18750 111 406185.59375 112 403730.43750 113 380838.09375 114 359864.25000 115 370426.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,SARIMAX,2.5677263736724854,"104 85161.367188 105 49207.355469 106 55407.460938 107 74628.226562 108 49209.507812 109 29729.822266 110 7493.079102 111 7877.418457 112 7877.418457 113 8223.371094 114 8223.371094 115 84945.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ITR,XGBoost,1.4481925964355469,"91 140.900665 92 153.978622 93 222.617630 94 109.844276 95 140.087250 96 121.069435 97 272.386078 98 182.099091 99 131.632385 100 2118.424072 101 230.247543 102 230.247543 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Transferencias LC 61_1989,AR,1.1914880275726318,"104 4792.727051 105 4723.187988 106 4786.554199 107 4925.913086 108 4686.012207 109 5141.242676 110 4885.167480 111 4769.757812 112 5085.539062 113 4986.410645 114 4829.446777 115 4830.453613 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,IPTU,HWES,2.2705910205841064,"99 9783.632812 100 5811.250977 101 44680.328125 102 251298.796875 103 44854.996094 104 44819.089844 105 44758.242188 106 39769.785156 107 15697.665039 108 19070.675781 109 39769.785156 110 9486.580078 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,ISS,XGBoost,0.9461767673492432,"108 49619.953125 109 56789.617188 110 52118.792969 111 52002.800781 112 51868.343750 113 51901.222656 114 51901.222656 115 64517.785156 116 50013.265625 117 55441.070312 118 57529.210938 119 52341.613281 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,ITBI,XGBoost,1.4957234859466553,"108 168087.859375 109 168568.281250 110 166827.406250 111 166558.203125 112 168087.859375 113 168095.921875 114 167437.000000 115 167300.218750 116 168095.921875 117 163763.109375 118 168087.859375 119 163763.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,IRRF,MLP,2.5443990230560303,"106 49773.839118 107 63823.335829 108 65310.624019 109 66502.441216 110 67332.002750 111 69321.937828 112 71426.390552 113 73304.620729 114 75674.950979 115 78004.280400 116 79458.195974 117 96516.981308 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do FPM,HWES,1.7564527988433838,"108 1.298756e+06 109 1.893769e+06 110 1.106556e+06 111 1.167861e+06 112 1.298756e+06 113 1.278003e+06 114 1.298756e+06 115 1.106556e+06 116 1.108464e+06 117 9.681428e+05 118 1.298756e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,HWES,0.9232640266418457,"108 9.366699e+05 109 8.457932e+05 110 8.508061e+05 111 1.045281e+06 112 1.055303e+06 113 9.880327e+05 114 1.045281e+06 115 1.048007e+06 116 1.048007e+06 117 1.011252e+06 118 9.876934e+05 119 1.011252e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,AR,1.6054720878601074,"108 116706.843750 109 84857.312500 110 85898.171875 111 178737.906250 112 177397.578125 113 55462.828125 114 52684.343750 115 21982.986328 116 24170.548828 117 21982.986328 118 17097.144531 119 118617.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do ITR,MLP,2.48262357711792,"102 26425.237428 103 31753.149163 104 32863.350468 105 40500.132260 106 51697.953450 107 66735.627423 108 81751.290347 109 105523.407187 110 148292.291948 111 227300.776344 112 186949.980993 113 233500.169083 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Transferencias LC 61_1989,XGBoost,1.04795503616333,"60 7543.204590 61 8362.172852 62 7514.710449 63 7543.199707 64 5816.645508 65 5816.645508 66 5816.921387 67 5816.645508 68 7678.089355 69 7543.204590 70 5816.645508 71 5816.921387 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,IPTU,MLP,2.225588083267212,"106 16028.316408 107 25129.788235 108 26480.641590 109 26697.690847 110 27311.407322 111 30552.648248 112 37923.975665 113 44591.549857 114 84564.779298 115 151697.092103 116 44336.624745 117 59069.832979 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,ISS,MLP,3.0073587894439697,"108 17733.665540 109 19292.345042 110 16296.625578 111 16563.370706 112 16556.522027 113 19794.427088 114 16549.406041 115 16427.339450 116 16461.364622 117 16206.158522 118 16622.827334 119 20507.283832 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,ITBI,XGBoost,1.6030797958374023,"108 8092.937988 109 5276.053223 110 4139.627441 111 4549.324219 112 5082.077148 113 4036.034424 114 5541.127441 115 2896.639648 116 7428.300781 117 5652.583008 118 4273.578613 119 5645.678711 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,IRRF,AR,1.8175122737884521,"108 79089.375000 109 78216.601562 110 79089.375000 111 78216.601562 112 78216.601562 113 79089.375000 114 79089.375000 115 78216.601562 116 79089.375000 117 110133.281250 118 78216.601562 119 110133.281250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do FPM,MLP,1.2046654224395752,"108 1.266167e+06 109 1.138437e+06 110 1.180013e+06 111 1.173353e+06 112 1.403982e+06 113 1.264513e+06 114 1.307463e+06 115 1.252321e+06 116 1.192458e+06 117 1.805090e+06 118 9.745281e+05 119 1.648461e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,HWES,0.9952750205993652,"108 632591.1250 109 630383.5000 110 630452.2500 111 630452.2500 112 630383.5000 113 618384.5000 114 632591.1250 115 630383.5000 116 620505.9375 117 618348.8750 118 618384.5000 119 632591.1250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,MLP,1.7387049198150635,"108 26842.222127 109 27784.488072 110 33824.726471 111 34784.782738 112 41079.584332 113 46480.693904 114 64487.999542 115 77579.290356 116 72027.653565 117 64074.058171 118 195672.512602 119 143667.485759 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ITR,XGBoost,2.1961114406585693,"99 29.912214 100 29.059172 101 28.265110 102 33.771725 103 15.383781 104 1601.876709 105 10.192296 106 2.096665 107 5.011762 108 5.011762 109 1.930931 110 1.930931 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,IPTU,HWES,1.8814380168914795,"96 56967.421875 97 56885.429688 98 10744.051758 99 10505.289062 100 10838.119141 101 16400.666016 102 3412.969482 103 2998.201904 104 4014.362793 105 5222.187988 106 3517.176514 107 4140.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,1.0203311443328857,"96 66693.984375 97 66550.578125 98 117399.976562 99 66527.453125 100 119820.757812 101 66677.546875 102 119742.359375 103 66802.898438 104 66802.898438 105 117399.976562 106 119742.359375 107 119820.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,ITBI,AR,1.453341007232666,"82 2347.412109 83 4743.712402 84 2346.530029 85 1760.948242 86 2944.810547 87 2938.297607 88 2250.384521 89 4309.411133 90 2623.713867 91 2623.713867 92 2611.426514 93 2260.000977 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,IRRF,MLP,3.1369078159332275,"96 58683.362822 97 76379.794550 98 112677.035011 99 94623.547414 100 99731.541900 101 104066.502225 102 110951.924322 103 122124.470325 104 126963.364961 105 131862.501832 106 140757.475031 107 186872.859482 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do FPM,SARIMAX,1.0451996326446533,"96 1201353.000 97 1811506.375 98 1044983.625 99 1201353.000 100 1800446.375 101 1201353.000 102 1811506.375 103 1201353.000 104 1192539.375 105 1136127.125 106 1811509.125 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,SES,0.8981809616088867,"96 326105.65625 97 328237.84375 98 377153.09375 99 327644.81250 100 384776.62500 101 327626.87500 102 327626.87500 103 327904.87500 104 331673.34375 105 330494.50000 106 332157.40625 107 377135.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,MLP,3.1780266761779785,"96 156364.762517 97 68404.070824 98 95124.599389 99 147112.772252 100 141002.389951 101 65477.474933 102 53282.915314 103 44810.084950 104 35165.216805 105 36401.652982 106 33579.536803 107 193050.895950 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Transferencias LC 61_1989,XGBoost,1.1420223712921143,"84 3417.958984 85 3678.511963 86 3392.929199 87 3464.707275 88 3013.325195 89 4298.047852 90 3012.428467 91 3690.979004 92 2961.615723 93 3710.798828 94 2717.372803 95 2961.615723 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.895275354385376,"99 -824.343506 100 1286.592896 101 7643.514648 102 7777.317383 103 13767.431641 104 70470.921875 105 212112.859375 106 5894.872070 107 4638.912109 108 5825.498535 109 4772.799805 110 5009.300781 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,ISS,XGBoost,1.9623990058898926,"108 115557.312500 109 115946.757812 110 115345.054688 111 114601.453125 112 115345.054688 113 116316.414062 114 115701.070312 115 115345.054688 116 115345.054688 117 116320.210938 118 115701.078125 119 115345.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,ITBI,AR,2.076251268386841,"105 27929.992188 106 26538.212891 107 12323.261719 108 21016.007812 109 13658.458008 110 9827.635742 111 20538.958984 112 16215.676758 113 15227.531250 114 23480.855469 115 54571.519531 116 12192.868164 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,IRRF,XGBoost,1.0428705215454102,"108 3327.973877 109 41851.675781 110 71463.625000 111 52608.292969 112 52608.292969 113 109608.382812 114 109608.382812 115 71463.625000 116 71463.625000 117 39971.683594 118 109608.382812 119 109608.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do FPM,HWES,1.167396068572998,"108 1303346.375 109 1893772.125 110 1103123.000 111 1169856.375 112 1303361.375 113 1268918.250 114 1303361.375 115 1103123.000 116 1103773.750 117 968329.625 118 1303361.375 119 1893772.125 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,SES,1.5152933597564697,"108 686100.3750 109 685575.8750 110 669808.6250 111 739075.3125 112 732772.0000 113 727678.7500 114 739075.3125 115 732772.0000 116 738936.5000 117 733985.6250 118 727936.3125 119 718126.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,XGBoost,2.3973114490509033,"107 99056.609375 108 38293.847656 109 36490.226562 110 99056.609375 111 50565.097656 112 55208.074219 113 20143.076172 114 19150.802734 115 19150.802734 116 8282.923828 117 9640.518555 118 50564.464844 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do ITR,XGBoost,2.2704007625579834,"89 642.122559 90 -124.037781 91 1094.459106 92 -114.787872 93 66.145050 94 762.377869 95 795.233704 96 2133.679932 97 16437.107422 98 63332.843750 99 -2055.705811 100 91.062935 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,IPTU,AR,1.9779863357543945,"106 1.122574e+05 107 1.798726e+05 108 1.079128e+06 109 2.503107e+05 110 5.507795e+04 111 1.517413e+05 112 4.711542e+04 113 1.707781e+05 114 5.320150e+04 115 1.707781e+05 116 5.312559e+04 117 1.791569e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,ISS,MLP,0.9617173671722412,"108 182307.151967 109 168004.460210 110 180662.593958 111 165315.905497 112 175020.361159 113 171932.708204 114 171560.826320 115 169831.083273 116 168888.745892 117 166450.283568 118 168973.156599 119 176350.570170 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,ITBI,MLP,1.0671138763427734,"108 59696.316745 109 54249.607103 110 56098.908212 111 61027.736999 112 62192.250976 113 52275.111918 114 58689.170233 115 54300.458764 116 54002.103666 117 50901.668929 118 57433.077998 119 51631.677697 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,IRRF,XGBoost,1.6199336051940918,"107 187939.687500 108 187814.609375 109 187309.921875 110 186843.265625 111 187996.609375 112 187996.609375 113 187996.609375 114 187996.609375 115 187996.609375 116 187996.609375 117 187996.609375 118 187996.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do FPM,HWES,1.488022804260254,"108 1987680.000 109 3156281.000 110 1642907.250 111 1642907.625 112 2095099.750 113 2037173.250 114 2095099.750 115 1642907.250 116 1642907.250 117 1619076.125 118 2095099.750 119 3156633.500 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,AR,1.1349444389343262,"108 7.033060e+05 109 6.758628e+05 110 8.535291e+05 111 7.904753e+05 112 1.013558e+06 113 8.600404e+05 114 1.130307e+06 115 9.736459e+05 116 9.817398e+05 117 9.731706e+05 118 9.766927e+05 119 9.731706e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,SARIMAX,1.5708577632904053,"108 473253.000000 109 232323.406250 110 170339.375000 111 311432.218750 112 311432.218750 113 254441.140625 114 220701.078125 115 82469.320312 116 -3041.516357 117 -3041.516357 118 -3041.516357 119 203371.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ITR,XGBoost,1.911698818206787,"94 36.428226 95 12.077956 96 25.539436 97 7.424289 98 25.474335 99 14.272517 100 14.873865 101 33.284046 102 -44.561874 103 39.581715 104 288.846558 105 -31.116632 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Transferencias LC 61_1989,XGBoost,1.3644273281097412,"107 7482.616211 108 5948.817871 109 7534.785156 110 7653.362793 111 4724.011230 112 4657.045410 113 4611.879395 114 1896.398438 115 4576.078125 116 4564.954102 117 4497.472168 118 4597.239258 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,IPTU,Prophet,1.070152997970581,"105 23526.041016 106 30126.328125 107 30776.167969 108 41429.992188 109 364848.062500 110 383345.906250 111 64715.894531 112 59775.691406 113 63788.957031 114 61040.316406 115 60385.285156 116 99147.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,ISS,SARIMAX,2.2325875759124756,"108 27609.283203 109 28354.115234 110 29362.400391 111 40854.156250 112 40854.156250 113 28726.736328 114 27701.734375 115 29362.400391 116 29362.400391 117 41106.093750 118 27609.283203 119 36899.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,ITBI,MLP,3.205737590789795,"108 16419.727929 109 14298.774453 110 19156.014261 111 15245.142808 112 14409.978439 113 17210.772909 114 14982.384187 115 16029.422529 116 14966.507427 117 16290.256511 118 15053.060275 119 18141.827035 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,IRRF,XGBoost,1.7946324348449707,"108 73215.367188 109 73200.171875 110 73143.304688 111 74607.484375 112 73818.250000 113 74607.484375 114 74607.484375 115 74607.484375 116 74607.484375 117 73818.250000 118 74607.484375 119 75703.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do FPM,HWES,1.9965403079986572,"107 1702673.750 108 1631068.375 109 1669241.750 110 1483388.250 111 1484343.000 112 1484343.000 113 1484343.000 114 1450409.375 115 1465215.625 116 1451965.500 117 1484343.000 118 1603696.875 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,HWES,1.1448602676391602,"108 826040.0625 109 829555.5000 110 828124.6250 111 836242.3750 112 838109.3750 113 822858.1875 114 836242.3750 115 836242.4375 116 836242.4375 117 829915.3125 118 816688.1875 119 829915.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,AR,1.8103394508361816,"108 238543.156250 109 47456.933594 110 58128.562500 111 236415.406250 112 76865.382812 113 48008.738281 114 47357.199219 115 27487.386719 116 34754.250000 117 24087.277344 118 12520.638672 119 183392.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do ITR,XGBoost,2.5631818771362305,"99 35.797474 100 411.642517 101 32.835667 102 19.643879 103 26.492224 104 33.773041 105 34.983868 106 36.826561 107 1345.832642 108 67.030457 109 13.944330 110 26.733551 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,IPTU,HWES,1.2120206356048584,"105 36637.988281 106 110861.703125 107 663095.250000 108 76436.539062 109 60118.957031 110 81714.656250 111 75408.742188 112 81714.656250 113 46575.390625 114 48581.902344 115 51853.531250 116 48581.902344 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,ISS,XGBoost,1.1128535270690918,"108 238039.906250 109 240442.656250 110 242111.125000 111 238839.765625 112 238468.250000 113 240106.093750 114 238076.109375 115 242093.125000 116 238839.765625 117 240442.656250 118 242093.125000 119 241422.031250 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,ITBI,HWES,1.1445667743682861,"108 48966.933594 109 209637.171875 110 192954.562500 111 195177.843750 112 209163.140625 113 192747.125000 114 192004.859375 115 195640.781250 116 195177.843750 117 195177.843750 118 192534.546875 119 193699.343750 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,IRRF,XGBoost,1.032041072845459,"108 247596.218750 109 247594.640625 110 247587.734375 111 247594.640625 112 247594.640625 113 247594.640625 114 247594.640625 115 247594.640625 116 247587.734375 117 247587.734375 118 247596.218750 119 247596.218750 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do FPM,HWES,1.2608249187469482,"108 1204702.750 109 2221813.250 110 1186770.625 111 1223309.875 112 2218136.250 113 1223309.875 114 2221917.000 115 1191581.500 116 1191421.875 117 1186770.625 118 1054449.125 119 2221813.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,MLP,1.3141934871673584,"108 1.356149e+06 109 1.260725e+06 110 1.299470e+06 111 1.430886e+06 112 1.528496e+06 113 1.381367e+06 114 1.454775e+06 115 1.500082e+06 116 1.498827e+06 117 1.627092e+06 118 1.436768e+06 119 1.837420e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,AR,2.9825987815856934,"108 204513.218750 109 96867.937500 110 96867.937500 111 157305.015625 112 158118.500000 113 96871.781250 114 96523.078125 115 23212.640625 116 16932.033203 117 4586.001465 118 9666.578125 119 157305.015625 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ITR,MLP,2.9608724117279053,"108 89769.490896 109 41385.042930 110 65162.499523 111 19738.874253 112 19983.301705 113 24360.941625 114 25145.970060 115 26871.932081 116 152332.231666 117 932103.999620 118 189498.662916 119 137381.116806 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,IPTU,MLP,1.2858917713165283,"96 1.275423e+06 97 2.747226e+06 98 1.079661e+06 99 8.793048e+05 100 9.067935e+05 101 8.927992e+05 102 8.881864e+05 103 9.348536e+05 104 9.150261e+05 105 8.675860e+05 106 9.098833e+05 107 1.020246e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,ISS,HWES,1.038942813873291,"96 1489532.500 97 1475196.875 98 1489532.500 99 1489532.500 100 1489532.500 101 1489532.500 102 1489532.500 103 1489532.500 104 1489532.500 105 1489536.125 106 1489536.750 107 1489536.125 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,ITBI,XGBoost,1.0892856121063232,"96 6.387351e+05 97 7.237931e+05 98 7.384081e+05 99 4.851045e+05 100 4.901409e+05 101 6.678463e+05 102 1.262037e+06 103 6.253197e+05 104 1.222958e+06 105 6.607511e+05 106 4.847443e+05 107 4.706675e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,IRRF,MLP,3.070706367492676,"96 1.073143e+06 97 1.007028e+06 98 1.153401e+06 99 1.078406e+06 100 1.127245e+06 101 1.099796e+06 102 1.135954e+06 103 1.294452e+06 104 1.282731e+06 105 1.330991e+06 106 1.368966e+06 107 2.600493e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do FPM,SARIMAX,0.9041221141815186,"96 4957486.0 97 7849862.0 98 4840212.0 99 4957486.0 100 6687447.0 101 4957486.0 102 7849862.0 103 4957486.0 104 5000391.0 105 4990754.0 106 7850792.5 107 7849862.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,HWES,1.633491039276123,"96 5040309.5 97 6669152.0 98 6662208.5 99 6217279.0 100 6703763.0 101 6217279.0 102 6217279.0 103 6669152.0 104 5809245.5 105 5823306.0 106 5550993.0 107 6291769.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,MLP,2.131362199783325,"96 2.151352e+06 97 1.001601e+06 98 1.174446e+06 99 1.980999e+06 100 1.626294e+06 101 1.012451e+06 102 7.494351e+05 103 5.830986e+05 104 4.667406e+05 105 4.181655e+05 106 3.814723e+05 107 2.769747e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,IPTU,AR,1.4816334247589111,"103 2881.183838 104 2446.322266 105 26350.685547 106 12934.043945 107 4127.415527 108 4440.224609 109 4422.459473 110 3747.531250 111 2132.270020 112 2885.725098 113 2938.438477 114 2005.953003 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,ISS,MLP,0.8154823780059814,"108 42133.973629 109 39145.800021 110 53752.077975 111 53146.572560 112 42427.925317 113 41585.895223 114 42190.741440 115 54396.616544 116 39959.675607 117 39762.079826 118 41644.122558 119 48818.682050 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,ITBI,XGBoost,2.045104742050171,"106 1250.669678 107 13857.636719 108 51079.671875 109 59756.218750 110 49789.898438 111 53309.058594 112 59050.476562 113 54159.648438 114 61082.738281 115 33458.726562 116 23414.898438 117 25482.542969 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,IRRF,SARIMAX,1.2243967056274414,"108 35803.441406 109 23956.785156 110 162932.515625 111 18631.662109 112 19171.310547 113 13696.652344 114 4745.927734 115 1889.017334 116 1906.386353 117 3569.363037 118 3699.909424 119 4406.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do FPM,HWES,1.048675775527954,"107 1.258363e+06 108 1.893773e+06 109 1.019925e+06 110 1.153586e+06 111 1.258385e+06 112 1.249238e+06 113 1.258385e+06 114 1.019925e+06 115 1.019925e+06 116 9.595149e+05 117 1.258385e+06 118 1.893773e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,HWES,1.007227897644043,"108 847993.2500 109 773206.7500 110 810086.5625 111 882349.5625 112 885776.1875 113 848765.8750 114 881303.0625 115 882349.5625 116 882349.5625 117 883976.0000 118 882967.8125 119 883976.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,SARIMAX,1.844782829284668,"108 66184.492188 109 24774.185547 110 24774.773438 111 26068.722656 112 26068.562500 113 12739.131836 114 11150.879883 115 12738.265625 116 10079.685547 117 487.761230 118 4242.563477 119 24738.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do ITR,MLP,2.844521999359131,"71 73578.062255 72 86761.169120 73 84815.408618 74 98606.765813 75 116066.887429 76 138589.939155 77 153382.698171 78 178537.435353 79 241170.790077 80 498363.015674 81 239102.564738 82 278435.241953 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Transferencias LC 61_1989,HWES,2.4620471000671387,"108 6790.986328 109 6784.812012 110 6960.051758 111 6965.395020 112 6385.008301 113 7688.845703 114 7941.018555 115 7076.900879 116 7732.319336 117 7035.165527 118 7076.693359 119 7894.392090 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,IPTU,Prophet,1.6861770153045654,"95 32571.925781 96 21283.412109 97 19925.593750 98 34689.460938 99 73411.656250 100 474618.531250 101 51693.867188 102 51723.324219 103 39484.808594 104 30439.216797 105 27858.234375 106 35103.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,ISS,MLP,1.925621509552002,"108 39588.250661 109 31110.943654 110 35270.580108 111 33318.325436 112 36581.384522 113 34274.269825 114 31191.241185 115 32544.811925 116 33240.581117 117 33077.241785 118 33978.669583 119 33662.394008 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,ITBI,XGBoost,1.199714183807373,"108 31997.302734 109 32331.433594 110 53518.238281 111 30974.400391 112 31997.310547 113 31997.316406 114 53192.324219 115 31997.316406 116 30817.960938 117 30262.093750 118 30817.960938 119 30087.832031 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,IRRF,SARIMAX,1.0555014610290527,"108 83223.359375 109 83223.359375 110 83199.851562 111 83223.359375 112 83199.851562 113 83857.359375 114 83199.851562 115 83857.359375 116 83857.359375 117 83199.851562 118 83199.851562 119 160890.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do FPM,HWES,1.1998062133789062,"108 1.367694e+06 109 1.893658e+06 110 9.932228e+05 111 1.261310e+06 112 1.471799e+06 113 1.367583e+06 114 1.476686e+06 115 9.932228e+05 116 9.961565e+05 117 9.289533e+05 118 1.471799e+06 119 1.893658e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,HWES,1.1154742240905762,"108 788555.6875 109 708327.8750 110 787008.5625 111 924006.0000 112 930257.6875 113 813463.3750 114 951472.5000 115 948576.9375 116 948576.9375 117 948691.5625 118 817569.0625 119 948691.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,XGBoost,1.8608026504516602,"108 120575.507812 109 45716.730469 110 52703.546875 111 140014.843750 112 124601.531250 113 15501.705078 114 21629.689453 115 21816.699219 116 21996.546875 117 3971.531494 118 3527.289795 119 143008.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ITR,SARIMAX,2.35954213142395,"98 248.059967 99 2088.874268 100 513.720215 101 122.331856 102 45.243488 103 97.974808 104 245.687607 105 63485.917969 106 110602.125000 107 110602.125000 108 62901.886719 109 2398.422852 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Transferencias LC 61_1989,XGBoost,1.3381969928741455,"108 6430.270508 109 5461.880859 110 6361.245117 111 6197.568848 112 6037.075195 113 6037.075195 114 7038.488281 115 6054.704590 116 6963.080078 117 5645.143066 118 6054.704590 119 6698.363281 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,IPTU,SARIMAX,1.7811617851257324,"107 1466416.50 108 2301846.25 109 2722330.25 110 2627914.75 111 1807533.00 112 2784225.50 113 1835529.75 114 2784927.00 115 2784225.50 116 1806515.50 117 2784927.00 118 2624680.75 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,ISS,MLP,1.1561055183410645,"108 5.623640e+06 109 5.280217e+06 110 5.775553e+06 111 6.624849e+06 112 7.011214e+06 113 7.439677e+06 114 7.956759e+06 115 8.149928e+06 116 8.535969e+06 117 8.841945e+06 118 9.301916e+06 119 1.017280e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,ITBI,SES,1.1374268531799316,"107 338075.03125 108 745911.62500 109 358855.75000 110 434815.84375 111 753787.93750 112 353460.75000 113 353371.00000 114 345721.12500 115 338075.03125 116 350236.06250 117 350184.81250 118 446854.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,IRRF,Prophet,1.3295912742614746,"108 2765733.00 109 2754298.00 110 2754315.75 111 2960863.25 112 2754315.75 113 2754315.75 114 2754315.75 115 2754315.75 116 2754315.75 117 2754315.75 118 2754315.75 119 5240047.50 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do FPM,AR,2.821107864379883,"108 6073416.0 109 9468843.0 110 4965963.5 111 2618977.5 112 6005682.5 113 4324712.5 114 9468843.0 115 4965963.5 116 4965961.5 117 4693108.5 118 5992490.5 119 9468843.0 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,HWES,1.0943031311035156,"108 18142198.0 109 16091329.0 110 16091325.0 111 18159038.0 112 18412582.0 113 18142198.0 114 18159038.0 115 18159038.0 116 18167514.0 117 18412582.0 118 18159038.0 119 18412582.0 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,AR,1.6870708465576172,"108 2.080237e+06 109 1.293684e+06 110 1.589903e+06 111 2.363350e+06 112 2.538077e+06 113 1.269670e+06 114 9.015514e+05 115 5.105235e+05 116 3.724943e+05 117 4.309318e+05 118 2.073100e+05 119 1.682678e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do ITR,AR,2.0194993019104004,"108 18979.126953 109 27432.273438 110 27832.228516 111 24641.189453 112 24634.951172 113 24488.927734 114 23985.689453 115 26718.820312 116 18089.390625 117 21123.861328 118 18982.919922 119 18982.919922 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Transferencias LC 61_1989,XGBoost,1.0285038948059082,"60 146320.671875 61 122029.343750 62 130760.468750 63 170593.546875 64 153985.390625 65 161854.718750 66 161855.031250 67 153954.046875 68 170146.375000 69 146294.140625 70 154004.156250 71 146293.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,IPTU,SARIMAX,2.1686131954193115,"100 4942.635254 101 5920.259277 102 5924.665039 103 23517.603516 104 115282.007812 105 103773.609375 106 7110.171875 107 15318.586914 108 21456.791016 109 22635.001953 110 5783.694336 111 15736.440430 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,ISS,XGBoost,1.0054636001586914,"108 33618.453125 109 37192.632812 110 37046.964844 111 37046.964844 112 37192.632812 113 36870.660156 114 37192.632812 115 37192.632812 116 36870.660156 117 37192.632812 118 37192.632812 119 37192.632812 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,ITBI,HWES,1.6040174961090088,"107 -3264.972900 108 886.894165 109 -3019.456299 110 959.561096 111 -3555.050293 112 19784.267578 113 34812.566406 114 51821.125000 115 28283.322266 116 24221.271484 117 25663.417969 118 24723.589844 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,IRRF,MLP,2.675539493560791,"108 42414.198722 109 42312.130497 110 45294.555142 111 44233.176181 112 44994.192790 113 42718.007539 114 44246.873535 115 44831.752003 116 43399.824665 117 43212.843606 118 43764.034986 119 51118.933184 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do FPM,HWES,2.0996756553649902,"108 1.513965e+06 109 1.893769e+06 110 1.130571e+06 111 1.146668e+06 112 1.513965e+06 113 1.516277e+06 114 1.513965e+06 115 1.130571e+06 116 1.130571e+06 117 9.709511e+05 118 1.513965e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,HWES,1.1346683502197266,"108 1231962.375 109 1082617.750 110 1134531.250 111 1246926.875 112 1250975.750 113 1130436.500 114 1246926.875 115 1250975.750 116 1246926.875 117 1251171.125 118 1231968.625 119 1249245.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,SES,1.7907297611236572,"108 104016.500000 109 58873.921875 110 57418.628906 111 102110.593750 112 102328.218750 113 36439.277344 114 56923.273438 115 28344.607422 116 28549.523438 117 11423.330078 118 11096.801758 119 131163.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do ITR,MLP,2.007202625274658,"100 1.462323e+05 101 1.460776e+05 102 1.714561e+05 103 2.101002e+05 104 2.380259e+05 105 2.886690e+05 106 3.329720e+05 107 3.880284e+05 108 5.741978e+05 109 1.136624e+06 110 5.782772e+05 111 6.734333e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Transferencias LC 61_1989,HWES,1.3545403480529785,"108 10273.571289 109 10394.981445 110 11007.639648 111 11813.931641 112 10224.678711 113 8146.478516 114 10596.678711 115 10330.906250 116 7527.268066 117 10242.702148 118 10802.066406 119 10539.327148 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,IPTU,MLP,2.6025805473327637,"98 87871.268600 99 79637.190899 100 83574.205877 101 90784.204671 102 97773.769042 103 107323.617766 104 118311.230440 105 135033.680240 106 399927.247658 107 267113.668202 108 276782.997463 109 212275.880207 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,ISS,MLP,2.9612865447998047,"108 94156.364577 109 93760.195115 110 93088.803424 111 104313.772608 112 115485.334005 113 106847.825713 114 109673.491172 115 130564.697076 116 130389.388057 117 128425.010614 118 133166.645480 119 134595.670098 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,ITBI,XGBoost,1.778916835784912,"107 33272.679688 108 22429.025391 109 62277.167969 110 62277.167969 111 57284.648438 112 57534.941406 113 67491.601562 114 66932.312500 115 57873.539062 116 67491.601562 117 66932.312500 118 56868.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,IRRF,SARIMAX,1.0832080841064453,"108 97342.421875 109 97342.421875 110 97342.421875 111 97342.703125 112 97342.421875 113 96857.671875 114 98085.242188 115 97502.765625 116 94859.375000 117 97502.765625 118 94859.375000 119 169068.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do FPM,SARIMAX,1.8238139152526855,"108 1.314154e+06 109 1.893769e+06 110 1.083349e+06 111 1.091803e+06 112 1.314154e+06 113 1.314154e+06 114 1.893769e+06 115 1.083349e+06 116 1.083349e+06 117 9.662513e+05 118 1.314154e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,HWES,0.916966438293457,"108 820175.3125 109 750666.0000 110 810344.8750 111 861400.5000 112 864109.1250 113 864508.8750 114 860155.4375 115 864317.6250 116 864317.6250 117 844365.0625 118 802278.3750 119 844365.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,AR,1.6858115196228027,"108 159224.359375 109 133027.812500 110 177384.578125 111 159200.046875 112 155355.250000 113 94308.960938 114 89101.367188 115 89101.718750 116 52626.988281 117 26714.558594 118 74722.117188 119 177238.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ITR,HWES,1.129485845565796,"51 406.319000 52 843.890442 53 1633.500488 54 1634.905396 55 1629.055176 56 1630.372437 57 1631.639404 58 1631.466797 59 1631.660400 60 1633.500488 61 1630.372437 62 1628.448730 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,MLP,3.7455739974975586,"108 3.163080e+05 109 1.319759e+06 110 3.074762e+06 111 4.334797e+05 112 5.272341e+05 113 6.044783e+05 114 5.155213e+05 115 4.828852e+05 116 4.075647e+05 117 3.908897e+05 118 2.903139e+05 119 2.750604e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,MLP,1.0914440155029297,"108 656083.594533 109 641407.412661 110 624739.954422 111 633946.763119 112 624102.430592 113 635566.200437 114 579868.548309 115 650658.961847 116 680356.477806 117 643882.445227 118 676818.237264 119 691904.357007 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,SES,1.0600144863128662,"108 222590.218750 109 135430.937500 110 194396.562500 111 194059.015625 112 237518.593750 113 135430.937500 114 175326.046875 115 164135.437500 116 194449.375000 117 194524.984375 118 194524.984375 119 193032.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,IRRF,HWES,1.4722332954406738,"108 6.129529e+05 109 5.375255e+05 110 5.265831e+05 111 6.088832e+05 112 6.102274e+05 113 6.088832e+05 114 5.265831e+05 115 5.375258e+05 116 5.265831e+05 117 5.265831e+05 118 6.088832e+05 119 1.024517e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do FPM,AR,1.7950530052185059,"108 3507053.00 109 4440165.50 110 2781879.25 111 2494918.00 112 3247894.00 113 2610597.75 114 4440292.00 115 2781879.25 116 2781883.75 117 2622459.50 118 3248019.75 119 4440292.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,HWES,1.034827470779419,"108 7383832.0 109 6131747.0 110 6134496.0 111 6647462.0 112 6722307.5 113 7361607.5 114 6685067.0 115 7237531.0 116 7237531.0 117 7354278.5 118 6855581.0 119 7354278.5 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,SARIMAX,3.3054916858673096,"108 967083.25000 109 645710.12500 110 740905.00000 111 911087.68750 112 881068.68750 113 478817.37500 114 332560.03125 115 225753.09375 116 224186.71875 117 209194.93750 118 166132.43750 119 881068.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ITR,SARIMAX,4.103352785110474,"93 1.475249e+05 94 4.538857e+04 95 8.394762e+04 96 4.460676e+04 97 4.469421e+04 98 4.539120e+04 99 4.524233e+04 100 4.481403e+04 101 6.219779e+04 102 1.693036e+06 103 1.386302e+05 104 1.552176e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Transferencias LC 61_1989,AR,3.450617790222168,"108 54142.882812 109 53112.734375 110 55445.093750 111 52638.015625 112 55413.769531 113 61407.609375 114 54366.519531 115 58911.835938 116 55449.457031 117 67600.843750 118 49877.000000 119 48373.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,IPTU,AR,1.868021011352539,"106 7.465271e+04 107 7.910565e+04 108 3.530861e+05 109 3.641208e+05 110 2.220727e+06 111 2.053672e+05 112 2.088664e+05 113 2.088688e+05 114 2.080160e+05 115 2.081522e+05 116 2.102679e+05 117 1.956159e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,ISS,SARIMAX,1.1228218078613281,"108 1.057533e+06 109 8.747891e+05 110 8.733448e+05 111 8.754434e+05 112 8.754434e+05 113 8.754434e+05 114 8.763472e+05 115 8.762726e+05 116 8.762726e+05 117 8.754434e+05 118 8.754434e+05 119 8.752898e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,ITBI,XGBoost,1.7718870639801025,"108 204618.843750 109 196184.031250 110 210842.250000 111 204967.906250 112 204541.859375 113 185789.187500 114 182632.390625 115 205675.875000 116 234118.843750 117 206794.468750 118 221294.718750 119 205677.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,IRRF,SARIMAX,1.6726598739624023,"108 280894.68750 109 280966.68750 110 327915.46875 111 327915.46875 112 568834.62500 113 327915.46875 114 280966.68750 115 314887.46875 116 280966.68750 117 327915.46875 118 280894.68750 119 568834.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do FPM,HWES,0.9873700141906738,"108 2860751.75 109 2986063.50 110 2986063.50 111 2418493.75 112 2986063.50 113 2861253.25 114 2986063.50 115 2387127.25 116 2387127.25 117 2324848.50 118 2986063.50 119 3787537.25 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,HWES,0.9882042407989502,"108 3929998.00 109 3340007.50 110 3729764.75 111 3718372.75 112 3781640.25 113 3699044.00 114 3718372.75 115 3816738.50 116 3816738.50 117 3781640.25 118 3753774.50 119 3781640.25 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,AR,2.6530327796936035,"108 1.259967e+06 109 1.109175e+06 110 1.109175e+06 111 8.962226e+05 112 1.259529e+06 113 5.269287e+05 114 5.230759e+05 115 3.360093e+05 116 1.866133e+05 117 1.287894e+05 118 1.552065e+05 119 1.530356e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,IPTU,HWES,2.0912396907806396,"102 1.019853e+05 103 2.354379e+05 104 2.068468e+05 105 1.926147e+05 106 1.926083e+05 107 6.840435e+05 108 3.950335e+06 109 3.639383e+06 110 2.767532e+06 111 2.479590e+06 112 2.498740e+06 113 2.471448e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,ISS,MLP,1.1317286491394043,"108 1.548757e+06 109 1.932979e+06 110 1.810291e+06 111 1.940306e+06 112 1.938542e+06 113 2.096878e+06 114 2.201789e+06 115 2.357676e+06 116 2.396721e+06 117 2.498993e+06 118 2.651449e+06 119 2.700155e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,ITBI,XGBoost,1.1984248161315918,"107 197637.937500 108 97499.289062 109 176223.875000 110 107905.312500 111 177818.203125 112 97494.148438 113 175110.515625 114 108283.289062 115 110877.250000 116 106762.046875 117 94137.734375 118 94468.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,IRRF,SARIMAX,1.091721773147583,"108 8.990261e+05 109 8.990261e+05 110 1.032509e+06 111 1.032509e+06 112 1.032509e+06 113 1.032509e+06 114 9.850958e+05 115 1.032509e+06 116 1.032509e+06 117 1.032509e+06 118 1.032509e+06 119 1.049703e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do FPM,HWES,1.6162042617797852,"108 2398043.50 109 3787557.00 110 2109710.50 111 2290757.50 112 2398063.25 113 2452599.75 114 2398062.75 115 2109710.50 116 2100408.50 117 1847435.25 118 2398063.25 119 3787557.00 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,HWES,1.1103510856628418,"108 5077212.50 109 3991208.25 110 4808502.00 111 5041269.50 112 5521752.50 113 5430330.00 114 5406356.00 115 5600115.00 116 5572254.50 117 5406593.50 118 5489733.00 119 5489117.50 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,AR,1.9752042293548584,"108 1.302321e+06 109 2.797498e+05 110 3.046743e+05 111 9.849377e+05 112 3.046743e+05 113 1.596195e+05 114 3.582908e+05 115 6.246234e+04 116 6.246234e+04 117 3.940959e+04 118 6.246234e+04 119 1.301160e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do ITR,MLP,3.596846580505371,"106 2481.371279 107 2576.260667 108 3506.955116 109 3124.306863 110 3053.471253 111 3108.054624 112 3627.733451 113 4151.046469 114 15189.666615 115 29835.658821 116 3919.492341 117 4178.385158 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Transferencias LC 61_1989,SES,1.0347940921783447,"108 46532.257812 109 52243.230469 110 52519.363281 111 43079.496094 112 42064.609375 113 44941.425781 114 45656.832031 115 42342.871094 116 40846.734375 117 40741.570312 118 42327.472656 119 37917.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,IPTU,AR,2.012894630432129,"106 8007.739258 107 7926.916504 108 11890.186523 109 11884.655273 110 110631.453125 111 9070.791992 112 9837.747070 113 8199.282227 114 7930.698730 115 9070.791992 116 9837.747070 117 7929.700195 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,ISS,SARIMAX,1.1507275104522705,"108 38172.425781 109 38157.824219 110 27379.917969 111 27365.673828 112 26455.707031 113 45975.917969 114 46018.671875 115 49356.777344 116 35832.738281 117 26464.953125 118 26469.689453 119 45975.917969 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,ITBI,AR,1.9629640579223633,"108 -771.201233 109 -357.851135 110 3150.905273 111 2784.989258 112 3040.027588 113 1881.397583 114 7169.387695 115 2913.996094 116 1667.825439 117 3026.031250 118 2594.003418 119 2546.380859 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,IRRF,MLP,1.2767112255096436,"108 45186.524013 109 46174.078091 110 46972.286971 111 47777.695551 112 49966.843285 113 51393.899021 114 49108.086574 115 50214.396241 116 50678.612818 117 50004.625103 118 50710.302596 119 61076.376702 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do FPM,SARIMAX,1.477118730545044,"107 1.371626e+06 108 1.893927e+06 109 1.105664e+06 110 1.111761e+06 111 1.371626e+06 112 1.371626e+06 113 1.893927e+06 114 1.105664e+06 115 1.105664e+06 116 9.639098e+05 117 1.371626e+06 118 1.893927e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,AR,1.0458669662475586,"107 770075.3125 108 767581.4375 109 730281.0625 110 725038.6250 111 742239.7500 112 731368.1250 113 728223.0625 114 727808.3125 115 728807.0625 116 726512.0625 117 729762.5625 118 765142.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,AR,1.7603216171264648,"106 210506.812500 107 68337.265625 108 68337.265625 109 83732.914062 110 68337.265625 111 18707.031250 112 15299.739258 113 24759.791016 114 10150.513672 115 6622.437012 116 6116.770508 117 200764.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ITR,SES,1.372124195098877,"79 81.371735 80 88.731270 81 88.731270 82 71.044991 83 88.731270 84 88.927162 85 88.927162 86 81.388802 87 520.038879 88 89.406921 89 27.794140 90 27.794140 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Transferencias LC 61_1989,SARIMAX,1.0183908939361572,"60 7243.657227 61 6727.393066 62 7175.494629 63 6955.158203 64 7318.249023 65 6928.287598 66 6929.094727 67 7282.123047 68 6711.992676 69 8762.582031 70 7205.761719 71 5700.688477 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,IPTU,SES,1.7617437839508057,"104 4.144031e+05 105 4.296447e+05 106 2.228299e+06 107 2.240170e+06 108 4.241219e+05 109 4.093749e+05 110 3.339950e+05 111 3.403298e+05 112 3.418481e+05 113 4.343372e+05 114 3.481828e+05 115 4.310452e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,ISS,MLP,1.8181471824645996,"108 1.926319e+06 109 1.953764e+06 110 2.011512e+06 111 2.062209e+06 112 2.082302e+06 113 2.113145e+06 114 2.148714e+06 115 2.161303e+06 116 2.189930e+06 117 2.247531e+06 118 2.229854e+06 119 2.295561e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,ITBI,SES,1.749608039855957,"108 312113.906250 109 302566.875000 110 308854.906250 111 261205.109375 112 241101.031250 113 226881.875000 114 324069.125000 115 270821.531250 116 275911.937500 117 275911.937500 118 272999.062500 119 275911.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,IRRF,MLP,0.9452176094055176,"107 8.041297e+05 108 7.650671e+05 109 8.393370e+05 110 1.138029e+06 111 1.097846e+06 112 1.013116e+06 113 1.023735e+06 114 1.070694e+06 115 1.020088e+06 116 1.188406e+06 117 1.240799e+06 118 1.389930e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do FPM,AR,1.2414793968200684,"108 2945925.50 109 3061473.50 110 2737112.50 111 1877958.25 112 2927548.25 113 2995723.25 114 2961392.00 115 2385458.50 116 3256926.50 117 2605038.50 118 3140584.00 119 3138336.50 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,HWES,0.9392759799957275,"108 4833575.0 109 4600914.5 110 4580607.5 111 4777643.0 112 4249314.5 113 4782647.0 114 4818409.0 115 4827649.5 116 4814148.0 117 4249314.5 118 4782647.0 119 4249118.0 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,AR,1.70522141456604,"108 990680.437500 109 979233.687500 110 975930.062500 111 701378.000000 112 698939.250000 113 318791.156250 114 271953.500000 115 247946.875000 116 88866.828125 117 187171.265625 118 187171.265625 119 944820.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ITR,XGBoost,3.7249832153320312,"100 515.588623 101 761.855774 102 1698.125366 103 897.581421 104 201.913788 105 3756.418701 106 1705.975952 107 1418.677124 108 1071.188354 109 1634.154175 110 366.942291 111 644.841492 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Transferencias LC 61_1989,HWES,1.3503751754760742,"108 40541.531250 109 38687.132812 110 41798.390625 111 41616.433594 112 42686.558594 113 43542.867188 114 42133.265625 115 43382.480469 116 45696.585938 117 43856.570312 118 44437.003906 119 44738.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,IPTU,SARIMAX,1.1352317333221436,"108 9.352953e+05 109 1.740168e+06 110 5.817054e+05 111 6.581636e+05 112 5.435512e+05 113 5.081392e+05 114 7.859506e+05 115 5.555774e+05 116 5.617802e+05 117 6.785611e+05 118 5.608041e+05 119 6.715539e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,ISS,MLP,1.867366075515747,"108 1.200056e+06 109 1.060719e+06 110 1.086631e+06 111 1.167402e+06 112 1.094019e+06 113 1.187410e+06 114 1.196257e+06 115 1.356710e+06 116 1.195110e+06 117 1.383502e+06 118 1.237154e+06 119 1.208948e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,ITBI,HWES,1.798401117324829,"108 401163.93750 109 359717.56250 110 351546.40625 111 402417.71875 112 331184.68750 113 335519.56250 114 336537.56250 115 402697.15625 116 391281.62500 117 351445.03125 118 347996.37500 119 335037.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,IRRF,XGBoost,1.115920066833496,"108 1.038282e+06 109 1.038352e+06 110 1.038282e+06 111 1.043819e+06 112 1.038352e+06 113 1.038352e+06 114 9.522349e+05 115 1.038352e+06 116 1.038352e+06 117 1.038282e+06 118 1.038352e+06 119 1.038352e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do FPM,HWES,2.027477979660034,"108 4864402.00 109 6943979.00 110 4100635.25 111 4179665.75 112 4865211.50 113 4927679.50 114 4865211.50 115 4100635.25 116 4100636.25 117 3588434.25 118 4865211.50 119 6943979.00 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,HWES,1.3679554462432861,"108 2313109.750 109 1915335.875 110 1914797.250 111 2369551.000 112 2417657.500 113 2391123.500 114 2491312.250 115 2533079.500 116 2533079.500 117 2518591.750 118 2484210.000 119 2501740.750 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,AR,1.651472568511963,"108 1.464407e+06 109 1.310109e+06 110 1.267609e+06 111 1.463270e+06 112 1.869764e+06 113 5.275359e+05 114 6.223824e+05 115 4.888390e+05 116 3.298103e+05 117 2.497835e+05 118 1.350418e+05 119 1.552180e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do ITR,MLP,3.013593912124634,"106 3221.388265 107 2410.305640 108 2558.269916 109 8433.231517 110 2514.460433 111 5484.342474 112 2638.882339 113 3547.656749 114 16222.211090 115 32117.664790 116 4176.462834 117 5149.627735 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,IPTU,SARIMAX,1.7131409645080566,"103 14488.100586 104 14700.248047 105 37065.093750 106 60018.437500 107 395442.125000 108 455989.781250 109 29738.808594 110 53334.765625 111 35298.347656 112 32119.476562 113 167630.140625 114 37075.089844 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,ISS,MLP,2.322732448577881,"108 64386.953002 109 69936.738162 110 65847.874974 111 68654.630470 112 66891.569035 113 72467.699873 114 66871.299295 115 78103.908070 116 69013.482415 117 64913.200298 118 64638.814293 119 68529.799273 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,ITBI,AR,1.7568213939666748,"108 50339.515625 109 29897.126953 110 33970.992188 111 49235.433594 112 368163.687500 113 116960.093750 114 110512.843750 115 29541.574219 116 33902.621094 117 24415.281250 118 25429.128906 119 30742.251953 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,IRRF,SARIMAX,1.0724194049835205,"108 139480.671875 109 88804.125000 110 139480.671875 111 139612.656250 112 139480.671875 113 139480.671875 114 139480.671875 115 139612.656250 116 139480.671875 117 139612.656250 118 139480.671875 119 143026.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do FPM,HWES,2.0155375003814697,"108 1.232440e+06 109 1.893824e+06 110 1.114441e+06 111 1.156995e+06 112 1.232494e+06 113 1.257682e+06 114 1.232494e+06 115 1.114441e+06 116 1.114441e+06 117 9.625982e+05 118 1.232494e+06 119 1.893824e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,SES,1.3415040969848633,"108 1724340.875 109 1832443.750 110 1922675.500 111 1947332.125 112 1954369.000 113 1944572.000 114 1946062.500 115 1949018.500 116 1949018.500 117 1890843.250 118 1946062.500 119 1890843.250 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,HWES,1.9017601013183594,"108 354054.343750 109 109046.015625 110 224140.468750 111 240103.421875 112 253400.671875 113 110878.500000 114 104234.085938 115 54230.191406 116 52729.144531 117 41224.296875 118 33226.437500 119 190268.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do ITR,SARIMAX,1.6958026885986328,"108 20992.148438 109 12573.839844 110 12031.431641 111 12049.986328 112 18843.826172 113 11972.921875 114 12031.181641 115 12573.839844 116 26605.316406 117 344770.531250 118 35419.246094 119 18461.283203 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Transferencias LC 61_1989,HWES,1.2915146350860596,"108 14088.340820 109 13833.996094 110 14720.637695 111 15424.634766 112 14534.208008 113 14563.227539 114 13619.389648 115 14653.841797 116 15494.004883 117 14383.832031 118 14765.044922 119 14487.163086 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,IPTU,XGBoost,2.0955991744995117,"106 106406.851562 107 147800.343750 108 170434.265625 109 113635.195312 110 151644.703125 111 738515.812500 112 755548.812500 113 233111.906250 114 262346.468750 115 262346.468750 116 233282.156250 117 233111.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,ISS,MLP,0.973675012588501,"108 280844.712686 109 267178.506057 110 262437.894783 111 267749.741324 112 270767.805996 113 271290.770696 114 272581.045867 115 272930.741677 116 272763.695492 117 277514.158349 118 266701.928780 119 273687.973960 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,ITBI,MLP,1.201023817062378,"108 112673.220610 109 121312.853243 110 119947.937662 111 111055.385140 112 126706.969299 113 136295.718259 114 123616.201758 115 125602.799655 116 119025.050709 117 124657.860861 118 118274.928414 119 199158.887190 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,IRRF,Prophet,1.1121318340301514,"107 385294.37500 108 361739.18750 109 378056.21875 110 385294.37500 111 378061.31250 112 722252.81250 113 583873.56250 114 385294.37500 115 385294.37500 116 583194.31250 117 385294.37500 118 779160.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do FPM,HWES,2.059004068374634,"108 3066380.75 109 5050050.50 110 2836529.25 111 3066380.75 112 3252498.50 113 3310379.25 114 5050050.50 115 2836529.25 116 2836586.50 117 2882432.25 118 3252498.50 119 5050050.50 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,HWES,1.0588805675506592,"108 2308454.000 109 1984261.125 110 2302152.250 111 2210833.750 112 2325063.250 113 2301094.000 114 2257472.000 115 2619615.250 116 2619886.000 117 2211938.500 118 2329207.750 119 2371774.750 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,AR,1.611985683441162,"108 806353.312500 109 391403.000000 110 498048.375000 111 788487.875000 112 489614.625000 113 198149.781250 114 112130.039062 115 72463.203125 116 75563.984375 117 75662.476562 118 56607.246094 119 719517.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do ITR,HWES,2.347564935684204,"107 476.809875 108 870.894043 109 298.416901 110 298.553070 111 621.671204 112 941.148254 113 941.148254 114 1660.998535 115 25189.123047 116 58994.382812 117 5431.869141 118 980.821655 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Transferencias LC 61_1989,SES,0.9966254234313965,"108 20772.931641 109 24966.103516 110 22120.855469 111 22082.861328 112 19437.429688 113 18605.048828 114 18639.904297 115 22240.535156 116 19437.427734 117 19730.412109 118 22460.910156 119 23889.998047 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,IPTU,SARIMAX,1.5983936786651611,"106 42301.015625 107 135479.765625 108 41290.519531 109 10644.531250 110 6237.064941 111 6359.787109 112 7458.191406 113 6359.768066 114 6048.916992 115 6606.788086 116 8197.501953 117 6359.501465 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,ISS,XGBoost,1.2888593673706055,"108 16966.378906 109 17041.650391 110 17348.134766 111 17396.746094 112 16723.039062 113 16866.070312 114 16579.931641 115 16730.654297 116 16907.712891 117 16401.318359 118 16030.576172 119 16640.201172 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,ITBI,SARIMAX,1.4637014865875244,"105 7363.313477 106 8262.652344 107 6783.276855 108 7061.843750 109 13353.391602 110 11030.067383 111 8583.452148 112 9039.198242 113 7854.716309 114 8330.210938 115 11822.059570 116 8412.727539 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,IRRF,HWES,2.6650567054748535,"108 53266.015625 109 53266.015625 110 53266.015625 111 53266.015625 112 53264.578125 113 53266.015625 114 53266.015625 115 53266.015625 116 53266.015625 117 53266.015625 118 53266.015625 119 53266.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do FPM,HWES,1.270293951034546,"108 1.170221e+06 109 1.893768e+06 110 1.000382e+06 111 1.163101e+06 112 1.170166e+06 113 1.163104e+06 114 1.170166e+06 115 1.000382e+06 116 1.000382e+06 117 9.371804e+05 118 1.170166e+06 119 1.893698e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,HWES,1.0687193870544434,"108 725710.0625 109 730913.1875 110 742967.2500 111 820979.6250 112 822348.1250 113 764802.3125 114 821303.1250 115 820979.6250 116 778768.9375 117 820979.6250 118 822348.1250 119 821474.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,SARIMAX,2.37842059135437,"107 88297.265625 108 23442.068359 109 19925.820312 110 86453.796875 111 18910.703125 112 13883.503906 113 12107.670898 114 35839.156250 115 9125.286133 116 9179.057617 117 140924.515625 118 98194.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ITR,XGBoost,1.3439538478851318,"81 708.423523 82 345.390472 83 360.736115 84 583.353271 85 628.502625 86 2136.892090 87 2143.260986 88 2144.009766 89 2141.686279 90 2141.043457 91 2139.259033 92 2140.126709 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Transferencias LC 61_1989,SES,1.8500549793243408,"108 6494.817383 109 6483.690918 110 6825.806152 111 6503.737793 112 6865.597656 113 6763.664551 114 6566.877441 115 6734.696289 116 6719.094727 117 6289.253418 118 6738.757812 119 6352.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,IPTU,SARIMAX,2.2796177864074707,"103 1.790929e+05 104 2.724376e+05 105 8.249009e+05 106 5.407880e+06 107 7.048969e+05 108 7.062446e+05 109 7.056773e+05 110 7.255751e+05 111 6.951759e+05 112 2.963582e+05 113 2.732528e+05 114 3.091438e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,ISS,HWES,1.2624015808105469,"108 1518644.000 109 1454453.500 110 1390775.500 111 1378807.500 112 1451219.625 113 1378807.500 114 1447059.625 115 1451219.625 116 1451219.625 117 1378807.500 118 1596055.750 119 1378807.500 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,ITBI,SES,1.7689568996429443,"102 418149.68750 103 623965.56250 104 621270.31250 105 304990.34375 106 450548.34375 107 500744.12500 108 621270.31250 109 412665.90625 110 510092.34375 111 450548.34375 112 450548.34375 113 450548.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,IRRF,SARIMAX,1.095813274383545,"108 496194.96875 109 475206.96875 110 493669.28125 111 895770.93750 112 895770.93750 113 493669.28125 114 493846.68750 115 895770.93750 116 493669.28125 117 493669.28125 118 895770.93750 119 895770.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do FPM,AR,4.483448505401611,"108 4099151.50 109 6312551.00 110 3529913.75 111 3869902.75 112 4099141.00 113 4129533.00 114 4099142.75 115 3529913.75 116 3529969.75 117 3250328.50 118 4099141.00 119 6312551.00 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,HWES,1.1182661056518555,"108 6571690.5 109 6031761.5 110 6574561.0 111 6591414.0 112 6588899.5 113 6606524.0 114 6591361.0 115 6597362.5 116 6597362.5 117 6588899.5 118 6571694.0 119 6588899.5 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,AR,1.708317518234253,"108 2.442316e+06 109 8.524771e+05 110 9.056826e+05 111 2.097095e+06 112 1.904714e+06 113 9.634058e+05 114 3.925386e+05 115 3.568133e+05 116 2.663953e+05 117 2.926164e+05 118 2.130149e+05 119 2.123479e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do ITR,MLP,2.2429769039154053,"108 72132.548611 109 25853.904865 110 27024.293382 111 39355.305974 112 90702.335328 113 30478.400029 114 65933.010426 115 48348.075733 116 262539.886108 117 805981.261032 118 130033.201187 119 112109.846406 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Transferencias LC 61_1989,SES,1.0719377994537354,"108 55974.898438 109 51797.351562 110 50788.054688 111 58292.730469 112 62293.722656 113 56767.828125 114 56294.339844 115 52798.355469 116 61769.902344 117 59164.191406 118 54915.101562 119 63315.566406 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,IPTU,XGBoost,1.8665282726287842,"108 24164.759766 109 32266.537109 110 115780.492188 111 37747.750000 112 117619.859375 113 117619.859375 114 117247.398438 115 22508.341797 116 23544.726562 117 19670.046875 118 24308.425781 119 29735.808594 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,ISS,MLP,1.4970571994781494,"108 82391.772978 109 83587.889821 110 86508.897769 111 84943.745612 112 85622.663523 113 84682.852454 114 86498.440921 115 88541.907341 116 86027.301403 117 89736.191957 118 84958.983874 119 90552.062666 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,ITBI,XGBoost,1.131403923034668,"108 32836.402344 109 29155.353516 110 31651.761719 111 18904.060547 112 59190.585938 113 31561.539062 114 37540.613281 115 18897.761719 116 18509.572266 117 54833.718750 118 60183.855469 119 18540.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,IRRF,XGBoost,1.6596260070800781,"108 80321.796875 109 90753.570312 110 90772.648438 111 90879.460938 112 90772.648438 113 90753.570312 114 90772.648438 115 90753.570312 116 90753.570312 117 90753.570312 118 90772.648438 119 90772.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do FPM,HWES,1.3065781593322754,"108 1.246834e+06 109 1.893769e+06 110 9.928678e+05 111 1.261216e+06 112 1.246834e+06 113 1.261216e+06 114 1.246834e+06 115 9.928678e+05 116 9.928678e+05 117 9.279031e+05 118 1.246834e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,HWES,1.0402936935424805,"108 680317.9375 109 605000.7500 110 606828.8750 111 692430.2500 112 710796.6875 113 703549.1250 114 700593.2500 115 704986.1250 116 704986.1250 117 705772.4375 118 635158.9375 119 705772.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,AR,1.5340304374694824,"108 317857.562500 109 125790.179688 110 128199.484375 111 144644.968750 112 128199.484375 113 44783.414062 114 28830.666016 115 12318.416992 116 11555.289062 117 11779.805664 118 44901.328125 119 317858.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ITR,XGBoost,2.298551321029663,"100 11004.958984 101 11204.270508 102 11209.082031 103 11209.082031 104 11217.816406 105 11206.633789 106 11200.503906 107 11205.173828 108 598.539856 109 600.654785 110 11205.217773 111 11209.082031 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Transferencias LC 61_1989,AR,1.4444794654846191,"60 6136.236816 61 5142.935547 62 5044.299316 63 5246.117676 64 5105.099609 65 6418.911621 66 6471.084961 67 5105.069336 68 3670.225342 69 6058.317383 70 6464.874023 71 6139.900879 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,IPTU,AR,1.7264370918273926,"105 129261.343750 106 243569.343750 107 245540.750000 108 246212.343750 109 162098.640625 110 161910.453125 111 161833.890625 112 193584.234375 113 192881.484375 114 193176.812500 115 193621.671875 116 204169.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,ISS,XGBoost,0.9263269901275635,"108 59645.031250 109 64377.882812 110 59706.617188 111 65450.917969 112 65431.781250 113 65431.781250 114 65419.496094 115 65419.496094 116 65419.496094 117 65431.781250 118 65419.496094 119 65419.496094 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,ITBI,AR,1.5293266773223877,"108 4237.716309 109 6152.726074 110 13726.022461 111 22924.183594 112 12939.688477 113 3492.863037 114 10822.400391 115 8522.564453 116 12811.781250 117 8524.949219 118 14213.053711 119 8427.631836 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,IRRF,HWES,2.2111687660217285,"108 76837.679688 109 78292.796875 110 143171.312500 111 82845.539062 112 88993.515625 113 88993.515625 114 88993.515625 115 88993.515625 116 88993.515625 117 81889.359375 118 88993.515625 119 143171.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do FPM,HWES,1.963477611541748,"108 1.514348e+06 109 1.893769e+06 110 1.105577e+06 111 1.218645e+06 112 1.514348e+06 113 1.335715e+06 114 1.514347e+06 115 1.105577e+06 116 1.105577e+06 117 9.913439e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,HWES,1.422839641571045,"108 1.034080e+06 109 1.018663e+06 110 1.016163e+06 111 1.030431e+06 112 1.041198e+06 113 1.017791e+06 114 1.024151e+06 115 1.045371e+06 116 1.045371e+06 117 1.051411e+06 118 1.030426e+06 119 1.041136e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,AR,1.7713978290557861,"108 265269.812500 109 114271.804688 110 114271.804688 111 230641.687500 112 233661.390625 113 146394.015625 114 294194.218750 115 36788.570312 116 144170.640625 117 36115.105469 118 23104.367188 119 265709.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ITR,XGBoost,1.5724806785583496,"91 1215.432373 92 1152.855591 93 1182.825562 94 1152.941040 95 1152.941040 96 1152.941040 97 12909.667969 98 4468.932129 99 12885.544922 100 12909.672852 101 1152.855591 102 1152.855591 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Transferencias LC 61_1989,HWES,1.3260078430175781,"96 6867.771484 97 5831.492188 98 5822.460449 99 6858.733398 100 6326.242676 101 6282.316895 102 5832.564941 103 6307.202148 104 6858.733398 105 5389.483887 106 6282.271484 107 8206.596680 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,IPTU,XGBoost,2.0167441368103027,"94 41087.066406 95 30810.603516 96 31039.244141 97 62258.261719 98 100327.257812 99 20089.816406 100 20028.476562 101 19821.537109 102 20090.117188 103 15357.102539 104 24150.617188 105 23959.152344 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,ISS,SES,1.85347580909729,"99 77323.812500 100 79310.460938 101 76383.531250 102 75675.960938 103 72487.859375 104 79310.460938 105 75581.546875 106 76383.531250 107 75581.546875 108 76376.492188 109 75581.546875 110 75688.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,ITBI,SES,2.056352138519287,"99 87844.906250 100 76924.734375 101 75114.476562 102 66196.640625 103 70960.687500 104 76825.078125 105 67667.242188 106 67667.242188 107 76781.578125 108 36126.734375 109 36122.179688 110 32614.845703 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,IRRF,SARIMAX,1.011584758758545,"99 172559.984375 100 172620.171875 101 172518.656250 102 172620.171875 103 172577.250000 104 172620.171875 105 172568.671875 106 172577.250000 107 172568.625000 108 172568.671875 109 172568.625000 110 172559.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do FPM,SES,3.0498781204223633,"99 1598989.625 100 1893768.625 101 1598989.625 102 1893708.875 103 1893768.625 104 1893614.375 105 1893768.625 106 1598989.625 107 1598989.125 108 1142098.250 109 1893768.625 110 1889381.250 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,SARIMAX,1.1910271644592285,"99 823957.4375 100 833529.0625 101 793723.6875 102 820562.3750 103 820616.8750 104 878706.8750 105 846615.0625 106 820562.3750 107 820562.3750 108 820616.5000 109 838472.0625 110 782610.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,MLP,0.9573113918304443,"98 128895.748584 99 83833.748539 100 91163.979979 101 118667.217406 102 91372.178621 103 77361.461056 104 75060.340898 105 72650.581379 106 76101.723573 107 73544.978546 108 73657.417702 109 146845.493033 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ITR,XGBoost,2.0540342330932617,"89 558.687805 90 574.444641 91 245.035675 92 597.614258 93 627.656250 94 597.614258 95 609.785400 96 245.035675 97 337.952545 98 2079.782471 99 177.683762 100 237.952652 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,2.6167585849761963,"101 2875.691650 102 3007.195557 103 2875.680420 104 2875.673340 105 53119.980469 106 284579.062500 107 3873.880615 108 3991.634521 109 4078.379639 110 4181.526367 111 4078.386719 112 4520.433105 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,XGBoost,1.7767226696014404,"108 20436.781250 109 17873.556641 110 17624.662109 111 17916.050781 112 19740.826172 113 19834.568359 114 15217.145508 115 15849.978516 116 15849.978516 117 15842.871094 118 16250.834961 119 18733.837891 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,MLP,1.8876233100891113,"106 36121.216589 107 40447.575139 108 42977.411828 109 45795.773823 110 47499.312601 111 50705.575056 112 56997.259543 113 58366.013815 114 57583.799380 115 58798.983544 116 61502.508755 117 63014.657043 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,IRRF,MLP,1.7913556098937988,"108 34514.885204 109 34502.942193 110 36446.380899 111 35458.801280 112 35057.088346 113 34438.391744 114 34862.211473 115 36003.034814 116 34844.237810 117 35332.841746 118 34386.645670 119 45035.711810 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do FPM,HWES,1.2571830749511719,"108 1.228382e+06 109 1.893769e+06 110 1.047908e+06 111 1.142366e+06 112 1.228912e+06 113 1.244927e+06 114 1.228912e+06 115 1.047908e+06 116 1.046509e+06 117 9.284123e+05 118 1.228912e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,HWES,1.268629789352417,"108 578041.31250 109 465175.40625 110 573485.81250 111 589473.12500 112 595388.50000 113 582655.31250 114 589603.68750 115 594772.37500 116 594772.37500 117 588961.93750 118 581271.75000 119 588961.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,HWES,2.8664369583129883,"108 77069.476562 109 21654.031250 110 50230.562500 111 96055.804688 112 83338.281250 113 17202.185547 114 12369.285156 115 16540.595703 116 12689.467773 117 6518.165527 118 6271.769043 119 77297.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ITR,MLP,2.4807024002075195,"72 -2476.524102 73 15454.470549 74 17634.432545 75 19714.639992 76 22001.033546 77 24499.740526 78 27329.459308 79 30467.256223 80 21083.136037 81 3371.374504 82 21600.547824 83 22626.383107 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Transferencias LC 61_1989,HWES,1.347691297531128,"96 4647.600098 97 4383.492188 98 4825.857910 99 4863.831055 100 4897.762695 101 4773.023926 102 4694.655273 103 4950.522461 104 4830.275879 105 5063.626465 106 4724.854004 107 4549.694336 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,IPTU,HWES,1.9187612533569336,"108 7.368967e+04 109 1.510978e+05 110 6.732974e+04 111 3.417784e+05 112 2.275012e+06 113 4.260054e+05 114 4.210308e+05 115 4.260054e+05 116 7.248638e+05 117 4.370831e+05 118 7.242378e+05 119 7.241722e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,ISS,SARIMAX,1.1290664672851562,"108 683851.4375 109 681735.1250 110 683851.4375 111 683851.4375 112 683851.4375 113 683851.4375 114 683851.4375 115 683851.4375 116 683851.4375 117 683851.4375 118 683851.4375 119 683851.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,ITBI,HWES,1.014603853225708,"108 176880.234375 109 175737.390625 110 169931.953125 111 163276.046875 112 163276.046875 113 171363.796875 114 176650.984375 115 173587.531250 116 167102.703125 117 167005.562500 118 166990.062500 119 166735.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,IRRF,SARIMAX,2.060556411743164,"108 437113.90625 109 434914.84375 110 437113.90625 111 437113.90625 112 437113.90625 113 437113.90625 114 437113.90625 115 437113.90625 116 437113.90625 117 437113.90625 118 437113.90625 119 832524.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do FPM,HWES,1.2522351741790771,"108 2977034.00 109 2987486.25 110 2430859.25 111 2721116.25 112 3075826.75 113 2964563.75 114 2984598.50 115 2499841.00 116 2747166.00 117 2511939.00 118 2984854.00 119 4413549.00 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,HWES,1.2059142589569092,"108 3252617.00 109 3195934.75 110 3170638.50 111 3253958.50 112 3249378.25 113 3252617.00 114 3249538.50 115 3249740.00 116 3249740.00 117 3249378.25 118 3253958.50 119 3230227.00 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,AR,1.7561874389648438,"108 8.583642e+05 109 6.534726e+05 110 9.357204e+05 111 1.005094e+06 112 1.071033e+06 113 3.518412e+05 114 2.233638e+05 115 1.907847e+05 116 1.875886e+05 117 5.340395e+04 118 3.266573e+04 119 9.125711e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Transferencias LC 61_1989,HWES,1.2364978790283203,"96 19732.294922 97 18920.886719 98 20777.611328 99 20948.972656 100 20717.183594 101 23331.455078 102 23246.375000 103 20407.441406 104 20712.080078 105 19144.466797 106 20586.896484 107 20018.787109 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,IPTU,MLP,4.522127628326416,"108 1.374179e+06 109 2.686616e+06 110 1.740379e+07 111 1.933034e+06 112 2.038943e+06 113 1.953276e+06 114 2.180525e+06 115 2.335105e+06 116 2.159637e+06 117 2.323865e+06 118 1.972435e+06 119 1.251908e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,ISS,MLP,1.2163214683532715,"108 2.624656e+06 109 2.550435e+06 110 2.697911e+06 111 2.522194e+06 112 2.746220e+06 113 2.749470e+06 114 2.683375e+06 115 2.845500e+06 116 2.926212e+06 117 3.426576e+06 118 2.826439e+06 119 2.940273e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,ITBI,HWES,1.1129705905914307,"108 484856.71875 109 485109.34375 110 529266.93750 111 512282.37500 112 485698.34375 113 485192.50000 114 512344.78125 115 529266.87500 116 484804.75000 117 512556.06250 118 424412.50000 119 485556.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,IRRF,MLP,2.8631670475006104,"108 4.093635e+06 109 2.945523e+06 110 3.064827e+06 111 3.034333e+06 112 3.154999e+06 113 3.212631e+06 114 3.194883e+06 115 3.272751e+06 116 3.350353e+06 117 3.465813e+06 118 3.538831e+06 119 5.412261e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do FPM,AR,1.2824578285217285,"108 5628480.5 109 8837588.0 110 4737102.0 111 4404895.0 112 5648730.0 113 4481196.5 114 8837588.0 115 4737102.0 116 4737102.0 117 4479528.5 118 5648730.0 119 8837588.0 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,HWES,1.6247210502624512,"108 6585103.0 109 6088936.0 110 6090486.5 111 6223809.5 112 7255496.5 113 7036692.5 114 6673161.0 115 7425348.5 116 7425299.0 117 6778857.5 118 7016465.5 119 6778857.5 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,AR,1.7222645282745361,"108 4.828938e+06 109 2.055147e+06 110 2.055145e+06 111 3.342011e+06 112 3.348622e+06 113 1.288444e+06 114 1.153389e+06 115 5.583919e+05 116 5.180485e+05 117 2.831797e+05 118 2.855985e+05 119 5.664590e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do ITR,MLP,2.667263984680176,"108 11114.757086 109 22925.841247 110 11000.867817 111 10420.682418 112 11362.804398 113 16355.833923 114 13989.624079 115 16039.883199 116 77825.125402 117 185616.803922 118 22371.091315 119 44372.315311 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Transferencias LC 61_1989,HWES,1.008774995803833,"108 60351.277344 109 76014.406250 110 57581.523438 111 55255.210938 112 61440.480469 113 65003.656250 114 63120.671875 115 64182.984375 116 62604.699219 117 61587.214844 118 58506.746094 119 62414.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,IPTU,MLP,2.1325836181640625,"108 454942.510303 109 157031.874912 110 32873.395660 111 45192.574004 112 40848.727490 113 32704.659068 114 29810.022192 115 23514.747611 116 26182.964514 117 77033.836360 118 58266.555534 119 33479.182005 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,ISS,SES,2.793710947036743,"108 74539.210938 109 73734.093750 110 78071.421875 111 74232.179688 112 78071.359375 113 74230.203125 114 74223.710938 115 75899.046875 116 78319.312500 117 79108.296875 118 74895.078125 119 77773.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,ITBI,SES,1.9312145709991455,"108 14463.874023 109 10031.705078 110 16333.778320 111 18266.683594 112 11443.497070 113 13670.379883 114 11938.930664 115 14169.164062 116 11993.085938 117 6981.211426 118 8957.441406 119 4631.461426 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,IRRF,SARIMAX,1.0248827934265137,"108 177219.250000 109 102348.539062 110 177219.250000 111 177219.250000 112 102348.539062 113 177219.250000 114 102348.539062 115 102348.539062 116 177219.250000 117 177219.250000 118 177219.250000 119 177219.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do FPM,AR,1.624086618423462,"108 1.280150e+06 109 1.893709e+06 110 1.002046e+06 111 1.148844e+06 112 1.280091e+06 113 1.285748e+06 114 1.416867e+06 115 1.002046e+06 116 1.001948e+06 117 9.848331e+05 118 1.280091e+06 119 1.893709e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,HWES,1.6551289558410645,"108 740496.5625 109 682940.6875 110 661160.8750 111 676092.1875 112 677351.3125 113 684572.5625 114 677021.6250 115 684627.9375 116 684627.9375 117 696689.1250 118 685073.5625 119 673601.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,AR,1.9325230121612549,"108 188476.609375 109 35813.050781 110 76000.812500 111 131151.906250 112 42133.226562 113 60891.582031 114 35813.050781 115 16339.601562 116 22265.646484 117 9534.663086 118 9609.659180 119 182504.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ITR,AR,1.379974126815796,"66 13.486147 67 13.081345 68 456.819641 69 679.403809 70 1517.783081 71 1683.201050 72 1262.107544 73 6.444386 74 14.407824 75 13.182733 76 455.131409 77 1045.285522 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,IPTU,AR,1.7376842498779297,"107 41044.917969 108 72285.070312 109 138501.062500 110 138503.312500 111 63434.855469 112 38434.574219 113 39933.734375 114 38762.054688 115 38434.574219 116 38434.257812 117 40212.394531 118 38327.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,ISS,XGBoost,1.51131272315979,"108 47098.535156 109 48451.597656 110 47097.230469 111 47991.714844 112 47098.535156 113 48400.652344 114 47098.894531 115 48270.039062 116 48582.000000 117 47097.230469 118 48400.652344 119 47098.894531 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,ITBI,SES,2.786975145339966,"105 15951.793945 106 15951.793945 107 12552.590820 108 19413.583984 109 13062.224609 110 16697.181641 111 13062.224609 112 18059.980469 113 16155.778320 114 16301.269531 115 10093.006836 116 16147.533203 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,IRRF,SARIMAX,1.1696014404296875,"108 49544.546875 109 56862.773438 110 55159.613281 111 55609.460938 112 54507.960938 113 55159.613281 114 55159.613281 115 52753.964844 116 55317.679688 117 55159.613281 118 54507.960938 119 55609.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do FPM,HWES,1.3564321994781494,"108 1.550840e+06 109 1.839002e+06 110 1.135299e+06 111 1.173712e+06 112 1.305606e+06 113 1.267256e+06 114 1.031889e+06 115 1.135299e+06 116 1.127070e+06 117 1.029775e+06 118 1.839002e+06 119 1.839002e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,HWES,1.7986979484558105,"108 903094.5000 109 898880.8750 110 902935.0000 111 917433.0625 112 923603.3125 113 909270.8125 114 917433.0625 115 921413.4375 116 921400.7500 117 919521.2500 118 917433.0625 119 919521.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,HWES,1.7161829471588135,"108 114304.945312 109 62127.824219 110 91426.781250 111 117710.234375 112 82417.843750 113 24579.800781 114 15479.963867 115 13587.865234 116 12123.093750 117 15609.990234 118 12273.398438 119 138129.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ITR,XGBoost,1.2023303508758545,"85 2552.462158 86 2691.116455 87 3921.048584 88 3918.343262 89 3918.236816 90 3918.020996 91 3921.929688 92 3922.517822 93 3228.401367 94 3228.401367 95 3916.015381 96 3922.517822 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Transferencias LC 61_1989,AR,1.1449015140533447,"82 3905.986816 83 6152.941406 84 5890.375000 85 5763.657715 86 5743.621094 87 5743.518555 88 5745.598633 89 5672.231445 90 5682.995117 91 4501.234863 92 5386.249023 93 5306.586426 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,IPTU,HWES,1.8882710933685303,"93 2599.741699 94 6337.937988 95 99833.492188 96 6169.062988 97 7218.635254 98 9629.844727 99 7217.994141 100 2758.880127 101 504.925995 102 2659.759521 103 1826.233154 104 5795.251465 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,ISS,SES,2.0688698291778564,"96 105678.960938 97 104300.429688 98 105769.398438 99 105769.398438 100 106541.078125 101 104271.945312 102 104391.078125 103 109937.195312 104 108469.953125 105 109680.046875 106 108688.179688 107 108662.132812 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,ITBI,XGBoost,2.404019832611084,"80 625199.7500 81 626787.2500 82 624956.1250 83 625482.7500 84 625734.5625 85 625382.4375 86 625640.3125 87 625283.6875 88 625199.7500 89 625780.5000 90 626134.3750 91 624956.1250 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,IRRF,SARIMAX,1.6100115776062012,"96 110410.953125 97 110343.367188 98 110365.093750 99 110365.093750 100 110365.093750 101 110500.242188 102 110500.242188 103 110500.242188 104 110500.242188 105 110498.968750 106 110498.968750 107 110498.968750 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do FPM,SARIMAX,0.9406135082244873,"96 1216207.000 97 1255711.500 98 1119180.250 99 1216207.000 100 1262459.875 101 1247741.625 102 1215052.375 103 1247741.625 104 1215052.375 105 1215052.375 106 1255713.375 107 1255713.375 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,SES,0.8843133449554443,"96 533872.4375 97 640373.0000 98 640208.2500 99 636712.5000 100 640208.2500 101 636748.0625 102 636712.5000 103 636712.5000 104 636772.6875 105 613164.2500 106 613168.5000 107 614387.5625 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,MLP,1.7059645652770996,"92 65528.471078 93 30731.863281 94 38913.369080 95 67431.260231 96 46033.496271 97 34373.299113 98 29581.986157 99 50937.848004 100 29353.418125 101 29917.611320 102 31393.782178 103 138587.025624 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ITR,SARIMAX,2.408252716064453,"93 23251.212891 94 20881.197266 95 21101.427734 96 24829.638672 97 23395.070312 98 20924.408203 99 21798.750000 100 20548.166016 101 130244.812500 102 391772.656250 103 24687.457031 104 23248.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,IPTU,SARIMAX,1.9354116916656494,"107 43373.093750 108 211126.875000 109 211495.250000 110 398926.031250 111 210991.890625 112 57059.191406 113 210992.468750 114 210991.890625 115 55954.183594 116 43370.574219 117 21056.751953 118 55954.183594 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,ISS,HWES,1.2895774841308594,"108 121721.234375 109 121721.234375 110 121633.273438 111 124043.570312 112 124043.570312 113 122878.023438 114 122965.984375 115 125417.867188 116 118653.906250 117 120975.226562 118 120693.585938 119 117971.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,ITBI,SARIMAX,1.9405438899993896,"108 92919.031250 109 93429.007812 110 93381.281250 111 89185.757812 112 88799.718750 113 92919.031250 114 93363.312500 115 93381.281250 116 92634.625000 117 93363.312500 118 93363.312500 119 89190.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,IRRF,SARIMAX,1.144505500793457,"107 157300.734375 108 157334.218750 109 157334.218750 110 157306.078125 111 157334.218750 112 157300.734375 113 157306.078125 114 157306.078125 115 157334.218750 116 157334.218750 117 157306.078125 118 157334.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do FPM,HWES,2.158707857131958,"108 1273338.000 109 1418514.250 110 1165104.375 111 1210687.625 112 1393933.625 113 1216165.250 114 1214642.250 115 1165142.750 116 1094279.500 117 1024350.875 118 1270980.875 119 1270980.875 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,HWES,2.0483202934265137,"108 1223348.375 109 1214459.125 110 1214778.500 111 1223370.000 112 1258063.500 113 1223748.000 114 1223370.000 115 1257655.625 116 1257655.625 117 1258063.500 118 1223937.750 119 1258063.500 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.0882072448730469,"108 118120.406250 109 154400.484375 110 128704.460938 111 141280.296875 112 167860.234375 113 104765.023438 114 97011.578125 115 69421.507812 116 44067.160156 117 38753.488281 118 28356.917969 119 113724.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ITR,MLP,2.5739574432373047,"103 34697.739296 104 43298.691334 105 43078.512026 106 71141.353812 107 53086.836678 108 59723.624098 109 97415.135725 110 72697.868238 111 91764.265694 112 263355.631091 113 92305.738642 114 104901.612684 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Transferencias LC 61_1989,AR,1.905287265777588,"60 8428.265625 61 8922.639648 62 8769.208008 63 8169.445312 64 8230.984375 65 8674.600586 66 7743.913086 67 8466.875977 68 8401.461914 69 8230.607422 70 8190.061035 71 9311.867188 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,IPTU,SARIMAX,1.0627143383026123,"108 141785.015625 109 145278.968750 110 172188.171875 111 607077.312500 112 230892.750000 113 141784.640625 114 156248.218750 115 145378.593750 116 162957.593750 117 172186.937500 118 266696.125000 119 204210.484375 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,ISS,SARIMAX,0.9664359092712402,"108 354390.62500 109 357471.34375 110 358114.03125 111 354186.12500 112 354393.87500 113 354390.62500 114 354390.62500 115 354185.96875 116 354186.12500 117 354393.87500 118 353953.12500 119 354390.62500 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,ITBI,XGBoost,1.0185003280639648,"108 32903.191406 109 34142.714844 110 32944.710938 111 32903.191406 112 32873.578125 113 34237.757812 114 29029.515625 115 28673.800781 116 28428.419922 117 22408.451172 118 28800.798828 119 24427.863281 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,IRRF,SARIMAX,1.1941113471984863,"108 173482.906250 109 184161.203125 110 216780.234375 111 389901.468750 112 389901.468750 113 142966.203125 114 216780.234375 115 216780.234375 116 216780.234375 117 184161.203125 118 389901.468750 119 389888.156250 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do FPM,HWES,1.635098934173584,"108 2971083.25 109 4418793.50 110 2871479.75 111 3176417.50 112 4406419.50 113 3283562.00 114 4418793.50 115 2871479.75 116 2871479.75 117 2448342.25 118 3283785.25 119 4418793.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,AR,1.0687880516052246,"108 1250179.625 109 1678435.125 110 1315929.750 111 1429530.500 112 1484450.125 113 1306482.250 114 1516925.250 115 1519140.250 116 1519140.250 117 1539348.625 118 1317163.875 119 1519140.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,SARIMAX,1.5653603076934814,"108 363633.437500 109 267735.812500 110 270792.000000 111 357352.031250 112 482898.406250 113 221739.265625 114 221078.375000 115 203882.875000 116 118269.562500 117 104637.039062 118 113821.546875 119 274682.937500 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ITR,HWES,3.2078499794006348,"108 16101.063477 109 15108.167969 110 14878.602539 111 24703.208984 112 41173.121094 113 41176.269531 114 41162.980469 115 41085.347656 116 10768.166992 117 104362.875000 118 42817.300781 119 332427.531250 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Transferencias LC 61_1989,SES,0.9920735359191895,"72 13224.916992 73 9806.301758 74 17421.919922 75 15076.627930 76 15111.587891 77 15213.366211 78 14928.625000 79 19143.308594 80 15387.588867 81 13303.795898 82 18249.148438 83 15067.524414 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,IPTU,AR,1.766746997833252,"108 1.476393e+06 109 2.594482e+06 110 1.312862e+07 111 2.926259e+06 112 2.926259e+06 113 2.991380e+06 114 2.991380e+06 115 2.926259e+06 116 2.926259e+06 117 2.926259e+06 118 2.991380e+06 119 2.926259e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,ISS,SARIMAX,1.1176095008850098,"108 1811274.500 109 1796304.500 110 1821795.125 111 1811274.500 112 1796304.500 113 1796304.500 114 1813249.250 115 1796304.500 116 1811274.500 117 1811274.500 118 1796304.500 119 1813249.250 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,ITBI,XGBoost,1.5806546211242676,"108 512807.96875 109 597130.68750 110 567598.12500 111 597010.50000 112 559026.68750 113 594223.68750 114 503758.40625 115 584385.00000 116 503475.43750 117 504166.18750 118 525224.18750 119 536536.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,IRRF,MLP,1.0839569568634033,"108 8.185369e+05 109 8.669018e+05 110 7.724027e+05 111 1.766267e+06 112 1.281094e+06 113 1.018699e+06 114 1.254654e+06 115 1.020811e+06 116 1.137428e+06 117 1.087547e+06 118 1.208141e+06 119 1.786829e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do FPM,HWES,1.1812641620635986,"108 4105517.50 109 6312562.00 110 3794836.25 111 3901980.00 112 5130143.00 113 4105942.50 114 5130143.00 115 3794836.25 116 3794836.25 117 3235587.00 118 5130143.00 119 6312562.00 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,HWES,1.0264019966125488,"108 4151453.00 109 3673958.00 110 4079953.50 111 4043535.00 112 4027154.25 113 4121891.75 114 3847761.75 115 3759686.25 116 3759686.25 117 3849431.00 118 4052063.50 119 3849431.00 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,SARIMAX,1.681398868560791,"99 1.770162e+06 100 1.382943e+06 101 1.338456e+06 102 2.301802e+06 103 2.242161e+06 104 9.905228e+05 105 6.353401e+05 106 7.667341e+05 107 4.947714e+05 108 4.947714e+05 109 2.387503e+05 110 1.865412e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do ITR,HWES,1.8157408237457275,"108 18236.449219 109 2461.008545 110 2473.317871 111 2432.498047 112 2432.498047 113 2430.473633 114 2473.020996 115 2473.317871 116 15666.403320 117 84672.914062 118 17181.722656 119 18236.449219 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Transferencias LC 61_1989,HWES,0.695554256439209,"60 23816.179688 61 29524.810547 62 29524.818359 63 35225.816406 64 34831.074219 65 34947.191406 66 34993.886719 67 32499.296875 68 27760.908203 69 19310.267578 70 29490.818359 71 34798.371094 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,IPTU,Prophet,2.0083351135253906,"100 1.982264e+05 101 2.626299e+05 102 2.739149e+06 103 2.735064e+06 104 2.749856e+06 105 2.757488e+06 106 2.749956e+06 107 2.751722e+06 108 2.741244e+06 109 2.741244e+06 110 2.732500e+06 111 2.747150e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,ISS,SES,1.3337984085083008,"104 7578619.0 105 7438135.0 106 7526538.0 107 6948503.0 108 7394746.5 109 7100484.5 110 7060190.0 111 7518155.5 112 7060190.0 113 7599055.5 114 7578619.0 115 7068572.5 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,ITBI,SES,1.3484244346618652,"104 277386.093750 105 289557.125000 106 285306.593750 107 280250.875000 108 281881.250000 109 263275.750000 110 278116.218750 111 248819.890625 112 309337.875000 113 508924.000000 114 524220.093750 115 537272.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,IRRF,MLP,1.1527454853057861,"104 1.091103e+06 105 1.081428e+06 106 1.132043e+06 107 1.165851e+06 108 1.184955e+06 109 1.223590e+06 110 1.252545e+06 111 1.283883e+06 112 1.328027e+06 113 1.356168e+06 114 1.460404e+06 115 1.388430e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do FPM,AR,1.2309529781341553,"104 3718097.0 105 5677620.0 106 3383219.0 107 3665001.5 108 4197076.0 109 3684392.0 110 4898352.5 111 3383219.0 112 3434031.0 113 3383231.5 114 4197076.0 115 5677620.0 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,MLP,1.0715467929840088,"104 2.354982e+06 105 2.169430e+06 106 2.238474e+06 107 2.481757e+06 108 2.661858e+06 109 2.382054e+06 110 2.470780e+06 111 2.553125e+06 112 2.547972e+06 113 2.780387e+06 114 2.426215e+06 115 2.829364e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,AR,1.9003679752349854,"104 9.132444e+05 105 5.986323e+05 106 6.248706e+05 107 1.037943e+06 108 1.039103e+06 109 5.262051e+05 110 4.085418e+05 111 2.473922e+05 112 2.469893e+05 113 2.399336e+05 114 2.491024e+05 115 1.023812e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ITR,MLP,2.2688610553741455,"87 75334.976422 88 83490.641208 89 97880.219045 90 109807.304412 91 125762.395189 92 144214.309264 93 167416.156740 94 190255.075269 95 237462.173242 96 653877.750464 97 262702.006952 98 310970.282267 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Transferencias LC 61_1989,MLP,2.695409059524536,"104 24966.785933 105 22950.184359 106 23623.165390 107 24204.904139 108 23946.171351 109 24406.112557 110 24530.646369 111 23901.822363 112 24135.013525 113 26383.996595 114 23700.520618 115 24687.342024 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,IPTU,AR,2.359203577041626,"108 4.840555e+05 109 1.855628e+05 110 1.581750e+06 111 1.567309e+06 112 6.502044e+05 113 4.817428e+05 114 4.960626e+05 115 4.956654e+05 116 6.512445e+05 117 4.956654e+05 118 6.793370e+05 119 6.802046e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,ISS,Prophet,1.1349108219146729,"108 524546.93750 109 559925.62500 110 560301.81250 111 560292.93750 112 560301.81250 113 524546.93750 114 560301.81250 115 481952.28125 116 560292.93750 117 559925.62500 118 560292.93750 119 524546.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,ITBI,XGBoost,1.0921480655670166,"108 772086.87500 109 195561.28125 110 527885.87500 111 535599.68750 112 466743.18750 113 483563.34375 114 471168.96875 115 469675.65625 116 256964.62500 117 469675.65625 118 426874.65625 119 469667.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,IRRF,MLP,1.223625898361206,"107 679810.508851 108 667261.148722 109 689133.751354 110 750424.763326 111 716999.389204 112 731860.851727 113 732172.363253 114 776820.848648 115 789817.999341 116 811125.050464 117 848948.330699 118 949992.477286 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do FPM,HWES,1.6533617973327637,"108 3459752.25 109 5681306.00 110 3228488.00 111 3459752.25 112 3665262.50 113 3695239.25 114 5681306.00 115 3228488.00 116 3228524.75 117 2782059.25 118 3665262.50 119 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,HWES,1.89988112449646,"108 6749344.5 109 6269799.5 110 6562289.5 111 6772944.5 112 6738754.0 113 6737099.0 114 6772944.5 115 6768880.5 116 6784647.0 117 6738754.0 118 6749346.0 119 6738754.0 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,AR,1.672879934310913,"108 1.357099e+06 109 6.178439e+05 110 8.987491e+05 111 1.009932e+06 112 1.028066e+06 113 8.939476e+05 114 4.844641e+05 115 5.911429e+05 116 2.927188e+05 117 1.348465e+05 118 1.102464e+05 119 1.355855e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ITR,MLP,1.6228816509246826,"57 5.654459e+05 58 1.316293e+05 59 2.337849e+05 60 2.448477e+05 61 1.593876e+05 62 9.328543e+04 63 1.908415e+05 64 9.745473e+04 65 6.112675e+05 66 4.395393e+06 67 8.232601e+05 68 7.786617e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Transferencias LC 61_1989,HWES,1.0101993083953857,"108 64586.835938 109 57232.847656 110 55643.652344 111 61695.800781 112 55129.378906 113 66287.750000 114 55873.933594 115 64963.429688 116 57734.992188 117 68839.687500 118 53120.281250 119 89417.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,IPTU,AR,2.006779193878174,"108 3145099.75 109 12078922.00 110 3371170.25 111 3298747.50 112 3145099.75 113 3145064.75 114 3145064.75 115 3298747.50 116 2998204.25 117 3145064.75 118 3145099.75 119 3371170.25 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,ISS,SARIMAX,0.9101405143737793,"108 2276335.75 109 2172942.25 110 2273143.75 111 2273143.75 112 2273143.75 113 2273143.75 114 2273143.75 115 2273143.75 116 2273143.75 117 2273143.75 118 2276335.75 119 2276335.75 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,ITBI,MLP,1.834420919418335,"108 7.904909e+05 109 7.249627e+05 110 8.432489e+05 111 6.986050e+05 112 8.760907e+05 113 8.664926e+05 114 9.625966e+05 115 1.140626e+06 116 9.145617e+05 117 8.585093e+05 118 1.280552e+06 119 9.407880e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,IRRF,SARIMAX,1.8890700340270996,"108 2910323.50 109 2097874.75 110 2183508.00 111 2912526.25 112 2183499.50 113 2183473.75 114 2183473.75 115 3713303.00 116 2912526.25 117 2912526.25 118 2912526.25 119 3713303.00 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do FPM,HWES,1.1098277568817139,"108 7390979.0 109 10731355.0 110 5956706.0 111 6506103.5 112 7121662.5 113 7390979.0 114 9212346.0 115 5956706.0 116 5970601.5 117 5202085.0 118 7121662.5 119 10731355.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,SES,1.0106055736541748,"108 4732846.5 109 4975749.0 110 4588432.5 111 4771966.0 112 4769942.0 113 4598320.5 114 4769540.5 115 4692399.0 116 4670998.5 117 4482762.5 118 3978732.5 119 4476523.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,MLP,2.595014810562134,"108 4.822905e+06 109 2.098905e+06 110 2.400898e+06 111 3.519488e+06 112 3.573114e+06 113 2.104230e+06 114 1.618063e+06 115 1.115230e+06 116 7.886185e+05 117 6.915024e+05 118 5.578334e+05 119 3.891272e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do ITR,MLP,3.095508337020874,"108 5.766522e+05 109 1.476019e+05 110 1.807141e+05 111 2.587418e+05 112 1.594533e+05 113 1.684113e+05 114 1.846360e+05 115 2.491871e+05 116 6.112947e+05 117 2.274342e+06 118 8.538366e+05 119 7.960714e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,IPTU,AR,1.725407600402832,"108 15512105.0 109 15512105.0 110 5851134.0 111 5533184.5 112 5691620.0 113 5534942.5 114 5361672.0 115 5565891.0 116 13589599.0 117 6238395.5 118 6238395.5 119 5565891.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,ISS,AR,1.1245551109313965,"108 8569293.0 109 7658253.5 110 8304126.5 111 8449323.0 112 8449198.0 113 8449198.0 114 8449323.0 115 8449323.0 116 8449323.0 117 8449323.0 118 8449323.0 119 8449323.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,ITBI,SES,1.6154530048370361,"108 1426256.375 109 1413513.625 110 1426256.375 111 1419769.375 112 1640794.125 113 1652534.125 114 1426256.375 115 1461649.125 116 1426198.375 117 1555327.625 118 1426198.375 119 1557925.375 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,IRRF,MLP,1.0717601776123047,"108 5.099713e+06 109 4.732121e+06 110 5.327383e+06 111 5.981791e+06 112 5.413356e+06 113 6.199976e+06 114 6.329033e+06 115 5.655438e+06 116 5.964801e+06 117 6.055520e+06 118 6.198216e+06 119 8.999413e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do FPM,AR,1.310312032699585,"108 11522235.0 109 16457504.0 110 9027868.0 111 7865738.0 112 11522235.0 113 8291573.0 114 16457504.0 115 9028245.0 116 9524722.0 117 9027868.0 118 11522235.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,HWES,1.8609557151794434,"108 16110436.0 109 14817533.0 110 15735459.0 111 16094148.0 112 16161650.0 113 16179829.0 114 16676052.0 115 18206546.0 116 18206546.0 117 18420488.0 118 18083960.0 119 18420484.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,AR,1.8563601970672607,"108 6468915.000 109 4692568.000 110 6980026.500 111 7355494.500 112 4760967.000 113 4810383.500 114 2888120.500 115 2887601.750 116 2132878.500 117 1170436.875 118 1449634.250 119 7345732.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ITR,HWES,1.5906333923339844,"100 1852.520996 101 1672.511963 102 1672.511963 103 1699.860352 104 1697.956299 105 1699.860352 106 1697.956299 107 1699.860352 108 4094.165527 109 12788.539062 110 4083.411377 111 3109.964111 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Transferencias LC 61_1989,XGBoost,1.0036256313323975,"108 127478.843750 109 112977.648438 110 140960.156250 111 138022.750000 112 141379.515625 113 161377.921875 114 164177.359375 115 135587.937500 116 139485.250000 117 139077.046875 118 134568.921875 119 135164.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,SARIMAX,1.722665786743164,"104 5299.408203 105 6662.179199 106 37304.636719 107 15251.806641 108 13294.839844 109 48050.296875 110 8154.522949 111 9419.386719 112 9289.653320 113 7151.770020 114 2276.753174 115 8091.459473 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,XGBoost,2.1805715560913086,"108 38198.171875 109 41971.140625 110 47376.441406 111 41971.140625 112 47376.007812 113 47376.007812 114 52201.058594 115 47375.781250 116 35681.351562 117 47376.007812 118 47375.781250 119 39762.761719 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,MLP,2.0171058177948,"104 224525.529882 105 258598.107147 106 299221.627608 107 344949.913602 108 400211.347909 109 463591.737500 110 531095.021372 111 561064.855020 112 549231.921869 113 610547.068456 114 704753.731591 115 807524.924007 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IRRF,SARIMAX,1.4255826473236084,"108 109411.304688 109 64409.578125 110 109411.304688 111 109411.304688 112 109411.304688 113 109411.304688 114 109411.304688 115 109411.304688 116 109411.304688 117 109411.304688 118 109411.304688 119 109411.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do FPM,HWES,1.2616069316864014,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,HWES,1.245898723602295,"108 9.692936e+05 109 8.936914e+05 110 8.971775e+05 111 9.616168e+05 112 1.009187e+06 113 9.488016e+05 114 9.616088e+05 115 9.617039e+05 116 9.617039e+05 117 9.632544e+05 118 9.617392e+05 119 9.632544e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,AR,1.611426830291748,"108 121482.593750 109 72381.976562 110 96274.156250 111 88504.367188 112 72727.117188 113 19155.144531 114 15453.046875 115 14785.722656 116 14398.800781 117 16239.001953 118 14723.666992 119 121613.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ITR,MLP,2.8679471015930176,"96 31752.888558 97 37484.628635 98 46303.722456 99 54815.343974 100 66266.358660 101 78868.892474 102 94753.516467 103 114851.782422 104 160612.672008 105 231363.387805 106 146359.002452 107 171804.826467 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Transferencias LC 61_1989,HWES,1.900223970413208,"108 7666.396484 109 6809.569336 110 7380.004395 111 9452.071289 112 5678.847656 113 8931.912109 114 6930.165039 115 6026.484863 116 8523.599609 117 7777.320801 118 9898.429688 119 6825.378418 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,IPTU,SARIMAX,1.0631155967712402,"99 6.568580e+04 100 9.808127e+04 101 2.321342e+05 102 1.311704e+06 103 2.494906e+05 104 2.637223e+05 105 2.637223e+05 106 1.204508e+06 107 1.185571e+06 108 1.188552e+06 109 1.182532e+06 110 1.189968e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,ISS,MLP,0.9461889266967773,"108 178072.857582 109 171769.383927 110 170787.011742 111 178322.959647 112 203313.447443 113 171705.130532 114 183863.750973 115 188500.824818 116 167652.856886 117 173632.886399 118 175827.568720 119 173647.210023 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,ITBI,SES,1.898667573928833,"108 47352.855469 109 45364.984375 110 46623.171875 111 49971.695312 112 46445.238281 113 46494.386719 114 44709.359375 115 46444.800781 116 38010.781250 117 37938.082031 118 24014.373047 119 39897.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,IRRF,MLP,1.6419684886932373,"108 78522.979207 109 81166.950312 110 83402.682389 111 142338.671161 112 88449.124444 113 83335.498857 114 82599.373071 115 84976.414742 116 83925.340844 117 85390.922076 118 87533.032812 119 292356.434528 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do FPM,AR,1.236328125,"108 1.074139e+06 109 2.525043e+06 110 9.631348e+05 111 1.387993e+06 112 1.442737e+06 113 1.603952e+06 114 1.449138e+06 115 9.543422e+05 116 1.012246e+06 117 9.780858e+05 118 1.749710e+06 119 2.589550e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,SES,1.0637001991271973,"108 848787.6250 109 897712.7500 110 979583.6875 111 799859.0000 112 796792.8125 113 849453.8125 114 797782.3750 115 778634.2500 116 787762.3750 117 785025.9375 118 779779.9375 119 838712.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,HWES,1.7460010051727295,"105 317517.500000 106 288257.937500 107 140874.437500 108 230526.031250 109 314862.656250 110 294731.312500 111 292958.437500 112 287515.718750 113 174379.703125 114 197006.984375 115 199567.421875 116 651198.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do ITR,XGBoost,2.4365956783294678,"102 3144.705566 103 6926.834961 104 3109.439941 105 2370.063965 106 6834.045898 107 66907.507812 108 66913.078125 109 76506.585938 110 179770.203125 111 179767.859375 112 76643.164062 113 76743.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Transferencias LC 61_1989,XGBoost,1.5905508995056152,"108 10826.779297 109 11754.125977 110 11973.898438 111 11300.747070 112 11824.365234 113 11890.632812 114 10727.058594 115 11775.393555 116 11519.659180 117 12255.233398 118 12900.411133 119 11883.497070 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,IPTU,AR,3.0075736045837402,"108 136282.984375 109 304959.906250 110 670523.750000 111 200211.515625 112 151171.843750 113 162683.234375 114 136282.968750 115 162683.234375 116 151171.843750 117 149607.843750 118 305347.375000 119 158852.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,ISS,SARIMAX,1.1242616176605225,"108 213972.625000 109 181200.218750 110 209097.000000 111 210281.984375 112 213539.156250 113 213539.156250 114 207662.171875 115 213537.781250 116 213539.156250 117 209565.062500 118 209565.062500 119 213537.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,ITBI,MLP,1.329289436340332,"108 129881.239319 109 128802.030950 110 146394.574108 111 127305.851485 112 147406.610702 113 133043.112156 114 159420.207623 115 201761.154843 116 138599.812610 117 219533.605129 118 137804.599751 119 130392.156558 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,IRRF,HWES,2.212803840637207,"108 560676.0000 109 560676.0000 110 560676.0000 111 551330.5000 112 551330.5000 113 551330.5000 114 551330.5000 115 551330.5000 116 547510.5625 117 560676.0000 118 547510.5625 119 560676.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do FPM,MLP,1.149658441543579,"108 2.315716e+06 109 2.734866e+06 110 2.432806e+06 111 2.598003e+06 112 2.743060e+06 113 2.670350e+06 114 3.107808e+06 115 2.510840e+06 116 2.553161e+06 117 2.501482e+06 118 3.837326e+06 119 3.565485e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,HWES,1.0440611839294434,"108 2102066.00 109 2533066.50 110 2340477.75 111 2501987.25 112 2464450.50 113 2445525.50 114 2507005.50 115 2464139.75 116 2464139.75 117 2465646.75 118 2505994.25 119 2465646.75 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,AR,1.632035255432129,"108 523262.750000 109 205923.406250 110 438354.843750 111 523584.218750 112 432034.187500 113 194158.562500 114 132046.796875 115 93756.757812 116 50469.214844 117 50469.324219 118 31107.091797 119 447300.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,2.530529737472534,"96 9900.767578 97 30867.447266 98 27161.867188 99 121864.343750 100 128291.898438 101 23763.169922 102 26236.369141 103 26231.171875 104 26562.414062 105 26618.714844 106 26236.369141 107 26625.849609 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,ISS,XGBoost,1.8452892303466797,"108 21460.671875 109 17776.287109 110 18397.949219 111 18224.705078 112 18342.085938 113 18753.322266 114 18396.296875 115 22105.289062 116 18394.599609 117 18507.427734 118 18505.347656 119 17594.267578 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,ITBI,XGBoost,2.184443473815918,"103 9253.239258 104 3449.611572 105 9253.239258 106 12767.067383 107 4331.709961 108 4367.194824 109 9253.239258 110 988.557434 111 5869.349121 112 8249.754883 113 3678.525879 114 7789.247070 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,IRRF,HWES,2.319796085357666,"98 44362.203125 99 38766.867188 100 41837.468750 101 43363.496094 102 42253.730469 103 42273.207031 104 44301.960938 105 44301.960938 106 44301.960938 107 41764.621094 108 41837.468750 109 42273.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do FPM,AR,1.216209888458252,"108 1.384093e+06 109 1.893749e+06 110 1.101066e+06 111 1.149129e+06 112 1.384124e+06 113 1.384420e+06 114 1.384124e+06 115 1.101066e+06 116 1.101066e+06 117 9.688572e+05 118 1.384124e+06 119 1.893749e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,HWES,1.4150798320770264,"108 844246.8750 109 755294.8125 110 777223.3750 111 856382.9375 112 895054.4375 113 846908.4375 114 856194.9375 115 894954.5000 116 897258.1250 117 897258.1250 118 856392.1250 119 895056.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,AR,2.0034120082855225,"108 151061.718750 109 33415.199219 110 33853.648438 111 49390.386719 112 53279.972656 113 12366.265625 114 12366.265625 115 8595.204102 116 8484.490234 117 8077.005859 118 9701.424805 119 150970.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ITR,XGBoost,1.2768301963806152,"81 553.509094 82 1095.432373 83 1061.374023 84 255.297638 85 98.868988 86 82.826294 87 1024.522095 88 1056.673462 89 134.573318 90 118.856903 91 711.946411 92 1056.673462 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Transferencias LC 61_1989,HWES,2.35981822013855,"108 7486.525879 109 6914.849121 110 7021.171387 111 8330.279297 112 8262.151367 113 7897.582520 114 7836.515625 115 7715.400879 116 7377.990234 117 8063.804199 118 7489.685059 119 8648.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,IPTU,Prophet,3.5792160034179688,"83 9.358321e+04 84 8.768995e+04 85 1.216485e+05 86 8.078467e+04 87 1.466860e+05 88 1.305560e+06 89 1.073783e+05 90 1.073783e+05 91 1.058263e+05 92 2.700932e+05 93 6.525406e+04 94 7.432030e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,ISS,SARIMAX,1.1668097972869873,"92 398023.6250 93 401345.3125 94 401345.3125 95 402435.8125 96 401345.3125 97 401345.3125 98 401345.3125 99 398607.0000 100 401345.3125 101 401345.3125 102 398607.0000 103 398607.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,ITBI,MLP,1.2754967212677002,"92 75105.537183 93 75400.093977 94 82750.307055 95 86978.643737 96 87388.101675 97 140269.390540 98 74370.671910 99 73805.840246 100 76624.644137 101 78298.351129 102 81897.541760 103 82525.935025 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,IRRF,SARIMAX,1.1078293323516846,"92 520375.0625 93 520320.2500 94 520359.4375 95 520359.4375 96 520359.4375 97 520359.4375 98 520359.4375 99 531063.8125 100 520359.4375 101 520359.4375 102 520359.4375 103 526629.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do FPM,SARIMAX,1.0764567852020264,"92 2764735.50 93 4418794.00 94 2734989.75 95 2802429.75 96 2764716.50 97 2860498.75 98 2764716.50 99 2734989.75 100 2734989.75 101 2369776.75 102 2764716.50 103 4418774.50 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,SARIMAX,1.2153682708740234,"92 1.240058e+06 93 1.044515e+06 94 1.033142e+06 95 1.040290e+06 96 1.023543e+06 97 1.041321e+06 98 1.040192e+06 99 1.051728e+06 100 1.059098e+06 101 1.069697e+06 102 1.011024e+06 103 1.075158e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,SARIMAX,2.092444658279419,"92 671626.500000 93 220048.109375 94 361369.781250 95 671626.500000 96 654389.312500 97 218613.265625 98 207417.265625 99 171682.453125 100 158189.578125 101 156817.937500 102 157253.859375 103 669170.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ITR,AR,1.9430797100067139,"89 300.762421 90 289.579254 91 313.228058 92 294.884186 93 296.260681 94 300.762421 95 294.610504 96 300.762421 97 300.594849 98 8034.522461 99 527.260315 100 195.592453 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Transferencias LC 61_1989,SES,1.1347815990447998,"92 11318.122070 93 11021.782227 94 15055.363281 95 12235.235352 96 12235.235352 97 12318.726562 98 12318.726562 99 12365.220703 100 12318.726562 101 8272.217773 102 12234.318359 103 12587.208008 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,IPTU,XGBoost,2.8887007236480713,"102 36738.484375 103 36221.433594 104 37741.003906 105 36221.433594 106 18771.380859 107 18771.380859 108 13024.351562 109 13085.871094 110 1111.716553 111 944.357178 112 3003.457031 113 3602.139893 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,ISS,AR,2.0174245834350586,"108 89996.265625 109 89839.546875 110 89996.882812 111 90101.226562 112 90101.226562 113 90156.218750 114 89997.304688 115 90156.218750 116 90251.187500 117 89412.296875 118 89641.890625 119 89412.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,ITBI,HWES,1.4866611957550049,"108 49265.933594 109 49264.769531 110 48548.167969 111 49015.476562 112 49673.906250 113 49673.906250 114 52646.207031 115 52646.207031 116 49673.906250 117 52646.207031 118 49232.085938 119 52646.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,IRRF,SARIMAX,1.2529895305633545,"108 183130.750000 109 172902.015625 110 172902.015625 111 183130.750000 112 183130.750000 113 183130.750000 114 183130.750000 115 183125.578125 116 183125.578125 117 183125.578125 118 183125.578125 119 360775.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do FPM,HWES,1.1794769763946533,"108 1295418.875 109 1893768.500 110 1115741.250 111 1150802.500 112 1295424.000 113 1319064.750 114 1295424.000 115 1115741.250 116 1115803.625 117 955163.750 118 1295424.000 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,HWES,0.9677002429962158,"108 4021192.50 109 3929189.00 110 4000040.75 111 3962873.50 112 4265173.00 113 3989809.75 114 4245746.00 115 4265173.00 116 4245746.00 117 4136850.50 118 3975252.75 119 4126001.25 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,AR,1.1284656524658203,"108 179592.656250 109 79806.429688 110 153001.578125 111 213205.734375 112 129944.312500 113 59127.160156 114 25233.890625 115 27571.416016 116 27571.416016 117 10045.162109 118 13998.780273 119 213218.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do ITR,SARIMAX,1.718200922012329,"101 1134.484619 102 1119.648926 103 1134.462036 104 1145.149902 105 1134.462036 106 1133.226440 107 1145.149902 108 1428.664062 109 8530.411133 110 8530.411133 111 1127.176880 112 1428.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,IPTU,SARIMAX,2.1383540630340576,"108 1.179016e+04 109 1.256974e+04 110 1.658842e+04 111 3.773762e+04 112 1.097495e+06 113 3.661612e+04 114 5.832712e+04 115 3.855909e+04 116 3.707127e+04 117 2.964621e+04 118 3.605443e+04 119 2.748841e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,ISS,MLP,1.2351958751678467,"108 99704.175684 109 94987.779319 110 103001.914575 111 104135.662743 112 97017.599462 113 105899.422820 114 97940.726204 115 100042.445581 116 100115.934692 117 107980.982456 118 103887.195654 119 99655.481616 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,ITBI,MLP,1.971745252609253,"96 33543.059609 97 40876.203547 98 38582.501028 99 38856.937622 100 40701.102711 101 38033.872268 102 38782.468988 103 41970.626411 104 40205.904112 105 62338.189094 106 39965.621746 107 53521.406255 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,IRRF,XGBoost,1.2494382858276367,"96 95864.906250 97 95864.953125 98 95865.187500 99 95865.187500 100 95865.187500 101 95865.187500 102 95864.953125 103 95865.187500 104 95865.187500 105 95865.187500 106 95865.187500 107 95865.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do FPM,HWES,1.2983295917510986,"108 1441127.000 109 1568174.375 110 1102589.250 111 1155998.625 112 1441180.625 113 1252074.750 114 1441179.125 115 1102589.250 116 1102589.250 117 954903.750 118 1568174.375 119 1568174.375 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,SARIMAX,1.02974271774292,"108 1137750.750 109 1080771.500 110 1072750.000 111 1138555.875 112 1132970.125 113 1137594.250 114 1137750.750 115 1138555.875 116 1138555.875 117 1132970.125 118 1137594.250 119 1132964.125 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,AR,1.7804579734802246,"108 302208.500000 109 80934.945312 110 83795.992188 111 146052.531250 112 92089.789062 113 60779.644531 114 115696.804688 115 18212.695312 116 18726.421875 117 10805.089844 118 10819.383789 119 469691.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do ITR,XGBoost,1.371443271636963,"91 59.124184 92 59.126522 93 10231.021484 94 7576.369141 95 3888.249268 96 8195.563477 97 10208.348633 98 249.394394 99 -192.741180 100 -192.784515 101 248.685898 102 8193.025391 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Transferencias LC 61_1989,SES,1.2190229892730713,"108 2891.762451 109 2891.762451 110 2891.762451 111 2891.762451 112 2891.762451 113 2891.762451 114 2891.762451 115 2891.762451 116 2891.762451 117 2956.901855 118 2891.762451 119 2891.762451 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,AR,1.9394452571868896,"89 2835.799072 90 5205.874512 91 4460.222168 92 7389.307129 93 13656.696289 94 10145.291016 95 6279.701660 96 118508.281250 97 154273.921875 98 12979.077148 99 22481.648438 100 12559.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,SARIMAX,3.0422325134277344,"108 32556.574219 109 32951.718750 110 31896.876953 111 31084.718750 112 33117.445312 113 31084.718750 114 41977.722656 115 32568.925781 116 30536.748047 117 41800.484375 118 32343.433594 119 31251.318359 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,XGBoost,1.653527021408081,"108 16243.982422 109 23628.148438 110 14743.467773 111 22551.468750 112 14389.641602 113 28178.634766 114 18720.625000 115 18645.027344 116 29857.781250 117 25816.408203 118 27712.359375 119 12381.375977 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,IRRF,MLP,3.235004186630249,"108 66266.992303 109 51005.814558 110 58384.211944 111 61729.399870 112 61877.256772 113 65671.017453 114 72244.273397 115 64227.390644 116 67366.641831 117 69250.708765 118 72059.872283 119 93440.310690 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do FPM,HWES,2.421814441680908,"108 1.180515e+06 109 1.893769e+06 110 1.043108e+06 111 1.129907e+06 112 1.180509e+06 113 1.215708e+06 114 1.180510e+06 115 1.043108e+06 116 1.043108e+06 117 9.227339e+05 118 1.180509e+06 119 1.893763e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,HWES,0.9635751247406006,"108 481793.87500 109 400396.90625 110 421839.96875 111 538729.50000 112 534665.31250 113 482498.31250 114 450704.62500 115 495437.34375 116 521473.03125 117 497867.12500 118 474693.46875 119 497867.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,MLP,1.8373067378997803,"108 266966.932700 109 73822.625417 110 309418.023802 111 237611.065256 112 100763.186320 113 45260.629134 114 42541.861059 115 31578.057248 116 37418.334968 117 36695.707283 118 25115.240275 119 150143.867712 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ITR,SES,1.8142945766448975,"97 174.704483 98 6964.232910 99 12994.513672 100 12777.152344 101 18190.972656 102 918.705444 103 557.666199 104 22.030409 105 190.590469 106 8209.600586 107 562.574463 108 18187.935547 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Transferencias LC 61_1989,HWES,1.300076961517334,"108 4600.172363 109 4323.862305 110 4683.677734 111 4687.380371 112 4699.002441 113 4649.865723 114 4685.814453 115 3834.601074 116 3849.831055 117 4416.597656 118 4701.268066 119 4615.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,IPTU,MLP,4.740927457809448,"108 2.966905e+07 109 4.270790e+06 110 1.991315e+06 111 1.671718e+06 112 1.706722e+06 113 2.474481e+06 114 2.086149e+06 115 2.374213e+06 116 2.535623e+06 117 3.760798e+06 118 1.760177e+06 119 1.826381e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,ISS,MLP,1.0641255378723145,"108 1.556382e+06 109 1.592265e+06 110 1.612724e+06 111 1.579744e+06 112 2.357762e+06 113 1.548805e+06 114 1.682081e+06 115 1.657724e+06 116 1.684061e+06 117 2.045881e+06 118 1.707665e+06 119 1.848762e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,ITBI,HWES,1.4292171001434326,"108 2025795.750 109 2220302.750 110 2135605.000 111 2026037.125 112 2223704.000 113 2223704.000 114 2026037.125 115 2026037.125 116 2039095.875 117 2099085.750 118 2099085.750 119 2019379.750 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,IRRF,MLP,1.0867211818695068,"107 1.069140e+06 108 1.157391e+06 109 1.300139e+06 110 1.116840e+06 111 1.733719e+06 112 1.342742e+06 113 1.359581e+06 114 1.351417e+06 115 1.268985e+06 116 1.398678e+06 117 1.037322e+06 118 2.290300e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do FPM,HWES,1.14190673828125,"108 3558351.25 109 5681305.50 110 4596784.00 111 3693944.00 112 3487113.25 113 3705749.75 114 3928763.00 115 4081800.00 116 4081800.00 117 4024096.00 118 3928763.00 119 5354591.50 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,SES,1.1046836376190186,"108 1.641716e+06 109 1.521890e+06 110 1.450471e+06 111 8.199031e+05 112 1.807852e+06 113 1.584543e+06 114 1.441507e+06 115 1.579674e+06 116 1.579674e+06 117 1.706537e+06 118 1.539833e+06 119 8.263428e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,XGBoost,2.028250217437744,"104 4.122511e+05 105 1.077425e+06 106 1.077425e+06 107 1.058486e+06 108 1.007838e+06 109 1.711877e+06 110 1.689934e+06 111 1.742271e+06 112 1.786948e+06 113 1.748098e+06 114 1.753848e+06 115 1.081492e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do ITR,SARIMAX,2.4028396606445312,"103 433.989899 104 701.790405 105 374.007019 106 361.918304 107 454.989014 108 452.505920 109 764.438477 110 863.060120 111 11002.425781 112 12478.916016 113 612.930664 114 431.614563 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Transferencias LC 61_1989,SES,2.5635640621185303,"96 15510.380859 97 13354.413086 98 14718.412109 99 15657.252930 100 15311.306641 101 14233.164062 102 14058.821289 103 15366.775391 104 14231.048828 105 14190.839844 106 14718.412109 107 15470.626953 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,2.60452938079834,"96 34881.804688 97 165099.109375 98 677889.875000 99 34868.148438 100 41575.593750 101 35012.527344 102 44695.949219 103 40199.675781 104 36344.875000 105 36409.957031 106 36409.957031 107 40199.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,SARIMAX,0.9951698780059814,"96 140495.437500 97 120283.835938 98 120283.835938 99 120562.859375 100 140495.437500 101 120562.859375 102 120283.835938 103 120283.835938 104 120283.835938 105 120283.835938 106 120283.835938 107 120283.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,MLP,3.2798666954040527,"96 35057.348329 97 30373.728261 98 35913.325335 99 35600.859557 100 31859.857025 101 35564.249752 102 36306.319239 103 39444.689115 104 50163.890847 105 33083.998232 106 36760.017205 107 33585.576342 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,IRRF,XGBoost,1.6512315273284912,"96 195682.453125 97 195689.671875 98 195719.453125 99 195719.453125 100 195839.640625 101 195839.640625 102 195839.640625 103 195839.640625 104 195839.640625 105 195839.640625 106 195839.640625 107 195839.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9730095863342285,"96 1631351.875 97 2415341.500 98 1517211.500 99 1631351.875 100 2378017.000 101 1631351.875 102 2415341.500 103 1631351.875 104 1630180.250 105 1566270.375 106 2415330.250 107 2415341.500 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,HWES,1.3690433502197266,"96 1276643.750 97 1435885.000 98 1440611.875 99 1424574.000 100 1430415.750 101 1424574.000 102 1424522.750 103 1439285.250 104 1432291.125 105 1438178.000 106 1483533.125 107 1505785.625 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,2.4583845138549805,"96 5.281152e+05 97 2.097776e+05 98 2.589673e+05 99 4.916355e+05 100 3.370661e+05 101 1.527637e+05 102 1.373956e+05 103 1.244773e+05 104 1.331135e+05 105 1.213559e+05 106 1.079824e+05 107 1.518170e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ITR,XGBoost,2.044612407684326,"96 1359.040894 97 400.524506 98 76.719505 99 1307.320435 100 377.530182 101 679.818298 102 76.720901 103 1341.009399 104 5375.789062 105 14707.873047 106 377.530182 107 382.532867 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Transferencias LC 61_1989,AR,0.9297780990600586,"96 11653.746094 97 12952.004883 98 13776.013672 99 12560.109375 100 12996.196289 101 13035.613281 102 12974.243164 103 12696.083984 104 12999.706055 105 11861.432617 106 12697.081055 107 12229.279297 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,IPTU,AR,1.7852318286895752,"107 2361.973877 108 6010.222656 109 3677.633545 110 28792.074219 111 31833.906250 112 6409.856445 113 6740.358887 114 3235.259766 115 3337.466797 116 4998.987305 117 1324.563232 118 1752.904663 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,ISS,SARIMAX,1.5173335075378418,"108 23754.431641 109 21962.570312 110 22030.183594 111 20779.673828 112 21658.972656 113 21692.396484 114 21658.972656 115 23779.294922 116 21658.972656 117 23779.294922 118 21350.470703 119 21350.470703 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,ITBI,SARIMAX,1.5638971328735352,"103 2291.600586 104 3540.250977 105 5957.003418 106 3460.183105 107 6461.713867 108 3460.183105 109 3467.461182 110 5665.182617 111 5659.682617 112 5571.883301 113 3985.559082 114 4274.137207 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,IRRF,SARIMAX,1.4470558166503906,"108 53473.500000 109 58798.371094 110 58749.550781 111 58749.550781 112 58798.371094 113 55794.242188 114 58749.550781 115 58760.785156 116 58749.550781 117 55839.359375 118 55794.234375 119 58760.785156 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do FPM,HWES,1.1464638710021973,"108 1.529737e+06 109 1.893921e+06 110 1.393896e+06 111 1.144369e+06 112 1.530541e+06 113 1.557963e+06 114 1.530541e+06 115 1.393896e+06 116 1.127814e+06 117 9.117439e+05 118 1.530541e+06 119 1.893921e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,HWES,0.9498691558837891,"108 533015.81250 109 480425.40625 110 480638.21875 111 537118.12500 112 534044.50000 113 531388.68750 114 533015.81250 115 538661.18750 116 538661.18750 117 534044.50000 118 533015.81250 119 534044.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,AR,3.4970083236694336,"108 90994.101562 109 29139.935547 110 30478.542969 111 80130.710938 112 29015.910156 113 32100.552734 114 7376.313965 115 8645.986328 116 8645.986328 117 3695.011719 118 8174.556152 119 90980.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do ITR,XGBoost,2.018115997314453,"64 84.388016 65 84.388016 66 87.107765 67 132.567398 68 126.952873 69 115.769058 70 693.570496 71 88.035728 72 82.230217 73 75.573021 74 89.493256 75 55.857662 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Transferencias LC 61_1989,HWES,1.346780776977539,"108 4439.169434 109 4428.122559 110 4526.338379 111 4765.451172 112 4532.325195 113 4545.355469 114 4493.716309 115 4294.543945 116 4505.789062 117 4622.436035 118 4445.160156 119 5349.314453 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,IPTU,AR,1.699425458908081,"92 2481.520020 93 1749.520264 94 2356.736084 95 2356.559082 96 17045.007812 97 13625.826172 98 18716.744141 99 6966.931152 100 18281.423828 101 1210.784058 102 734.297302 103 383.635376 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,ISS,MLP,1.7808542251586914,"108 30111.061233 109 30398.540613 110 30731.515320 111 30735.472068 112 30833.997430 113 30582.972042 114 30424.917783 115 30751.328080 116 31125.922567 117 31218.436650 118 31650.475862 119 32151.565683 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,ITBI,XGBoost,1.8552944660186768,"104 22895.349609 105 28724.242188 106 23050.496094 107 26826.904297 108 29821.470703 109 29213.992188 110 43057.933594 111 26360.873047 112 43057.933594 113 26373.916016 114 29851.775391 115 29069.208984 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,IRRF,Prophet,3.4021592140197754,"98 59744.535156 99 84168.820312 100 84226.257812 101 84226.257812 102 84226.257812 103 84226.257812 104 83373.632812 105 84226.109375 106 84226.109375 107 84225.585938 108 84225.585938 109 84678.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do FPM,HWES,1.0330233573913574,"108 1397281.625 109 1893768.625 110 1057282.375 111 1145467.250 112 1399103.625 113 1412321.750 114 1399103.625 115 1057282.375 116 1081562.250 117 1057282.375 118 1399103.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,HWES,0.9463319778442383,"108 554542.62500 109 483595.21875 110 496442.03125 111 496364.84375 112 521496.75000 113 519575.59375 114 490078.46875 115 527722.43750 116 560455.81250 117 554368.00000 118 529470.68750 119 554421.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,XGBoost,0.9153292179107666,"96 104365.125000 97 72255.187500 98 81977.718750 99 104365.125000 100 54860.050781 101 73305.539062 102 82643.710938 103 68817.390625 104 68817.390625 105 68589.085938 106 68878.968750 107 105535.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ITR,SARIMAX,2.1015985012054443,"72 1462.195923 73 1368.937622 74 1446.591553 75 1337.825195 76 1337.966431 77 1379.098022 78 1495.172485 79 1065.048828 80 1090.566162 81 3482.380615 82 105.547409 83 7848.565918 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Transferencias LC 61_1989,HWES,1.3829596042633057,"108 4467.233398 109 5606.947754 110 3913.969238 111 4000.547607 112 4015.816895 113 4314.229492 114 4325.820312 115 4023.226562 116 4015.816895 117 4427.913574 118 4732.893066 119 4626.168945 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,IPTU,AR,3.151977777481079,"108 4.182101e+05 109 7.064447e+05 110 2.875144e+06 111 3.077986e+05 112 6.987708e+05 113 3.903641e+05 114 4.183726e+05 115 2.588553e+05 116 3.903369e+05 117 4.183726e+05 118 4.183726e+05 119 3.784683e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,ISS,MLP,1.184844732284546,"108 692472.831706 109 633128.959872 110 693423.450958 111 737112.239227 112 696818.727473 113 697830.620613 114 715612.590262 115 689681.678001 116 705219.197795 117 728483.034699 118 706503.520825 119 729638.972786 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,ITBI,SES,1.1724495887756348,"108 181036.609375 109 174412.156250 110 184865.515625 111 178477.984375 112 170639.593750 113 170639.593750 114 195194.796875 115 171682.968750 116 179949.453125 117 181590.703125 118 178616.578125 119 170639.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,IRRF,SARIMAX,1.4673957824707031,"108 432896.4375 109 432896.4375 110 432896.4375 111 432896.4375 112 432896.4375 113 432896.4375 114 432896.4375 115 432896.4375 116 432896.4375 117 432896.4375 118 432896.4375 119 757938.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do FPM,MLP,1.971797227859497,"108 3.001218e+06 109 3.497634e+06 110 2.738843e+06 111 2.928632e+06 112 3.094692e+06 113 3.005186e+06 114 3.366511e+06 115 1.793836e+06 116 3.915786e+06 117 2.795434e+06 118 3.159337e+06 119 4.041604e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,HWES,1.1698253154754639,"108 2271653.50 109 2274448.25 110 2275249.50 111 2425949.25 112 2334627.75 113 2425949.25 114 2425949.25 115 2334627.75 116 2331496.00 117 2425949.25 118 2333664.50 119 2331786.00 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,AR,1.7036409378051758,"108 1.222738e+06 109 2.584945e+05 110 4.023980e+05 111 8.238919e+05 112 8.586065e+05 113 9.098309e+04 114 2.666044e+05 115 1.299105e+05 116 7.113659e+04 117 4.142019e+04 118 7.836764e+04 119 1.222738e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ITR,XGBoost,2.6010093688964844,"95 133810.484375 96 71432.718750 97 71582.070312 98 71566.335938 99 71511.937500 100 71541.515625 101 71511.937500 102 71582.062500 103 133858.578125 104 133852.375000 105 71582.070312 106 71582.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,IPTU,XGBoost,2.330826997756958,"108 385451.968750 109 119217.562500 110 100681.390625 111 119197.992188 112 136208.140625 113 119242.531250 114 33693.085938 115 28203.087891 116 28478.347656 117 33649.976562 118 29046.662109 119 386257.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,ISS,SARIMAX,1.4962966442108154,"108 106732.156250 109 95711.328125 110 106732.156250 111 112048.531250 112 112048.531250 113 110914.507812 114 110623.078125 115 112116.757812 116 95897.757812 117 95877.640625 118 96118.125000 119 106732.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,ITBI,SES,1.7578349113464355,"108 17274.441406 109 3339.082764 110 8103.457031 111 27315.720703 112 22981.130859 113 22269.824219 114 14157.187500 115 15334.551758 116 22493.427734 117 23366.072266 118 3339.082764 119 28921.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,IRRF,SARIMAX,1.979902982711792,"108 131576.296875 109 132668.984375 110 132668.968750 111 132668.968750 112 132668.968750 113 132668.968750 114 132668.984375 115 132668.984375 116 132668.968750 117 132668.968750 118 132668.984375 119 132668.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do FPM,HWES,1.2076430320739746,"108 1.204261e+06 109 1.893772e+06 110 1.012622e+06 111 1.141934e+06 112 1.204301e+06 113 1.229468e+06 114 1.204301e+06 115 1.012622e+06 116 1.005211e+06 117 9.263065e+05 118 1.204301e+06 119 1.893772e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,HWES,0.9788210391998291,"108 1.120944e+06 109 8.923134e+05 110 8.918196e+05 111 1.085569e+06 112 1.109970e+06 113 1.030424e+06 114 1.058806e+06 115 1.080003e+06 116 1.080003e+06 117 1.082477e+06 118 1.098476e+06 119 1.082477e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,AR,2.0290932655334473,"108 278014.437500 109 126608.421875 110 124560.804688 111 205574.187500 112 124560.804688 113 45848.218750 114 37953.074219 115 45574.773438 116 34104.007812 117 31646.216797 118 6108.021484 119 251164.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do ITR,XGBoost,2.561018705368042,"94 206.508072 95 302.113251 96 1332.622559 97 1769.756104 98 319.570892 99 318.326630 100 302.945587 101 3723.462646 102 267.024445 103 7052.861816 104 334.917786 105 353.159119 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Transferencias LC 61_1989,AR,1.5966408252716064,"60 8410.949219 61 8772.630859 62 9177.059570 63 9223.539062 64 8599.735352 65 9237.341797 66 9204.649414 67 8599.714844 68 9033.124023 69 9125.973633 70 9177.059570 71 10069.245117 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,IPTU,MLP,2.3410112857818604,"105 5.399349e+05 106 6.295350e+05 107 7.461081e+05 108 7.325146e+05 109 9.080487e+05 110 1.823558e+06 111 7.591094e+05 112 7.466893e+05 113 7.464866e+05 114 7.983325e+05 115 8.033215e+05 116 8.609973e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,ISS,SARIMAX,1.1289949417114258,"108 559296.9375 109 548452.5625 110 558856.6250 111 558851.8750 112 558851.8750 113 558827.5000 114 562956.1875 115 558851.8750 116 548088.6875 117 562956.1875 118 548088.6875 119 558851.8750 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,ITBI,SES,1.4402167797088623,"108 329582.562500 109 227931.859375 110 296838.187500 111 522619.125000 112 305711.843750 113 347386.437500 114 516305.343750 115 347386.437500 116 516305.343750 117 286787.312500 118 288357.187500 119 291693.187500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,IRRF,SARIMAX,1.0903465747833252,"60 678436.3750 61 678486.6250 62 678487.9375 63 678487.9375 64 678486.4375 65 678487.9375 66 678486.4375 67 678487.9375 68 678487.9375 69 678487.9375 70 678487.9375 71 678487.9375 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do FPM,HWES,1.0873091220855713,"108 2538464.500 109 3787537.250 110 2264968.750 111 2242456.500 112 2538464.500 113 2373132.000 114 2538464.500 115 2264968.750 116 2264968.750 117 1980019.375 118 2538464.500 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,HWES,1.1519701480865479,"108 3239358.25 109 3170338.75 110 3170794.25 111 3240867.25 112 3232234.50 113 3217618.25 114 3233036.75 115 3232237.25 116 3232237.25 117 3232234.50 118 3239358.25 119 3232234.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,AR,2.5377092361450195,"108 607412.000000 109 663903.625000 110 653747.312500 111 607566.312500 112 614014.000000 113 227092.250000 114 203751.015625 115 109143.781250 116 51626.199219 117 51627.089844 118 51626.199219 119 614036.437500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ITR,AR,2.220005512237549,"84 4.749506e+04 85 8.127998e+04 86 4.932234e+04 87 1.709893e+04 88 1.659086e+04 89 1.659086e+04 90 1.709165e+04 91 1.659086e+04 92 2.513995e+05 93 1.146385e+06 94 1.067484e+05 95 1.963553e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Transferencias LC 61_1989,MLP,0.8127956390380859,"60 25631.313582 61 23405.757297 62 24130.421208 63 24755.140641 64 24457.787689 65 24948.790254 66 25071.857641 67 24368.239084 68 24610.107266 69 27063.851042 70 24106.226087 71 25174.666632 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,IPTU,Prophet,0.9639370441436768,"95 7209.549805 96 5312.605957 97 144126.812500 98 46724.160156 99 46592.398438 100 76084.726562 101 104898.250000 102 20594.863281 103 -499.267059 104 11147.800781 105 -1163.155762 106 21988.449219 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,ISS,SARIMAX,1.0882313251495361,"108 70310.710938 109 69776.492188 110 72363.703125 111 70677.703125 112 75971.039062 113 75971.039062 114 74638.523438 115 77534.968750 116 70677.703125 117 77534.968750 118 77176.085938 119 77176.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,ITBI,XGBoost,1.6350147724151611,"108 36878.808594 109 36941.531250 110 33483.937500 111 28117.566406 112 30270.472656 113 30265.761719 114 25119.613281 115 32511.593750 116 55944.347656 117 30270.472656 118 32831.421875 119 34769.097656 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,IRRF,SARIMAX,1.2842230796813965,"108 94420.187500 109 94579.085938 110 131188.421875 111 131188.421875 112 131188.421875 113 71432.109375 114 131116.015625 115 131116.015625 116 71432.109375 117 131188.421875 118 131116.015625 119 131188.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do FPM,HWES,1.2393794059753418,"108 1.229948e+06 109 1.893769e+06 110 1.104023e+06 111 1.149812e+06 112 1.230386e+06 113 1.241532e+06 114 1.230386e+06 115 1.104023e+06 116 1.104034e+06 117 9.565787e+05 118 1.230386e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,SARIMAX,1.0297584533691406,"108 1699099.125 109 1594608.250 110 1674593.250 111 1699491.125 112 1699491.125 113 1699099.125 114 1699091.875 115 1699491.125 116 1699491.125 117 1699491.125 118 1699099.125 119 1699316.625 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,AR,2.712770700454712,"108 481308.843750 109 154875.265625 110 155434.859375 111 159958.046875 112 159969.296875 113 72829.976562 114 115604.414062 115 111952.320312 116 112328.585938 117 113378.250000 118 114962.750000 119 481308.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ITR,XGBoost,1.4009559154510498,"77 583.884827 78 573.353027 79 1175.405151 80 862.023193 81 879.196167 82 507.243500 83 709.296509 84 510.767334 85 276.706360 86 278.089722 87 838.062195 88 579.574219 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,IPTU,HWES,1.7266826629638672,"105 37056.085938 106 34424.148438 107 148596.546875 108 255429.203125 109 124065.226562 110 124337.820312 111 124152.968750 112 109674.812500 113 9272.315430 114 13310.262695 115 13310.262695 116 4650.067383 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,ISS,SARIMAX,1.1880652904510498,"108 309191.968750 109 208989.078125 110 209697.671875 111 208989.078125 112 208989.078125 113 263371.343750 114 263371.343750 115 263371.343750 116 263371.343750 117 263371.343750 118 309191.968750 119 263371.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,ITBI,HWES,1.1557703018188477,"108 74392.914062 109 71289.320312 110 76771.507812 111 72196.125000 112 75994.781250 113 75994.765625 114 79435.210938 115 75340.601562 116 72153.429688 117 76254.703125 118 71838.601562 119 72595.804688 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,IRRF,MLP,1.4206414222717285,"108 124555.126431 109 111748.868030 110 123553.076290 111 122377.623469 112 120248.571846 113 119754.021892 114 120400.989174 115 118644.324908 116 120548.822801 117 119869.368214 118 121458.631421 119 139440.111756 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do FPM,AR,1.4042344093322754,"108 1662178.750 109 2590646.250 110 1677894.875 111 1871871.875 112 2400899.250 113 2382907.000 114 2779049.000 115 1679802.250 116 1679720.625 117 1597258.750 118 2400899.250 119 3156281.000 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,HWES,1.1008687019348145,"108 1555903.000 109 1420202.625 110 1528554.625 111 1481054.375 112 1471574.250 113 1550307.000 114 1481054.375 115 1631107.750 116 1631107.750 117 1631107.750 118 1659217.500 119 1471574.250 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,HWES,1.8529467582702637,"108 396898.875000 109 177637.234375 110 177637.406250 111 333250.968750 112 177637.406250 113 81255.281250 114 46794.644531 115 18534.259766 116 18534.259766 117 4163.667480 118 5361.593262 119 396898.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ITR,XGBoost,1.9089882373809814,"101 256.036957 102 4858.517090 103 4858.922363 104 4871.388184 105 4877.195312 106 4856.640137 107 4861.264160 108 4856.567383 109 269.634125 110 5680.706543 111 4893.569336 112 4853.579102 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Transferencias LC 61_1989,XGBoost,1.5215094089508057,"84 12591.575195 85 12864.895508 86 13091.214844 87 13373.373047 88 13489.102539 89 15757.666016 90 15795.728516 91 13725.366211 92 13701.009766 93 13367.663086 94 15678.182617 95 12962.775391 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,IPTU,XGBoost,1.6849019527435303,"91 740.998596 92 510.169312 93 13661.904297 94 4821.768066 95 8500.712891 96 1223.999146 97 854.099243 98 854.099243 99 428.905487 100 -282.239319 101 -234.353241 102 -186.104828 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,ISS,SARIMAX,2.264300584793091,"108 25365.994141 109 22483.507812 110 22230.865234 111 22242.193359 112 23293.742188 113 22244.312500 114 23267.703125 115 22305.386719 116 27958.865234 117 23249.066406 118 22437.294922 119 23585.974609 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,ITBI,SES,3.2637107372283936,"105 9578.475586 106 6842.161621 107 11008.040039 108 19117.529297 109 14457.320312 110 8394.052734 111 7191.799805 112 6857.181641 113 17863.490234 114 6710.191895 115 15728.957031 116 11359.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,IRRF,HWES,1.1741838455200195,"108 97203.750000 109 97644.507812 110 97644.507812 111 97210.515625 112 97644.507812 113 97644.507812 114 97210.515625 115 97644.507812 116 97203.750000 117 97644.507812 118 97644.507812 119 97644.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do FPM,HWES,1.2367925643920898,"108 1.189585e+06 109 1.893710e+06 110 1.054124e+06 111 1.148778e+06 112 1.189526e+06 113 1.229872e+06 114 1.189526e+06 115 1.054124e+06 116 1.054124e+06 117 9.280744e+05 118 1.189526e+06 119 1.893710e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,HWES,1.0618774890899658,"108 608051.0625 109 567725.2500 110 570100.3750 111 639760.0000 112 711617.3750 113 651360.7500 114 653984.3125 115 639760.0000 116 639760.0000 117 711572.4375 118 653957.2500 119 711572.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,HWES,1.736534595489502,"107 121139.625000 108 16179.848633 109 31531.808594 110 39551.332031 111 31531.808594 112 14694.755859 113 5418.757812 114 14694.755859 115 4950.024902 116 14694.755859 117 4772.322754 118 120988.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ITR,SES,1.6829512119293213,"58 1821.124146 59 -3.940560 60 -41.453423 61 -41.453423 62 -3.940560 63 15.484563 64 -16.388765 65 1108.734375 66 4056.715332 67 1145.446533 68 843.618042 69 23.916803 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Transferencias LC 61_1989,AR,1.7176108360290527,"72 4933.752930 73 5110.469238 74 5151.287598 75 5935.195801 76 5304.392578 77 5886.119629 78 5886.600586 79 5522.360352 80 5706.144531 81 5390.082031 82 5466.523926 83 5781.209473 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,MLP,2.562199831008911,"86 25299.574756 87 29322.337789 88 36153.417776 89 42640.393072 90 141271.329710 91 106018.805607 92 35484.005014 93 44398.165789 94 48749.339836 95 57044.959713 96 68292.977485 97 79210.606566 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,ISS,HWES,1.0828711986541748,"96 23426.312500 97 23357.847656 98 23356.761719 99 23356.761719 100 23357.781250 101 23380.484375 102 23357.708984 103 23380.484375 104 23357.847656 105 23356.820312 106 23357.847656 107 23356.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,XGBoost,1.685187816619873,"92 36958.320312 93 47377.640625 94 47216.355469 95 9767.824219 96 9774.394531 97 47035.480469 98 47377.640625 99 9823.494141 100 34531.847656 101 34198.148438 102 10798.598633 103 9702.186523 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,IRRF,XGBoost,1.7395246028900146,"96 64477.738281 97 64477.738281 98 64477.738281 99 64477.738281 100 64477.738281 101 64477.738281 102 64477.738281 103 64477.738281 104 64477.808594 105 64477.808594 106 64397.964844 107 64397.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do FPM,SARIMAX,1.30906081199646,"96 1147964.875 97 1811506.375 98 1040738.500 99 1147964.875 100 1803464.875 101 1147964.875 102 1811506.375 103 1147964.875 104 1153286.250 105 1041308.250 106 1811506.375 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,HWES,1.2284245491027832,"96 480335.31250 97 624682.81250 98 624682.81250 99 493457.28125 100 638230.81250 101 503644.09375 102 503644.09375 103 490693.62500 104 490620.03125 105 490622.65625 106 490622.31250 107 621870.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,SES,1.9022948741912842,"95 145764.859375 96 282527.906250 97 283689.531250 98 283705.687500 99 283690.375000 100 22109.347656 101 20873.708984 102 21712.011719 103 22137.404297 104 22199.980469 105 22183.759766 106 146865.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ITR,XGBoost,2.4495229721069336,"61 5003.270508 62 3121.239502 63 3155.392822 64 2538.300049 65 4381.166504 66 2549.822266 67 3851.092529 68 2538.300049 69 6253.025879 70 3808.823242 71 -133.064774 72 -211.173859 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,IPTU,HWES,1.6878244876861572,"100 9673.882812 101 9255.279297 102 14322.185547 103 17826.021484 104 9994.801758 105 13846.762695 106 59275.394531 107 59275.394531 108 14364.367188 109 10251.301758 110 14364.367188 111 14609.028320 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,ISS,XGBoost,1.6304824352264404,"108 18386.701172 109 18522.414062 110 18205.742188 111 18522.414062 112 17796.591797 113 17932.304688 114 21930.476562 115 21927.226562 116 21927.226562 117 22062.939453 118 22134.650391 119 22144.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,ITBI,AR,2.3348779678344727,"108 36188.312500 109 15373.371094 110 70883.820312 111 120754.046875 112 123318.460938 113 120960.445312 114 120960.804688 115 123238.882812 116 123168.609375 117 120609.734375 118 120609.734375 119 120081.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,IRRF,XGBoost,1.1154916286468506,"108 145824.156250 109 145939.062500 110 145938.484375 111 145939.062500 112 145938.484375 113 145939.062500 114 145939.062500 115 145939.062500 116 145938.218750 117 145938.484375 118 145939.062500 119 145938.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do FPM,SARIMAX,1.6989035606384277,"108 1893274.625 109 1893788.625 110 1290601.750 111 1208514.125 112 1893274.625 113 1893760.250 114 1893768.750 115 1290601.750 116 1290601.750 117 1116569.625 118 1893274.625 119 1893788.625 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,HWES,1.0050199031829834,"108 9.421478e+05 109 9.379082e+05 110 9.327315e+05 111 1.008457e+06 112 1.011059e+06 113 9.419216e+05 114 9.865758e+05 115 1.008386e+06 116 1.008386e+06 117 1.000946e+06 118 9.419216e+05 119 1.000892e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,SARIMAX,1.763767957687378,"106 92021.265625 107 92021.265625 108 46012.011719 109 48570.699219 110 92021.265625 111 48583.000000 112 46252.480469 113 32976.347656 114 72499.632812 115 72499.632812 116 73128.531250 117 92823.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do ITR,MLP,2.3256142139434814,"105 24098.717985 106 18471.271727 107 6466.212358 108 7278.157516 109 8684.397456 110 9491.879941 111 11677.614510 112 14151.495340 113 43926.668302 114 209255.665204 115 37941.051933 116 32835.269777 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Transferencias LC 61_1989,SARIMAX,1.027101993560791,"60 8476.022461 61 7879.876465 62 7862.217773 63 7852.893555 64 7836.110352 65 7836.333984 66 7836.367188 67 7826.641602 68 7796.178223 69 9432.396484 70 7862.217773 71 8200.436523 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,IPTU,HWES,1.8752529621124268,"100 120265.289062 101 177515.609375 102 177184.250000 103 177674.640625 104 177674.640625 105 176873.078125 106 120224.187500 107 120223.390625 108 177184.250000 109 176873.078125 110 177119.453125 111 176695.703125 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,ISS,MLP,1.7452178001403809,"108 35419.500996 109 45790.871822 110 35859.325289 111 39883.014756 112 37634.191452 113 40358.259623 114 60962.769628 115 47876.283938 116 49026.563513 117 43227.235973 118 39216.437643 119 82482.764845 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,ITBI,HWES,2.5726473331451416,"102 24691.884766 103 25140.068359 104 24607.851562 105 25121.593750 106 72403.609375 107 74499.156250 108 74570.164062 109 74798.984375 110 74090.492188 111 73705.468750 112 74036.992188 113 74570.164062 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,IRRF,XGBoost,1.3264415264129639,"108 94552.242188 109 73165.312500 110 73165.312500 111 73165.312500 112 73165.312500 113 73165.312500 114 73165.312500 115 73165.312500 116 73165.312500 117 79724.554688 118 73165.312500 119 73165.312500 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do FPM,HWES,1.2311031818389893,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,SES,0.95163893699646,"108 459211.34375 109 449667.84375 110 453025.03125 111 439942.68750 112 488346.53125 113 492119.06250 114 443728.75000 115 493326.81250 116 491403.12500 117 497541.46875 118 453941.68750 119 497076.50000 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,AR,1.6633729934692383,"108 137846.703125 109 17135.714844 110 90450.265625 111 86995.132812 112 15181.949219 113 23255.175781 114 17450.046875 115 18029.519531 116 -28643.988281 117 5466.975586 118 -24154.275391 119 211499.062500 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ITR,XGBoost,1.2122931480407715,"56 1289.342773 57 1290.056885 58 1289.267822 59 1290.631104 60 1287.418213 61 1290.631104 62 1289.337769 63 1289.488159 64 1289.342773 65 1289.267822 66 1289.488159 67 1289.342773 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Transferencias LC 61_1989,XGBoost,1.50388765335083,"84 3463.782471 85 3626.018799 86 3568.801758 87 3968.137207 88 3908.513184 89 4031.677734 90 3988.326416 91 3626.179932 92 3974.761475 93 4209.669922 94 3568.801758 95 3601.145508 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,IPTU,SARIMAX,3.1145095825195312,"92 22487.935547 93 15808.392578 94 18978.716797 95 17469.140625 96 15585.751953 97 28329.832031 98 188684.578125 99 12551.675781 100 91369.078125 101 22772.246094 102 20809.607422 103 57881.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,ISS,SARIMAX,1.324103832244873,"96 159449.421875 97 159449.421875 98 159449.421875 99 159281.968750 100 156082.796875 101 158801.718750 102 159281.968750 103 159449.421875 104 159281.968750 105 159449.421875 106 163024.875000 107 153620.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,ITBI,MLP,1.5024316310882568,"90 36181.251966 91 34647.001390 92 34238.004219 93 37767.810103 94 32950.629156 95 32915.033261 96 33568.346982 97 33903.364055 98 37109.215812 99 37369.225147 100 40526.092697 101 40478.998333 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,IRRF,MLP,1.7022380828857422,"96 42802.945006 97 43225.448893 98 42082.011233 99 43068.118530 100 43218.401115 101 42173.961112 102 42494.497276 103 43174.421497 104 43836.680173 105 43688.202685 106 43517.662325 107 53920.807450 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do FPM,SARIMAX,0.9992079734802246,"96 1558171.625 97 1963138.750 98 1402395.625 99 1556980.500 100 1963138.750 101 1556980.500 102 1963138.750 103 1556980.500 104 1402395.625 105 1402395.625 106 1963138.750 107 1963138.750 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,MLP,1.091111183166504,"90 862140.546329 91 741612.904938 92 680795.585093 93 719983.040918 94 772721.174587 95 774784.876431 96 644192.335882 97 701085.829222 98 721711.175528 99 694321.856722 100 756809.744010 101 692318.365208 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,XGBoost,1.3604423999786377,"90 10968.886719 91 9610.792969 92 8328.834961 93 6209.614258 94 9613.417969 95 226854.671875 96 166172.312500 97 69847.171875 98 113648.687500 99 226854.671875 100 113851.937500 101 43968.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ITR,XGBoost,2.03067946434021,"93 8482.752930 94 6625.345703 95 6625.345703 96 6821.278809 97 6547.855957 98 6797.249023 99 6904.228516 100 6070.554199 101 10040.416992 102 19832.972656 103 9164.602539 104 9164.373047 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Transferencias LC 61_1989,HWES,1.1852333545684814,"54 5229.817871 55 5665.874512 56 5312.132812 57 5312.143066 58 5280.044922 59 5252.101074 60 5643.265137 61 5280.047852 62 5271.584473 63 5288.895020 64 5675.244629 65 5675.244629 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,AR,2.5760860443115234,"85 5793.326660 86 6151.591309 87 5440.586914 88 7153.861328 89 5430.477051 90 7591.425293 91 12184.847656 92 27326.644531 93 86291.765625 94 27169.703125 95 27139.982422 96 74195.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,MLP,2.9561502933502197,"108 17899.268631 109 18135.495597 110 18200.450082 111 18035.430571 112 17800.110996 113 17788.182103 114 17929.534744 115 18050.863457 116 18217.435975 117 18039.532796 118 18155.610160 119 18030.790236 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,XGBoost,1.4490628242492676,"105 19036.710938 106 3605.315674 107 3686.218262 108 17159.171875 109 5683.998047 110 21961.058594 111 20813.318359 112 17040.343750 113 19900.548828 114 9951.935547 115 4077.683105 116 21665.619141 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,IRRF,MLP,2.039827585220337,"108 15926.042180 109 41798.408239 110 53842.969622 111 55608.666624 112 55347.332683 113 51685.110205 114 52200.793663 115 53438.583572 116 52204.682354 117 61695.674914 118 60133.454085 119 169519.664056 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do FPM,HWES,1.5017149448394775,"108 1258090.625 109 1893768.625 110 1058947.875 111 1151942.625 112 1633968.250 113 1259834.875 114 1634253.375 115 1058947.875 116 1060895.250 117 1003023.375 118 1633968.250 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,HWES,0.9595468044281006,"108 677714.8750 109 531255.3750 110 660981.8750 111 708941.8750 112 720770.1875 113 668095.9375 114 665211.3125 115 714479.0000 116 714479.0000 117 720856.0625 118 673924.1875 119 715521.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,MLP,2.528282642364502,"101 60059.434776 102 29290.220055 103 45085.639042 104 41868.643611 105 33863.112672 106 27927.759070 107 26060.503218 108 26836.870325 109 28148.472005 110 30612.806767 111 34252.146112 112 55333.063740 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ITR,XGBoost,1.8617198467254639,"94 137.898102 95 138.868408 96 95.401917 97 195.912201 98 115.042488 99 190.054886 100 226.095352 101 1509.358154 102 2082.877197 103 2075.999268 104 36.683250 105 95.454620 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Transferencias LC 61_1989,SARIMAX,1.40938401222229,"108 6082.608887 109 4793.843262 110 5952.916504 111 6220.729980 112 6101.987793 113 5385.576172 114 5813.268555 115 5255.809082 116 5383.793945 117 5626.594727 118 5952.916504 119 6191.995117 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,IPTU,SARIMAX,2.322448492050171,"107 15800.343750 108 155364.453125 109 225275.234375 110 225289.750000 111 150775.859375 112 150775.859375 113 154436.343750 114 155433.140625 115 152987.390625 116 152874.546875 117 152987.390625 118 152205.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,ISS,SES,1.1558341979980469,"108 121884.710938 109 173466.546875 110 172073.468750 111 167746.859375 112 167755.000000 113 168028.218750 114 168020.156250 115 159668.640625 116 168055.703125 117 160058.468750 118 166126.765625 119 159967.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,ITBI,AR,1.9259231090545654,"106 31287.587891 107 30303.841797 108 29819.185547 109 30303.841797 110 29819.179688 111 31663.197266 112 27203.935547 113 24470.007812 114 26611.644531 115 27212.945312 116 22632.199219 117 27327.291016 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,IRRF,SARIMAX,2.091750144958496,"92 74256.382812 93 70263.359375 94 67228.234375 95 58139.203125 96 60575.585938 97 53210.714844 98 45774.472656 99 48077.300781 100 48279.175781 101 48279.175781 102 46537.621094 103 46537.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do FPM,HWES,1.0243585109710693,"108 1631720.875 109 3083441.500 110 1632895.250 111 1707721.375 112 2124619.000 113 2186960.250 114 3156280.750 115 1632895.250 116 1632900.250 117 1587699.125 118 2124619.000 119 3156280.750 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,HWES,1.0140628814697266,"108 1799694.375 109 1757913.750 110 1758449.125 111 1778641.625 112 1779968.375 113 1798390.250 114 1777343.000 115 1779680.500 116 1779680.500 117 1785181.250 118 1753118.625 119 1782255.250 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,AR,1.8695580959320068,"108 183263.656250 109 131795.500000 110 189827.343750 111 200560.046875 112 189213.859375 113 131866.984375 114 78181.171875 115 35146.695312 116 23282.611328 117 15643.047852 118 15798.039062 119 190685.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ITR,MLP,3.3725268840789795,"92 39847.103624 93 164226.281643 94 8360.150470 95 5812.084325 96 7950.352177 97 6279.881037 98 2293.518383 99 3790.400611 100 3445.593997 101 3344.930717 102 4396.125749 103 6137.906351 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Transferencias LC 61_1989,SES,1.3230223655700684,"84 11548.964844 85 11241.049805 86 11545.882812 87 11601.468750 88 11563.400391 89 11612.376953 90 12610.381836 91 11509.466797 92 11601.430664 93 7218.657715 94 11545.882812 95 12676.623047 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,IPTU,SARIMAX,2.521035671234131,"101 10402.873047 102 19140.808594 103 662675.562500 104 19101.277344 105 14027.080078 106 18614.376953 107 23720.531250 108 17977.033203 109 14347.955078 110 13671.777344 111 14130.829102 112 13643.577148 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,ISS,SARIMAX,1.9394748210906982,"108 70444.937500 109 53568.726562 110 62804.640625 111 62804.640625 112 62967.156250 113 62804.640625 114 50892.078125 115 59779.332031 116 53972.890625 117 51988.523438 118 62778.234375 119 64641.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,ITBI,XGBoost,2.3554344177246094,"108 19668.560547 109 20480.140625 110 23206.962891 111 21141.375000 112 17181.480469 113 22131.882812 114 21874.044922 115 16039.745117 116 17067.261719 117 23614.835938 118 18340.775391 119 17323.560547 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,IRRF,HWES,1.1594946384429932,"108 87992.453125 109 87646.039062 110 87638.281250 111 88094.132812 112 88094.132812 113 87646.039062 114 87923.093750 115 87923.093750 116 87638.281250 117 87637.046875 118 87663.554688 119 90954.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do FPM,HWES,3.1539227962493896,"108 1.228383e+06 109 1.893770e+06 110 1.047964e+06 111 1.142368e+06 112 1.228914e+06 113 1.244928e+06 114 1.228914e+06 115 1.047964e+06 116 1.046566e+06 117 9.284686e+05 118 1.228914e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,HWES,1.049487829208374,"108 1167192.750 109 1140673.250 110 1142114.125 111 1167194.000 112 1164837.875 113 1167192.625 114 1167194.000 115 1168830.125 116 1167194.000 117 1164837.875 118 1167192.750 119 1164837.875 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,XGBoost,1.8611969947814941,"108 308610.218750 109 66766.031250 110 314995.531250 111 269487.312500 112 260799.671875 113 55209.226562 114 17106.453125 115 21788.673828 116 21789.617188 117 10804.565430 118 12583.143555 119 396154.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ITR,SARIMAX,1.633519172668457,"102 220.697250 103 2384.841309 104 2388.626221 105 2382.343750 106 2762.863037 107 2762.019775 108 2792.980469 109 2762.743164 110 3422.619141 111 4242.485840 112 2762.455322 113 2766.090820 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Transferencias LC 61_1989,HWES,1.415876865386963,"108 10084.523438 109 8792.257812 110 9876.763672 111 10981.533203 112 10429.836914 113 10132.500000 114 10360.386719 115 10395.583984 116 11256.539062 117 10841.652344 118 9915.571289 119 10436.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,IPTU,HWES,1.6638431549072266,"101 8734.328125 102 4135.957520 103 7816.198730 104 30057.587891 105 8300.655273 106 13280.067383 107 13249.940430 108 7171.751953 109 5523.115234 110 5266.138184 111 13718.291992 112 11544.353516 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,ISS,SARIMAX,1.796372652053833,"108 11628.928711 109 10815.394531 110 10817.791016 111 11158.307617 112 15299.048828 113 15264.260742 114 15264.238281 115 15235.821289 116 15235.821289 117 15235.821289 118 15296.784180 119 11644.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,ITBI,SARIMAX,1.3349008560180664,"80 8056.688965 81 8818.756836 82 7467.543945 83 8003.420410 84 7543.633789 85 6768.550781 86 8058.673828 87 7998.677246 88 7520.105469 89 7580.921387 90 6742.967773 91 6743.702148 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,IRRF,MLP,2.0361711978912354,"108 36537.811323 109 36547.382979 110 41399.519061 111 38471.319773 112 36203.685394 113 37027.147757 114 36515.265544 115 40089.243599 116 36381.591945 117 38700.855436 118 37242.956873 119 45222.073320 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do FPM,HWES,1.1853318214416504,"108 1397032.125 109 1521857.750 110 1139930.875 111 1210063.750 112 1397032.125 113 1211944.000 114 1397032.125 115 1139930.875 116 1139930.875 117 946785.875 118 1397032.125 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,HWES,1.9430387020111084,"108 511639.34375 109 490099.90625 110 516732.28125 111 533372.37500 112 529565.00000 113 500200.15625 114 530306.43750 115 526648.75000 116 533372.37500 117 526648.75000 118 529565.00000 119 526648.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,SARIMAX,1.7458043098449707,"107 71361.843750 108 25085.212891 109 58210.792969 110 67733.851562 111 67733.851562 112 28594.681641 113 8015.258301 114 12738.051758 115 1921.116089 116 1715.339478 117 1715.339478 118 68376.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ITR,XGBoost,1.5507981777191162,"97 100.636635 98 94.580170 99 3375.810547 100 6835.411133 101 6881.484375 102 6880.224609 103 6882.356445 104 6880.373047 105 136.410950 106 136.074768 107 6880.857910 108 6880.224609 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,IPTU,SARIMAX,1.864029884338379,"108 1.245567e+05 109 5.203082e+05 110 3.383068e+06 111 6.141699e+05 112 6.617128e+05 113 6.554171e+05 114 6.141699e+05 115 5.620308e+05 116 6.698819e+05 117 5.203082e+05 118 5.203082e+05 119 5.203082e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,ISS,SARIMAX,1.2147369384765625,"108 1370495.375 109 1340973.000 110 1370497.625 111 1339686.500 112 1339686.500 113 1340848.250 114 1340848.250 115 1370495.375 116 1370495.375 117 1340848.250 118 1370495.375 119 1370495.375 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,ITBI,SES,1.0513293743133545,"108 268023.593750 109 232293.406250 110 465622.625000 111 200656.718750 112 259738.375000 113 259446.437500 114 512815.250000 115 260115.593750 116 286498.718750 117 243008.390625 118 365513.593750 119 167490.593750 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,IRRF,Prophet,1.8057341575622559,"108 8.869626e+05 109 9.281318e+05 110 9.305739e+05 111 9.281319e+05 112 1.787476e+06 113 9.227274e+05 114 9.281318e+05 115 9.305739e+05 116 1.787476e+06 117 1.094717e+06 118 1.094717e+06 119 1.787476e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do FPM,AR,1.514350175857544,"108 5063171.00 109 7575074.50 110 4554400.50 111 4738117.50 112 5043940.00 113 5063171.00 114 6468997.50 115 4554400.50 116 4554626.50 117 3846157.75 118 5043940.00 119 7575074.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,HWES,1.3852298259735107,"108 6474702.0 109 5661333.5 110 5651756.0 111 6460605.5 112 6655777.0 113 6335034.0 114 6460605.5 115 6511883.0 116 6511883.0 117 6655777.0 118 6336393.0 119 6655777.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,AR,1.87202787399292,"108 1.772646e+06 109 9.871849e+05 110 2.014371e+06 111 2.040164e+06 112 1.755624e+06 113 1.055679e+06 114 7.393778e+05 115 3.837395e+05 116 3.145440e+05 117 1.840651e+05 118 1.534754e+05 119 1.618667e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do ITR,SARIMAX,1.9895036220550537,"107 3.977459e+05 108 2.350691e+05 109 2.357718e+05 110 2.412834e+05 111 2.412834e+05 112 2.357718e+05 113 2.377260e+05 114 2.354781e+05 115 2.861143e+05 116 3.419306e+06 117 4.062257e+05 118 4.062257e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Transferencias LC 61_1989,AR,1.722748041152954,"88 52731.808594 89 44342.421875 90 45670.171875 91 49380.628906 92 42750.894531 93 52768.746094 94 57684.070312 95 42585.382812 96 56410.601562 97 48740.062500 98 54825.683594 99 70820.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,AR,1.792442798614502,"108 5465224.000 109 5547343.000 110 1438310.625 111 1435879.125 112 1435408.250 113 1598665.000 114 1285878.375 115 1220461.750 116 1220461.750 117 1435879.125 118 1165449.625 119 1257771.375 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,ISS,SARIMAX,1.5708415508270264,"108 3064135.5 109 3062379.0 110 3064135.5 111 3062379.0 112 3064135.5 113 3064135.5 114 3064135.5 115 3064135.5 116 3064135.5 117 3064135.5 118 3064135.5 119 3064135.5 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,SARIMAX,0.9339919090270996,"108 450542.15625 109 551227.68750 110 548823.37500 111 450939.93750 112 466511.43750 113 548823.37500 114 466511.43750 115 549189.12500 116 466825.56250 117 556651.56250 118 549188.37500 119 510755.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,IRRF,MLP,2.079897403717041,"108 3.022398e+06 109 3.163321e+06 110 3.285917e+06 111 3.342998e+06 112 3.336738e+06 113 3.367417e+06 114 3.406915e+06 115 3.453833e+06 116 3.491220e+06 117 3.479878e+06 118 3.501825e+06 119 3.422228e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do FPM,HWES,1.0232315063476562,"108 7499443.5 109 10850575.0 110 7432388.0 111 7056398.0 112 7500094.5 113 8165940.5 114 5928343.5 115 7432388.0 116 6109517.5 117 5900844.0 118 7500094.5 119 10850575.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,HWES,1.043677806854248,"108 10333191.0 109 10104648.0 110 10303545.0 111 10404393.0 112 10407422.0 113 10394304.0 114 10404381.0 115 10550789.0 116 10550789.0 117 10285400.0 118 10399364.0 119 10292092.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,AR,1.6928291320800781,"108 3.125366e+06 109 1.998580e+06 110 2.320072e+06 111 2.694764e+06 112 3.332219e+06 113 1.865110e+06 114 1.089570e+06 115 8.860398e+05 116 6.928706e+05 117 2.682620e+05 118 2.682566e+05 119 2.744601e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ITR,AR,1.4458715915679932,"79 1091.761230 80 1039.442139 81 1060.570923 82 993.402405 83 3565.643311 84 1372.809570 85 1454.949219 86 1058.292358 87 1060.438599 88 1390.690674 89 993.402405 90 993.402405 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Transferencias LC 61_1989,HWES,1.2757306098937988,"96 54488.214844 97 55203.125000 98 55314.667969 99 55406.371094 100 55314.964844 101 63267.523438 102 63544.691406 103 66782.140625 104 59172.605469 105 49699.976562 106 51687.718750 107 59985.582031 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,IPTU,SARIMAX,2.3747196197509766,"104 1744.812744 105 63443.066406 106 98323.734375 107 5040.517578 108 5040.517578 109 4828.530273 110 4595.126465 111 4825.444336 112 6911.717773 113 4552.416504 114 4846.511719 115 4551.229492 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,ISS,SARIMAX,2.042433023452759,"108 8102.620117 109 33952.167969 110 23253.222656 111 23253.222656 112 33958.468750 113 23253.222656 114 23253.222656 115 23253.222656 116 23253.222656 117 33951.777344 118 20729.529297 119 23253.222656 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,ITBI,AR,1.9577159881591797,"105 14127.155273 106 12600.004883 107 8166.994141 108 11239.870117 109 11588.946289 110 7161.927246 111 9766.772461 112 10068.451172 113 10480.968750 114 6391.791016 115 12386.663086 116 11356.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,IRRF,XGBoost,1.9736697673797607,"108 83698.343750 109 83282.789062 110 83346.234375 111 83346.234375 112 83346.234375 113 83346.234375 114 83346.234375 115 83346.234375 116 83346.812500 117 83346.812500 118 83366.562500 119 83346.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do FPM,HWES,1.113961935043335,"108 1843156.375 109 1843211.125 110 1843211.125 111 1832447.125 112 1843211.125 113 1843326.625 114 1845222.125 115 1077711.250 116 1077415.750 117 1093058.875 118 1843211.125 119 1893382.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,HWES,1.307403326034546,"108 372468.09375 109 371646.81250 110 371639.50000 111 374517.03125 112 364283.21875 113 372460.78125 114 371074.87500 115 459775.15625 116 350899.50000 117 398762.37500 118 372460.78125 119 404939.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,AR,2.4378085136413574,"108 103560.718750 109 9353.877930 110 77567.250000 111 77390.601562 112 105217.976562 113 15660.884766 114 7029.096680 115 40345.562500 116 8504.134766 117 7033.523438 118 8504.134766 119 102109.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do ITR,MLP,2.5884103775024414,"66 467.224771 67 537.701060 68 546.147080 69 466.564601 70 594.974061 71 560.016637 72 551.307544 73 530.546809 74 957.452753 75 2215.993804 76 4843.841574 77 385.574132 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Transferencias LC 61_1989,HWES,1.1106979846954346,"84 3495.396240 85 3561.922852 86 3878.211914 87 4004.946045 88 3951.494629 89 3488.968506 90 4119.355957 91 3493.264648 92 3546.750244 93 3529.311523 94 3878.211914 95 4473.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,IPTU,XGBoost,2.0013062953948975,"84 16213.632812 85 13644.962891 86 2256.772461 87 6416.044922 88 10087.849609 89 8015.131836 90 9876.033203 91 10043.624023 92 9699.801758 93 3889.358643 94 4026.679199 95 4705.598145 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,ISS,SARIMAX,1.2502319812774658,"88 31520.314453 89 31846.982422 90 31786.503906 91 31786.503906 92 31786.503906 93 31787.119141 94 31787.119141 95 31786.503906 96 31786.503906 97 31786.503906 98 32589.765625 99 31774.433594 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,ITBI,Prophet,1.3496451377868652,"84 10879.721680 85 7168.189453 86 19750.625000 87 7972.754883 88 11873.867188 89 4573.272461 90 20092.179688 91 7287.720215 92 7602.708496 93 8780.753906 94 25551.935547 95 7602.708496 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,IRRF,XGBoost,1.2860057353973389,"88 69624.148438 89 69624.148438 90 69640.867188 91 69640.867188 92 69640.867188 93 69640.867188 94 69624.226562 95 69640.867188 96 69700.328125 97 69700.328125 98 69700.328125 99 69700.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do FPM,SARIMAX,0.9441370964050293,"88 1757645.500 89 1811506.375 90 1218582.875 91 1757645.500 92 1758793.750 93 1757645.500 94 1811506.375 95 1757645.500 96 1218582.875 97 1280768.500 98 1811543.375 99 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,SES,1.0326073169708252,"88 679219.9375 89 678425.3750 90 709931.7500 91 679186.0000 92 709931.7500 93 679181.8125 94 679181.8125 95 678425.3750 96 678862.5000 97 678950.6250 98 678741.1875 99 710057.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,MLP,2.527045249938965,"88 106405.508907 89 37593.381562 90 57048.287745 91 71974.187623 92 61409.670325 93 35608.354351 94 35434.796253 95 33232.612076 96 31320.844645 97 29049.118031 98 30156.012497 99 177146.375065 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do ITR,XGBoost,1.938828945159912,"71 113.957962 72 658.550964 73 532.237183 74 662.789429 75 661.709106 76 747.337097 77 790.369202 78 1342.196777 79 525.819702 80 527.186584 81 748.026733 82 743.705505 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Transferencias LC 61_1989,AR,1.2110459804534912,"88 6306.488281 89 6622.180664 90 6011.720215 91 6306.575195 92 5974.739258 93 7576.616699 94 5663.541016 95 6810.641602 96 5960.818359 97 6309.691895 98 6803.875977 99 5656.637207 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,IPTU,XGBoost,2.2180824279785156,"104 138342.406250 105 138436.687500 106 134997.203125 107 135949.375000 108 120612.960938 109 41097.996094 110 41097.996094 111 34852.707031 112 122656.945312 113 52066.769531 114 56990.300781 115 36223.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,ISS,SARIMAX,1.257542610168457,"108 70788.054688 109 57496.726562 110 56980.304688 111 63616.664062 112 63311.878906 113 57215.250000 114 63311.878906 115 71289.835938 116 62731.125000 117 62774.722656 118 62774.722656 119 62774.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,ITBI,HWES,1.485060691833496,"108 41782.437500 109 65374.175781 110 49985.093750 111 32514.443359 112 79132.429688 113 53739.101562 114 35108.707031 115 53385.867188 116 53322.078125 117 61671.984375 118 32324.558594 119 66963.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,IRRF,SARIMAX,2.5519728660583496,"107 202057.015625 108 202057.015625 109 202057.015625 110 202057.015625 111 186479.921875 112 186479.921875 113 186479.921875 114 202057.015625 115 202057.015625 116 202057.015625 117 202057.015625 118 202057.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do FPM,HWES,1.1990103721618652,"108 9.485979e+05 109 1.881023e+06 110 8.560492e+05 111 9.536932e+05 112 1.888536e+06 113 1.888538e+06 114 1.888536e+06 115 9.537483e+05 116 9.537483e+05 117 9.034003e+05 118 1.888536e+06 119 1.895189e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,HWES,1.1754481792449951,"108 1397805.750 109 1420798.250 110 1414266.750 111 1414352.000 112 1616089.625 113 1434914.125 114 1440064.375 115 1623328.875 116 1672938.000 117 1654409.875 118 1468368.375 119 1654410.000 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,SARIMAX,1.068568468093872,"105 199822.359375 106 199822.359375 107 79131.281250 108 76986.101562 109 79131.281250 110 183746.234375 111 66040.937500 112 76833.101562 113 142078.656250 114 46113.750000 115 141166.390625 116 145077.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,IPTU,HWES,2.312417507171631,"107 41323.906250 108 71697.867188 109 113916.804688 110 392408.000000 111 42970.355469 112 24050.197266 113 11218.774414 114 24175.289062 115 11395.711914 116 22694.339844 117 9943.511719 118 9943.511719 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,1.1469237804412842,"108 68931.703125 109 68153.187500 110 68931.734375 111 69100.562500 112 68079.476562 113 69195.789062 114 68931.734375 115 69195.789062 116 69195.789062 117 72561.523438 118 72561.523438 119 72641.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,ITBI,SES,2.105377197265625,"108 17989.931641 109 13697.292969 110 7039.189941 111 19430.611328 112 24953.044922 113 24066.103516 114 19212.341797 115 19534.742188 116 19173.416016 117 19183.080078 118 19872.203125 119 19266.396484 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,IRRF,SARIMAX,1.078728199005127,"93 129581.921875 94 72432.273438 95 71149.765625 96 71149.656250 97 71149.765625 98 71149.765625 99 71149.765625 100 71149.765625 101 71149.765625 102 71149.765625 103 71149.765625 104 71149.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do FPM,HWES,2.0024540424346924,"108 1228310.625 109 1893768.875 110 1174919.875 111 1176874.750 112 1228671.875 113 1255536.875 114 1228671.875 115 1174919.875 116 1138957.750 117 1228310.625 118 1228671.875 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,HWES,1.1352481842041016,"108 1212863.250 109 1177437.750 110 1201922.375 111 1239992.375 112 1297083.250 113 1270259.875 114 1239992.375 115 1292582.875 116 1292577.750 117 1239992.375 118 1254362.875 119 1273782.625 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,AR,1.0877721309661865,"107 242201.671875 108 78942.523438 109 257024.968750 110 224934.734375 111 229817.140625 112 78940.828125 113 51528.632812 114 51528.632812 115 45919.515625 116 22842.464844 117 18809.441406 118 224934.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ITR,XGBoost,1.6081416606903076,"95 25.876514 96 268.583527 97 122.036659 98 32.038921 99 161.756973 100 77.112396 101 99.473976 102 131.473785 103 3076.314697 104 56.969376 105 125.647530 106 -26.210709 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Transferencias LC 61_1989,HWES,1.3916926383972168,"108 9790.187500 109 9849.463867 110 8567.348633 111 10636.871094 112 7900.120117 113 10667.448242 114 9867.121094 115 8558.841797 116 8731.954102 117 9914.428711 118 9406.458984 119 11825.324219 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,IPTU,XGBoost,1.6857173442840576,"108 46966176.0 109 152889648.0 110 45026040.0 111 45046080.0 112 44662064.0 113 44786968.0 114 44792468.0 115 44786780.0 116 44738892.0 117 44718764.0 118 44718288.0 119 44718764.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,ISS,SARIMAX,1.639627456665039,"108 136145168.0 109 125482888.0 110 140853808.0 111 136145168.0 112 140853808.0 113 136145168.0 114 136145168.0 115 136145168.0 116 136145168.0 117 136145168.0 118 136145168.0 119 136145168.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,ITBI,SES,2.2405099868774414,"108 25679424.0 109 23775882.0 110 31352186.0 111 25677880.0 112 31350048.0 113 25670618.0 114 25674922.0 115 34321144.0 116 25670618.0 117 25672756.0 118 25670028.0 119 31351512.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,IRRF,MLP,0.9721074104309082,"108 2.945824e+07 109 3.639112e+07 110 4.545576e+07 111 3.739028e+07 112 3.812017e+07 113 3.942954e+07 114 3.881402e+07 115 3.994997e+07 116 4.032294e+07 117 4.030549e+07 118 4.112727e+07 119 6.047742e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do FPM,HWES,3.8046600818634033,"108 51604412.0 109 57514072.0 110 33207548.0 111 51612784.0 112 46822784.0 113 52022304.0 114 46822784.0 115 33303408.0 116 33303408.0 117 34960268.0 118 38080876.0 119 54856980.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,AR,1.0093886852264404,"108 63732980.0 109 58577524.0 110 58595652.0 111 61751084.0 112 69630968.0 113 65097628.0 114 62822524.0 115 71048352.0 116 70533104.0 117 71259152.0 118 54882196.0 119 71281256.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,AR,1.5663301944732666,"108 64508228.0 109 28160674.0 110 28160674.0 111 51421912.0 112 47163732.0 113 23154298.0 114 19217984.0 115 12089752.0 116 8710394.0 117 7537242.0 118 4321974.5 119 57068168.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ITR,XGBoost,2.082608461380005,"108 27370.714844 109 23305.558594 110 23130.496094 111 46449.609375 112 23861.958984 113 27245.099609 114 23270.039062 115 23885.455078 116 23038.009766 117 23127.630859 118 23042.960938 119 23042.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Transferencias LC 61_1989,SES,0.9538083076477051,"108 596932.9375 109 589225.5000 110 588929.6875 111 586203.7500 112 589260.3125 113 586203.7500 114 592257.3125 115 589244.9375 116 589260.3125 117 624128.7500 118 588929.6875 119 598602.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,XGBoost,2.6647789478302,"102 1917.642944 103 2285.753662 104 3106.663574 105 1917.409180 106 2319.739258 107 1432.254150 108 1138.877808 109 627.653381 110 513.833252 111 520.248047 112 1838.438354 113 1838.438354 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,ISS,XGBoost,2.649517774581909,"102 9560.744141 103 9560.744141 104 9559.534180 105 9554.845703 106 9559.482422 107 9554.845703 108 9554.845703 109 9554.845703 110 9563.981445 111 9554.390625 112 9554.390625 113 9554.845703 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,HWES,1.772404432296753,"96 10875.525391 97 10815.666992 98 11872.998047 99 10823.181641 100 11240.285156 101 14744.457031 102 10804.922852 103 10814.968750 104 10815.666992 105 10804.922852 106 11282.414062 107 10814.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,IRRF,MLP,2.2778892517089844,"108 20552.054614 109 19919.215576 110 20952.268157 111 21801.587657 112 16417.283012 113 26902.385981 114 21553.874557 115 16929.756451 116 27388.748542 117 24149.652480 118 23184.266567 119 32905.756080 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do FPM,MLP,0.9479870796203613,"102 1.091573e+06 103 1.158626e+06 104 1.077775e+06 105 1.107447e+06 106 1.225967e+06 107 1.266650e+06 108 1.347948e+06 109 9.374892e+05 110 1.353689e+06 111 1.122095e+06 112 1.257165e+06 113 1.590138e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,SES,1.0760071277618408,"102 326456.68750 103 300274.25000 104 280981.06250 105 294957.12500 106 294972.59375 107 303065.12500 108 304828.06250 109 303092.50000 110 303092.50000 111 295905.15625 112 304227.53125 113 295905.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,XGBoost,1.85542893409729,"100 6513.857422 101 7031.329590 102 6430.362793 103 9611.448242 104 7078.477051 105 17964.908203 106 8692.818359 107 7184.355469 108 7078.477051 109 7085.837402 110 7068.515137 111 17129.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ITR,XGBoost,2.572801113128662,"82 2674.432373 83 5074.961426 84 544.648132 85 5079.554688 86 4441.355469 87 4441.355469 88 496.844360 89 502.180542 90 4445.012207 91 4442.486816 92 496.844360 93 4445.012207 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Transferencias LC 61_1989,SES,1.1749167442321777,"54 2748.475586 55 2245.891602 56 2832.519775 57 2196.296387 58 2636.985840 59 2798.725586 60 2739.948730 61 2910.099121 62 2909.106445 63 2840.083740 64 2926.743652 65 3099.241211 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,IPTU,XGBoost,1.8638689517974854,"108 11136.558594 109 11282.191406 110 14522.970703 111 10999.645508 112 16783.109375 113 6054.354004 114 5598.113770 115 158470.640625 116 160057.078125 117 159421.234375 118 16031.389648 119 17720.314453 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,ISS,SARIMAX,0.9693796634674072,"108 67335.34375 109 67335.34375 110 67335.34375 111 67335.34375 112 67335.34375 113 67335.34375 114 67335.34375 115 67335.34375 116 67335.34375 117 67335.34375 118 67335.34375 119 67335.34375 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,ITBI,HWES,1.7189898490905762,"108 16839.603516 109 16587.007812 110 16257.477539 111 15549.913086 112 15517.741211 113 49231.035156 114 49249.457031 115 49718.269531 116 14811.382812 117 16827.843750 118 15958.640625 119 16932.189453 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,IRRF,HWES,1.5409514904022217,"108 73972.562500 109 128729.312500 110 128729.312500 111 73926.585938 112 73926.585938 113 73926.585938 114 73972.562500 115 128729.312500 116 73926.585938 117 128730.742188 118 128730.742188 119 128729.312500 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do FPM,SARIMAX,1.1165168285369873,"108 1304219.750 109 1889796.250 110 1067697.625 111 1080457.250 112 1304219.750 113 1304219.875 114 1893768.750 115 1067697.625 116 1067697.625 117 967606.000 118 1304219.750 119 1889796.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,HWES,1.2489044666290283,"108 1099258.125 109 869668.625 110 894789.250 111 1094861.500 112 1086809.125 113 1099258.125 114 1094861.500 115 1105259.375 116 1095018.125 117 1105259.375 118 1085651.625 119 1086809.125 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,SARIMAX,2.0649821758270264,"108 206663.562500 109 72529.500000 110 97911.375000 111 278944.875000 112 124930.367188 113 18029.919922 114 49494.351562 115 27485.548828 116 17931.453125 117 17697.712891 118 12170.433594 119 341046.156250 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do ITR,XGBoost,2.4968161582946777,"105 905.617920 106 920.656616 107 878.013123 108 881.553772 109 996.938538 110 948.829773 111 996.938538 112 889.247009 113 238.651657 114 274.801514 115 273.595154 116 -368.913116 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,IPTU,SARIMAX,3.884207010269165,"108 2003806.500 109 6587128.000 110 1104006.375 111 1112108.250 112 1104006.375 113 1112108.250 114 1112108.250 115 1112108.250 116 1112108.250 117 1104006.375 118 1112108.250 119 1104006.375 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,ISS,Prophet,1.2766497135162354,"108 1694728.375 109 1664448.875 110 1922047.500 111 1917118.125 112 1694730.250 113 1694728.375 114 1702186.000 115 1702186.000 116 1922047.500 117 1694728.375 118 1694728.375 119 1694728.375 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,ITBI,XGBoost,1.02362060546875,"108 322671.90625 109 382647.50000 110 372882.46875 111 361935.53125 112 361487.90625 113 378940.71875 114 372313.34375 115 360917.81250 116 361018.87500 117 360935.65625 118 364216.28125 119 360994.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,IRRF,XGBoost,2.074897527694702,"108 2669157.25 109 2716250.50 110 2657318.50 111 3285412.25 112 3280561.00 113 2716250.50 114 2651202.50 115 3285422.25 116 2716250.50 117 3280561.00 118 3280561.00 119 3285422.25 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do FPM,Prophet,1.294386863708496,"106 4607943.00 107 7575074.50 108 4372229.50 109 4505042.00 110 5488477.00 111 4502299.00 112 6212345.00 113 4372229.50 114 4372120.00 115 3924637.25 116 5488477.00 117 7469430.50 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,SARIMAX,2.012559413909912,"108 8717360.0 109 8717360.0 110 8882641.0 111 8882641.0 112 8888142.0 113 8882638.0 114 8882640.0 115 8888142.0 116 8888142.0 117 8888141.0 118 8882640.0 119 8880447.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,AR,1.677016019821167,"108 1.866961e+06 109 1.428082e+06 110 1.887629e+06 111 1.899110e+06 112 1.874255e+06 113 9.302076e+05 114 8.790969e+05 115 4.137656e+05 116 3.698382e+05 117 3.139268e+05 118 1.563075e+05 119 1.879097e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ITR,HWES,2.127573013305664,"72 1.844676e+05 73 4.937461e+04 74 3.533230e+04 75 1.681909e+05 76 1.681909e+05 77 4.937461e+04 78 4.937461e+04 79 7.328254e+04 80 3.916329e+05 81 2.404068e+06 82 3.901701e+05 83 3.007304e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Transferencias LC 61_1989,XGBoost,1.3070178031921387,"107 86017.179688 108 61968.132812 109 86958.562500 110 85620.546875 111 86870.578125 112 88889.562500 113 86223.882812 114 61506.500000 115 85738.398438 116 86188.453125 117 61516.390625 118 86958.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,IPTU,AR,2.7996275424957275,"108 4.221748e+05 109 6.353824e+05 110 2.843722e+06 111 2.843416e+06 112 6.379456e+05 113 6.379456e+05 114 6.353824e+05 115 6.379456e+05 116 6.353824e+05 117 6.353824e+05 118 6.353824e+05 119 4.234103e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,ISS,MLP,1.2992076873779297,"108 8.185399e+05 109 8.024369e+05 110 8.305171e+05 111 8.570287e+05 112 8.092833e+05 113 9.019765e+05 114 9.090491e+05 115 9.016574e+05 116 9.216367e+05 117 9.055845e+05 118 8.893422e+05 119 1.069025e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,ITBI,MLP,1.1952738761901855,"108 230584.455525 109 261068.658713 110 291641.098027 111 431758.124860 112 319649.858064 113 307184.327907 114 307811.200574 115 273386.550260 116 280512.474711 117 243948.143826 118 286050.594359 119 274484.607753 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,IRRF,MLP,1.0866127014160156,"108 424196.856911 109 390017.226347 110 414804.227799 111 424716.379647 112 421661.473160 113 416058.412793 114 407436.682023 115 429351.193144 116 411274.422334 117 417105.886706 118 460434.345046 119 551210.314158 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do FPM,HWES,1.4698615074157715,"107 3627994.25 108 5681283.00 109 3395602.50 110 3627994.25 111 3892345.25 112 3422025.25 113 5681283.00 114 3395602.50 115 3395814.25 116 3359470.75 117 3892345.25 118 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,HWES,1.319502592086792,"108 2623803.50 109 1901768.25 110 2159243.25 111 2162760.00 112 2195691.75 113 2162784.25 114 2147680.00 115 2170368.25 116 2162760.00 117 2162337.75 118 2195691.75 119 2058172.75 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,MLP,4.720950603485107,"108 3.163297e+06 109 8.551763e+05 110 1.395872e+06 111 1.737657e+06 112 1.715658e+06 113 8.357386e+05 114 6.397622e+05 115 5.160285e+05 116 4.242731e+05 117 3.705562e+05 118 3.704529e+05 119 2.622726e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do ITR,XGBoost,1.3670036792755127,"55 305.277893 56 460.242401 57 575.464661 58 392.506897 59 575.464661 60 479.386292 61 574.896729 62 5656.430664 63 5456.117676 64 5296.425781 65 32171.201172 66 460.242401 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Transferencias LC 61_1989,HWES,1.2247076034545898,"108 22528.101562 109 18296.041016 110 23263.406250 111 23217.562500 112 23754.335938 113 21269.367188 114 20942.591797 115 8064.345703 116 22495.691406 117 25505.119141 118 23263.392578 119 19980.660156 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,IPTU,XGBoost,1.7211925983428955,"108 1.531128e+06 109 1.573800e+06 110 1.358668e+07 111 1.624263e+06 112 1.640667e+06 113 1.640941e+06 114 1.640667e+06 115 1.617059e+06 116 1.613297e+06 117 1.624263e+06 118 1.505864e+06 119 1.647449e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,ISS,MLP,1.4769771099090576,"108 4.749964e+06 109 4.126834e+06 110 4.533091e+06 111 4.531151e+06 112 4.317856e+06 113 4.783085e+06 114 4.584426e+06 115 4.667630e+06 116 4.254922e+06 117 4.299359e+06 118 4.297280e+06 119 5.047860e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,ITBI,HWES,1.2706372737884521,"108 2010159.625 109 2010159.625 110 1991236.875 111 2016965.875 112 2013715.875 113 2019240.250 114 2019240.250 115 2019240.250 116 2024798.000 117 2024798.125 118 1991236.875 119 1991236.875 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,IRRF,SARIMAX,2.0293142795562744,"108 1316700.250 109 1313491.125 110 2642411.750 111 2642411.750 112 2642411.750 113 2642411.750 114 2642411.750 115 2642411.750 116 2642411.750 117 2642411.750 118 2642411.750 119 2642411.750 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do FPM,AR,1.1334455013275146,"108 7572503.0 109 9468843.0 110 5162130.5 111 5350683.5 112 7572503.0 113 6234304.0 114 7943645.5 115 5211538.5 116 5158911.5 117 5164218.5 118 7572503.0 119 9468843.0 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,HWES,1.652663230895996,"108 7564775.0 109 6742908.5 110 6774063.5 111 7961526.0 112 8278804.0 113 7638664.0 114 7946468.5 115 8250247.0 116 8250247.0 117 7961526.0 118 8278804.0 119 7659315.0 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,AR,2.5218722820281982,"108 6.897934e+06 109 2.543537e+06 110 2.543134e+06 111 4.294980e+06 112 3.361968e+06 113 1.219499e+06 114 1.211456e+06 115 7.433851e+05 116 5.202972e+05 117 6.082944e+05 118 4.063382e+05 119 6.893278e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do ITR,MLP,1.4778761863708496,"104 18442.281098 105 21702.494468 106 25497.135331 107 30004.087518 108 35283.354570 109 41485.347722 110 13053.475604 111 33317.765304 112 38338.391533 113 44102.089453 114 52433.476128 115 61635.754841 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Transferencias LC 61_1989,SES,1.0610082149505615,"108 71801.992188 109 68325.460938 110 63122.984375 111 69952.460938 112 70329.445312 113 70357.992188 114 69001.210938 115 70667.906250 116 70443.953125 117 71707.945312 118 70492.382812 119 73896.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,IPTU,HWES,1.9582819938659668,"103 4939.208496 104 7904.854980 105 41700.191406 106 161745.546875 107 207893.984375 108 42577.964844 109 14413.421875 110 10579.556641 111 8780.382812 112 4790.006348 113 8892.601562 114 14472.420898 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,ISS,XGBoost,1.0050547122955322,"108 40818.343750 109 36618.753906 110 46405.921875 111 45878.636719 112 46405.917969 113 45878.636719 114 46141.949219 115 45835.527344 116 45864.406250 117 45878.636719 118 46141.949219 119 45878.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,ITBI,AR,3.629263401031494,"105 11062.751953 106 10515.051758 107 9591.093750 108 12276.500000 109 10307.185547 110 13856.237305 111 8550.769531 112 33396.445312 113 45817.187500 114 30663.388672 115 11607.146484 116 13093.251953 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,IRRF,MLP,1.7740216255187988,"108 37279.342845 109 37271.174280 110 40486.731990 111 36869.869437 112 35450.427425 113 35528.995652 114 34832.084869 115 34757.971755 116 34909.139543 117 35371.491976 118 36216.106447 119 41799.098182 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do FPM,HWES,1.3229191303253174,"108 1227767.625 109 1893786.625 110 1107031.250 111 1152887.250 112 1227793.750 113 1230484.750 114 1227793.750 115 1107031.250 116 1107040.625 117 956148.500 118 1227793.750 119 1893786.625 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,MLP,1.1983213424682617,"108 760467.514442 109 710474.624161 110 687827.959863 111 795325.994656 112 843100.197714 113 764584.642396 114 787336.016627 115 808174.261970 116 804878.894720 117 866626.441901 118 767299.153505 119 875853.841235 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,SARIMAX,1.7302732467651367,"107 125268.953125 108 51036.179688 109 51034.023438 110 140444.500000 111 51015.269531 112 28803.906250 113 15470.921875 114 15475.294922 115 5532.141113 116 2188.031738 117 3919.531738 118 107510.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ITR,SARIMAX,1.4099578857421875,"91 71.205658 92 95.883682 93 28.970104 94 56.206837 95 95.883682 96 38.832104 97 28.970104 98 95.883682 99 2123.956787 100 189.854752 101 61.550972 102 34.662437 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Transferencias LC 61_1989,MLP,1.3403196334838867,"83 2418.472787 84 1752.948464 85 16269.048845 86 1501.369465 87 1188.217356 88 1481.870505 89 1475.359488 90 1234.948242 91 1261.704098 92 1913.044812 93 1034.104146 94 1293.673110 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,IPTU,MLP,1.8238098621368408,"108 3.607243e+07 109 9.054906e+06 110 8.554926e+06 111 8.281412e+06 112 8.390316e+06 113 1.602154e+07 114 8.261602e+06 115 1.477691e+07 116 8.157499e+06 117 5.336016e+06 118 5.593110e+06 119 3.860606e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,ISS,MLP,2.023479461669922,"108 1.451083e+07 109 1.403653e+07 110 1.612009e+07 111 1.482453e+07 112 1.733077e+07 113 1.619515e+07 114 1.559251e+07 115 1.595264e+07 116 1.497772e+07 117 1.531754e+07 118 1.574790e+07 119 1.616057e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,ITBI,HWES,2.340299606323242,"108 4079587.00 109 4338588.00 110 4499245.00 111 3558606.75 112 4439670.00 113 4003207.75 114 3581232.75 115 4418706.50 116 4411485.00 117 4003207.75 118 4421252.00 119 4466399.00 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,IRRF,MLP,1.8294684886932373,"108 8.465727e+06 109 8.684305e+06 110 7.660111e+06 111 1.090905e+07 112 9.341269e+06 113 9.455816e+06 114 9.461248e+06 115 9.790289e+06 116 9.580678e+06 117 1.119407e+07 118 9.988550e+06 119 1.338662e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do FPM,HWES,1.848224401473999,"108 10531717.0 109 16457504.0 110 8498377.0 111 9880110.0 112 10531717.0 113 10482107.0 114 10531717.0 115 9052456.0 116 9440870.0 117 8498377.0 118 10531717.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,HWES,0.997767448425293,"108 69672824.0 109 58598000.0 110 58158088.0 111 66580604.0 112 67819720.0 113 66369000.0 114 62987332.0 115 62865592.0 116 62865336.0 117 68045256.0 118 62150212.0 119 67601960.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,AR,1.8882849216461182,"108 1.119443e+07 109 5.977381e+06 110 8.910520e+06 111 1.119682e+07 112 1.293463e+07 113 5.365806e+06 114 4.700210e+06 115 2.452631e+06 116 1.945256e+06 117 1.170922e+06 118 8.787267e+05 119 1.282274e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do ITR,XGBoost,2.288391590118408,"96 563.948486 97 1479.362793 98 -415.235443 99 -679.651550 100 -129.135315 101 49.876274 102 882.697998 103 -70.155090 104 -195.479401 105 -435.490082 106 96.643776 107 -407.776337 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Transferencias LC 61_1989,AR,2.4639663696289062,"108 569064.68750 109 557113.75000 110 550866.37500 111 546698.37500 112 546821.43750 113 559134.75000 114 559127.56250 115 546857.50000 116 546857.50000 117 504374.71875 118 547208.68750 119 566923.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,IPTU,HWES,2.00038743019104,"108 19168378.0 109 18904268.0 110 10519943.0 111 5078859.0 112 5033925.0 113 5007421.0 114 4949224.0 115 5033925.0 116 5235404.5 117 5033925.0 118 4744950.5 119 4906899.5 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,ISS,SARIMAX,1.0893175601959229,"108 1364974.375 109 1364974.375 110 1366808.125 111 1366808.125 112 1243624.375 113 1271805.500 114 1366808.125 115 1366808.125 116 1243624.375 117 1366808.125 118 1366808.125 119 1366808.125 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,ITBI,SES,1.4599831104278564,"108 2527631.500 109 2446693.250 110 1929582.500 111 2567862.500 112 1833900.750 113 1950689.500 114 1950689.500 115 1919359.125 116 2126864.000 117 2126864.000 118 2122913.750 119 1931400.250 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,IRRF,MLP,1.1268019676208496,"108 1.508804e+06 109 1.435181e+06 110 1.500351e+06 111 1.537862e+06 112 1.540114e+06 113 1.609385e+06 114 1.582253e+06 115 1.625178e+06 116 1.573857e+06 117 1.653403e+06 118 1.773394e+06 119 2.187406e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do FPM,AR,1.0480000972747803,"108 2104244.750 109 3787537.250 110 1985059.750 111 1864394.625 112 3766182.500 113 1896779.875 114 3787537.250 115 1985059.750 116 2104212.750 117 1897005.500 118 3766182.500 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,HWES,0.9426121711730957,"108 780540.0625 109 564922.2500 110 599173.8125 111 832067.6875 112 847115.4375 113 692193.5000 114 810086.4375 115 832048.0625 116 832048.0625 117 826319.0625 118 811881.0000 119 826319.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,AR,1.8340864181518555,"108 937690.625000 109 655376.750000 110 654283.625000 111 936908.125000 112 936908.125000 113 316852.875000 114 316407.218750 115 214566.062500 116 121923.773438 117 143601.203125 118 92776.929688 119 638932.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ITR,XGBoost,1.6793560981750488,"80 2433.451660 81 807.735107 82 1120.845947 83 796.069641 84 796.069641 85 494.022980 86 758.733215 87 621.310669 88 956.668335 89 1036.522217 90 170.527328 91 170.724091 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Transferencias LC 61_1989,XGBoost,2.1693673133850098,"105 6495.018066 106 5981.478027 107 6806.752441 108 6869.144043 109 6336.521973 110 6786.745605 111 6787.426758 112 6399.462891 113 6544.617676 114 6078.852051 115 6241.063477 116 6550.698730 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,IPTU,SARIMAX,1.865307092666626,"92 72477.039062 93 72618.148438 94 72615.773438 95 227204.687500 96 309255.000000 97 72771.859375 98 73790.976562 99 72771.859375 100 72093.710938 101 72839.812500 102 72104.140625 103 110403.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,ISS,XGBoost,1.019303560256958,"95 114888.781250 96 116817.101562 97 117380.273438 98 115156.734375 99 117379.937500 100 116817.101562 101 115613.320312 102 118230.585938 103 115354.781250 104 115878.070312 105 116817.101562 106 116817.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,ITBI,MLP,1.9607641696929932,"95 27751.931517 96 26483.776665 97 29087.737629 98 25044.013797 99 29961.155483 100 24628.361232 101 23793.911623 102 24320.376416 103 37031.685777 104 27469.115836 105 25046.605417 106 24199.692951 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,IRRF,Prophet,1.647578477859497,"84 47282.582031 85 46248.085938 86 48500.925781 87 47280.242188 88 47787.660156 89 47857.101562 90 47857.101562 91 46444.777344 92 46444.777344 93 47279.761719 94 47311.832031 95 86893.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do FPM,MLP,0.9539382457733154,"96 4.162722e+05 97 1.070755e+06 98 8.560098e+05 99 9.213661e+05 100 9.676733e+05 101 9.413261e+05 102 1.132189e+06 103 9.304331e+05 104 9.110186e+05 105 8.878599e+05 106 9.810814e+05 107 1.275254e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,MLP,0.9651012420654297,"96 243241.313864 97 423121.798478 98 434096.498988 99 422508.838694 100 452419.703189 101 416559.037755 102 418477.385939 103 424506.257556 104 416034.723579 105 413390.219265 106 410458.391524 107 439065.626617 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,MLP,1.7599308490753174,"96 -26348.863157 97 25283.263383 98 46452.010716 99 66065.833101 100 47079.198819 101 18842.851499 102 9924.949638 103 15018.937457 104 6606.001531 105 2715.846453 106 610.513526 107 143069.959558 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ITR,XGBoost,1.394629716873169,"87 2778.600830 88 2778.600830 89 7694.466309 90 11615.205078 91 3087.440186 92 3552.659180 93 3078.102051 94 3552.659180 95 2707.289795 96 2721.490967 97 2721.332520 98 2721.332520 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Transferencias LC 61_1989,AR,1.3750004768371582,"96 3696.965088 97 3845.812500 98 4003.194824 99 3934.092041 100 3619.647217 101 3473.316162 102 4077.217529 103 3696.965088 104 3969.651611 105 3933.809082 106 3970.667480 107 3969.728271 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,IPTU,SARIMAX,1.8185393810272217,"104 5546.104980 105 14443.217773 106 381068.687500 107 381435.000000 108 10435.088867 109 10435.088867 110 15771.145508 111 12743.476562 112 14243.540039 113 10619.836914 114 10623.594727 115 10615.914062 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,ISS,XGBoost,1.0127851963043213,"108 34351.335938 109 25480.654297 110 35335.015625 111 48506.855469 112 34929.066406 113 34303.078125 114 31926.777344 115 34316.656250 116 34339.230469 117 34525.371094 118 34303.078125 119 34953.335938 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,ITBI,HWES,2.239588737487793,"104 18300.541016 105 4584.676270 106 18296.978516 107 12846.412109 108 18296.978516 109 2841.191406 110 3258.676270 111 8044.954590 112 3286.677979 113 3315.112305 114 3514.855957 115 12008.045898 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,IRRF,MLP,2.5779342651367188,"108 39730.694065 109 39766.988640 110 40132.593945 111 47426.583738 112 40985.746023 113 41075.972324 114 38931.172758 115 39630.038970 116 39718.807225 117 40419.562414 118 38591.863286 119 45901.139366 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do FPM,HWES,1.8472514152526855,"108 1.197903e+06 109 1.893749e+06 110 1.055881e+06 111 1.148976e+06 112 1.197891e+06 113 1.227034e+06 114 1.197891e+06 115 1.055881e+06 116 1.055882e+06 117 9.327183e+05 118 1.197891e+06 119 1.893749e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,HWES,0.9394137859344482,"108 685469.1250 109 572370.3125 110 588816.1250 111 620326.7500 112 587780.5625 113 603119.4375 114 596796.1250 115 611908.5000 116 635479.4375 117 612502.7500 118 626103.0625 119 611832.4375 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,AR,1.590517282485962,"108 260684.234375 109 29098.677734 110 34690.394531 111 93702.195312 112 34691.402344 113 39338.726562 114 34663.320312 115 8300.891602 116 7170.624512 117 8395.397461 118 1030.552979 119 202349.218750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ITR,AR,1.4727368354797363,"87 58.361485 88 39.277229 89 -0.580139 90 24.509649 91 -1.857485 92 26.660566 93 -1.857485 94 45.248753 95 65.974533 96 25.251905 97 5.324504 98 -0.791367 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Transferencias LC 61_1989,HWES,1.1423473358154297,"84 5162.663574 85 6066.833984 86 5810.032227 87 5863.256836 88 5838.329102 89 6163.885742 90 5798.152344 91 5481.128418 92 5499.680176 93 4997.237305 94 5810.032227 95 5184.098145 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,XGBoost,1.8235855102539062,"90 2030.975952 91 1525.300903 92 5257.211914 93 4074.252930 94 4074.252930 95 2712.016846 96 8474.116211 97 3123.993408 98 3999.740234 99 -421.703217 100 8474.116211 101 2712.016846 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,SES,3.1662228107452393,"104 54991.261719 105 54991.242188 106 54992.460938 107 54922.777344 108 54922.777344 109 54861.792969 110 54812.250000 111 54762.937500 112 54762.937500 113 54782.816406 114 54890.710938 115 54672.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,MLP,1.5207841396331787,"102 28529.352438 103 30528.945880 104 32487.259951 105 35207.479825 106 38273.193592 107 41167.772117 108 53429.381853 109 30364.366805 110 33015.767010 111 33694.520299 112 35274.687762 113 38813.074312 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,IRRF,SARIMAX,1.0961785316467285,"104 78360.867188 105 43674.812500 106 44627.546875 107 43674.812500 108 43674.812500 109 43674.812500 110 43674.812500 111 44627.546875 112 44627.546875 113 78360.867188 114 78360.867188 115 78360.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do FPM,AR,1.30723237991333,"104 1227394.875 105 1893770.625 106 1053853.750 107 1169702.000 108 1629771.750 109 1169701.750 110 1629771.750 111 1053853.750 112 1060059.375 113 1016044.375 114 1629771.750 115 1893770.625 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,SES,1.5452640056610107,"104 746298.9375 105 716457.8750 106 716304.9375 107 729466.3125 108 777451.7500 109 746298.9375 110 729466.3125 111 777544.6875 112 729466.3125 113 795025.0000 114 746155.8750 115 795025.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,AR,2.2076306343078613,"102 45123.679688 103 39345.039062 104 36231.085938 105 43536.582031 106 41798.398438 107 10261.444336 108 11726.784180 109 10304.381836 110 10296.638672 111 14174.353516 112 31573.843750 113 36475.558594 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ITR,MLP,2.21547532081604,"99 14533.052650 100 14399.602288 101 15533.952266 102 17252.461562 103 18207.902582 104 22467.181887 105 21636.015531 106 23646.434463 107 59497.573075 108 153599.247528 109 32616.467950 110 31619.303990 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Transferencias LC 61_1989,SARIMAX,1.0446975231170654,"62 7186.046875 63 5946.221680 64 6353.890137 65 6511.155273 66 6593.182129 67 6511.588379 68 7687.906250 69 6382.848633 70 6534.805176 71 7173.673828 72 6352.389160 73 7636.154297 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,IPTU,HWES,1.8555028438568115,"105 1.743095e+05 106 8.836551e+04 107 1.119144e+05 108 1.048514e+05 109 1.409492e+05 110 2.045355e+05 111 1.305032e+06 112 1.239546e+05 113 9.374130e+04 114 4.229748e+05 115 1.010070e+05 116 1.812239e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,ISS,XGBoost,1.0774857997894287,"108 188764.968750 109 188723.734375 110 188653.640625 111 188764.968750 112 188723.734375 113 188723.734375 114 188653.640625 115 188723.734375 116 188653.640625 117 188723.734375 118 188764.968750 119 188764.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,ITBI,SARIMAX,1.7125184535980225,"108 28934.656250 109 28992.878906 110 55256.132812 111 61272.960938 112 45143.007812 113 72746.742188 114 63870.648438 115 161002.609375 116 63870.648438 117 64759.937500 118 161849.562500 119 63870.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,IRRF,HWES,1.7061278820037842,"108 155158.546875 109 155158.546875 110 151801.890625 111 153774.578125 112 151756.890625 113 151819.609375 114 151765.828125 115 151756.890625 116 151756.890625 117 151781.640625 118 151756.890625 119 336795.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do FPM,AR,1.2202494144439697,"108 1536040.500 109 3362197.000 110 1625835.875 111 1628213.750 112 1543628.875 113 1594041.000 114 3362197.000 115 1543628.875 116 1543628.875 117 1594041.000 118 1629068.875 119 3362197.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,HWES,1.6072652339935303,"108 1742433.375 109 1548937.500 110 1621061.375 111 1719017.500 112 1717545.250 113 1723716.625 114 1718315.000 115 1718751.000 116 1718751.000 117 1713433.750 118 1718488.500 119 1713433.750 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,XGBoost,2.198129415512085,"108 222811.703125 109 172956.796875 110 201114.234375 111 223510.781250 112 231031.296875 113 178859.750000 114 149867.671875 115 78398.101562 116 81907.492188 117 50447.351562 118 38955.777344 119 231030.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do ITR,AR,2.0108253955841064,"106 48251.074219 107 49311.261719 108 48239.000000 109 22505.013672 110 54826.558594 111 22505.013672 112 84255.953125 113 48879.500000 114 22505.013672 115 369397.437500 116 22505.013672 117 23846.488281 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Transferencias LC 61_1989,MLP,1.0405426025390625,"60 13586.892135 61 14083.842745 62 13812.475485 63 13586.699764 64 12912.347385 65 13151.544404 66 13326.854713 67 12772.181487 68 13465.243354 69 13612.416860 70 12971.523603 71 13421.135316 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,IPTU,MLP,1.568117380142212,"108 5.297006e+07 109 9.144697e+06 110 9.835052e+06 111 9.233845e+06 112 1.089479e+07 113 9.968367e+06 114 1.033366e+07 115 1.091034e+07 116 1.173955e+07 117 1.202960e+07 118 1.465831e+07 119 2.985680e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,ISS,AR,1.127659797668457,"108 11556409.0 109 6536914.0 110 8569559.0 111 11556409.0 112 11556409.0 113 11556409.0 114 11556409.0 115 11556409.0 116 11556409.0 117 11556409.0 118 11556409.0 119 11556409.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,ITBI,HWES,1.0158722400665283,"108 2199817.75 109 2246591.75 110 2450165.00 111 2120384.25 112 2225215.00 113 2120384.25 114 2165217.50 115 2117221.00 116 2158972.00 117 2226881.75 118 2450165.00 119 2225215.00 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,IRRF,MLP,1.9795300960540771,"108 6.030355e+06 109 5.382363e+06 110 5.350367e+06 111 5.601581e+06 112 5.616012e+06 113 5.509169e+06 114 5.934087e+06 115 6.128493e+06 116 5.678382e+06 117 5.871759e+06 118 5.892180e+06 119 9.004694e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do FPM,HWES,1.297795295715332,"108 12131818.0 109 16457506.0 110 9709244.0 111 10934225.0 112 12131818.0 113 11575114.0 114 12509901.0 115 10361220.0 116 10850772.0 117 9709244.0 118 12131818.0 119 16457506.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,HWES,0.9677979946136475,"108 19760852.0 109 19441380.0 110 19580196.0 111 19676256.0 112 20462612.0 113 19724970.0 114 19675248.0 115 20465756.0 116 20350338.0 117 20466586.0 118 19666124.0 119 20442744.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,SARIMAX,1.6684620380401611,"108 9939443.000 109 5286510.000 110 9544816.000 111 9804535.000 112 8039883.000 113 3349135.500 114 2299010.750 115 1769095.500 116 1187447.500 117 1406081.375 118 974019.750 119 8039883.000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ITR,HWES,2.9685306549072266,"108 4689.722656 109 2221.176025 110 2111.802490 111 28351.421875 112 4844.153809 113 4873.128906 114 4908.839355 115 4748.669922 116 2435.782227 117 3704.235596 118 9834.050781 119 9590.440430 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Transferencias LC 61_1989,HWES,1.0969130992889404,"84 114161.671875 85 111987.820312 86 119822.320312 87 123945.664062 88 119647.062500 89 126793.593750 90 126650.546875 91 122440.476562 92 127650.578125 93 119407.523438 94 123741.562500 95 122683.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,IPTU,XGBoost,1.8576135635375977,"94 4671.859863 95 4752.894043 96 50296.937500 97 50296.937500 98 14175.980469 99 7162.646973 100 5791.149902 101 5815.374512 102 14175.980469 103 5815.374512 104 5834.627930 105 7971.380371 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,ISS,MLP,2.619678258895874,"108 43795.444776 109 53801.678690 110 45283.391907 111 61234.354319 112 54694.326669 113 47444.381888 114 44143.537520 115 48910.983476 116 46972.167748 117 52629.090209 118 49337.531576 119 58846.522930 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,ITBI,AR,1.1587228775024414,"93 5289.248535 94 4908.025391 95 5456.744629 96 1487.445557 97 16006.855469 98 10363.013672 99 13723.782227 100 1850.848633 101 6750.628418 102 4337.227539 103 1808.408447 104 3512.807373 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,IRRF,MLP,2.122967481613159,"108 22034.038079 109 72544.626635 110 55888.128666 111 72009.656410 112 58820.643696 113 56585.974914 114 61396.376413 115 58043.392785 116 70421.080137 117 64728.446362 118 69089.038112 119 129432.485784 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do FPM,HWES,1.7366492748260498,"108 1.228679e+06 109 1.893769e+06 110 1.048042e+06 111 1.142607e+06 112 1.229220e+06 113 1.245133e+06 114 1.229219e+06 115 1.048042e+06 116 1.046645e+06 117 9.286444e+05 118 1.229220e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,HWES,1.2995007038116455,"108 582003.5625 109 392183.8750 110 664471.4375 111 584874.2500 112 585507.3750 113 582828.7500 114 589010.6875 115 613125.8125 116 613125.8125 117 593032.8125 118 587614.2500 119 593032.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,MLP,1.5787246227264404,"108 118514.816748 109 36021.436011 110 126100.087269 111 63955.207665 112 42873.007481 113 21128.489509 114 20986.419038 115 19943.989155 116 17319.643594 117 17454.160242 118 16597.927216 119 106330.382553 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ITR,XGBoost,1.5435810089111328,"83 447.587067 84 669.966125 85 1336.153564 86 476.912567 87 753.908081 88 526.459229 89 469.784576 90 214.261246 91 395.040344 92 419.959686 93 2235.753174 94 1975.047607 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Transferencias LC 61_1989,MLP,2.4136507511138916,"108 4900.871393 109 4991.627753 110 4973.124012 111 4953.509602 112 4997.489326 113 4749.883559 114 4921.236648 115 4951.401761 116 4946.489944 117 4844.478771 118 4955.691908 119 4916.776909 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,IPTU,HWES,2.8445229530334473,"108 4.007594e+05 109 4.431848e+05 110 1.606989e+06 111 1.578738e+05 112 1.018395e+05 113 1.272850e+05 114 1.585968e+05 115 1.208142e+05 116 1.271207e+05 117 1.167006e+05 118 9.061895e+04 119 9.007883e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,ISS,AR,1.1666383743286133,"108 578543.68750 109 635964.00000 110 581132.00000 111 581132.00000 112 603428.06250 113 535740.56250 114 535473.87500 115 510687.28125 116 635964.00000 117 635964.00000 118 633375.68750 119 633400.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,ITBI,Prophet,1.350799322128296,"108 151161.953125 109 210539.140625 110 326430.812500 111 323122.875000 112 338401.843750 113 339667.343750 114 322443.937500 115 339667.343750 116 322443.937500 117 327409.812500 118 322697.000000 119 322652.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,IRRF,AR,0.9264864921569824,"72 390143.59375 73 450116.09375 74 639138.56250 75 388890.37500 76 388890.37500 77 450116.09375 78 639138.56250 79 457452.84375 80 390143.59375 81 450116.09375 82 388890.37500 83 996359.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do FPM,HWES,1.5290040969848633,"108 2454677.25 109 3787571.25 110 2212997.25 111 2316454.25 112 2454711.25 113 2501120.25 114 2454711.25 115 1952097.25 116 2212997.25 117 2229068.00 118 2454711.25 119 3787571.25 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,SARIMAX,1.0851187705993652,"108 3919171.50 109 3920248.00 110 3920029.50 111 3919363.50 112 3919144.25 113 3920194.25 114 3918845.25 115 3918797.75 116 3919342.50 117 3919363.50 118 3920194.25 119 3920194.25 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,HWES,2.256503105163574,"108 1.034980e+06 109 3.788586e+05 110 3.779383e+05 111 8.110079e+05 112 3.779384e+05 113 1.880230e+05 114 1.613629e+05 115 1.298531e+05 116 6.324244e+04 117 6.568709e+04 118 4.328709e+04 119 1.034983e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ITR,MLP,2.5532944202423096,"101 70601.206647 102 81696.464300 103 97691.109467 104 122367.478366 105 135242.402879 106 160181.654901 107 192005.497906 108 225971.932608 109 363427.182448 110 673268.068715 111 326114.020117 112 383214.009126 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,XGBoost,1.3755338191986084,"81 71600.718750 82 71600.718750 83 71149.921875 84 71170.187500 85 71099.179688 86 71150.539062 87 71172.539062 88 71135.195312 89 71185.382812 90 71024.039062 91 71591.164062 92 71583.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,MLP,3.350476026535034,"108 88785.308811 109 112520.066244 110 100252.132163 111 69527.834462 112 84969.132645 113 91852.906954 114 85065.869614 115 75612.861937 116 89574.355571 117 93646.467812 118 88906.509495 119 160683.682004 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,MLP,1.724471092224121,"103 53227.019027 104 48257.017188 105 50526.563424 106 67286.660115 107 51192.238868 108 48131.442586 109 50191.362188 110 53946.272522 111 56446.499764 112 89027.246639 113 47769.260515 114 73574.082167 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,IRRF,Prophet,1.175032615661621,"108 8246.276367 109 18742.482422 110 20376.714844 111 20358.011719 112 19002.642578 113 19002.642578 114 19090.423828 115 19632.775391 116 43931.699219 117 43914.691406 118 43768.917969 119 207382.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1316680908203125,"108 1.893640e+06 109 1.893590e+06 110 1.845924e+06 111 1.841055e+06 112 1.893862e+06 113 1.895619e+06 114 1.893591e+06 115 1.845924e+06 116 1.845924e+06 117 1.027508e+06 118 1.893862e+06 119 1.893590e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,HWES,1.1370289325714111,"108 916623.0625 109 897492.6875 110 897580.4375 111 985328.0625 112 985327.1875 113 919324.1250 114 982625.5625 115 985327.1875 116 985328.0625 117 982016.5000 118 985309.7500 119 982016.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,AR,1.67936372756958,"108 57786.667969 109 17925.632812 110 39954.035156 111 56928.273438 112 46802.562500 113 17840.224609 114 17466.472656 115 6822.355957 116 8562.937500 117 12199.704102 118 6822.395508 119 56883.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ITR,MLP,1.8080739974975586,"71 89923.306745 72 40215.259004 73 16299.397974 74 10630.425242 75 12745.430507 76 10584.164327 77 12665.551378 78 40904.686117 79 97764.700937 80 792688.668140 81 81585.773685 82 48158.400512 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Transferencias LC 61_1989,XGBoost,1.3661634922027588,"84 8599.664062 85 6636.789551 86 6694.717285 87 5629.094238 88 5043.305664 89 5792.822754 90 6142.687012 91 5187.767090 92 5290.083008 93 8216.532227 94 6956.856445 95 8631.791016 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,AR,1.6592445373535156,"107 22378.615234 108 59703.089844 109 178894.609375 110 89081.164062 111 31355.466797 112 27614.976562 113 24289.496094 114 27548.664062 115 26705.505859 116 42672.597656 117 68505.507812 118 43529.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,ISS,MLP,1.6122138500213623,"108 150102.654503 109 162800.782537 110 159380.737192 111 171755.440020 112 175525.774531 113 161075.938187 114 165313.345409 115 153500.751063 116 161086.799608 117 154344.178428 118 160059.645945 119 244019.730241 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,MLP,2.2059993743896484,"108 28653.738957 109 27185.337548 110 27287.957399 111 27538.991459 112 28443.819889 113 28759.568738 114 27376.577300 115 28338.152144 116 29330.723351 117 29504.661447 118 29490.257007 119 30272.903537 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,IRRF,XGBoost,0.9693312644958496,"86 46008.972656 87 51445.769531 88 244654.671875 89 48131.519531 90 244654.671875 91 48097.660156 92 46492.230469 93 48097.652344 94 51427.230469 95 50707.667969 96 51427.230469 97 244654.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do FPM,SARIMAX,1.6370327472686768,"108 895057.000 109 2218697.250 110 744654.625 111 1274796.000 112 1325214.375 113 1313784.000 114 2218697.250 115 744654.625 116 736806.250 117 737977.250 118 1325214.375 119 2218697.250 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,HWES,1.0638933181762695,"108 1424939.500 109 1430361.250 110 1380787.750 111 1491203.500 112 1486738.500 113 1376429.625 114 1417204.250 115 1490010.500 116 1438009.750 117 1490010.500 118 1417866.500 119 1480811.375 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,HWES,2.3678016662597656,"107 76786.031250 108 61229.550781 109 61085.730469 110 81332.320312 111 85415.875000 112 34270.777344 113 18387.328125 114 16191.026367 115 13803.911133 116 8558.367188 117 5354.616211 118 85415.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Transferencias LC 61_1989,SES,1.1478803157806396,"108 7443.772461 109 6641.868164 110 6899.380859 111 7430.707031 112 6731.836914 113 6899.380859 114 6856.038086 115 7402.022949 116 6457.237793 117 8452.717773 118 7156.137207 119 7861.502930 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,IPTU,MLP,1.5905516147613525,"99 1853.767730 100 2565.288865 101 3846.723184 102 4497.327544 103 12985.886408 104 6254.500495 105 2131.157360 106 1784.010349 107 1388.693666 108 1492.454858 109 967.709778 110 1000.250129 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,ISS,XGBoost,1.1452600955963135,"108 68580.453125 109 68580.195312 110 68580.703125 111 68524.984375 112 68580.703125 113 68580.195312 114 68538.234375 115 68580.195312 116 68580.195312 117 68580.179688 118 68578.992188 119 68580.703125 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,ITBI,XGBoost,1.5095999240875244,"108 23295.300781 109 5995.263672 110 16935.460938 111 16368.354492 112 16621.664062 113 17623.392578 114 16688.031250 115 6283.147949 116 16813.302734 117 18905.787109 118 5981.674805 119 5943.945801 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,IRRF,HWES,1.9508116245269775,"60 79226.226562 61 79305.195312 62 79305.195312 63 79305.195312 64 79305.195312 65 79305.195312 66 79404.203125 67 79404.203125 68 79305.195312 69 79305.195312 70 79305.195312 71 79305.085938 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do FPM,HWES,1.794180154800415,"108 1.259279e+06 109 1.893768e+06 110 1.094948e+06 111 1.153572e+06 112 1.259487e+06 113 1.277094e+06 114 1.259312e+06 115 1.094948e+06 116 1.094948e+06 117 9.604021e+05 118 1.259487e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,HWES,0.8963127136230469,"108 646232.3750 109 651216.6250 110 651663.3125 111 660608.5000 112 705175.5000 113 652952.1250 114 660610.8125 115 701610.0000 116 701610.0000 117 684199.7500 118 646449.8125 119 684199.7500 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.841679334640503,"108 148643.171875 109 23435.423828 110 172970.281250 111 62824.832031 112 14983.950195 113 23108.792969 114 12845.582031 115 6148.259277 116 9930.678711 117 3250.790527 118 3302.955811 119 16690.089844 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ITR,XGBoost,1.3486676216125488,"94 5.566038 95 55.453262 96 16.462801 97 28.915192 98 26.600874 99 34.011181 100 16.456329 101 55.453262 102 489.254700 103 45.756725 104 29.305939 105 31.612383 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Transferencias LC 61_1989,HWES,1.3037047386169434,"108 5673.468750 109 7618.475586 110 3985.868896 111 6035.842285 112 4144.760254 113 6042.886230 114 5563.064453 115 4144.760254 116 5539.816406 117 5554.305664 118 4880.774902 119 5731.180664 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,IPTU,AR,2.1450374126434326,"97 715.024353 98 5661.028809 99 56025.484375 100 56025.449219 101 6277.681152 102 6613.901367 103 6613.901367 104 3108.570801 105 1071.567017 106 992.474976 107 1985.353027 108 604.549744 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,ISS,XGBoost,1.7257025241851807,"108 64130.343750 109 60057.054688 110 61461.113281 111 63618.722656 112 61019.281250 113 61019.281250 114 63618.722656 115 63618.800781 116 63503.976562 117 61461.113281 118 63618.800781 119 63503.976562 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,ITBI,XGBoost,1.6525580883026123,"93 1313.000732 94 20068.337891 95 3415.648438 96 4899.683594 97 6550.048828 98 4863.432129 99 20033.515625 100 4120.796875 101 4018.626709 102 4077.503906 103 2807.814697 104 4977.395996 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,IRRF,MLP,1.778921365737915,"108 46128.687941 109 49601.157799 110 51357.192398 111 51841.616022 112 49749.730535 113 49075.191194 114 51257.542469 115 48321.039757 116 48504.206998 117 48163.340945 118 48937.646915 119 59941.607233 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do FPM,HWES,1.8297655582427979,"108 1239914.625 109 1893768.000 110 1096779.375 111 1071486.125 112 1239915.375 113 1104239.250 114 1239920.000 115 1096779.375 116 1096779.375 117 947917.750 118 1239915.375 119 1893768.000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,HWES,1.0918242931365967,"108 432323.40625 109 411831.53125 110 426183.93750 111 462635.90625 112 455485.71875 113 443230.87500 114 462354.65625 115 455438.25000 116 455438.25000 117 453179.62500 118 446422.53125 119 453854.93750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,AR,1.6002461910247803,"108 48582.207031 109 54110.988281 110 15003.780273 111 47874.472656 112 48396.757812 113 23351.675781 114 4758.400879 115 23641.548828 116 1222.727661 117 5053.543457 118 4971.534668 119 24831.494141 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ITR,XGBoost,1.5431358814239502,"81 494.063263 82 6064.988770 83 661.102234 84 605.197876 85 444.545654 86 2.960299 87 3330.376709 88 3328.279785 89 3328.279785 90 3321.903320 91 5887.073242 92 3320.771240 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Transferencias LC 61_1989,HWES,1.2697978019714355,"108 2818.262207 109 2619.115967 110 2688.359619 111 2934.845215 112 3041.855469 113 2663.834961 114 2833.792480 115 2835.601807 116 2416.649414 117 2024.936401 118 2688.359619 119 2691.573486 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,2.1333370208740234,"108 14829.006836 109 39837.503906 110 407952.781250 111 27684.437500 112 14829.006836 113 394275.187500 114 33155.738281 115 33388.585938 116 31460.179688 117 33782.601562 118 31116.517578 119 29772.103516 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,ISS,MLP,3.3647398948669434,"108 23036.459326 109 20772.060275 110 27546.997191 111 26087.324026 112 23784.766692 113 24454.068782 114 23709.042757 115 24155.229369 116 21927.409567 117 23233.399223 118 20035.048241 119 26704.542228 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,ITBI,XGBoost,2.1210386753082275,"107 15449.426758 108 18150.406250 109 17686.859375 110 20107.716797 111 8682.369141 112 25352.830078 113 10882.016602 114 13512.680664 115 12037.195312 116 9925.349609 117 10092.432617 118 10615.448242 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,IRRF,XGBoost,0.9629745483398438,"108 61193.640625 109 96172.210938 110 96172.210938 111 96172.664062 112 96172.210938 113 96332.843750 114 96171.695312 115 96172.210938 116 96172.210938 117 96172.664062 118 96337.085938 119 96172.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do FPM,SARIMAX,1.095890998840332,"108 1.124776e+06 109 1.893769e+06 110 1.198154e+06 111 1.096729e+06 112 1.893769e+06 113 1.080358e+06 114 1.893769e+06 115 1.198154e+06 116 9.060008e+05 117 1.094179e+06 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,HWES,1.225367784500122,"108 912250.9375 109 848549.7500 110 874786.9375 111 914843.9375 112 899000.6250 113 917439.4375 114 917517.1250 115 923628.3125 116 915049.8125 117 899000.6250 118 917053.1875 119 899000.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,XGBoost,0.927459716796875,"102 113469.601562 103 58494.195312 104 59282.859375 105 33482.605469 106 114719.625000 107 115028.875000 108 110542.187500 109 110542.117188 110 110290.773438 111 109338.796875 112 113665.679688 113 66720.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ITR,SES,1.445993185043335,"71 167.746063 72 227.254242 73 129.779587 74 39.400581 75 57.415054 76 533.797546 77 82.301102 78 86.980797 79 74.273727 80 38.130184 81 -82.711655 82 106.302910 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,IPTU,SARIMAX,1.8061115741729736,"79 5520.115723 80 5398.051758 81 5398.040527 82 4659.122070 83 4659.122070 84 65916.601562 85 293237.625000 86 32641.937500 87 63237.191406 88 2014.161987 89 2009.176392 90 1791.737061 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,ISS,XGBoost,1.038823127746582,"96 80786.781250 97 80786.781250 98 80553.804688 99 81019.593750 100 80786.781250 101 80786.781250 102 80998.617188 103 80998.617188 104 80998.617188 105 80998.617188 106 81019.593750 107 81019.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,ITBI,XGBoost,1.5598418712615967,"94 44579.820312 95 45826.277344 96 45937.964844 97 44003.390625 98 44917.519531 99 45047.511719 100 43934.753906 101 44994.714844 102 44917.519531 103 45313.527344 104 44701.187500 105 43743.878906 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,IRRF,XGBoost,2.4006617069244385,"96 85785.734375 97 85763.328125 98 85762.953125 99 85762.953125 100 85785.734375 101 85785.734375 102 85785.734375 103 85785.734375 104 85785.734375 105 85771.273438 106 85785.734375 107 85771.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do FPM,SARIMAX,1.0831527709960938,"96 1182265.125 97 1811506.375 98 1094623.875 99 1182265.125 100 1784365.125 101 1182265.125 102 1811506.375 103 1182265.125 104 1182780.125 105 1182769.000 106 1811308.250 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,SES,0.8790609836578369,"96 441282.18750 97 439770.53125 98 454500.40625 99 431948.62500 100 454500.06250 101 432032.59375 102 401559.28125 103 453813.87500 104 434873.59375 105 434871.68750 106 425144.34375 107 468509.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,MLP,2.486478805541992,"96 201460.475382 97 91057.040663 98 108036.915063 99 204147.489418 100 119789.684840 101 96078.043280 102 330911.333386 103 88232.822154 104 82801.118323 105 88632.699004 106 93908.647187 107 336300.486006 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ITR,HWES,1.760042667388916,"82 212.380356 83 249.270676 84 912.173706 85 960.133789 86 279.010864 87 177.777939 88 184.449295 89 177.777939 90 154.841766 91 158.299500 92 12.113037 93 16.554785 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Transferencias LC 61_1989,AR,1.2167487144470215,"96 4212.507812 97 4379.283691 98 4212.031738 99 4010.774902 100 3145.603271 101 4654.850098 102 3145.628906 103 4037.629150 104 4280.817383 105 4190.633789 106 4024.208252 107 4258.798828 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,IPTU,MLP,1.8284213542938232,"91 6100.344150 92 7817.655697 93 8917.476611 94 11481.353115 95 40733.973121 96 8121.194006 97 7804.652292 98 7854.017997 99 8892.596533 100 10872.597339 101 13470.361983 102 16591.335766 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,ISS,MLP,1.692596673965454,"108 19493.618275 109 18306.685936 110 16864.912051 111 16945.450930 112 17152.235616 113 17327.354166 114 16800.299841 115 16976.573761 116 17468.574583 117 17486.223111 118 18000.899988 119 17663.666667 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,ITBI,AR,1.9755587577819824,"85 137456.500000 86 3602.449219 87 137352.937500 88 137274.062500 89 137417.093750 90 7987.242188 91 3622.717041 92 5356.003906 93 137442.656250 94 7925.793457 95 137398.156250 96 2884.922119 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,IRRF,SES,2.0722038745880127,"107 64536.847656 108 64536.847656 109 64541.238281 110 64536.847656 111 64536.847656 112 64541.238281 113 64536.847656 114 64536.847656 115 64536.847656 116 64536.855469 117 64536.847656 118 64536.855469 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do FPM,HWES,2.4971811771392822,"108 1.228383e+06 109 1.893771e+06 110 1.047909e+06 111 1.142367e+06 112 1.228915e+06 113 1.244930e+06 114 1.228915e+06 115 1.047909e+06 116 1.046510e+06 117 9.284134e+05 118 1.228915e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,HWES,1.063976526260376,"108 650221.250 109 613557.000 110 612942.375 111 656777.125 112 650561.500 113 656777.375 114 656777.375 115 656777.125 116 656777.125 117 650561.500 118 656777.125 119 650561.500 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,XGBoost,2.2786784172058105,"101 23895.404297 102 23877.386719 103 41015.992188 104 41015.992188 105 37365.152344 106 23877.386719 107 7419.384277 108 7114.339355 109 5236.050293 110 5588.876953 111 5196.894043 112 33222.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ITR,MLP,2.339325428009033,"86 19366.221523 87 10019.277192 88 11727.968661 89 14347.684880 90 18230.262521 91 23116.885795 92 29479.997206 93 37583.067500 94 47224.408717 95 50355.753860 96 46418.292786 97 56549.287160 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Transferencias LC 61_1989,HWES,1.1992309093475342,"108 5883.663086 109 4841.347656 110 5935.092285 111 6814.284668 112 5611.847656 113 5473.062988 114 5412.582031 115 5937.097168 116 5330.103027 117 5334.262207 118 5674.678223 119 7763.493164 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,IPTU,HWES,2.197502851486206,"108 203888.578125 109 197892.921875 110 241280.828125 111 87943.140625 112 78674.093750 113 358898.968750 114 66197.039062 115 69166.882812 116 475739.562500 117 78206.023438 118 371887.781250 119 371751.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,ISS,SARIMAX,1.1461336612701416,"108 612165.18750 109 644250.06250 110 896383.56250 111 523084.68750 112 897935.75000 113 781578.50000 114 612165.18750 115 781578.50000 116 523870.90625 117 835255.62500 118 545301.87500 119 835255.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,ITBI,HWES,1.093639850616455,"108 139316.515625 109 143688.734375 110 166351.171875 111 183723.250000 112 153729.281250 113 190879.781250 114 190869.218750 115 191103.718750 116 182747.343750 117 245573.515625 118 241429.015625 119 216906.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,IRRF,SARIMAX,0.9714558124542236,"108 520712.90625 109 520751.18750 110 521306.78125 111 521306.78125 112 521306.78125 113 521306.78125 114 520754.75000 115 520754.75000 116 520754.75000 117 521306.78125 118 520754.75000 119 521306.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do FPM,AR,1.062056064605713,"108 3029856.25 109 5050049.50 110 2695525.25 111 3029856.25 112 3252112.00 113 3178341.50 114 5050049.50 115 2695525.25 116 2695525.25 117 2505518.50 118 3252112.00 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,HWES,1.0442733764648438,"108 2914873.00 109 2762144.25 110 2868321.75 111 2916829.00 112 2952113.50 113 2843576.00 114 2911573.25 115 2942006.50 116 2942006.50 117 2914496.50 118 2916514.75 119 2914496.50 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,AR,1.8432366847991943,"108 8.991389e+05 109 3.794911e+05 110 7.284128e+05 111 1.074824e+06 112 7.204617e+05 113 4.151589e+05 114 3.345164e+05 115 2.590929e+05 116 1.414512e+05 117 9.258920e+04 118 7.981476e+04 119 7.204617e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do ITR,HWES,2.0190842151641846,"72 2.291732e+04 73 2.389668e+04 74 1.292649e+04 75 2.473733e+04 76 1.286503e+04 77 1.206676e+04 78 1.540264e+04 79 2.261402e+04 80 2.366560e+05 81 1.027668e+06 82 4.933527e+04 83 2.399531e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Transferencias LC 61_1989,MLP,1.6504511833190918,"108 22923.258009 109 20934.895209 110 21581.600475 111 22138.811685 112 21872.479316 113 22310.178782 114 22419.163886 115 21789.950541 116 22005.206444 117 24195.380202 118 21552.799426 119 22506.160235 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,IPTU,HWES,2.6729092597961426,"93 1579.696899 94 2704.041504 95 57165.714844 96 57649.628906 97 947.050964 98 14696.118164 99 2808.629883 100 31419.119141 101 3023.706543 102 2357.968506 103 1579.696899 104 1735.968262 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,ISS,AR,1.8622207641601562,"96 14151.412109 97 12870.291992 98 11171.406250 99 12886.326172 100 14807.565430 101 14152.178711 102 14707.374023 103 14707.374023 104 12873.006836 105 14807.565430 106 13479.010742 107 14807.565430 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,ITBI,SARIMAX,1.4222800731658936,"95 9807.037109 96 4037.242676 97 9886.221680 98 8142.613281 99 8062.251465 100 9417.560547 101 13351.103516 102 10472.607422 103 9820.035156 104 13373.344727 105 9443.091797 106 8004.112793 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,IRRF,SARIMAX,1.6738255023956299,"96 81884.710938 97 81797.203125 98 81797.203125 99 81797.203125 100 81884.710938 101 81856.710938 102 81884.710938 103 81811.914062 104 81797.203125 105 67365.164062 106 67365.164062 107 81811.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do FPM,HWES,1.250814437866211,"96 1.237611e+06 97 1.893769e+06 98 1.036397e+06 99 1.209530e+06 100 1.589195e+06 101 1.237606e+06 102 1.589194e+06 103 1.036397e+06 104 1.072611e+06 105 1.031650e+06 106 1.589195e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,SARIMAX,1.1611723899841309,"96 985164.5000 97 984796.4375 98 983858.6875 99 985933.6250 100 986128.0625 101 985678.4375 102 985933.6250 103 985933.6250 104 985933.6250 105 986740.0000 106 985100.0000 107 986740.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,AR,2.0623419284820557,"96 91591.007812 97 22839.054688 98 50685.726562 99 50685.726562 100 38744.011719 101 12129.635742 102 11957.208008 103 11892.126953 104 11892.126953 105 7313.375977 106 11892.126953 107 91591.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ITR,MLP,2.0859973430633545,"82 6534.387268 83 4063.654385 84 4558.814484 85 5141.376545 86 5768.720805 87 6531.716331 88 7267.404123 89 8181.768511 90 10732.438253 91 9524.811924 92 7609.134166 93 8557.131413 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Transferencias LC 61_1989,HWES,1.3114967346191406,"96 5808.750977 97 6054.819824 98 6468.436035 99 6440.563477 100 6585.139648 101 6421.200195 102 6383.934570 103 6290.733887 104 6158.398438 105 6241.517090 106 6191.940430 107 6285.962891 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,IPTU,HWES,1.5520637035369873,"98 7010.194336 99 12197.843750 100 11880.581055 101 8652.826172 102 51311.074219 103 44726.851562 104 4910.714844 105 3485.595703 106 1111.232300 107 537.721313 108 962.390808 109 1597.203125 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,ISS,SARIMAX,2.2761170864105225,"108 42790.753906 109 42748.707031 110 42748.707031 111 40200.949219 112 42550.371094 113 42723.593750 114 42668.105469 115 42553.316406 116 42748.707031 117 42668.105469 118 42352.343750 119 42156.570312 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,ITBI,AR,2.807753324508667,"103 7278.066895 104 9074.263672 105 8707.958984 106 8540.139648 107 8357.130859 108 6769.105957 109 8736.441406 110 8600.359375 111 5274.462402 112 4834.535156 113 1261.652222 114 -935.141724 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,IRRF,MLP,2.035656213760376,"108 23686.264316 109 48491.973302 110 59574.010187 111 56107.538946 112 55837.464519 113 56736.407167 114 53794.762812 115 56002.891653 116 55838.244371 117 53947.002232 118 64074.066027 119 126391.933159 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do FPM,HWES,1.212038278579712,"108 1.228383e+06 109 1.893771e+06 110 1.047909e+06 111 1.142366e+06 112 1.228914e+06 113 1.244929e+06 114 1.228914e+06 115 1.047909e+06 116 1.046510e+06 117 9.284134e+05 118 1.228914e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,HWES,0.9922935962677002,"108 526659.50000 109 499724.46875 110 505865.06250 111 527228.62500 112 545576.31250 113 508992.31250 114 527228.62500 115 530589.25000 116 527228.62500 117 542975.56250 118 527966.06250 119 542975.56250 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,MLP,1.8396248817443848,"107 88670.450458 108 34262.503983 109 35978.728319 110 48566.070577 111 42763.872887 112 26994.380884 113 27550.039416 114 25361.455379 115 44489.998794 116 28250.724002 117 28076.619270 118 81710.390333 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ITR,XGBoost,1.5801713466644287,"87 1046.049927 88 1356.298706 89 1823.290771 90 1942.861938 91 1945.000244 92 1942.828003 93 512.228027 94 1945.794312 95 511.528992 96 511.532684 97 512.228027 98 512.228027 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Transferencias LC 61_1989,HWES,1.5909626483917236,"108 4464.125488 109 4549.779297 110 4406.307617 111 3949.319824 112 3904.513672 113 3972.280762 114 3959.765381 115 4134.198242 116 3748.575439 117 4021.412109 118 4361.788574 119 4355.768555 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,IPTU,HWES,2.8210535049438477,"100 1.493770e+06 101 2.237645e+07 102 2.547843e+07 103 3.033376e+06 104 3.126594e+06 105 3.126594e+06 106 3.126594e+06 107 2.211022e+07 108 3.126594e+06 109 3.126594e+06 110 3.126594e+06 111 3.126594e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,ISS,HWES,1.0325701236724854,"100 7795767.5 101 7540546.5 102 4664437.0 103 4660026.0 104 4669149.0 105 7067001.0 106 7798908.5 107 7798908.5 108 7920037.5 109 5576202.0 110 7056019.0 111 7795767.5 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,ITBI,SARIMAX,1.1623902320861816,"100 4548416.0 101 4551211.5 102 4598504.5 103 4616538.0 104 4594486.5 105 4598287.0 106 4594486.5 107 4594484.5 108 4616490.5 109 4609647.5 110 4594486.5 111 4594486.5 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,IRRF,SARIMAX,2.5504074096679688,"100 1577049.500 101 1575911.500 102 1578021.875 103 2632979.750 104 1578021.875 105 2633527.500 106 2633527.500 107 2633527.750 108 2633527.750 109 2633527.750 110 2633527.750 111 2633527.750 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do FPM,SARIMAX,1.053156852722168,"100 5681306.5 101 5681301.5 102 3634253.5 103 3252598.5 104 5681306.5 105 4527643.5 106 5681306.0 107 3252598.5 108 4527643.5 109 3634257.5 110 5681306.5 111 5681301.5 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,SES,1.150639295578003,"100 2950500.75 101 2408541.50 102 2618598.25 103 2842997.25 104 2971067.75 105 2919412.75 106 2850755.50 107 2850612.25 108 2845720.75 109 2979165.75 110 2922534.00 111 2969191.75 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,SARIMAX,2.1655383110046387,"100 2.325180e+06 101 1.311402e+06 102 1.693219e+06 103 2.005017e+06 104 1.690550e+06 105 1.087682e+06 106 7.869999e+05 107 4.174782e+05 108 2.168392e+05 109 1.593383e+05 110 1.593383e+05 111 2.325230e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do ITR,MLP,2.0398669242858887,"100 26871.452638 101 48404.643184 102 11661.009839 103 12238.258531 104 16259.484515 105 14203.202522 106 13315.999525 107 14696.784840 108 30013.024899 109 94497.281143 110 18532.121062 111 21898.211036 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Transferencias LC 61_1989,SES,0.9971551895141602,"64 25549.857422 65 26934.210938 66 25548.351562 67 25090.197266 68 25551.333984 69 27623.289062 70 28512.441406 71 22943.785156 72 22943.785156 73 22351.843750 74 22943.757812 75 22443.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,IPTU,XGBoost,2.0609779357910156,"76 136421.234375 77 135457.265625 78 269446.375000 79 274739.906250 80 261141.546875 81 266453.031250 82 260426.390625 83 266730.812500 84 266732.375000 85 136819.953125 86 136819.953125 87 136188.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,ISS,XGBoost,1.494809865951538,"76 88071.023438 77 87788.976562 78 88620.781250 79 77123.429688 80 88176.968750 81 91548.765625 82 76136.007812 83 73858.718750 84 63992.082031 85 90618.523438 86 64195.875000 87 82442.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,ITBI,MLP,0.9500536918640137,"76 90296.323475 77 85072.887792 78 86499.728945 79 98181.811867 80 88125.844903 81 88493.905631 82 156233.376670 83 105212.471994 84 90154.513609 85 81359.447146 86 98345.488811 87 99471.454719 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,IRRF,SARIMAX,1.0290472507476807,"76 121261.507812 77 242258.781250 78 242258.781250 79 242258.781250 80 242258.781250 81 244079.421875 82 244094.515625 83 244079.328125 84 244093.968750 85 244093.968750 86 244094.515625 87 244094.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do FPM,MLP,1.2189252376556396,"76 1.581722e+06 77 1.858580e+06 78 1.477422e+06 79 1.596925e+06 80 1.682423e+06 81 1.638233e+06 82 1.543147e+06 83 1.992120e+06 84 1.580840e+06 85 1.559902e+06 86 1.730200e+06 87 2.165609e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,Prophet,1.1720373630523682,"76 1469926.750 77 1668372.000 78 1615733.500 79 1551631.000 80 1615733.500 81 1551631.000 82 1551631.000 83 1668372.000 84 1572687.750 85 1464462.875 86 1464462.875 87 1615733.500 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,MLP,0.9731230735778809,"74 164326.392091 75 95973.107839 76 101207.632311 77 126436.058703 78 122866.645302 79 95478.006858 80 90467.250577 81 88303.767568 82 82359.638923 83 83481.334059 84 82356.004279 85 132005.140098 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do ITR,MLP,1.7339541912078857,"75 1.358315e+05 76 1.289525e+05 77 1.593326e+05 78 1.975679e+05 79 2.502878e+05 80 3.041102e+05 81 3.885071e+05 82 4.795380e+05 83 6.290368e+05 84 1.188348e+06 85 8.461424e+05 86 1.023014e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Transferencias LC 61_1989,XGBoost,0.9541015625,"52 14818.360352 53 13217.825195 54 13217.825195 55 16289.698242 56 16004.899414 57 16004.899414 58 16416.197266 59 16004.899414 60 15754.228516 61 14818.360352 62 16004.899414 63 14899.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,IPTU,HWES,2.5506176948547363,"108 225222.328125 109 146473.203125 110 146338.125000 111 20631.593750 112 20905.291016 113 14566.347656 114 22893.027344 115 20473.912109 116 14245.664062 117 14486.241211 118 47886.363281 119 19477.576172 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,ISS,MLP,1.9247307777404785,"108 648698.025499 109 616177.269263 110 735461.438087 111 648946.435940 112 667878.135806 113 670959.544328 114 716791.420310 115 678980.460268 116 704614.920706 117 682417.613467 118 717602.075787 119 728301.184799 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,ITBI,AR,2.296123504638672,"103 7974.462402 104 5337.527832 105 19673.935547 106 17504.484375 107 12298.728516 108 4522.065430 109 9124.447266 110 7177.487793 111 13285.870117 112 15513.296875 113 15358.063477 114 2698.224121 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,IRRF,SARIMAX,1.1101937294006348,"108 181761.921875 109 181761.921875 110 181766.281250 111 181766.281250 112 181766.281250 113 181766.281250 114 181766.281250 115 181766.281250 116 181766.281250 117 181766.281250 118 181766.281250 119 181766.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do FPM,HWES,1.6140286922454834,"108 1.038775e+06 109 1.893730e+06 110 1.086676e+06 111 1.138427e+06 112 1.215853e+06 113 1.235977e+06 114 1.215953e+06 115 9.440702e+05 116 1.086676e+06 117 9.407992e+05 118 1.215853e+06 119 1.792608e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,HWES,1.1339991092681885,"108 551513.50000 109 563316.56250 110 525503.68750 111 512928.15625 112 577404.43750 113 508977.37500 114 512928.15625 115 512869.21875 116 562666.31250 117 621891.18750 118 557318.81250 119 621891.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,AR,1.1343460083007812,"108 145970.593750 109 101667.851562 110 105543.093750 111 145497.562500 112 145586.640625 113 100201.585938 114 74725.859375 115 16952.656250 116 35780.812500 117 21334.501953 118 16272.709961 119 145970.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ITR,AR,2.5050923824310303,"92 11057.318359 93 10396.127930 94 10124.622070 95 10914.702148 96 10370.995117 97 10371.016602 98 10081.574219 99 10283.875977 100 6745.021484 101 335535.093750 102 21683.992188 103 50382.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Transferencias LC 61_1989,HWES,1.269665002822876,"108 2915.963867 109 4458.959473 110 5855.424316 111 5195.985352 112 5617.795410 113 5112.728027 114 5086.864258 115 5478.868164 116 5552.982910 117 5207.282227 118 5115.459473 119 5044.777344 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,IPTU,SARIMAX,1.4027738571166992,"106 297995.125000 107 371598.218750 108 145496.296875 109 161290.046875 110 123686.960938 111 183627.546875 112 103824.265625 113 102843.140625 114 188957.765625 115 123686.960938 116 128472.218750 117 185339.343750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,ISS,HWES,1.6473493576049805,"108 1.451497e+06 109 1.185397e+06 110 1.020895e+06 111 1.016849e+06 112 1.005012e+06 113 1.056722e+06 114 1.006810e+06 115 1.005012e+06 116 1.006810e+06 117 1.005340e+06 118 1.005012e+06 119 1.006810e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,ITBI,XGBoost,1.7298524379730225,"105 34477.714844 106 34990.179688 107 33364.570312 108 41590.453125 109 35327.792969 110 35018.640625 111 34154.765625 112 33605.566406 113 41709.078125 114 34152.613281 115 36074.851562 116 33853.378906 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,IRRF,SARIMAX,2.124994993209839,"108 376212.40625 109 376212.40625 110 376212.40625 111 376212.40625 112 376212.40625 113 376212.40625 114 376212.40625 115 376212.40625 116 376212.40625 117 376212.40625 118 376212.40625 119 376206.25000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do FPM,HWES,1.6346797943115234,"108 3169976.50 109 4419250.00 110 2408062.00 111 2671540.25 112 3170406.75 113 3198021.50 114 3135402.25 115 2590536.50 116 2629260.00 117 2250686.00 118 3170406.75 119 4419250.00 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,XGBoost,1.8268733024597168,"108 2602687.25 109 2607544.75 110 2606836.50 111 2606251.50 112 2602294.00 113 2601848.75 114 2602264.00 115 2602229.50 116 2602229.50 117 2600003.00 118 2597715.50 119 2599635.25 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,MLP,1.201169729232788,"106 549202.758807 107 285888.660923 108 371013.802503 109 440367.778634 110 385557.846921 111 232661.318648 112 207721.441747 113 188770.742636 114 175093.514014 115 168731.720399 116 171598.463721 117 474314.467014 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ITR,HWES,2.8068392276763916,"93 84281.078125 94 78608.578125 95 84638.867188 96 79021.875000 97 78608.578125 98 78633.992188 99 84516.328125 100 79021.875000 101 42480.312500 102 294732.156250 103 53096.500000 104 53096.500000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Transferencias LC 61_1989,XGBoost,2.046367645263672,"108 10882.483398 109 15903.883789 110 19778.537109 111 13840.266602 112 14042.867188 113 13841.532227 114 13844.012695 115 14161.641602 116 14038.508789 117 17597.402344 118 22044.634766 119 16942.914062 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,IPTU,MLP,2.6680877208709717,"98 46423.623099 99 47264.585636 100 47535.626983 101 48615.279047 102 48731.537405 103 49235.227790 104 54989.482287 105 156611.722130 106 52407.412196 107 46712.972472 108 47015.310174 109 45543.856061 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,ISS,SARIMAX,1.5087027549743652,"108 35446.636719 109 35436.441406 110 35478.890625 111 35445.468750 112 35446.636719 113 35470.550781 114 35469.851562 115 35478.890625 116 35470.550781 117 35470.550781 118 35470.550781 119 35478.890625 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,0.9325213432312012,"108 25021.494141 109 17502.882812 110 27318.261719 111 8571.620117 112 9458.426758 113 9791.632812 114 14841.409180 115 19376.158203 116 39331.453125 117 17321.601562 118 22509.496094 119 31518.917969 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,IRRF,MLP,1.7710847854614258,"108 15956.413376 109 59690.850860 110 51846.150036 111 53101.201977 112 54543.426097 113 50673.155970 114 54611.560448 115 67058.238027 116 54415.574799 117 56056.754755 118 67111.286810 119 142743.759261 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do FPM,HWES,1.237128734588623,"108 1.326660e+06 109 1.893808e+06 110 1.118293e+06 111 1.139845e+06 112 1.326871e+06 113 1.343909e+06 114 1.326871e+06 115 1.118293e+06 116 1.118293e+06 117 9.786056e+05 118 1.326871e+06 119 1.893808e+06 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,HWES,1.1027228832244873,"108 767485.5625 109 708560.5000 110 767731.6250 111 776745.5625 112 775685.5000 113 767743.5625 114 776758.5625 115 764715.8125 116 769908.5625 117 775685.5000 118 767743.5625 119 772920.6250 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,AR,1.8479969501495361,"108 260770.281250 109 44432.082031 110 79768.976562 111 176857.796875 112 245976.062500 113 48265.148438 114 43221.769531 115 32593.605469 116 22387.064453 117 29164.546875 118 22387.064453 119 260915.031250 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ITR,XGBoost,2.1669626235961914,"83 499.352539 84 646.332703 85 7313.606934 86 7620.847168 87 7619.294434 88 7627.975098 89 7616.601074 90 7626.581055 91 7753.088379 92 7753.088379 93 7626.581055 94 7627.845215 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Transferencias LC 61_1989,AR,2.125945806503296,"108 6126.908691 109 6519.012207 110 6805.408203 111 6608.790527 112 6573.363770 113 6693.829590 114 6750.302734 115 6259.921387 116 6447.612305 117 6362.925781 118 6532.267090 119 6342.877441 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,IPTU,SARIMAX,1.5250821113586426,"88 4.185361e+04 89 6.235045e+04 90 1.083158e+06 91 9.920686e+04 92 7.683248e+04 93 6.980659e+04 94 7.897869e+04 95 1.485781e+05 96 6.242799e+04 97 1.129750e+05 98 7.887573e+04 99 7.683248e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,ISS,SARIMAX,1.325120210647583,"96 127014.140625 97 118197.976562 98 125406.273438 99 125192.515625 100 126024.093750 101 125406.273438 102 125406.273438 103 126176.851562 104 125406.273438 105 125406.273438 106 125406.273438 107 125406.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,ITBI,SES,1.3424694538116455,"96 36212.234375 97 36212.234375 98 38178.023438 99 38199.191406 100 41569.664062 101 40050.976562 102 36212.234375 103 35614.988281 104 40398.695312 105 42901.843750 106 41552.578125 107 41702.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,IRRF,MLP,1.1120085716247559,"96 87674.893357 97 99965.078629 98 104579.556747 99 129285.324773 100 93431.650641 101 109903.182508 102 112149.091420 103 141497.439206 104 94898.759043 105 116693.671597 106 116977.691471 107 160182.935843 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do FPM,SARIMAX,1.1588959693908691,"96 1619998.750 97 1921099.125 98 1427775.625 99 1619998.750 100 1921099.125 101 1663655.375 102 1615412.000 103 1663655.375 104 1615412.000 105 1615412.000 106 1921099.125 107 1921099.125 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,SES,1.0833876132965088,"96 731146.9375 97 954020.5625 98 953172.0625 99 774732.3750 100 965897.2500 101 773344.8125 102 773344.7500 103 953947.8750 104 762449.5000 105 768544.5625 106 761350.0000 107 953099.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,MLP,1.6900405883789062,"92 456772.656467 93 155057.658661 94 218579.196952 95 299587.805962 96 219853.781224 97 140627.140380 98 119556.206644 99 111636.438200 100 91100.505321 101 87145.236471 102 92601.333787 103 802273.649402 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do ITR,SARIMAX,1.6417021751403809,"91 609.871460 92 1218.940063 93 710.869812 94 766.604736 95 609.871460 96 609.871460 97 766.604736 98 609.871460 99 17379.792969 100 52893.464844 101 1601.679688 102 1601.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,IPTU,SES,1.6398539543151855,"100 19671.835938 101 27884.431641 102 28623.191406 103 28623.191406 104 21554.369141 105 114476.757812 106 11713.550781 107 11486.341797 108 8219.436523 109 8408.386719 110 8438.167969 111 6457.592773 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,ISS,MLP,1.9476404190063477,"108 15257.903476 109 15085.773548 110 20608.679935 111 14854.667775 112 25971.435385 113 18959.061605 114 16487.067143 115 15934.173882 116 14755.524450 117 15977.889085 118 15075.950720 119 16543.499789 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,ITBI,HWES,1.256389856338501,"108 55864.632812 109 56055.101562 110 40053.019531 111 37211.433594 112 42056.074219 113 17983.826172 114 16269.145508 115 17098.958984 116 19582.376953 117 29415.333984 118 14383.561523 119 5073.772461 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,IRRF,XGBoost,1.0292243957519531,"104 142729.140625 105 142564.765625 106 142564.765625 107 142564.843750 108 142897.609375 109 142564.843750 110 142564.843750 111 142564.843750 112 142564.843750 113 142564.765625 114 142564.765625 115 143750.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do FPM,HWES,1.8403887748718262,"108 1136101.750 109 1860175.250 110 1526243.625 111 1272200.250 112 1861322.750 113 1565225.000 114 1573325.750 115 1565595.250 116 1565595.250 117 1562204.250 118 1625234.875 119 1861322.750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,HWES,1.232349157333374,"108 602324.18750 109 518780.03125 110 518962.71875 111 619268.62500 112 668078.75000 113 578179.56250 114 662943.25000 115 662943.25000 116 662943.25000 117 674951.12500 118 598796.56250 119 674951.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,XGBoost,1.5724046230316162,"107 67321.148438 108 46864.921875 109 79251.085938 110 13396.590820 111 43036.078125 112 45756.484375 113 48105.972656 114 46425.460938 115 22350.326172 116 14674.543945 117 14674.543945 118 27783.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ITR,MLP,1.9190127849578857,"101 13778.085008 102 16526.039632 103 19894.055725 104 23908.644526 105 28989.855477 106 34772.178521 107 41786.368100 108 50474.437643 109 60959.946967 110 100368.001118 111 75150.193295 112 89479.215880 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Transferencias LC 61_1989,SES,1.512845516204834,"108 5359.954590 109 5269.617676 110 5133.177246 111 5188.991211 112 5091.320312 113 4987.737793 114 4988.659668 115 5189.249512 116 5132.935059 117 5303.295410 118 5270.098633 119 4986.143555 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,IPTU,MLP,2.4833855628967285,"108 1.296278e+06 109 3.163352e+06 110 5.202012e+05 111 4.307501e+05 112 4.676909e+05 113 4.547113e+05 114 3.856398e+05 115 2.627739e+05 116 3.334249e+05 117 4.976532e+05 118 8.137205e+05 119 4.290876e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,ISS,SES,1.8672208786010742,"108 7.480940e+05 109 1.106316e+06 110 1.106316e+06 111 7.480940e+05 112 1.106316e+06 113 1.106316e+06 114 1.106316e+06 115 1.106316e+06 116 8.393978e+05 117 7.480940e+05 118 1.106316e+06 119 1.106316e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,ITBI,MLP,1.2375190258026123,"108 413920.450578 109 365748.730090 110 397598.259140 111 388699.977427 112 415186.202042 113 425604.638569 114 395037.808622 115 545657.337893 116 439892.223630 117 694244.548334 118 564946.090152 119 427914.868756 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,IRRF,SARIMAX,1.2965917587280273,"108 8.557992e+05 109 1.729686e+06 110 1.006192e+06 111 1.729686e+06 112 1.729686e+06 113 1.729686e+06 114 1.729686e+06 115 1.729686e+06 116 1.729686e+06 117 1.729686e+06 118 1.729686e+06 119 1.729686e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do FPM,HWES,1.3664050102233887,"108 4912868.5 109 7575074.5 110 4096428.5 111 4595808.5 112 6310078.5 113 4912868.5 114 6480554.0 115 4096428.5 116 4042862.0 117 3754265.0 118 6310078.5 119 7575074.5 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,HWES,2.0727367401123047,"108 6200923.0 109 4521965.0 110 4573331.0 111 5891371.0 112 6415894.5 113 6070241.0 114 6006817.0 115 6362473.0 116 6362473.0 117 6312819.0 118 6070240.0 119 6312819.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,HWES,1.8509485721588135,"108 1.523383e+06 109 7.521315e+05 110 1.548235e+06 111 1.534987e+06 112 1.515599e+06 113 8.062626e+05 114 6.909637e+05 115 6.529966e+05 116 1.439334e+05 117 1.357103e+05 118 1.357103e+05 119 1.430847e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ITR,SARIMAX,2.1458094120025635,"108 8.497761e+05 109 8.769309e+04 110 9.570659e+04 111 8.712741e+04 112 8.869285e+04 113 8.869285e+04 114 8.874265e+04 115 8.712741e+04 116 6.427211e+05 117 3.662701e+06 118 8.951023e+05 119 8.951023e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Transferencias LC 61_1989,MLP,1.9323186874389648,"108 70718.053169 109 67097.051334 110 68578.754291 111 69861.896173 112 69556.996600 113 70603.689762 114 71006.617911 115 70005.183667 116 70640.066636 117 75013.033268 118 70106.120007 119 72155.824312 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,IPTU,HWES,2.1690824031829834,"93 17470.343750 94 17472.212891 95 18451.265625 96 20272.798828 97 20091.810547 98 29238.470703 99 28679.626953 100 23713.505859 101 30351.234375 102 28771.644531 103 29821.287109 104 30142.259766 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,ISS,HWES,2.5213770866394043,"96 51521.039062 97 66933.257812 98 65299.710938 99 50244.621094 100 50292.019531 101 50244.621094 102 50411.589844 103 50244.621094 104 49962.125000 105 50205.902344 106 50123.113281 107 50188.449219 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,ITBI,XGBoost,1.0573451519012451,"96 33623.660156 97 54527.585938 98 7968.720215 99 3237.167725 100 33310.742188 101 1052.404419 102 25049.115234 103 38549.019531 104 39419.203125 105 31765.572266 106 25460.648438 107 66349.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,IRRF,Prophet,1.4597055912017822,"96 429265.46875 97 408456.21875 98 408456.21875 99 403866.28125 100 408456.21875 101 408456.21875 102 408456.21875 103 408456.21875 104 408456.21875 105 408456.37500 106 408456.21875 107 429265.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do FPM,HWES,1.1531364917755127,"96 1215889.875 97 1893768.625 98 1073496.500 99 1145556.625 100 1215889.875 101 1226677.500 102 1225083.750 103 1073496.500 104 1072721.125 105 957906.875 106 1215889.875 107 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,SES,1.0629491806030273,"96 1861729.500 97 1488655.375 98 1732629.250 99 1879931.625 100 1948940.000 101 1856703.750 102 1940383.000 103 1933936.875 104 1939846.125 105 1999633.250 106 1844507.625 107 1999664.000 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,AR,1.6513919830322266,"96 238907.671875 97 175935.765625 98 197405.984375 99 252347.859375 100 209586.390625 101 67595.117188 102 33263.109375 103 33259.464844 104 32298.679688 105 25890.886719 106 23295.406250 107 197405.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Transferencias LC 61_1989,HWES,1.4060978889465332,"96 17287.630859 97 19236.453125 98 17759.183594 99 18029.250000 100 18863.361328 101 18989.890625 102 18464.312500 103 18156.857422 104 16352.663086 105 17557.972656 106 18071.060547 107 18070.261719 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,IPTU,AR,2.5483787059783936,"102 3927.032959 103 4344.286133 104 2990.204346 105 45960.289062 106 46093.746094 107 35024.925781 108 34845.761719 109 34844.750000 110 34845.761719 111 33940.628906 112 33153.367188 113 34063.875000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,ISS,XGBoost,1.464249610900879,"104 8905.261719 105 8481.192383 106 8732.252930 107 8905.261719 108 8732.252930 109 8737.597656 110 8470.404297 111 8466.710938 112 8470.404297 113 8732.345703 114 8737.597656 115 9387.127930 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,ITBI,XGBoost,1.5983586311340332,"90 16287.570312 91 15153.715820 92 15103.321289 93 19157.367188 94 11991.734375 95 18440.386719 96 14495.975586 97 14849.278320 98 14815.231445 99 12799.750977 100 14815.231445 101 15149.423828 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,IRRF,XGBoost,1.113429069519043,"104 65342.523438 105 65344.105469 106 65344.089844 107 65341.476562 108 65341.476562 109 65341.476562 110 65341.476562 111 65341.476562 112 65341.476562 113 65341.476562 114 65341.476562 115 65344.105469 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do FPM,HWES,1.1969621181488037,"104 1356066.125 105 1893768.625 106 1114975.125 107 1147670.875 108 1286819.000 109 1361427.750 110 1393346.500 111 1114975.125 112 1116788.125 113 1001329.125 114 1286819.000 115 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,SARIMAX,1.7360918521881104,"104 470191.62500 105 467332.78125 106 467689.25000 107 469391.25000 108 472354.43750 109 468546.03125 110 469391.25000 111 472283.59375 112 472283.59375 113 472043.62500 114 469391.25000 115 472043.62500 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,AR,1.9704391956329346,"100 24882.919922 101 7226.192383 102 36540.941406 103 32017.595703 104 31991.720703 105 8099.250000 106 8086.455078 107 7999.340820 108 5959.494629 109 3971.844482 110 4014.424561 111 36697.664062 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ITR,XGBoost,1.4098730087280273,"68 7965.907227 69 8370.344727 70 8553.474609 71 1857.724487 72 1857.724487 73 7638.651855 74 8188.916992 75 1071.159180 76 8641.761719 77 30788.226562 78 7638.651855 79 7368.261719 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,IPTU,SARIMAX,2.7394261360168457,"103 720.026733 104 6513.802734 105 85282.828125 106 949154.875000 107 150151.531250 108 149921.968750 109 87207.773438 110 5838.629883 111 10967.229492 112 85457.906250 113 6811.461426 114 14835.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,ISS,SARIMAX,1.1044392585754395,"108 406617.59375 109 406971.62500 110 406179.87500 111 435761.06250 112 386698.50000 113 394250.09375 114 380899.62500 115 385098.90625 116 380900.71875 117 386699.34375 118 394250.93750 119 395258.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,ITBI,SES,2.3262012004852295,"108 29815.619141 109 28693.214844 110 39737.660156 111 36504.113281 112 33710.402344 113 35614.242188 114 13882.875977 115 27480.720703 116 44411.625000 117 29386.048828 118 24903.376953 119 10435.504883 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,IRRF,SARIMAX,1.3659336566925049,"107 128283.046875 108 128283.046875 109 128315.265625 110 128358.710938 111 128315.265625 112 128358.710938 113 128315.265625 114 197082.703125 115 128315.265625 116 199263.828125 117 128358.710938 118 199263.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do FPM,SARIMAX,1.8436415195465088,"108 1.229469e+06 109 1.893550e+06 110 1.052601e+06 111 1.182258e+06 112 1.290842e+06 113 1.245100e+06 114 1.272086e+06 115 1.052601e+06 116 1.121681e+06 117 9.801302e+05 118 1.290842e+06 119 1.893550e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,HWES,0.9849288463592529,"108 2017391.000 109 1862699.750 110 1869343.750 111 2024422.625 112 2030700.625 113 2017391.000 114 2027336.500 115 2026777.500 116 2026777.500 117 1986451.500 118 2027178.750 119 1986847.500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,AR,2.5635552406311035,"108 481563.406250 109 219886.406250 110 220532.062500 111 435717.625000 112 471238.312500 113 193051.328125 114 193107.421875 115 86283.945312 116 31475.423828 117 19678.470703 118 22852.462891 119 378269.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ITR,SARIMAX,1.9915590286254883,"104 211.883728 105 204.555634 106 233.297562 107 233.503860 108 218.888855 109 233.498489 110 233.520493 111 204.573898 112 10396.257812 113 10396.241211 114 170.501984 115 234.100937 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Transferencias LC 61_1989,MLP,1.7708237171173096,"108 16125.358990 109 15112.043412 110 15477.667265 111 15796.809157 112 15685.202421 113 15942.230718 114 16027.501288 115 15726.602860 116 15867.755066 117 17042.891212 118 15689.199642 119 16217.242584 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,IPTU,HWES,2.41414737701416,"98 23717.554688 99 23667.234375 100 29352.935547 101 29698.498047 102 4646.600098 103 4733.856934 104 5063.736816 105 5063.736816 106 7193.512695 107 4968.361816 108 4646.600098 109 23002.587891 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,ISS,XGBoost,2.2354342937469482,"100 22644.560547 101 20547.175781 102 27949.949219 103 27981.277344 104 27986.480469 105 27960.046875 106 27965.468750 107 27981.277344 108 22746.240234 109 20547.175781 110 27966.025391 111 24085.201172 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,ITBI,HWES,2.0500786304473877,"98 1.517271e+05 99 1.553395e+05 100 1.565803e+05 101 1.556687e+05 102 1.557285e+05 103 1.557285e+05 104 1.558069e+05 105 1.565803e+05 106 1.320279e+06 107 7.739586e+04 108 7.760836e+04 109 7.734378e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,IRRF,SARIMAX,1.4222142696380615,"100 53813.882812 101 53813.972656 102 42354.996094 103 42354.996094 104 59853.757812 105 53813.972656 106 53813.972656 107 59853.757812 108 42354.996094 109 53813.882812 110 53813.972656 111 59853.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do FPM,SARIMAX,1.1890513896942139,"100 1892579.375 101 1893769.375 102 1480037.625 103 1481228.625 104 1892579.375 105 1585997.000 106 1893768.625 107 1480037.625 108 1480036.250 109 1150580.500 110 1893769.375 111 1893769.375 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,SARIMAX,1.0890893936157227,"100 708641.0625 101 696075.5000 102 705417.2500 103 708653.6875 104 707476.0000 105 708656.8125 106 711954.8750 107 711954.8750 108 711954.8750 109 706754.5000 110 708653.6875 111 706747.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,AR,1.811095952987671,"99 48902.226562 100 18856.296875 101 18820.437500 102 38480.214844 103 38806.679688 104 24273.189453 105 21584.851562 106 20287.775391 107 19836.833984 108 19842.152344 109 20062.251953 110 63098.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do ITR,SARIMAX,3.0085699558258057,"87 21869.263672 88 2718.347656 89 2415.270508 90 2798.619629 91 2798.619629 92 2595.895508 93 2633.688965 94 3334.042480 95 51332.464844 96 199518.265625 97 51267.398438 98 51356.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,IPTU,HWES,1.5060608386993408,"108 7173089.00 109 7173087.00 110 2274723.50 111 3231826.25 112 3337267.25 113 2759323.25 114 7185185.50 115 2278624.25 116 2227261.00 117 2259556.50 118 2278604.75 119 2227261.00 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,ISS,SARIMAX,1.9743390083312988,"108 2628864.75 109 2625911.50 110 2269521.50 111 2271435.50 112 2271435.50 113 2271435.50 114 2625911.50 115 2638995.75 116 2625911.50 117 2625911.50 118 2625911.50 119 2638995.75 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,ITBI,XGBoost,1.2742104530334473,"108 2044370.125 109 2082203.375 110 2091504.875 111 2088813.625 112 2112101.750 113 2110925.250 114 2014250.875 115 2088813.625 116 2088813.625 117 2066831.625 118 2088813.625 119 2088813.625 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,IRRF,SARIMAX,1.2096388339996338,"108 6.564589e+05 109 6.758448e+05 110 6.758448e+05 111 6.758448e+05 112 7.507866e+05 113 6.758448e+05 114 6.758448e+05 115 6.758448e+05 116 6.758448e+05 117 6.758448e+05 118 6.758448e+05 119 1.641530e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do FPM,HWES,1.1879420280456543,"108 4031926.00 109 6312456.50 110 3709765.75 111 3767033.25 112 4032495.00 113 4170945.25 114 4032495.00 115 3709765.75 116 3803420.75 117 3596070.25 118 4032495.00 119 6313127.50 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,HWES,1.087047815322876,"108 2194555.500 109 1934628.375 110 1933840.375 111 2243530.250 112 2257613.500 113 2025224.875 114 2243530.250 115 2218475.250 116 2218475.250 117 2237482.500 118 2207360.250 119 2237482.500 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,AR,2.44059681892395,"108 1.527414e+06 109 9.599965e+05 110 1.709167e+06 111 1.869183e+06 112 2.042284e+06 113 1.218321e+06 114 5.746213e+05 115 5.065042e+05 116 3.112056e+05 117 2.500074e+05 118 1.530191e+05 119 1.937089e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do ITR,SARIMAX,2.6401052474975586,"106 5183.904785 107 934.231140 108 9657.808594 109 1043.116089 110 1146.052856 111 1050.902466 112 934.231140 113 927.623352 114 5675.902832 115 27774.736328 116 5681.479980 117 5727.488770 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Transferencias LC 61_1989,HWES,1.0738446712493896,"108 17164.521484 109 19978.632812 110 18488.894531 111 18556.154297 112 18176.238281 113 17000.193359 114 17022.357422 115 17025.269531 116 17313.912109 117 18492.990234 118 18410.253906 119 17011.919922 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,IPTU,XGBoost,1.8174655437469482,"92 4406.408691 93 4256.567383 94 3706.674316 95 3797.561768 96 3706.674316 97 66757.093750 98 26960.273438 99 3158.444336 100 11928.881836 101 5607.555664 102 -3193.708008 103 -2806.630615 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,ISS,XGBoost,1.4722661972045898,"108 223196.93750 109 222584.21875 110 223196.93750 111 223196.93750 112 223196.93750 113 223196.93750 114 223196.93750 115 223196.93750 116 223196.93750 117 223196.93750 118 223196.93750 119 223196.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,ITBI,XGBoost,1.1011381149291992,"106 38073.417969 107 17331.455078 108 18647.167969 109 18208.126953 110 40433.101562 111 18433.843750 112 36864.109375 113 36584.449219 114 18241.453125 115 47119.191406 116 38672.472656 117 33326.441406 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,IRRF,MLP,1.0741994380950928,"108 59661.938166 109 73241.445502 110 74896.874658 111 74740.455811 112 90327.924911 113 74729.177785 114 72188.917968 115 63513.385177 116 89146.952439 117 58331.748959 118 78993.894564 119 105731.573168 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do FPM,HWES,1.7439672946929932,"108 1211750.125 109 1893772.375 110 1052722.500 111 1140711.875 112 1211818.250 113 1232764.000 114 1211818.000 115 1052722.500 116 1052722.500 117 939313.625 118 1211818.250 119 1893772.375 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,HWES,1.2898385524749756,"108 747498.4375 109 589740.8125 110 600909.8125 111 698934.7500 112 701795.5000 113 668499.1875 114 698934.7500 115 700560.6250 116 676063.7500 117 671273.6250 118 680643.4375 119 671273.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,XGBoost,1.7337307929992676,"108 82961.757812 109 67281.281250 110 48066.667969 111 117285.906250 112 117296.328125 113 41752.011719 114 44425.054688 115 37339.437500 116 145806.406250 117 30353.132812 118 10520.155273 119 85410.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ITR,XGBoost,1.5577471256256104,"87 504.632172 88 1838.866089 89 544.757812 90 753.443604 91 -2.336441 92 232.561371 93 232.561371 94 2132.019531 95 727.524963 96 -404.957855 97 -294.015747 98 -405.784546 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Transferencias LC 61_1989,MLP,2.154877185821533,"108 5731.671260 109 5626.296366 110 5701.317573 111 5745.755977 112 5737.928439 113 5766.216397 114 5763.400976 115 5730.641292 116 5755.345273 117 5835.538270 118 5651.318271 119 5706.787441 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,IPTU,HWES,1.7890312671661377,"108 4120.049316 109 16314.195312 110 42595.265625 111 131371.500000 112 170992.687500 113 10468.569336 114 7808.576660 115 8753.379883 116 8725.968750 117 7786.198730 118 7808.576660 119 9766.534180 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,ISS,SES,1.7371444702148438,"108 48990.148438 109 42077.558594 110 40327.144531 111 53413.671875 112 48880.367188 113 48888.867188 114 48880.367188 115 48880.367188 116 53396.417969 117 49514.441406 118 48990.148438 119 48888.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,ITBI,XGBoost,1.1630582809448242,"95 28234.722656 96 22566.658203 97 29479.076172 98 29466.261719 99 22570.892578 100 28329.068359 101 26044.648438 102 27995.287109 103 30645.609375 104 27535.908203 105 30595.259766 106 26804.533203 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,IRRF,XGBoost,1.955472469329834,"108 119240.945312 109 119350.734375 110 119310.437500 111 119310.437500 112 119310.437500 113 119310.437500 114 119310.437500 115 119310.437500 116 119311.328125 117 119310.437500 118 119311.328125 119 119311.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do FPM,HWES,1.1708300113677979,"108 1190731.750 109 1893768.375 110 1054194.875 111 1143793.000 112 1191026.750 113 1225997.000 114 1191026.750 115 1054194.875 116 1054194.875 117 925934.375 118 1191026.750 119 1893768.375 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,SARIMAX,0.9785318374633789,"108 797604.1875 109 765896.9375 110 797794.0000 111 801268.1250 112 801660.3125 113 797502.1875 114 801268.1250 115 801076.4375 116 801268.1250 117 801660.3125 118 797604.1875 119 801660.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,AR,1.7064731121063232,"108 207491.218750 109 37970.785156 110 46418.265625 111 131891.625000 112 70445.906250 113 18874.439453 114 18874.439453 115 20009.886719 116 20729.769531 117 18480.158203 118 17610.781250 119 207646.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ITR,XGBoost,1.6117324829101562,"87 -885.510010 88 -131.344254 89 288.078491 90 70.694382 91 75.964874 92 70.619736 93 -41.556362 94 75.964874 95 84.215706 96 171.157074 97 -1654.505371 98 -1654.505371 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Transferencias LC 61_1989,XGBoost,1.3207366466522217,"108 7005.784180 109 6614.542969 110 6569.166992 111 7341.575195 112 7598.846680 113 7305.753418 114 7302.422852 115 7629.666504 116 7136.397949 117 7311.877441 118 6922.118164 119 7314.228516 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,IPTU,SARIMAX,1.8865370750427246,"105 3926.664551 106 6516.247070 107 119674.445312 108 146924.250000 109 9226.390625 110 16222.742188 111 2634.052979 112 1150.986328 113 2791.893555 114 2083.174805 115 13840.382812 116 2551.880127 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,ISS,XGBoost,1.0032141208648682,"108 21830.476562 109 24028.886719 110 21832.515625 111 22801.091797 112 22801.091797 113 22878.234375 114 22801.091797 115 25011.023438 116 24314.431641 117 25011.023438 118 24460.123047 119 24314.431641 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,1.5456993579864502,"107 3027.271484 108 4914.737305 109 13194.535156 110 4830.529297 111 13188.167969 112 4283.702148 113 9798.166992 114 3831.078613 115 6138.763184 116 7921.363281 117 5766.291992 118 10513.694336 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,IRRF,MLP,2.022117853164673,"108 57819.413286 109 51523.451995 110 53020.061956 111 53814.276112 112 51718.022511 113 52433.586624 114 53033.122209 115 52122.085042 116 51408.074667 117 53528.524759 118 60197.812073 119 73584.963720 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do FPM,HWES,1.95121431350708,"108 1.228383e+06 109 1.893770e+06 110 1.047908e+06 111 1.142366e+06 112 1.228913e+06 113 1.244928e+06 114 1.228913e+06 115 1.047908e+06 116 1.046509e+06 117 9.284126e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,HWES,1.1545755863189697,"108 556892.7500 109 524759.9375 110 531198.5000 111 562857.8125 112 562797.3750 113 561421.7500 114 562857.8125 115 562857.8125 116 562857.8125 117 558676.7500 118 562582.0000 119 558676.7500 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,AR,1.828686237335205,"108 152453.031250 109 31488.746094 110 30740.195312 111 34827.058594 112 61473.492188 113 31801.095703 114 21597.833984 115 31801.095703 116 5996.873535 117 18440.312500 118 -7072.391113 119 89611.710938 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ITR,AR,1.4049851894378662,"85 708.478638 86 1575.629517 87 2974.288818 88 660.663818 89 207.821762 90 660.663818 91 161.688370 92 7508.289062 93 9144.684570 94 4372.770508 95 688.423279 96 736.238098 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Transferencias LC 61_1989,XGBoost,1.2587480545043945,"108 4808.455078 109 4529.328613 110 4698.860840 111 4944.618164 112 4459.030273 113 5572.689453 114 4500.000977 115 4717.207031 116 4783.492676 117 5034.368652 118 4568.032715 119 5091.492676 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,IPTU,HWES,2.2084195613861084,"103 5301.204590 104 4168.319336 105 4022.591553 106 106647.015625 107 132252.984375 108 57607.773438 109 58281.355469 110 23959.384766 111 11267.163086 112 8029.705566 113 6904.937500 114 6884.703613 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,ISS,SARIMAX,1.6390764713287354,"108 50298.601562 109 42501.816406 110 43705.210938 111 47430.019531 112 46036.187500 113 32156.732422 114 46080.792969 115 47423.156250 116 47430.019531 117 46955.695312 118 47430.019531 119 46036.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,ITBI,XGBoost,1.7076380252838135,"108 6620.290527 109 22943.447266 110 20805.394531 111 24874.097656 112 21649.296875 113 16952.960938 114 30971.025391 115 22759.197266 116 25055.777344 117 25100.601562 118 12465.108398 119 16367.038086 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,IRRF,MLP,1.7130727767944336,"108 65713.127169 109 85241.995424 110 82526.903691 111 87156.305301 112 93083.084094 113 98405.214871 114 100965.024154 115 102108.837703 116 108910.958924 117 112690.790370 118 117598.462318 119 156584.211319 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do FPM,HWES,2.502702236175537,"108 1.239042e+06 109 1.893768e+06 110 1.116558e+06 111 1.151838e+06 112 1.239044e+06 113 1.239551e+06 114 1.500552e+06 115 1.116558e+06 116 1.116714e+06 117 9.582139e+05 118 1.239044e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,SARIMAX,1.1316843032836914,"108 849067.1875 109 766332.8750 110 846671.7500 111 851991.7500 112 852489.4375 113 849067.1875 114 853490.8125 115 852489.4375 116 852489.4375 117 852489.4375 118 851991.7500 119 852473.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,SARIMAX,1.2739317417144775,"100 153471.765625 101 153471.765625 102 95120.062500 103 95244.703125 104 153471.765625 105 153471.703125 106 41946.531250 107 34652.441406 108 34618.242188 109 34637.902344 110 81639.148438 111 95244.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ITR,HWES,1.6817455291748047,"93 13534.207031 94 10254.706055 95 10250.019531 96 47049.679688 97 10514.692383 98 10514.692383 99 10514.692383 100 11908.108398 101 43366.761719 102 66936.750000 103 14220.961914 104 14220.961914 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,IPTU,HWES,2.2690978050231934,"108 15174.265625 109 22196.523438 110 64546.550781 111 36605.667969 112 17963.029297 113 16885.652344 114 21481.865234 115 16668.777344 116 9532.622070 117 9792.733398 118 8839.595703 119 19523.371094 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,ISS,XGBoost,2.452707290649414,"108 73672.750000 109 73687.007812 110 73272.546875 111 73272.546875 112 73673.218750 113 73672.757812 114 73651.953125 115 73722.296875 116 73673.218750 117 73651.953125 118 73673.218750 119 73722.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,ITBI,SES,1.2752983570098877,"107 19786.216797 108 65212.519531 109 68836.476562 110 14846.631836 111 64016.464844 112 65798.593750 113 67984.351562 114 63973.839844 115 10282.263672 116 65079.250000 117 68830.703125 118 10344.481445 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,IRRF,AR,1.7720534801483154,"108 234098.906250 109 233735.421875 110 233988.687500 111 233988.687500 112 234098.906250 113 234098.890625 114 234098.890625 115 234098.890625 116 234098.890625 117 234098.890625 118 234098.890625 119 239296.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do FPM,SARIMAX,1.633821964263916,"108 1806654.375 109 1893768.500 110 1113837.125 111 1805294.875 112 1806654.375 113 1806654.375 114 1113837.125 115 1893768.500 116 1113837.125 117 963933.500 118 1806654.375 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,SARIMAX,1.0366778373718262,"108 651665.2500 109 546558.3125 110 584017.8125 111 602330.6250 112 752114.8750 113 679958.4375 114 586015.8125 115 602343.8125 116 602343.8125 117 753024.6875 118 679958.4375 119 753024.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,XGBoost,1.7101116180419922,"106 352898.37500 107 353798.81250 108 353798.81250 109 352898.37500 110 353894.96875 111 357389.59375 112 353798.81250 113 357160.00000 114 357438.53125 115 357446.56250 116 357420.37500 117 352898.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do ITR,XGBoost,2.8548479080200195,"93 9860.303711 94 9563.954102 95 9876.808594 96 9592.696289 97 11021.770508 98 10053.489258 99 35371.863281 100 9860.303711 101 128902.203125 102 129000.648438 103 9860.303711 104 35371.863281 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,IPTU,AR,2.0465095043182373,"108 196526.750000 109 196546.328125 110 592241.875000 111 210995.265625 112 243884.000000 113 34014.960938 114 19211.890625 115 19567.957031 116 19571.453125 117 19667.333984 118 17220.681641 119 14889.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,ISS,SARIMAX,1.1606297492980957,"108 177855.593750 109 177855.593750 110 177855.593750 111 177857.890625 112 177855.593750 113 177855.593750 114 177857.890625 115 177855.593750 116 177855.593750 117 177855.593750 118 177855.593750 119 177855.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,ITBI,XGBoost,1.2694649696350098,"108 40838.078125 109 47562.160156 110 30754.568359 111 51528.644531 112 47658.359375 113 51061.683594 114 49541.480469 115 47660.074219 116 89346.992188 117 87088.773438 118 87088.773438 119 88407.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,IRRF,HWES,3.390709400177002,"108 122314.335938 109 131781.031250 110 131802.703125 111 131802.703125 112 131802.703125 113 131234.406250 114 131234.406250 115 131803.890625 116 131803.890625 117 131802.703125 118 131803.890625 119 131802.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do FPM,AR,1.2181873321533203,"108 1268526.500 109 1312060.125 110 1128209.875 111 1174226.875 112 1268526.500 113 1262472.000 114 1268343.625 115 1128209.875 116 1049432.500 117 1069914.750 118 1234593.500 119 1234593.500 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,HWES,1.085066795349121,"108 1196868.875 109 1099472.000 110 1104645.875 111 1219571.500 112 1236383.000 113 1214231.750 114 1218576.250 115 1233842.750 116 1233842.750 117 1163421.625 118 1261726.375 119 1163421.625 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.7601721286773682,"108 506653.343750 109 143729.640625 110 143676.265625 111 480728.000000 112 133781.093750 113 61850.730469 114 64356.058594 115 23655.531250 116 34898.113281 117 27579.335938 118 27579.335938 119 265798.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ITR,XGBoost,1.8580608367919922,"93 30.749826 94 49.158539 95 49.390629 96 1834.666504 97 375.418823 98 179.803574 99 179.803574 100 2347.155762 101 39.478958 102 126.470879 103 46.010708 104 28.101578 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Transferencias LC 61_1989,HWES,1.3223702907562256,"108 10293.755859 109 11429.028320 110 10033.958984 111 10432.643555 112 9775.018555 113 10438.825195 114 10149.009766 115 9772.785156 116 10482.649414 117 9630.707031 118 10033.958984 119 10200.043945 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,IPTU,HWES,1.9146034717559814,"107 25433.298828 108 25807.367188 109 39720.921875 110 41471.222656 111 41471.222656 112 2260.261963 113 41496.695312 114 7726.928223 115 38396.023438 116 41471.222656 117 41496.695312 118 9278.501953 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,ISS,XGBoost,1.5744962692260742,"108 261557.390625 109 261824.703125 110 100911.515625 111 100903.742188 112 100911.515625 113 261824.703125 114 100903.742188 115 100911.515625 116 101002.695312 117 100798.617188 118 100903.742188 119 100886.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,ITBI,AR,1.9721059799194336,"99 33678.000000 100 35737.750000 101 50419.371094 102 -2246.380127 103 15727.685547 104 12657.221680 105 -4558.165527 106 5355.452148 107 -12510.789062 108 10238.889648 109 8760.213867 110 14369.403320 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,IRRF,XGBoost,1.6153881549835205,"108 183346.937500 109 137284.953125 110 137284.953125 111 142429.281250 112 226790.093750 113 183347.015625 114 183347.015625 115 183346.937500 116 183347.015625 117 183347.015625 118 141225.343750 119 183346.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do FPM,HWES,1.2221298217773438,"108 1.236892e+06 109 1.473768e+06 110 1.020624e+06 111 1.146141e+06 112 1.243396e+06 113 1.279481e+06 114 1.243396e+06 115 1.025640e+06 116 1.025644e+06 117 9.618305e+05 118 1.243396e+06 119 1.893830e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,HWES,1.0471539497375488,"108 1864293.375 109 1607194.875 110 1774383.750 111 1875196.125 112 1880219.500 113 1864293.375 114 1875196.125 115 1883086.500 116 1883072.125 117 1880219.500 118 1864293.375 119 1880219.500 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,SARIMAX,1.1033716201782227,"108 199387.687500 109 87855.968750 110 85549.750000 111 146592.015625 112 144440.718750 113 60720.843750 114 77087.750000 115 76422.789062 116 62533.308594 117 62533.308594 118 62519.945312 119 246022.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do ITR,SARIMAX,1.8179795742034912,"106 2.017894e+05 107 9.655066e+04 108 9.655066e+04 109 9.736956e+05 110 9.737773e+05 111 9.736932e+05 112 9.736932e+05 113 9.727031e+05 114 9.754596e+05 115 1.213966e+06 116 5.071450e+05 117 5.071450e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Transferencias LC 61_1989,XGBoost,1.5001912117004395,"98 15879.627930 99 14316.846680 100 15778.491211 101 17274.148438 102 16270.976562 103 16473.855469 104 16462.533203 105 15722.215820 106 15672.098633 107 16081.139648 108 16232.309570 109 15738.502930 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,Prophet,1.9895341396331787,"75 17850.718750 76 21041.517578 77 21691.205078 78 16528.769531 79 16659.351562 80 16820.193359 81 16695.039062 82 16659.382812 83 21666.775391 84 16600.390625 85 16546.519531 86 16545.779297 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,XGBoost,1.8958251476287842,"96 14098.840820 97 33303.105469 98 33522.605469 99 33378.789062 100 24234.478516 101 11889.889648 102 23392.830078 103 30766.515625 104 13076.300781 105 12978.356445 106 12893.236328 107 33378.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,XGBoost,1.953944206237793,"84 4758.218262 85 5062.151855 86 4860.146973 87 5062.151855 88 4470.212891 89 4837.235352 90 2148.959229 91 11312.740234 92 5630.705566 93 5813.001465 94 13188.331055 95 14276.102539 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,IRRF,SES,1.7788374423980713,"94 75851.117188 95 75544.695312 96 75876.289062 97 75876.289062 98 75876.289062 99 75876.289062 100 75876.289062 101 75876.289062 102 75876.289062 103 75876.289062 104 75876.289062 105 75876.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do FPM,SARIMAX,3.0149943828582764,"96 1223436.625 97 1811506.250 98 1137757.625 99 1223436.625 100 1783515.625 101 1223436.625 102 1811506.250 103 1223436.625 104 1222581.500 105 1174652.750 106 1811498.000 107 1811506.250 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,SES,1.1009166240692139,"96 443601.09375 97 487060.87500 98 493623.31250 99 480268.87500 100 496473.81250 101 485609.78125 102 480268.87500 103 486995.53125 104 475779.59375 105 437818.96875 106 437598.37500 107 493651.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,MLP,2.788551092147827,"96 88143.226409 97 20659.973975 98 43314.124378 99 39341.506085 100 22863.801599 101 13970.610016 102 7935.305543 103 9966.900693 104 8660.456541 105 7830.589442 106 7457.906171 107 113771.644472 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ITR,XGBoost,2.097336769104004,"72 184.300720 73 1657.868164 74 2374.293213 75 3899.547852 76 3877.112549 77 3889.794678 78 3886.623535 79 3887.038818 80 3886.412109 81 3886.412109 82 3887.206543 83 3887.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Transferencias LC 61_1989,SES,1.229172706604004,"96 4371.593262 97 4544.954102 98 4483.144531 99 4431.655762 100 3835.149658 101 3838.082520 102 3894.139160 103 3838.082520 104 4315.857422 105 4371.566406 106 3838.082520 107 3894.139160 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,AR,1.9424011707305908,"99 9964.906250 100 9958.799805 101 9958.799805 102 27258.052734 103 10684.999023 104 23513.242188 105 103931.945312 106 32680.351562 107 29453.306641 108 29453.306641 109 29453.306641 110 29453.306641 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,ISS,MLP,2.191938638687134,"108 106098.898722 109 128982.797022 110 141826.593430 111 152563.823978 112 -200581.756634 113 62588.848233 114 65577.715691 115 52658.914773 116 49634.851090 117 69192.716656 118 61080.202718 119 66078.721253 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,MLP,3.412550449371338,"105 79912.900913 106 81412.101348 107 96651.966125 108 82030.709898 109 89260.041431 110 103293.783679 111 83648.289129 112 86558.461778 113 83133.778459 114 90370.227370 115 188174.446091 116 79735.399175 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,IRRF,AR,3.5073373317718506,"98 58741.347656 99 58746.281250 100 58746.281250 101 125409.968750 102 58746.281250 103 59251.718750 104 56865.527344 105 125409.968750 106 125409.968750 107 59251.718750 108 125409.968750 109 125409.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do FPM,HWES,1.566561222076416,"108 1262047.750 109 1893806.000 110 1118829.250 111 1157560.500 112 1262094.125 113 1285879.375 114 1262790.125 115 1118829.250 116 1118829.875 117 968162.875 118 1262094.125 119 1893806.000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,MLP,1.1523780822753906,"108 8.461472e+05 109 7.871798e+05 110 8.087482e+05 111 8.857767e+05 112 9.425372e+05 113 8.526327e+05 114 8.802574e+05 115 9.057764e+05 116 9.033440e+05 117 9.616828e+05 118 8.633490e+05 119 1.005919e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,XGBoost,1.990584373474121,"108 56388.417969 109 40688.453125 110 93670.914062 111 81958.812500 112 85082.257812 113 29883.041016 114 30020.677734 115 6412.062988 116 17196.101562 117 18455.589844 118 12229.955078 119 77431.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ITR,MLP,2.536923885345459,"99 61471.792002 100 66328.411898 101 62498.991295 102 59577.414017 103 59167.044355 104 59920.472668 105 60703.440750 106 61813.439051 107 91350.212502 108 208612.639070 109 62697.805192 110 58983.761246 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Transferencias LC 61_1989,AR,2.586453437805176,"108 8780.888672 109 8642.418945 110 9095.402344 111 9572.211914 112 10777.157227 113 9897.979492 114 10664.894531 115 10603.961914 116 11069.478516 117 11458.189453 118 11433.529297 119 11729.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,IPTU,SARIMAX,2.6823971271514893,"108 21906.349609 109 21905.662109 110 183655.937500 111 156277.375000 112 121435.164062 113 89259.937500 114 31175.007812 115 21905.662109 116 21532.654297 117 31455.458984 118 31455.458984 119 30704.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,ISS,MLP,1.8082311153411865,"108 28893.867826 109 31124.134239 110 28994.458923 111 34234.893577 112 31997.318777 113 33525.358960 114 34198.268551 115 30320.641573 116 39994.475298 117 29057.675415 118 29052.206847 119 30350.989435 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,ITBI,XGBoost,1.6752560138702393,"105 6389.688477 106 3402.436279 107 27553.517578 108 4279.121582 109 6546.810059 110 14287.214844 111 12630.775391 112 13011.593750 113 12819.189453 114 22457.839844 115 16815.755859 116 9094.500977 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,IRRF,SARIMAX,1.015223503112793,"108 70767.546875 109 68492.804688 110 140413.093750 111 140413.093750 112 140413.093750 113 68435.812500 114 68435.812500 115 68435.812500 116 140413.093750 117 140413.093750 118 140413.093750 119 140413.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do FPM,HWES,1.3464694023132324,"108 1.255038e+06 109 1.893772e+06 110 1.101092e+06 111 1.166199e+06 112 1.256508e+06 113 1.261418e+06 114 1.256508e+06 115 1.101092e+06 116 1.101092e+06 117 9.690259e+05 118 1.256508e+06 119 1.893772e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,HWES,1.018524408340454,"108 643426.7500 109 585301.4375 110 578082.9375 111 624519.2500 112 644092.9375 113 630773.0625 114 624551.6250 115 625575.5000 116 652935.5000 117 633776.1875 118 665283.0625 119 663958.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,XGBoost,1.1334397792816162,"108 134349.859375 109 88316.343750 110 64838.175781 111 134349.859375 112 63970.550781 113 45202.792969 114 20193.224609 115 9293.975586 116 9386.841797 117 9374.686523 118 9365.305664 119 75015.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do ITR,MLP,3.443331480026245,"95 15290.273658 96 18630.500945 97 23230.276125 98 29207.181992 99 36666.055434 100 46253.204162 101 58384.049454 102 73645.872810 103 93521.191452 104 122339.328766 105 125636.659219 106 155978.376710 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,IPTU,SARIMAX,1.670243740081787,"95 5.468688e+05 96 1.880613e+06 97 2.521187e+06 98 3.978996e+06 99 1.880613e+06 100 1.143165e+06 101 1.143212e+06 102 1.880613e+06 103 5.372518e+05 104 1.880613e+06 105 4.389512e+05 106 4.674524e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,ISS,SARIMAX,1.6094801425933838,"96 849047.7500 97 849047.7500 98 849047.7500 99 848992.3750 100 849047.7500 101 848992.3750 102 848992.3750 103 848992.3750 104 849055.4375 105 848992.3750 106 848992.3750 107 848992.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,ITBI,SES,1.1989588737487793,"96 423419.06250 97 428529.65625 98 423785.15625 99 423960.87500 100 423431.18750 101 302161.78125 102 428063.15625 103 424147.90625 104 423255.46875 105 302161.96875 106 438084.59375 107 302161.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,IRRF,SARIMAX,1.0683410167694092,"96 475316.53125 97 475909.43750 98 475909.43750 99 475909.43750 100 475901.53125 101 475901.53125 102 475901.53125 103 475901.53125 104 475909.43750 105 475909.43750 106 475901.53125 107 475901.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do FPM,HWES,1.4546899795532227,"96 2704545.0 97 3136241.0 98 2430571.5 99 2515715.0 100 2772046.5 101 2524852.0 102 2772046.5 103 2474766.0 104 2474621.0 105 2180865.0 106 3137063.5 107 3137063.5 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,HWES,1.2413733005523682,"96 2733750.75 97 2595955.50 98 2662515.00 99 2747468.25 100 2746111.75 101 2753860.00 102 2741500.75 103 2746111.75 104 2742069.00 105 2741500.75 106 2746121.75 107 2738743.00 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,SARIMAX,1.6192893981933594,"96 1.266880e+06 97 4.606396e+05 98 5.118833e+05 99 1.243401e+06 100 5.093895e+05 101 2.351832e+05 102 2.351832e+05 103 1.357819e+05 104 1.212318e+05 105 9.217318e+04 106 6.120694e+04 107 1.258936e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ITR,MLP,2.3134305477142334,"96 879.624581 97 2041.184009 98 1090.924023 99 1331.616624 100 1424.420246 101 1554.973282 102 1485.388622 103 1745.301238 104 24607.826144 105 58368.050459 106 6512.206423 107 2453.736474 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Transferencias LC 61_1989,HWES,1.108954668045044,"96 16947.498047 97 16922.570312 98 17493.787109 99 17320.400391 100 17313.552734 101 17967.501953 102 18086.822266 103 17693.216797 104 17875.351562 105 17987.634766 106 17931.384766 107 18270.572266 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,IPTU,AR,2.2112174034118652,"102 3478.200195 103 4521.835449 104 2073.269531 105 3866.242676 106 60014.457031 107 49186.777344 108 18444.750000 109 31927.367188 110 28747.074219 111 28747.074219 112 106915.773438 113 106972.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,ISS,XGBoost,2.424220085144043,"108 17442.150391 109 15760.120117 110 17559.558594 111 17452.953125 112 17443.423828 113 16387.169922 114 15352.290039 115 15059.911133 116 15345.362305 117 19519.683594 118 19519.679688 119 19536.144531 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,ITBI,MLP,2.665695905685425,"108 1813.176464 109 2407.016279 110 4372.517118 111 1678.987510 112 8301.687373 113 2419.201614 114 2175.091640 115 4835.848037 116 1779.096957 117 2243.602477 118 1612.623959 119 2442.066150 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,IRRF,HWES,2.489652395248413,"108 88966.195312 109 81652.835938 110 121596.343750 111 121597.820312 112 88966.195312 113 121597.820312 114 121597.820312 115 121596.343750 116 121597.820312 117 121597.820312 118 121596.343750 119 121597.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do FPM,HWES,1.0966668128967285,"108 1283779.625 109 1893892.000 110 1064274.625 111 1151459.750 112 1294458.375 113 1245756.625 114 1294401.125 115 1064274.625 116 1064274.625 117 971318.625 118 1294458.375 119 1893786.875 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,HWES,1.09806227684021,"108 723915.125 109 671163.250 110 722958.125 111 1243127.250 112 1246503.625 113 1241944.250 114 1242284.125 115 1242597.125 116 1242597.125 117 1245445.375 118 1242693.000 119 1245445.375 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,XGBoost,2.5166215896606445,"108 12088.651367 109 25815.330078 110 46308.281250 111 30209.162109 112 45040.640625 113 45062.503906 114 45059.015625 115 19349.724609 116 12339.418945 117 12339.418945 118 27677.460938 119 21900.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do ITR,XGBoost,2.765824794769287,"94 48.737141 95 24.495689 96 32.258614 97 45.521511 98 78.669304 99 47.296883 100 23.596395 101 79.079002 102 42.398872 103 39.131275 104 11.153394 105 10.865264 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,IPTU,SES,2.5845134258270264,"105 1.853731e+05 106 1.853731e+05 107 1.840692e+05 108 2.291259e+05 109 8.590213e+04 110 2.903534e+05 111 2.957449e+04 112 3.131533e+04 113 1.570609e+06 114 1.915551e+05 115 5.638970e+04 116 2.041337e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,ISS,SARIMAX,1.080291509628296,"108 350521.93750 109 350521.93750 110 350521.93750 111 387508.53125 112 350521.93750 113 411363.62500 114 411363.62500 115 387508.53125 116 411363.62500 117 506068.03125 118 350521.93750 119 411363.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,ITBI,XGBoost,1.1501431465148926,"108 72685.320312 109 57026.359375 110 89256.164062 111 86613.132812 112 88624.601562 113 101739.945312 114 86905.437500 115 88910.679688 116 92758.031250 117 95028.937500 118 93267.320312 119 86912.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,IRRF,SARIMAX,1.4021754264831543,"108 285779.68750 109 292322.56250 110 292322.56250 111 292322.56250 112 292322.56250 113 292322.56250 114 292322.56250 115 292322.56250 116 292322.56250 117 292322.56250 118 285875.59375 119 292322.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do FPM,AR,3.858861207962036,"108 2153856.000 109 3156269.000 110 1715893.125 111 1919178.375 112 2154018.500 113 2052280.750 114 2154018.500 115 1715893.125 116 1718508.750 117 1601682.625 118 2154018.500 119 3156269.000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,HWES,1.0706140995025635,"108 2212027.50 109 2173208.75 110 2173208.75 111 2321395.50 112 2322595.25 113 2210542.25 114 2321395.25 115 2322595.25 116 2322595.25 117 2322595.25 118 2012303.75 119 2322595.25 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,AR,1.5243291854858398,"108 891667.687500 109 320871.375000 110 404270.687500 111 999902.375000 112 771753.562500 113 221460.312500 114 125539.820312 115 58517.894531 116 49969.789062 117 49969.789062 118 34661.359375 119 889336.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ITR,XGBoost,1.4256584644317627,"106 66.882324 107 72.571617 108 107.479965 109 98.152626 110 163.576126 111 121.723351 112 158.186188 113 89.888016 114 3723.206055 115 1892.458618 116 -13.019633 117 -9.209893 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Transferencias LC 61_1989,XGBoost,1.912024736404419,"96 20360.474609 97 15785.906250 98 19381.136719 99 21999.609375 100 19327.875000 101 22019.351562 102 21979.302734 103 74570.562500 104 74548.085938 105 74578.210938 106 74596.320312 107 74638.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,IPTU,HWES,2.404681921005249,"108 3682.018799 109 57227.152344 110 57227.261719 111 55452.683594 112 12843.005859 113 16550.982422 114 10458.392578 115 10464.353516 116 6927.767578 117 10429.095703 118 10483.003906 119 7867.092773 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,ISS,SES,2.632091522216797,"108 26585.134766 109 26185.785156 110 26798.507812 111 30590.740234 112 22931.980469 113 22931.687500 114 26195.197266 115 37021.875000 116 24011.552734 117 28071.566406 118 30522.873047 119 28319.095703 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,ITBI,XGBoost,2.193904399871826,"106 18636.851562 107 33397.792969 108 18189.421875 109 33430.679688 110 32020.453125 111 18190.066406 112 32345.728516 113 32256.986328 114 33937.714844 115 32256.986328 116 32445.380859 117 46523.152344 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,IRRF,SARIMAX,1.672719955444336,"108 130258.062500 109 87117.328125 110 87117.328125 111 130258.062500 112 87117.328125 113 87117.328125 114 130258.062500 115 87117.328125 116 130258.062500 117 130258.062500 118 87117.328125 119 130258.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do FPM,HWES,1.8751697540283203,"107 1.257942e+06 108 1.893834e+06 109 1.006097e+06 110 1.155227e+06 111 1.258008e+06 112 1.276741e+06 113 1.259539e+06 114 1.006097e+06 115 1.002482e+06 116 9.881558e+05 117 1.258008e+06 118 1.893834e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,HWES,1.1753013134002686,"108 506826.75000 109 482291.78125 110 501891.18750 111 550966.50000 112 553908.12500 113 520992.46875 114 550966.50000 115 553902.50000 116 550966.18750 117 553908.12500 118 524172.75000 119 548540.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,SARIMAX,1.682873249053955,"107 109810.976562 108 52818.437500 109 48388.218750 110 109810.976562 111 48198.507812 112 22608.402344 113 32652.328125 114 4788.985840 115 4788.714355 116 4788.714355 117 2301.672119 118 42396.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ITR,MLP,2.3051657676696777,"99 11594.029842 100 14085.188910 101 17285.419021 102 22533.479589 103 29376.748170 104 38328.503696 105 50196.957588 106 64049.252587 107 83657.783786 108 111644.460956 109 117578.185428 110 151147.003242 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Transferencias LC 61_1989,SES,2.176234006881714,"84 4560.940430 85 4348.757324 86 4684.366211 87 4558.666992 88 4823.614746 89 4665.030273 90 4677.159180 91 4761.933594 92 5187.614258 93 4306.978027 94 4756.065918 95 4746.720703 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,IPTU,HWES,1.7819080352783203,"107 2.231332e+05 108 1.645654e+06 109 2.168141e+05 110 2.168538e+05 111 1.926143e+05 112 1.926143e+05 113 1.926143e+05 114 2.168538e+05 115 2.062792e+05 116 2.141139e+05 117 1.959644e+05 118 2.140886e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,ISS,MLP,1.0073678493499756,"108 319268.968575 109 363210.092841 110 347414.050383 111 322380.617599 112 353546.495290 113 338708.322568 114 338227.162472 115 395533.441790 116 345343.774508 117 335942.207155 118 365874.555253 119 343230.278471 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,ITBI,SES,2.544898509979248,"108 54414.320312 109 89963.937500 110 86032.210938 111 111124.710938 112 126446.906250 113 60677.164062 114 88262.890625 115 128707.546875 116 102874.890625 117 120050.671875 118 102118.031250 119 101985.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,IRRF,HWES,1.3346498012542725,"108 180035.171875 109 407775.781250 110 407729.718750 111 551027.875000 112 402649.281250 113 429974.656250 114 430150.468750 115 407775.781250 116 407775.781250 117 407729.718750 118 407775.781250 119 937046.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do FPM,HWES,1.5937695503234863,"108 4076646.500 109 5681306.500 110 2390047.250 111 4076646.500 112 3618266.000 113 3759424.750 114 5681306.500 115 4061365.500 116 4787463.500 117 1939844.375 118 3618266.000 119 5681306.500 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,HWES,1.0481946468353271,"108 2660363.00 109 2604960.50 110 2610019.75 111 2731183.50 112 3081512.00 113 2670914.75 114 2705159.75 115 2705314.50 116 2705314.50 117 3081208.75 118 3082959.00 119 2728349.25 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,AR,1.7060024738311768,"108 887565.437500 109 322134.750000 110 406977.812500 111 899361.312500 112 616013.937500 113 280053.062500 114 261065.000000 115 163735.640625 116 111658.601562 117 105615.890625 118 39508.421875 119 899361.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,IPTU,HWES,3.9028708934783936,"96 271087.68750 97 540097.00000 98 426755.43750 99 424753.96875 100 425355.93750 101 425355.93750 102 424900.50000 103 424174.21875 104 424174.21875 105 424755.09375 106 424738.59375 107 539426.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,ISS,MLP,1.1595838069915771,"96 385203.994285 97 364095.646632 98 366232.788513 99 396034.816754 100 420514.271580 101 386774.567858 102 414070.572159 103 391987.060144 104 378051.409916 105 377743.423415 106 398318.063491 107 487713.808031 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,ITBI,XGBoost,1.5949904918670654,"94 66262.406250 95 194665.656250 96 195006.031250 97 192306.078125 98 200283.656250 99 200073.000000 100 198500.031250 101 199902.218750 102 198137.546875 103 198773.265625 104 198261.640625 105 198278.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,IRRF,XGBoost,1.173976182937622,"96 499193.71875 97 499193.71875 98 499193.71875 99 499193.71875 100 500023.12500 101 500023.12500 102 499952.21875 103 499952.21875 104 500036.84375 105 500023.12500 106 500023.12500 107 499952.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do FPM,MLP,1.6603269577026367,"96 2.675612e+06 97 3.187816e+06 98 2.483303e+06 99 2.148569e+06 100 3.423634e+06 101 2.768953e+06 102 2.590006e+06 103 2.765942e+06 104 2.558451e+06 105 2.637338e+06 106 2.398094e+06 107 3.916116e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,AR,1.1399846076965332,"96 1215244.375 97 1400505.375 98 1422511.250 99 1401840.875 100 1490551.625 101 1411406.500 102 1422274.625 103 1399494.500 104 1408319.500 105 1410130.750 106 1415496.250 107 1422511.250 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,XGBoost,0.9606070518493652,"94 490929.71875 95 490929.71875 96 462506.87500 97 464283.68750 98 490929.71875 99 490929.71875 100 441946.59375 101 441937.53125 102 441802.71875 103 441789.06250 104 442089.43750 105 490929.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ITR,AR,2.972928762435913,"91 61335.324219 92 190076.218750 93 62545.750000 94 48273.023438 95 47487.664062 96 48273.023438 97 45774.308594 98 16112.685547 99 15928.909180 100 303698.343750 101 48470.203125 102 49386.511719 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Transferencias LC 61_1989,XGBoost,1.482473611831665,"62 13404.102539 63 14111.231445 64 13976.934570 65 14112.069336 66 14098.144531 67 15460.314453 68 14120.344727 69 14349.143555 70 14194.681641 71 14210.796875 72 13923.802734 73 16843.740234 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,IPTU,MLP,1.9524667263031006,"79 23466.786186 80 26039.802576 81 29138.156356 82 31179.390435 83 35486.151859 84 39840.560571 85 57457.258187 86 88511.688408 87 32370.209245 88 36303.213789 89 40115.013305 90 46208.467180 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,ISS,XGBoost,1.9784698486328125,"108 35774.882812 109 36222.550781 110 36263.921875 111 36180.382812 112 36192.261719 113 36416.500000 114 36263.921875 115 36180.382812 116 35982.964844 117 35720.625000 118 36015.718750 119 36168.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,ITBI,AR,1.9425537586212158,"105 18069.238281 106 18471.355469 107 87063.914062 108 9743.235352 109 9465.797852 110 28821.304688 111 33263.429688 112 31196.318359 113 67202.609375 114 20008.875000 115 28882.382812 116 84939.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,IRRF,MLP,2.393056631088257,"98 39094.045732 99 42227.482809 100 43136.826190 101 44395.158192 102 45379.120480 103 46659.524701 104 47144.333419 105 47980.159519 106 49567.120662 107 50908.050014 108 52917.040134 109 60257.935451 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do FPM,HWES,1.5797505378723145,"108 1.298491e+06 109 1.893771e+06 110 1.105208e+06 111 1.167361e+06 112 1.298697e+06 113 1.275885e+06 114 1.298697e+06 115 1.105208e+06 116 1.105252e+06 117 9.679537e+05 118 1.298697e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,SARIMAX,1.1175479888916016,"108 752586.0625 109 708514.1250 110 752764.6250 111 778312.6875 112 777892.3750 113 776303.6250 114 778312.6875 115 778312.6875 116 777916.7500 117 777892.3750 118 778317.5000 119 777892.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,SARIMAX,1.8775043487548828,"107 117926.507812 108 17377.402344 109 41699.726562 110 108934.875000 111 39390.503906 112 10828.877930 113 10827.320312 114 10828.877930 115 5970.621094 116 11661.472656 117 11489.060547 118 112286.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ITR,XGBoost,1.7685675621032715,"99 1232.108521 100 355.641785 101 1530.787720 102 339.859680 103 1231.376343 104 1229.642212 105 3303.922607 106 352.495056 107 4727.486816 108 8704.285156 109 1230.614380 110 344.742371 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Transferencias LC 61_1989,XGBoost,1.147266149520874,"60 4855.610840 61 4802.174805 62 4801.151855 63 4855.610840 64 4084.397705 65 4083.664795 66 4083.270264 67 4083.664795 68 4741.080566 69 4740.706055 70 4083.664795 71 4083.366455 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,IPTU,MLP,2.9642622470855713,"108 1.207992e+06 109 2.608402e+06 110 8.680301e+06 111 2.960147e+06 112 2.474452e+06 113 2.433361e+06 114 2.399348e+06 115 2.350171e+06 116 2.332253e+06 117 1.723105e+06 118 1.942537e+06 119 1.691187e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,ISS,MLP,1.4896445274353027,"108 1.470933e+07 109 1.229523e+07 110 1.329016e+07 111 1.366855e+07 112 1.344354e+07 113 1.353041e+07 114 1.348683e+07 115 1.332014e+07 116 1.410587e+07 117 1.368258e+07 118 1.490988e+07 119 1.437436e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,ITBI,SES,1.19608736038208,"108 745853.2500 109 931493.9375 110 686854.7500 111 689400.5000 112 685760.8750 113 810672.8750 114 859117.6875 115 757769.2500 116 793619.3125 117 757769.2500 118 772460.7500 119 560469.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,IRRF,MLP,1.2878310680389404,"108 4.358376e+06 109 4.312590e+06 110 4.344018e+06 111 4.283712e+06 112 4.270301e+06 113 4.258580e+06 114 4.617755e+06 115 4.846089e+06 116 4.665415e+06 117 4.987138e+06 118 4.958786e+06 119 6.713160e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do FPM,MLP,1.2062978744506836,"108 1.138028e+07 109 1.341014e+07 110 1.021989e+07 111 1.101752e+07 112 1.171905e+07 113 9.521566e+06 114 1.494211e+07 115 1.066036e+07 116 1.084818e+07 117 1.056237e+07 118 1.211654e+07 119 1.591154e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,SES,1.0114455223083496,"108 20949738.0 109 15491863.0 110 16212473.0 111 19333554.0 112 19903438.0 113 20327692.0 114 19370218.0 115 21052522.0 116 20973434.0 117 22090766.0 118 22195600.0 119 22090766.0 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,AR,1.688382625579834,"108 5.309709e+06 109 4.528644e+06 110 4.520862e+06 111 5.535548e+06 112 5.298368e+06 113 2.996985e+06 114 4.085542e+06 115 1.396777e+06 116 6.767785e+05 117 5.344308e+05 118 5.409762e+05 119 5.300952e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ITR,XGBoost,2.741342544555664,"108 63534.406250 109 3401.669189 110 3401.669189 111 4757.491211 112 4181.584961 113 4937.144043 114 5085.305664 115 4332.089355 116 100066.046875 117 499267.406250 118 24902.792969 119 88674.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Transferencias LC 61_1989,SES,1.5422918796539307,"108 150455.125000 109 130189.406250 110 244437.921875 111 175682.453125 112 182573.828125 113 170334.406250 114 175907.078125 115 178066.500000 116 168102.218750 117 148901.562500 118 177359.843750 119 175781.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,IPTU,AR,2.1166770458221436,"108 6236.009766 109 23870.574219 110 131570.156250 111 131181.734375 112 23874.378906 113 9386.298828 114 16595.628906 115 19103.619141 116 6554.767578 117 16595.628906 118 21270.634766 119 16312.529297 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,ISS,SARIMAX,1.1771376132965088,"108 39561.468750 109 41669.054688 110 46012.523438 111 47598.902344 112 46268.285156 113 46268.285156 114 46268.285156 115 47598.902344 116 47558.863281 117 47598.902344 118 47462.382812 119 47558.863281 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,ITBI,HWES,3.723921298980713,"108 25836.798828 109 40906.757812 110 19604.289062 111 23902.337891 112 26076.353516 113 19690.904297 114 20397.529297 115 33269.789062 116 43498.644531 117 18604.724609 118 24222.398438 119 24318.630859 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,IRRF,XGBoost,1.6810214519500732,"108 135979.468750 109 135993.546875 110 136080.671875 111 135963.359375 112 135979.484375 113 135979.484375 114 135993.546875 115 136102.250000 116 136102.265625 117 136102.140625 118 136102.140625 119 136102.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do FPM,HWES,1.332871913909912,"108 1347770.250 109 1893791.875 110 1106364.625 111 1149886.500 112 1347912.375 113 1365179.250 114 1347912.375 115 1106364.625 116 1106364.625 117 939111.250 118 1347912.375 119 1893791.875 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,HWES,1.049992322921753,"108 903697.3125 109 762099.8125 110 759474.4375 111 903792.5000 112 864071.1250 113 904048.0625 114 903792.5000 115 934946.6875 116 914062.3125 117 864071.1250 118 903697.3125 119 864071.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,HWES,1.8025429248809814,"108 252799.203125 109 43809.078125 110 74673.984375 111 112873.148438 112 78258.406250 113 43944.000000 114 43944.000000 115 19856.007812 116 9357.317383 117 5701.061035 118 7563.860840 119 252799.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ITR,XGBoost,1.643221139907837,"79 32.750561 80 189.158600 81 182.209885 82 35.917152 83 36.025471 84 36.025471 85 175.851761 86 759.323120 87 6583.762207 88 6623.360840 89 23.152033 90 170.713013 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Transferencias LC 61_1989,XGBoost,2.3759069442749023,"108 7206.378906 109 7056.026367 110 7650.756348 111 8236.810547 112 8730.918945 113 9212.485352 114 8924.794922 115 7678.132324 116 8058.288086 117 7540.411133 118 8389.576172 119 9717.900391 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,SARIMAX,1.425290822982788,"108 6.506123e+05 109 1.229829e+06 110 1.327599e+06 111 1.078859e+06 112 1.071991e+06 113 1.603152e+06 114 1.602133e+06 115 8.745852e+05 116 8.625069e+05 117 8.625069e+05 118 8.625071e+05 119 7.644312e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,MLP,2.7226316928863525,"108 1.053968e+06 109 1.059710e+06 110 1.062649e+06 111 1.058123e+06 112 1.078269e+06 113 1.082102e+06 114 1.085640e+06 115 1.091491e+06 116 1.081396e+06 117 1.075337e+06 118 1.090140e+06 119 1.091491e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,XGBoost,2.0385706424713135,"108 517007.81250 109 450283.25000 110 827702.43750 111 285575.53125 112 886262.50000 113 283186.09375 114 543407.68750 115 787654.87500 116 614054.25000 117 334945.75000 118 283596.53125 119 448344.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,IRRF,MLP,1.8370449542999268,"108 1.291585e+06 109 1.304187e+06 110 1.389568e+06 111 1.414613e+06 112 1.457053e+06 113 1.492605e+06 114 1.523562e+06 115 1.562253e+06 116 1.606963e+06 117 1.653134e+06 118 1.746050e+06 119 1.797738e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do FPM,MLP,1.6191365718841553,"108 4.249465e+06 109 9.105335e+06 110 5.510536e+06 111 5.934888e+06 112 6.308932e+06 113 6.107685e+06 114 6.924709e+06 115 5.681723e+06 116 5.778594e+06 117 5.625749e+06 118 6.433271e+06 119 8.439326e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,HWES,1.4728193283081055,"108 6554996.0 109 5808575.0 110 5915421.5 111 6178204.5 112 6410773.0 113 5869460.0 114 6178204.5 115 6325610.0 116 6325610.0 117 6200288.0 118 5871001.5 119 6200288.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,AR,2.2543933391571045,"108 2.337518e+06 109 1.750950e+06 110 3.010272e+06 111 2.412514e+06 112 2.412514e+06 113 1.378911e+06 114 1.235495e+06 115 6.852698e+05 116 5.190135e+05 117 2.916102e+05 118 2.457767e+05 119 2.412810e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ITR,SARIMAX,3.5095763206481934,"108 1.080720e+06 109 9.247970e+04 110 7.834716e+04 111 9.236681e+04 112 6.069225e+04 113 7.003398e+04 114 8.176205e+04 115 7.834716e+04 116 5.353629e+05 117 3.617570e+06 118 8.939495e+05 119 8.939495e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Transferencias LC 61_1989,XGBoost,0.9394474029541016,"61 49942.539062 62 66061.523438 63 56095.011719 64 51556.468750 65 49073.777344 66 49282.132812 67 51691.679688 68 53223.562500 69 54578.980469 70 54912.937500 71 48089.980469 72 55894.769531 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,IPTU,MLP,1.840632677078247,"108 6.697213e+05 109 6.948540e+05 110 3.301906e+06 111 5.303454e+06 112 2.045142e+06 113 1.784400e+06 114 1.398849e+06 115 9.954224e+05 116 7.626476e+05 117 8.713172e+05 118 9.096626e+05 119 1.053804e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,ISS,SARIMAX,1.0909643173217773,"108 1215850.625 109 926273.375 110 1341692.500 111 1149975.750 112 1149975.750 113 1341692.500 114 1215850.625 115 1215850.625 116 1341692.500 117 1341692.500 118 1341692.500 119 1215850.625 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,ITBI,AR,1.1966309547424316,"108 333739.25000 109 316709.15625 110 458973.15625 111 318209.06250 112 388175.40625 113 463747.31250 114 388175.40625 115 286878.21875 116 463747.31250 117 460333.34375 118 398068.40625 119 218108.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,IRRF,SARIMAX,1.943143606185913,"107 6.082979e+05 108 6.077005e+05 109 1.598297e+06 110 5.940332e+05 111 1.574791e+06 112 5.925205e+05 113 1.384289e+06 114 1.505852e+06 115 1.385868e+06 116 1.381215e+06 117 1.385244e+06 118 1.574089e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do FPM,SARIMAX,3.8670294284820557,"108 5337340.5 109 7575090.5 110 4758768.0 111 5740490.0 112 5504181.5 113 5533018.0 114 5504181.5 115 5765943.5 116 5713597.5 117 5511595.0 118 5504181.5 119 7575517.5 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,HWES,1.1515891551971436,"108 6155665.0 109 4582587.5 110 4952685.0 111 6033174.0 112 6073010.0 113 6048905.0 114 6033174.0 115 6033695.5 116 6031963.5 117 6001463.0 118 4716857.5 119 6001463.0 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,AR,2.4897854328155518,"108 1.596786e+06 109 9.141262e+05 110 9.632160e+05 111 2.058001e+06 112 2.057290e+06 113 9.141262e+05 114 5.185003e+05 115 3.614203e+05 116 3.206948e+05 117 2.759740e+05 118 2.684018e+05 119 1.473255e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do ITR,AR,2.8675780296325684,"84 1.260657e+05 85 9.821038e+03 86 3.062316e+03 87 7.205161e+04 88 9.821038e+03 89 9.821038e+03 90 5.933210e+03 91 5.975188e+03 92 1.363716e+05 93 2.009813e+06 94 3.252329e+05 95 4.372056e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Transferencias LC 61_1989,HWES,1.168046236038208,"108 37448.378906 109 45784.796875 110 50905.589844 111 52649.160156 112 46405.093750 113 34284.488281 114 57455.394531 115 51498.742188 116 52909.179688 117 34685.046875 118 49914.289062 119 41091.371094 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,SARIMAX,1.8947679996490479,"108 6.549997e+06 109 2.736039e+05 110 5.160201e+05 111 5.039540e+05 112 5.159846e+05 113 5.039540e+05 114 4.897708e+05 115 5.136011e+05 116 4.927054e+05 117 4.929234e+05 118 4.838047e+05 119 7.057604e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,ISS,HWES,1.410181999206543,"108 1355272.250 109 1425886.875 110 1425886.875 111 1464573.500 112 1400746.875 113 1461210.500 114 1461210.500 115 1400746.875 116 1425886.875 117 1425891.500 118 1464573.500 119 1400746.875 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,SARIMAX,1.312636137008667,"108 471669.96875 109 403353.96875 110 470942.31250 111 522034.28125 112 422579.34375 113 514940.21875 114 522869.93750 115 395761.34375 116 519590.62500 117 519957.78125 118 502646.96875 119 334983.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,IRRF,MLP,1.7870910167694092,"106 1.282752e+06 107 1.291456e+06 108 1.322140e+06 109 1.341393e+06 110 1.354474e+06 111 1.355089e+06 112 1.386022e+06 113 1.407415e+06 114 1.440635e+06 115 1.475587e+06 116 1.527529e+06 117 1.630102e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do FPM,AR,1.259439468383789,"108 5690043.0 109 8837588.0 110 4799728.5 111 5352390.0 112 5666540.0 113 5690043.0 114 7612218.5 115 4799728.5 116 4799728.5 117 4556768.5 118 5666540.0 119 8837588.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,HWES,1.5143513679504395,"108 8806074.0 109 8602596.0 110 8609041.0 111 8800127.0 112 8809574.0 113 8806749.0 114 8800127.0 115 8815517.0 116 8815517.0 117 8805489.0 118 8806075.0 119 8805487.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,AR,1.552013874053955,"108 2.493354e+06 109 1.422427e+06 110 1.422227e+06 111 2.389554e+06 112 2.620438e+06 113 7.729382e+05 114 7.662647e+05 115 5.536500e+05 116 4.174580e+05 117 4.198569e+05 118 2.881801e+05 119 1.917203e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ITR,SARIMAX,2.6778817176818848,"84 3.761657e+05 85 8.180440e+04 86 8.210816e+04 87 8.944294e+04 88 8.210816e+04 89 8.185618e+04 90 8.097145e+04 91 9.448243e+04 92 4.890077e+05 93 2.361562e+06 94 4.938655e+05 95 4.938655e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Transferencias LC 61_1989,HWES,1.046112298965454,"108 48649.785156 109 64506.007812 110 61866.527344 111 48698.523438 112 45865.898438 113 45913.945312 114 62506.824219 115 45690.003906 116 45915.699219 117 70904.070312 118 61866.527344 119 50080.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,IPTU,SARIMAX,2.120838165283203,"104 2.360805e+05 105 2.310862e+05 106 2.770346e+05 107 2.582254e+05 108 3.412374e+06 109 3.374201e+06 110 4.969932e+06 111 3.393108e+06 112 3.355484e+06 113 3.355484e+06 114 3.355484e+06 115 3.312231e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,ISS,SARIMAX,1.7185001373291016,"108 796314.0000 109 784709.0625 110 796648.7500 111 796648.7500 112 796648.7500 113 796648.7500 114 796648.7500 115 796648.7500 116 796648.7500 117 796648.7500 118 796648.7500 119 796512.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,ITBI,SES,1.2271709442138672,"108 401184.25000 109 397078.21875 110 456690.06250 111 466922.84375 112 401184.25000 113 401194.40625 114 466922.87500 115 466904.28125 116 466922.87500 117 456690.06250 118 401184.25000 119 466922.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,IRRF,XGBoost,1.1365714073181152,"108 515124.46875 109 515147.59375 110 515147.59375 111 515302.34375 112 515302.34375 113 515302.34375 114 515302.34375 115 515302.34375 116 515302.62500 117 515302.34375 118 515302.62500 119 515302.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do FPM,HWES,1.194124698638916,"108 2488360.25 109 3061473.25 110 2345196.50 111 2547540.75 112 3390604.50 113 2843683.00 114 3062933.25 115 2345196.50 116 2333862.25 117 2235717.00 118 3483677.75 119 3391942.00 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,AR,1.8195462226867676,"108 1431111.250 109 1426966.750 110 1303500.875 111 1307195.750 112 1243831.750 113 1302173.250 114 1307172.250 115 1260889.625 116 1282211.500 117 1430937.375 118 1474970.000 119 1430937.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,AR,1.9769048690795898,"108 1.743502e+06 109 6.682556e+05 110 5.146946e+05 111 1.129560e+06 112 6.788576e+05 113 2.600841e+05 114 1.739908e+05 115 1.037629e+05 116 9.730987e+04 117 7.534259e+04 118 6.481872e+04 119 1.130775e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do ITR,XGBoost,1.6910643577575684,"100 363.185730 101 311.077972 102 325.070129 103 633.329651 104 677.228088 105 2341.590332 106 2355.770020 107 2301.877197 108 6362.632324 109 6427.732910 110 2267.677734 111 2262.759277 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Transferencias LC 61_1989,SES,0.9907791614532471,"108 14802.027344 109 10972.472656 110 14549.697266 111 14773.095703 112 14373.241211 113 14875.844727 114 14311.815430 115 14664.611328 116 14438.330078 117 13241.936523 118 14575.434570 119 14257.420898 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,IPTU,MLP,2.124450206756592,"94 7476.690568 95 7608.110307 96 7587.227704 97 7835.564405 98 7669.787994 99 14374.230973 100 8056.686815 101 7588.427067 102 7592.231658 103 7659.852150 104 7688.320510 105 9229.215163 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,ISS,SARIMAX,1.0704169273376465,"108 17429.712891 109 18820.787109 110 18401.216797 111 19822.507812 112 21376.742188 113 19894.052734 114 20456.880859 115 18613.671875 116 28048.335938 117 27745.406250 118 26450.189453 119 27815.654297 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,ITBI,XGBoost,1.2618153095245361,"105 6184.391113 106 9339.995117 107 3130.109375 108 6051.017578 109 6051.640625 110 10217.818359 111 7557.340332 112 121456.773438 113 121456.773438 114 120487.460938 115 119795.109375 116 121456.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,IRRF,MLP,1.852797031402588,"108 29845.056297 109 49857.108710 110 56888.537276 111 53406.435451 112 48356.565598 113 53022.714732 114 53721.805973 115 61228.273811 116 56369.936988 117 52387.602152 118 69441.656813 119 126462.269539 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do FPM,HWES,1.343729019165039,"108 1.249720e+06 109 1.893769e+06 110 1.149518e+06 111 1.156995e+06 112 1.249969e+06 113 1.279229e+06 114 1.249969e+06 115 1.149518e+06 116 1.149518e+06 117 9.951777e+05 118 1.249969e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,HWES,1.2084205150604248,"108 429868.56250 109 397432.59375 110 399875.43750 111 437775.84375 112 439044.56250 113 436925.59375 114 437775.84375 115 437297.09375 116 437775.84375 117 438800.90625 118 436925.87500 119 430872.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,MLP,1.6954877376556396,"106 33505.365342 107 19076.674082 108 23276.981328 109 25258.152180 110 22094.242114 111 14149.489774 112 14054.490427 113 14751.836224 114 15719.111676 115 17027.771069 116 18880.132851 117 35330.678828 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do ITR,XGBoost,2.3626768589019775,"85 141.123566 86 -16.189285 87 -61.441811 88 63.912189 89 -60.548729 90 -64.728363 91 -53.215847 92 -80.166634 93 118.222328 94 -26.885197 95 122.155060 96 -9.688731 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Transferencias LC 61_1989,HWES,1.5708346366882324,"108 3432.591553 109 3574.795898 110 3570.962891 111 3339.998779 112 3498.076904 113 3112.189209 114 3445.713867 115 3425.912842 116 3337.635010 117 3912.541748 118 3572.012207 119 3291.386230 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,IPTU,MLP,1.759443759918213,"90 25109.525027 91 29917.964190 92 34998.520531 93 39074.044125 94 41559.425310 95 37981.309012 96 28199.348011 97 32556.511310 98 38446.210985 99 44948.294387 100 53784.301132 101 63828.207453 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,ISS,AR,1.9684123992919922,"108 14776.013672 109 14465.473633 110 11661.500977 111 11384.681641 112 15736.727539 113 11882.724609 114 12490.925781 115 12538.796875 116 10824.149414 117 14818.308594 118 14957.836914 119 17792.746094 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,ITBI,SES,1.6068055629730225,"103 9039.155273 104 2925.246094 105 8353.740234 106 12933.733398 107 23969.935547 108 32006.855469 109 11581.319336 110 13638.578125 111 12507.249023 112 12037.205078 113 12825.838867 114 12368.753906 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,IRRF,MLP,1.8403966426849365,"108 56061.730044 109 50823.571503 110 57353.786360 111 59390.709247 112 62923.051718 113 59820.514862 114 61679.000335 115 62921.886055 116 62508.823590 117 66822.971137 118 84946.182222 119 87133.905697 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do FPM,HWES,1.7321133613586426,"108 1217486.625 109 1893769.000 110 1054189.625 111 1147049.875 112 1217486.625 113 1248952.625 114 1217486.625 115 1054189.625 116 1054189.625 117 925119.500 118 1217486.625 119 1893769.000 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,HWES,1.2131798267364502,"108 526842.4375 109 507402.0000 110 508717.1875 111 551921.5625 112 552446.3750 113 533308.0000 114 551921.5625 115 551881.2500 116 551921.5625 117 552446.3750 118 533474.9375 119 545778.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,SARIMAX,1.845952033996582,"107 80494.468750 108 23391.169922 109 23352.726562 110 66011.445312 111 33118.507812 112 18635.748047 113 14638.021484 114 15031.828125 115 15349.362305 116 15247.037109 117 15207.993164 118 68280.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do ITR,MLP,1.416588306427002,"70 2195.199006 71 2202.617466 72 2251.093323 73 2246.318177 74 2257.914780 75 2269.968398 76 2319.727694 77 2444.490176 78 3630.755632 79 3710.624423 80 2265.400864 81 2271.303194 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Transferencias LC 61_1989,HWES,1.2947020530700684,"72 4451.013184 73 4573.240723 74 4604.699219 75 4481.415039 76 4581.526367 77 4683.674805 78 4645.421875 79 4799.133301 80 4657.108398 81 4233.256836 82 4799.133301 83 4557.325195 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,IPTU,SARIMAX,0.9777350425720215,"97 41.468006 98 -53.031277 99 591.950806 100 42994.890625 101 91817.375000 102 275894.656250 103 80249.203125 104 79894.562500 105 20643.699219 106 78976.203125 107 78976.203125 108 464.886047 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,ISS,XGBoost,2.0022239685058594,"108 54230.410156 109 54048.144531 110 54436.921875 111 54231.464844 112 54436.921875 113 54436.921875 114 54436.921875 115 54436.921875 116 25156.648438 117 54048.144531 118 54048.144531 119 54231.464844 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,ITBI,MLP,1.7427189350128174,"105 46347.979694 106 50957.200829 107 63113.758642 108 61774.831006 109 70077.558992 110 77413.435766 111 88099.304728 112 90572.185597 113 106577.308629 114 109949.788800 115 124645.322238 116 140077.669264 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,IRRF,MLP,1.778212070465088,"108 41114.556752 109 38701.196569 110 43164.915482 111 39408.572185 112 42789.872752 113 36871.636849 114 41454.041077 115 41099.933215 116 37876.095495 117 38086.738697 118 37672.445933 119 46426.684748 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do FPM,HWES,1.6808133125305176,"108 1.467603e+06 109 1.893769e+06 110 1.021198e+06 111 8.535112e+05 112 1.467603e+06 113 9.262002e+05 114 1.467603e+06 115 1.467603e+06 116 1.021118e+06 117 9.278881e+05 118 1.467603e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,HWES,1.1810874938964844,"108 767065.6250 109 711265.8125 110 756798.6875 111 802899.1875 112 794914.2500 113 758496.1250 114 771336.5000 115 794932.3750 116 791293.8750 117 794905.0625 118 769010.4375 119 786496.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,XGBoost,2.5195934772491455,"108 87388.476562 109 36214.558594 110 75584.164062 111 86676.640625 112 154308.687500 113 85507.164062 114 97821.015625 115 -238990.937500 116 -239768.406250 117 -238935.718750 118 -238885.734375 119 72343.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ITR,XGBoost,2.416170835494995,"89 22903.900391 90 24370.519531 91 81154.039062 92 15991.872070 93 15991.872070 94 15908.352539 95 15881.160156 96 15911.516602 97 16417.945312 98 16467.933594 99 18927.115234 100 18927.115234 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,IPTU,MLP,1.8522846698760986,"108 1.009003e+07 109 3.431743e+06 110 2.934459e+06 111 3.520329e+06 112 3.295718e+06 113 3.182045e+06 114 3.507767e+06 115 3.969964e+06 116 3.183482e+06 117 3.053330e+06 118 2.347376e+06 119 7.782255e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,ISS,MLP,1.0633759498596191,"108 4.573131e+06 109 3.929920e+06 110 4.135303e+06 111 4.264870e+06 112 4.153468e+06 113 4.264225e+06 114 4.255867e+06 115 4.300519e+06 116 4.356917e+06 117 4.548804e+06 118 4.396701e+06 119 4.412540e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,ITBI,SES,1.9589219093322754,"108 1483588.875 109 1570334.000 110 1662883.625 111 1448868.250 112 1483588.875 113 1614305.500 114 1623988.000 115 1624789.875 116 1589595.000 117 1614305.500 118 2119792.500 119 1623988.000 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,IRRF,Prophet,2.168297529220581,"108 2152204.75 109 2175810.75 110 2152204.75 111 2152204.75 112 2152204.75 113 2175810.75 114 2152204.75 115 2407110.00 116 2175810.75 117 2175810.75 118 2555591.75 119 3213233.00 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do FPM,AR,1.2004756927490234,"108 8308544.0 109 11362612.0 110 6796490.0 111 6887803.0 112 8308544.0 113 8281839.5 114 8308544.0 115 6796490.0 116 6819389.5 117 6271282.0 118 8308544.0 119 11362612.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,HWES,1.1711280345916748,"108 15120999.0 109 15033760.0 110 14972759.0 111 15302978.0 112 15317902.0 113 15238522.0 114 15225604.0 115 15310791.0 116 15310791.0 117 15314450.0 118 15275844.0 119 15244485.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,AR,1.737865686416626,"108 3.915217e+06 109 2.216879e+06 110 2.951596e+06 111 3.910235e+06 112 4.101206e+06 113 1.937076e+06 114 1.811966e+06 115 1.437932e+06 116 6.279454e+05 117 5.751322e+05 118 4.460045e+05 119 2.937652e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Transferencias LC 61_1989,HWES,1.4302887916564941,"72 80746.445312 73 90281.750000 74 90974.757812 75 90870.109375 76 91396.921875 77 98147.171875 78 104386.585938 79 91113.617188 80 91396.921875 81 77508.750000 82 90974.757812 83 104224.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,IPTU,Prophet,1.1100316047668457,"95 40918.921875 96 41526.953125 97 40613.062500 98 41526.292969 99 384157.406250 100 308338.531250 101 4698.672852 102 -5015.132324 103 -5278.257812 104 2345.074951 105 1895.949463 106 24562.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,ISS,SARIMAX,1.2346670627593994,"107 396453.96875 108 344874.75000 109 396454.21875 110 396453.96875 111 338463.90625 112 290231.40625 113 338463.90625 114 396469.18750 115 338463.90625 116 338463.90625 117 396454.21875 118 339598.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,ITBI,XGBoost,1.799551010131836,"87 166013.812500 88 139507.625000 89 212243.578125 90 171053.500000 91 304952.750000 92 305945.000000 93 315770.156250 94 315920.437500 95 55096.003906 96 185689.140625 97 146411.437500 98 242130.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,IRRF,SARIMAX,2.003110408782959,"107 380572.500000 108 211429.359375 109 205628.890625 110 205628.890625 111 205628.890625 112 205628.890625 113 205628.890625 114 380572.500000 115 205628.890625 116 205539.453125 117 205628.890625 118 380572.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do FPM,HWES,1.5070137977600098,"108 2264590.25 109 2264590.25 110 2264590.25 111 1969376.50 112 2256168.50 113 2256243.75 114 2256168.50 115 1959792.00 116 1960450.50 117 2064740.75 118 2256168.50 119 3156301.75 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,HWES,1.092862844467163,"108 2919666.25 109 2911672.75 110 2900985.25 111 2950542.50 112 2955895.25 113 2901537.00 114 2935691.75 115 2955831.75 116 2955831.75 117 2943819.00 118 2935691.75 119 2942620.50 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,SARIMAX,2.2743594646453857,"106 1.069386e+06 107 3.123514e+05 108 4.672162e+05 109 6.079809e+05 110 4.869050e+05 111 1.886900e+05 112 1.070154e+05 113 5.801745e+04 114 5.801745e+04 115 2.532384e+04 116 1.360163e+04 117 1.069088e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do ITR,MLP,1.9978365898132324,"101 80343.312025 102 97832.284153 103 118483.161887 104 143625.408261 105 173992.276085 106 213550.487463 107 266899.536053 108 348024.851642 109 464947.822694 110 700709.052889 111 567439.431827 112 681074.400642 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Transferencias LC 61_1989,Prophet,1.4557855129241943,"61 16281.340820 62 17988.695312 63 16739.994141 64 14540.212891 65 13955.055664 66 13955.000977 67 15820.742188 68 13955.000977 69 15821.641602 70 16281.340820 71 13955.000977 72 15820.915039 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,IPTU,HWES,2.215555429458618,"107 326916.87500 108 883367.50000 109 883367.50000 110 307171.96875 111 326918.12500 112 342121.03125 113 363650.87500 114 337716.71875 115 326445.15625 116 941320.43750 117 307133.03125 118 342121.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,ISS,XGBoost,1.4679508209228516,"108 2769761.75 109 2772942.00 110 2767846.75 111 2763692.75 112 2771889.50 113 2769330.25 114 2767349.25 115 2767349.25 116 2767376.00 117 2767846.75 118 2767349.25 119 2763692.75 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,ITBI,AR,1.3875999450683594,"107 199204.234375 108 229820.640625 109 216413.875000 110 225553.062500 111 144961.750000 112 186570.468750 113 209117.687500 114 182165.515625 115 217601.453125 116 189668.843750 117 188345.531250 118 213799.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,IRRF,SES,1.9648916721343994,"106 2.418334e+05 107 1.548813e+05 108 2.827246e+05 109 1.710949e+05 110 1.703697e+05 111 2.501144e+05 112 2.489630e+05 113 1.880684e+05 114 1.671165e+05 115 1.667320e+05 116 8.693820e+04 117 1.298094e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do FPM,HWES,1.0232722759246826,"108 3713051.25 109 5681306.00 110 2840059.50 111 3186733.00 112 3517328.75 113 3781863.50 114 5681306.00 115 2840059.50 116 2891109.00 117 2840059.50 118 3517328.75 119 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,HWES,1.0736291408538818,"108 6005343.0 109 6018804.5 110 6008179.5 111 6009096.0 112 6014923.0 113 6015922.5 114 6009096.0 115 6016046.5 116 6018804.5 117 6014923.0 118 6017947.0 119 6014923.0 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,MLP,1.590435266494751,"77 6.948522e+05 78 9.478648e+05 79 9.789941e+05 80 7.116744e+05 81 7.898508e+05 82 8.073044e+05 83 7.736369e+05 84 7.920222e+05 85 8.381170e+05 86 9.139770e+05 87 9.797682e+05 88 1.262365e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do ITR,SARIMAX,2.923022747039795,"106 3.607142e+05 107 9.335820e+04 108 8.739792e+04 109 1.497963e+05 110 1.618983e+06 111 1.629450e+06 112 1.620599e+06 113 1.629450e+06 114 1.622761e+06 115 3.141402e+06 116 1.633522e+06 117 1.621228e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,IPTU,SARIMAX,2.1301474571228027,"88 1.300323e+06 89 9.753754e+05 90 9.753763e+05 91 2.556654e+05 92 3.431773e+05 93 3.065798e+05 94 3.866395e+05 95 2.556654e+05 96 2.665107e+05 97 3.866395e+05 98 3.169421e+05 99 3.431773e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,ISS,SARIMAX,1.2288110256195068,"88 732231.9375 89 660529.0625 90 671073.3750 91 740125.4375 92 740161.8750 93 761693.9375 94 761639.8750 95 761693.9375 96 761714.7500 97 740161.8750 98 761714.7500 99 761693.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,ITBI,SES,1.249995470046997,"86 87724.343750 87 89525.539062 88 102124.335938 89 79187.843750 90 82767.562500 91 97578.648438 92 97103.234375 93 90440.453125 94 77607.765625 95 63101.410156 96 79067.929688 97 66385.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,IRRF,SARIMAX,1.1627233028411865,"88 395186.09375 89 395359.87500 90 395186.09375 91 395186.18750 92 395186.09375 93 395186.09375 94 395186.09375 95 395186.09375 96 395186.09375 97 395186.09375 98 395186.09375 99 395186.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do FPM,SARIMAX,1.1120471954345703,"88 3130238.00 89 4417931.00 90 3401895.25 91 3407526.00 92 3450991.25 93 3469242.75 94 3450991.25 95 3401895.25 96 3402261.00 97 3382895.50 98 3450991.25 99 4417931.00 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,XGBoost,1.0382952690124512,"86 2664276.75 87 2660743.75 88 2660687.00 89 2664101.50 90 2646384.25 91 2660667.50 92 2664276.75 93 2664101.50 94 2664101.50 95 2632271.25 96 2664276.75 97 2632271.25 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,SARIMAX,1.5884559154510498,"88 739238.375000 89 259413.937500 90 394616.968750 91 739507.562500 92 302297.625000 93 417396.812500 94 369019.437500 95 164294.296875 96 38295.046875 97 45009.820312 98 45009.820312 99 805869.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do ITR,HWES,2.2555954456329346,"86 2901.177490 87 2901.177490 88 2872.391113 89 2876.786377 90 18312.775391 91 18465.761719 92 18332.039062 93 19013.792969 94 64821.500000 95 15825.703125 96 18996.220703 97 19013.792969 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,IPTU,AR,2.257115602493286,"89 7613.688477 90 7559.815918 91 4813.791504 92 83417.132812 93 74291.585938 94 71983.796875 95 71458.554688 96 71458.554688 97 71515.484375 98 71828.125000 99 70616.710938 100 71908.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,ISS,XGBoost,1.7754364013671875,"96 12790.689453 97 12950.785156 98 12966.493164 99 12993.705078 100 12790.878906 101 12674.497070 102 12950.785156 103 12993.705078 104 13010.676758 105 13040.854492 106 12993.705078 107 13010.676758 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,ITBI,XGBoost,2.424668550491333,"91 45649.675781 92 45903.128906 93 45912.113281 94 45923.000000 95 45717.191406 96 45499.566406 97 45615.085938 98 45473.675781 99 45474.507812 100 45904.968750 101 45473.675781 102 45492.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,IRRF,SARIMAX,1.5935773849487305,"96 23952.996094 97 49555.066406 98 49555.066406 99 49554.996094 100 49555.066406 101 49554.996094 102 49555.066406 103 49555.066406 104 49917.968750 105 49555.066406 106 49555.066406 107 49917.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do FPM,MLP,1.0027954578399658,"96 1.097541e+06 97 1.291901e+06 98 1.019714e+06 99 1.100671e+06 100 1.205123e+06 101 1.073188e+06 102 1.299387e+06 103 8.597929e+05 104 1.056037e+06 105 1.061492e+06 106 1.177589e+06 107 1.216355e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,HWES,1.1638216972351074,"96 302238.50000 97 327461.37500 98 367851.40625 99 327451.75000 100 382208.28125 101 443299.96875 102 327461.37500 103 327461.37500 104 303041.25000 105 294245.15625 106 300986.00000 107 381623.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,SARIMAX,1.3606836795806885,"94 63792.644531 95 38590.953125 96 38374.761719 97 63491.964844 98 38590.953125 99 38374.761719 100 15598.812500 101 6035.826660 102 3449.184814 103 4798.234863 104 3094.623291 105 63792.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,IPTU,SARIMAX,1.1068177223205566,"96 183646.109375 97 174790.265625 98 169974.515625 99 368207.906250 100 368244.875000 101 183949.750000 102 174790.265625 103 183646.640625 104 305864.125000 105 368244.875000 106 169962.296875 107 368244.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,ISS,MLP,1.2238845825195312,"100 313586.775582 101 337613.604553 102 363615.172587 103 368490.239552 104 407129.235582 105 353757.326162 106 448820.591115 107 479904.466142 108 395460.814687 109 380188.241704 110 381696.698959 111 395986.784238 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,ITBI,AR,3.517385959625244,"97 98358.820312 98 88279.406250 99 116700.484375 100 88532.570312 101 90635.101562 102 106749.984375 103 87502.187500 104 119450.187500 105 88735.343750 106 96764.023438 107 98088.250000 108 95016.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,IRRF,SARIMAX,1.2382564544677734,"100 52384.890625 101 109792.976562 102 180518.781250 103 92738.265625 104 290179.468750 105 113821.875000 106 58153.800781 107 109682.007812 108 134917.843750 109 7092.097168 110 137944.609375 111 299954.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do FPM,SARIMAX,1.189763069152832,"100 1599934.125 101 2525024.750 102 1420295.625 103 1440143.625 104 1599934.125 105 1294096.500 106 2525024.750 107 1599934.125 108 1599934.125 109 1599934.125 110 2525024.750 111 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,SES,1.1241202354431152,"100 9.575569e+05 101 9.476638e+05 102 9.855151e+05 103 9.765157e+05 104 9.654728e+05 105 9.946338e+05 106 9.894446e+05 107 9.799020e+05 108 9.798576e+05 109 1.358615e+06 110 1.001822e+06 111 1.348022e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,SARIMAX,2.0067427158355713,"98 265102.562500 99 232360.296875 100 121105.500000 101 232153.640625 102 232022.765625 103 263159.687500 104 124076.687500 105 118282.437500 106 116289.039062 107 116654.953125 108 110869.554688 109 265501.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Transferencias LC 61_1989,HWES,1.8658411502838135,"100 11357.032227 101 11451.947266 102 8860.546875 103 12157.591797 104 11438.438477 105 11399.835938 106 10776.089844 107 11567.522461 108 11492.781250 109 10034.579102 110 13683.137695 111 10772.745117 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,IPTU,SARIMAX,2.8511922359466553,"108 3.658966e+04 109 3.762632e+04 110 2.190430e+05 111 4.661539e+05 112 5.466003e+06 113 4.624585e+05 114 4.803782e+05 115 4.844219e+05 116 5.098796e+05 117 4.744261e+05 118 1.597368e+05 119 1.630253e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,ISS,SARIMAX,1.647350549697876,"108 678525.0000 109 625836.9375 110 678525.0000 111 678525.0000 112 678525.0000 113 700804.3750 114 678525.0000 115 678525.0000 116 700804.3750 117 678525.0000 118 700804.3750 119 678525.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,ITBI,MLP,2.0216774940490723,"108 219876.005674 109 199866.850202 110 236663.228303 111 192964.144330 112 228975.284245 113 221173.927418 114 235404.934927 115 266569.617819 116 207852.661068 117 216669.472043 118 209403.588476 119 213275.398418 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,IRRF,SARIMAX,1.464064359664917,"108 512641.28125 109 318006.46875 110 466042.12500 111 466042.12500 112 466042.18750 113 466042.18750 114 432054.46875 115 466042.18750 116 432054.46875 117 466042.12500 118 432054.46875 119 466042.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do FPM,HWES,1.3377153873443604,"108 2852085.50 109 4405236.50 110 2460772.00 111 2683573.25 112 2852103.00 113 2898899.25 114 2852103.00 115 2460772.00 116 2460772.00 117 2283826.00 118 2852103.00 119 4405236.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,HWES,1.469984769821167,"108 2649925.25 109 2068308.50 110 2648737.50 111 2650578.75 112 2985281.75 113 2669146.75 114 2650120.75 115 2515566.50 116 2530867.25 117 3030373.50 118 2688343.75 119 3018575.75 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,AR,2.0024828910827637,"108 1.512266e+06 109 4.258791e+05 110 4.496274e+05 111 8.477289e+05 112 6.761771e+05 113 3.531156e+05 114 1.602552e+05 115 1.836720e+05 116 1.150755e+05 117 1.172225e+05 118 6.586255e+04 119 1.512266e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do ITR,SARIMAX,4.160260438919067,"107 228.320969 108 324.092438 109 190.514130 110 324.092438 111 337.172058 112 377.039795 113 1479.719727 114 8591.789062 115 14639.773438 116 26660.023438 117 2096.034180 118 2134.565186 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Transferencias LC 61_1989,MLP,1.0428380966186523,"108 25120.808414 109 23037.492947 110 23727.953307 111 24324.274896 112 24053.791756 113 24524.449641 114 24649.165183 115 23996.921293 116 24233.653394 117 26549.235748 118 23777.917215 119 24791.787900 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,IPTU,AR,1.9304988384246826,"107 228481.562500 108 228480.843750 109 329784.500000 110 327775.156250 111 240267.546875 112 228439.218750 113 228439.093750 114 228729.546875 115 228439.218750 116 228439.093750 117 228729.546875 118 329784.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,ISS,XGBoost,1.07706880569458,"108 433500.59375 109 763881.06250 110 763881.06250 111 766044.25000 112 763066.81250 113 760277.75000 114 759071.12500 115 762435.68750 116 764054.12500 117 763066.81250 118 764054.12500 119 760277.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,ITBI,XGBoost,2.08648943901062,"108 161994.500000 109 161316.031250 110 162997.453125 111 157397.093750 112 160763.093750 113 157987.687500 114 162990.578125 115 162603.359375 116 162932.031250 117 161316.031250 118 162997.453125 119 162991.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,IRRF,SARIMAX,1.4743995666503906,"108 199626.828125 109 198826.453125 110 199520.203125 111 199520.203125 112 199514.359375 113 199520.203125 114 199520.203125 115 199520.203125 116 199520.203125 117 199520.203125 118 199520.203125 119 199520.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do FPM,HWES,1.783257007598877,"108 1.276660e+06 109 1.893332e+06 110 1.457585e+06 111 1.570619e+06 112 1.583726e+06 113 1.570615e+06 114 1.471380e+06 115 1.457585e+06 116 1.457177e+06 117 9.721753e+05 118 1.583726e+06 119 1.893332e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,AR,1.1253221035003662,"108 9.066688e+05 109 1.026175e+06 110 9.759908e+05 111 9.633703e+05 112 1.028781e+06 113 9.411129e+05 114 9.588821e+05 115 9.383589e+05 116 9.146536e+05 117 9.320554e+05 118 9.506222e+05 119 9.320138e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,SARIMAX,3.004096746444702,"108 262829.593750 109 221303.375000 110 221164.062500 111 259201.109375 112 243928.937500 113 73085.015625 114 73085.570312 115 59620.406250 116 57527.730469 117 48332.867188 118 38566.980469 119 241254.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do ITR,MLP,2.034982442855835,"108 22509.371335 109 12144.014187 110 9164.578835 111 10352.087658 112 9582.918167 113 11241.730301 114 27777.681855 115 13288.758714 116 30581.872398 117 467944.339487 118 106694.241725 119 17678.858891 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Transferencias LC 61_1989,MLP,1.4591126441955566,"108 2828.234708 109 2184.973194 110 2354.326403 111 2496.174120 112 2383.774847 113 2488.492295 114 2491.737070 115 2266.845217 116 2282.855288 117 2967.689073 118 2101.279321 119 2364.025322 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,IPTU,HWES,2.459628105163574,"108 9.532035e+03 109 7.970192e+05 110 3.310708e+06 111 3.311863e+06 112 1.216983e+06 113 1.246130e+06 114 1.221236e+06 115 1.221236e+06 116 4.951093e+05 117 1.253153e+06 118 5.015300e+05 119 4.039322e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,ISS,MLP,1.1805949211120605,"108 311659.998057 109 628509.729374 110 549492.850774 111 482893.708119 112 494593.138576 113 469379.202366 114 476504.510515 115 488420.624146 116 474981.415220 117 498521.262035 118 488207.833676 119 497676.762925 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,ITBI,SARIMAX,1.2850353717803955,"108 15014.186523 109 197491.359375 110 167363.046875 111 197491.359375 112 167554.968750 113 197491.359375 114 167977.593750 115 197491.359375 116 197491.359375 117 197491.359375 118 197491.359375 119 197491.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,IRRF,MLP,1.3482940196990967,"108 480166.614256 109 558073.551548 110 515761.158482 111 508406.361873 112 513386.180155 113 502079.326229 114 516593.764808 115 502701.208593 116 511898.943333 117 488218.852816 118 516037.107291 119 646720.115005 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do FPM,HWES,1.9937193393707275,"108 4630667.00 109 6943818.50 110 4140652.00 111 4208075.50 112 4630667.00 113 4666872.00 114 4630667.00 115 4140652.00 116 4142206.25 117 3476699.50 118 4630667.00 119 6943818.50 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,HWES,1.1070928573608398,"108 1614094.875 109 1630573.375 110 1637999.500 111 1686204.000 112 1743650.625 113 1640877.500 114 1687873.250 115 1753760.125 116 1754507.000 117 1768868.000 118 1614095.375 119 1768634.750 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,AR,1.7119765281677246,"108 1.140441e+06 109 8.240961e+05 110 1.294201e+06 111 1.129624e+06 112 1.315455e+06 113 6.391932e+05 114 4.798591e+05 115 3.927380e+05 116 2.049950e+05 117 1.510899e+05 118 1.224651e+05 119 1.304943e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do ITR,XGBoost,2.7751595973968506,"105 2908.903076 106 7103.015625 107 23441.500000 108 23456.914062 109 23293.513672 110 23478.580078 111 23519.117188 112 23454.751953 113 23792.406250 114 4791.716797 115 23765.244141 116 23823.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Transferencias LC 61_1989,MLP,3.0495498180389404,"108 15550.847958 109 15093.571346 110 15521.282456 111 15739.984379 112 15719.724835 113 15844.764653 114 15796.301893 115 15653.190668 116 15786.557651 117 15993.803884 118 15064.171751 119 15266.296711 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,IPTU,HWES,2.572780132293701,"108 3439647.500 109 5492723.500 110 1259232.875 111 965109.000 112 1259232.875 113 1343904.625 114 1256226.750 115 1275664.125 116 2064582.625 117 1259232.875 118 1345244.000 119 1287365.000 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,ISS,SARIMAX,1.076951503753662,"108 2546077.50 109 2476124.00 110 2545868.25 111 2545882.00 112 2546077.50 113 2546077.50 114 2476161.50 115 2545868.25 116 2546077.50 117 2546173.25 118 2546077.50 119 2546077.50 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,ITBI,SES,1.127955436706543,"108 673121.8750 109 673121.8750 110 699665.8125 111 699665.8125 112 668207.4375 113 759580.8750 114 673121.8750 115 699636.7500 116 691822.5625 117 673121.8750 118 673101.5625 119 730941.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,IRRF,SARIMAX,1.69350266456604,"108 1765161.125 109 1547789.375 110 2626409.750 111 2626409.750 112 2626409.750 113 2626409.750 114 2626411.500 115 2626409.750 116 2626409.750 117 2626410.500 118 2626410.500 119 2626410.500 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do FPM,HWES,1.1751666069030762,"108 6847188.5 109 11362785.0 110 6616081.0 111 6847188.5 112 9569221.0 113 9332772.0 114 11362785.0 115 6616081.0 116 6616081.0 117 5878804.5 118 9569221.0 119 11362785.0 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,AR,1.0474061965942383,"108 7276715.5 109 7189308.5 110 7165241.5 111 7386140.0 112 7412605.5 113 6875589.0 114 7354922.5 115 7386140.0 116 7386140.0 117 7522327.5 118 7317693.0 119 7412605.5 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,AR,2.1553611755371094,"108 2.263368e+06 109 1.885395e+06 110 1.949470e+06 111 2.503080e+06 112 2.503080e+06 113 1.887431e+06 114 1.518871e+06 115 1.105441e+06 116 6.382778e+05 117 4.670942e+05 118 3.042631e+05 119 2.233406e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ITR,AR,3.232008218765259,"108 7.860082e+05 109 6.557795e+04 110 6.649678e+04 111 6.596367e+04 112 4.179497e+04 113 5.868213e+04 114 4.950150e+04 115 4.179497e+04 116 2.330148e+05 117 5.318906e+06 118 1.031179e+06 119 1.031179e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Transferencias LC 61_1989,SES,1.0271835327148438,"108 50267.250000 109 59304.539062 110 63916.507812 111 71029.812500 112 70579.671875 113 68344.093750 114 78889.789062 115 66997.687500 116 67400.312500 117 67278.992188 118 68665.562500 119 52027.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,IPTU,MLP,1.997741937637329,"98 156614.669985 99 146731.663115 100 159985.770626 101 179795.005110 102 199595.504976 103 422866.025044 104 231210.576414 105 232969.248870 106 244216.971056 107 251815.189317 108 190641.298358 109 208448.897753 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,ISS,SES,1.059926986694336,"108 17020.328125 109 19266.421875 110 19490.576172 111 19490.576172 112 17083.992188 113 26270.380859 114 18753.214844 115 19264.898438 116 19966.482422 117 24633.419922 118 26270.380859 119 23538.878906 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,ITBI,AR,1.2806289196014404,"108 22670.544922 109 32209.177734 110 31190.177734 111 32334.507812 112 18364.927734 113 -484.454407 114 631.703186 115 32209.177734 116 42497.472656 117 32741.724609 118 10854.411133 119 31532.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,IRRF,MLP,1.204822063446045,"104 46021.092872 105 49499.934777 106 48571.282022 107 50268.855635 108 49922.229281 109 50198.113989 110 49287.818635 111 49659.541800 112 52404.025485 113 54368.863141 114 67257.709815 115 78884.930581 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do FPM,AR,3.491198778152466,"108 1.232290e+06 109 1.893770e+06 110 1.108886e+06 111 1.141368e+06 112 1.233964e+06 113 1.261565e+06 114 1.234098e+06 115 1.108886e+06 116 1.109008e+06 117 9.780386e+05 118 1.233964e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,HWES,1.2664296627044678,"108 1319597.625 109 1326517.625 110 1317096.250 111 1346540.000 112 1347758.250 113 1325057.000 114 1343630.250 115 1347362.000 116 1347362.000 117 1341982.750 118 1313588.000 119 1341982.750 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,AR,1.7389476299285889,"108 111629.250000 109 66827.007812 110 45086.664062 111 101904.468750 112 98934.367188 113 22590.621094 114 21027.625000 115 9626.418945 116 9626.418945 117 24342.193359 118 24378.593750 119 101904.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ITR,MLP,2.237652063369751,"108 12344.945486 109 14461.140514 110 14331.691232 111 16242.960730 112 16635.843603 113 18970.130753 114 20025.009858 115 22022.978124 116 55444.107694 117 289850.848266 118 31582.727622 119 50671.738896 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Transferencias LC 61_1989,HWES,1.4121603965759277,"108 9379.496094 109 8518.392578 110 8405.068359 111 9022.433594 112 8801.159180 113 9692.105469 114 9480.600586 115 9227.777344 116 7789.688965 117 7433.416992 118 8364.381836 119 8787.685547 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,IPTU,HWES,2.7989656925201416,"97 4566.809570 98 10391.008789 99 11739.936523 100 145503.359375 101 139919.765625 102 21998.898438 103 32764.869141 104 21998.898438 105 34963.515625 106 12313.253906 107 12738.437500 108 12214.712891 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,ISS,AR,1.4083318710327148,"108 58771.964844 109 41235.316406 110 50012.292969 111 43082.562500 112 45860.203125 113 45766.746094 114 50562.132812 115 42168.234375 116 50562.132812 117 50566.191406 118 45798.871094 119 48900.078125 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,ITBI,AR,1.7444062232971191,"106 29488.417969 107 11440.460938 108 26940.583984 109 2317.760254 110 5479.729492 111 8842.159180 112 14609.641602 113 8655.881836 114 6006.585938 115 21984.443359 116 9125.444336 117 9374.425781 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,IRRF,SARIMAX,1.1966843605041504,"107 60814.664062 108 83582.859375 109 83582.859375 110 83582.859375 111 83582.859375 112 83582.859375 113 83582.859375 114 83582.859375 115 83582.859375 116 83582.859375 117 83582.859375 118 83582.859375 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do FPM,HWES,1.8179125785827637,"108 1218645.625 109 1893768.500 110 1090180.875 111 1135856.250 112 1218662.625 113 1226525.375 114 1218662.625 115 1090180.875 116 1090212.750 117 958470.750 118 1218662.625 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,HWES,1.1137135028839111,"108 550647.43750 109 481357.96875 110 491088.28125 111 573093.06250 112 578557.25000 113 564371.75000 114 572990.75000 115 573095.31250 116 573095.31250 117 575545.25000 118 564081.93750 119 576122.00000 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,SARIMAX,1.862682580947876,"108 130967.179688 109 44403.097656 110 44403.097656 111 62988.136719 112 62988.269531 113 12759.866211 114 12759.866211 115 11823.864258 116 9091.472656 117 7972.421875 118 6584.165527 119 136417.343750 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do ITR,XGBoost,1.5892055034637451,"98 57.516941 99 2673.675537 100 4061.304688 101 4793.429199 102 4805.670898 103 4820.331055 104 4805.670898 105 4843.517578 106 1789.234741 107 1789.191772 108 4815.316406 109 4789.020996 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Transferencias LC 61_1989,XGBoost,1.178959846496582,"60 3958.661621 61 4373.811523 62 3956.847412 63 3960.679932 64 3214.420654 65 3214.420654 66 3215.937988 67 3214.420654 68 3215.937988 69 3958.661621 70 3214.420654 71 3215.937988 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,HWES,2.0840885639190674,"99 443.846313 100 4053.876709 101 3207.121582 102 16722.996094 103 72758.875000 104 10310.240234 105 7114.174316 106 8241.186523 107 2454.013184 108 3222.656982 109 10631.325195 110 3222.656982 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,ISS,HWES,1.383077621459961,"108 40546.804688 109 41045.316406 110 41042.035156 111 41045.316406 112 41042.035156 113 39253.015625 114 33434.371094 115 33403.667969 116 33653.785156 117 33653.785156 118 33650.785156 119 33650.785156 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,2.1009116172790527,"104 6291.030273 105 11299.858398 106 12680.251953 107 12276.802734 108 10995.092773 109 11300.123047 110 12680.251953 111 10572.860352 112 18765.515625 113 16121.057617 114 15288.165039 115 11974.363281 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,IRRF,SARIMAX,1.608896255493164,"108 50399.597656 109 113534.492188 110 50399.597656 111 50399.597656 112 50842.214844 113 50399.597656 114 50399.597656 115 50399.597656 116 50399.597656 117 56253.800781 118 56253.800781 119 113534.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do FPM,HWES,1.1649296283721924,"108 1.227968e+06 109 1.893771e+06 110 1.101978e+06 111 1.165547e+06 112 1.229120e+06 113 1.252086e+06 114 1.229115e+06 115 1.101978e+06 116 1.101978e+06 117 9.584829e+05 118 1.229120e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,HWES,1.0249204635620117,"108 646330.6250 109 557408.6875 110 558663.8125 111 644701.1250 112 646487.8125 113 650807.6875 114 644701.1250 115 646486.5625 116 646486.5625 117 645487.0625 118 651843.5000 119 645487.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,HWES,3.053816318511963,"108 82504.625000 109 45531.019531 110 45532.902344 111 82506.523438 112 82506.523438 113 35289.945312 114 9385.428711 115 8656.016602 116 7726.584961 117 9117.373047 118 5491.674805 119 82463.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ITR,MLP,2.2093305587768555,"81 1552.810562 82 1848.002519 83 2122.292145 84 2415.618069 85 2758.549323 86 3186.540954 87 3534.535384 88 4088.052914 89 3603.776335 90 1285.418225 91 1404.364451 92 1588.724372 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Transferencias LC 61_1989,HWES,1.4449758529663086,"108 5346.461426 109 5300.876953 110 5217.112305 111 5444.909180 112 5362.236328 113 5418.344727 114 5078.761719 115 5185.304199 116 5614.068848 117 5460.980957 118 5330.505371 119 5571.940918 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,IPTU,XGBoost,1.9155139923095703,"79 5589.946777 80 31191.212891 81 31710.001953 82 53002.644531 83 31621.880859 84 35799.062500 85 35530.023438 86 31747.630859 87 35530.023438 88 35530.023438 89 9887.194336 90 10378.888672 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,ISS,XGBoost,2.0972418785095215,"80 34922.425781 81 34919.101562 82 34919.074219 83 34919.000000 84 34919.000000 85 34919.074219 86 34919.000000 87 25620.910156 88 34919.089844 89 34919.089844 90 26287.609375 91 34919.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,ITBI,SES,1.992948293685913,"69 26243.562500 70 58481.851562 71 14578.039062 72 4722.214844 73 4722.214844 74 29686.537109 75 61486.695312 76 4722.214844 77 53741.320312 78 30242.630859 79 14578.166992 80 8675.506836 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,IRRF,XGBoost,1.3692359924316406,"80 65872.250000 81 65375.652344 82 64745.324219 83 65118.917969 84 67834.867188 85 65375.652344 86 65118.917969 87 65118.917969 88 105911.453125 89 79604.664062 90 65118.917969 91 105911.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do FPM,MLP,1.062894582748413,"80 1.109782e+06 81 1.305150e+06 82 1.032555e+06 83 1.114236e+06 84 1.171688e+06 85 1.137234e+06 86 1.066670e+06 87 1.132537e+06 88 1.095742e+06 89 1.077603e+06 90 1.194636e+06 91 1.234096e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,Prophet,1.003175973892212,"80 890988.5625 81 897642.4375 82 897642.4375 83 897642.4375 84 895750.9375 85 897642.4375 86 897642.4375 87 897642.4375 88 897642.4375 89 897642.4375 90 897642.4375 91 897642.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,MLP,2.6509921550750732,"80 51380.652984 81 38075.592496 82 40882.845377 83 61396.250188 84 57152.062087 85 37590.314635 86 30157.974480 87 29143.170051 88 28262.433554 89 28505.093431 90 27369.010748 91 53822.987035 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ITR,MLP,1.4157800674438477,"75 107048.342233 76 91765.849121 77 92781.381985 78 94095.442533 79 101220.166870 80 96820.296695 81 98624.413252 82 98848.332803 83 103935.958452 84 270307.627509 85 121431.515394 86 116932.919972 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,IPTU,SARIMAX,2.603339433670044,"107 101858.617188 108 108248.968750 109 115286.109375 110 597789.187500 111 596397.625000 112 116592.718750 113 119419.398438 114 101662.640625 115 117317.187500 116 115395.046875 117 113624.367188 118 119419.398438 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,ISS,SARIMAX,1.1787018775939941,"108 308127.90625 109 308084.71875 110 308127.90625 111 308093.18750 112 308083.75000 113 308556.46875 114 308084.71875 115 308556.46875 116 308556.46875 117 308556.46875 118 308556.46875 119 308556.46875 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,ITBI,XGBoost,1.891057014465332,"108 74781.937500 109 364070.750000 110 92378.382812 111 106409.726562 112 50729.863281 113 74496.476562 114 53904.093750 115 92378.382812 116 57942.359375 117 52919.050781 118 77576.679688 119 50760.101562 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,IRRF,HWES,1.1337623596191406,"108 209641.187500 109 194861.593750 110 194769.296875 111 194434.031250 112 190132.078125 113 185252.937500 114 190132.078125 115 199673.703125 116 209674.109375 117 194861.593750 118 187839.937500 119 378273.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do FPM,AR,1.7922327518463135,"108 2671293.500 109 3787537.500 110 2115311.250 111 2326234.750 112 2671023.250 113 2523667.250 114 2671023.250 115 2115311.250 116 2081677.375 117 1913662.875 118 2671023.250 119 3787537.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,HWES,1.0155739784240723,"108 2463924.25 109 2589036.50 110 2508152.00 111 2651457.00 112 2658859.00 113 2523322.75 114 2651457.00 115 2671622.50 116 2671622.50 117 2654190.75 118 2502645.75 119 2654190.75 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,HWES,2.658682107925415,"108 444328.312500 109 233631.000000 110 226489.078125 111 444328.312500 112 351276.531250 113 239880.828125 114 131020.070312 115 81935.773438 116 32982.964844 117 54552.730469 118 19772.035156 119 423107.593750 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Transferencias LC 61_1989,AR,0.9953548908233643,"60 22803.541016 61 22767.509766 62 22928.167969 63 22957.527344 64 16940.917969 65 22898.189453 66 22835.884766 67 16945.681641 68 22948.121094 69 19994.072266 70 22928.167969 71 22836.306641 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,IPTU,MLP,1.751601219177246,"98 47235.862574 99 54908.804883 100 69913.884824 101 94696.826791 102 167310.640655 103 102336.149579 104 72347.894230 105 82347.230014 106 97478.676574 107 118058.509305 108 142382.283464 109 170358.467447 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,ISS,XGBoost,1.3024883270263672,"108 86549.445312 109 86554.109375 110 86541.789062 111 86528.265625 112 86528.265625 113 86549.445312 114 118653.460938 115 86549.445312 116 86549.445312 117 118809.718750 118 86549.445312 119 86549.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,ITBI,SARIMAX,2.1434648036956787,"106 23160.931641 107 20542.939453 108 20035.828125 109 20542.939453 110 23411.998047 111 24425.853516 112 23411.998047 113 23934.759766 114 23367.042969 115 23411.998047 116 20114.464844 117 24760.728516 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,IRRF,XGBoost,1.6743535995483398,"108 69981.796875 109 69943.976562 110 126843.382812 111 69943.976562 112 69943.976562 113 69943.976562 114 126843.382812 115 136158.687500 116 69943.976562 117 69943.976562 118 69943.976562 119 136158.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do FPM,HWES,1.6929042339324951,"108 1.228383e+06 109 1.893772e+06 110 1.047910e+06 111 1.142368e+06 112 1.228916e+06 113 1.244931e+06 114 1.228916e+06 115 1.047910e+06 116 1.046511e+06 117 9.284139e+05 118 1.228916e+06 119 1.893772e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,HWES,1.8565254211425781,"108 744958.6250 109 620841.3750 110 621062.8750 111 711492.8750 112 805676.4375 113 736212.4375 114 711492.8750 115 805562.7500 116 805560.6250 117 789337.5000 118 735727.5625 119 789337.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,AR,1.2569301128387451,"108 149372.796875 109 34936.546875 110 35272.417969 111 108238.226562 112 35273.515625 113 20737.503906 114 20522.330078 115 20522.320312 116 3236.699463 117 10234.825195 118 11878.250977 119 147938.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ITR,SARIMAX,1.6047537326812744,"95 229.074783 96 -38.926247 97 1913.979492 98 203.181244 99 205.082565 100 1870.485596 101 -39.476803 102 -30.365601 103 -59.622257 104 4059.410645 105 240.418793 106 434.115784 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Transferencias LC 61_1989,HWES,2.592285394668579,"108 6569.561035 109 6351.916504 110 6365.211426 111 6105.086426 112 6309.005371 113 5578.324219 114 8291.998047 115 7093.107422 116 6719.464355 117 7490.459473 118 6752.159180 119 7995.653320 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,IPTU,Prophet,1.5901730060577393,"91 11815.015625 92 27389.750000 93 64859.718750 94 30302.611328 95 72180.609375 96 278715.468750 97 32055.068359 98 57677.980469 99 16460.373047 100 27025.792969 101 12941.856445 102 12835.868164 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,ISS,SARIMAX,1.1510562896728516,"108 131687.531250 109 131705.515625 110 133921.609375 111 133921.609375 112 132789.734375 113 133921.609375 114 132789.734375 115 132789.734375 116 132789.734375 117 127427.335938 118 132789.734375 119 132789.734375 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,ITBI,AR,1.715853214263916,"108 27187.806641 109 50372.328125 110 40937.636719 111 47218.886719 112 48651.328125 113 48134.667969 114 48868.000000 115 46419.281250 116 40434.925781 117 48737.558594 118 26089.111328 119 47694.011719 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,IRRF,SARIMAX,2.0674266815185547,"106 68795.171875 107 68795.171875 108 68777.945312 109 68795.171875 110 68777.945312 111 68777.945312 112 68777.945312 113 68777.945312 114 68777.945312 115 68777.945312 116 68777.945312 117 86713.312500 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do FPM,HWES,1.2398955821990967,"108 1278711.625 109 1893771.000 110 1101511.500 111 1113232.375 112 1325744.750 113 1295065.750 114 1325744.750 115 1101511.500 116 1097751.750 117 954254.250 118 1325744.750 119 1893771.000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,HWES,1.301666021347046,"108 1.047818e+06 109 1.012442e+06 110 9.710556e+05 111 1.066205e+06 112 1.072297e+06 113 1.037900e+06 114 1.066205e+06 115 1.055350e+06 116 1.054462e+06 117 1.072280e+06 118 1.045751e+06 119 1.000047e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,AR,2.6001036167144775,"108 431016.906250 109 209069.406250 110 220972.578125 111 418654.437500 112 429643.906250 113 460545.562500 114 152469.515625 115 112995.171875 116 86831.343750 117 43429.867188 118 34395.777344 119 420335.531250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ITR,MLP,2.0068249702453613,"106 15824.790360 107 36271.964543 108 41207.827667 109 13882.066969 110 13428.036827 111 22513.315837 112 26138.630054 113 104611.071515 114 92861.456584 115 318005.970555 116 35835.663060 117 26067.690617 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Transferencias LC 61_1989,Prophet,1.1994800567626953,"60 7642.313477 61 8198.898438 62 7668.377930 63 7642.313477 64 6716.863770 65 6716.863770 66 6809.745117 67 6716.863770 68 6803.352051 69 7642.313477 70 6716.863770 71 6809.745117 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,IPTU,SARIMAX,1.7786180973052979,"104 -546.627991 105 45093.667969 106 37481.281250 107 842991.687500 108 20968.193359 109 21320.224609 110 21278.658203 111 21220.271484 112 15330.210938 113 47352.312500 114 15104.108398 115 34608.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,ISS,XGBoost,1.3085150718688965,"108 84552.179688 109 85459.945312 110 84461.671875 111 84461.671875 112 84461.671875 113 90677.242188 114 84461.671875 115 84552.179688 116 90785.015625 117 84489.234375 118 84651.585938 119 84461.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,ITBI,AR,1.1921617984771729,"107 9396.629883 108 7529.582520 109 7513.954590 110 10746.756836 111 9418.537109 112 8407.105469 113 11985.239258 114 7175.323730 115 7322.712402 116 6455.380859 117 6396.668457 118 10505.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,IRRF,SARIMAX,2.020421028137207,"108 2958.604736 109 132122.218750 110 131746.796875 111 131746.796875 112 131746.796875 113 131746.796875 114 131756.718750 115 131746.796875 116 131746.796875 117 128613.789062 118 132122.218750 119 132122.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do FPM,HWES,1.3032848834991455,"108 1.250154e+06 109 1.893769e+06 110 1.072766e+06 111 1.292124e+06 112 1.250421e+06 113 1.292058e+06 114 1.250421e+06 115 1.072766e+06 116 1.038882e+06 117 1.103428e+06 118 1.250421e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,HWES,1.0523037910461426,"108 625497.0000 109 659546.1875 110 622456.8750 111 638975.3750 112 697036.6250 113 650910.1250 114 670042.3750 115 667072.4375 116 667072.4375 117 697125.5625 118 651216.6875 119 673354.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,AR,1.7352995872497559,"107 238346.531250 108 55908.726562 109 75391.992188 110 107169.820312 111 78474.171875 112 29260.085938 113 13942.373047 114 12039.182617 115 10929.502930 116 14370.612305 117 13928.044922 118 247390.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do ITR,XGBoost,2.221395254135132,"96 187.257965 97 123.971703 98 142.111603 99 155.244354 100 143.292816 101 155.036667 102 145.982834 103 122.029129 104 119.564842 105 104.418724 106 191.887024 107 138.611053 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Transferencias LC 61_1989,HWES,1.869903802871704,"96 5759.278320 97 5344.855469 98 5349.464844 99 5776.132812 100 4513.169922 101 5383.216309 102 5308.835938 103 5368.624512 104 4649.295410 105 5175.986328 106 5781.301270 107 5891.188477 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,IPTU,MLP,2.0098493099212646,"108 1.106741e+07 109 2.330739e+06 110 1.027524e+06 111 8.276444e+05 112 1.116423e+06 113 1.051027e+06 114 1.136471e+06 115 1.449092e+06 116 1.380888e+06 117 9.976081e+05 118 9.953558e+05 119 2.830058e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,ISS,SARIMAX,1.0782556533813477,"108 146666.859375 109 149848.296875 110 149848.296875 111 149848.328125 112 143769.687500 113 141925.828125 114 148379.781250 115 149988.859375 116 147854.171875 117 147854.171875 118 148175.640625 119 148175.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,ITBI,AR,1.610461950302124,"108 262864.937500 109 258701.250000 110 256574.515625 111 301624.812500 112 257968.828125 113 241576.984375 114 253972.312500 115 241391.906250 116 253972.312500 117 252373.812500 118 272110.062500 119 250707.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,IRRF,XGBoost,1.2570877075195312,"108 432436.68750 109 435827.65625 110 432451.46875 111 435827.65625 112 435827.65625 113 435827.65625 114 435827.65625 115 441790.56250 116 435827.65625 117 435827.65625 118 435827.65625 119 437365.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do FPM,AR,1.4014642238616943,"107 1641162.500 108 2523749.000 109 1539853.500 110 1634016.250 111 1638193.125 112 1639893.750 113 1638193.125 114 1539853.500 115 1538114.625 116 1477489.250 117 1639886.875 118 2523749.000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,HWES,1.3626627922058105,"108 522953.00000 109 478949.37500 110 507092.40625 111 519275.31250 112 523498.25000 113 513672.40625 114 516958.03125 115 519288.28125 116 519288.28125 117 510973.59375 118 513562.18750 119 510973.59375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,AR,1.2251405715942383,"108 220315.046875 109 156941.312500 110 258046.875000 111 284549.312500 112 288927.625000 113 144512.875000 114 125901.546875 115 51386.246094 116 49237.296875 117 40388.050781 118 32054.484375 119 284575.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ITR,XGBoost,1.7547063827514648,"94 8617.787109 95 2390.264648 96 44.023758 97 40.013039 98 42.788956 99 40.013039 100 42.788956 101 58.433197 102 2403.591797 103 8617.787109 104 62.616074 105 49.359268 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,IPTU,AR,3.258620262145996,"107 30674.224609 108 246429.937500 109 247375.968750 110 36550.835938 111 57321.710938 112 40817.152344 113 37194.859375 114 55969.406250 115 34508.335938 116 37972.062500 117 37194.792969 118 56236.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,ISS,XGBoost,1.4320223331451416,"107 53654.707031 108 51285.941406 109 53650.871094 110 51900.414062 111 51219.156250 112 51900.414062 113 51900.414062 114 53650.875000 115 51900.414062 116 53654.710938 117 53654.707031 118 53654.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,ITBI,AR,1.8910400867462158,"107 57645.183594 108 51322.539062 109 63670.699219 110 40539.218750 111 48393.609375 112 36003.359375 113 35773.703125 114 44894.738281 115 39026.082031 116 30378.466797 117 27303.181641 118 27148.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,IRRF,XGBoost,1.9744899272918701,"102 101425.437500 103 101473.406250 104 101409.914062 105 101409.914062 106 101499.757812 107 101499.757812 108 101499.757812 109 101499.757812 110 101499.757812 111 101409.921875 112 101499.757812 113 101405.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do FPM,AR,1.279256820678711,"108 1.242272e+06 109 1.312103e+06 110 1.155345e+06 111 1.136929e+06 112 1.217375e+06 113 1.225036e+06 114 9.763637e+05 115 1.168675e+06 116 9.545148e+05 117 1.032803e+06 118 1.213380e+06 119 1.213380e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,SARIMAX,1.0640299320220947,"108 632546.3750 109 549535.6250 110 561863.9375 111 643021.0625 112 647898.0625 113 633297.3125 114 643021.0625 115 647898.0625 116 647898.0625 117 802640.0000 118 632971.1250 119 802575.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,AR,1.1471748352050781,"73 161421.359375 74 24384.208984 75 39232.296875 76 42618.140625 77 89987.875000 78 43105.437500 79 61597.843750 80 40139.144531 81 59203.312500 82 35497.835938 83 35481.355469 84 24384.208984 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do ITR,XGBoost,1.5199286937713623,"89 338.275269 90 328.716522 91 1152.273560 92 1063.790161 93 828.096191 94 1060.508057 95 739.624023 96 402.062897 97 241.054871 98 1208.932007 99 1259.155640 100 398.122345 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Transferencias LC 61_1989,SARIMAX,1.7522919178009033,"106 5554.677246 107 5078.953613 108 5889.544922 109 4913.100586 110 6507.456543 111 7010.358887 112 7047.367188 113 6799.683594 114 6872.019043 115 6781.236328 116 6762.923828 117 7077.254395 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,IPTU,SARIMAX,1.7017242908477783,"104 20747.111328 105 19297.000000 106 141471.296875 107 16430.923828 108 22549.939453 109 16432.519531 110 14512.549805 111 31769.414062 112 21733.966797 113 24323.667969 114 9782.801758 115 20369.138672 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,ISS,MLP,2.0415077209472656,"108 19270.442895 109 20134.227738 110 23068.412754 111 20512.461540 112 21793.498092 113 21070.399224 114 21926.083051 115 21925.681749 116 21874.111296 117 22793.340532 118 23834.412004 119 26132.808054 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,ITBI,Prophet,1.6186609268188477,"107 4991.057129 108 26491.427734 109 9302.166992 110 21634.488281 111 16970.912109 112 22211.787109 113 22213.900391 114 18832.945312 115 21631.855469 116 21596.603516 117 18423.326172 118 20404.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,IRRF,XGBoost,1.327688455581665,"107 49569.300781 108 112511.695312 109 113833.164062 110 49720.261719 111 113833.164062 112 112511.695312 113 112511.695312 114 49491.246094 115 112511.695312 116 112511.695312 117 112511.695312 118 113833.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do FPM,SARIMAX,1.1657464504241943,"108 1392944.875 109 1893768.500 110 1477468.875 111 1560991.875 112 1613797.875 113 1535074.625 114 1523415.875 115 1477468.875 116 1477468.875 117 1477433.500 118 1613797.875 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,HWES,1.1056945323944092,"108 606637.06250 109 370872.71875 110 601394.56250 111 625333.37500 112 620597.25000 113 623442.93750 114 624408.25000 115 625434.25000 116 625434.31250 117 623281.31250 118 623480.93750 119 623281.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,AR,1.8692970275878906,"105 64352.175781 106 123168.679688 107 64368.679688 108 64352.175781 109 65462.328125 110 123168.679688 111 -135620.937500 112 -118148.820312 113 14214.981445 114 14089.369141 115 16620.654297 116 1359.163696 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ITR,XGBoost,1.732395887374878,"84 248.647720 85 12103.617188 86 348.702667 87 342.335724 88 12080.531250 89 295.079742 90 299.065338 91 334.736053 92 271.182312 93 348.702667 94 11974.251953 95 324.338715 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Transferencias LC 61_1989,SARIMAX,1.5932741165161133,"72 4898.708984 73 5141.754883 74 3849.339844 75 3625.876709 76 5198.735352 77 4168.497559 78 4842.266602 79 5231.045410 80 3810.652832 81 4842.267090 82 5282.229980 83 4886.110352 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,IPTU,SARIMAX,2.067138433456421,"107 2.364066e+05 108 7.763809e+05 109 1.877617e+06 110 3.903021e+05 111 7.327514e+05 112 4.067997e+05 113 7.763812e+05 114 7.763808e+05 115 3.360082e+05 116 3.368217e+05 117 3.193439e+05 118 3.193439e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,ISS,MLP,1.267221450805664,"108 375085.647108 109 386077.490172 110 370661.204420 111 460960.594732 112 375037.151446 113 405210.188331 114 421601.099229 115 361310.617278 116 354324.938784 117 373463.940825 118 385740.247025 119 391507.643056 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,ITBI,XGBoost,2.475780725479126,"108 545764.25000 109 496205.90625 110 560799.06250 111 548372.68750 112 558589.25000 113 560299.25000 114 484845.62500 115 563248.25000 116 560799.06250 117 506198.21875 118 560799.06250 119 560561.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,IRRF,XGBoost,1.1499865055084229,"105 379368.03125 106 693917.18750 107 693776.43750 108 693776.43750 109 693776.43750 110 693776.43750 111 668318.68750 112 694269.93750 113 694243.06250 114 693776.43750 115 694269.93750 116 694252.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do FPM,HWES,1.6155247688293457,"108 2607825.25 109 4397875.50 110 2571326.00 111 2607826.00 112 3051120.00 113 2914427.00 114 3051120.00 115 2571326.00 116 2571320.75 117 2607826.00 118 2848867.50 119 4397877.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,HWES,1.14851713180542,"108 3913651.50 109 4004937.00 110 4188932.00 111 3960540.50 112 3993582.75 113 3958693.00 114 3960540.50 115 3993572.25 116 3960540.50 117 3975174.00 118 3960849.75 119 3993593.00 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,XGBoost,1.6637787818908691,"108 643385.812500 109 289442.562500 110 869521.687500 111 643385.812500 112 719093.625000 113 270105.656250 114 273699.625000 115 117959.796875 116 139034.265625 117 246320.703125 118 73200.835938 119 704171.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ITR,AR,3.2059996128082275,"108 3.265804e+04 109 6.545869e+04 110 8.905447e+04 111 9.074047e+04 112 8.424453e+04 113 8.905105e+04 114 9.074047e+04 115 9.075195e+04 116 3.529674e+05 117 2.765041e+06 118 3.529674e+05 119 3.529674e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Transferencias LC 61_1989,SES,1.0536186695098877,"108 37335.738281 109 36220.707031 110 37844.164062 111 38363.503906 112 37423.222656 113 37682.011719 114 37032.730469 115 37559.265625 116 37131.445312 117 36777.570312 118 37712.144531 119 36398.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,IPTU,XGBoost,2.113102674484253,"84 51848.648438 85 75857.109375 86 275643.843750 87 279602.531250 88 294022.875000 89 127092.406250 90 128067.859375 91 129814.453125 92 162322.000000 93 126822.531250 94 126881.656250 95 129784.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,ISS,AR,1.026810884475708,"84 68723.539062 85 28646.423828 86 28674.449219 87 38119.156250 88 42049.753906 89 31231.365234 90 34182.820312 91 49173.683594 92 30862.314453 93 38669.027344 94 27635.246094 95 27488.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,ITBI,MLP,1.1095139980316162,"84 111435.182279 85 111909.404048 86 118213.523681 87 106161.956613 88 109276.856653 89 119338.051593 90 106809.635090 91 99571.954616 92 109832.514094 93 111278.219509 94 106606.757375 95 255483.368828 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,IRRF,SARIMAX,1.113471269607544,"84 80879.203125 85 87918.898438 86 80879.203125 87 80879.203125 88 87918.898438 89 80879.203125 90 80879.203125 91 80879.203125 92 80879.203125 93 87918.898438 94 87918.898438 95 118532.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do FPM,HWES,1.2743849754333496,"83 1.732638e+06 84 1.893768e+06 85 2.192162e+06 86 1.146944e+06 87 1.547400e+06 88 1.539107e+06 89 1.547400e+06 90 2.189307e+06 91 1.071781e+06 92 9.639691e+05 93 1.547400e+06 94 1.673005e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,MLP,1.0869019031524658,"84 632225.489262 85 615511.280112 86 456131.912793 87 891715.710331 88 723643.872141 89 661361.188798 90 680527.732747 91 697359.126276 92 697651.879090 93 747089.442567 94 669312.570432 95 756771.636119 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,AR,1.0545504093170166,"73 70101.195312 74 34876.636719 75 34104.312500 76 33862.578125 77 39960.355469 78 46639.507812 79 44435.683594 80 44416.398438 81 47055.269531 82 39217.015625 83 25989.068359 84 41136.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do ITR,SARIMAX,1.9955635070800781,"77 21357.710938 78 23826.968750 79 24570.804688 80 20049.523438 81 17733.976562 82 33513.656250 83 18810.458984 84 36536.734375 85 38817.757812 86 789125.375000 87 32878.097656 88 37865.308594 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Transferencias LC 61_1989,MLP,1.9658362865447998,"84 6032.920330 85 6012.344041 86 6018.532766 87 6044.487221 88 6021.041347 89 6031.054203 90 6030.204219 91 6013.853715 92 6020.362636 93 6062.972551 94 5989.014061 95 6011.587708 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,IPTU,SARIMAX,1.4248697757720947,"102 20498.789062 103 20380.744141 104 20380.744141 105 20348.164062 106 20498.298828 107 115118.023438 108 719168.250000 109 81505.273438 110 81505.273438 111 81652.484375 112 81652.484375 113 81652.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,ISS,SARIMAX,1.112382173538208,"108 135500.093750 109 126401.890625 110 126401.890625 111 135030.046875 112 135138.312500 113 135141.453125 114 135030.046875 115 126984.000000 116 135030.046875 117 135141.453125 118 135030.046875 119 135141.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,ITBI,SARIMAX,2.2199368476867676,"107 34060.425781 108 57349.804688 109 42570.464844 110 40144.707031 111 36339.421875 112 40107.996094 113 40107.996094 114 47227.945312 115 41965.378906 116 40107.996094 117 40341.515625 118 40341.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,IRRF,SARIMAX,2.973073959350586,"108 204885.406250 109 204894.234375 110 204885.406250 111 204885.406250 112 204894.234375 113 104714.054688 114 104714.054688 115 204885.406250 116 204894.234375 117 204894.234375 118 204885.406250 119 204894.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do FPM,HWES,1.2027242183685303,"108 1.204882e+06 109 1.893773e+06 110 9.963792e+05 111 1.128531e+06 112 1.205234e+06 113 1.224408e+06 114 1.205191e+06 115 9.963792e+05 116 1.003885e+06 117 9.963792e+05 118 1.205234e+06 119 1.893773e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,HWES,1.5840799808502197,"108 2309307.750 109 1961028.125 110 2061323.875 111 2345075.250 112 2356502.500 113 2345582.250 114 2345075.250 115 2346352.500 116 2346352.500 117 2356672.750 118 2345291.250 119 2356672.750 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,AR,2.098029851913452,"108 301621.062500 109 182559.859375 110 143591.328125 111 301918.937500 112 148743.609375 113 35000.277344 114 28123.222656 115 42812.726562 116 22625.763672 117 26762.119141 118 17724.646484 119 330968.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do ITR,XGBoost,1.729508399963379,"87 148.314163 88 2892.666260 89 2803.044189 90 3331.641113 91 267.164642 92 263.530029 93 287.075684 94 353.792664 95 133.945847 96 806.179626 97 2947.932861 98 3332.468018 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Transferencias LC 61_1989,HWES,1.0525901317596436,"108 15865.464844 109 18635.839844 110 19357.675781 111 19430.666016 112 20120.025391 113 21112.386719 114 21261.568359 115 19974.054688 116 22527.921875 117 20159.777344 118 22266.734375 119 20075.095703 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,AR,2.3137216567993164,"96 195662.453125 97 314115.406250 98 42082.937500 99 38967.042969 100 30732.703125 101 28061.425781 102 38967.042969 103 31043.556641 104 37192.332031 105 37041.562500 106 37007.625000 107 37480.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,XGBoost,2.5429935455322266,"96 47307.941406 97 47301.296875 98 47323.652344 99 23522.169922 100 47301.296875 101 47301.296875 102 47301.343750 103 47301.343750 104 47307.941406 105 47234.847656 106 47301.343750 107 47307.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,AR,2.974395275115967,"94 15843.181641 95 14360.173828 96 13944.960938 97 35838.621094 98 10922.384766 99 14591.799805 100 14354.108398 101 15283.946289 102 10301.726562 103 14913.560547 104 15253.291992 105 15276.217773 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,IRRF,MLP,2.5632081031799316,"96 86531.014642 97 87441.982426 98 93372.492480 99 97989.051403 100 102321.055594 101 108697.219964 102 113621.146784 103 116777.872938 104 124635.082082 105 131592.045727 106 127320.402877 107 139204.607935 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do FPM,MLP,2.2505602836608887,"96 1.160225e+06 97 1.360207e+06 98 1.085501e+06 99 1.170240e+06 100 1.230483e+06 101 1.197561e+06 102 1.380091e+06 103 1.187486e+06 104 1.152070e+06 105 1.135640e+06 106 1.256422e+06 107 1.567392e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,SES,1.5228612422943115,"96 422192.37500 97 474428.43750 98 479428.37500 99 470009.03125 100 482434.31250 101 474433.43750 102 470009.03125 103 474434.43750 104 470010.03125 105 470010.03125 106 439773.65625 107 478700.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,MLP,2.432293176651001,"96 133265.493071 97 59783.046322 98 66436.927133 99 94837.850389 100 111846.680281 101 28136.478726 102 34513.772714 103 38149.753337 104 16843.425438 105 17675.100585 106 19474.526553 107 237405.736203 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ITR,XGBoost,2.388089656829834,"75 90.604431 76 91.938583 77 2592.414795 78 4806.911621 79 2909.304688 80 2910.575195 81 2990.887939 82 2980.760986 83 6199.919922 84 6199.795898 85 2980.760986 86 22.339628 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,SARIMAX,1.9079914093017578,"105 29617.609375 106 30080.103516 107 100903.578125 108 103155.867188 109 103155.867188 110 103154.226562 111 24670.197266 112 56806.562500 113 56246.757812 114 100903.578125 115 99847.906250 116 56246.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,ISS,MLP,2.3832714557647705,"108 43080.030766 109 45333.346736 110 43322.263682 111 44304.887040 112 50948.611267 113 42102.672042 114 48763.903360 115 56425.689402 116 57682.263919 117 60088.039108 118 58281.439773 119 65518.519356 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,MLP,2.4365668296813965,"108 75462.100608 109 80763.780211 110 89870.570255 111 101923.893317 112 126115.391501 113 121654.228653 114 139078.535793 115 209830.652029 116 166007.598713 117 179731.611936 118 172679.385059 119 169291.241078 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,IRRF,XGBoost,1.3004014492034912,"108 197148.234375 109 197148.234375 110 197148.234375 111 197148.234375 112 197148.234375 113 197148.234375 114 197148.234375 115 197148.234375 116 197148.234375 117 197148.234375 118 197148.234375 119 197148.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do FPM,HWES,1.4447517395019531,"108 1.214069e+06 109 1.893771e+06 110 1.054038e+06 111 1.141398e+06 112 1.214510e+06 113 1.245798e+06 114 1.214510e+06 115 1.054038e+06 116 1.050356e+06 117 9.292057e+05 118 1.214510e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,HWES,1.190291166305542,"108 643045.1250 109 553320.7500 110 655838.8125 111 638416.1250 112 672700.5625 113 628854.4375 114 649428.8750 115 658381.0000 116 658381.0000 117 672693.5000 118 628255.0625 119 649946.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,AR,2.2097713947296143,"108 90914.500000 109 64217.609375 110 55944.312500 111 90918.984375 112 90918.984375 113 29577.453125 114 29577.453125 115 26991.285156 116 13531.514648 117 7360.156250 118 7299.462891 119 90918.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Transferencias LC 61_1989,HWES,2.052117347717285,"108 6278.208008 109 5571.619141 110 5502.520996 111 6370.134277 112 5157.519043 113 5883.521484 114 5822.575684 115 5731.871582 116 6178.092285 117 5327.822754 118 5258.700684 119 5906.347656 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,IPTU,SARIMAX,2.0915586948394775,"108 1.123586e+06 109 7.116400e+06 110 8.796773e+05 111 1.001263e+06 112 7.377944e+05 113 8.917268e+05 114 1.430424e+06 115 7.709728e+05 116 7.526929e+05 117 7.696699e+05 118 9.988561e+05 119 7.696699e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,ISS,SARIMAX,1.3489937782287598,"108 1350758.875 109 1578397.375 110 1350758.875 111 1578397.375 112 1500519.125 113 1701798.875 114 1350758.875 115 1701798.875 116 1350758.875 117 1701798.875 118 1701798.875 119 1701798.875 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,ITBI,MLP,1.1492245197296143,"108 282910.529712 109 276374.080165 110 301478.277812 111 280453.837901 112 711927.105239 113 311701.972828 114 267889.795509 115 315688.765868 116 308275.566307 117 296178.168425 118 364411.531706 119 301829.740329 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,IRRF,MLP,1.1756126880645752,"107 613776.049118 108 728229.667127 109 655926.705481 110 635258.254571 111 688832.105552 112 663754.870526 113 634673.617758 114 670952.325523 115 658732.316479 116 648310.555038 117 679156.769266 118 833978.425819 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do FPM,HWES,1.6869337558746338,"108 3349575.50 109 6309550.00 110 3278758.00 111 3349576.00 112 4066050.25 113 3278758.00 114 6311467.00 115 3278758.00 116 3876181.00 117 3278758.00 118 4066050.25 119 6311467.00 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,SES,1.3962411880493164,"108 3619444.25 109 2863454.75 110 3618330.50 111 3734234.00 112 3733454.75 113 3605422.50 114 3730367.00 115 3733454.75 116 3733319.00 117 3703441.50 118 4435614.00 119 3715804.25 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,AR,2.9114692211151123,"108 1.823995e+06 109 1.035576e+06 110 1.035576e+06 111 1.583407e+06 112 1.655744e+06 113 7.156193e+05 114 5.235115e+05 115 3.023969e+05 116 2.966360e+05 117 1.811843e+05 118 1.048324e+05 119 1.773365e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Transferencias LC 61_1989,SES,1.14998459815979,"108 34237.128906 109 36823.898438 110 38363.867188 111 39127.703125 112 38790.933594 113 40495.828125 114 37683.277344 115 35743.718750 116 35824.367188 117 33283.289062 118 38325.437500 119 35740.402344 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,SES,2.082383632659912,"97 10239.215820 98 19444.308594 99 20862.126953 100 11253.073242 101 11253.073242 102 6734.729004 103 5586.683594 104 5430.700195 105 2869.728271 106 9455.250000 107 5847.250977 108 9455.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,ISS,XGBoost,2.2755773067474365,"108 12508.191406 109 14206.793945 110 16226.591797 111 12493.317383 112 13055.898438 113 15466.865234 114 15466.248047 115 11750.932617 116 11852.205078 117 10647.416016 118 12254.941406 119 11651.831055 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,HWES,1.7149863243103027,"98 4828.714844 99 4827.077637 100 3399.433105 101 3030.473389 102 1446.663208 103 6618.012207 104 6992.588379 105 7003.186035 106 6559.008789 107 8270.554688 108 6619.875488 109 7442.704590 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,IRRF,MLP,2.958350419998169,"108 82011.638593 109 69415.634607 110 65788.213438 111 67501.578861 112 65919.015627 113 64494.596330 114 63701.785355 115 64700.685537 116 67909.334808 117 73613.844707 118 72147.769576 119 94871.716908 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do FPM,HWES,1.3656439781188965,"108 1.199212e+06 109 1.893773e+06 110 1.052357e+06 111 1.147279e+06 112 1.199216e+06 113 1.225136e+06 114 1.199216e+06 115 1.052357e+06 116 1.052106e+06 117 9.228078e+05 118 1.199216e+06 119 1.893773e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,HWES,1.0629401206970215,"108 424508.81250 109 420912.03125 110 431921.56250 111 435870.43750 112 435871.21875 113 548866.31250 114 435870.43750 115 435870.43750 116 435870.43750 117 435866.59375 118 424425.28125 119 435870.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,MLP,1.934391975402832,"108 105384.220888 109 55553.648507 110 62159.473568 111 106975.194693 112 102221.778797 113 290177.307661 114 64980.809392 115 67333.169466 116 70406.879859 117 75464.655027 118 78304.011481 119 236076.008448 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ITR,XGBoost,1.4692151546478271,"80 64.668053 81 63.271633 82 21.808977 83 52.463844 84 53.870090 85 1389.736328 86 1318.921997 87 1334.994385 88 22.100542 89 52.737106 90 1353.574951 91 1325.078369 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Transferencias LC 61_1989,SES,1.487149953842163,"84 4236.637207 85 3059.540039 86 3433.641602 87 3558.460938 88 3810.125000 89 3895.308350 90 3458.287842 91 3095.319824 92 3090.501709 93 3191.695801 94 2766.291260 95 3042.963867 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,IPTU,HWES,2.692405939102173,"83 2.268517e+05 84 4.412984e+05 85 1.514365e+05 86 2.039975e+05 87 1.861767e+05 88 1.718962e+05 89 1.762162e+06 90 1.796105e+06 91 2.663591e+05 92 1.730618e+06 93 1.789697e+06 94 3.167165e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,ISS,SARIMAX,1.14738130569458,"84 762892.5625 85 761392.9375 86 785201.1250 87 762892.5625 88 814563.1875 89 785201.1250 90 785201.1250 91 814563.1875 92 814563.1875 93 814563.1875 94 814563.1875 95 814563.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,ITBI,SES,1.2902100086212158,"84 129945.414062 85 168516.109375 86 184804.250000 87 154161.375000 88 154292.656250 89 168727.500000 90 184163.109375 91 168516.109375 92 165316.968750 93 165095.843750 94 184172.453125 95 165246.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,IRRF,XGBoost,1.158841848373413,"84 686167.5000 85 686197.9375 86 686197.9375 87 686197.9375 88 686197.9375 89 686195.0625 90 686195.0625 91 686265.1875 92 686265.1875 93 686265.1875 94 686265.1875 95 686195.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do FPM,SARIMAX,1.1409382820129395,"84 2261572.75 85 4226848.00 86 2254654.00 87 2261572.75 88 4226491.00 89 4139898.25 90 4226848.00 91 4139898.25 92 4139898.25 93 2261572.75 94 4226112.50 95 4226848.00 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,SES,1.3145530223846436,"84 1672559.250 85 1934802.500 86 1890338.625 87 1849094.500 88 1894013.500 89 1887127.625 90 1849094.500 91 1896916.625 92 1849241.750 93 1859894.875 94 1828890.750 95 1900991.500 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,MLP,1.7901546955108643,"84 1.497695e+06 85 4.882854e+05 86 5.444360e+05 87 1.041259e+06 88 8.043435e+05 89 3.598309e+05 90 3.087545e+05 91 2.572563e+05 92 2.185551e+05 93 2.023244e+05 94 1.923250e+05 95 2.661362e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do ITR,AR,2.2309510707855225,"81 435.297333 82 387.712463 83 456.849701 84 711.557434 85 576.316956 86 504.428162 87 528.059998 88 638.777222 89 3928.903076 90 8406.244141 91 627.667236 92 566.166443 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Transferencias LC 61_1989,AR,1.0206210613250732,"84 13820.941406 85 18704.837891 86 17661.992188 87 13885.127930 88 12114.703125 89 14859.642578 90 14707.963867 91 14964.762695 92 16237.130859 93 16187.120117 94 14717.789062 95 16380.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,AR,1.2801105976104736,"106 178552.953125 107 178447.375000 108 116634.171875 109 830209.562500 110 117223.023438 111 314593.343750 112 314690.718750 113 314619.343750 114 314578.062500 115 211509.453125 116 215092.781250 117 154624.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,ISS,MLP,1.149533748626709,"108 338740.919853 109 331480.763940 110 363687.337237 111 341036.443575 112 371922.346620 113 355341.937202 114 375276.631925 115 352925.239188 116 378291.178926 117 352116.751816 118 372241.272615 119 367770.544408 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,MLP,2.2152934074401855,"108 274920.721884 109 179324.098973 110 240782.895261 111 248897.110550 112 214872.441308 113 232628.037954 114 224707.598565 115 264030.742090 116 201917.032777 117 301256.254574 118 217997.485743 119 256798.273147 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,IRRF,MLP,1.4659559726715088,"108 384084.416033 109 377112.734336 110 388461.289387 111 379630.542464 112 367802.137713 113 370049.545400 114 374142.442309 115 364322.038076 116 374370.559609 117 368478.974396 118 370484.445389 119 478982.946273 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do FPM,HWES,1.7059128284454346,"108 2678853.50 109 3788201.75 110 2272643.00 111 2207498.00 112 2680642.00 113 2841352.25 114 2680640.50 115 2272643.00 116 2274159.25 117 2276351.25 118 2680642.00 119 3788201.75 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,HWES,1.1152782440185547,"108 3179560.50 109 3289816.00 110 3020887.50 111 3199994.00 112 3200270.25 113 2993967.00 114 3199994.00 115 3199994.00 116 3199994.00 117 3199952.25 118 3123043.75 119 3199952.25 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,HWES,1.7467243671417236,"108 606934.437500 109 339057.500000 110 338366.437500 111 606903.437500 112 606903.437500 113 241862.281250 114 335716.906250 115 117496.531250 116 180180.171875 117 98913.062500 118 42709.656250 119 346324.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ITR,SARIMAX,1.8065061569213867,"60 2.134139e+05 61 7.478891e+04 62 5.087800e+04 63 3.273360e+04 64 7.478891e+04 65 4.561665e+04 66 4.561909e+04 67 5.087800e+04 68 2.134151e+05 69 2.134026e+06 70 3.168208e+05 71 3.168208e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Transferencias LC 61_1989,SES,1.0486481189727783,"108 28170.812500 109 21464.626953 110 24368.083984 111 26516.134766 112 26481.906250 113 26515.289062 114 27684.669922 115 27532.730469 116 26775.414062 117 19179.933594 118 24372.298828 119 27769.326172 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,2.364739179611206,"100 1051.041382 101 13909.447266 102 10641.963867 103 14205.480469 104 3476.204834 105 5035.362305 106 5031.812988 107 3473.119873 108 6211.188477 109 -414.580627 110 -3000.609131 111 -2876.426270 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,ISS,SARIMAX,1.1687772274017334,"108 47052.816406 109 47022.648438 110 25075.414062 111 25075.414062 112 47015.609375 113 25075.414062 114 25063.529297 115 28677.503906 116 50436.625000 117 47051.058594 118 25075.414062 119 47022.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,ITBI,XGBoost,1.6389880180358887,"93 900.775452 94 1519.009766 95 693.161804 96 1117.140137 97 1597.085815 98 1360.276489 99 1327.676636 100 1206.805054 101 1143.024292 102 856.989380 103 2231.975830 104 1523.682861 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,IRRF,XGBoost,1.5670156478881836,"107 100060.406250 108 103567.429688 109 101341.414062 110 103567.429688 111 103567.429688 112 103567.429688 113 103567.429688 114 103567.429688 115 103567.429688 116 103567.429688 117 103567.429688 118 103567.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do FPM,SARIMAX,1.2528738975524902,"108 1389114.500 109 1893768.500 110 1134707.875 111 1145317.375 112 1389114.500 113 1374952.000 114 1389114.500 115 1134707.875 116 1134707.875 117 1051308.500 118 1389114.500 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,SES,1.172065019607544,"108 175173.000000 109 232207.984375 110 192055.906250 111 174030.984375 112 206093.875000 113 185530.156250 114 177804.609375 115 177626.750000 116 210100.593750 117 214271.328125 118 144242.468750 119 62709.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,SARIMAX,1.743800401687622,"102 78936.070312 103 23296.031250 104 27528.076172 105 26600.484375 106 25032.617188 107 12165.678711 108 12162.796875 109 37404.675781 110 11196.827148 111 8080.217285 112 45049.488281 113 122158.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do ITR,SES,1.3834707736968994,"83 79.898163 84 10.706691 85 79.898163 86 7.385942 87 10.706691 88 115.886345 89 64.564224 90 10.563997 91 23.437777 92 10.830019 93 50.766899 94 58.887360 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,IPTU,SARIMAX,2.083470344543457,"90 944.118591 91 2340.670410 92 73750.609375 93 69617.484375 94 69380.578125 95 69875.515625 96 69380.578125 97 69380.578125 98 69415.195312 99 69765.078125 100 69131.273438 101 69375.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,ISS,Prophet,1.1955506801605225,"108 45987.300781 109 46485.121094 110 46714.703125 111 47855.371094 112 46602.039062 113 45616.734375 114 47748.234375 115 47748.234375 116 48626.777344 117 48208.371094 118 48112.617188 119 48650.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,ITBI,SES,2.1307930946350098,"100 14992.517578 101 7762.562012 102 983.259094 103 11898.924805 104 22920.507812 105 8190.784180 106 3600.107666 107 7910.111816 108 3599.484131 109 12603.223633 110 8190.784180 111 1709.877075 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,IRRF,SARIMAX,1.7659428119659424,"108 34555.214844 109 34594.761719 110 34280.617188 111 34594.761719 112 34488.539062 113 34593.390625 114 34593.390625 115 34492.210938 116 46755.417969 117 62995.492188 118 62995.492188 119 62995.488281 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do FPM,HWES,1.939601182937622,"108 1255960.125 109 1893768.625 110 1086386.875 111 1197784.500 112 1255960.125 113 1272331.500 114 1255961.000 115 1086386.875 116 1086380.000 117 962927.000 118 1255960.125 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,HWES,1.17030930519104,"108 631841.87500 109 514792.90625 110 497645.28125 111 631858.87500 112 633891.87500 113 631841.87500 114 631858.87500 115 633736.75000 116 633736.75000 117 633891.87500 118 631841.87500 119 633891.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,AR,1.8451781272888184,"108 195004.421875 109 35399.167969 110 41940.000000 111 122011.632812 112 42543.390625 113 16538.330078 114 38667.019531 115 15524.789062 116 16538.330078 117 13191.385742 118 13013.733398 119 195005.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ITR,SARIMAX,1.633516550064087,"99 553.295166 100 563.267212 101 1205.347778 102 1205.347778 103 1187.957153 104 1205.347778 105 1205.347778 106 1164.464722 107 3075.608643 108 3075.608643 109 1102.928589 110 1102.928589 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Transferencias LC 61_1989,SES,1.5425662994384766,"96 4709.863281 97 4371.397461 98 4987.190430 99 5052.397461 100 5662.391113 101 7186.825195 102 6048.548828 103 5436.382812 104 5057.875000 105 5194.532227 106 5405.871094 107 5870.696289 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,IPTU,XGBoost,2.351078987121582,"96 1737.569946 97 1523.176880 98 1623.957275 99 1620.616821 100 5211.256348 101 1571.146118 102 2486.765869 103 55186.886719 104 2596.083008 105 1179.569458 106 1179.569458 107 1572.015381 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,ISS,MLP,2.569019317626953,"108 10384.816681 109 10521.150482 110 10529.774547 111 11208.908908 112 11347.746043 113 9932.940459 114 10868.942116 115 11200.806147 116 10589.453344 117 10467.315449 118 11184.918516 119 10532.584558 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,ITBI,XGBoost,2.5471930503845215,"96 182658.312500 97 183549.593750 98 183171.093750 99 182031.187500 100 183395.093750 101 183808.234375 102 183119.750000 103 183119.750000 104 182300.421875 105 182985.593750 106 182910.843750 107 183119.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,IRRF,MLP,2.8145837783813477,"108 32849.075125 109 34066.215013 110 37640.081208 111 36979.926125 112 35030.382750 113 35457.139410 114 42635.326524 115 36598.819620 116 36989.421933 117 37579.287325 118 39266.173356 119 64229.146989 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do FPM,HWES,1.2624485492706299,"108 1190976.000 109 1893763.750 110 1074495.000 111 1122872.250 112 1190971.125 113 1178421.625 114 1190971.125 115 1074495.000 116 1074673.125 117 1031545.125 118 1190971.125 119 1893763.750 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,SARIMAX,1.1815237998962402,"108 588615.5000 109 582269.6875 110 585785.4375 111 588347.0000 112 589529.3125 113 588615.5000 114 589529.3125 115 589331.1250 116 589529.3125 117 582152.0625 118 588346.6875 119 582152.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,MLP,1.9284794330596924,"101 33841.292847 102 16292.701262 103 32017.434666 104 31676.217217 105 21410.607713 106 16195.382669 107 14745.000163 108 12869.115004 109 13641.221888 110 12724.943375 111 12484.941836 112 23975.385105 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Transferencias LC 61_1989,XGBoost,1.6126532554626465,"70 3781.593506 71 3717.605225 72 3875.898926 73 4357.605469 74 3994.737549 75 4048.052002 76 4021.181885 77 3996.838867 78 4320.484863 79 4094.196533 80 3996.046875 81 4021.304199 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,2.902316093444824,"86 290.968353 87 344.560822 88 5006.179688 89 4982.975586 90 4961.870117 91 5171.729492 92 5168.885742 93 5280.196289 94 3961.650635 95 2104.726074 96 3535.430664 97 1114.890747 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,ISS,MLP,2.5729260444641113,"96 25891.154566 97 22603.547028 98 36543.155724 99 29651.479907 100 32329.872943 101 24247.982984 102 35596.084577 103 23522.028714 104 26071.501405 105 30251.579838 106 24848.548943 107 29196.906122 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,ITBI,SARIMAX,2.000865936279297,"82 8813.219727 83 13766.596680 84 1397.389282 85 13169.009766 86 13580.869141 87 11095.884766 88 4071.823242 89 3022.817139 90 13905.858398 91 11365.929688 92 13950.531250 93 9853.983398 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,IRRF,MLP,2.3858208656311035,"96 80110.507245 97 83177.106088 98 78071.395028 99 81374.688173 100 82670.904262 101 87074.094670 102 87814.032513 103 90598.281302 104 92802.965692 105 96556.471414 106 88517.528576 107 94318.382031 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do FPM,SARIMAX,1.1508808135986328,"96 1135791.875 97 1738848.625 98 1061863.875 99 1135791.875 100 1691473.875 101 1135791.875 102 1738848.625 103 1135791.875 104 1136121.875 105 1133953.000 106 1738848.625 107 1738848.625 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,SES,1.776423454284668,"96 392560.40625 97 408075.68750 98 417157.93750 99 392041.65625 100 417164.25000 101 392041.65625 102 392041.65625 103 408075.68750 104 395032.03125 105 400425.15625 106 396473.90625 107 395032.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,HWES,1.8242652416229248,"96 116007.804688 97 115934.914062 98 123529.734375 99 114796.781250 100 122308.710938 101 15304.740234 102 15304.740234 103 6686.640625 104 6686.640625 105 6238.488770 106 6259.616699 107 107795.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ITR,XGBoost,1.5819048881530762,"73 289.090179 74 371.990875 75 161.594696 76 150.041458 77 151.219788 78 74.037445 79 58.264633 80 57.254391 81 559.196045 82 3005.785889 83 278.310333 84 85.504280 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,IPTU,SARIMAX,1.8249619007110596,"108 759397.250000 109 249680.390625 110 249680.390625 111 246983.781250 112 250188.078125 113 252354.953125 114 249841.796875 115 249841.796875 116 246023.312500 117 245978.343750 118 245978.343750 119 736696.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,ISS,Prophet,1.6956839561462402,"108 218540.00000 109 218539.71875 110 300253.59375 111 300252.12500 112 300252.12500 113 300252.12500 114 300252.12500 115 300110.78125 116 300252.12500 117 300110.78125 118 300252.12500 119 300110.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,ITBI,SARIMAX,2.2651448249816895,"108 52032.156250 109 72328.375000 110 51797.390625 111 69789.523438 112 69745.812500 113 50546.167969 114 50311.566406 115 51797.390625 116 69966.554688 117 51797.390625 118 51797.390625 119 52032.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,IRRF,XGBoost,1.573357105255127,"108 411914.46875 109 408661.28125 110 408661.28125 111 408661.28125 112 411914.46875 113 407151.78125 114 411914.46875 115 407269.46875 116 407247.18750 117 407247.18750 118 408661.28125 119 411914.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do FPM,HWES,2.0399177074432373,"108 2597920.75 109 3092839.75 110 2135936.25 111 2286230.00 112 2926307.25 113 2546054.75 114 2925956.75 115 2140434.25 116 2140439.00 117 1932576.00 118 2926307.25 119 3787537.25 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,AR,1.1215636730194092,"108 1285565.375 109 1222704.125 110 1219215.000 111 1218507.750 112 1285378.875 113 1242910.875 114 1256543.000 115 1321810.625 116 1321799.000 117 1309035.000 118 1281764.500 119 1309035.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,AR,1.7568745613098145,"108 686773.812500 109 211468.734375 110 326822.468750 111 586531.875000 112 518863.781250 113 171932.140625 114 141637.953125 115 98350.117188 116 43976.917969 117 27517.035156 118 23671.152344 119 620728.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ITR,XGBoost,1.8043441772460938,"98 105.224976 99 761.791565 100 591.647644 101 284.802460 102 390.467102 103 3664.204346 104 679.909119 105 365.897736 106 3666.187988 107 4340.650879 108 565.227966 109 379.893158 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Transferencias LC 61_1989,SES,1.6928679943084717,"108 10306.336914 109 9872.979492 110 10861.947266 111 11465.438477 112 10818.737305 113 11198.346680 114 12101.648438 115 10732.130859 116 10058.466797 117 10247.120117 118 10799.912109 119 12970.954102 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,IPTU,AR,2.3921422958374023,"103 108993.335938 104 529990.250000 105 76563.156250 106 108237.046875 107 108237.046875 108 108237.046875 109 76563.156250 110 123239.000000 111 105239.164062 112 142124.468750 113 176545.218750 114 57849.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,ISS,SES,1.3823504447937012,"104 303116.71875 105 293320.09375 106 293320.43750 107 303116.71875 108 275621.03125 109 275621.03125 110 303116.71875 111 275621.03125 112 275621.03125 113 275632.34375 114 275621.03125 115 275621.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,ITBI,MLP,2.5861902236938477,"104 61942.690314 105 65272.766474 106 66810.673429 107 66040.859260 108 64347.581707 109 64045.503808 110 65448.785956 111 64461.614859 112 62217.900058 113 63094.104264 114 63756.119697 115 66511.024341 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,IRRF,Prophet,1.2468817234039307,"104 214104.109375 105 214095.703125 106 214070.328125 107 214070.328125 108 214070.328125 109 214070.328125 110 205682.031250 111 229226.437500 112 349433.562500 113 214070.328125 114 214070.328125 115 349375.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do FPM,AR,2.0089802742004395,"104 1627767.125 105 2525024.750 106 1480171.750 107 1626200.625 108 2000369.250 109 1626200.625 110 2000369.250 111 1480171.750 112 1492216.750 113 1460423.375 114 2000369.250 115 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,SARIMAX,1.4816617965698242,"104 1652114.500 105 1594163.000 106 1600647.125 107 1652113.125 108 1651308.125 109 1652114.500 110 1652113.125 111 1652113.000 112 1652113.125 113 1651308.125 114 1652114.500 115 1651308.125 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,SARIMAX,1.6543054580688477,"104 248812.656250 105 98146.546875 106 176803.468750 107 248812.656250 108 399740.062500 109 125221.187500 110 41903.304688 111 25474.261719 112 20626.257812 113 107078.023438 114 61995.484375 115 401784.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do ITR,MLP,2.301171064376831,"103 4196.883044 104 4532.303053 105 4962.334182 106 5536.999661 107 5982.342996 108 7185.585790 109 7134.889979 110 8080.046727 111 11777.694607 112 45158.763824 113 8174.996629 114 9101.219442 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,SARIMAX,2.6627397537231445,"108 1.018891e+05 109 1.030771e+05 110 2.927142e+05 111 2.374244e+05 112 2.381386e+06 113 3.498370e+05 114 3.258775e+05 115 3.107213e+05 116 1.344805e+05 117 1.530541e+05 118 1.400192e+05 119 2.705680e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,ISS,SARIMAX,1.1680138111114502,"108 576493.3750 109 670084.3125 110 670691.1875 111 670084.3125 112 670084.3125 113 670084.3125 114 669828.4375 115 670556.1875 116 670556.1875 117 669828.4375 118 670556.1875 119 670556.1875 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,MLP,1.296985149383545,"108 139462.409923 109 168115.530774 110 151013.155605 111 132565.018935 112 166713.881028 113 148830.868231 114 152106.726671 115 174343.081747 116 153280.226913 117 166267.910436 118 147322.828124 119 138518.498783 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,IRRF,MLP,1.3273470401763916,"108 333897.818735 109 327464.076361 110 329146.699773 111 329134.648977 112 323288.914156 113 319739.131007 114 337872.110039 115 324529.212038 116 328125.184447 117 338540.731637 118 331410.318858 119 426658.524196 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do FPM,MLP,1.3252077102661133,"108 3.017725e+06 109 2.830041e+06 110 2.525530e+06 111 2.694550e+06 112 2.844841e+06 113 2.784691e+06 114 5.289250e+06 115 2.834796e+06 116 2.880941e+06 117 2.812975e+06 118 3.188380e+06 119 4.100606e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,MLP,1.1887502670288086,"108 1.721134e+06 109 1.608768e+06 110 1.661391e+06 111 1.822750e+06 112 1.940265e+06 113 1.714387e+06 114 3.023784e+06 115 2.057011e+06 116 2.051238e+06 117 2.232665e+06 118 1.959707e+06 119 2.284835e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,XGBoost,2.4740757942199707,"108 734867.125000 109 311685.312500 110 387635.031250 111 734867.125000 112 570485.250000 113 79243.171875 114 803766.625000 115 95463.320312 116 69621.648438 117 61784.425781 118 59249.812500 119 735723.250000 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ITR,HWES,2.165400266647339,"103 1104.188110 104 1342.666626 105 1005.889526 106 1970.481201 107 1297.998413 108 1993.817017 109 40031.589844 110 13254.760742 111 13232.448242 112 37006.964844 113 13233.531250 114 39017.695312 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Transferencias LC 61_1989,MLP,1.1617238521575928,"96 15831.530915 97 14585.542840 98 14998.951912 99 15356.410527 100 15195.248027 101 15477.650399 102 19265.657358 103 15518.250724 104 15673.240111 105 17384.124221 106 14826.865576 107 16042.704982 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,IPTU,XGBoost,1.8417813777923584,"92 42412.246094 93 17904.056641 94 39864.734375 95 41302.507812 96 75685.500000 97 32820.156250 98 102575.257812 99 102575.257812 100 105496.140625 101 104993.710938 102 104993.710938 103 76433.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,ISS,SES,1.1652212142944336,"92 44081.554688 93 43973.714844 94 51849.351562 95 44004.554688 96 52953.804688 97 51653.699219 98 50970.035156 99 53193.832031 100 50186.257812 101 53048.687500 102 53063.605469 103 53192.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,ITBI,XGBoost,1.8544418811798096,"92 26226.652344 93 21202.990234 94 43775.433594 95 44191.046875 96 42325.132812 97 46258.527344 98 14744.790039 99 14744.790039 100 17049.294922 101 18162.480469 102 17272.023438 103 17583.550781 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,IRRF,XGBoost,1.7015070915222168,"92 122662.789062 93 103734.812500 94 122698.039062 95 122698.039062 96 122698.039062 97 122698.039062 98 122698.039062 99 122698.039062 100 122715.539062 101 122698.039062 102 122715.539062 103 122715.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do FPM,MLP,1.7306272983551025,"92 1.171501e+06 93 1.372439e+06 94 1.097488e+06 95 1.183041e+06 96 1.243998e+06 97 1.211559e+06 98 1.395095e+06 99 1.202532e+06 100 1.167701e+06 101 1.151966e+06 102 1.273794e+06 103 1.586146e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,MLP,1.3244502544403076,"92 424515.588717 93 459834.911388 94 472049.836485 95 453809.207750 96 492499.094880 97 450671.200169 98 452518.517798 99 458990.333200 100 448763.025396 101 445227.752499 102 441348.810898 103 473758.660740 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,MLP,1.9113123416900635,"92 223726.739275 93 98290.817744 94 120539.036095 95 203082.240159 96 126473.028028 97 77780.997424 98 67913.272386 99 64719.254971 100 65315.336093 101 58192.328473 102 60083.311403 103 495747.070105 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do ITR,XGBoost,1.4905779361724854,"72 9.007913 73 59.723213 74 174.946182 75 59.512707 76 10.150155 77 59.512707 78 8.011584 79 68.092949 80 210.606247 81 15.414984 82 55.459633 83 56.635075 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,IPTU,HWES,2.583343505859375,"96 55518.300781 97 49111.492188 98 828658.125000 99 318029.312500 100 121080.570312 101 74977.859375 102 121019.820312 103 91246.085938 104 58494.535156 105 59486.675781 106 61935.156250 107 59486.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,ISS,MLP,1.424694538116455,"96 171532.224146 97 120578.976839 98 126058.350182 99 124773.591243 100 128423.965158 101 130632.000906 102 128929.214261 103 129078.086668 104 132137.761589 105 129942.333405 106 139308.318048 107 131762.336735 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,ITBI,SARIMAX,1.9661662578582764,"88 30412.269531 89 31122.742188 90 33193.437500 91 27907.763672 92 31509.888672 93 27700.662109 94 30267.214844 95 23377.375000 96 24423.746094 97 32179.832031 98 33738.406250 99 29527.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,IRRF,Prophet,1.158604383468628,"96 195830.890625 97 196417.968750 98 97034.812500 99 199931.796875 100 196417.968750 101 196428.625000 102 195974.953125 103 196417.968750 104 196417.968750 105 196417.968750 106 196428.625000 107 199931.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do FPM,SARIMAX,1.0968163013458252,"96 1163972.500 97 1811506.375 98 1092038.000 99 1163972.500 100 1782933.250 101 1163972.500 102 1811506.375 103 1163972.500 104 1158713.375 105 1083276.125 106 1811303.000 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,SES,1.2510406970977783,"96 9.483666e+05 97 1.033686e+06 98 1.063937e+06 99 1.033791e+06 100 1.064509e+06 101 1.033686e+06 102 1.033791e+06 103 1.034077e+06 104 1.034075e+06 105 1.034075e+06 106 9.835902e+05 107 1.064261e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,XGBoost,1.8093688488006592,"95 488199.437500 96 436514.218750 97 443242.250000 98 487416.562500 99 443242.250000 100 69285.367188 101 59718.375000 102 80853.414062 103 35205.937500 104 26962.792969 105 27061.289062 106 488199.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do ITR,MLP,2.278696060180664,"96 753.062438 97 941.101934 98 706.278050 99 912.231679 100 581.466978 101 1108.214157 102 624.884464 103 2706.030519 104 19902.330506 105 28763.532930 106 1617.082530 107 1122.384178 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Transferencias LC 61_1989,AR,1.510934829711914,"96 9429.927734 97 9332.094727 98 9564.523438 99 9303.265625 100 9601.594727 101 9755.125977 102 9346.432617 103 9580.944336 104 9395.115234 105 9410.531250 106 9754.893555 107 9314.173828 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,HWES,3.5095155239105225,"103 30050.689453 104 52002.507812 105 257840.812500 106 257840.812500 107 87852.843750 108 63667.234375 109 67372.796875 110 87853.703125 111 54435.851562 112 55262.523438 113 54435.851562 114 47252.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,XGBoost,1.2772867679595947,"104 183166.312500 105 183200.390625 106 184749.015625 107 184276.953125 108 184749.015625 109 184736.453125 110 184339.078125 111 185235.093750 112 184421.671875 113 183736.875000 114 185235.093750 115 185235.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,MLP,1.1704728603363037,"104 143583.628300 105 131594.037629 106 152935.567559 107 137890.197610 108 179956.508908 109 165410.488158 110 154781.942194 111 191342.836993 112 268439.127578 113 162628.910979 114 155822.057964 115 220480.638760 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,IRRF,XGBoost,1.9871160984039307,"104 238201.984375 105 610359.250000 106 264508.125000 107 264508.125000 108 264508.125000 109 264508.125000 110 264508.125000 111 264508.125000 112 264508.125000 113 189258.671875 114 264508.125000 115 610359.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do FPM,HWES,1.4771180152893066,"104 1853695.875 105 2518750.000 106 1610287.250 107 1617347.625 108 2202183.500 109 2202183.500 110 2202185.000 111 1753579.875 112 1781178.125 113 1772699.250 114 2202185.000 115 2200952.250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,XGBoost,1.117551565170288,"104 2148854.250 105 1989172.125 106 2015253.125 107 2147500.500 108 2277263.750 109 2156294.250 110 2208313.750 111 2277263.750 112 2277263.750 113 2280071.750 114 2221312.000 115 2280071.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,MLP,2.334874391555786,"100 96844.625543 101 156791.248282 102 164275.847943 103 110829.328271 104 171060.733147 105 141846.019655 106 113862.826218 107 106219.201904 108 98972.818737 109 97618.794386 110 95887.053116 111 138344.449725 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ITR,SARIMAX,3.155229330062866,"103 1.003969e+05 104 7.667946e+03 105 8.507224e+03 106 7.187920e+04 107 7.298776e+04 108 6.273713e+03 109 1.176405e+04 110 5.104188e+04 111 7.810057e+04 112 1.267229e+06 113 1.359572e+05 114 1.275976e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,IPTU,HWES,2.4970850944519043,"108 15798.827148 109 8640.923828 110 166990.875000 111 15877.523438 112 15877.523438 113 15768.320312 114 14320.867188 115 14476.386719 116 164055.671875 117 18029.187500 118 18029.187500 119 18029.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,ISS,XGBoost,0.9690477848052979,"108 76105.476562 109 76360.156250 110 50209.304688 111 73270.687500 112 50209.304688 113 50485.398438 114 75836.164062 115 508624.937500 116 75683.960938 117 76360.156250 118 49889.296875 119 75058.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,ITBI,SES,1.1262295246124268,"103 4378.508789 104 9715.344727 105 14924.147461 106 10665.013672 107 10292.984375 108 9561.973633 109 10751.146484 110 5458.959473 111 10693.968750 112 12926.696289 113 2857.542725 114 13908.637695 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,IRRF,SARIMAX,1.2115089893341064,"108 179279.812500 109 178944.703125 110 178944.703125 111 178941.093750 112 178962.359375 113 178962.359375 114 178941.078125 115 178962.359375 116 178962.359375 117 178962.359375 118 178944.406250 119 178929.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do FPM,HWES,1.1837763786315918,"108 1218248.625 109 1893768.625 110 1092172.000 111 1098038.000 112 1218630.250 113 1103785.750 114 1218630.250 115 1092172.000 116 1092172.500 117 947404.250 118 1218630.250 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,AR,1.0195670127868652,"108 807597.8750 109 857055.0000 110 779104.5000 111 752776.0625 112 720496.7500 113 736035.4375 114 747704.1875 115 747759.1250 116 746674.0000 117 698352.0000 118 736029.4375 119 696851.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,AR,2.031311273574829,"108 73833.960938 109 44594.269531 110 42029.945312 111 73489.539062 112 73715.906250 113 44806.691406 114 40944.367188 115 12250.394531 116 7098.056152 117 12250.394531 118 6777.253906 119 71821.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ITR,SARIMAX,2.0407299995422363,"72 -457.765656 73 -606.348511 74 -803.728088 75 -706.091614 76 -699.683472 77 112.691978 78 -468.664398 79 -468.708954 80 3340.537354 81 98721.437500 82 7706.908203 83 3338.660156 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Transferencias LC 61_1989,MLP,2.3678970336914062,"108 12861.685104 109 12347.262286 110 12567.062255 111 12761.613701 112 12727.120361 113 12888.712097 114 12958.799604 115 12824.038633 116 12924.758338 117 13573.943610 118 12878.905024 119 13185.609809 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,IPTU,HWES,2.3816146850585938,"106 4.254765e+04 107 4.886055e+04 108 2.518514e+05 109 1.699955e+06 110 1.527370e+06 111 6.577569e+05 112 6.659658e+05 113 6.563495e+05 114 6.649378e+05 115 6.662072e+05 116 6.375708e+05 117 6.529991e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,ISS,SARIMAX,1.3398525714874268,"108 519505.62500 109 519505.62500 110 531160.62500 111 531162.31250 112 505705.46875 113 519505.62500 114 519505.62500 115 531160.62500 116 531160.62500 117 531160.62500 118 531160.62500 119 531162.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,ITBI,SES,1.322267770767212,"108 155743.765625 109 156232.453125 110 86299.703125 111 67421.007812 112 118695.312500 113 118695.312500 114 160318.781250 115 62844.566406 116 148099.625000 117 130603.781250 118 68660.015625 119 68298.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,IRRF,SARIMAX,1.1135027408599854,"108 99529.304688 109 115279.859375 110 115227.828125 111 115318.187500 112 99529.304688 113 115227.828125 114 118057.062500 115 118057.062500 116 115227.828125 117 115279.859375 118 115227.828125 119 244250.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do FPM,HWES,1.6138901710510254,"108 2036773.375 109 3156282.250 110 1759408.250 111 1893454.000 112 2036774.750 113 2037021.125 114 2036774.750 115 1759408.250 116 1759408.250 117 1617713.750 118 2036774.750 119 3156282.250 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,HWES,1.1033239364624023,"108 1355631.500 109 1099807.125 110 1238916.125 111 1381556.000 112 1407146.000 113 1394017.500 114 1381556.000 115 1381556.000 116 1381556.000 117 1395624.125 118 1394587.375 119 1395624.125 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,SARIMAX,1.656189203262329,"108 1.040165e+06 109 2.045927e+05 110 2.837194e+05 111 4.905223e+05 112 2.551447e+05 113 1.554753e+05 114 1.533349e+05 115 4.810673e+04 116 4.296638e+04 117 4.756519e+04 118 2.623638e+04 119 1.040165e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do ITR,SARIMAX,1.7380256652832031,"106 628.760437 107 623.920349 108 620.752441 109 628.780334 110 609.254517 111 619.475525 112 622.585327 113 630.330872 114 2650.046143 115 2802.742432 116 650.942993 117 650.942993 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Transferencias LC 61_1989,HWES,1.364353895187378,"108 11367.004883 109 10337.389648 110 11230.669922 111 10178.112305 112 9363.023438 113 9621.183594 114 11451.743164 115 10737.960938 116 10034.956055 117 9936.315430 118 10064.657227 119 12916.607422 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,IPTU,HWES,2.532496929168701,"106 7.591170e+04 107 8.468405e+04 108 8.596510e+04 109 1.125789e+05 110 2.714506e+05 111 2.719289e+05 112 1.719270e+06 113 3.430726e+05 114 2.982827e+05 115 2.906317e+05 116 2.583368e+05 117 1.842440e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,ISS,SES,2.402622938156128,"108 136948.484375 109 71188.234375 110 130924.703125 111 130296.226562 112 136948.484375 113 71188.234375 114 130792.507812 115 131354.750000 116 124542.515625 117 123076.578125 118 65044.726562 119 130463.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,ITBI,XGBoost,1.417726755142212,"108 25472.335938 109 25737.658203 110 18302.916016 111 24567.865234 112 23262.398438 113 32064.150391 114 29187.029297 115 18302.916016 116 31166.699219 117 26367.152344 118 25970.986328 119 40525.136719 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,IRRF,MLP,2.390745162963867,"106 36860.063632 107 42548.374161 108 39564.518860 109 55308.005011 110 38273.804366 111 55858.877898 112 46962.252026 113 45285.344126 114 46864.686706 115 35931.174417 116 56231.406319 117 38895.915725 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do FPM,MLP,1.7778401374816895,"108 1.479819e+06 109 1.732121e+06 110 1.500411e+06 111 1.599040e+06 112 1.684691e+06 113 1.633934e+06 114 1.824568e+06 115 1.525514e+06 116 1.546391e+06 117 1.508283e+06 118 1.913178e+06 119 1.773393e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,AR,1.5427350997924805,"108 582860.1875 109 580594.0625 110 484425.7500 111 564545.0625 112 592588.9375 113 566855.6250 114 575808.8125 115 573304.3125 116 573304.3125 117 592443.4375 118 531927.6875 119 603979.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,AR,2.768308401107788,"108 254284.468750 109 211478.500000 110 224973.703125 111 392311.250000 112 254327.968750 113 139718.968750 114 136807.218750 115 60375.765625 116 65884.632812 117 33975.460938 118 33975.460938 119 254446.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ITR,XGBoost,3.8620402812957764,"103 1117.117065 104 853.360168 105 1135.949219 106 3552.597412 107 1861.442993 108 1869.404419 109 1883.032593 110 1883.032593 111 1881.621826 112 4472.230469 113 1881.468262 114 1881.878540 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Transferencias LC 61_1989,HWES,1.477313756942749,"96 5718.479492 97 5543.454102 98 5578.386230 99 5721.729492 100 5590.953125 101 5711.652344 102 5999.437500 103 4920.257324 104 4913.617188 105 3956.425293 106 5583.230957 107 6005.848145 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,MLP,1.6703464984893799,"75 23829.551967 76 26642.497392 77 32357.832945 78 39407.793237 79 48039.669635 80 58556.918266 81 71074.646695 82 85066.147513 83 101995.598214 84 118506.859244 85 123501.937937 86 146699.661172 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,SARIMAX,1.3865690231323242,"104 32593.853516 105 32593.853516 106 32593.853516 107 32561.509766 108 32547.531250 109 32593.853516 110 32579.855469 111 32579.855469 112 32579.855469 113 32579.855469 114 32593.853516 115 32593.853516 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,XGBoost,1.5022644996643066,"94 47738.562500 95 47034.835938 96 47161.101562 97 46949.464844 98 47060.027344 99 47161.328125 100 46949.464844 101 47161.328125 102 46949.464844 103 47003.886719 104 46788.296875 105 47013.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,IRRF,HWES,1.2513809204101562,"104 97584.976562 105 98072.914062 106 97818.125000 107 102067.171875 108 102029.632812 109 98072.914062 110 102029.632812 111 98072.914062 112 98072.914062 113 98072.914062 114 98072.914062 115 102067.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do FPM,AR,1.2918074131011963,"104 1224758.250 105 1893787.125 106 1091052.000 107 1210053.375 108 1386196.125 109 1223710.375 110 1619919.875 111 1091052.000 112 1133163.000 113 1091027.250 114 1386196.125 115 1893787.125 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,SES,1.1307008266448975,"104 723304.0000 105 722088.1875 106 718749.0625 107 725619.7500 108 722979.7500 109 723304.0000 110 742092.5625 111 725619.7500 112 725619.7500 113 722979.7500 114 742983.3125 115 722979.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.9464540481567383,"100 64453.722656 101 108869.757812 102 108869.757812 103 62863.855469 104 96618.000000 105 94501.687500 106 96617.992188 107 62888.566406 108 62668.207031 109 62569.324219 110 61838.789062 111 108724.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ITR,XGBoost,2.4591400623321533,"82 28.358810 83 33.043362 84 32.958279 85 20.857744 86 157.170273 87 26.704439 88 49.149944 89 156.335693 90 150.762909 91 45.335560 92 326.477997 93 26.996025 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Transferencias LC 61_1989,AR,2.0359866619110107,"104 5135.480469 105 6845.279297 106 6128.091309 107 5291.520996 108 5376.301758 109 6005.065430 110 5775.818359 111 5375.387207 112 6554.346680 113 6364.558105 114 5495.340820 115 5756.657227 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,IPTU,MLP,1.3238341808319092,"84 79133.438405 85 84332.153067 86 216471.378343 87 384860.764784 88 98547.058163 89 92072.591556 90 106439.665709 91 106270.228059 92 95894.206761 93 114120.874673 94 124480.700809 95 149510.379129 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,ISS,XGBoost,1.1016182899475098,"96 55463.664062 97 55811.125000 98 55366.996094 99 49684.210938 100 48167.347656 101 48282.566406 102 51405.539062 103 49162.863281 104 48253.171875 105 48167.347656 106 49184.710938 107 48275.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,ITBI,HWES,1.635286808013916,"96 71351.750000 97 37205.351562 98 36881.410156 99 71030.171875 100 71017.007812 101 38073.968750 102 71204.070312 103 71115.710938 104 71451.085938 105 36970.222656 106 71116.343750 107 65515.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,IRRF,AR,1.8286681175231934,"96 67467.507812 97 70314.421875 98 81675.421875 99 76070.531250 100 47175.242188 101 81675.585938 102 76070.531250 103 76070.531250 104 76070.531250 105 81675.421875 106 76070.531250 107 81675.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do FPM,SARIMAX,3.703200340270996,"96 1217650.500 97 1811506.500 98 1001285.375 99 1646957.500 100 1774946.875 101 1001285.375 102 1811506.500 103 1646957.500 104 1217650.500 105 1001242.375 106 1811504.000 107 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,AR,1.059103012084961,"96 592264.3125 97 936093.8750 98 967665.3125 99 580051.1875 100 966840.0000 101 579290.3750 102 760593.3750 103 936111.1875 104 760560.7500 105 760588.8125 106 762032.5000 107 967673.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,MLP,2.282590866088867,"95 198106.533524 96 196504.808878 97 118946.802478 98 124421.146703 99 188148.772845 100 202769.399515 101 154839.984704 102 160516.273483 103 176323.422402 104 174054.934976 105 191194.230579 106 399592.511203 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Transferencias LC 61_1989,XGBoost,2.614015817642212,"96 7186.432617 97 8484.511719 98 8608.128906 99 7189.108887 100 7176.065918 101 8772.701172 102 7231.970703 103 8772.701172 104 8542.161133 105 8572.633789 106 8771.200195 107 7187.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,IPTU,SES,2.447336196899414,"94 3409.906250 95 3766.345215 96 9503.119141 97 3434.984619 98 3404.700684 99 3415.166748 100 3405.296631 101 3415.762695 102 2898.460449 103 3146.734375 104 3147.427490 105 4293.304199 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,ISS,SARIMAX,1.6019537448883057,"96 13299.493164 97 13092.164062 98 14018.250000 99 13357.405273 100 13083.073242 101 13300.326172 102 13097.615234 103 13097.615234 104 13726.364258 105 13735.455078 106 13988.923828 107 13826.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,ITBI,AR,2.278562545776367,"95 15957.796875 96 16198.059570 97 16257.491211 98 16582.398438 99 16515.626953 100 16258.368164 101 16177.100586 102 16148.357422 103 16515.626953 104 16315.408203 105 16313.983398 106 16148.395508 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,IRRF,MLP,1.670041799545288,"96 61190.048442 97 56059.924691 98 57074.624483 99 58956.877199 100 54245.835127 101 60545.016517 102 62379.022512 103 63818.916093 104 65038.767015 105 69704.673869 106 73448.632064 107 61272.672581 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do FPM,SARIMAX,1.1378130912780762,"96 1314123.500 97 1811506.375 98 978605.000 99 1314123.500 100 1804279.125 101 1314123.500 102 1811506.375 103 1314123.500 104 1130045.000 105 1130059.875 106 1804279.125 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,SES,1.437065601348877,"96 400574.75000 97 393451.12500 98 396527.68750 99 395612.90625 100 396527.68750 101 395606.31250 102 395606.31250 103 395606.31250 104 395607.78125 105 395607.78125 106 393483.65625 107 396521.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,MLP,1.9066224098205566,"92 68867.903095 93 37520.430225 94 40058.976598 95 68994.422262 96 45848.924978 97 33178.302191 98 35705.834849 99 38224.519197 100 39195.243545 101 43189.542414 102 47581.528718 103 116738.576412 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ITR,XGBoost,2.7076973915100098,"91 245.100372 92 -346159.406250 93 -1.522751 94 -40.779671 95 11.159108 96 2592.428711 97 96.421761 98 -19.696899 99 127.068497 100 129.133743 101 -19.696899 102 -19.696899 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,IPTU,SARIMAX,1.5595486164093018,"92 3.865239e+05 93 1.111651e+06 94 1.102336e+06 95 1.114654e+06 96 1.225549e+06 97 1.743312e+06 98 1.159230e+06 99 1.159230e+06 100 1.159230e+06 101 1.159236e+06 102 1.159230e+06 103 1.129590e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,ISS,MLP,1.5842094421386719,"96 339229.836604 97 299751.057447 98 308698.029957 99 327878.386786 100 342784.297079 101 339802.405698 102 330510.076755 103 315281.830400 104 309028.882061 105 306837.238265 106 311024.526864 107 322845.163765 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,ITBI,HWES,1.700368881225586,"96 91503.382812 97 90528.015625 98 224535.687500 99 206457.046875 100 212314.656250 101 210873.781250 102 224098.250000 103 211925.921875 104 217632.640625 105 212311.296875 106 211769.140625 107 91802.937500 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,IRRF,MLP,1.2188456058502197,"96 461936.894709 97 379720.483259 98 519196.251221 99 542315.388518 100 690670.784100 101 440241.837196 102 589224.928393 103 601436.271570 104 628481.550121 105 784885.923414 106 667769.900230 107 816988.706032 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do FPM,MLP,2.1380040645599365,"96 2.318095e+06 97 4.950430e+06 98 2.748785e+06 99 2.944938e+06 100 3.116998e+06 101 2.238561e+06 102 3.557043e+06 103 2.849941e+06 104 2.896931e+06 105 2.829504e+06 106 3.206807e+06 107 4.122547e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,XGBoost,1.8356642723083496,"96 2660227.00 97 2797893.00 98 2683168.00 99 2796025.25 100 2782594.75 101 3026235.75 102 2798879.75 103 2802935.75 104 2518372.75 105 2803426.00 106 3035497.75 107 2802935.75 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,XGBoost,1.8189985752105713,"96 507192.281250 97 507192.750000 98 519516.937500 99 518632.906250 100 470323.750000 101 784948.062500 102 126954.414062 103 -636796.250000 104 -644188.750000 105 -637349.562500 106 -644670.375000 107 482634.875000 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do ITR,SARIMAX,2.4831418991088867,"84 9.722096e+04 85 1.709393e+05 86 3.538548e+04 87 3.538548e+04 88 3.406554e+04 89 4.448224e+04 90 1.076352e+05 91 3.872909e+04 92 2.203695e+05 93 1.308669e+06 94 2.203695e+05 95 1.723348e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Transferencias LC 61_1989,MLP,1.1651818752288818,"96 24818.955970 97 27984.700264 98 23801.112159 99 24416.299279 100 23576.894277 101 24628.730401 102 24750.029935 103 24058.321815 104 20192.685385 105 26868.638855 106 23959.723126 107 25012.522615 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,IPTU,SARIMAX,1.8708457946777344,"89 4504.433105 90 5149.881348 91 24454.458984 92 51489.492188 93 92230.601562 94 12827.184570 95 10520.467773 96 7586.923828 97 5640.481934 98 10929.882812 99 7550.662598 100 5127.847656 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,ISS,SES,1.4452521800994873,"96 14579.132812 97 14369.666992 98 14531.101562 99 14839.636719 100 13684.197266 101 14945.100586 102 14129.241211 103 13735.338867 104 14429.568359 105 15279.314453 106 15274.540039 107 15424.479492 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,ITBI,XGBoost,2.1277668476104736,"94 10924.362305 95 12196.749023 96 16798.880859 97 7433.991699 98 7865.040039 99 11118.932617 100 11182.335938 101 11130.639648 102 10793.059570 103 12432.825195 104 9045.689453 105 11059.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,IRRF,SARIMAX,1.167158603668213,"96 56597.613281 97 57773.050781 98 57773.050781 99 57760.218750 100 58254.902344 101 58253.984375 102 58243.464844 103 58254.902344 104 56598.148438 105 56595.765625 106 58333.062500 107 113748.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do FPM,SARIMAX,1.1185352802276611,"96 1.167671e+06 97 1.437798e+06 98 1.058367e+06 99 1.167671e+06 100 1.437798e+06 101 1.271619e+06 102 1.159180e+06 103 1.271619e+06 104 1.159405e+06 105 1.038778e+06 106 1.437798e+06 107 1.437798e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,HWES,1.1053431034088135,"96 419045.18750 97 507039.40625 98 507143.84375 99 507039.40625 100 510457.81250 101 471029.93750 102 507039.40625 103 507039.40625 104 472032.56250 105 472032.56250 106 423586.84375 107 507256.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,MLP,1.7410573959350586,"94 176997.359505 95 120660.342250 96 66321.789963 97 98505.965100 98 126396.508705 99 114712.208366 100 83107.473903 101 80062.121716 102 92457.017221 103 97009.019549 104 102593.872436 105 228143.595472 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do ITR,XGBoost,1.3681120872497559,"67 394.020905 68 4540.249512 69 5867.465332 70 5489.699219 71 11374.109375 72 11351.282227 73 11368.929688 74 11375.719727 75 11340.030273 76 11337.034180 77 11374.047852 78 11355.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,IPTU,MLP,2.091376543045044,"108 486235.555948 109 165838.290302 110 62798.881796 111 54104.382672 112 78633.620941 113 66241.218291 114 61472.747531 115 37715.229239 116 44906.427879 117 37153.010541 118 34832.175386 119 45195.956704 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,ISS,SES,1.3684141635894775,"108 49498.339844 109 45789.867188 110 52508.269531 111 51569.851562 112 52506.585938 113 51148.421875 114 51587.632812 115 47096.570312 116 52749.515625 117 51587.632812 118 44261.761719 119 57703.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,ITBI,MLP,2.933469772338867,"108 37200.599344 109 35637.768753 110 44527.030160 111 40187.166506 112 40948.197839 113 36503.237225 114 39745.361262 115 44362.440768 116 34703.711686 117 41192.544182 118 41954.231218 119 37810.345715 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,IRRF,MLP,2.3231163024902344,"108 144073.935967 109 121325.553613 110 167856.520494 111 146305.379988 112 138973.143182 113 146241.252852 114 141024.792678 115 146295.327943 116 145722.109382 117 147922.193180 118 153754.278754 119 193458.710987 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do FPM,HWES,1.1821372509002686,"108 1.884627e+06 109 1.893610e+06 110 1.012085e+06 111 1.884513e+06 112 1.884513e+06 113 1.884513e+06 114 1.884513e+06 115 1.012085e+06 116 1.012085e+06 117 9.413448e+05 118 1.884513e+06 119 1.893610e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,HWES,1.1727030277252197,"108 984453.6250 109 857543.6875 110 880027.3125 111 988811.0000 112 996472.8750 113 984487.3750 114 988811.0000 115 990236.3750 116 990236.3750 117 988811.0000 118 996472.8750 119 995145.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,SARIMAX,1.7270855903625488,"108 183507.906250 109 63777.382812 110 182173.765625 111 186781.937500 112 220356.953125 113 43963.941406 114 28944.625000 115 30222.998047 116 12273.646484 117 9288.397461 118 13217.429688 119 148198.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ITR,XGBoost,2.707221269607544,"99 8812.052734 100 18453.128906 101 18456.058594 102 29469.271484 103 29468.322266 104 29459.007812 105 29447.595703 106 29468.941406 107 15420.861328 108 15425.816406 109 29467.304688 110 29467.080078 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,IPTU,AR,1.1561095714569092,"84 58301.285156 85 58301.285156 86 14143.261719 87 13549.637695 88 14143.485352 89 57904.964844 90 14143.485352 91 14140.896484 92 14282.151367 93 13573.000000 94 14630.779297 95 14282.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,ISS,Prophet,1.037205457687378,"84 80467.460938 85 77405.093750 86 74546.820312 87 84002.562500 88 83532.226562 89 83765.117188 90 83058.539062 91 85058.515625 92 83092.429688 93 83092.429688 94 83092.429688 95 83139.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,ITBI,AR,2.0929908752441406,"69 9352.799805 70 8878.361328 71 9329.203125 72 9208.761719 73 9352.773438 74 9375.017578 75 9351.540039 76 9375.017578 77 9208.761719 78 9263.841797 79 9352.773438 80 9351.541992 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,IRRF,XGBoost,1.6944468021392822,"84 91366.664062 85 91366.664062 86 91368.164062 87 91368.164062 88 91368.164062 89 91368.164062 90 91368.164062 91 91368.164062 92 91368.164062 93 91368.164062 94 91368.164062 95 91368.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do FPM,SARIMAX,1.406754493713379,"84 1758040.750 85 1811506.375 86 1076969.750 87 1758040.750 88 1757700.500 89 1758040.750 90 1811506.375 91 1758040.750 92 1204771.250 93 1134418.375 94 1811506.375 95 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,AR,1.1182610988616943,"84 413547.93750 85 412694.96875 86 413367.15625 87 422627.12500 88 422792.50000 89 422489.81250 90 422489.81250 91 422063.68750 92 422477.93750 93 422614.43750 94 421108.50000 95 413114.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,MLP,2.339980363845825,"84 151644.161220 85 61984.401960 86 84505.090354 87 145487.949362 88 108286.270374 89 71493.317164 90 47909.538164 91 46430.641215 92 46406.495714 93 52866.386074 94 103130.288496 95 288529.886711 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do ITR,SARIMAX,2.853745698928833,"77 5193.259277 78 44689.375000 79 44689.375000 80 4695.369141 81 4321.853516 82 4504.732422 83 4513.014648 84 4544.526367 85 5734.020508 86 63677.156250 87 5693.948730 88 5735.144043 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Transferencias LC 61_1989,AR,2.2576537132263184,"84 3852.706543 85 4056.288330 86 3890.128174 87 4029.472168 88 4203.702148 89 4299.017578 90 3591.740723 91 4120.001953 92 4041.703857 93 3756.474121 94 4120.001953 95 3595.649658 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,IPTU,HWES,2.07228684425354,"94 4.426994e+05 95 4.645649e+05 96 4.465749e+05 97 4.580008e+05 98 3.713478e+06 99 5.317411e+05 100 3.735582e+06 101 6.514491e+05 102 6.106838e+05 103 6.074407e+05 104 6.106838e+05 105 6.081209e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,ISS,SES,1.4230570793151855,"96 2491697.25 97 2214566.75 98 2518133.25 99 2262797.50 100 2262797.50 101 2262797.50 102 2518133.25 103 2262797.50 104 2518133.25 105 2240567.25 106 2577988.75 107 2577988.75 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,ITBI,HWES,1.0814712047576904,"96 263984.50000 97 262335.06250 98 263213.75000 99 261667.40625 100 261908.34375 101 261890.06250 102 609215.25000 103 398463.31250 104 273779.84375 105 304001.06250 106 303881.90625 107 282627.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,IRRF,XGBoost,1.9254786968231201,"74 3615179.25 75 3564952.50 76 3556160.00 77 3556160.00 78 3556160.00 79 4025968.50 80 3556160.00 81 4025968.50 82 3556160.00 83 3556160.00 84 3556160.00 85 4025968.50 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do FPM,SARIMAX,2.3411009311676025,"96 5101958.0 97 7246025.5 98 4138939.5 99 5101958.0 100 7149804.0 101 5101958.0 102 7246025.5 103 5101958.0 104 5017226.0 105 4158284.5 106 7245928.5 107 7246025.5 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,HWES,1.180199146270752,"96 6330165.0 97 6997465.5 98 6881298.0 99 6997465.5 100 6678032.5 101 6173283.0 102 6996896.5 103 6997465.5 104 6253620.0 105 6247740.5 106 6237454.5 107 7014452.5 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,MLP,1.840080976486206,"96 2.625167e+06 97 1.188838e+06 98 1.341777e+06 99 2.382518e+06 100 1.864279e+06 101 9.821939e+05 102 7.591377e+05 103 6.233502e+05 104 4.720480e+05 105 4.322479e+05 106 4.072316e+05 107 3.826342e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do ITR,MLP,2.269803047180176,"95 4516.274931 96 6701.251962 97 5540.320201 98 7844.113251 99 6459.392936 100 7557.845531 101 9435.850748 102 12519.565302 103 18475.963152 104 53562.098922 105 14217.061720 106 16333.538514 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,IPTU,HWES,2.534911632537842,"102 14302.673828 103 15248.762695 104 93199.156250 105 48125.507812 106 43552.039062 107 15248.762695 108 11146.720703 109 20028.384766 110 13642.721680 111 13602.147461 112 13504.712891 113 13504.712891 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,ISS,MLP,2.4796640872955322,"108 13495.782907 109 14058.562741 110 14801.131335 111 14032.886119 112 14296.526364 113 14513.662599 114 14205.893493 115 13746.916663 116 14022.432896 117 13945.165720 118 13754.734670 119 14801.740602 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,ITBI,HWES,2.5281734466552734,"107 17164.941406 108 20032.953125 109 17054.441406 110 19000.947266 111 9388.657227 112 17171.162109 113 20034.281250 114 19884.847656 115 19032.832031 116 17694.509766 117 19884.847656 118 19974.732422 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,IRRF,XGBoost,1.1522502899169922,"108 81007.203125 109 64279.343750 110 81007.203125 111 73015.968750 112 107540.406250 113 107540.406250 114 96925.085938 115 107540.406250 116 96925.085938 117 107540.406250 118 96938.328125 119 96925.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do FPM,HWES,1.6524312496185303,"108 1.249977e+06 109 1.893769e+06 110 1.101887e+06 111 1.146670e+06 112 1.249978e+06 113 1.275264e+06 114 1.249977e+06 115 1.101887e+06 116 1.101887e+06 117 9.645613e+05 118 1.249978e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,HWES,1.3026044368743896,"108 521734.12500 109 400280.43750 110 425588.84375 111 510053.43750 112 498243.50000 113 460275.71875 114 463561.90625 115 500831.81250 116 512017.56250 117 512150.12500 118 477923.15625 119 508289.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,AR,2.4790194034576416,"108 92784.703125 109 38566.566406 110 69722.757812 111 70951.289062 112 72027.203125 113 10905.809570 114 5507.290039 115 3464.433105 116 3584.231445 117 4167.124023 118 4147.664062 119 92784.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ITR,XGBoost,1.8932170867919922,"96 464.327026 97 348.144104 98 389.422211 99 389.600861 100 795.553101 101 795.188721 102 370.645020 103 791.538940 104 3722.561523 105 5479.471680 106 3698.898438 107 3675.156982 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Transferencias LC 61_1989,HWES,1.3298134803771973,"108 4172.982910 109 3713.432373 110 4545.351074 111 4445.553223 112 4447.511230 113 4218.575195 114 4212.751953 115 4354.591797 116 4215.093262 117 4559.343750 118 4423.579590 119 4470.846191 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,IPTU,AR,1.8481559753417969,"96 7814.333496 97 30863.169922 98 30863.169922 99 15054.367188 100 29893.716797 101 15577.506836 102 16269.814453 103 16269.814453 104 16020.197266 105 16269.814453 106 9745.440430 107 7512.455078 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,ISS,SARIMAX,1.869727611541748,"96 44516.511719 97 44808.492188 98 17608.804688 99 16664.062500 100 16001.952148 101 23662.937500 102 16662.617188 103 16027.716797 104 16061.986328 105 15998.241211 106 16001.952148 107 15992.188477 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,ITBI,Prophet,1.6329009532928467,"88 2425.374268 89 2684.785889 90 3028.276367 91 2094.565674 92 3158.350830 93 2915.488281 94 3158.571045 95 2920.909424 96 3071.467773 97 2601.427002 98 2371.755615 99 2204.742432 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,IRRF,Prophet,1.3971843719482422,"96 107467.015625 97 107467.015625 98 107467.015625 99 107467.015625 100 107467.015625 101 107467.015625 102 107467.015625 103 107467.015625 104 107467.015625 105 107467.015625 106 107467.015625 107 107438.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do FPM,SARIMAX,1.1667804718017578,"96 1231640.875 97 1811506.125 98 1129738.875 99 1231640.875 100 1784068.125 101 1231640.875 102 1811506.125 103 1231640.875 104 1227079.375 105 1163889.125 106 1811506.125 107 1811506.125 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,SES,1.1836879253387451,"96 293659.62500 97 299599.90625 98 364615.75000 99 297489.56250 100 365125.84375 101 297507.28125 102 297511.28125 103 299600.25000 104 297507.46875 105 293149.12500 106 292420.12500 107 364616.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,MLP,1.922910451889038,"96 94849.870891 97 37733.224107 98 64313.453148 99 94612.249046 100 67121.423140 101 36280.616664 102 26923.752409 103 26695.483000 104 25170.821681 105 25711.487797 106 27174.129282 107 160048.980561 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ITR,AR,1.3236205577850342,"79 814.576599 80 836.177246 81 1983.447876 82 922.560608 83 4317.189941 84 1761.316772 85 1763.838501 86 1762.177612 87 1760.769287 88 1760.774414 89 1762.062866 90 1750.979370 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Transferencias LC 61_1989,AR,1.3202519416809082,"96 3234.479492 97 2596.299805 98 3354.113525 99 3347.896484 100 3798.999756 101 3315.764404 102 3328.521240 103 3305.673584 104 3275.127441 105 3283.382324 106 3316.512939 107 3277.152344 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,IPTU,SARIMAX,2.898622989654541,"108 29461.398438 109 49808.730469 110 4015.948242 111 6347.303711 112 3475.712646 113 6472.045410 114 3874.256348 115 4942.115234 116 3389.147705 117 4752.305664 118 3466.506104 119 4138.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,ISS,AR,2.5245134830474854,"108 30201.609375 109 34899.167969 110 28120.830078 111 23653.263672 112 26502.894531 113 41297.761719 114 30227.031250 115 38611.593750 116 39344.164062 117 39344.320312 118 34265.910156 119 39143.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,ITBI,XGBoost,1.39591646194458,"93 11081.851562 94 11001.573242 95 11055.910156 96 11035.352539 97 11045.742188 98 11069.186523 99 11050.709961 100 10937.004883 101 11051.014648 102 11035.984375 103 11043.916992 104 11032.862305 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,IRRF,MLP,2.2929677963256836,"108 42772.537211 109 45333.910024 110 45913.155341 111 42948.803207 112 39473.230219 113 38530.396682 114 41488.384530 115 40083.684238 116 39909.682460 117 43238.607286 118 41603.466212 119 60240.951630 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do FPM,HWES,1.296769380569458,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,HWES,1.1295781135559082,"108 596449.8750 109 593315.7500 110 594817.8750 111 601353.3125 112 605283.7500 113 597238.6250 114 602271.5625 115 605283.7500 116 605283.7500 117 605283.7500 118 605257.6250 119 596515.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,AR,2.162158250808716,"106 77577.171875 107 6956.167480 108 23527.742188 109 23053.003906 110 20006.400391 111 6094.538574 112 4947.744629 113 2656.310303 114 2690.149414 115 2680.144531 116 3457.596436 117 77577.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do ITR,AR,2.0445196628570557,"77 14.181203 78 14.185550 79 9.607866 80 16.354063 81 33.478065 82 12.985546 83 12.366770 84 13.938560 85 16.344351 86 11.424483 87 9.680282 88 10.286283 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Transferencias LC 61_1989,HWES,1.528374433517456,"108 4393.073242 109 3804.836914 110 3935.217529 111 4617.705566 112 4390.635254 113 4265.776855 114 4140.585449 115 4552.238770 116 4652.993652 117 4298.540527 118 4403.044434 119 3880.943604 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,IPTU,MLP,1.998009204864502,"96 485659.860988 97 218089.519555 98 186943.509083 99 101197.564110 100 65343.613773 101 89033.027583 102 80787.268466 103 53649.562035 104 73915.814545 105 81549.646518 106 51111.526767 107 106953.432514 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,ISS,HWES,1.161729097366333,"96 246384.921875 97 246384.921875 98 270825.468750 99 242355.562500 100 270835.281250 101 242355.562500 102 248648.828125 103 270290.812500 104 270825.468750 105 248638.984375 106 242355.562500 107 270835.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,ITBI,MLP,1.1499757766723633,"96 510441.878369 97 511336.216441 98 507811.757030 99 554850.784658 100 602323.979138 101 653942.969211 102 716889.941705 103 791748.323027 104 849031.275454 105 907862.240597 106 944083.714688 107 977358.842198 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,IRRF,MLP,1.247380018234253,"96 154402.453163 97 165501.259793 98 171583.704187 99 173020.995440 100 172468.842562 101 174208.527061 102 174741.763916 103 177951.065447 104 178810.680484 105 175805.319665 106 209616.942257 107 237961.472793 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do FPM,SARIMAX,1.2448363304138184,"96 3246773.50 97 3486627.25 98 2227760.75 99 3246242.75 100 3246242.75 101 3246773.50 102 3486627.25 103 3246773.50 104 1292148.50 105 2168415.50 106 3486627.25 107 3486627.25 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,SES,1.0998141765594482,"95 2091667.375 96 1928967.000 97 2105169.500 98 2105169.500 99 2270216.000 100 2057445.250 101 2350352.750 102 2057498.625 103 2105169.500 104 2105169.500 105 1963135.750 106 2005393.625 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,MLP,1.1170752048492432,"77 181777.910362 78 135155.704189 79 142314.244478 80 168853.243743 81 161200.382311 82 134591.263414 83 129568.830004 84 124793.721227 85 124428.104022 86 125602.215494 87 123560.037707 88 240670.735707 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do ITR,SARIMAX,2.0711090564727783,"96 15171.318359 97 15185.990234 98 17435.716797 99 9567.777344 100 11747.333008 101 8857.948242 102 12940.551758 103 25325.988281 104 402294.281250 105 850354.250000 106 66344.742188 107 67590.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Transferencias LC 61_1989,AR,1.0107345581054688,"95 16558.242188 96 17300.707031 97 13296.273438 98 12451.167969 99 11424.831055 100 11569.232422 101 7968.380371 102 13450.610352 103 6938.997559 104 12356.589844 105 7206.288086 106 12917.262695 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,XGBoost,1.7198729515075684,"96 2071.042236 97 1687.939453 98 2181.538818 99 2125.562988 100 91.227722 101 15853.120117 102 18506.923828 103 -465.356720 104 -1289.236084 105 -1357.660034 106 -473.618774 107 -513.004211 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,Prophet,1.44358491897583,"108 25626.167969 109 25524.044922 110 25626.167969 111 25626.167969 112 25682.779297 113 25563.275391 114 25626.167969 115 25552.816406 116 25626.167969 117 25552.816406 118 25626.167969 119 25563.275391 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,HWES,2.7349889278411865,"101 23432.919922 102 33276.292969 103 7227.589355 104 7277.119141 105 42445.308594 106 15603.643555 107 12919.301758 108 2893.964844 109 9045.524414 110 7831.983887 111 15237.917969 112 17709.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,IRRF,MLP,2.2118353843688965,"108 48693.056910 109 48841.782697 110 51494.051265 111 52396.355628 112 54103.127972 113 54555.976227 114 56892.707661 115 56997.114506 116 62396.001167 117 64053.296899 118 62990.190701 119 77933.090040 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do FPM,HWES,1.677985429763794,"108 1.387586e+06 109 1.893723e+06 110 1.102251e+06 111 1.151934e+06 112 1.407158e+06 113 1.408391e+06 114 1.407158e+06 115 1.102249e+06 116 1.103243e+06 117 1.039427e+06 118 1.407158e+06 119 1.893723e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,HWES,1.2046513557434082,"108 692186.0625 109 652212.9375 110 686143.5000 111 710436.5625 112 669718.4375 113 703357.9375 114 747828.5625 115 710883.1875 116 710883.1875 117 669718.4375 118 692186.0625 119 669718.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,HWES,2.123594045639038,"102 49535.222656 103 21219.535156 104 46198.722656 105 47077.867188 106 46200.601562 107 16711.542969 108 19814.167969 109 11045.374023 110 12756.764648 111 11957.446289 112 19158.775391 113 49330.816406 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ITR,MLP,2.7717456817626953,"78 7369.436827 79 8827.942518 80 10597.308080 81 12761.190033 82 15386.678571 83 18552.307239 84 22374.537518 85 26960.691095 86 30828.369081 87 32011.050970 88 35827.561166 89 42802.626510 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Transferencias LC 61_1989,XGBoost,2.335635185241699,"60 5161.784668 61 5735.548340 62 5693.291016 63 8288.564453 64 4439.755371 65 4440.051758 66 3914.433594 67 4914.766602 68 5150.923340 69 4450.554199 70 4943.029297 71 4714.620605 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,IPTU,SARIMAX,2.26127290725708,"108 2.270735e+05 109 5.225415e+05 110 6.401436e+05 111 1.567373e+06 112 5.089236e+06 113 5.466105e+05 114 5.557737e+05 115 5.772655e+05 116 5.906514e+05 117 6.282620e+05 118 5.772656e+05 119 5.557737e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,ISS,SARIMAX,1.1451005935668945,"108 1974219.00 109 1902836.25 110 1975662.25 111 1975662.25 112 1975662.25 113 1975662.25 114 1975662.25 115 1975662.25 116 1975662.25 117 1975662.25 118 1975662.25 119 1975662.25 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,ITBI,MLP,1.1762566566467285,"108 448335.355364 109 413482.735442 110 534008.181507 111 478824.765921 112 435717.638126 113 468186.582807 114 774135.836760 115 584836.021115 116 509742.524425 117 470236.356231 118 632595.396938 119 499377.844350 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,IRRF,SARIMAX,1.8942089080810547,"108 8.318004e+05 109 7.866214e+05 110 7.927205e+05 111 7.866214e+05 112 7.854267e+05 113 7.927205e+05 114 7.866214e+05 115 7.866214e+05 116 1.319998e+06 117 1.319998e+06 118 1.319998e+06 119 1.319998e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do FPM,HWES,1.3248612880706787,"108 5513743.5 109 7575074.5 110 4185057.0 111 4852039.0 112 5900769.5 113 5513743.5 114 5961738.0 115 4185057.0 116 4185064.0 117 3821741.0 118 5900769.5 119 7575074.5 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,HWES,1.3648386001586914,"108 7879487.5 109 7441539.5 110 7610417.5 111 7845620.5 112 8098604.0 113 7850579.5 114 7845620.5 115 8087167.0 116 8087167.0 117 8098604.0 118 7850579.5 119 8098604.0 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,AR,2.6608879566192627,"108 3.246568e+06 109 1.288790e+06 110 1.925552e+06 111 3.236406e+06 112 2.222026e+06 113 6.342249e+05 114 5.500137e+05 115 2.846367e+05 116 2.513819e+05 117 2.095743e+05 118 1.777435e+05 119 4.559248e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do ITR,MLP,3.198538303375244,"84 1.755624e+05 85 9.338409e+04 86 1.044246e+05 87 1.070850e+05 88 1.064293e+05 89 1.271570e+05 90 1.231524e+05 91 1.257703e+05 92 3.149437e+05 93 2.667850e+06 94 5.656281e+05 95 4.436556e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Transferencias LC 61_1989,HWES,1.1980798244476318,"108 64845.707031 109 58410.148438 110 66261.523438 111 68432.250000 112 70999.750000 113 71478.859375 114 71662.789062 115 75245.132812 116 71540.734375 117 66972.812500 118 74987.484375 119 63674.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,IPTU,SARIMAX,1.7328457832336426,"102 4862.815918 103 47901.156250 104 87320.125000 105 59933.804688 106 208698.328125 107 83506.531250 108 84025.101562 109 84025.101562 110 83003.843750 111 82617.242188 112 82002.195312 113 81943.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,ISS,MLP,2.3485958576202393,"108 25594.317428 109 30054.416490 110 28435.360687 111 31698.474750 112 30642.173003 113 28973.093345 114 30862.207206 115 28064.825124 116 29020.018022 117 29959.351752 118 29328.630929 119 27659.983798 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,ITBI,MLP,1.913482666015625,"107 27981.910458 108 27778.581657 109 26539.804185 110 24056.892471 111 24086.932097 112 23839.083562 113 24645.417043 114 24697.488764 115 23723.546059 116 23896.289544 117 24552.951376 118 24974.547864 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,IRRF,SARIMAX,2.0813093185424805,"108 98078.773438 109 98078.773438 110 120281.796875 111 105502.117188 112 95178.960938 113 120281.796875 114 83225.578125 115 95178.960938 116 120281.796875 117 95178.960938 118 95178.960938 119 120281.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do FPM,SARIMAX,1.1766777038574219,"108 1.893769e+06 109 1.893769e+06 110 1.401903e+06 111 1.292679e+06 112 1.893769e+06 113 1.622203e+06 114 1.893769e+06 115 1.401903e+06 116 1.401903e+06 117 9.847096e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,MLP,1.2515869140625,"108 5.794311e+05 109 1.015430e+06 110 7.850398e+05 111 5.809413e+05 112 9.255129e+05 113 8.386969e+05 114 8.658446e+05 115 8.909636e+05 116 8.889931e+05 117 1.239224e+06 118 8.397748e+05 119 9.636387e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,MLP,1.9546971321105957,"108 863040.462331 109 -451816.683727 110 112688.297495 111 160586.910654 112 136669.002665 113 70715.318480 114 61485.811406 115 49394.902762 116 61077.019442 117 52957.494852 118 57389.945496 119 296670.096764 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do ITR,XGBoost,1.6620113849639893,"62 1510.328979 63 1511.454224 64 1511.404053 65 1509.283325 66 1509.283325 67 1506.863647 68 1508.111694 69 1509.767944 70 1511.119751 71 1511.397461 72 869.259827 73 63.850834 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,IPTU,AR,1.1577134132385254,"84 43600.644531 85 132553.484375 86 344900.718750 87 344898.343750 88 120134.523438 89 125214.562500 90 58443.636719 91 125916.484375 92 29467.156250 93 121404.648438 94 29342.697266 95 28998.050781 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,ISS,SES,1.4214718341827393,"84 153821.046875 85 137951.218750 86 137305.453125 87 140276.687500 88 150512.562500 89 137305.453125 90 137305.453125 91 161466.953125 92 142253.125000 93 142253.125000 94 161466.953125 95 161466.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,ITBI,MLP,1.8301632404327393,"84 55076.079749 85 61680.466456 86 58955.429016 87 63057.075589 88 59154.815430 89 88840.418336 90 63128.805597 91 58305.385411 92 66283.837615 93 63206.994394 94 58742.835688 95 93349.007156 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,IRRF,HWES,1.23490571975708,"84 311731.34375 85 311731.34375 86 311731.34375 87 320110.84375 88 333112.12500 89 313580.18750 90 313800.18750 91 313800.18750 92 313799.62500 93 311731.34375 94 313799.62500 95 333112.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do FPM,AR,1.347330093383789,"84 1.255840e+06 85 1.893769e+06 86 1.089558e+06 87 1.135412e+06 88 1.255919e+06 89 1.282066e+06 90 1.255919e+06 91 1.089558e+06 92 1.092043e+06 93 1.018768e+06 94 1.255919e+06 95 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,AR,1.137735366821289,"84 1280879.000 85 1112543.125 86 1133660.875 87 1380485.000 88 1375328.125 89 1299515.500 90 1260815.125 91 1372485.625 92 1372485.625 93 1308120.375 94 1295290.625 95 1363476.125 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,AR,1.7198524475097656,"84 260306.718750 85 140556.656250 86 285768.500000 87 351339.000000 88 281708.218750 89 90107.531250 90 92150.234375 91 53453.429688 92 31237.333984 93 32455.509766 94 20326.376953 95 281709.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ITR,AR,2.724294900894165,"84 13580.601562 85 863.739380 86 1249.156860 87 1275.151001 88 807.228638 89 2702.820068 90 1282.657837 91 1122.771118 92 30491.457031 93 139086.843750 94 17603.357422 95 30066.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Transferencias LC 61_1989,MLP,1.9817283153533936,"84 13424.719049 85 12517.536211 86 12834.429575 87 13110.035691 88 13003.197447 89 13223.569838 90 13291.428053 91 13016.374411 92 13133.694525 93 14168.984741 94 12959.188990 95 13419.825596 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,MLP,3.1780707836151123,"108 2.216624e+04 109 5.075878e+04 110 1.275540e+06 111 7.565183e+04 112 3.160693e+04 113 6.339104e+04 114 2.987412e+04 115 6.316115e+04 116 1.712344e+04 117 5.776414e+04 118 2.222625e+04 119 6.303653e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,ISS,SARIMAX,1.3108348846435547,"108 171878.906250 109 171808.968750 110 171878.906250 111 171878.906250 112 171590.843750 113 171878.906250 114 171646.453125 115 171646.453125 116 171646.453125 117 171646.453125 118 171878.906250 119 171878.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,MLP,3.0081067085266113,"108 52592.643607 109 52893.168533 110 54371.571788 111 56456.847566 112 62183.647777 113 65189.300128 114 71113.454980 115 72974.603295 116 73148.521853 117 80472.752851 118 87391.267215 119 104807.180495 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,IRRF,SARIMAX,2.242094039916992,"108 66232.476562 109 66232.476562 110 66465.070312 111 66232.476562 112 66232.476562 113 66232.476562 114 66232.476562 115 66232.476562 116 66232.476562 117 148599.000000 118 66232.476562 119 148599.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do FPM,HWES,2.1475863456726074,"108 1211346.000 109 1893735.625 110 1053811.625 111 1143482.000 112 1211313.000 113 1243092.500 114 1211313.000 115 1053811.625 116 1053811.625 117 929769.250 118 1211313.000 119 1893735.625 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,HWES,1.1301040649414062,"108 630897.3750 109 571357.6250 110 575591.6875 111 625401.3125 112 630906.5625 113 639857.5625 114 625401.3125 115 633233.1875 116 633214.5625 117 630683.0000 118 637607.1875 119 630683.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,HWES,1.9341754913330078,"108 397821.343750 109 129407.585938 110 158214.968750 111 203656.406250 112 200494.984375 113 116621.429688 114 78573.992188 115 52756.000000 116 26765.154297 117 19588.089844 118 19807.705078 119 396489.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ITR,XGBoost,2.365182876586914,"93 622.237671 94 4368.035156 95 5961.981445 96 5023.227539 97 7969.240234 98 8901.771484 99 7100.338867 100 6538.209961 101 7101.364258 102 7103.211426 103 7101.187012 104 7102.943848 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Transferencias LC 61_1989,HWES,1.3205618858337402,"108 3902.150391 109 4968.900391 110 5123.358398 111 5829.431641 112 4936.496094 113 4802.240723 114 4795.365234 115 4850.488281 116 4736.364746 117 4748.019531 118 5123.358398 119 5850.266113 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,AR,2.700120687484741,"102 4300.331055 103 3764.741699 104 9361.214844 105 29855.873047 106 49237.957031 107 5311.299316 108 9509.031250 109 5888.230469 110 4950.505859 111 3875.838379 112 6149.693359 113 6149.740723 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,HWES,2.5340471267700195,"108 14317.707031 109 4868.479980 110 5281.325195 111 5233.270020 112 5295.176270 113 5281.325195 114 5818.486816 115 14321.623047 116 5325.128906 117 5281.325195 118 10148.335938 119 5253.542480 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,HWES,2.7348012924194336,"104 48426.437500 105 52733.117188 106 61735.554688 107 57147.398438 108 63300.910156 109 63495.921875 110 62460.886719 111 63642.707031 112 60491.335938 113 63056.777344 114 63056.777344 115 63650.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,IRRF,XGBoost,1.491940975189209,"103 43596.660156 104 46153.351562 105 46153.351562 106 46153.351562 107 66560.515625 108 46153.351562 109 43584.945312 110 43584.945312 111 43584.738281 112 46153.351562 113 66560.515625 114 75376.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do FPM,AR,1.2567453384399414,"108 1.044468e+06 109 2.221786e+06 110 1.097867e+06 111 1.195388e+06 112 1.140692e+06 113 1.283829e+06 114 1.140692e+06 115 1.097867e+06 116 1.099294e+06 117 9.300104e+05 118 9.357651e+05 119 2.221814e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,HWES,1.2499639987945557,"108 766105.6875 109 762409.1875 110 762777.1875 111 767271.4375 112 751196.0000 113 768143.1250 114 767271.3750 115 765544.9375 116 765544.9375 117 751196.0000 118 766105.6875 119 751196.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,MLP,2.87678861618042,"96 40540.181966 97 42316.898475 98 45985.723450 99 137948.516143 100 108421.634877 101 73194.559403 102 85151.371428 103 76270.053749 104 65239.343960 105 61871.742110 106 63020.115562 107 109595.153337 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ITR,MLP,3.352717876434326,"99 19508.981482 100 17381.550911 101 22585.415942 102 29463.738498 103 37435.156119 104 47853.449009 105 61458.644069 106 79429.939544 107 103964.661719 108 199176.616911 109 138320.675733 110 178324.084497 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Transferencias LC 61_1989,HWES,1.6192817687988281,"108 6975.581055 109 6167.101562 110 6451.047363 111 6351.358398 112 7297.121094 113 7385.220703 114 7381.585938 115 6852.793945 116 7403.097656 117 7558.109375 118 7023.639160 119 7544.868652 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,IPTU,HWES,2.336799383163452,"108 3.925174e+05 109 3.817896e+06 110 1.800276e+06 111 2.223443e+05 112 2.328172e+05 113 4.839462e+05 114 2.225697e+05 115 2.225697e+05 116 2.391617e+05 117 2.382420e+05 118 8.035859e+05 119 2.413568e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,ISS,MLP,2.359185218811035,"108 730786.275514 109 650910.268650 110 649501.883515 111 660000.521778 112 698773.221723 113 685482.187092 114 684945.926289 115 686272.589418 116 695903.074523 117 715842.895107 118 697247.123025 119 704986.415857 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,ITBI,HWES,2.80830454826355,"108 259562.515625 109 340985.875000 110 241390.218750 111 241389.343750 112 282268.375000 113 282608.750000 114 282608.750000 115 289872.562500 116 254864.890625 117 282608.750000 118 339404.031250 119 260790.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,IRRF,HWES,1.4067764282226562,"108 1329909.75 109 1330743.25 110 1329300.00 111 1329300.00 112 1329300.00 113 1329300.00 114 1329300.00 115 1329300.00 116 1329909.75 117 1329300.00 118 1329300.00 119 1330964.75 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do FPM,MLP,1.7520549297332764,"108 4.611626e+06 109 5.574840e+06 110 4.317279e+06 111 4.631599e+06 112 4.907550e+06 113 4.759709e+06 114 5.494257e+06 115 4.441368e+06 116 4.515134e+06 117 4.405452e+06 118 5.008647e+06 119 6.475578e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,HWES,1.3420140743255615,"108 4479816.50 109 3896347.75 110 3904650.00 111 4768064.00 112 4955118.00 113 4569268.50 114 4912449.50 115 4886969.50 116 4886969.50 117 4912449.50 118 4886963.50 119 4760077.50 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,AR,2.104952573776245,"108 1.563586e+06 109 6.095494e+05 110 6.361822e+05 111 1.615637e+06 112 1.604642e+06 113 4.639148e+05 114 2.484401e+05 115 1.408409e+05 116 1.434978e+05 117 7.487206e+04 118 5.992562e+04 119 1.141556e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do ITR,SARIMAX,3.3864357471466064,"108 20722.066406 109 14612.407227 110 22247.613281 111 14471.412109 112 20722.066406 113 20722.066406 114 24671.583984 115 23653.583984 116 276886.406250 117 569530.937500 118 23653.583984 119 24671.583984 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Transferencias LC 61_1989,HWES,1.1905319690704346,"108 34467.289062 109 39398.421875 110 43112.347656 111 46770.683594 112 31675.867188 113 32102.757812 114 46660.843750 115 43112.667969 116 30694.031250 117 34110.910156 118 46678.953125 119 45699.683594 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,IPTU,XGBoost,2.09248948097229,"90 1.018903e+05 91 9.698859e+04 92 1.018903e+05 93 1.085391e+06 94 1.087595e+06 95 1.089164e+06 96 1.088116e+06 97 1.636167e+05 98 1.636167e+05 99 1.171502e+05 100 1.068127e+05 101 9.843098e+04 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,ISS,XGBoost,1.137528896331787,"92 158259.843750 93 182943.750000 94 182979.765625 95 158236.812500 96 158236.812500 97 158259.843750 98 174891.968750 99 174891.968750 100 174891.968750 101 174891.968750 102 177343.437500 103 174891.968750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,ITBI,XGBoost,2.3996310234069824,"92 59285.457031 93 63163.570312 94 63179.867188 95 60961.296875 96 63123.742188 97 53417.437500 98 58968.562500 99 52967.007812 100 53980.625000 101 53453.445312 102 53406.804688 103 64432.835938 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,IRRF,Prophet,2.0377633571624756,"92 90796.648438 93 276347.156250 94 276171.750000 95 276171.750000 96 276345.531250 97 276345.531250 98 276345.531250 99 276345.531250 100 276345.531250 101 276345.531250 102 275965.812500 103 275965.812500 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do FPM,SES,1.084580659866333,"92 2079569.000 93 2079140.000 94 1838442.375 95 2080003.000 96 2075580.250 97 2075580.250 98 2075585.500 99 2075580.250 100 1728455.500 101 2075585.500 102 2075580.250 103 2075580.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,MLP,1.0693833827972412,"92 1.010356e+06 93 1.116841e+06 94 1.154459e+06 95 1.100932e+06 96 1.217912e+06 97 1.093913e+06 98 1.100535e+06 99 1.121075e+06 100 1.091667e+06 101 1.082294e+06 102 1.071926e+06 103 1.170336e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,MLP,1.6136720180511475,"92 393113.127011 93 178578.304275 94 191794.716632 95 307186.064245 96 258634.771663 97 168046.863448 98 133684.876283 99 132059.187193 100 114980.074242 101 109803.071035 102 113332.882601 103 572969.606264 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,IPTU,XGBoost,3.162230968475342,"86 2818.701416 87 53737.820312 88 2535.755859 89 2763.756592 90 2778.084961 91 432.115784 92 440.127228 93 430.056458 94 2284.082520 95 430.056458 96 2284.082520 97 430.056458 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,ISS,XGBoost,2.1046743392944336,"108 29650.251953 109 72030.109375 110 29441.671875 111 29746.966797 112 29536.994141 113 30095.689453 114 30344.080078 115 29329.541016 116 29692.486328 117 29736.498047 118 29264.833984 119 29650.251953 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,ITBI,AR,1.5050060749053955,"100 3578.481934 101 3968.449219 102 5790.909180 103 2290.258301 104 3203.556396 105 2343.909912 106 3091.125488 107 1989.140869 108 958.733032 109 1685.212646 110 588.057495 111 396.115112 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,IRRF,MLP,2.3647682666778564,"108 54445.730249 109 49638.564379 110 41877.351495 111 50994.320488 112 50041.509590 113 49904.667568 114 51735.978686 115 51369.796489 116 53705.355925 117 56251.887808 118 54830.757512 119 71904.470683 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do FPM,HWES,1.275310754776001,"108 1.236168e+06 109 1.893772e+06 110 1.047363e+06 111 1.142444e+06 112 1.236171e+06 113 1.253666e+06 114 1.236171e+06 115 1.047363e+06 116 1.047364e+06 117 9.227309e+05 118 1.236171e+06 119 1.893772e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,HWES,1.1671063899993896,"108 398198.40625 109 374632.71875 110 389160.87500 111 403599.71875 112 403630.34375 113 398198.40625 114 403599.71875 115 403631.12500 116 403599.71875 117 403486.00000 118 403625.43750 119 403486.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,SARIMAX,2.5976014137268066,"104 66228.851562 105 7361.258789 106 20715.367188 107 26985.683594 108 11177.469727 109 1826.666382 110 3846.218750 111 6655.882324 112 -207.841980 113 1518.413208 114 702.209717 115 66856.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ITR,XGBoost,1.6447160243988037,"77 52.086361 78 12.258107 79 -134.350708 80 -295.911713 81 -240.589523 82 -259.937042 83 -177.363037 84 -252.436707 85 -186.279007 86 -186.279007 87 -188.484619 88 -266.157349 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Transferencias LC 61_1989,HWES,1.8428082466125488,"107 3572.651123 108 2877.802734 109 3465.948486 110 3800.086914 111 3205.715820 112 3687.570068 113 3770.177979 114 3341.061523 115 3878.148438 116 3748.299316 117 3464.674072 118 4134.698242 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,1.991511583328247,"92 6441.706543 93 6269.505371 94 1221.155518 95 2046.821899 96 4630.653320 97 2157.411621 98 454.468323 99 1476.926514 100 5014.849121 101 4937.443359 102 1743.573853 103 553.479065 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,ISS,AR,1.020176887512207,"108 13783.779297 109 13867.844727 110 13433.701172 111 11761.669922 112 11727.635742 113 10750.065430 114 10750.048828 115 11100.278320 116 11727.635742 117 11114.712891 118 11114.712891 119 11089.032227 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,ITBI,XGBoost,2.1654903888702393,"91 5843.249512 92 1757.118896 93 3500.136719 94 24261.751953 95 2873.810303 96 2939.594727 97 2868.357910 98 2507.369873 99 4316.733398 100 3536.605469 101 2625.224854 102 3326.808594 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,IRRF,SARIMAX,1.148711919784546,"106 69291.289062 107 69291.289062 108 69291.289062 109 69291.289062 110 69291.289062 111 69291.289062 112 69254.007812 113 69291.289062 114 69291.289062 115 69291.289062 116 69291.289062 117 69291.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do FPM,SARIMAX,1.3797473907470703,"108 1.264552e+06 109 1.893766e+06 110 1.078774e+06 111 1.083532e+06 112 1.007627e+06 113 1.146402e+06 114 1.007488e+06 115 1.160663e+06 116 1.142698e+06 117 1.055326e+06 118 1.007627e+06 119 1.789927e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,HWES,1.1223831176757812,"108 542972.0000 109 543313.2500 110 546338.6250 111 543677.6250 112 555794.8125 113 530473.0000 114 543681.0625 115 548847.3125 116 548847.3125 117 553384.5000 118 543677.6250 119 550307.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,SARIMAX,1.7117035388946533,"103 66710.460938 104 26043.128906 105 26443.626953 106 30527.023438 107 21369.763672 108 26597.041016 109 16293.140625 110 26453.710938 111 39084.777344 112 9543.260742 113 4107.368164 114 59251.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ITR,XGBoost,1.4360527992248535,"59 238.690903 60 114.105141 61 88.601562 62 106.369156 63 109.949348 64 203.518967 65 178.324112 66 -472.166443 67 3498.711914 68 7640.919434 69 -35.342827 70 2056.520020 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,IPTU,AR,2.188904285430908,"108 3.175426e+05 109 7.442998e+05 110 3.451555e+06 111 1.246412e+06 112 6.978289e+05 113 6.978289e+05 114 6.815287e+05 115 6.918851e+05 116 6.978289e+05 117 4.017443e+05 118 4.542422e+05 119 4.076143e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,ISS,SARIMAX,1.5728425979614258,"108 1734909.250 109 1530689.625 110 1734771.250 111 1734909.250 112 1734909.250 113 1734909.250 114 1735537.125 115 1734909.250 116 1734909.250 117 1734909.250 118 1734771.250 119 1735531.250 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,ITBI,SES,1.1251716613769531,"108 159436.718750 109 187623.078125 110 132068.093750 111 144950.562500 112 200978.781250 113 172180.515625 114 203225.968750 115 207145.093750 116 177514.515625 117 175344.921875 118 180296.515625 119 206634.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,IRRF,XGBoost,1.169111728668213,"108 70732.296875 109 938454.812500 110 756555.812500 111 788871.750000 112 72461.695312 113 756555.812500 114 740636.250000 115 756555.812500 116 788871.750000 117 735757.000000 118 756275.375000 119 938454.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do FPM,HWES,2.0748462677001953,"108 3429505.75 109 5681306.00 110 2913838.00 111 3429505.75 112 3613354.75 113 3429505.75 114 5681306.00 115 2913838.00 116 3751374.50 117 2913838.00 118 3613354.75 119 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,AR,1.5945112705230713,"108 2624123.25 109 2529559.50 110 2535109.25 111 2526986.50 112 2298568.50 113 2578164.50 114 2526151.00 115 2528648.50 116 2532225.25 117 3226821.75 118 2603022.00 119 2284843.75 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,AR,1.827786922454834,"108 1.239231e+06 109 4.614961e+05 110 6.231954e+05 111 1.238456e+06 112 1.157556e+06 113 5.252144e+05 114 4.398724e+05 115 1.735899e+05 116 1.043613e+05 117 9.839580e+04 118 8.295811e+04 119 1.238700e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ITR,XGBoost,2.2814910411834717,"101 285.281433 102 101.683014 103 634.352478 104 313.459045 105 2067.357178 106 138.120560 107 434.789581 108 572.764893 109 6352.066895 110 7938.355957 111 259.254211 112 265.213440 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Transferencias LC 61_1989,SES,1.1461529731750488,"108 28419.015625 109 25828.050781 110 25719.095703 111 27279.560547 112 26677.072266 113 27681.466797 114 27681.466797 115 26677.072266 116 27279.773438 117 24125.783203 118 26670.009766 119 28611.169922 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,IPTU,Prophet,2.9931843280792236,"93 28538.935547 94 28614.130859 95 28669.820312 96 28538.935547 97 28931.802734 98 28614.130859 99 28166.072266 100 8814.888672 101 8817.572266 102 8266.795898 103 7476.535156 104 6720.307617 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,ISS,HWES,1.3740339279174805,"96 39352.019531 97 39267.246094 98 41641.964844 99 43120.355469 100 43120.355469 101 43120.355469 102 41619.183594 103 43120.355469 104 43120.355469 105 41645.097656 106 43120.355469 107 43120.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,ITBI,XGBoost,1.744356393814087,"94 29019.146484 95 17889.791016 96 21918.943359 97 29019.146484 98 17388.261719 99 28465.080078 100 17915.810547 101 17481.314453 102 18224.619141 103 17348.505859 104 18270.091797 105 17969.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,IRRF,MLP,1.9408371448516846,"96 34902.057646 97 44499.984905 98 44800.554886 99 54401.440123 100 45235.870314 101 44179.663143 102 37498.726513 103 54364.029835 104 43368.287854 105 43660.287809 106 43345.039114 107 51306.583188 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do FPM,HWES,1.2242743968963623,"108 1.226343e+06 109 1.893769e+06 110 1.111751e+06 111 1.143276e+06 112 1.226649e+06 113 1.228189e+06 114 1.226582e+06 115 1.111751e+06 116 1.111752e+06 117 9.677282e+05 118 1.226649e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,HWES,1.1166863441467285,"108 594100.6250 109 577319.7500 110 601864.6875 111 653463.5000 112 666739.3750 113 598058.9375 114 568435.5000 115 634898.5625 116 659275.3125 117 666250.5000 118 599583.4375 119 655366.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,SARIMAX,2.411717653274536,"108 181614.125000 109 34804.671875 110 69691.882812 111 187668.031250 112 65833.093750 113 22088.310547 114 8998.860352 115 7321.871582 116 8862.884766 117 7242.081543 118 6489.155273 119 101307.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do ITR,XGBoost,2.2232160568237305,"100 52.389885 101 28.883965 102 154.443130 103 28.927416 104 28.952433 105 83.408836 106 31.053280 107 83.408836 108 1508.576294 109 3402.866211 110 96.944717 111 15.268011 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Transferencias LC 61_1989,HWES,1.277672529220581,"96 5602.871094 97 5362.713379 98 5267.015625 99 5572.260254 100 4456.611328 101 5605.296875 102 4656.596680 103 5325.805664 104 4455.604980 105 5302.694824 106 5636.284180 107 5767.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,IPTU,MLP,2.544694185256958,"100 7556.713491 101 9512.552965 102 10264.929337 103 8300.252763 104 8049.900055 105 7872.582044 106 7824.703796 107 8024.894441 108 7612.850473 109 7776.804793 110 7539.123743 111 7906.325598 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,ISS,HWES,3.7296719551086426,"108 16879.640625 109 13185.564453 110 12978.526367 111 12878.714844 112 12952.301758 113 13147.802734 114 16750.707031 115 12887.828125 116 12800.561523 117 12800.561523 118 12671.571289 119 12278.762695 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,ITBI,AR,1.7322912216186523,"93 3641.855469 94 3568.375244 95 4093.615723 96 2553.370117 97 654.216125 98 2318.037598 99 3864.292480 100 4018.543945 101 3639.063721 102 3444.930908 103 3574.588867 104 3042.499756 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,IRRF,MLP,2.122488498687744,"108 36803.474685 109 36615.672350 110 47849.202562 111 52313.860574 112 49745.334806 113 36116.404043 114 37170.959738 115 36657.630648 116 46702.767458 117 47028.961181 118 45271.967380 119 64352.546658 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do FPM,HWES,1.224750280380249,"108 1262007.750 109 1893768.625 110 1064031.625 111 1066247.875 112 1262007.750 113 1260484.750 114 1893768.625 115 1064031.625 116 1064031.625 117 979136.750 118 1262007.750 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,HWES,1.250842571258545,"108 384010.09375 109 369978.62500 110 373758.81250 111 393644.81250 112 375122.15625 113 389121.65625 114 390967.31250 115 371095.28125 116 396825.62500 117 397446.62500 118 385032.09375 119 397446.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,MLP,2.7129220962524414,"108 45212.342078 109 34352.274024 110 53715.018938 111 70012.251981 112 192259.239902 113 48637.774672 114 45902.891275 115 119637.670184 116 50674.566893 117 53582.096595 118 59095.985321 119 75708.006167 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do ITR,XGBoost,2.730591058731079,"99 202.101257 100 95.452759 101 156.353928 102 76.307777 103 346.448517 104 201.723663 105 193.019333 106 135.384659 107 1253.911377 108 226.153183 109 107.969154 110 29.252554 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,IPTU,MLP,1.8831543922424316,"108 2.136467e+06 109 2.221629e+06 110 1.065820e+06 111 9.167878e+05 112 9.223843e+05 113 9.555022e+05 114 9.830371e+05 115 9.682477e+05 116 9.553254e+05 117 1.026886e+06 118 1.003536e+06 119 3.686936e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,ISS,SARIMAX,1.215275764465332,"108 119596.789062 109 99129.148438 110 100709.804688 111 101301.523438 112 102612.039062 113 106833.281250 114 103441.085938 115 103441.085938 116 103441.085938 117 102744.328125 118 143036.906250 119 104234.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,ITBI,MLP,2.0752615928649902,"108 94377.753461 109 89411.144492 110 101460.954711 111 90273.883409 112 101512.696147 113 93915.724091 114 91113.930021 115 94549.901080 116 114802.111852 117 102701.712172 118 91322.525880 119 90588.980637 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,IRRF,MLP,1.4063115119934082,"108 160221.336641 109 137700.681149 110 147805.323111 111 114292.334619 112 145086.101882 113 179751.157325 114 147079.323557 115 148385.741156 116 148970.934065 117 169775.292596 118 150867.076352 119 185660.955181 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do FPM,HWES,1.178992509841919,"108 2123457.500 109 3156290.750 110 1879882.750 111 1983031.875 112 2130080.750 113 2357934.250 114 2130080.750 115 1879882.750 116 1879882.750 117 1629429.750 118 2130080.750 119 3156290.750 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,MLP,1.1135127544403076,"108 461353.292753 109 467569.418882 110 443320.716597 111 477237.503913 112 490608.727746 113 463652.047738 114 865932.960279 115 478700.518542 116 468676.878172 117 500332.648094 118 450411.433763 119 124130.335790 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,SARIMAX,1.0500106811523438,"99 87181.062500 100 37885.410156 101 11437.545898 102 88894.828125 103 62711.847656 104 45892.957031 105 45929.675781 106 23682.562500 107 13786.217773 108 14825.638672 109 20408.869141 110 29513.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Transferencias LC 61_1989,HWES,1.5430293083190918,"72 4711.177246 73 3952.217773 74 4783.068848 75 4793.130859 76 4792.810059 77 4785.206055 78 4783.075195 79 4792.064941 80 4868.459961 81 616.265991 82 4783.068848 83 4782.975098 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,1.7746994495391846,"98 15580.844727 99 19824.849609 100 30456.904297 101 167937.140625 102 106663.539062 103 171137.734375 104 212606.343750 105 212578.375000 106 321065.843750 107 326200.125000 108 326200.156250 109 326241.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,ISS,XGBoost,1.2746970653533936,"108 86125.187500 109 77550.929688 110 77550.929688 111 112441.062500 112 86125.187500 113 83286.656250 114 83286.656250 115 77550.171875 116 77550.171875 117 86225.085938 118 83286.656250 119 83286.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,ITBI,AR,2.595425844192505,"108 72602.164062 109 83666.953125 110 99544.429688 111 89866.593750 112 115110.703125 113 100367.351562 114 73235.046875 115 92031.515625 116 119011.500000 117 102085.117188 118 81922.664062 119 102885.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,IRRF,XGBoost,2.0411438941955566,"108 94297.687500 109 132730.046875 110 132730.046875 111 93674.437500 112 93674.437500 113 93674.437500 114 93674.437500 115 132730.046875 116 93674.437500 117 132730.046875 118 132730.046875 119 132730.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do FPM,HWES,2.3262171745300293,"108 1.170083e+06 109 1.891433e+06 110 1.015918e+06 111 1.016581e+06 112 1.170290e+06 113 1.185640e+06 114 1.170290e+06 115 1.015918e+06 116 1.015918e+06 117 1.006452e+06 118 1.170290e+06 119 1.893972e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,HWES,1.147552251815796,"108 1.194332e+06 109 6.299728e+05 110 1.040277e+06 111 1.189407e+06 112 1.189675e+06 113 1.194150e+06 114 1.194015e+06 115 1.189407e+06 116 1.189407e+06 117 1.189675e+06 118 1.194332e+06 119 1.189675e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.2823824882507324,"108 340556.468750 109 105195.062500 110 99947.242188 111 327853.812500 112 89968.515625 113 33762.781250 114 25533.322266 115 21389.363281 116 21389.363281 117 18893.488281 118 3867.043701 119 127596.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ITR,SES,2.4888250827789307,"84 2317.508301 85 404.579071 86 1452.838623 87 1932.132202 88 1493.535767 89 2184.910645 90 1520.564697 91 1932.132202 92 315.018158 93 2340.055908 94 1695.875366 95 1695.875366 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Transferencias LC 61_1989,HWES,1.7135467529296875,"108 9700.364258 109 8357.686523 110 10090.556641 111 11251.399414 112 10117.159180 113 10209.542969 114 10244.433594 115 10090.013672 116 10338.049805 117 9700.361328 118 10090.556641 119 10228.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,1.812476634979248,"96 1.043509e+05 97 1.681503e+05 98 1.951399e+06 99 1.955092e+06 100 1.958355e+06 101 2.713034e+05 102 2.446058e+05 103 2.446058e+05 104 2.446119e+05 105 2.421536e+05 106 2.446119e+05 107 2.446150e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,ISS,HWES,1.0696148872375488,"96 464513.18750 97 471130.93750 98 466640.65625 99 539321.87500 100 465623.53125 101 539321.87500 102 539321.87500 103 465623.53125 104 539321.87500 105 465623.53125 106 539321.87500 107 539321.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,XGBoost,1.848259449005127,"96 744913.4375 97 693592.6875 98 753657.3750 99 738518.5000 100 724565.5625 101 722613.8125 102 703659.1875 103 710601.5000 104 753171.0625 105 705886.3125 106 754000.8125 107 751537.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,IRRF,MLP,1.4631049633026123,"96 433596.273955 97 469421.991290 98 430773.902768 99 453223.694363 100 477952.357420 101 489708.147922 102 524026.764156 103 478528.871786 104 486806.627858 105 582367.257282 106 532970.325894 107 472492.225243 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do FPM,SARIMAX,1.3271045684814453,"96 2671446.50 97 4227202.00 98 2417067.75 99 2671800.25 100 3396304.25 101 2671800.25 102 4227202.00 103 2671800.25 104 2567049.25 105 2463954.25 106 4228801.50 107 4227202.00 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,SES,1.1426811218261719,"96 2042440.500 97 2585379.250 98 2585399.750 99 2081518.125 100 2595928.500 101 2081387.875 102 2081387.875 103 2585249.250 104 2081107.500 105 2075377.500 106 2075156.750 107 2585249.250 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,MLP,2.4793689250946045,"96 1.291880e+06 97 5.479117e+05 98 6.028451e+05 99 1.260695e+06 100 1.072319e+06 101 5.188516e+05 102 3.770216e+05 103 3.023499e+05 104 2.251102e+05 105 2.397320e+05 106 2.392761e+05 107 1.803885e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Transferencias LC 61_1989,AR,1.3428351879119873,"84 23471.494141 85 26419.298828 86 23454.396484 87 23471.494141 88 22637.666016 89 22753.900391 90 20547.859375 91 18174.242188 92 23598.781250 93 23483.578125 94 22753.900391 95 20547.902344 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,IPTU,XGBoost,2.2889163494110107,"108 254074.718750 109 246681.921875 110 246566.781250 111 246681.921875 112 246566.781250 113 246566.781250 114 694558.250000 115 227328.703125 116 227328.703125 117 236166.015625 118 267338.625000 119 382683.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,ISS,SARIMAX,1.29618501663208,"108 1.197968e+06 109 1.194994e+06 110 1.191241e+06 111 1.192946e+06 112 1.192042e+06 113 1.191241e+06 114 1.192946e+06 115 1.192946e+06 116 1.191948e+06 117 1.192042e+06 118 1.011761e+06 119 1.192946e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,ITBI,MLP,1.172132968902588,"108 64601.065619 109 74398.269187 110 78291.938542 111 75436.306375 112 99448.968585 113 71486.718658 114 69616.387926 115 66639.017229 116 71164.582920 117 69952.220985 118 76392.068954 119 73934.641383 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,IRRF,MLP,1.1569197177886963,"82 6.576591e+05 83 7.457776e+05 84 6.838439e+05 85 7.384937e+05 86 7.044543e+05 87 6.857757e+05 88 1.094430e+06 89 6.986597e+05 90 6.870911e+05 91 7.210931e+05 92 6.967933e+05 93 6.590429e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do FPM,AR,1.7394459247589111,"108 3264003.75 109 3577490.50 110 2878411.00 111 3297058.25 112 3486752.00 113 3511548.00 114 3576943.75 115 3576818.00 116 2918292.25 117 2918687.75 118 2914347.25 119 3486626.25 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,SES,1.1221277713775635,"108 2476708.75 109 2644914.00 110 3102992.75 111 3039145.00 112 3064069.50 113 3096420.75 114 3015029.75 115 3003426.00 116 3011045.25 117 3012860.00 118 3017211.00 119 3050531.50 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,AR,2.0605340003967285,"107 51624.507812 108 300827.250000 109 300916.343750 110 73193.898438 111 86424.101562 112 269485.156250 113 99224.414062 114 283065.781250 115 282952.406250 116 168358.765625 117 168358.765625 118 99781.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ITR,SARIMAX,2.51235294342041,"93 8229.218750 94 8229.218750 95 108787.859375 96 148.512329 97 1794.899170 98 -712.891296 99 1713.785400 100 -1713.211914 101 2173.145752 102 1394.610352 103 16368.574219 104 6294.455078 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,IPTU,MLP,2.567929744720459,"108 1.842111e+07 109 3.220421e+06 110 3.473925e+06 111 3.471706e+06 112 3.505416e+06 113 3.562151e+06 114 3.664580e+06 115 3.639182e+06 116 3.184564e+06 117 3.569649e+06 118 3.245619e+06 119 4.767452e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,ISS,MLP,2.0160350799560547,"108 7.817694e+06 109 7.367563e+06 110 7.901039e+06 111 8.034665e+06 112 8.124312e+06 113 8.046330e+06 114 8.095378e+06 115 8.304122e+06 116 8.254384e+06 117 8.756178e+06 118 8.519301e+06 119 9.094128e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,ITBI,MLP,2.2287044525146484,"108 3.043256e+06 109 3.091874e+06 110 3.215700e+06 111 3.279191e+06 112 3.363191e+06 113 3.432149e+06 114 3.541345e+06 115 3.237425e+06 116 3.222136e+06 117 3.279668e+06 118 3.357066e+06 119 3.336507e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,IRRF,SARIMAX,1.2665464878082275,"108 6543706.00 109 4160941.75 110 4166632.00 111 6186439.50 112 6208054.50 113 6190316.50 114 6208054.50 115 6208054.50 116 6190316.50 117 6190316.50 118 6208054.50 119 6228643.00 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do FPM,HWES,1.5515172481536865,"108 12920736.0 109 16457504.0 110 9167936.0 111 10112296.0 112 12920736.0 113 11311383.0 114 12920736.0 115 9231028.0 116 9741875.0 117 9167936.0 118 12920736.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,AR,1.366908311843872,"108 14729104.0 109 14849963.0 110 14795385.0 111 15960698.0 112 15882493.0 113 15830340.0 114 15816848.0 115 15912771.0 116 15909430.0 117 16140427.0 118 15958040.0 119 16636111.0 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,AR,1.788846492767334,"108 6.789086e+06 109 4.343496e+06 110 5.725063e+06 111 8.988305e+06 112 8.899943e+06 113 4.352306e+06 114 2.675726e+06 115 2.486279e+06 116 1.074808e+06 117 6.912321e+05 118 6.340281e+05 119 5.716472e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do ITR,SARIMAX,2.254570960998535,"107 10744.337891 108 10745.232422 109 10853.904297 110 12021.197266 111 12117.470703 112 11593.390625 113 11383.591797 114 10784.671875 115 6895.426270 116 77656.460938 117 3632.777344 118 6645.263184 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Transferencias LC 61_1989,SES,1.3178377151489258,"108 161735.312500 109 155236.484375 110 154783.531250 111 155527.062500 112 152556.843750 113 149136.140625 114 151479.500000 115 149136.140625 116 149136.140625 117 150940.796875 118 155527.062500 119 154900.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,IPTU,XGBoost,1.3773701190948486,"67 9036.262695 68 8117.832031 69 8166.102051 70 8292.186523 71 8188.117676 72 8166.108398 73 8282.875000 74 8117.875000 75 8139.656250 76 8292.186523 77 8252.725586 78 8182.134766 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,ISS,AR,1.8711843490600586,"108 8568.551758 109 8565.072266 110 8885.001953 111 21855.234375 112 8391.408203 113 20582.289062 114 12642.535156 115 10649.737305 116 8888.481445 117 12642.535156 118 11090.958008 119 12642.535156 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,ITBI,AR,1.6807663440704346,"86 4470.188965 87 4470.188965 88 4609.205566 89 2305.849609 90 2224.664062 91 5050.131836 92 1587.810181 93 4553.352051 94 5050.131836 95 4473.126465 96 4346.367188 97 1574.237671 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,IRRF,MLP,2.802830934524536,"108 25223.711172 109 55055.124004 110 58312.649960 111 63506.204749 112 74196.850719 113 69439.287543 114 64104.776419 115 75062.937735 116 74467.336575 117 83050.273071 118 81148.510414 119 172063.785858 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do FPM,HWES,5.140793323516846,"108 1.247632e+06 109 1.893786e+06 110 1.117040e+06 111 1.156650e+06 112 1.247713e+06 113 1.273168e+06 114 1.247856e+06 115 1.117040e+06 116 1.117040e+06 117 9.809508e+05 118 1.247713e+06 119 1.893786e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,SES,1.1477274894714355,"108 366799.25000 109 324727.25000 110 324778.21875 111 378586.90625 112 382855.62500 113 365797.09375 114 369541.46875 115 377747.25000 116 377747.25000 117 380350.56250 118 365978.87500 119 380516.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,AR,2.0222957134246826,"108 74795.296875 109 38575.019531 110 47296.304688 111 76739.687500 112 76715.914062 113 17879.431641 114 17964.972656 115 8248.158203 116 8248.158203 117 9116.838867 118 4433.990723 119 76761.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do ITR,XGBoost,1.3698995113372803,"95 1942.164917 96 1747.435181 97 12.255553 98 1725.972290 99 282.707611 100 12.255553 101 1725.972290 102 1742.020508 103 1941.863892 104 1942.164917 105 12.255553 106 289.127228 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Transferencias LC 61_1989,HWES,1.4067764282226562,"108 3397.645020 109 2980.090576 110 3225.398438 111 3173.295166 112 3097.469482 113 3291.906738 114 3360.783447 115 3121.607422 116 2757.287842 117 3044.561523 118 3225.376221 119 3335.029541 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,IPTU,MLP,3.1957528591156006,"108 489858.540166 109 118474.044933 110 112689.495651 111 87760.989265 112 146079.370497 113 132690.281843 114 114968.082109 115 94998.967643 116 92548.073431 117 66175.998102 118 129874.103501 119 102662.287773 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,ISS,SARIMAX,1.8735461235046387,"108 111529.210938 109 94707.304688 110 111529.210938 111 99900.117188 112 99900.117188 113 99936.460938 114 99936.460938 115 99936.460938 116 99936.460938 117 99936.460938 118 99936.460938 119 99936.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,ITBI,XGBoost,2.3247458934783936,"105 85368.835938 106 85361.421875 107 82922.664062 108 86286.765625 109 82922.664062 110 85460.828125 111 82915.796875 112 86319.390625 113 82922.664062 114 82922.664062 115 82922.664062 116 82922.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,IRRF,MLP,2.7905917167663574,"108 71611.622568 109 61181.779740 110 65502.113679 111 58593.440345 112 61245.709206 113 67407.438181 114 60303.446588 115 60993.011963 116 62286.245066 117 61147.009876 118 60338.893860 119 74348.139866 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do FPM,HWES,2.369069814682007,"108 1244957.250 109 1893774.000 110 1085436.125 111 1153519.125 112 1245229.375 113 1250287.125 114 1245229.375 115 1085436.125 116 1085436.125 117 980303.875 118 1245229.375 119 1893774.000 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,HWES,1.1398370265960693,"108 526829.31250 109 536256.93750 110 537224.43750 111 553162.56250 112 549742.68750 113 495537.15625 114 553162.56250 115 549740.68750 116 549740.68750 117 549742.68750 118 526826.50000 119 549742.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,XGBoost,1.2829337120056152,"108 194625.796875 109 138400.421875 110 176143.078125 111 194947.531250 112 203976.218750 113 194947.531250 114 83362.421875 115 54481.019531 116 20087.923828 117 41218.781250 118 20752.509766 119 203641.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do ITR,XGBoost,1.6802527904510498,"89 38.987808 90 38.987808 91 55.194805 92 142.489929 93 38.935852 94 17.010586 95 37.250187 96 434.752869 97 139.687866 98 106.994850 99 23.510979 100 458.228058 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Transferencias LC 61_1989,HWES,1.5395429134368896,"108 4642.687988 109 4340.551270 110 4546.748535 111 4636.456543 112 4573.391602 113 4814.641602 114 5080.043945 115 5340.959473 116 5036.945801 117 5141.051758 118 5169.933105 119 5131.159180 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,IPTU,MLP,2.4065358638763428,"86 42353.518695 87 50726.896835 88 123324.430579 89 220766.482041 90 61942.016384 91 62466.009109 92 71562.182410 93 78413.839496 94 82981.028083 95 88326.061813 96 104180.791061 97 117689.241302 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,ISS,MLP,1.5413215160369873,"96 35408.141396 97 40210.850518 98 39747.582226 99 37191.942584 100 36886.934763 101 38298.265506 102 38321.320487 103 37127.449681 104 38225.141452 105 37570.504203 106 38210.422030 107 40306.023900 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,ITBI,AR,1.5285391807556152,"96 6474.587891 97 8629.797852 98 57381.949219 99 13346.277344 100 7905.022461 101 10853.803711 102 7313.260254 103 4186.291016 104 25634.275391 105 11717.578125 106 26591.939453 107 11427.708008 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,IRRF,SARIMAX,1.444164752960205,"96 128817.945312 97 128817.945312 98 128817.945312 99 128817.945312 100 128817.945312 101 128817.945312 102 128817.945312 103 128817.945312 104 128817.945312 105 128817.945312 106 128817.945312 107 128817.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do FPM,AR,1.356757640838623,"96 1232304.125 97 1893772.250 98 1122756.625 99 1133290.625 100 1232546.375 101 1258203.375 102 1232546.375 103 1122756.625 104 1123113.000 105 965841.625 106 1232546.375 107 1893772.250 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,HWES,1.4287633895874023,"96 624228.6250 97 577184.6875 98 578646.0625 99 671957.6250 100 696154.6250 101 632698.1875 102 671957.6250 103 691442.3750 104 691442.3750 105 686877.2500 106 631662.5625 107 686877.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,SARIMAX,1.8123700618743896,"96 173270.390625 97 38078.593750 98 48755.343750 99 168501.578125 100 65310.972656 101 20709.876953 102 18110.679688 103 10619.004883 104 8464.084961 105 5381.752441 106 4151.791016 107 173270.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do ITR,XGBoost,1.7272834777832031,"88 1448.111084 89 1453.423828 90 1441.255493 91 1545.085571 92 1541.634766 93 1548.035889 94 1546.236572 95 1522.504395 96 10838.441406 97 10589.473633 98 1556.184692 99 1555.769775 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Transferencias LC 61_1989,HWES,1.7550067901611328,"96 5881.502441 97 5754.039551 98 5851.478027 99 6003.141113 100 5462.948730 101 5102.168457 102 5963.956543 103 5462.948730 104 5480.007812 105 5977.565430 106 5851.478027 107 6300.672852 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,IPTU,SARIMAX,2.0802266597747803,"108 109406.140625 109 109406.140625 110 122145.273438 111 168824.265625 112 608069.625000 113 272502.406250 114 168828.484375 115 168824.234375 116 103327.531250 117 120270.109375 118 113973.226562 119 168824.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,ISS,HWES,1.2946698665618896,"108 289390.15625 109 286653.84375 110 289390.15625 111 289390.15625 112 289471.62500 113 289471.62500 114 289471.62500 115 289471.62500 116 289471.62500 117 289471.62500 118 289471.62500 119 289471.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,ITBI,HWES,1.9872260093688965,"108 40202.968750 109 20585.908203 110 36029.207031 111 36037.335938 112 39505.960938 113 41620.511719 114 30470.818359 115 27609.917969 116 33720.601562 117 28079.074219 118 35384.382812 119 36188.886719 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,IRRF,SARIMAX,1.4534075260162354,"108 77224.179688 109 77391.562500 110 80277.625000 111 125605.585938 112 125264.273438 113 125263.875000 114 124795.328125 115 124795.328125 116 125264.273438 117 125264.273438 118 125263.875000 119 125264.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do FPM,MLP,1.185903787612915,"106 1.367876e+06 107 1.692761e+06 108 1.375033e+06 109 1.575683e+06 110 1.276941e+06 111 1.356313e+06 112 1.426155e+06 113 2.569005e+06 114 1.028160e+06 115 1.272042e+06 116 1.258311e+06 117 1.778919e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,MLP,2.088655710220337,"106 340148.995860 107 325475.497835 108 334038.107265 109 364725.543788 110 349550.916223 111 355932.708499 112 370433.108346 113 375308.722910 114 432760.261767 115 400664.053600 116 324056.514431 117 396484.051692 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,MLP,1.4521958827972412,"105 104508.012689 106 109275.777808 107 76204.306188 108 76843.658348 109 86889.064600 110 87650.909863 111 58543.037298 112 67338.236237 113 62652.965639 114 61222.821120 115 59927.803918 116 88781.567429 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do ITR,XGBoost,2.4717516899108887,"98 13421.284180 99 33345.746094 100 13324.601562 101 13352.625977 102 13361.320312 103 44147.378906 104 44147.378906 105 13395.509766 106 13360.930664 107 13421.284180 108 13335.594727 109 13299.030273 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Transferencias LC 61_1989,SES,2.3184382915496826,"105 2885.411865 106 5189.336914 107 4897.818848 108 4850.998535 109 3319.572754 110 3010.401611 111 2962.826660 112 4861.188965 113 4490.077637 114 18822.923828 115 4897.818848 116 4489.933105 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,IPTU,SARIMAX,1.6863739490509033,"91 -593.753418 92 -593.984070 93 11441.379883 94 30003.261719 95 120139.648438 96 9653.771484 97 3155.529785 98 4146.318359 99 4146.318359 100 -537.104858 101 150.925140 102 147.022003 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,ISS,XGBoost,1.3587279319763184,"96 272615.09375 97 272890.43750 98 272890.43750 99 272612.93750 100 273554.62500 101 273554.62500 102 273554.62500 103 270338.84375 104 272890.43750 105 273554.62500 106 273554.62500 107 273554.62500 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,ITBI,MLP,2.2409701347351074,"89 140037.794200 90 143681.391974 91 166081.545763 92 192099.988372 93 214251.037516 94 232678.737968 95 106761.813317 96 180589.299353 97 207323.374792 98 218876.385623 99 250245.977267 100 268802.137722 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,IRRF,MLP,1.1841576099395752,"96 36775.635993 97 37141.025663 98 39109.061758 99 39055.342322 100 44343.319777 101 38960.419523 102 39968.163718 103 31458.400893 104 32167.304507 105 31869.821575 106 32113.018424 107 32688.158537 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do FPM,MLP,1.2823333740234375,"89 9.760627e+05 90 9.330448e+05 91 1.024148e+06 92 9.398496e+05 93 9.851501e+05 94 1.100447e+06 95 1.121517e+06 96 1.319015e+06 97 1.088303e+06 98 1.069830e+06 99 1.186290e+06 100 1.489923e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,MLP,1.3058738708496094,"89 753602.078766 90 885479.331607 91 799559.611098 92 733553.161202 93 776281.614441 94 833736.723742 95 836416.161340 96 773591.350957 97 766221.376522 98 759542.081724 99 752193.416845 100 814500.384324 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,2.888911247253418,"89 30388.292969 90 18852.152344 91 5062.745117 92 5976.210938 93 4205.063965 94 4201.923828 95 30606.578125 96 52564.406250 97 7315.830078 98 7026.150879 99 7315.749512 100 30666.320312 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Transferencias LC 61_1989,XGBoost,1.4832868576049805,"59 7351.083008 60 7350.649902 61 7342.803711 62 7345.950684 63 7343.432617 64 7358.595215 65 7340.069336 66 7356.794922 67 7356.794922 68 7356.794922 69 7341.292480 70 7356.794922 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,IPTU,AR,2.210062026977539,"98 2046.529297 99 3587.771484 100 2282.455566 101 9804.232422 102 32449.251953 103 12704.969727 104 2289.123779 105 6872.923340 106 2289.123779 107 2259.702148 108 2759.827393 109 7602.860840 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,ISS,MLP,2.0913021564483643,"108 8671.794810 109 8875.661044 110 8862.476802 111 8882.014341 112 9007.953461 113 9072.153888 114 8983.442542 115 8904.598963 116 8977.173931 117 9052.457006 118 9100.005693 119 8806.841310 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,ITBI,XGBoost,1.6148886680603027,"102 6941.856445 103 4725.730957 104 2174.282715 105 8842.513672 106 5884.510742 107 1193.603027 108 4600.859863 109 2519.491699 110 4141.674316 111 9216.037109 112 2797.616943 113 6334.686523 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,IRRF,SARIMAX,1.9783542156219482,"107 57729.625000 108 57729.625000 109 58474.023438 110 58474.023438 111 58474.023438 112 58474.023438 113 57729.625000 114 58474.023438 115 58474.023438 116 58474.023438 117 58474.023438 118 111023.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do FPM,HWES,1.4058475494384766,"108 1.525860e+06 109 1.893769e+06 110 1.216058e+06 111 1.241698e+06 112 1.525513e+06 113 1.360263e+06 114 1.525513e+06 115 1.216058e+06 116 1.219704e+06 117 8.175579e+05 118 1.893769e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,HWES,1.2201542854309082,"108 454706.96875 109 422425.56250 110 423572.06250 111 450843.87500 112 451575.34375 113 437730.12500 114 451055.18750 115 450843.87500 116 450843.87500 117 447968.40625 118 449440.81250 119 447968.40625 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,HWES,1.8550426959991455,"107 27987.343750 108 21215.763672 109 55297.632812 110 27904.648438 111 22378.150391 112 20093.324219 113 15778.030273 114 15743.773438 115 1022.988586 116 5667.857910 117 5620.476562 118 58302.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ITR,XGBoost,1.5802195072174072,"87 13.273559 88 13.273559 89 20.053274 90 82.375359 91 96.239006 92 96.239006 93 1275.271240 94 2158.710205 95 2451.045410 96 2532.725586 97 2382.982666 98 1228.978271 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Transferencias LC 61_1989,SES,1.8523874282836914,"107 3793.209961 108 3886.953369 109 3936.712891 110 4043.849365 111 4090.082031 112 3934.195312 113 3966.490967 114 3945.662109 115 4276.562012 116 3961.154785 117 4006.470947 118 4296.899902 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,IPTU,SARIMAX,2.900282859802246,"96 3723.873291 97 3500.168701 98 3500.168701 99 3706.945801 100 4204.795898 101 33423.164062 102 4757.312988 103 3661.144531 104 4765.196777 105 3706.945801 106 4761.658691 107 4210.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,ISS,MLP,1.6697602272033691,"108 10196.437015 109 9954.077488 110 10368.767351 111 10693.745746 112 12349.340086 113 11461.900588 114 10936.230131 115 10996.922870 116 10866.804834 117 10897.446895 118 11050.423037 119 12642.306145 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,ITBI,XGBoost,2.2245700359344482,"87 23030.695312 88 22896.689453 89 23097.994141 90 22896.689453 91 22864.087891 92 23097.994141 93 22994.261719 94 23034.490234 95 22994.273438 96 22994.273438 97 23030.695312 98 22994.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,IRRF,MLP,1.7795138359069824,"97 54925.669126 98 65219.005046 99 75689.468777 100 89489.231302 101 98263.844281 102 107437.187886 103 125736.839420 104 136132.707222 105 154988.463344 106 181366.871703 107 207786.364245 108 255592.888724 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do FPM,HWES,1.2938425540924072,"108 1.206856e+06 109 1.893770e+06 110 1.066320e+06 111 1.147554e+06 112 1.206858e+06 113 1.224780e+06 114 1.197495e+06 115 1.062396e+06 116 1.067994e+06 117 9.912269e+05 118 1.206858e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,HWES,2.037229537963867,"108 418804.40625 109 412391.15625 110 415661.46875 111 418651.96875 112 425553.59375 113 418339.71875 114 424161.93750 115 424433.34375 116 424229.43750 117 419082.90625 118 425553.59375 119 419082.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,AR,2.0367257595062256,"107 36838.628906 108 29913.589844 109 37721.792969 110 45154.031250 111 21916.320312 112 1281.181763 113 1233.239502 114 1348.361938 115 1281.181763 116 1233.322144 117 1281.181763 118 44495.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ITR,AR,1.8200311660766602,"69 634.369812 70 416.805115 71 97.125221 72 273.106628 73 743.836365 74 397.082031 75 419.276703 76 1229.013184 77 414.021057 78 923.066895 79 1304.674072 80 1203.237305 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Transferencias LC 61_1989,HWES,1.5367977619171143,"108 2874.408203 109 2574.971924 110 2629.592285 111 2770.260010 112 2595.928467 113 2837.488770 114 2700.454346 115 2756.226074 116 2824.753418 117 2650.809570 118 2664.322266 119 2680.972656 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,IPTU,MLP,1.996462345123291,"108 5.223759e+06 109 1.351587e+06 110 1.209482e+06 111 9.693090e+05 112 1.131005e+06 113 9.329190e+05 114 8.956824e+05 115 8.831881e+05 116 8.636583e+05 117 8.781789e+05 118 8.533917e+05 119 1.011027e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,ISS,SARIMAX,1.6019303798675537,"108 159783.828125 109 166272.765625 110 174571.671875 111 176274.093750 112 172365.312500 113 176247.968750 114 175797.828125 115 159783.828125 116 173135.171875 117 174571.671875 118 174571.671875 119 159783.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,ITBI,SES,1.154733657836914,"108 149017.953125 109 148978.890625 110 159585.125000 111 148978.890625 112 151760.703125 113 172428.187500 114 174827.718750 115 164059.515625 116 166920.546875 117 167048.250000 118 162730.406250 119 167043.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,IRRF,XGBoost,1.2659549713134766,"107 398796.03125 108 394510.84375 109 400436.68750 110 400458.68750 111 400458.68750 112 400436.68750 113 397713.15625 114 400461.12500 115 397713.15625 116 400436.68750 117 400436.68750 118 400436.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do FPM,SARIMAX,1.430755615234375,"108 2257177.500 109 3787537.500 110 1904746.750 111 1831425.500 112 2680546.250 113 2085226.625 114 3787537.500 115 2257177.500 116 2680546.250 117 1911762.625 118 2681723.250 119 3787537.500 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,HWES,1.2861919403076172,"108 859437.0625 109 852399.7500 110 851426.1875 111 855437.7500 112 863743.6875 113 859429.5000 114 858344.8750 115 858344.8750 116 858344.8750 117 858344.8750 118 855820.6250 119 855732.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,XGBoost,2.5446999073028564,"99 184383.421875 100 187615.343750 101 184383.421875 102 184383.828125 103 184387.562500 104 184378.578125 105 185069.031250 106 184043.000000 107 186167.078125 108 186247.312500 109 186176.593750 110 184136.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do ITR,SES,2.1007797718048096,"77 4583.102539 78 3751.534912 79 2450.724854 80 3751.777588 81 2450.724854 82 3688.147461 83 3735.779541 84 3688.147461 85 221.041031 86 33114.792969 87 984.243896 88 984.243896 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Transferencias LC 61_1989,MLP,2.0881385803222656,"95 5536.872756 96 5521.148067 97 5633.602009 98 5692.675431 99 5723.924676 100 5764.314551 101 5772.273360 102 5790.957235 103 5850.937014 104 5855.650773 105 5785.627544 106 5789.310407 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,IPTU,XGBoost,2.075200319290161,"67 69864.281250 68 72991.953125 69 565788.062500 70 564847.937500 71 565101.625000 72 565017.500000 73 565611.437500 74 565101.625000 75 567473.375000 76 568652.187500 77 567907.625000 78 567779.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,ISS,SARIMAX,1.292313575744629,"92 72490.640625 93 72386.625000 94 72546.304688 95 72546.304688 96 72546.304688 97 72546.304688 98 72546.304688 99 72546.304688 100 72546.304688 101 72546.304688 102 72546.304688 103 72490.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,ITBI,MLP,2.7207767963409424,"90 2.449875e+05 91 3.157381e+05 92 4.133305e+05 93 5.372523e+05 94 7.267684e+05 95 9.774505e+05 96 1.279720e+06 97 1.709692e+06 98 2.293203e+06 99 3.073313e+06 100 3.683589e+06 101 5.201077e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,IRRF,MLP,3.1080710887908936,"92 66249.964013 93 58747.886534 94 60511.221255 95 60540.768243 96 59936.888710 97 60374.801950 98 59978.523022 99 59177.801581 100 59534.960171 101 62815.100561 102 59911.248485 103 77177.427838 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do FPM,HWES,3.7678382396698,"92 1346650.500 93 1893768.625 94 1125193.625 95 1150407.500 96 1459398.750 97 1361844.875 98 1486716.375 99 1125193.625 100 1125507.875 101 1018465.250 102 1459398.750 103 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,SARIMAX,1.278022289276123,"92 743942.875000 93 744544.750000 94 744706.187500 95 753456.187500 96 779619.937500 97 745192.562500 98 753097.375000 99 781553.937500 100 781553.937500 101 415990.750000 102 748330.812500 103 228832.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,HWES,1.8577086925506592,"92 173508.515625 93 77981.960938 94 92512.101562 95 173508.515625 96 175063.593750 97 38382.800781 98 18714.535156 99 21979.636719 100 21850.017578 101 14568.261719 102 14568.261719 103 175447.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ITR,XGBoost,1.5217766761779785,"67 151.575607 68 75.886597 69 12.433617 70 38.385937 71 12.433617 72 193.158829 73 7.038427 74 115.525833 75 17.913984 76 26.147964 77 39.417118 78 1611.358154 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Transferencias LC 61_1989,XGBoost,1.7095141410827637,"92 12080.370117 93 12102.777344 94 12042.865234 95 12197.239258 96 12132.083008 97 12191.190430 98 12197.071289 99 12092.871094 100 12159.591797 101 12196.746094 102 12042.865234 103 11968.959961 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,IPTU,HWES,1.2663979530334473,"108 49698.125000 109 255299.218750 110 362785.000000 111 362826.312500 112 362785.687500 113 362206.593750 114 266769.406250 115 362206.593750 116 362206.593750 117 256890.468750 118 257249.453125 119 257249.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,ISS,XGBoost,1.2284526824951172,"108 84068.546875 109 88648.757812 110 85613.718750 111 88648.757812 112 85613.718750 113 88648.757812 114 85861.148438 115 88648.757812 116 88648.757812 117 85975.812500 118 88648.757812 119 88648.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,ITBI,XGBoost,2.3078713417053223,"108 19557.984375 109 22469.214844 110 22043.498047 111 24857.669922 112 22043.498047 113 22700.718750 114 20443.263672 115 22100.775391 116 17610.769531 117 13955.708984 118 16577.998047 119 17788.992188 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,IRRF,SARIMAX,2.169738292694092,"106 112055.679688 107 112055.679688 108 112055.679688 109 112055.679688 110 112055.679688 111 112055.679688 112 112055.679688 113 112055.679688 114 112055.679688 115 112055.679688 116 112055.679688 117 112055.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do FPM,HWES,1.2947471141815186,"108 1336065.250 109 1893768.875 110 1103015.250 111 1143547.000 112 1340753.500 113 1358470.000 114 1340753.500 115 1103015.250 116 1107106.125 117 1058949.375 118 1340753.500 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,HWES,0.9107465744018555,"108 705350.1875 109 650362.6250 110 698642.9375 111 739157.0000 112 746037.6875 113 731322.0625 114 719280.5625 115 739157.0000 116 739157.0000 117 739157.0000 118 746037.6875 119 716716.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,AR,1.6159987449645996,"108 157294.875000 109 145013.515625 110 175578.015625 111 157294.906250 112 156795.765625 113 86552.539062 114 62286.671875 115 63346.140625 116 22285.330078 117 17752.111328 118 17752.111328 119 156908.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do ITR,XGBoost,2.337834358215332,"88 465.490845 89 468.285217 90 513.646179 91 498.384338 92 463.112335 93 500.371765 94 502.279449 95 502.279449 96 1484.808960 97 1472.098389 98 311.096619 99 311.599731 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,IPTU,SARIMAX,1.9881672859191895,"101 737.807739 102 609.654785 103 236.336456 104 1724.145996 105 133285.843750 106 74470.601562 107 1845.244751 108 1845.231079 109 976.275330 110 976.275330 111 129.381439 112 372.120728 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,ISS,SES,1.4323523044586182,"108 22213.958984 109 23767.599609 110 19094.732422 111 24331.921875 112 22929.822266 113 22973.808594 114 23502.593750 115 19094.732422 116 23924.095703 117 22973.808594 118 22908.240234 119 24331.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,ITBI,SES,2.3501858711242676,"102 25724.367188 103 3770.963135 104 4960.037109 105 10405.231445 106 3163.228027 107 10629.429688 108 2686.287598 109 2702.113525 110 6415.914551 111 -96.811325 112 6665.439453 113 9166.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,IRRF,MLP,2.0203754901885986,"104 42713.471925 105 42313.873624 106 37890.293520 107 36889.092327 108 37367.767146 109 37820.258006 110 38678.877554 111 39499.962855 112 40639.982662 113 41516.600454 114 42859.870558 115 43177.723922 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do FPM,HWES,1.2966129779815674,"108 1.256078e+06 109 1.893642e+06 110 9.874171e+05 111 1.152441e+06 112 1.111121e+06 113 1.450538e+06 114 1.256053e+06 115 9.874171e+05 116 1.011216e+06 117 9.853172e+05 118 1.256053e+06 119 1.893642e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,HWES,1.4219155311584473,"108 525230.93750 109 508113.78125 110 499504.53125 111 508662.87500 112 506654.21875 113 510816.84375 114 819058.56250 115 817046.81250 116 817046.81250 117 819313.12500 118 818188.93750 119 819313.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,MLP,2.243295431137085,"107 169810.617474 108 42182.315678 109 55521.968346 110 78496.759504 111 66593.102019 112 35665.826896 113 36204.051748 114 32050.233967 115 32101.539690 116 33671.400465 117 34790.177344 118 369282.068735 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do ITR,XGBoost,1.6817512512207031,"74 9.286364 75 211.265045 76 211.226151 77 158.390854 78 51.523315 79 998.514832 80 933.278809 81 53.135468 82 0.246151 83 -27.214544 84 179.272659 85 -84.370781 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,IPTU,SES,2.2054262161254883,"69 627.982849 70 260.470856 71 237.808212 72 248.020370 73 300.318787 74 480.206818 75 477.730072 76 240.401489 77 477.730072 78 477.730072 79 477.730072 80 477.730072 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,ISS,MLP,2.2475168704986572,"88 43723.655275 89 47656.177082 90 48594.736781 91 49083.419107 92 44981.985991 93 50860.159534 94 45453.426762 95 50204.784301 96 52460.713810 97 50048.254227 98 56239.414198 99 54842.157408 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,ITBI,XGBoost,2.9874472618103027,"76 15772.218750 77 15691.198242 78 15689.854492 79 16196.328125 80 15541.230469 81 15068.773438 82 17278.619141 83 15550.010742 84 15541.230469 85 15541.230469 86 15550.010742 87 15346.723633 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,IRRF,MLP,2.077136754989624,"88 31198.377473 89 32403.236087 90 33159.064564 91 34176.118040 92 35063.422042 93 38217.126062 94 38243.983985 95 40498.363345 96 40238.074030 97 41835.375298 98 43107.781283 99 53472.675405 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do FPM,SARIMAX,1.0910584926605225,"88 1706399.625 89 1811506.375 90 1120395.875 91 1706399.625 92 1706399.625 93 1706399.625 94 1811506.375 95 1706399.625 96 1298163.125 97 1298017.875 98 1811532.000 99 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,SES,1.1155359745025635,"88 339077.81250 89 441659.59375 90 428257.62500 91 418671.93750 92 416021.56250 93 431751.62500 94 418671.93750 95 428579.90625 96 418671.93750 97 334204.15625 98 338719.50000 99 428257.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,MLP,1.9280486106872559,"87 81080.934366 88 20223.467719 89 30739.106130 90 52479.216680 91 51487.344484 92 21013.199407 93 17262.677728 94 19218.867578 95 16198.190061 96 19719.959829 97 17467.998260 98 114163.140684 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ITR,XGBoost,1.3882286548614502,"66 868.394653 67 876.308899 68 56.132385 69 734.685913 70 876.308899 71 987.936523 72 964.869385 73 719.132385 74 860.755371 75 860.755371 76 1.608439 77 763.379517 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Transferencias LC 61_1989,AR,1.403207778930664,"88 4217.680664 89 4394.932129 90 4409.939941 91 4359.391113 92 4001.405029 93 3707.919678 94 4325.511719 95 3877.422363 96 4322.360840 97 4079.155273 98 3597.385986 99 4040.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,IPTU,AR,2.494837522506714,"88 26394.986328 89 17392.125000 90 17385.498047 91 17390.228516 92 14878.973633 93 24998.673828 94 24962.429688 95 25277.326172 96 25664.064453 97 24728.937500 98 25295.257812 99 25295.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,ISS,SARIMAX,2.430809497833252,"108 32273.894531 109 26257.953125 110 26257.953125 111 26257.953125 112 26257.953125 113 26257.953125 114 25235.640625 115 30488.492188 116 30488.492188 117 35799.308594 118 25235.640625 119 26763.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,ITBI,MLP,1.7071011066436768,"97 7183.390982 98 7543.932738 99 7928.452729 100 9889.399482 101 7784.186905 102 9881.295022 103 7977.364967 104 8194.814427 105 7427.717446 106 7894.672064 107 7654.365584 108 9702.150447 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,IRRF,MLP,1.7789149284362793,"108 38452.125866 109 41349.501541 110 41897.975251 111 41352.527047 112 39580.869697 113 39686.363673 114 39662.146081 115 39487.266477 116 39828.341276 117 39908.499175 118 40242.358776 119 50235.784382 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do FPM,HWES,1.4434332847595215,"108 1223711.500 109 1893962.875 110 1113431.500 111 1153034.250 112 1224817.000 113 1244268.750 114 1224852.250 115 1113431.500 116 1113431.500 117 968362.625 118 1224817.000 119 1893962.875 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,HWES,1.1763741970062256,"108 349784.71875 109 277315.43750 110 299545.46875 111 338182.09375 112 376355.59375 113 353925.28125 114 377525.50000 115 377542.96875 116 377542.96875 117 384822.93750 118 380357.62500 119 384822.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,AR,1.695417881011963,"108 81921.578125 109 93735.382812 110 61007.085938 111 80509.445312 112 62731.167969 113 52219.050781 114 36321.929688 115 9533.999023 116 11384.710938 117 7614.480957 118 7443.214355 119 80853.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ITR,XGBoost,2.278115749359131,"94 5869.638672 95 5899.130859 96 5880.486328 97 5879.229492 98 5892.656250 99 5886.231445 100 5885.736328 101 5885.367676 102 5903.720215 103 5885.535156 104 5869.797852 105 5869.592285 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Transferencias LC 61_1989,HWES,2.130401849746704,"108 3567.182861 109 3275.055420 110 3486.111328 111 3522.865723 112 3697.434570 113 4008.832275 114 3859.143799 115 3715.049561 116 3694.444092 117 3557.836426 118 3568.737305 119 3525.158447 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,HWES,1.7067539691925049,"88 103.869377 89 98.817383 90 75.416451 91 1633.683594 92 313.386078 93 124.981491 94 186.848434 95 74.828468 96 58.084152 97 93.264412 98 147.309601 99 115.856201 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,XGBoost,1.5196945667266846,"107 8428.869141 108 10194.123047 109 9225.854492 110 9314.231445 111 10135.817383 112 9203.706055 113 9113.879883 114 9153.020508 115 9206.782227 116 9206.782227 117 9177.940430 118 10153.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,AR,1.8381316661834717,"94 11127.295898 95 8647.424805 96 16454.183594 97 12095.171875 98 12827.800781 99 14555.287109 100 13078.184570 101 3920.297363 102 3983.578613 103 10399.650391 104 4301.621094 105 13936.291992 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,IRRF,SARIMAX,1.6743545532226562,"101 58429.363281 102 58453.656250 103 58515.937500 104 58515.937500 105 58515.937500 106 58453.656250 107 58514.562500 108 58453.656250 109 58514.562500 110 58515.937500 111 58450.605469 112 58515.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do FPM,HWES,1.302337408065796,"108 1.298756e+06 109 1.893769e+06 110 1.106556e+06 111 1.167861e+06 112 1.298756e+06 113 1.278003e+06 114 1.298756e+06 115 1.106556e+06 116 1.108464e+06 117 9.681428e+05 118 1.298756e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,HWES,1.4008572101593018,"108 303617.59375 109 250874.21875 110 290183.18750 111 301325.25000 112 319046.12500 113 303122.84375 114 292318.34375 115 344774.68750 116 345723.62500 117 317373.96875 118 300640.40625 119 317392.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,MLP,2.2758371829986572,"107 68943.658908 108 37412.554651 109 33964.813874 110 36989.414704 111 28684.365987 112 29066.564463 113 15155.008386 114 16012.461182 115 17076.925997 116 15672.321309 117 14995.175849 118 59543.553682 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ITR,XGBoost,2.1663215160369873,"60 64.593781 61 388.672455 62 133.553558 63 132.654526 64 102.571938 65 163.951096 66 706.559143 67 17.000565 68 185.967270 69 87.892586 70 167.530045 71 430.829926 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Transferencias LC 61_1989,XGBoost,1.8851921558380127,"60 17575.136719 61 17575.777344 62 17575.666016 63 17575.136719 64 17576.294922 65 17576.294922 66 17578.171875 67 17576.294922 68 17578.619141 69 17575.556641 70 17576.294922 71 17576.720703 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,SARIMAX,1.9072794914245605,"104 1.106724e+06 105 9.145161e+05 106 4.985374e+06 107 9.145161e+05 108 9.145161e+05 109 9.145161e+05 110 9.145161e+05 111 9.145161e+05 112 9.145161e+05 113 9.145161e+05 114 9.145161e+05 115 7.549663e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,ISS,HWES,1.2283470630645752,"104 657975.1875 105 666633.3750 106 666545.5625 107 666511.8750 108 666511.8750 109 666464.3125 110 666468.5625 111 662179.3125 112 666498.7500 113 662179.3125 114 666548.3125 115 666514.6250 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,SES,1.8876674175262451,"104 255055.562500 105 255152.281250 106 250973.000000 107 218520.765625 108 287575.781250 109 251843.562500 110 255348.875000 111 219876.843750 112 238089.265625 113 273929.968750 114 238089.265625 115 238089.265625 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,IRRF,XGBoost,1.3782353401184082,"104 1167171.750 105 1167171.750 106 1167195.875 107 1167171.750 108 1167171.750 109 1167171.750 110 1167171.750 111 1167171.750 112 1167171.750 113 1167171.750 114 1167171.750 115 1179406.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do FPM,AR,1.2278962135314941,"104 3885902.00 105 6312562.00 106 3388421.00 107 3799202.75 108 4804475.00 109 3885891.50 110 5430635.00 111 3388421.00 112 3410459.25 113 3386301.00 114 4804475.00 115 6312562.00 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,SES,1.1385867595672607,"104 3910425.50 105 3880500.25 106 3886287.00 107 3898641.50 108 3895158.75 109 3925329.00 110 3898650.00 111 3895680.75 112 3898820.00 113 3887328.25 114 3893010.50 115 3887328.25 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,AR,1.8849618434906006,"104 1.409782e+06 105 6.151544e+05 106 6.104654e+05 107 1.295487e+06 108 1.023216e+06 109 4.573013e+05 110 4.638634e+05 111 3.561544e+05 112 3.658833e+05 113 1.821745e+05 114 2.073286e+05 115 4.420498e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ITR,XGBoost,3.0477242469787598,"99 80439.140625 100 63591.625000 101 62065.855469 102 62839.722656 103 63363.109375 104 62298.765625 105 61163.703125 106 79686.546875 107 152608.203125 108 811690.437500 109 151998.296875 110 152608.203125 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Transferencias LC 61_1989,AR,1.1822333335876465,"104 23138.023438 105 27980.447266 106 34702.117188 107 34108.644531 108 34151.945312 109 33764.542969 110 33916.015625 111 33280.382812 112 33780.429688 113 30087.884766 114 33415.789062 115 33957.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,XGBoost,2.058222770690918,"76 3452.762939 77 3692.118896 78 48729.316406 79 1480.523315 80 9062.363281 81 9109.337891 82 1531.634399 83 1124.448242 84 1720.364624 85 2503.038330 86 905.753723 87 738.342163 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,ISS,XGBoost,2.320232391357422,"92 16786.753906 93 16908.931641 94 20931.035156 95 21372.085938 96 16631.714844 97 21174.605469 98 21174.792969 99 20931.035156 100 21174.605469 101 21178.779297 102 18763.812500 103 21176.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,SES,2.0571415424346924,"78 32131.906250 79 34651.218750 80 32206.087891 81 37626.589844 82 34626.117188 83 36545.089844 84 34651.218750 85 34651.218750 86 34709.386719 87 33305.628906 88 30771.218750 89 30770.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,IRRF,MLP,2.3046417236328125,"80 23190.488374 81 26795.440912 82 27203.784007 83 26726.567056 84 31096.690327 85 27351.330634 86 27878.427594 87 27028.692409 88 25727.554195 89 25168.629576 90 24926.313602 91 44822.343251 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do FPM,SARIMAX,1.4685077667236328,"92 1533932.375 93 1781506.500 94 1596256.750 95 1533932.375 96 1725611.625 97 1533932.375 98 1781339.750 99 1781405.000 100 1533668.750 101 1533668.750 102 1781339.750 103 1781506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,SES,1.3793931007385254,"89 556523.0000 90 553722.3125 91 553735.8750 92 570524.2500 93 553735.8750 94 570524.2500 95 570524.2500 96 553733.5625 97 570520.4375 98 570518.3125 99 570504.9375 100 556522.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,XGBoost,2.4672060012817383,"89 165491.656250 90 161488.406250 91 85809.390625 92 86846.046875 93 84670.640625 94 164475.000000 95 164744.187500 96 164671.312500 97 165554.015625 98 165509.734375 99 161488.390625 100 85809.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ITR,XGBoost,2.7761170864105225,"72 640.755554 73 883.345581 74 860.425964 75 879.196960 76 883.345581 77 861.594666 78 881.788147 79 2376.903076 80 2400.066895 81 2250.204590 82 973.032349 83 862.976135 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Transferencias LC 61_1989,HWES,1.5898792743682861,"80 5959.054199 81 6174.924805 82 5733.256348 83 5960.727539 84 6258.397949 85 6160.469238 86 5957.170410 87 5023.966797 88 5959.054199 89 6064.514160 90 6058.741699 91 6949.548340 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,AR,1.8130435943603516,"105 4918.432617 106 130188.468750 107 17153.783203 108 824.580750 109 2026.087891 110 5968.322754 111 2214.981445 112 4467.756836 113 4503.559570 114 3008.344727 115 3327.324707 116 2214.981445 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,ISS,Prophet,1.2327370643615723,"108 46485.980469 109 42804.593750 110 40155.187500 111 40469.957031 112 47393.222656 113 40295.292969 114 48154.988281 115 40763.093750 116 47550.050781 117 44601.289062 118 48154.988281 119 43516.746094 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,MLP,1.5734524726867676,"105 15137.140523 106 22590.657064 107 17732.262252 108 27731.630372 109 40190.948406 110 22250.102449 111 23620.269361 112 55305.233691 113 23370.390108 114 23969.095676 115 27134.610721 116 27206.932132 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,IRRF,HWES,3.6235759258270264,"108 35559.429688 109 48620.531250 110 48620.531250 111 42628.593750 112 95178.484375 113 52497.867188 114 48620.531250 115 49622.304688 116 46212.234375 117 49982.746094 118 50984.519531 119 58960.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do FPM,HWES,1.447204828262329,"108 1650204.000 109 1894034.500 110 1792640.625 111 1649685.875 112 1650554.125 113 1650554.125 114 1652279.500 115 1792640.625 116 1792640.625 117 1084403.750 118 1650554.125 119 1894034.500 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,HWES,1.1362528800964355,"108 829465.4375 109 796018.6250 110 806127.3750 111 809278.6875 112 848309.2500 113 807816.9375 114 810073.0000 115 841563.1250 116 841563.1250 117 855717.8750 118 808505.8125 119 768857.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,AR,2.5340869426727295,"108 171607.093750 109 33433.136719 110 199170.218750 111 163899.984375 112 32570.046875 113 34701.699219 114 4816.494629 115 11595.248047 116 2798.560303 117 11888.791016 118 4502.042969 119 199846.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ITR,XGBoost,2.3641536235809326,"97 144.027542 98 102.689430 99 94.771477 100 132.155502 101 94.771477 102 120.457748 103 94.771477 104 140.851181 105 1890.357910 106 2723.051514 107 228.535461 108 245.754593 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,IPTU,MLP,2.600471258163452,"108 1.422348e+07 109 2.587977e+06 110 3.228042e+06 111 2.787922e+06 112 2.468033e+06 113 2.532965e+06 114 2.496231e+06 115 2.755049e+06 116 2.505327e+06 117 2.791116e+06 118 2.434225e+06 119 2.896169e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,ISS,SARIMAX,1.4144725799560547,"108 947910.3125 109 941744.4375 110 942042.6250 111 941970.7500 112 941196.7500 113 941970.7500 114 941960.3125 115 947982.6250 116 941196.7500 117 942042.6250 118 941196.7500 119 942042.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,ITBI,MLP,1.2874937057495117,"108 1.477526e+06 109 1.021944e+06 110 1.178511e+06 111 1.030902e+06 112 1.082841e+06 113 1.081438e+06 114 1.178759e+06 115 1.090726e+06 116 1.030880e+06 117 1.218200e+06 118 1.066662e+06 119 1.169941e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,IRRF,SES,1.8835551738739014,"76 1416618.625 77 1283336.375 78 1283206.625 79 1283302.125 80 1282972.500 81 1283302.125 82 1283147.000 83 1282972.500 84 1283302.125 85 1283302.125 86 1283302.125 87 1283147.000 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do FPM,HWES,1.7993462085723877,"108 3817413.25 109 6937465.50 110 3574301.00 111 3820210.00 112 3817412.00 113 4457194.50 114 3881375.00 115 3558950.50 116 3531597.75 117 3480376.75 118 4319525.50 119 6921685.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,SES,1.6988105773925781,"106 1748903.750 107 1595835.000 108 1621763.875 109 1700932.500 110 1846697.375 111 1745521.250 112 1844473.875 113 1844473.875 114 1762117.250 115 1814086.375 116 1804108.500 117 1856453.500 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,AR,2.3776886463165283,"107 1.436037e+06 108 1.052138e+06 109 1.052138e+06 110 1.435625e+06 111 1.436064e+06 112 8.168831e+05 113 5.484472e+05 114 3.990431e+05 115 3.828798e+05 116 1.752133e+05 117 1.752133e+05 118 1.055151e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ITR,HWES,1.9558427333831787,"73 88.871964 74 -283.316284 75 -296.624695 76 -157.893250 77 -284.450562 78 -238.123230 79 -284.450562 80 -284.450562 81 1257.946167 82 1733.315552 83 -323.713776 84 -294.878845 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,IPTU,XGBoost,2.0788862705230713,"88 15782.596680 89 9316.553711 90 9982.297852 91 15054.442383 92 15053.848633 93 12517.060547 94 12550.041016 95 12189.974609 96 12659.837891 97 12253.532227 98 12661.685547 99 15787.932617 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,ISS,XGBoost,1.833756685256958,"88 12594.397461 89 13185.189453 90 13108.826172 91 12516.407227 92 12714.605469 93 13108.826172 94 13016.868164 95 12856.539062 96 12352.994141 97 13107.188477 98 12352.994141 99 11989.008789 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,ITBI,XGBoost,1.8675153255462646,"88 6462.742676 89 6489.212891 90 7665.557617 91 13053.833008 92 7573.270508 93 12542.172852 94 7573.270508 95 13232.626953 96 13159.486328 97 7573.270508 98 7573.270508 99 13233.106445 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,IRRF,XGBoost,1.7823140621185303,"88 69310.179688 89 69316.968750 90 69315.289062 91 69316.968750 92 69316.968750 93 69316.968750 94 69316.968750 95 69310.648438 96 69316.968750 97 69310.648438 98 69310.648438 99 69310.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do FPM,MLP,1.1674535274505615,"88 1.174791e+06 89 1.374836e+06 90 1.101328e+06 91 1.186555e+06 92 1.247311e+06 93 1.215129e+06 94 1.397869e+06 95 1.206358e+06 96 1.171804e+06 97 1.156252e+06 98 1.277592e+06 99 1.588531e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,HWES,1.2299494743347168,"88 260389.390625 89 348362.937500 90 348362.937500 91 349207.750000 92 347769.375000 93 349207.750000 94 347782.281250 95 347768.687500 96 348165.468750 97 343564.656250 98 260629.218750 99 347832.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,MLP,1.7290451526641846,"88 64084.630702 89 28555.746571 90 44864.494048 91 60647.040263 92 34148.585283 93 22884.617379 94 19791.262159 95 20790.309854 96 14688.806137 97 13427.538774 98 13957.868254 99 124043.252255 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do ITR,XGBoost,1.5535423755645752,"73 4158.884277 74 2130.759277 75 77.191795 76 118.428955 77 4969.357422 78 4891.492188 79 4353.533691 80 77.191795 81 74.946449 82 76.590515 83 77.191795 84 4353.538574 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Transferencias LC 61_1989,AR,1.8809919357299805,"52 3125.069092 53 2479.323486 54 3309.665039 55 3311.770264 56 3224.878418 57 3224.878418 58 3313.638916 59 4760.951172 60 3370.219727 61 3378.173584 62 4183.245605 63 3337.886719 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,2.600132465362549,"82 6834.552734 83 5845.114746 84 27470.675781 85 21133.519531 86 21349.380859 87 474.563416 88 179.476135 89 978.040710 90 27624.937500 91 27567.412109 92 27572.625000 93 27572.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,ISS,MLP,1.4013330936431885,"108 38815.712982 109 38349.897313 110 40482.388343 111 39997.375084 112 42130.064711 113 44806.317248 114 41161.192081 115 39569.883514 116 40884.070950 117 40670.705041 118 38588.562965 119 40961.404858 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,XGBoost,1.629495620727539,"101 1092.976440 102 751.611633 103 3763.934570 104 773.223206 105 2181.456299 106 11599.257812 107 3495.625000 108 1366.432129 109 1636.040894 110 974.058289 111 1006.285889 112 1049.349487 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,IRRF,MLP,2.0983986854553223,"103 100814.416989 104 100642.786795 105 112708.179404 106 114545.960848 107 118889.675490 108 124517.833918 109 118870.239947 110 118268.432163 111 130941.156732 112 125991.475040 113 130824.504515 114 171038.065050 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do FPM,HWES,1.7347016334533691,"108 1.228383e+06 109 1.893771e+06 110 1.047909e+06 111 1.142368e+06 112 1.228914e+06 113 1.244930e+06 114 1.228914e+06 115 1.047909e+06 116 1.046511e+06 117 9.284135e+05 118 1.228914e+06 119 1.893771e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.1822047233581543,"108 1328623.750 109 1308588.625 110 1314798.250 111 1328469.000 112 1328177.000 113 1324042.000 114 1328469.000 115 1328462.250 116 1328469.000 117 1328177.000 118 1328469.000 119 1318846.875 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,AR,2.1666464805603027,"108 178297.609375 109 48275.507812 110 126833.507812 111 123559.367188 112 48498.007812 113 17860.779297 114 17602.486328 115 17119.802734 116 18272.027344 117 17119.802734 118 17302.910156 119 183937.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ITR,XGBoost,1.583012580871582,"91 137.834076 92 80.051888 93 99.428368 94 100.361488 95 112.202560 96 3041.064697 97 3017.351807 98 4203.027344 99 4205.008301 100 4218.192871 101 4203.234375 102 3003.619385 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Transferencias LC 61_1989,HWES,1.2685999870300293,"108 10826.453125 109 11298.900391 110 13621.663086 111 12249.544922 112 12184.649414 113 12230.621094 114 12823.637695 115 12696.709961 116 12658.994141 117 12160.226562 118 12510.670898 119 12450.763672 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,IPTU,SARIMAX,2.6345882415771484,"105 35303.238281 106 34835.941406 107 171176.203125 108 170119.015625 109 999107.812500 110 306855.156250 111 148361.562500 112 144157.875000 113 147786.593750 114 147786.593750 115 147786.593750 116 144156.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,ISS,SARIMAX,1.351449966430664,"108 224212.078125 109 238444.718750 110 224212.078125 111 225361.984375 112 226981.750000 113 225361.984375 114 226981.750000 115 224212.328125 116 224212.328125 117 224212.328125 118 225362.234375 119 224212.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,ITBI,XGBoost,1.4969732761383057,"108 36911.789062 109 25170.074219 110 34354.691406 111 44611.015625 112 41899.093750 113 61068.003906 114 60724.222656 115 66029.335938 116 63186.667969 117 15913.251953 118 19517.517578 119 14578.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,IRRF,Prophet,1.111894130706787,"108 182807.562500 109 278452.562500 110 244106.296875 111 278502.093750 112 278502.093750 113 244106.296875 114 278502.093750 115 278452.562500 116 244106.296875 117 244106.296875 118 244092.453125 119 278452.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do FPM,AR,1.7264842987060547,"108 2341217.000 109 3156281.000 110 1697127.875 111 1852492.250 112 2341211.500 113 2362820.000 114 2341211.500 115 1697218.250 116 1697218.250 117 1604744.125 118 2341211.500 119 3156281.000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,HWES,1.2843570709228516,"108 1881570.625 109 1822166.750 110 1834038.625 111 1934534.500 112 1940450.250 113 1841869.750 114 1915818.250 115 1934534.500 116 1934534.500 117 1889118.000 118 1748734.750 119 1889118.000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,MLP,3.0462985038757324,"108 977451.382446 109 268274.329044 110 321527.369395 111 574759.119624 112 452666.202502 113 194509.407880 114 156139.911959 115 116651.334881 116 144179.211405 117 83811.635905 118 64731.583156 119 580230.816239 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ITR,HWES,2.8292031288146973,"105 77389.468750 106 16280.383789 107 16280.442383 108 39408.222656 109 86553.523438 110 86553.523438 111 8197.352539 112 8197.352539 113 114566.625000 114 905124.312500 115 114326.851562 116 79606.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Transferencias LC 61_1989,XGBoost,1.0900990962982178,"96 14660.814453 97 14759.353516 98 15759.812500 99 16278.882812 100 15094.375000 101 15900.587891 102 14083.709961 103 15422.985352 104 15760.875977 105 14789.621094 106 15754.163086 107 14082.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,IPTU,SARIMAX,2.0685031414031982,"108 7755.952148 109 12940.890625 110 8065.914551 111 4890.543945 112 11984.611328 113 6323.294922 114 6866.731934 115 6419.581055 116 6823.846680 117 7035.290527 118 12679.014648 119 10111.188477 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,ISS,XGBoost,1.6402990818023682,"108 17640.609375 109 20620.939453 110 20620.939453 111 17292.486328 112 20619.244141 113 33270.636719 114 20620.919922 115 33270.636719 116 20620.939453 117 20620.939453 118 20619.244141 119 33290.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,ITBI,MLP,2.6099917888641357,"108 26805.846449 109 25920.499341 110 48535.128256 111 24719.529466 112 27493.339708 113 26360.733650 114 25093.828133 115 26020.050443 116 25273.282903 117 28105.243258 118 25778.639439 119 26042.125027 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,IRRF,SES,2.4980690479278564,"108 74151.031250 109 74044.429688 110 78500.742188 111 71542.632812 112 70214.984375 113 70214.984375 114 70214.984375 115 76455.640625 116 71542.484375 117 70214.984375 118 71542.484375 119 71542.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do FPM,MLP,1.3414950370788574,"108 9.262521e+05 109 1.753552e+06 110 1.134540e+06 111 1.206162e+06 112 1.268295e+06 113 1.231860e+06 114 1.373348e+06 115 1.150156e+06 116 1.169428e+06 117 1.142373e+06 118 1.280349e+06 119 1.460922e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,SARIMAX,1.254652738571167,"108 894880.6250 109 902569.8750 110 895763.0625 111 896361.3750 112 896771.5625 113 894880.6250 114 897035.7500 115 896771.5625 116 897035.7500 117 896771.5625 118 894880.6250 119 896771.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,SARIMAX,2.2188503742218018,"108 28790.443359 109 14119.254883 110 23008.035156 111 28789.013672 112 30539.396484 113 30352.550781 114 8604.850586 115 15998.160156 116 10865.541016 117 7507.573242 118 8975.833008 119 24678.220703 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,IPTU,HWES,2.4016315937042236,"107 9.953227e+04 108 1.034465e+05 109 8.152623e+04 110 1.153030e+05 111 4.613288e+05 112 2.396272e+06 113 4.613288e+05 114 1.019872e+06 115 3.775694e+05 116 1.023439e+06 117 1.022017e+06 118 1.365722e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,ISS,SES,1.8947279453277588,"108 482756.50000 109 504296.18750 110 504247.03125 111 479117.56250 112 484904.81250 113 478671.25000 114 477219.53125 115 484339.46875 116 475546.06250 117 477473.46875 118 484904.81250 119 475970.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,ITBI,XGBoost,1.1007156372070312,"108 165766.765625 109 137095.453125 110 146603.578125 111 154967.609375 112 165769.031250 113 165843.281250 114 138716.140625 115 142680.640625 116 140360.031250 117 186876.453125 118 165754.531250 119 189298.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,IRRF,SARIMAX,1.2165865898132324,"108 193697.593750 109 193907.703125 110 195862.250000 111 195862.250000 112 195862.250000 113 195862.250000 114 212625.625000 115 212625.625000 116 195862.250000 117 195862.250000 118 195862.250000 119 350914.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do FPM,HWES,1.425222396850586,"108 2281699.25 109 3153268.25 110 2616263.50 111 2617918.25 112 2645137.50 113 2622722.75 114 2709274.50 115 2616263.50 116 2616156.00 117 1720528.50 118 2645137.50 119 3155534.25 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,HWES,1.8695549964904785,"108 1513346.500 109 1283905.000 110 1313895.125 111 1581119.625 112 1611982.500 113 1573881.875 114 1581119.875 115 1602398.500 116 1602398.500 117 1537937.375 118 1575049.500 119 1537937.375 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,MLP,2.1308493614196777,"107 9.632450e+05 108 3.776504e+05 109 4.339082e+05 110 6.618116e+05 111 5.429937e+05 112 2.833728e+05 113 2.669915e+05 114 2.268202e+05 115 2.274240e+05 116 2.178758e+05 117 2.156617e+05 118 1.129490e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ITR,HWES,2.2282493114471436,"103 2093.449219 104 1882.586670 105 2036.131592 106 1761.583008 107 1407.994873 108 2036.131592 109 1541.199097 110 1863.530884 111 34758.210938 112 34689.828125 113 2266.138184 114 1917.401367 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Transferencias LC 61_1989,HWES,1.4260106086730957,"96 11905.331055 97 16150.355469 98 13482.249023 99 12077.935547 100 13228.291992 101 15867.714844 102 14517.046875 103 14637.364258 104 15325.332031 105 15446.138672 106 14629.528320 107 13663.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,SARIMAX,1.7468314170837402,"96 5.492180e+04 97 4.329177e+05 98 4.237101e+05 99 4.613988e+05 100 4.636212e+05 101 2.448711e+05 102 4.923289e+05 103 4.945188e+05 104 1.063855e+06 105 1.046682e+06 106 1.051522e+06 107 1.047880e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,XGBoost,1.6186797618865967,"96 639800.1875 97 601073.6875 98 644626.1250 99 644621.6250 100 644621.6250 101 644621.6250 102 644621.6250 103 644621.6250 104 631915.8750 105 631915.8750 106 631814.6250 107 631920.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,AR,1.4244754314422607,"96 149542.531250 97 137110.093750 98 143136.453125 99 137110.093750 100 137715.140625 101 138085.781250 102 137156.406250 103 143136.453125 104 137608.734375 105 137608.734375 106 136923.984375 107 143112.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,IRRF,SARIMAX,1.7292921543121338,"94 415196.56250 95 435134.84375 96 549222.18750 97 406553.53125 98 472873.84375 99 472873.84375 100 472873.84375 101 472873.84375 102 549222.18750 103 472873.84375 104 405752.40625 105 480644.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do FPM,HWES,1.740546703338623,"94 2781592.75 95 2703281.00 96 2914930.25 97 2720297.00 98 2781592.75 99 2780322.25 100 4418793.50 101 2408348.25 102 2408348.50 103 2248012.50 104 2781592.75 105 4418793.50 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.056565761566162,"94 4093665.25 95 4065148.25 96 4078096.00 97 4093521.00 98 4129869.75 99 4071972.75 100 4093665.25 101 4123313.50 102 4125797.00 103 4068582.75 104 4092553.50 105 4068582.75 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,MLP,1.4850366115570068,"78 286176.882374 79 301255.566313 80 202009.695113 81 219784.310762 82 270693.895345 83 246318.831138 84 185949.417813 85 177056.567041 86 172717.883097 87 162730.271876 88 162351.569262 89 240101.717993 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ITR,SARIMAX,2.0098137855529785,"58 54289.164062 59 55834.699219 60 55670.296875 61 46572.253906 62 54841.554688 63 55670.296875 64 54793.175781 65 56696.554688 66 211115.390625 67 955202.500000 68 61015.929688 69 61015.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Transferencias LC 61_1989,MLP,1.2582147121429443,"94 22647.620811 95 20883.321916 96 21473.895692 97 21984.361736 98 21758.992876 99 22162.756404 100 22272.777731 101 21723.391525 102 21928.737913 103 30104.658628 104 21311.536646 105 22174.936097 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,IPTU,SARIMAX,1.8034005165100098,"91 6334.365234 92 50444.062500 93 53499.058594 94 60394.371094 95 26300.337891 96 50921.230469 97 26300.337891 98 53499.058594 99 26300.337891 100 27052.667969 101 27053.126953 102 27071.509766 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,ISS,XGBoost,1.7309174537658691,"96 17442.658203 97 24854.263672 98 30491.371094 99 30491.371094 100 23751.195312 101 30491.371094 102 24854.263672 103 24854.263672 104 30491.371094 105 24910.638672 106 24910.638672 107 30491.371094 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,ITBI,SARIMAX,2.536266326904297,"96 1659.999023 97 6246.290527 98 6268.786621 99 3972.376221 100 17817.826172 101 1636.798462 102 29801.544922 103 20774.603516 104 10125.059570 105 10011.095703 106 8387.567383 107 5713.034668 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,IRRF,MLP,2.193239212036133,"96 82518.839314 97 81114.123117 98 83691.621082 99 85010.302774 100 86754.774062 101 91760.119321 102 95049.263263 103 97617.547067 104 100160.170835 105 105379.572051 106 111342.280851 107 98567.491810 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do FPM,SARIMAX,1.2369942665100098,"96 1213436.500 97 1811506.375 98 1053349.875 99 1213436.500 100 1724494.750 101 1213436.500 102 1811506.375 103 1213436.500 104 1209278.125 105 1073398.250 106 1724494.750 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,SES,0.9716846942901611,"96 417598.37500 97 461433.96875 98 484984.18750 99 462470.31250 100 487560.03125 101 462589.18750 102 462589.18750 103 452456.46875 104 453501.06250 105 446521.96875 106 453445.84375 107 452456.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,MLP,1.9430170059204102,"93 83670.422874 94 52148.171704 95 63937.576354 96 93832.833787 97 87207.362720 98 72452.857724 99 53470.363958 100 50931.995454 101 53028.135957 102 59360.854119 103 57645.360625 104 143564.912074 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Transferencias LC 61_1989,XGBoost,1.6919746398925781,"60 4229.365234 61 4335.414062 62 4335.370117 63 4229.365234 64 3093.885010 65 3093.985596 66 3093.985596 67 3093.885010 68 4229.453613 69 4229.365234 70 3093.885010 71 3093.985596 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,IPTU,XGBoost,3.593228340148926,"92 3724.662354 93 1687.859009 94 4106.391602 95 4912.000000 96 10826.868164 97 4989.207031 98 1813.116333 99 3331.836182 100 4055.053467 101 2431.122070 102 1488.342529 103 639.867432 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,ISS,XGBoost,1.4849722385406494,"96 8959.054688 97 2771.104980 98 14931.261719 99 14931.261719 100 4180.281738 101 13299.557617 102 13123.069336 103 13040.833984 104 13352.037109 105 13299.557617 106 13106.148438 107 13106.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,ITBI,AR,2.225384473800659,"96 5587.305664 97 7628.484375 98 5718.233887 99 3434.377686 100 4022.355225 101 3756.298584 102 3177.035889 103 4595.245605 104 5521.471680 105 5575.569336 106 7254.489746 107 6791.821289 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,IRRF,MLP,2.2393136024475098,"96 72060.487846 97 76610.103338 98 81068.213957 99 84380.390933 100 88054.013099 101 92678.226119 102 97153.135359 103 102608.454463 104 106470.631313 105 111779.212586 106 117266.427212 107 114546.629045 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do FPM,SARIMAX,1.1245017051696777,"96 1375235.750 97 1811488.250 98 1077835.250 99 1375235.750 100 1811488.250 101 1811506.625 102 1811488.250 103 1811506.625 104 1077835.250 105 1142842.375 106 1811488.250 107 1811488.250 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,HWES,0.9769630432128906,"96 283361.93750 97 321692.43750 98 333083.12500 99 306163.40625 100 334853.37500 101 306178.93750 102 306178.93750 103 321705.75000 104 306178.93750 105 293019.78125 106 293990.65625 107 333083.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,MLP,2.0897915363311768,"95 76489.023920 96 67089.242630 97 32445.746915 98 62077.089004 99 52133.044280 100 39182.091367 101 33768.252676 102 29125.923326 103 32933.376479 104 32438.090134 105 37670.849741 106 98363.069500 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ITR,XGBoost,1.4927072525024414,"85 75.925354 86 49.143021 87 252.278214 88 7208.526367 89 2439.057861 90 77.465309 91 73.474495 92 67.414230 93 252.278214 94 7208.526367 95 2440.597900 96 2450.110840 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,IPTU,HWES,3.373091459274292,"98 3868.830078 99 2445.884277 100 27724.464844 101 8384.602539 102 -508.541656 103 -24.319838 104 -258.900543 105 -1659.673096 106 12850.692383 107 -324.686096 108 -590.735413 109 -1873.390991 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,ISS,SARIMAX,2.537889003753662,"104 49208.910156 105 47571.628906 106 48160.132812 107 47571.628906 108 48160.132812 109 48160.132812 110 48160.132812 111 48160.132812 112 48160.132812 113 48161.414062 114 48161.414062 115 48160.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,ITBI,XGBoost,1.5797760486602783,"102 8260.194336 103 8329.091797 104 6477.853027 105 -13.833456 106 4022.437012 107 9018.947266 108 6994.981445 109 13520.318359 110 2789.204834 111 2268.242188 112 2993.153564 113 3422.036865 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,IRRF,SARIMAX,2.136962890625,"89 14195.200195 90 15449.218750 91 12977.721680 92 12977.721680 93 12977.721680 94 12951.150391 95 12977.629883 96 13080.423828 97 12601.790039 98 12372.217773 99 12686.727539 100 12950.667969 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do FPM,Prophet,1.4621999263763428,"103 1873191.750 104 1757400.750 105 2074657.875 106 1788022.750 107 1776857.000 108 1776860.125 109 1776857.000 110 2105855.250 111 1844953.125 112 1074995.000 113 1776857.000 114 1785677.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.406686782836914,"104 827946.3125 105 824669.7500 106 824679.1875 107 827476.2500 108 827478.0000 109 827945.1250 110 827476.6250 111 827478.0000 112 827478.0000 113 827478.0000 114 827476.2500 115 827456.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,HWES,3.2303736209869385,"103 82881.750000 104 31941.550781 105 31941.550781 106 58095.492188 107 39527.789062 108 31968.566406 109 7122.359863 110 10525.547852 111 9134.049805 112 9134.049805 113 7923.173828 114 58355.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ITR,AR,2.300835371017456,"73 95.601662 74 71.533325 75 51.073738 76 51.073738 77 51.073738 78 51.073738 79 51.073738 80 164.489197 81 69.371178 82 52.938400 83 273.601044 84 267.286560 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Transferencias LC 61_1989,XGBoost,2.501631736755371,"104 9248.270508 105 11621.424805 106 11621.424805 107 11621.424805 108 11621.424805 109 11621.424805 110 11621.424805 111 9248.270508 112 11621.424805 113 11621.424805 114 9248.270508 115 11621.424805 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,IPTU,HWES,1.872711420059204,"85 18342.244141 86 41486.957031 87 34436.019531 88 18982.326172 89 3853.106201 90 4490.237793 91 23907.865234 92 22371.568359 93 40471.082031 94 102836.156250 95 15151.424805 96 13835.021484 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,ISS,SARIMAX,1.2275383472442627,"108 53340.683594 109 52334.875000 110 52651.972656 111 53257.597656 112 52902.503906 113 52900.804688 114 52900.804688 115 53327.003906 116 53257.597656 117 52899.933594 118 53430.136719 119 52900.804688 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,ITBI,SES,1.0883355140686035,"94 142180.250000 95 122722.945312 96 94332.523438 97 99392.968750 98 116336.437500 99 85985.015625 100 109560.156250 101 148380.609375 102 77655.843750 103 114991.968750 104 109432.507812 105 109591.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,IRRF,XGBoost,1.8932673931121826,"108 185538.00000 109 97081.59375 110 185538.00000 111 191287.03125 112 191287.03125 113 191287.03125 114 185538.00000 115 185538.00000 116 185538.00000 117 185538.00000 118 185538.00000 119 191287.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do FPM,HWES,1.4767389297485352,"108 1770625.000 109 1893764.000 110 1009234.500 111 1221417.875 112 1770620.375 113 1719861.375 114 1097229.875 115 1009234.500 116 1011424.375 117 1074143.750 118 1893764.000 119 1893764.000 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,HWES,1.2453713417053223,"108 1474704.500 109 1410516.750 110 1457610.375 111 1503362.625 112 1454687.000 113 1452435.750 114 1382616.375 115 1503362.625 116 1503362.625 117 1454643.125 118 1474704.500 119 1454643.125 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,XGBoost,1.3542137145996094,"108 168300.968750 109 146151.859375 110 152203.656250 111 168320.734375 112 168419.890625 113 146069.265625 114 100246.015625 115 58783.808594 116 43495.718750 117 63337.164062 118 15281.125000 119 175403.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ITR,AR,2.5490524768829346,"106 84353.460938 107 22499.271484 108 83905.820312 109 82858.820312 110 23899.109375 111 23479.396484 112 23474.130859 113 23899.109375 114 137877.656250 115 725129.687500 116 100277.195312 117 100277.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Transferencias LC 61_1989,HWES,2.0419461727142334,"108 13782.583008 109 11950.647461 110 11557.905273 111 11915.863281 112 11047.766602 113 11959.307617 114 11420.770508 115 11582.424805 116 11188.203125 117 12399.015625 118 12788.079102 119 11416.364258 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,IPTU,MLP,2.9042608737945557,"96 60524.905068 97 32825.456368 98 21382.059850 99 17969.749904 100 44368.925893 101 22563.216625 102 19975.130563 103 13584.145558 104 17073.816087 105 14569.449586 106 14031.507144 107 18209.683245 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,ISS,XGBoost,1.2406847476959229,"96 57680.308594 97 44320.351562 98 105164.851562 99 57680.308594 100 54760.203125 101 54462.429688 102 104889.140625 103 85516.312500 104 85612.062500 105 49603.246094 106 85612.062500 107 49582.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,ITBI,SARIMAX,1.0596818923950195,"96 28358.125000 97 21040.509766 98 28231.857422 99 20092.699219 100 28585.603516 101 41523.597656 102 41456.179688 103 28249.701172 104 28289.003906 105 14615.004883 106 14615.004883 107 41523.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,IRRF,MLP,2.68772029876709,"96 67085.649377 97 72905.424779 98 102904.113448 99 86224.037369 100 87384.479493 101 89974.198271 102 94304.806776 103 97844.932221 104 100576.365017 105 105328.815752 106 109730.863636 107 154049.858365 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do FPM,SARIMAX,2.042295217514038,"96 1808123.125 97 1805376.875 98 1788150.000 99 1808123.125 100 1810421.375 101 1811506.500 102 1805376.875 103 1811506.500 104 1803906.250 105 1800478.000 106 1805376.875 107 1805376.875 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,SES,1.0820567607879639,"96 508043.40625 97 554315.37500 98 547853.62500 99 534514.06250 100 550805.37500 101 540953.93750 102 540953.93750 103 547875.50000 104 518522.15625 105 518490.06250 106 519331.34375 107 547851.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,MLP,1.790074110031128,"96 116565.379694 97 47676.228105 98 56976.617821 99 78792.528090 100 56080.036067 101 31636.292057 102 23481.640090 103 25536.935863 104 19750.230190 105 16357.465894 106 17125.757471 107 135930.265636 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do ITR,MLP,2.8401012420654297,"95 4868.081435 96 6497.931781 97 5297.231300 98 7232.511308 99 7082.525545 100 7171.737938 101 8915.872325 102 8594.080107 103 63378.006161 104 109073.556042 105 16690.291514 106 13725.125276 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Transferencias LC 61_1989,AR,1.5195930004119873,"60 4994.928223 61 4978.473633 62 4979.833008 63 5070.234375 64 5085.539062 65 5030.909180 66 5103.635742 67 5228.610840 68 5104.957520 69 4990.553711 70 5027.585938 71 5103.566406 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,IPTU,MLP,2.0770671367645264,"95 49891.986425 96 47474.826169 97 54504.355748 98 59498.388657 99 237486.279493 100 80692.970347 101 154277.586463 102 466832.506551 103 108965.977018 104 117995.018122 105 132112.723102 106 142728.455616 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,ISS,MLP,1.380476951599121,"108 139833.584740 109 131030.361601 110 126058.840322 111 136809.233488 112 130498.657151 113 135417.575828 114 134580.619679 115 135059.895865 116 132495.964126 117 131767.071862 118 134781.816053 119 132868.047435 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,ITBI,XGBoost,2.149716377258301,"108 25552.763672 109 16570.585938 110 21446.738281 111 20019.638672 112 13973.233398 113 13969.638672 114 23181.414062 115 27962.673828 116 23719.968750 117 11620.125000 118 11638.514648 119 14157.080078 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,IRRF,SARIMAX,2.1662983894348145,"107 50094.269531 108 50094.269531 109 50094.269531 110 50094.269531 111 83830.687500 112 83830.687500 113 50094.269531 114 83830.687500 115 50094.269531 116 50094.269531 117 83830.687500 118 83830.687500 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do FPM,HWES,1.430774211883545,"108 1.214012e+06 109 1.893769e+06 110 1.054080e+06 111 1.141373e+06 112 1.214451e+06 113 1.245776e+06 114 1.214451e+06 115 1.054080e+06 116 1.050398e+06 117 9.294662e+05 118 1.214451e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,HWES,1.396479606628418,"108 379836.43750 109 370046.25000 110 369887.75000 111 368748.31250 112 384472.40625 113 366263.31250 114 367098.12500 115 383582.75000 116 383582.75000 117 386692.18750 118 368267.37500 119 386692.18750 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,SARIMAX,1.9314050674438477,"108 174809.718750 109 31440.099609 110 47652.117188 111 162987.828125 112 113481.843750 113 15906.205078 114 18205.849609 115 18205.849609 116 14545.615234 117 16101.045898 118 16729.851562 119 174412.078125 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ITR,XGBoost,1.6563236713409424,"86 58.634716 87 43.981323 88 8544.333008 89 49.776009 90 8552.588867 91 18.858572 92 6978.296387 93 14.952682 94 12.587076 95 22.160759 96 17.579830 97 17.879305 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Transferencias LC 61_1989,HWES,1.5620090961456299,"108 2870.144287 109 3042.101807 110 3111.670898 111 2850.535645 112 2777.264160 113 2665.711426 114 2817.599609 115 3105.418945 116 2857.647705 117 3287.016357 118 3111.805908 119 2808.247314 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,MLP,3.324676513671875,"96 39311.067756 97 38575.390591 98 42881.851082 99 45715.524968 100 50210.570911 101 63513.732662 102 84073.290195 103 153035.515614 104 81289.804106 105 65300.215360 106 69260.261372 107 72207.509389 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,XGBoost,1.6840136051177979,"100 19772.128906 101 14770.410156 102 14554.405273 103 17027.638672 104 17027.638672 105 17027.638672 106 17016.496094 107 17060.191406 108 17027.621094 109 17027.621094 110 18420.798828 111 17027.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,Prophet,1.9132497310638428,"98 8700.042969 99 13094.942383 100 11199.735352 101 13094.942383 102 51257.109375 103 22716.181641 104 53470.796875 105 22731.117188 106 12319.295898 107 10947.018555 108 61120.695312 109 11117.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,IRRF,SARIMAX,1.3367581367492676,"100 79060.453125 101 71580.515625 102 69398.046875 103 78849.046875 104 69398.046875 105 69390.218750 106 78849.046875 107 69398.046875 108 69390.218750 109 78849.046875 110 78849.046875 111 78849.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do FPM,HWES,1.3620355129241943,"100 1344049.250 101 1893769.750 102 1117677.375 103 1145658.000 104 1448099.875 105 1355499.250 106 1448007.875 107 1117677.375 108 1118100.375 109 998235.875 110 1448099.875 111 1893769.750 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,HWES,1.3221650123596191,"100 491115.65625 101 458378.37500 102 488148.87500 103 522622.18750 104 506648.68750 105 491042.46875 106 459390.12500 107 508379.75000 108 504673.75000 109 522268.62500 110 486232.68750 111 523674.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,SARIMAX,1.7729320526123047,"99 54839.390625 100 43632.707031 101 42113.050781 102 43711.597656 103 43613.574219 104 46950.859375 105 37819.894531 106 38229.964844 107 15461.889648 108 9991.116211 109 8504.447266 110 47039.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ITR,XGBoost,1.6517455577850342,"78 2146.259766 79 2139.561035 80 3238.260010 81 2227.631348 82 2227.008301 83 3163.517334 84 3244.491211 85 3260.081299 86 3294.052979 87 2062.854492 88 1519.987915 89 1554.561768 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Transferencias LC 61_1989,XGBoost,2.483368396759033,"100 4052.572266 101 3533.294189 102 4604.845703 103 4078.841553 104 4367.115234 105 4993.887207 106 4592.012695 107 4554.005859 108 4329.481934 109 3997.789062 110 4534.845215 111 4395.359863 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,IPTU,Prophet,2.17111873626709,"108 7496.090332 109 7475.315918 110 7957.332520 111 7470.302734 112 9818.930664 113 11181.319336 114 20780.914062 115 26286.005859 116 37594.339844 117 19712.511719 118 23040.453125 119 23342.322266 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,ISS,SARIMAX,2.0989041328430176,"108 28056.595703 109 22608.050781 110 25008.091797 111 28114.421875 112 22562.939453 113 25010.966797 114 27498.554688 115 24861.130859 116 28116.742188 117 25217.476562 118 25047.580078 119 28109.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,ITBI,AR,1.5099937915802002,"105 3179.250732 106 1309.686768 107 3656.015381 108 3420.031006 109 2614.027344 110 2290.492188 111 3586.214600 112 3188.825439 113 3713.970215 114 4539.276367 115 1924.405029 116 4490.305664 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,IRRF,HWES,1.480896234512329,"108 63501.839844 109 88113.125000 110 99316.914062 111 99316.914062 112 88103.289062 113 61370.207031 114 99316.914062 115 88113.125000 116 88113.125000 117 88113.125000 118 63501.839844 119 99316.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do FPM,HWES,1.8668320178985596,"108 1.200239e+06 109 1.893794e+06 110 1.044991e+06 111 1.143318e+06 112 1.200264e+06 113 1.224121e+06 114 1.200264e+06 115 1.044991e+06 116 1.044985e+06 117 9.320135e+05 118 1.200264e+06 119 1.893794e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,HWES,1.4046149253845215,"108 553037.5000 109 524893.6250 110 524612.7500 111 537046.7500 112 567272.5625 113 542678.6875 114 570613.6875 115 551105.5625 116 554404.1875 117 565994.6250 118 541437.3125 119 562409.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,AR,2.798948049545288,"107 129996.046875 108 33215.816406 109 76012.914062 110 75943.601562 111 72949.273438 112 27112.562500 113 27112.562500 114 17563.455078 115 18184.986328 116 18184.986328 117 6588.183594 118 129870.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do ITR,XGBoost,1.566263198852539,"98 279.737000 99 417.880798 100 529.553894 101 427.343719 102 430.554413 103 491.553467 104 1702.689575 105 488.917664 106 363.191986 107 5634.353516 108 5990.014160 109 470.318695 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Transferencias LC 61_1989,HWES,1.5324468612670898,"108 3246.469238 109 3627.349854 110 3604.510986 111 3817.712891 112 3816.833008 113 4488.490723 114 4383.400879 115 3768.352539 116 3780.006104 117 3624.736572 118 3686.282715 119 3875.630371 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,IPTU,SES,1.959010124206543,"89 1013.534241 90 1366.267090 91 720.205933 92 4257.021973 93 3525.613281 94 2230.652832 95 2248.650391 96 -485.782837 97 -272.862152 98 -299.051849 99 -355.627747 100 -452.770355 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,ISS,SARIMAX,1.6607434749603271,"104 25980.416016 105 26040.332031 106 26041.085938 107 26041.085938 108 26050.177734 109 25960.501953 110 25960.501953 111 25960.570312 112 26024.832031 113 25945.669922 114 26341.035156 115 26249.667969 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,ITBI,XGBoost,3.469590425491333,"97 17053.513672 98 16584.904297 99 16371.315430 100 17432.376953 101 16371.315430 102 16425.382812 103 16054.477539 104 16418.783203 105 16068.640625 106 16425.382812 107 17341.699219 108 6651.842773 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,IRRF,MLP,2.4009273052215576,"104 57652.993343 105 56946.882841 106 62277.348914 107 64331.969906 108 63271.459973 109 64449.216783 110 63984.122734 111 70933.092049 112 72274.172762 113 69601.977117 114 72267.423744 115 105171.410183 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do FPM,MLP,1.2102749347686768,"104 1.268457e+06 105 1.460717e+06 106 1.164518e+06 107 1.238005e+06 108 1.301966e+06 109 1.266358e+06 110 1.406982e+06 111 1.190163e+06 112 1.207174e+06 113 1.181198e+06 114 1.322077e+06 115 1.663745e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,SES,1.2558434009552002,"104 479306.00000 105 479883.28125 106 481019.56250 107 477041.56250 108 478485.12500 109 481351.87500 110 477041.56250 111 478501.46875 112 478501.46875 113 465759.75000 114 473341.90625 115 465759.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,AR,1.8435556888580322,"103 55187.519531 104 54427.089844 105 18437.658203 106 24290.683594 107 55296.089844 108 26511.794922 109 24557.617188 110 24559.521484 111 30012.224609 112 23951.474609 113 24015.080078 114 18399.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do ITR,MLP,2.848445415496826,"84 -9.114803 85 437.615599 86 1970.201809 87 -193.268328 88 -197.032702 89 -196.767285 90 -200.362798 91 -176.593420 92 459.295920 93 1624.878904 94 -389.377139 95 -386.648773 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,IPTU,SES,3.078022003173828,"99 25711.076172 100 23040.802734 101 160063.625000 102 158859.968750 103 27293.736328 104 27293.736328 105 32862.480469 106 29583.384766 107 32868.906250 108 32862.480469 109 29749.126953 110 26823.876953 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,ISS,XGBoost,1.2657208442687988,"100 205980.046875 101 210747.734375 102 205992.453125 103 206692.296875 104 205988.000000 105 180792.390625 106 205797.390625 107 205093.093750 108 205093.093750 109 206803.921875 110 205093.093750 111 205093.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,ITBI,MLP,2.267904281616211,"100 4.659444e+05 101 5.854014e+05 102 6.536510e+05 103 8.649889e+05 104 1.097803e+06 105 1.393820e+06 106 1.765325e+06 107 2.233736e+06 108 2.845732e+06 109 2.930903e+06 110 4.030877e+06 111 5.119116e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,IRRF,XGBoost,2.395724058151245,"96 10398.734375 97 6343.597168 98 6633.452148 99 6637.070312 100 8339.322266 101 8338.267578 102 10011.422852 103 8339.322266 104 8228.905273 105 8368.179688 106 9437.413086 107 9101.705078 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do FPM,AR,1.1934373378753662,"100 1216858.125 101 1893839.625 102 1060936.250 103 1217043.375 104 1210537.625 105 1217043.375 106 1210537.625 107 1060936.250 108 1060811.625 109 1044506.375 110 1216928.875 111 1893839.625 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,MLP,2.207677125930786,"100 642084.572174 101 601132.569568 102 615981.602096 103 670297.628402 104 705863.479333 105 645727.482387 106 664584.388035 107 681942.022081 108 680116.582465 109 730082.495827 110 651948.288556 111 739072.749372 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,SARIMAX,2.042478561401367,"100 142120.890625 101 50090.652344 102 50090.652344 103 109818.859375 104 158942.312500 105 56448.710938 106 56358.464844 107 56889.167969 108 52770.703125 109 51093.042969 110 51056.246094 111 97500.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ITR,XGBoost,2.714066743850708,"94 94539.718750 95 94542.093750 96 94349.445312 97 93639.304688 98 93639.304688 99 94004.539062 100 94269.593750 101 94605.156250 102 94520.218750 103 94520.125000 104 94520.218750 105 94521.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Transferencias LC 61_1989,SES,1.523437261581421,"58 6832.395020 59 5250.423828 60 6550.394531 61 6655.920898 62 6698.467285 63 6916.992188 64 6830.225098 65 6663.145508 66 6355.210938 67 6394.725098 68 6550.394531 69 6830.225098 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,IPTU,SARIMAX,2.661872148513794,"103 1907.625244 104 2747.325928 105 5542.272949 106 45401.558594 107 28374.896484 108 23025.591797 109 16889.105469 110 10278.608398 111 9737.393555 112 9179.271484 113 1523.003784 114 1886.244873 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,ISS,MLP,1.934260606765747,"108 55273.343788 109 54317.038149 110 61002.853428 111 56097.373457 112 58800.833738 113 59261.975193 114 59061.002624 115 57506.682427 116 60193.534679 117 58727.698008 118 60288.127331 119 61283.896294 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,ITBI,XGBoost,1.4655771255493164,"98 141924.375000 99 142775.203125 100 139886.906250 101 137038.921875 102 140059.718750 103 153371.781250 104 143518.187500 105 142775.750000 106 140898.140625 107 143001.203125 108 143796.281250 109 143001.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,IRRF,SARIMAX,2.135054111480713,"108 132646.609375 109 125234.460938 110 132646.609375 111 132646.609375 112 132646.609375 113 132646.609375 114 132646.609375 115 132646.609375 116 132646.609375 117 132646.609375 118 132646.609375 119 132646.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do FPM,HWES,1.4567418098449707,"108 1287970.375 109 1893998.875 110 1007711.500 111 1115448.750 112 1288233.000 113 1321158.000 114 1288228.250 115 1007711.500 116 1007800.375 117 949899.875 118 1288233.000 119 1893998.875 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,HWES,1.2454986572265625,"108 1222387.125 109 1179635.875 110 1211546.625 111 1225661.250 112 1224621.250 113 1222389.750 114 1225661.250 115 1225877.000 116 1225877.000 117 1214567.000 118 1222389.750 119 1214567.000 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,AR,2.2568719387054443,"108 128603.265625 109 114969.523438 110 116682.468750 111 174413.015625 112 118892.054688 113 61931.625000 114 36795.304688 115 11988.112305 116 9078.491211 117 9824.397461 118 6287.029785 119 139225.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do ITR,SARIMAX,2.1881580352783203,"68 181240.000000 69 175139.703125 70 182711.500000 71 205326.593750 72 212910.156250 73 209731.546875 74 209818.046875 75 216468.843750 76 209753.312500 77 234266.796875 78 181240.906250 79 181240.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Transferencias LC 61_1989,HWES,1.4606337547302246,"108 11026.954102 109 9958.359375 110 9821.722656 111 10311.401367 112 10565.424805 113 10371.102539 114 10668.009766 115 10807.481445 116 10942.294922 117 10708.170898 118 10680.415039 119 11508.872070 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,Prophet,1.3427793979644775,"99 8247.033203 100 3960.933350 101 6723.983887 102 7321.737305 103 7394.230957 104 34729.218750 105 173128.937500 106 15083.774414 107 12963.542969 108 10279.306641 109 10066.627930 110 18949.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,SES,3.0514447689056396,"108 28433.226562 109 28743.837891 110 28295.496094 111 28422.554688 112 28433.226562 113 28422.554688 114 28433.226562 115 28757.843750 116 28448.470703 117 23185.046875 118 28355.072266 119 28344.400391 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,Prophet,1.4457838535308838,"107 15165.427734 108 12687.650391 109 12443.909180 110 8531.985352 111 10172.962891 112 134325.515625 113 7607.619629 114 8066.862793 115 20440.857422 116 -3135.835693 117 24360.099609 118 10032.465820 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,IRRF,SARIMAX,1.1247365474700928,"96 178623.531250 97 106138.171875 98 108271.859375 99 178623.531250 100 106138.078125 101 106138.078125 102 106138.171875 103 106138.078125 104 106211.046875 105 106138.171875 106 106138.078125 107 178560.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do FPM,HWES,1.3612425327301025,"108 1.175236e+06 109 1.893769e+06 110 1.042868e+06 111 1.128481e+06 112 1.175236e+06 113 1.209439e+06 114 1.175235e+06 115 1.042868e+06 116 1.042868e+06 117 9.279982e+05 118 1.175236e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,SES,1.0901367664337158,"108 1318825.250 109 1301507.250 110 1089307.750 111 1215577.375 112 1217926.875 113 1056191.250 114 1056539.375 115 1215591.125 116 1215577.375 117 1204683.000 118 1056191.250 119 1197380.750 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,AR,2.737640619277954,"108 160921.250000 109 61983.785156 110 75515.445312 111 163865.640625 112 165397.000000 113 109333.734375 114 55301.863281 115 26108.130859 116 45759.750000 117 26108.181641 118 22994.972656 119 174300.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ITR,XGBoost,2.320772647857666,"98 54013.804688 99 59372.265625 100 119114.742188 101 115498.765625 102 830675.250000 103 829686.500000 104 831197.125000 105 831372.750000 106 830589.562500 107 830770.312500 108 830677.812500 109 830689.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,IPTU,SARIMAX,2.0664148330688477,"79 36722.160156 80 6917.353516 81 18121.951172 82 6990.783203 83 18121.951172 84 18121.951172 85 9741.897461 86 43512.425781 87 13201.957031 88 12890.752930 89 49345.011719 90 17243.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,ISS,XGBoost,1.7234337329864502,"84 65991.289062 85 65999.609375 86 65991.289062 87 65993.226562 88 65999.609375 89 65999.609375 90 65999.609375 91 65999.609375 92 65999.609375 93 66006.375000 94 65999.609375 95 66006.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,ITBI,SES,1.7705597877502441,"83 15060.509766 84 14482.733398 85 15580.077148 86 14476.266602 87 14497.505859 88 14785.481445 89 11982.661133 90 8021.295898 91 13390.842773 92 14601.085938 93 14757.754883 94 15578.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,IRRF,HWES,1.2031207084655762,"84 248560.406250 85 248704.062500 86 248695.421875 87 248695.421875 88 248695.421875 89 248695.421875 90 248695.421875 91 248560.656250 92 248560.656250 93 248558.171875 94 248558.171875 95 248819.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do FPM,AR,1.3276398181915283,"84 1.256796e+06 85 1.893774e+06 86 1.087689e+06 87 1.133500e+06 88 1.256852e+06 89 1.277722e+06 90 1.256852e+06 91 1.087689e+06 92 1.088852e+06 93 1.016508e+06 94 1.256852e+06 95 1.893774e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,SARIMAX,1.345907211303711,"84 686379.0000 85 550842.5000 86 705067.8750 87 683260.4375 88 683992.7500 89 684131.6875 90 682631.6250 91 683992.7500 92 683260.4375 93 685952.8750 94 684288.2500 95 685952.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,SARIMAX,2.3811144828796387,"84 125881.750000 85 72256.859375 86 70630.203125 87 128878.515625 88 128874.875000 89 38839.472656 90 75301.671875 91 16105.183594 92 16105.183594 93 16105.183594 94 12307.599609 95 128878.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do ITR,SARIMAX,1.4387001991271973,"81 353.301727 82 359.416229 83 359.485626 84 394.403961 85 394.833984 86 359.485626 87 394.795380 88 396.764038 89 4880.208496 90 6227.190918 91 575.954529 92 362.194946 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Transferencias LC 61_1989,HWES,1.2168190479278564,"72 5633.032227 73 5461.115723 74 5243.388672 75 4899.259277 76 4799.467773 77 4879.046387 78 5717.754883 79 5541.620117 80 5081.966309 81 4692.436523 82 5104.953125 83 5724.290527 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,IPTU,HWES,1.3983542919158936,"95 66611.726562 96 79194.796875 97 599465.562500 98 68231.679688 99 66873.570312 100 69127.125000 101 68748.539062 102 67180.773438 103 67177.125000 104 67125.187500 105 67125.187500 106 67128.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,ISS,SES,1.3188657760620117,"96 182870.484375 97 190742.718750 98 190646.421875 99 181768.671875 100 181461.000000 101 181850.734375 102 181768.671875 103 212068.312500 104 212104.546875 105 212090.125000 106 186855.281250 107 203480.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,ITBI,XGBoost,1.773123025894165,"92 580.003784 93 9622.683594 94 7797.489258 95 5877.798340 96 6146.273926 97 1731.332764 98 5962.911621 99 9848.883789 100 7127.973633 101 8733.817383 102 10263.180664 103 47850.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,IRRF,SARIMAX,1.6982898712158203,"96 88936.156250 97 90294.351562 98 88604.726562 99 88604.257812 100 88604.257812 101 88604.257812 102 88604.257812 103 88604.726562 104 88604.257812 105 152904.437500 106 88604.726562 107 153091.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do FPM,AR,1.2659859657287598,"108 1597858.875 109 2514555.500 110 1346450.250 111 1331936.250 112 1603570.375 113 1266413.000 114 2514555.500 115 1346450.250 116 1346450.500 117 1237174.875 118 1635933.750 119 2514555.500 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,HWES,1.230973720550537,"108 713373.2500 109 718857.9375 110 732070.4375 111 740108.1875 112 754468.9375 113 738187.8750 114 736685.3125 115 752458.6875 116 752458.6875 117 743686.5625 118 725353.6875 119 743671.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,AR,2.9800124168395996,"108 210225.906250 109 95356.640625 110 210467.046875 111 164267.890625 112 199504.984375 113 78051.679688 114 55421.250000 115 25798.437500 116 19365.369141 117 19365.369141 118 12038.018555 119 162107.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ITR,MLP,2.487626552581787,"97 3824.432946 98 3445.391707 99 4144.919607 100 5022.572940 101 5810.455060 102 7053.167791 103 8367.314025 104 10283.463236 105 15293.691173 106 25619.513692 107 13103.939468 108 15118.707815 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Transferencias LC 61_1989,HWES,1.6125218868255615,"108 5740.885742 109 4943.354492 110 5630.139160 111 5029.833984 112 5005.479492 113 5198.727539 114 6364.798340 115 5426.502441 116 5425.219727 117 5569.285645 118 5036.619141 119 4669.038574 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,IPTU,MLP,2.317904233932495,"105 51907.129596 106 55349.297117 107 65774.353757 108 77726.435814 109 87689.418223 110 102655.074783 111 120578.214510 112 188297.701497 113 414848.468186 114 175914.937125 115 211663.417588 116 236212.956008 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,ISS,SES,1.2872607707977295,"108 65291.421875 109 68388.484375 110 67210.835938 111 65057.996094 112 68388.671875 113 65094.464844 114 68388.484375 115 68388.671875 116 66468.531250 117 68388.671875 118 66468.531250 119 68388.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,ITBI,HWES,2.2974443435668945,"106 6537.936035 107 12944.034180 108 6544.464844 109 5140.242676 110 6425.775879 111 5123.142090 112 5796.366211 113 13292.884766 114 3450.489014 115 3454.146484 116 1374.746216 117 3431.316406 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,IRRF,AR,2.429332971572876,"107 19716.164062 108 115236.835938 109 115258.640625 110 115258.640625 111 115237.492188 112 115258.640625 113 115258.640625 114 115258.640625 115 115258.640625 116 115258.640625 117 115258.640625 118 115237.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do FPM,HWES,1.3759174346923828,"108 1.228384e+06 109 1.893770e+06 110 1.047962e+06 111 1.142366e+06 112 1.228913e+06 113 1.244927e+06 114 1.228913e+06 115 1.047962e+06 116 1.046564e+06 117 9.284672e+05 118 1.228913e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,HWES,1.5165269374847412,"108 1.126027e+06 109 9.814648e+05 110 1.005060e+06 111 1.134437e+06 112 1.059380e+06 113 1.130179e+06 114 1.134445e+06 115 1.137641e+06 116 1.137641e+06 117 1.134437e+06 118 1.059380e+06 119 1.056579e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,SARIMAX,2.052398443222046,"108 149374.328125 109 84231.367188 110 50599.105469 111 99253.664062 112 45212.273438 113 24373.955078 114 24899.201172 115 24899.201172 116 13086.928711 117 13819.301758 118 8134.076172 119 161808.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do ITR,XGBoost,1.3843238353729248,"72 61.253227 73 60.855392 74 85.149406 75 60.351505 76 506.670074 77 184.734924 78 559.664429 79 69.186783 80 413.110535 81 89.956459 82 75.001976 83 71.197937 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Transferencias LC 61_1989,HWES,1.6834909915924072,"108 8615.504883 109 8680.147461 110 9755.957031 111 9247.500000 112 7883.360840 113 9177.777344 114 7781.681152 115 7774.489746 116 8334.663086 117 8422.658203 118 9311.866211 119 8164.597168 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,SARIMAX,1.983384370803833,"60 1981.705566 61 10887.388672 62 30856.691406 63 7214.402344 64 2315.171387 65 2629.088623 66 2178.276367 67 1828.302612 68 2520.773926 69 7213.310059 70 1989.354248 71 1989.354248 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,SES,1.1093614101409912,"60 6674.101562 61 6672.407227 62 6774.416992 63 6741.192871 64 6728.473145 65 6779.851074 66 8411.399414 67 6779.851074 68 8435.020508 69 6777.298828 70 6765.532227 71 8446.791016 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,XGBoost,1.3285858631134033,"60 6859.353027 61 18556.101562 62 116595.882812 63 116967.007812 64 116593.804688 65 117032.164062 66 116595.882812 67 116593.804688 68 116593.804688 69 116593.804688 70 116214.218750 71 117032.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,IRRF,AR,1.8756117820739746,"60 1205.266235 61 1128.101074 62 1202.545288 63 1943.378174 64 1205.266235 65 981.803223 66 1205.232666 67 1124.608398 68 1202.545288 69 1132.624512 70 981.803223 71 1124.566895 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do FPM,SARIMAX,1.485780954360962,"60 831474.1875 61 859347.4375 62 808253.7500 63 814767.2500 64 865438.5625 65 814365.5625 66 595531.3125 67 814365.5625 68 638624.3750 69 594056.2500 70 773755.1250 71 865438.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,SARIMAX,0.9039199352264404,"60 275191.46875 61 275191.46875 62 263802.87500 63 382337.09375 64 276734.56250 65 263802.87500 66 382480.56250 67 262784.25000 68 263802.81250 69 382337.09375 70 263802.81250 71 382337.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,SARIMAX,1.5570714473724365,"60 34716.269531 61 16465.908203 62 17778.375000 63 30323.099609 64 16465.908203 65 11364.166992 66 12371.996094 67 12212.844727 68 12094.211914 69 12212.844727 70 12212.844727 71 34739.824219 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ITR,HWES,1.7752494812011719,"60 868.858521 61 856.074341 62 857.486511 63 859.037659 64 1123.980835 65 1123.980835 66 937.296082 67 857.561035 68 1124.341309 69 9633.989258 70 1124.341309 71 1123.980835 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,IPTU,XGBoost,2.657745361328125,"101 58974.015625 102 164562.953125 103 62184.890625 104 147910.218750 105 120057.695312 106 191636.390625 107 66446.023438 108 66269.398438 109 40057.382812 110 48088.796875 111 66268.914062 112 395899.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,ISS,SARIMAX,1.486421823501587,"108 132398.609375 109 123897.468750 110 115261.500000 111 127826.203125 112 140335.078125 113 128751.648438 114 120151.890625 115 362011.218750 116 361696.093750 117 359661.906250 118 360005.093750 119 361696.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,ITBI,MLP,1.508899211883545,"102 40621.053352 103 42134.871165 104 40324.101181 105 40401.753930 106 39694.637471 107 40910.687444 108 43538.292938 109 41333.993939 110 79303.487727 111 47551.771831 112 78334.322449 113 39641.722589 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,IRRF,XGBoost,1.3362884521484375,"108 254357.671875 109 230688.265625 110 254357.671875 111 254357.671875 112 230230.390625 113 254357.671875 114 230789.468750 115 230789.468750 116 230789.468750 117 230688.265625 118 254357.671875 119 254357.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do FPM,AR,2.2131543159484863,"108 1735902.875 109 2525025.250 110 1500347.750 111 1536396.875 112 1735910.875 113 1761665.875 114 1735910.875 115 1500347.750 116 1500926.000 117 1277300.875 118 1735910.875 119 2525025.250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,HWES,1.5162467956542969,"108 1713851.250 109 1713289.000 110 1712965.625 111 1749867.875 112 1616605.750 113 1704721.250 114 1600120.875 115 1532234.500 116 1532223.875 117 1517125.875 118 1525998.250 119 1558115.250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,XGBoost,1.3078742027282715,"108 231323.593750 109 133265.578125 110 199235.890625 111 231592.234375 112 274521.593750 113 126918.007812 114 111870.101562 115 51411.000000 116 70521.875000 117 231592.234375 118 51548.480469 119 259999.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ITR,XGBoost,2.2695703506469727,"81 13542.977539 82 16007.017578 83 29497.949219 84 12411.229492 85 27471.210938 86 12411.229492 87 26295.712891 88 27791.253906 89 13542.977539 90 19155.689453 91 21727.365234 92 21917.458984 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,IPTU,AR,2.1517200469970703,"108 8266093.00 109 43690988.00 110 8266093.00 111 8023121.50 112 6460315.00 113 8743950.00 114 3732221.25 115 8038209.50 116 3854776.25 117 6654426.00 118 4816545.50 119 6654426.00 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,ISS,SARIMAX,1.7572412490844727,"108 1717930.500 109 1717930.500 110 1717930.500 111 1717930.500 112 1716499.500 113 1717881.625 114 1711273.375 115 1708286.125 116 1717930.500 117 1715669.000 118 1717930.500 119 1717930.500 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,ITBI,HWES,1.2166502475738525,"108 2052622.250 109 2766604.750 110 2766927.000 111 2869055.000 112 2108959.250 113 2650587.500 114 2538588.000 115 2880064.500 116 2837683.500 117 2052620.125 118 2894707.500 119 2779026.750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,IRRF,SARIMAX,1.1105103492736816,"108 2692491.500 109 1596764.000 110 2692491.500 111 1596764.000 112 1596764.000 113 1596764.000 114 1596764.000 115 1612488.125 116 2692491.500 117 1596764.000 118 1596764.000 119 2692491.500 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do FPM,AR,1.6947057247161865,"108 4766926.0 109 7575074.5 110 5245534.5 111 5249195.5 112 4766926.0 113 4728508.0 114 7575074.5 115 5281411.0 116 3162502.0 117 6448243.0 118 4766926.0 119 7575074.5 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,HWES,1.2825112342834473,"108 2511189.25 109 2524612.50 110 2524565.75 111 2557330.25 112 2551352.25 113 2527392.50 114 2557330.25 115 2551437.75 116 2551437.75 117 2535790.50 118 2524966.75 119 2529676.00 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,AR,2.059394359588623,"108 1.405980e+06 109 1.517491e+06 110 1.401413e+06 111 1.406190e+06 112 1.471628e+06 113 1.188025e+06 114 8.085757e+05 115 6.510343e+05 116 3.649794e+05 117 3.649794e+05 118 2.354031e+05 119 1.406825e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ITR,XGBoost,1.5489082336425781,"99 61.755180 100 194.003769 101 196.725372 102 14381.766602 103 16343.007812 104 18071.363281 105 19128.974609 106 19126.152344 107 19136.751953 108 35118.871094 109 19136.751953 110 19126.248047 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Transferencias LC 61_1989,HWES,2.7195348739624023,"90 17571.306641 91 14688.912109 92 16259.822266 93 16342.078125 94 15939.319336 95 18828.037109 96 18602.166016 97 16199.813477 98 16056.805664 99 17012.093750 100 16105.968750 101 17819.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,IPTU,HWES,2.817425489425659,"93 2031.098633 94 4385.061523 95 67723.023438 96 77236.671875 97 77236.671875 98 73780.835938 99 9195.439453 100 9195.439453 101 8840.461914 102 13332.559570 103 13321.116211 104 13298.346680 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,ISS,AR,1.0948693752288818,"96 41758.539062 97 36563.585938 98 47610.625000 99 36570.109375 100 42475.007812 101 35013.906250 102 46802.546875 103 45698.230469 104 47939.867188 105 47706.285156 106 47977.179688 107 50283.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,ITBI,AR,2.107835054397583,"96 17510.705078 97 24953.062500 98 26008.925781 99 26262.654297 100 26448.078125 101 29934.238281 102 10599.294922 103 30041.730469 104 26426.716797 105 32505.693359 106 19547.044922 107 12813.017578 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,IRRF,MLP,1.9615333080291748,"96 81071.482837 97 86657.118056 98 91589.172304 99 97233.528923 100 103597.040832 101 110635.048285 102 117874.057617 103 124719.421716 104 132580.398407 105 141552.656535 106 150999.913660 107 158550.022340 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do FPM,SARIMAX,1.2379143238067627,"96 1223438.000 97 1811506.500 98 1137717.875 99 1223438.000 100 1783516.875 101 1223438.000 102 1811506.500 103 1223438.000 104 1222568.125 105 1174639.625 106 1811498.375 107 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,HWES,1.2044851779937744,"96 629348.8750 97 763138.9375 98 763146.7500 99 771924.2500 100 764841.6250 101 656725.9375 102 656725.9375 103 853512.6875 104 649941.5625 105 636621.1250 106 638759.1875 107 763146.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,MLP,1.787738561630249,"96 201725.293648 97 55273.625465 98 87343.447174 99 150009.716640 100 124625.248800 101 67654.821412 102 44623.879600 103 39729.282244 104 29251.069912 105 29539.048793 106 23830.353876 107 223891.398517 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ITR,AR,3.285578727722168,"92 7572.424316 93 6802.866211 94 6652.083984 95 6624.171387 96 6802.866211 97 5224.234375 98 7030.864746 99 6745.927734 100 194131.234375 101 214872.234375 102 14448.265625 103 8249.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Transferencias LC 61_1989,AR,1.6976206302642822,"96 10261.835938 97 9850.690430 98 9628.012695 99 9175.506836 100 9833.119141 101 7448.058594 102 8808.924805 103 7306.159180 104 8544.625000 105 8711.128906 106 7641.116211 107 8520.272461 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,IPTU,SARIMAX,1.9915215969085693,"91 7.906636e+05 92 1.114752e+06 93 1.222938e+05 94 -2.594227e+04 95 2.864595e+05 96 1.406896e+05 97 5.836134e+06 98 5.928756e+06 99 6.036850e+06 100 4.398342e+06 101 4.397078e+06 102 4.399080e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,ISS,MLP,1.570727825164795,"96 7.208257e+06 97 7.549480e+06 98 7.857536e+06 99 8.158554e+06 100 8.459902e+06 101 8.482807e+06 102 8.377852e+06 103 8.461673e+06 104 8.554183e+06 105 8.826029e+06 106 9.135571e+06 107 9.379359e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,ITBI,XGBoost,1.639603614807129,"96 49018.164062 97 53276.765625 98 174441.765625 99 166250.484375 100 53289.984375 101 76326.984375 102 74255.335938 103 78923.148438 104 166250.484375 105 76079.218750 106 83550.101562 107 173974.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,IRRF,MLP,1.3096253871917725,"96 1.453468e+06 97 1.381780e+06 98 1.373908e+06 99 1.362541e+06 100 8.487876e+05 101 2.220104e+06 102 1.420482e+06 103 1.464313e+06 104 1.463754e+06 105 1.453932e+06 106 1.468530e+06 107 2.340743e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do FPM,SARIMAX,1.8157434463500977,"96 2638567.00 97 4226183.00 98 2513100.75 99 2638567.00 100 4215028.00 101 2638567.00 102 4226183.00 103 2638567.00 104 2617566.50 105 2617566.50 106 4215028.00 107 4226930.00 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,AR,1.3380625247955322,"96 10900631.0 97 12014708.0 98 11978739.0 99 12024767.0 100 12696081.0 101 11878151.0 102 12024767.0 103 12005816.0 104 11880710.0 105 11880649.0 106 11214854.0 107 11978739.0 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,SARIMAX,1.946720838546753,"96 793737.437500 97 577170.937500 98 594539.312500 99 847215.687500 100 778563.250000 101 358448.750000 102 259902.375000 103 147946.593750 104 102440.617188 105 72472.242188 106 52969.406250 107 807190.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do ITR,HWES,3.127492666244507,"96 3866.201172 97 118864.132812 98 6102.802246 99 6067.202148 100 6681.663086 101 6681.663086 102 6681.663086 103 6772.977539 104 15178.763672 105 132592.046875 106 7102.436523 107 7278.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Transferencias LC 61_1989,SARIMAX,1.282559871673584,"96 275985.062500 97 273987.781250 98 276377.312500 99 261525.296875 100 273580.437500 101 268654.562500 102 265732.343750 103 266062.000000 104 270047.062500 105 270054.718750 106 266062.000000 107 268654.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,IPTU,MLP,2.826380729675293,"95 71886.027723 96 71099.781916 97 129083.981755 98 124622.419148 99 86419.601464 100 74513.987252 101 74675.556222 102 74517.612592 103 71683.173762 104 74654.164439 105 73185.019748 106 78021.663943 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,ISS,MLP,1.359116792678833,"96 68613.442156 97 61461.434483 98 59594.829392 99 65612.719518 100 57302.059060 101 70185.952645 102 65049.167100 103 77336.974048 104 57175.481320 105 60979.244436 106 62380.403314 107 64723.803908 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,ITBI,XGBoost,1.622527837753296,"96 17553.724609 97 25661.445312 98 52333.859375 99 21839.730469 100 16746.330078 101 16746.330078 102 16746.330078 103 115682.765625 104 23113.982422 105 12594.199219 106 55617.710938 107 17829.392578 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,IRRF,SARIMAX,1.3496899604797363,"96 99106.476562 97 93304.507812 98 95039.367188 99 91870.898438 100 94121.218750 101 94121.218750 102 91870.898438 103 95039.367188 104 94121.218750 105 157509.687500 106 91870.898438 107 157509.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do FPM,AR,2.143397331237793,"96 1.209606e+06 97 1.893769e+06 98 1.084031e+06 99 1.145875e+06 100 1.209639e+06 101 1.225494e+06 102 1.209640e+06 103 1.084031e+06 104 1.084033e+06 105 9.308291e+05 106 1.209639e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,SARIMAX,1.3512978553771973,"96 1224075.875 97 1077937.625 98 1243353.125 99 1224077.125 100 1197218.000 101 1210364.500 102 1224366.500 103 1197567.125 104 1197567.125 105 1197218.000 106 1224077.125 107 1224366.500 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,AR,1.848783016204834,"96 158969.046875 97 91102.992188 98 111584.828125 99 158968.968750 100 164147.937500 101 91100.281250 102 87870.937500 103 82121.859375 104 17431.550781 105 14125.447266 106 14136.170898 107 164147.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ITR,HWES,2.329580068588257,"60 184228.531250 61 45020.457031 62 29032.960938 63 33749.398438 64 43799.281250 65 33728.816406 66 33749.398438 67 45018.863281 68 21262.283203 69 828870.375000 70 201189.218750 71 201189.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Transferencias LC 61_1989,AR,1.8965740203857422,"96 12663.640625 97 11186.355469 98 12670.902344 99 12707.349609 100 12108.759766 101 12550.608398 102 12488.604492 103 12075.448242 104 12526.777344 105 12824.028320 106 13188.129883 107 12476.950195 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,IPTU,AR,2.06024169921875,"99 20595.679688 100 21652.345703 101 266352.093750 102 22375.462891 103 28737.546875 104 29942.095703 105 28737.546875 106 31629.906250 107 28737.546875 108 23643.375000 109 24956.083984 110 10227.754883 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,ISS,MLP,1.341252326965332,"104 38793.363290 105 35435.890207 106 36149.748395 107 37338.797074 108 41628.592855 109 36203.659243 110 37893.883529 111 39557.995614 112 37056.693815 113 36683.198293 114 35658.940396 115 34692.075511 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,ITBI,MLP,2.176069736480713,"104 32079.140800 105 33796.154610 106 33062.900466 107 30729.641215 108 24537.769615 109 24303.868207 110 24724.869535 111 25435.468228 112 25279.662985 113 26463.200590 114 26992.130687 115 28547.520158 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,IRRF,Prophet,1.2649908065795898,"98 148343.640625 99 144645.890625 100 148495.781250 101 143271.000000 102 148232.093750 103 148335.203125 104 148367.968750 105 144645.890625 106 141315.500000 107 148232.093750 108 148343.640625 109 149518.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do FPM,HWES,1.862422227859497,"104 1418289.125 105 2525024.750 106 1323215.625 107 1472208.250 108 1603950.500 109 1623253.625 110 1936741.000 111 1323215.625 112 1418438.250 113 1323215.625 114 1603950.500 115 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,SES,1.9557030200958252,"104 757343.8750 105 755733.9375 106 891613.8750 107 725706.0625 108 877508.3750 109 791877.7500 110 620272.4375 111 878686.1250 112 804129.6875 113 807489.0625 114 738399.1875 115 804142.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,HWES,1.1592967510223389,"104 150120.421875 105 95790.062500 106 88333.570312 107 138173.390625 108 109840.179688 109 97459.460938 110 51616.605469 111 40535.652344 112 54724.949219 113 42551.175781 114 25165.066406 115 218104.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ITR,SARIMAX,2.6319162845611572,"103 13494.450195 104 3275.369629 105 3465.244385 106 3276.429688 107 3138.134766 108 11339.180664 109 11256.295898 110 3739.343262 111 33780.164062 112 87711.203125 113 6183.900391 114 11770.178711 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Transferencias LC 61_1989,SES,1.7694737911224365,"104 7420.630371 105 7269.191406 106 6810.194336 107 7395.422363 108 7800.837891 109 6891.760742 110 6903.513184 111 7135.533691 112 6979.086426 113 6527.088379 114 6961.148438 115 7394.137207 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,IPTU,HWES,1.4394593238830566,"84 1.663408e+06 85 1.622745e+06 86 1.112792e+07 87 1.955635e+06 88 1.607964e+06 89 1.958099e+06 90 2.698416e+06 91 1.622450e+06 92 1.919742e+06 93 9.813212e+05 94 8.540604e+05 95 9.316199e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,ISS,SARIMAX,1.3099732398986816,"84 2832474.00 85 2832474.00 86 2418502.75 87 2418502.75 88 2586732.25 89 2586732.25 90 2832474.00 91 2832474.00 92 2832474.00 93 2832474.00 94 2415495.25 95 2832474.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,ITBI,XGBoost,1.8728041648864746,"84 745936.5000 85 769897.1250 86 775970.0000 87 769413.8750 88 769413.8750 89 767702.3125 90 772633.0625 91 769747.1250 92 767702.3125 93 773596.1875 94 769413.8750 95 775970.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,IRRF,HWES,2.0835530757904053,"84 2974629.00 85 2974629.00 86 2974286.50 87 2974286.50 88 2974286.50 89 2974629.00 90 2974286.50 91 2974629.00 92 2974629.00 93 2974286.50 94 2974286.50 95 2973131.25 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do FPM,AR,1.6196017265319824,"84 5460013.5 85 8206331.0 86 4777242.0 87 4846776.5 88 5460016.5 89 5543569.0 90 5460016.5 91 4777242.0 92 4778879.0 93 4387595.0 94 5460016.5 95 8206331.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,SES,1.1223602294921875,"84 7047533.5 85 6851808.0 86 7082067.5 87 7050802.5 88 7060275.0 89 7179328.0 90 7217290.0 91 7050802.5 92 7050802.5 93 7050802.5 94 7060275.0 95 7268582.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,SARIMAX,1.765909194946289,"84 3.688798e+06 85 1.175305e+06 86 1.129348e+06 87 2.683006e+06 88 3.681962e+06 89 1.021582e+06 90 7.561813e+05 91 5.012046e+05 92 3.947597e+05 93 2.806862e+05 94 1.939130e+05 95 3.689055e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ITR,XGBoost,1.8884685039520264,"84 3192.440918 85 3193.132812 86 4274.474121 87 11442.301758 88 3391.746094 89 22048.632812 90 4274.474121 91 8187.271484 92 6866.206055 93 6868.990234 94 8595.323242 95 8595.323242 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Transferencias LC 61_1989,HWES,1.1629507541656494,"72 62643.894531 73 54847.484375 74 55904.347656 75 59891.957031 76 37777.558594 77 59939.933594 78 64322.136719 79 56363.585938 80 46162.453125 81 61113.265625 82 59939.933594 83 64217.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,IPTU,MLP,1.2712433338165283,"104 152860.422487 105 158075.012995 106 165412.313628 107 181858.499695 108 394118.452108 109 209269.974219 110 196568.070832 111 200267.364372 112 183859.620881 113 156683.987918 114 178825.521879 115 167159.824475 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,1.2824575901031494,"104 432124.18750 105 438103.09375 106 441282.00000 107 442420.12500 108 442420.12500 109 442420.12500 110 441282.00000 111 441252.84375 112 440833.62500 113 410390.90625 114 409043.81250 115 441252.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,ITBI,SES,1.3383255004882812,"102 281413.28125 103 313321.71875 104 533936.00000 105 533040.75000 106 538332.62500 107 531710.12500 108 309713.15625 109 389093.03125 110 389047.00000 111 389093.03125 112 311202.68750 113 396425.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,IRRF,MLP,1.1526575088500977,"104 474419.362392 105 587430.008903 106 484669.657712 107 586108.967013 108 612887.205834 109 649963.607085 110 562751.889407 111 680791.824549 112 598884.658773 113 688209.451148 114 704616.159048 115 836007.468309 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do FPM,SARIMAX,1.5829346179962158,"102 3428205.00 103 5681310.00 104 3025932.75 105 3428205.00 106 3647429.00 107 3649344.25 108 5681310.00 109 3025932.75 110 3025800.00 111 2793012.75 112 3647429.00 113 5681306.00 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,HWES,1.2451562881469727,"102 3639782.25 103 3292992.25 104 3461051.50 105 3546179.50 106 3312411.00 107 3709645.00 108 3708590.00 109 4130613.00 110 3547963.75 111 4130613.00 112 3550235.00 113 3725774.00 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.9586422443389893,"101 9.096405e+05 102 5.389927e+05 103 4.258226e+05 104 1.303561e+06 105 9.110134e+05 106 4.465767e+05 107 4.345169e+05 108 4.332864e+05 109 3.435959e+05 110 3.394998e+05 111 3.317051e+05 112 8.821579e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ITR,HWES,2.5351502895355225,"98 2.533339e+05 99 4.121177e+04 100 4.135445e+04 101 3.391377e+04 102 3.659707e+04 103 4.795169e+04 104 3.351594e+04 105 4.795169e+04 106 3.736164e+05 107 2.412173e+06 108 4.366280e+05 109 4.352770e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Transferencias LC 61_1989,SES,1.2408249378204346,"91 30073.804688 92 33411.789062 93 34531.609375 94 44326.898438 95 34276.703125 96 35344.722656 97 30187.996094 98 34199.992188 99 43634.109375 100 32633.867188 101 34523.550781 102 30478.154297 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,IPTU,MLP,2.965949773788452,"100 16598.742645 101 18636.257615 102 21134.441446 103 23009.116262 104 26040.671766 105 29692.452408 106 39932.407518 107 21377.700409 108 22783.323802 109 24318.455179 110 26134.215778 111 29658.304852 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,ISS,XGBoost,1.4574368000030518,"108 79170.015625 109 77628.796875 110 79170.015625 111 79170.015625 112 79170.015625 113 79170.015625 114 79170.015625 115 79170.015625 116 79170.015625 117 79170.015625 118 79170.015625 119 79170.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,ITBI,SES,1.7465496063232422,"104 35731.707031 105 97738.500000 106 37066.203125 107 28804.693359 108 27452.812500 109 37021.527344 110 53180.570312 111 37655.972656 112 29642.310547 113 73557.273438 114 62191.503906 115 28658.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,IRRF,SARIMAX,2.485968589782715,"106 102241.937500 107 102407.648438 108 103596.125000 109 103859.554688 110 103859.554688 111 103859.554688 112 103859.554688 113 103859.554688 114 103859.554688 115 103859.554688 116 103859.554688 117 103859.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do FPM,HWES,1.8207664489746094,"108 1.379726e+06 109 1.893769e+06 110 1.128282e+06 111 1.199780e+06 112 1.379742e+06 113 1.314324e+06 114 1.379742e+06 115 1.128282e+06 116 1.128602e+06 117 9.899559e+05 118 1.379742e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,HWES,1.1679561138153076,"108 741699.2500 109 708016.3750 110 698185.3750 111 709581.8750 112 745146.3125 113 732606.6250 114 723949.6250 115 705145.6250 116 705094.2500 117 762115.4375 118 732286.0000 119 782710.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,HWES,1.8423571586608887,"106 114387.656250 107 68020.742188 108 114243.484375 109 115614.531250 110 70430.335938 111 37300.285156 112 12873.462891 113 6395.001465 114 5777.302734 115 12868.345703 116 5342.562012 117 129125.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ITR,MLP,2.529404640197754,"104 18902.030087 105 24295.784974 106 32500.818485 107 44249.115704 108 60267.244412 109 82130.698181 110 112040.515524 111 152878.102171 112 222596.976007 113 342150.162893 114 369168.167414 115 488815.266690 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Transferencias LC 61_1989,XGBoost,2.2432444095611572,"60 6256.995605 61 6233.384277 62 6258.908203 63 6256.995605 64 5234.769531 65 5234.769531 66 5234.769531 67 5234.769531 68 5243.731445 69 5243.731445 70 5234.769531 71 5234.769531 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,IPTU,XGBoost,1.593170404434204,"107 45607.371094 108 48689.050781 109 27300.119141 110 39117.808594 111 252778.921875 112 252597.921875 113 20180.443359 114 19987.343750 115 349971.437500 116 259454.937500 117 262304.125000 118 257215.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,ISS,SARIMAX,1.407003402709961,"108 96822.804688 109 93195.390625 110 93195.398438 111 92986.906250 112 93015.812500 113 93015.812500 114 93015.804688 115 92971.078125 116 92971.539062 117 93045.953125 118 93015.812500 119 92938.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,ITBI,MLP,4.1772449016571045,"105 147534.227960 106 169265.654911 107 194346.798945 108 223147.894115 109 256163.074147 110 291120.549939 111 339125.301055 112 388415.331254 113 448759.487743 114 381464.416010 115 454883.807031 116 527711.361143 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,IRRF,XGBoost,1.1867105960845947,"90 171249.296875 91 174568.265625 92 172142.875000 93 172142.875000 94 174531.453125 95 170669.828125 96 174531.453125 97 174531.453125 98 170413.078125 99 174531.453125 100 174568.265625 101 174532.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do FPM,HWES,1.2651150226593018,"107 1.193364e+06 108 1.893768e+06 109 9.961716e+05 110 1.140682e+06 111 1.208950e+06 112 1.222608e+06 113 1.218094e+06 114 9.961716e+05 115 1.019620e+06 116 9.646855e+05 117 1.208950e+06 118 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,HWES,1.3085708618164062,"108 730457.3750 109 621023.8125 110 717722.1250 111 708032.8750 112 800967.0000 113 777372.1875 114 800067.6875 115 774972.6250 116 800067.6875 117 766318.2500 118 774972.6250 119 766318.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,HWES,1.2403521537780762,"108 165184.218750 109 234841.578125 110 255017.046875 111 239279.359375 112 255060.031250 113 103879.632812 114 104703.578125 115 289234.062500 116 19214.037109 117 15158.883789 118 11293.141602 119 254950.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do ITR,XGBoost,2.331650495529175,"107 2.394856 108 3154.808350 109 288.424774 110 -104.771660 111 110.474182 112 288.424774 113 291.158905 114 1468.105957 115 5905.690430 116 11172.172852 117 1408.677612 118 1407.514648 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Transferencias LC 61_1989,AR,1.8518238067626953,"96 9482.021484 97 4566.536133 98 4762.948242 99 4557.550293 100 4759.577148 101 4310.925293 102 6498.231934 103 5140.408691 104 4941.174805 105 7979.775391 106 5142.685547 107 6751.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,IPTU,AR,2.7222025394439697,"79 26262.597656 80 2133.777100 81 1896.245605 82 45255.984375 83 45002.648438 84 45071.945312 85 2134.178223 86 9515.980469 87 26401.537109 88 24741.990234 89 24430.359375 90 684.885803 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,ISS,HWES,1.4137320518493652,"92 13942.369141 93 11930.251953 94 11878.363281 95 12242.282227 96 19546.693359 97 19551.820312 98 19476.646484 99 19476.646484 100 11929.918945 101 12925.400391 102 11957.985352 103 11760.323242 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,ITBI,MLP,1.8295972347259521,"92 17154.415532 93 17394.574421 94 17239.558872 95 17771.462583 96 18662.655224 97 19542.514544 98 18722.273053 99 18101.565726 100 17065.342420 101 17291.158425 102 16543.734210 103 17106.166422 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,IRRF,Prophet,1.2224221229553223,"68 28101.955078 69 28175.664062 70 28175.664062 71 28141.455078 72 28101.955078 73 28101.955078 74 28101.955078 75 28141.455078 76 28096.275391 77 28096.275391 78 28096.275391 79 28141.455078 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do FPM,MLP,1.2374982833862305,"82 1.274547e+06 83 1.466566e+06 84 1.171321e+06 85 1.244978e+06 86 1.309104e+06 87 1.273903e+06 88 1.414499e+06 89 1.198533e+06 90 1.215933e+06 91 1.190474e+06 92 1.331466e+06 93 1.672631e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,SES,1.1754751205444336,"92 362906.90625 93 361068.93750 94 360177.84375 95 364392.18750 96 349597.81250 97 358815.31250 98 364392.18750 99 364535.75000 100 364535.75000 101 347769.06250 102 347039.81250 103 349160.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,AR,3.1644320487976074,"91 57408.367188 92 24301.146484 93 29582.062500 94 57404.589844 95 38950.300781 96 8219.896484 97 8219.896484 98 7238.967285 99 6322.769043 100 5902.368164 101 6309.197754 102 62575.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ITR,XGBoost,1.5286431312561035,"76 183.172455 77 6962.626953 78 10801.422852 79 10770.264648 80 10777.334961 81 10786.231445 82 10755.605469 83 10800.465820 84 10786.863281 85 10788.551758 86 10755.102539 87 10799.368164 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Transferencias LC 61_1989,AR,1.6017694473266602,"92 3753.856445 93 2752.975342 94 3046.425293 95 3525.107178 96 3307.323730 97 3498.182861 98 3266.025391 99 2979.194336 100 2784.930420 101 3105.822266 102 2986.010742 103 3502.254639 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,IPTU,AR,1.819568157196045,"108 755038.562500 109 760611.875000 110 106931.664062 111 33305.039062 112 35221.472656 113 37408.089844 114 52815.371094 115 106931.664062 116 33980.925781 117 33305.039062 118 40258.707031 119 34005.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,ISS,MLP,1.1964282989501953,"108 189819.427337 109 181382.653771 110 175534.876023 111 180948.452762 112 168147.480704 113 175424.449119 114 177424.034051 115 175267.591441 116 184379.969133 117 182324.591030 118 178664.934643 119 185233.463404 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,ITBI,HWES,1.2613463401794434,"108 92109.179688 109 88158.648438 110 88158.648438 111 100890.304688 112 100890.632812 113 101020.226562 114 94553.593750 115 101020.226562 116 92105.656250 117 95125.320312 118 100890.304688 119 100890.632812 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,IRRF,SARIMAX,2.052502393722534,"108 505637.437500 109 198172.296875 110 297498.250000 111 334614.062500 112 334614.062500 113 297498.250000 114 313923.062500 115 313923.062500 116 313923.062500 117 334614.000000 118 313923.062500 119 527541.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do FPM,AR,1.4269087314605713,"108 2004062.000 109 3608810.000 110 2135465.500 111 1892264.250 112 2393557.250 113 2437637.750 114 3080961.750 115 1902791.625 116 2081229.625 117 1902791.625 118 2393557.250 119 3080961.750 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,AR,1.4114136695861816,"108 1549341.125 109 1372963.750 110 1332961.875 111 1379521.875 112 1422302.375 113 1267395.875 114 1266960.625 115 1340075.250 116 1340075.250 117 1316943.750 118 1386619.875 119 1406205.000 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,HWES,4.389944553375244,"108 1.029407e+06 109 2.037030e+05 110 2.037030e+05 111 3.765888e+05 112 2.037030e+05 113 7.949529e+04 114 6.857693e+04 115 6.530719e+04 116 5.244509e+04 117 3.873369e+04 118 2.964875e+04 119 9.384963e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Transferencias LC 61_1989,AR,1.7692019939422607,"108 13153.864258 109 13519.183594 110 14642.292969 111 11166.450195 112 11960.437500 113 14796.542969 114 13709.978516 115 12616.083008 116 11331.134766 117 13465.956055 118 15855.356445 119 15348.430664 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,IPTU,AR,2.0151922702789307,"104 11712.202148 105 2992.143555 106 145444.687500 107 18854.937500 108 30327.035156 109 12925.947266 110 18597.304688 111 10128.110352 112 8162.665527 113 8298.931641 114 14647.599609 115 14812.690430 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,ISS,XGBoost,1.599048137664795,"104 9917.325195 105 9657.309570 106 14526.554688 107 14541.226562 108 15158.985352 109 15222.902344 110 13536.976562 111 13536.976562 112 13536.976562 113 15414.520508 114 14178.236328 115 13167.863281 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,ITBI,AR,2.7731409072875977,"104 20554.972656 105 23361.863281 106 15000.398438 107 13372.537109 108 21226.544922 109 21183.792969 110 20529.625000 111 15837.618164 112 19404.527344 113 22464.007812 114 22598.529297 115 22646.740234 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,IRRF,Prophet,2.2352640628814697,"100 48311.753906 101 53017.949219 102 53017.949219 103 53017.949219 104 71445.195312 105 53017.949219 106 71445.195312 107 53017.949219 108 71424.500000 109 71424.500000 110 71424.500000 111 71424.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do FPM,AR,1.3249807357788086,"104 1266373.500 105 1893768.625 106 1078309.875 107 1222872.750 108 1624982.125 109 1227469.125 110 1624982.125 111 1078309.875 112 1090301.750 113 1076794.125 114 1266373.500 115 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,SARIMAX,1.0559921264648438,"104 792318.1875 105 778762.2500 106 792170.3125 107 792966.0000 108 794250.3750 109 792318.1875 110 791711.9375 111 793022.9375 112 791818.9375 113 794250.3750 114 793022.9375 115 794250.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,AR,2.841583728790283,"104 113743.390625 105 33943.195312 106 46448.816406 107 59282.941406 108 58321.402344 109 32900.843750 110 28840.451172 111 58321.402344 112 32894.042969 113 27388.806641 114 20622.585938 115 113637.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ITR,XGBoost,1.8072855472564697,"91 73.619484 92 77.040520 93 190.316666 94 77.336555 95 76.358795 96 2929.691895 97 979.379211 98 140.720993 99 3366.144775 100 3362.048828 101 396.843628 102 396.843628 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Transferencias LC 61_1989,XGBoost,1.439749002456665,"80 5017.991699 81 5019.755859 82 5108.708496 83 5140.530273 84 5122.781250 85 5701.009277 86 4602.176270 87 5139.693848 88 4981.618652 89 5461.875977 90 5034.512695 91 4596.126953 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,XGBoost,0.9889998435974121,"96 506785.0000 97 622196.1875 98 567268.1875 99 566804.1250 100 622971.6250 101 623380.2500 102 622196.1875 103 622914.6250 104 622196.1875 105 622913.5000 106 622914.6250 107 566804.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,ISS,HWES,1.4173979759216309,"96 506466.5625 97 506466.5625 98 505684.1875 99 506466.5625 100 506985.8750 101 506985.8750 102 506466.5625 103 506466.5625 104 505684.1875 105 506466.5625 106 506466.5625 107 507047.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,AR,1.5153098106384277,"96 8765.775391 97 -943.132996 98 -942.721863 99 -943.126404 100 -795.615845 101 1263.442139 102 -1989.119507 103 48810.785156 104 35464.277344 105 9924.843750 106 11012.595703 107 11980.465820 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,IRRF,SARIMAX,2.0736725330352783,"96 253610.312500 97 253612.234375 98 253612.234375 99 253612.234375 100 253612.234375 101 253612.234375 102 253612.234375 103 253612.234375 104 253612.234375 105 253610.312500 106 253612.234375 107 254038.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do FPM,SARIMAX,1.2313146591186523,"96 2040982.375 97 2314641.250 98 1763506.625 99 2040982.375 100 2314603.750 101 2079569.375 102 2010924.375 103 2079569.375 104 2013090.375 105 2010924.375 106 2314603.750 107 2314603.750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,SES,1.6109161376953125,"96 511049.59375 97 599503.00000 98 614691.43750 99 532763.37500 100 644531.75000 101 592310.62500 102 605719.62500 103 621700.18750 104 579157.31250 105 575661.50000 106 585350.87500 107 575661.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,MLP,1.0747475624084473,"82 170343.571325 83 125635.136747 84 137760.227072 85 159504.113976 86 151356.512453 87 129016.986009 88 116058.933135 89 113870.807437 90 104204.196597 91 102234.259185 92 104244.693529 93 181773.709082 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,IPTU,XGBoost,1.9876513481140137,"72 11304.253906 73 10084.782227 74 10084.782227 75 9475.340820 76 9475.340820 77 9475.340820 78 10221.842773 79 13863.822266 80 175805.562500 81 15944.702148 82 11304.253906 83 11304.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,ISS,MLP,2.211604118347168,"108 49266.145613 109 47107.393018 110 55499.336596 111 53976.517316 112 66108.640980 113 59096.182242 114 64047.741453 115 72775.804478 116 82843.437483 117 70643.933172 118 77260.630194 119 96496.310962 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,ITBI,MLP,2.616450071334839,"108 52402.614956 109 55849.238327 110 57720.424233 111 61094.449608 112 51645.045067 113 47590.526187 114 49954.488271 115 50782.251394 116 51662.513283 117 54950.942792 118 58466.601398 119 59673.405765 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,IRRF,HWES,2.666123151779175,"94 79988.171875 95 41864.734375 96 41987.039062 97 41864.734375 98 42325.226562 99 42392.160156 100 42045.960938 101 42045.960938 102 42045.960938 103 42045.960938 104 42090.472656 105 42389.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do FPM,HWES,1.3335418701171875,"108 1.246338e+06 109 1.783047e+06 110 1.101949e+06 111 1.159990e+06 112 1.246323e+06 113 1.261335e+06 114 1.246323e+06 115 1.101949e+06 116 1.101950e+06 117 9.491916e+05 118 1.246323e+06 119 1.783047e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,HWES,1.296886682510376,"108 834900.5625 109 784627.3125 110 793745.7500 111 835439.1250 112 835747.0625 113 834780.7500 114 835342.5625 115 858983.8750 116 858983.8750 117 854130.6875 118 853544.5000 119 854130.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,AR,1.7360563278198242,"108 161351.468750 109 68943.382812 110 90947.414062 111 185481.031250 112 162054.203125 113 26747.085938 114 37384.390625 115 10609.398438 116 9306.041992 117 9341.952148 118 9304.702148 119 185901.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ITR,MLP,3.0718820095062256,"102 11158.191068 103 13639.599598 104 16514.840150 105 20229.322332 106 24801.995089 107 30172.757513 108 36926.770019 109 45213.170110 110 58789.295560 111 83520.506742 112 75211.602152 113 89111.283692 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Transferencias LC 61_1989,XGBoost,2.006711721420288,"59 6170.108398 60 6213.197754 61 6175.662109 62 6170.108398 63 6116.861816 64 6116.850586 65 6116.850586 66 6116.850586 67 6213.197754 68 6170.108398 69 6116.850586 70 6112.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,IPTU,HWES,2.0793325901031494,"108 2.214989e+05 109 2.378153e+05 110 2.315230e+06 111 2.315230e+06 112 2.274073e+05 113 2.372821e+05 114 2.761282e+05 115 2.265650e+05 116 2.007604e+05 117 2.314412e+05 118 1.193092e+05 119 1.750597e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,ISS,XGBoost,1.3256258964538574,"108 565249.3750 109 580258.8125 110 532755.4375 111 600616.5625 112 600616.5625 113 585639.0625 114 585304.8750 115 632449.3750 116 591563.8750 117 581067.1250 118 600616.5625 119 670733.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,ITBI,MLP,1.4196748733520508,"108 277770.216393 109 361136.734666 110 361628.654755 111 367401.757956 112 315685.816460 113 459442.505385 114 269660.114848 115 331923.574644 116 304278.449692 117 292450.306162 118 294147.389368 119 288846.786117 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,IRRF,Prophet,2.0184333324432373,"108 4.493991e+05 109 4.543606e+05 110 4.686368e+05 111 4.703604e+05 112 4.224016e+05 113 4.187362e+05 114 4.434604e+05 115 4.300021e+05 116 4.336676e+05 117 4.475814e+05 118 4.328852e+05 119 2.028120e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do FPM,HWES,2.2872025966644287,"108 3813474.75 109 5050049.50 110 2683739.75 111 3781262.00 112 3813474.75 113 3812525.25 114 3908193.00 115 2683739.75 116 2683740.00 117 2662550.75 118 3813474.75 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,HWES,1.3988721370697021,"108 3842982.00 109 3991731.25 110 4005536.75 111 4156808.75 112 4199226.00 113 4006267.00 114 4210765.50 115 4224219.00 116 4225323.50 117 4141432.25 118 3845353.75 119 4141432.25 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,SARIMAX,2.1657958030700684,"108 9.675942e+05 109 6.400465e+05 110 9.823147e+05 111 9.875041e+05 112 1.217558e+06 113 5.921926e+05 114 6.174431e+05 115 4.717484e+05 116 3.235372e+05 117 2.494361e+05 118 9.007819e+04 119 9.826855e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ITR,AR,2.0995311737060547,"72 1.714202e+05 73 1.518227e+04 74 2.789445e+04 75 1.306218e+04 76 2.369294e+04 77 1.004805e+04 78 1.067532e+04 79 2.434384e+04 80 1.743815e+05 81 2.563179e+06 82 1.742815e+05 83 3.011910e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Transferencias LC 61_1989,MLP,1.2141168117523193,"84 38811.170767 85 35738.042280 86 36786.329437 87 33746.733382 88 41414.237586 89 38038.835053 90 38247.069913 91 37301.195385 92 37676.331289 93 41139.957354 94 37046.048356 95 38576.269739 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,IPTU,HWES,2.632401704788208,"107 30459.890625 108 57773.636719 109 58400.843750 110 102023.812500 111 79187.375000 112 58402.441406 113 41288.238281 114 14399.843750 115 15330.734375 116 14794.664062 117 14779.844727 118 57773.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,ISS,MLP,2.8527309894561768,"108 21015.427158 109 24917.873805 110 21332.272738 111 21105.693598 112 23976.686187 113 22521.664420 114 23399.770732 115 22055.888957 116 22024.534281 117 24247.324754 118 22045.008182 119 25274.607912 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,ITBI,MLP,2.2800300121307373,"101 15648.446902 102 15716.078278 103 16679.185634 104 17355.712746 105 19292.038412 106 16297.516363 107 16545.031881 108 17484.796972 109 17279.302192 110 16662.451156 111 17779.191703 112 17083.851323 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,IRRF,MLP,1.782439947128296,"107 47951.111759 108 55633.169550 109 46659.547743 110 50603.413710 111 51677.201649 112 53994.171270 113 55228.876713 114 56911.425126 115 59832.555753 116 53907.552718 117 40845.313626 118 65373.018002 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do FPM,HWES,1.4984714984893799,"108 1.309867e+06 109 1.310004e+06 110 1.003587e+06 111 1.039319e+06 112 1.310004e+06 113 1.401878e+06 114 1.893769e+06 115 1.003587e+06 116 1.003750e+06 117 9.513884e+05 118 1.310004e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,HWES,1.7084956169128418,"108 440370.84375 109 416010.93750 110 369497.12500 111 396542.59375 112 406138.50000 113 442935.65625 114 396529.46875 115 451144.28125 116 451144.28125 117 450379.46875 118 472867.96875 119 451144.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,MLP,2.8572452068328857,"106 46056.699821 107 75617.443702 108 76566.900058 109 56081.335935 110 59540.848085 111 95463.693416 112 52080.205384 113 48676.259101 114 48037.817176 115 44964.506953 116 46061.191443 117 81890.544262 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ITR,MLP,2.2502033710479736,"82 36608.102170 83 45942.433853 84 57830.236000 85 72763.669706 86 89421.294952 87 101459.833056 88 116870.398787 89 147080.957334 90 183080.795719 91 219581.958259 92 265771.278026 93 334157.463057 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,IPTU,XGBoost,2.1177403926849365,"92 21928.681641 93 21089.720703 94 142829.359375 95 142915.718750 96 142876.687500 97 142915.718750 98 142911.921875 99 143136.593750 100 141786.843750 101 142891.171875 102 142891.171875 103 142911.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,ISS,XGBoost,1.9071533679962158,"96 122937.375000 97 117425.304688 98 121883.898438 99 122937.578125 100 122941.093750 101 95848.945312 102 85531.343750 103 71560.585938 104 71674.117188 105 72532.695312 106 76907.203125 107 85977.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,ITBI,AR,1.6487131118774414,"96 19114.726562 97 132431.203125 98 12490.674805 99 11131.046875 100 12524.649414 101 21945.771484 102 12524.649414 103 16916.687500 104 36710.335938 105 43856.390625 106 12468.372070 107 132419.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,IRRF,AR,2.4799296855926514,"94 70211.734375 95 69707.898438 96 69707.898438 97 69707.898438 98 69707.898438 99 44729.492188 100 343731.187500 101 69707.898438 102 69707.898438 103 69707.898438 104 69707.898438 105 351059.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do FPM,MLP,1.3123953342437744,"96 9.882458e+05 97 1.049767e+06 98 9.191355e+05 99 7.736968e+05 100 1.411050e+06 101 1.027985e+06 102 1.306970e+06 103 1.117570e+06 104 1.080775e+06 105 1.062335e+06 106 1.177074e+06 107 1.476437e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,HWES,1.333967924118042,"96 745945.1875 97 753139.3125 98 741559.8750 99 802061.5000 100 809369.0000 101 752543.2500 102 809369.0000 103 809369.6250 104 809260.1875 105 809260.1875 106 809260.1875 107 811918.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,MLP,1.9397296905517578,"83 52130.112324 84 59909.079824 85 69400.352873 86 80827.555194 87 94655.084505 88 126931.946930 89 151097.584834 90 139175.049611 91 138270.499408 92 159623.069666 93 183755.535346 94 237916.474552 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do ITR,HWES,2.380467653274536,"93 4959.645996 94 19455.490234 95 3579.023682 96 3408.277100 97 2930.708740 98 4191.306152 99 2794.069092 100 4495.100098 101 17058.980469 102 23320.828125 103 8073.923828 104 18077.603516 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,IPTU,AR,3.004093885421753,"90 14267.262695 91 13644.861328 92 14121.949219 93 19303.832031 94 22935.958984 95 14121.949219 96 19303.832031 97 114321.515625 98 382082.375000 99 71133.320312 100 18154.042969 101 19700.822266 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,ISS,SARIMAX,2.2700815200805664,"108 50045.402344 109 60305.210938 110 59232.945312 111 63797.558594 112 63810.062500 113 59232.945312 114 63793.707031 115 63793.707031 116 63793.707031 117 63793.707031 118 63810.062500 119 63810.062500 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,ITBI,AR,1.3226304054260254,"108 16354.656250 109 24270.298828 110 18508.617188 111 22502.882812 112 24409.144531 113 10704.254883 114 18707.914062 115 10632.928711 116 13798.963867 117 11315.162109 118 17367.257812 119 20147.595703 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,IRRF,HWES,1.8694682121276855,"108 82678.648438 109 82678.648438 110 82678.648438 111 82678.648438 112 82678.648438 113 82678.648438 114 79587.187500 115 82678.648438 116 76186.835938 117 82678.648438 118 82678.648438 119 82678.828125 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do FPM,HWES,1.389944076538086,"108 1196636.500 109 1893768.625 110 1049860.125 111 1143964.250 112 1196624.750 113 1226658.875 114 1196624.750 115 1049860.125 116 1049860.125 117 933546.875 118 1196624.750 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,HWES,1.296111822128296,"108 903962.0625 109 705955.8125 110 845312.5625 111 913046.2500 112 914503.5000 113 903962.0625 114 913046.2500 115 914503.5000 116 913063.6875 117 914503.5000 118 905172.3125 119 914503.5000 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,AR,2.2463409900665283,"108 225866.031250 109 98084.531250 110 98084.531250 111 138605.968750 112 201294.453125 113 30077.853516 114 18234.123047 115 13872.861328 116 18234.123047 117 13872.861328 118 21310.351562 119 223141.640625 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ITR,HWES,2.500502824783325,"99 705.753967 100 603.753906 101 785.690002 102 799.356689 103 642.032898 104 642.032898 105 785.690002 106 785.690002 107 11340.260742 108 11340.260742 109 804.238953 110 799.362549 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Transferencias LC 61_1989,HWES,1.4173543453216553,"96 7348.671875 97 6515.223633 98 7718.645020 99 7351.784668 100 7259.081055 101 7355.455078 102 7356.113770 103 7669.766602 104 7352.115234 105 7144.513672 106 7718.645020 107 7137.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,IPTU,MLP,2.112558603286743,"89 21075.984763 90 23619.899400 91 26230.381056 92 28500.214042 93 31255.646657 94 105685.022928 95 27683.702316 96 30413.053487 97 27952.787872 98 29092.282246 99 34528.445653 100 33928.174619 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,ISS,XGBoost,1.616861343383789,"96 74973.625000 97 74991.773438 98 74789.367188 99 74963.078125 100 74963.078125 101 74963.078125 102 74789.367188 103 74701.046875 104 74991.773438 105 74963.078125 106 74789.367188 107 74701.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,ITBI,SES,1.6373481750488281,"92 13272.965820 93 14142.679688 94 13959.000977 95 14142.654297 96 13352.363281 97 14093.401367 98 13189.382812 99 13338.654297 100 13338.821289 101 13358.678711 102 14149.747070 103 14716.034180 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,IRRF,Prophet,1.86678147315979,"95 215314.640625 96 215314.640625 97 215314.421875 98 215314.421875 99 215314.421875 100 213414.531250 101 215314.421875 102 215314.421875 103 215314.421875 104 213999.750000 105 213428.375000 106 213999.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do FPM,MLP,1.5176117420196533,"96 1.169409e+06 97 1.369312e+06 98 1.095558e+06 99 1.180621e+06 100 1.241194e+06 101 1.208802e+06 102 1.391363e+06 103 1.199584e+06 104 1.164804e+06 105 1.149026e+06 106 1.270157e+06 107 1.580894e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,SES,1.3493523597717285,"96 548450.43750 97 537878.68750 98 592017.68750 99 533178.00000 100 592816.37500 101 516710.06250 102 516710.06250 103 506224.96875 104 516998.25000 105 512375.09375 106 517236.50000 107 571392.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,XGBoost,1.3394811153411865,"96 300191.468750 97 52776.527344 98 296703.312500 99 300299.750000 100 77653.171875 101 49430.464844 102 35091.328125 103 29443.779297 104 30313.271484 105 32131.990234 106 29443.779297 107 300191.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ITR,SARIMAX,1.444227933883667,"93 190.220657 94 102.875702 95 1084.573975 96 1529.547607 97 -24.564920 98 -49.131363 99 1770.731567 100 219.621155 101 4468.647949 102 15615.709961 103 1540.751099 104 1475.914795 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Transferencias LC 61_1989,XGBoost,1.2937393188476562,"72 5592.033203 73 4466.270508 74 3864.577637 75 3807.809326 76 3657.414307 77 4016.424805 78 4240.599609 79 710.165466 80 4258.544434 81 4399.693848 82 3877.822510 83 4271.944824 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,IPTU,SARIMAX,3.1361515522003174,"97 -1888.793457 98 7885.773438 99 47416.156250 100 47345.355469 101 48963.714844 102 4718.708984 103 3300.713379 104 4713.540527 105 3055.085449 106 15720.718750 107 3375.709717 108 2781.140137 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,ISS,SARIMAX,2.1899099349975586,"104 14533.250000 105 17769.916016 106 17771.056641 107 17769.916016 108 14435.801758 109 14481.932617 110 17667.261719 111 17770.757812 112 17770.757812 113 17452.996094 114 17635.146484 115 22091.873047 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,ITBI,SES,1.5625357627868652,"90 14631.577148 91 11567.401367 92 5678.152344 93 5843.963379 94 5439.137695 95 20331.980469 96 7389.165039 97 5117.007812 98 8006.383789 99 6680.740723 100 6605.361328 101 7978.814941 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,IRRF,MLP,2.471238374710083,"104 39204.070000 105 50061.275932 106 50910.783584 107 50724.552573 108 52162.996848 109 53838.839776 110 54729.971599 111 57309.922570 112 55153.974991 113 57760.167252 114 62359.060658 115 81727.484733 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do FPM,HWES,1.5520586967468262,"104 1.374550e+06 105 1.893770e+06 106 1.018665e+06 107 1.146249e+06 108 1.326186e+06 109 1.377044e+06 110 1.326186e+06 111 1.018665e+06 112 1.018665e+06 113 9.400608e+05 114 1.326186e+06 115 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,SES,1.3467590808868408,"104 430932.43750 105 405992.90625 106 406596.21875 107 451736.53125 108 453056.84375 109 444041.00000 110 452575.18750 111 451954.00000 112 451954.00000 113 449648.90625 114 446845.65625 115 451087.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,XGBoost,2.7377755641937256,"104 36241.867188 105 22714.990234 106 19567.923828 107 29702.179688 108 38519.875000 109 21583.679688 110 8552.689453 111 10056.581055 112 8658.266602 113 3273.125977 114 842.616211 115 41906.144531 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ITR,XGBoost,2.284224510192871,"72 43.892147 73 764.447571 74 -269.214539 75 -269.214539 76 211.191193 77 1283.070312 78 -277.551239 79 204.473328 80 237.738007 81 221.361771 82 49.597214 83 49.597214 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Transferencias LC 61_1989,AR,1.6546969413757324,"104 3336.914062 105 3931.831543 106 3427.835205 107 3632.360840 108 3281.982422 109 4080.689697 110 4293.559082 111 3776.823486 112 3510.655273 113 3139.268555 114 3363.627686 115 3258.778076 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,IPTU,AR,2.3477463722229004,"90 1.470836e+05 91 1.991009e+05 92 1.766709e+06 93 2.090490e+05 94 2.311074e+05 95 1.262344e+05 96 1.979777e+05 97 1.142392e+05 98 1.371111e+05 99 8.089314e+04 100 9.541931e+04 101 2.048424e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,ISS,SARIMAX,1.4539811611175537,"92 247477.078125 93 247958.328125 94 230459.375000 95 247495.531250 96 244805.468750 97 247572.781250 98 247572.781250 99 247467.187500 100 247467.187500 101 244805.468750 102 247495.531250 103 247470.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,ITBI,SES,1.1543018817901611,"92 79376.085938 93 103289.718750 94 103294.546875 95 91227.929688 96 92268.929688 97 79376.085938 98 93402.257812 99 100672.953125 100 92526.984375 101 81433.531250 102 92831.710938 103 81480.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,IRRF,MLP,1.5286929607391357,"92 156107.301848 93 153380.746000 94 170676.688070 95 161650.475807 96 170214.618537 97 160647.259737 98 184189.169882 99 164315.032083 100 171283.104882 101 173284.913232 102 173483.131982 103 238062.407843 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do FPM,SARIMAX,1.372943639755249,"92 3172300.75 93 3221387.00 94 1755668.00 95 3172300.75 96 3221166.50 97 3172300.75 98 3221387.00 99 3172300.75 100 2210783.50 101 1841578.75 102 3221166.50 103 3221387.00 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,AR,1.2315232753753662,"92 1283961.500 93 1335453.000 94 1248553.000 95 1355041.125 96 1628556.125 97 1255655.500 98 1357982.250 99 1335415.875 100 1356814.375 101 1356814.375 102 1352464.375 103 1247898.625 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,MLP,1.853952169418335,"92 7.070663e+05 93 3.229890e+05 94 4.212656e+05 95 7.468660e+05 96 5.499700e+05 97 3.182155e+05 98 2.741556e+05 99 2.554750e+05 100 2.035676e+05 101 1.844652e+05 102 1.887440e+05 103 1.019752e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,IPTU,SARIMAX,3.813555955886841,"107 6725.302734 108 6165.518066 109 6165.518066 110 154441.078125 111 15083.663086 112 14356.447266 113 15083.663086 114 13460.274414 115 11830.305664 116 6165.518066 117 6413.803711 118 12153.278320 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,ISS,HWES,1.5242884159088135,"108 25404.580078 109 19709.466797 110 15835.437500 111 20432.664062 112 20433.392578 113 20351.654297 114 19709.466797 115 20328.617188 116 21441.214844 117 20432.664062 118 20685.160156 119 20685.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,ITBI,MLP,3.1757612228393555,"106 15185.554993 107 14402.628154 108 13205.651028 109 14339.332880 110 14277.724315 111 13239.905812 112 13773.943272 113 22641.124891 114 15332.689963 115 25513.075670 116 15675.970633 117 17009.459819 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,IRRF,XGBoost,1.5408680438995361,"108 67326.718750 109 71768.335938 110 67326.718750 111 55538.097656 112 67326.718750 113 124107.539062 114 72084.367188 115 67326.718750 116 72084.367188 117 72084.367188 118 124107.539062 119 124107.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do FPM,HWES,1.3922100067138672,"108 1.490923e+06 109 1.490923e+06 110 1.160214e+06 111 1.453702e+06 112 1.490923e+06 113 1.453835e+06 114 1.490923e+06 115 1.160214e+06 116 1.160009e+06 117 9.884283e+05 118 1.490923e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,HWES,1.314300775527954,"108 901781.3750 109 875921.4375 110 875255.3750 111 912142.2500 112 909150.2500 113 903572.3750 114 912132.6875 115 909150.2500 116 909150.2500 117 909649.8125 118 898821.2500 119 904508.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,SARIMAX,2.2093875408172607,"106 92580.593750 107 17047.394531 108 36896.667969 109 118545.242188 110 36962.386719 111 19004.806641 112 7509.901855 113 7079.217773 114 7781.302734 115 7973.548828 116 8582.435547 117 118537.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ITR,AR,2.219778299331665,"86 784.517090 87 -90.015060 88 2380.990967 89 2410.336426 90 403.633942 91 204.572357 92 924.295532 93 1359.459473 94 517.884644 95 -113.683044 96 2245.858398 97 808.918274 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Transferencias LC 61_1989,SES,1.8502581119537354,"108 4629.155762 109 4545.805664 110 4596.405762 111 4860.379883 112 4737.323730 113 5123.546387 114 5147.224121 115 4917.130859 116 5184.659180 117 4744.394531 118 4859.103027 119 5235.956543 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,IPTU,AR,2.63139009475708,"108 30813.837891 109 31363.015625 110 74097.460938 111 93635.968750 112 295216.625000 113 83000.562500 114 81192.132812 115 72240.601562 116 60517.878906 117 81186.843750 118 34534.503906 119 34534.503906 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,ISS,SES,1.8577704429626465,"108 90521.289062 109 91672.406250 110 92844.445312 111 92791.898438 112 88708.468750 113 80780.421875 114 85459.523438 115 80780.421875 116 81905.257812 117 85459.523438 118 85459.523438 119 85459.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,ITBI,HWES,1.2872626781463623,"106 32095.314453 107 36363.511719 108 36700.781250 109 39549.480469 110 39249.992188 111 54262.007812 112 46412.304688 113 54766.230469 114 36362.125000 115 32631.357422 116 32966.109375 117 33953.082031 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,IRRF,SARIMAX,1.3542892932891846,"108 220956.765625 109 201302.546875 110 201302.546875 111 201302.546875 112 201302.546875 113 201302.546875 114 201302.546875 115 201302.546875 116 201302.546875 117 201302.546875 118 201302.546875 119 201302.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do FPM,HWES,2.247373580932617,"108 1.364355e+06 109 1.893768e+06 110 1.087919e+06 111 1.105670e+06 112 1.364356e+06 113 1.105669e+06 114 1.364346e+06 115 1.087919e+06 116 1.075783e+06 117 9.517943e+05 118 1.893768e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,HWES,1.5665669441223145,"108 1363959.250 109 1186227.375 110 1191316.125 111 1375755.625 112 1391571.250 113 1371608.125 114 1375755.625 115 1375755.625 116 1396254.750 117 1396254.750 118 1372275.375 119 1391571.250 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,AR,2.1878461837768555,"108 272158.656250 109 160105.781250 110 197271.187500 111 272292.843750 112 210396.156250 113 68101.343750 114 28090.986328 115 14407.841797 116 17255.677734 117 13434.239258 118 9904.654297 119 294535.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ITR,SARIMAX,2.725696563720703,"108 2448.394287 109 1876.200439 110 1040.457031 111 1052.112427 112 628.627319 113 1855.177734 114 1867.420410 115 2098.077148 116 42012.023438 117 66061.398438 118 1220.050293 119 1381.461060 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Transferencias LC 61_1989,HWES,1.5265729427337646,"108 10706.002930 109 12105.906250 110 10924.607422 111 11863.713867 112 11609.703125 113 12458.524414 114 11729.346680 115 12564.204102 116 12665.196289 117 12697.690430 118 12326.781250 119 13160.934570 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,IPTU,AR,1.6427404880523682,"90 2991.520508 91 1102.419556 92 842.877380 93 24869.488281 94 4372.037109 95 5360.750000 96 1609.980591 97 2285.055664 98 16471.677734 99 1487.298218 100 1077.461182 101 6414.927734 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,ISS,XGBoost,1.6295907497406006,"96 18673.802734 97 18600.478516 98 18595.466797 99 18593.031250 100 18673.802734 101 18545.234375 102 18676.623047 103 18675.777344 104 18675.777344 105 18675.777344 106 18675.777344 107 18675.777344 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,ITBI,SES,1.689267873764038,"80 10060.638672 81 5461.166504 82 8208.208984 83 7321.287598 84 1966.937256 85 9159.234375 86 9285.395508 87 8188.312500 88 1626.578613 89 1146.092041 90 1438.243896 91 8273.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,IRRF,XGBoost,2.5476186275482178,"96 35293.542969 97 35331.230469 98 35348.382812 99 35345.285156 100 35345.285156 101 35345.734375 102 35348.382812 103 35348.382812 104 35348.382812 105 35345.734375 106 35348.382812 107 35348.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do FPM,SARIMAX,1.3596282005310059,"96 9.346351e+05 97 1.012798e+06 98 8.331099e+05 99 9.346351e+05 100 1.012798e+06 101 9.981932e+05 102 8.328772e+05 103 9.981932e+05 104 8.331099e+05 105 8.328772e+05 106 1.012798e+06 107 1.012798e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,SES,1.1912517547607422,"96 211005.390625 97 220410.453125 98 261033.015625 99 220410.531250 100 261290.109375 101 220409.671875 102 220409.671875 103 256181.859375 104 220409.671875 105 219006.734375 106 210395.312500 107 261032.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,MLP,1.8100364208221436,"96 93227.720976 97 53317.083740 98 39075.332741 99 62151.733498 100 46603.612879 101 20109.737026 102 17486.017486 103 16691.313150 104 15983.206115 105 13935.772338 106 16742.154341 107 117636.935425 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ITR,XGBoost,1.4776194095611572,"83 451.871307 84 444.123138 85 1918.009155 86 1916.285034 87 1916.261841 88 1917.751831 89 1917.838501 90 1916.998779 91 13.518476 92 12.461803 93 1917.270630 94 1914.776367 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,IPTU,SARIMAX,1.9589869976043701,"99 8212.085938 100 23561.468750 101 174984.562500 102 23565.029297 103 65164.812500 104 87629.242188 105 127772.218750 106 130019.554688 107 128779.421875 108 128924.867188 109 128793.234375 110 127614.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,ISS,SARIMAX,1.5819337368011475,"108 175457.859375 109 173216.640625 110 193472.859375 111 193473.984375 112 193472.843750 113 184025.656250 114 193472.843750 115 193472.859375 116 193472.859375 117 192228.312500 118 192232.921875 119 193472.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,ITBI,SES,1.613802433013916,"108 65744.320312 109 91153.828125 110 48465.109375 111 48328.179688 112 27247.019531 113 55008.843750 114 52320.312500 115 48465.109375 116 27247.019531 117 48465.109375 118 40674.167969 119 27247.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,IRRF,SARIMAX,1.286336898803711,"102 70862.531250 103 70862.531250 104 130600.187500 105 72231.140625 106 69800.578125 107 70862.531250 108 70862.531250 109 130600.187500 110 70862.531250 111 130600.187500 112 71946.718750 113 130600.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do FPM,HWES,1.5365469455718994,"108 1213789.125 109 1893770.625 110 1106819.500 111 1151403.750 112 1206336.000 113 1231564.375 114 1206337.375 115 1106819.500 116 1107433.125 117 933924.625 118 1206336.000 119 1893770.625 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,HWES,1.102910041809082,"108 824423.5625 109 638690.3125 110 794078.5625 111 802062.3125 112 812853.8125 113 780499.0000 114 802886.9375 115 802061.3125 116 802062.3125 117 802062.3125 118 812853.8125 119 797641.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,HWES,1.7372448444366455,"106 146526.156250 107 41866.449219 108 157955.203125 109 136200.515625 110 122385.507812 111 11243.481445 112 12043.175781 113 12043.175781 114 10096.914062 115 12042.404297 116 6188.170410 117 136200.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ITR,MLP,2.8911993503570557,"98 61862.579028 99 79366.145840 100 102428.786900 101 131946.582774 102 171431.918451 103 221918.036558 104 277449.652723 105 359413.586070 106 479879.464300 107 647130.828882 108 688465.803896 109 887032.014919 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Transferencias LC 61_1989,HWES,3.195810079574585,"96 6755.990723 97 6595.159180 98 6485.514160 99 6417.683105 100 6684.880371 101 6746.856934 102 6656.130859 103 6718.866211 104 6666.821289 105 6607.133789 106 6731.468262 107 6472.249023 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,IPTU,HWES,2.16166090965271,"108 3.078689e+05 109 2.629875e+06 110 2.631348e+06 111 3.238707e+06 112 6.406374e+05 113 6.406374e+05 114 6.406374e+05 115 3.147282e+05 116 3.116018e+05 117 8.841693e+04 118 8.834191e+04 119 8.702764e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,ISS,SARIMAX,1.3208720684051514,"108 923240.0 109 923984.0 110 923240.0 111 923255.5 112 923240.0 113 923255.5 114 923255.5 115 923240.0 116 923255.5 117 923255.5 118 923240.0 119 923255.5 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,ITBI,MLP,1.3882246017456055,"108 229460.342971 109 282929.531056 110 267112.611408 111 243720.270971 112 257273.839789 113 278708.448480 114 259472.094813 115 318022.324907 116 278141.581508 117 286238.663428 118 272954.607145 119 289941.449647 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,IRRF,SARIMAX,1.3598735332489014,"108 628143.2500 109 257120.3750 110 628143.2500 111 624502.1250 112 624502.1250 113 624502.1250 114 628369.1875 115 624502.1250 116 624502.1250 117 624502.1250 118 624502.1250 119 628143.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do FPM,HWES,1.5150127410888672,"108 3421290.75 109 5049910.00 110 2321252.75 111 2994659.00 112 3421144.50 113 3420898.75 114 3421144.50 115 2654326.25 116 2715828.00 117 2662381.75 118 3421144.50 119 5049910.00 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,HWES,1.5271031856536865,"108 2704811.000 109 2559697.750 110 1764108.750 111 2095986.750 112 2269336.750 113 2106306.000 114 2095760.250 115 2058650.625 116 2616780.250 117 2342643.500 118 2614665.750 119 2342590.500 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,AR,2.8445072174072266,"108 1.668413e+06 109 5.525198e+05 110 7.568641e+05 111 1.410820e+06 112 8.825831e+05 113 3.687446e+05 114 2.645152e+05 115 1.443984e+05 116 9.456022e+04 117 7.823166e+04 118 6.665469e+04 119 1.668413e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ITR,XGBoost,2.6369576454162598,"108 379.053314 109 19010.121094 110 1465.423096 111 1531.438843 112 1465.423096 113 1465.423096 114 623.837708 115 1457.395996 116 15003.024414 117 15003.024414 118 1377.860840 119 1388.409546 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,IPTU,SES,2.4529457092285156,"108 2703963.25 109 2529008.00 110 2556765.25 111 1682374.50 112 1678483.00 113 5607116.50 114 5607118.50 115 2536566.00 116 5736579.50 117 5337887.00 118 3732826.50 119 3886805.25 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,ISS,SARIMAX,1.3607032299041748,"108 1787198.250 109 1801700.875 110 1806561.250 111 1831998.625 112 1831998.625 113 1831998.625 114 1787198.250 115 1791466.375 116 1831998.625 117 1831998.625 118 1831998.625 119 1792533.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,ITBI,XGBoost,1.5924632549285889,"108 693306.1875 109 673942.5625 110 671143.6250 111 628268.5000 112 627084.9375 113 627387.6875 114 613647.1875 115 608236.4375 116 591629.4375 117 642179.0625 118 647205.9375 119 663414.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,IRRF,HWES,1.9163875579833984,"108 569349.625 109 2089738.250 110 2087388.625 111 2087388.625 112 2197925.500 113 2089738.250 114 2239805.500 115 2189501.250 116 2200275.000 117 2200275.000 118 2239805.500 119 4064106.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do FPM,HWES,2.307687997817993,"108 11911388.0 109 16457504.0 110 9368760.0 111 9890565.0 112 11911388.0 113 11031579.0 114 11911388.0 115 9372039.0 116 9551948.0 117 9368760.0 118 11911388.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,HWES,3.0533673763275146,"108 4464895.5 109 4315635.5 110 4462780.5 111 4279343.5 112 4846217.0 113 4918138.5 114 4793666.5 115 4857262.0 116 4857262.0 117 4765547.5 118 4839602.5 119 4726730.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,AR,1.6734988689422607,"108 3.055196e+06 109 1.763602e+06 110 2.803777e+06 111 3.059100e+06 112 3.051922e+06 113 1.784868e+06 114 1.426680e+06 115 8.749325e+05 116 5.920251e+05 117 4.983068e+05 118 2.870411e+05 119 2.808831e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do ITR,XGBoost,1.5474097728729248,"62 225.478943 63 302.874756 64 237.851746 65 285.998383 66 254.160202 67 225.478943 68 299.084259 69 299.129425 70 241.980637 71 225.478943 72 90.976425 73 90.279343 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Transferencias LC 61_1989,SES,1.2182884216308594,"78 41287.929688 79 34576.453125 80 41176.851562 81 41375.898438 82 41179.718750 83 41672.433594 84 41689.792969 85 41071.910156 86 41379.007812 87 41283.222656 88 41151.191406 89 41365.152344 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,IPTU,XGBoost,1.9024038314819336,"105 1316.390869 106 2549.942871 107 752.473816 108 1061.426025 109 1390.361938 110 1061.426025 111 665.641418 112 752.473816 113 1076.345703 114 1061.426025 115 2785.709473 116 752.473816 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,ISS,XGBoost,2.272423267364502,"108 28915.507812 109 25350.072266 110 28232.097656 111 28684.052734 112 26218.183594 113 30367.759766 114 29856.515625 115 26159.919922 116 26541.115234 117 26905.167969 118 26646.757812 119 26124.535156 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,1.6281709671020508,"92 7362.548828 93 7899.827637 94 9121.302734 95 7899.827637 96 6984.704102 97 7857.458984 98 9121.302734 99 7237.790527 100 5623.438477 101 2212.241699 102 5857.332031 103 2258.567871 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,IRRF,XGBoost,1.4357874393463135,"108 391775.78125 109 391775.78125 110 391775.78125 111 391775.71875 112 391775.78125 113 391775.78125 114 391775.78125 115 391775.78125 116 391438.37500 117 391438.37500 118 391775.71875 119 391775.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do FPM,MLP,1.2981500625610352,"108 1.048524e+06 109 1.200299e+06 110 9.693881e+05 111 1.028199e+06 112 1.079574e+06 113 1.052971e+06 114 1.218639e+06 115 9.938520e+05 116 1.022138e+06 117 9.890659e+05 118 1.213109e+06 119 1.543843e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,HWES,1.3173460960388184,"108 641579.68750 109 510670.09375 110 611820.37500 111 661895.56250 112 661802.75000 113 673746.62500 114 661771.18750 115 661440.68750 116 661440.68750 117 676963.62500 118 661021.75000 119 676963.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,AR,1.866603136062622,"108 59860.324219 109 34040.218750 110 76606.953125 111 60213.335938 112 76482.710938 113 118970.445312 114 18076.208984 115 14432.089844 116 13079.259766 117 9874.584961 118 5776.345215 119 96500.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ITR,XGBoost,1.6861662864685059,"101 2283.211670 102 5286.168457 103 5318.458008 104 6195.284180 105 4070.355713 106 6193.167969 107 6190.243164 108 6184.453125 109 2411.191895 110 2388.828613 111 6183.087402 112 6182.716797 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Transferencias LC 61_1989,SARIMAX,1.330580234527588,"83 4855.516602 84 3862.324951 85 7110.119629 86 5368.606934 87 5508.372559 88 5535.924316 89 5535.919922 90 5410.572266 91 5182.304199 92 5004.180664 93 5432.629883 94 5121.402832 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,2.121171236038208,"96 2.093166e+05 97 7.036091e+05 98 1.206691e+06 99 2.316080e+05 100 2.364540e+05 101 2.756447e+05 102 2.318716e+05 103 2.318716e+05 104 2.128912e+05 105 2.760380e+05 106 5.206440e+05 107 2.354535e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,MLP,1.2580761909484863,"96 418730.144889 97 389694.677145 98 418556.446650 99 398744.212841 100 401277.623833 101 419195.845915 102 404133.275580 103 429127.942753 104 426447.472448 105 446048.071267 106 324804.968735 107 441423.115954 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,MLP,1.2968089580535889,"96 187045.806335 97 199549.510401 98 223597.787189 99 188972.348006 100 197399.758852 101 174428.378908 102 212306.415808 103 200268.261975 104 208627.643799 105 195805.352703 106 189503.812356 107 307002.752743 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,IRRF,SARIMAX,1.7762277126312256,"96 945378.3125 97 944599.1250 98 945378.3125 99 944599.1250 100 945378.3125 101 945378.3125 102 945378.3125 103 945378.3125 104 945378.3125 105 945378.3125 106 945378.3125 107 945378.3125 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do FPM,MLP,1.1882548332214355,"96 3.182682e+06 97 3.472297e+06 98 3.084731e+06 99 3.243124e+06 100 3.116129e+06 101 3.146934e+06 102 3.624428e+06 103 3.471315e+06 104 3.467506e+06 105 3.503050e+06 106 3.556168e+06 107 4.399971e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,HWES,1.2823805809020996,"96 2677636.75 97 3089514.75 98 2892741.25 99 2847581.75 100 2721831.75 101 3044355.25 102 2847581.75 103 2809074.50 104 2847581.75 105 2810319.75 106 2810319.75 107 2622773.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,XGBoost,1.9121663570404053,"96 1.677036e+06 97 1.145537e+06 98 1.161689e+06 99 1.676876e+06 100 1.677183e+06 101 5.934198e+05 102 6.464912e+05 103 9.771233e+05 104 9.907646e+05 105 9.901633e+05 106 9.862128e+05 107 1.676875e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,IPTU,SARIMAX,2.9487056732177734,"105 4587.631348 106 6206.537598 107 124922.914062 108 63409.210938 109 6862.454102 110 12819.785156 111 12819.785156 112 12819.785156 113 5539.331055 114 7703.188477 115 3343.080566 116 3211.961914 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,ISS,XGBoost,1.8370144367218018,"108 76450.375000 109 76878.726562 110 76804.351562 111 76747.398438 112 76878.726562 113 76795.109375 114 76747.398438 115 76657.570312 116 85548.632812 117 76747.398438 118 76657.570312 119 76657.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,ITBI,AR,1.3744916915893555,"98 10853.263672 99 10535.337891 100 10575.970703 101 10843.436523 102 10575.970703 103 10523.605469 104 11720.186523 105 10851.248047 106 10582.509766 107 10306.313477 108 10283.696289 109 10078.779297 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,IRRF,SARIMAX,2.119760751724243,"108 108823.929688 109 77870.164062 110 108823.929688 111 108823.929688 112 55842.597656 113 78481.382812 114 108823.929688 115 53954.167969 116 108823.929688 117 108823.929688 118 78459.304688 119 108823.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do FPM,HWES,1.7714879512786865,"108 1255032.625 109 1893769.125 110 1117496.125 111 1165488.250 112 1255031.875 113 1281907.375 114 1255037.500 115 1117496.125 116 1117496.125 117 966561.625 118 1255031.875 119 1893769.125 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,HWES,1.2697231769561768,"108 331471.96875 109 329298.46875 110 334923.43750 111 353151.46875 112 355423.78125 113 334864.81250 114 353151.46875 115 357505.21875 116 357505.21875 117 348697.31250 118 352520.71875 119 357505.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,AR,2.8443503379821777,"108 118831.265625 109 31315.406250 110 31103.957031 111 53078.402344 112 28110.843750 113 45250.742188 114 8576.364258 115 11971.028320 116 11971.028320 117 10297.186523 118 8497.861328 119 118739.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ITR,XGBoost,1.575700044631958,"70 173.019592 71 164.777939 72 167.972412 73 599.278870 74 2717.969971 75 920.664551 76 173.019592 77 134.151672 78 110.359604 79 167.972412 80 599.278870 81 48.225822 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Transferencias LC 61_1989,AR,1.7541170120239258,"108 3396.504883 109 3088.275635 110 3158.766357 111 3669.160400 112 3300.703613 113 3779.087891 114 3490.247314 115 3263.445312 116 3304.288818 117 3566.440918 118 3272.975098 119 3426.432373 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,IPTU,MLP,1.2451362609863281,"80 101736.287013 81 251746.035349 82 117151.955265 83 111221.363865 84 102372.665498 85 103352.404481 86 106570.274780 87 104969.854518 88 104424.732806 89 103648.197552 90 106684.830982 91 105295.363755 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,1.3688254356384277,"80 144320.187500 81 129143.125000 82 89272.820312 83 144320.187500 84 144320.187500 85 144320.187500 86 146693.437500 87 129143.125000 88 144320.187500 89 144320.187500 90 129143.125000 91 129143.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,ITBI,HWES,1.8366777896881104,"80 257657.453125 81 257041.953125 82 257776.546875 83 258329.406250 84 257776.546875 85 257041.953125 86 257041.953125 87 257693.828125 88 258656.406250 89 257280.734375 90 257991.421875 91 257280.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,IRRF,MLP,1.5053815841674805,"79 78553.419004 80 63960.553823 81 64252.222296 82 72561.053118 83 87083.792134 84 73996.191457 85 70851.206611 86 70582.834006 87 73724.629890 88 69240.284520 89 72154.005977 90 111108.206431 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do FPM,MLP,2.1202375888824463,"73 3.045906e+06 74 2.884277e+06 75 3.334074e+06 76 3.349118e+06 77 3.189442e+06 78 3.477492e+06 79 3.590830e+06 80 4.016218e+06 81 3.709905e+06 82 3.725630e+06 83 3.965130e+06 84 4.268688e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,MLP,1.7847135066986084,"77 1.077501e+06 78 2.449518e+06 79 1.125520e+06 80 2.501336e+06 81 1.873256e+06 82 2.013803e+06 83 1.761589e+06 84 3.274322e+06 85 1.503316e+06 86 2.657372e+06 87 1.962617e+06 88 2.139563e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,XGBoost,2.113380193710327,"74 688579.3750 75 694185.0625 76 658050.7500 77 694366.0000 78 694050.6250 79 682409.1250 80 646653.9375 81 693931.5000 82 646265.5625 83 658050.7500 84 661507.9375 85 693931.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Transferencias LC 61_1989,MLP,1.986701250076294,"71 20963.973904 72 24036.774267 73 18672.649976 74 23434.921028 75 20236.064986 76 20550.672157 77 20287.417045 78 25059.239696 79 21544.419787 80 21992.117518 81 20700.679584 82 21366.875287 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,XGBoost,2.4538540840148926,"70 34852.496094 71 38165.484375 72 5439.169434 73 5075.292480 74 5439.972168 75 5300.935059 76 6732.398926 77 5147.139648 78 8540.927734 79 6830.303223 80 6980.930176 81 7025.668945 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,MLP,1.4244403839111328,"76 53152.365699 77 52881.888718 78 56476.274015 79 63863.663524 80 73514.493622 81 75463.995047 82 53777.470663 83 55951.986268 84 54284.008929 85 56230.411814 86 93450.053570 87 71444.494406 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,SARIMAX,1.7158570289611816,"70 5845.718750 71 5618.038574 72 5926.065430 73 6723.698242 74 3816.032227 75 2006.056030 76 9590.510742 77 2006.056030 78 1990.169922 79 27760.568359 80 2005.690552 81 6553.229492 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,IRRF,Prophet,1.010343313217163,"76 311101.78125 77 311521.18750 78 311101.78125 79 311101.78125 80 311101.78125 81 311101.78125 82 311101.78125 83 311101.78125 84 311101.78125 85 311101.78125 86 311101.78125 87 311101.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do FPM,MLP,1.1379075050354004,"74 2.296290e+06 75 2.496077e+06 76 2.457246e+06 77 2.579610e+06 78 3.174362e+06 79 2.550842e+06 80 2.648595e+06 81 2.803407e+06 82 2.933448e+06 83 3.096289e+06 84 3.340428e+06 85 3.771153e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,MLP,1.2145700454711914,"76 408684.243899 77 774019.032436 78 615657.713525 79 654190.693167 80 685521.480780 81 617850.798502 82 622361.612905 83 630472.639793 84 616590.599922 85 611991.381217 86 606933.172140 87 660717.129727 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,MLP,1.1622278690338135,"70 118594.003291 71 132913.928617 72 101762.996440 73 114423.243666 74 146061.023736 75 88156.825898 76 139767.078066 77 93131.142932 78 97322.305982 79 91430.709762 80 92371.607336 81 132775.278570 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ITR,XGBoost,2.465515375137329,"69 873.331177 70 620.686218 71 637.147888 72 621.144714 73 556.836121 74 637.546021 75 627.210022 76 557.391724 77 572.152283 78 304.595337 79 88.663155 80 432.050415 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,IPTU,MLP,3.315059185028076,"87 17763.566969 88 17029.611466 89 17935.918086 90 19009.006492 91 20651.486517 92 21955.836099 93 23850.945109 94 26163.639376 95 27560.517218 96 61224.262457 97 34259.068118 98 30833.563229 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,ISS,MLP,1.75677490234375,"96 38151.127967 97 41420.014440 98 45135.590730 99 48714.552288 100 53090.129721 101 56758.229101 102 61043.577458 103 66512.801970 104 69483.656067 105 70661.277910 106 71634.796487 107 73267.311830 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,ITBI,SES,2.3715245723724365,"92 94058.289062 93 25342.683594 94 26314.568359 95 25363.791016 96 26115.269531 97 266131.968750 98 43517.859375 99 43201.945312 100 43345.003906 101 42786.390625 102 43089.886719 103 43089.886719 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,IRRF,SARIMAX,1.2748830318450928,"95 69448.546875 96 64657.417969 97 92567.179688 98 71508.054688 99 68789.578125 100 89628.734375 101 68789.578125 102 71328.250000 103 72218.343750 104 71508.054688 105 92567.179688 106 83571.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do FPM,SARIMAX,1.2432961463928223,"96 1146058.375 97 1811506.250 98 1058359.625 99 1146058.375 100 1791336.500 101 1146058.375 102 1811506.250 103 1146058.375 104 1145149.125 105 1145145.000 106 1811506.625 107 1780210.500 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,MLP,1.403449296951294,"96 609280.980298 97 376110.489452 98 526192.391321 99 505790.381004 100 548992.324815 101 502553.419432 102 504506.991655 103 511764.073054 104 500592.776098 105 496658.001233 106 492361.999905 107 529001.575532 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,XGBoost,2.0665652751922607,"96 220051.859375 97 218877.484375 98 220337.250000 99 220337.250000 100 220051.859375 101 218820.453125 102 218626.265625 103 218942.406250 104 219004.546875 105 218502.921875 106 218493.640625 107 220337.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ITR,MLP,2.7558374404907227,"94 7573.832697 95 4872.966588 96 5699.524454 97 5867.788096 98 6341.445229 99 7179.814203 100 7502.686367 101 8262.510293 102 14509.200077 103 38462.825645 104 9154.904858 105 10440.235578 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Transferencias LC 61_1989,XGBoost,1.697105884552002,"96 14430.456055 97 14406.192383 98 14423.266602 99 14403.008789 100 14485.421875 101 14563.455078 102 14488.323242 103 14485.421875 104 14485.421875 105 14372.619141 106 14566.957031 107 14392.214844 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,IPTU,XGBoost,2.411353826522827,"92 6515.671387 93 6632.900391 94 28279.392578 95 30833.804688 96 36968.941406 97 10163.965820 98 10002.601562 99 8013.323242 100 9704.924805 101 8677.328125 102 27993.589844 103 21892.376953 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,ISS,XGBoost,1.288804054260254,"92 60286.593750 93 60286.593750 94 75118.000000 95 60286.593750 96 60286.593750 97 60285.664062 98 60286.300781 99 60285.929688 100 60286.867188 101 60286.867188 102 60286.867188 103 60286.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,ITBI,XGBoost,2.2416038513183594,"92 48408.566406 93 44861.863281 94 44640.535156 95 45915.234375 96 48409.406250 97 48408.566406 98 46697.027344 99 48409.406250 100 45859.531250 101 48092.652344 102 44640.535156 103 48092.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,IRRF,Prophet,1.8679957389831543,"92 149603.328125 93 149563.640625 94 150319.093750 95 150319.093750 96 150319.093750 97 150319.093750 98 150329.578125 99 151691.171875 100 150280.328125 101 150329.578125 102 150329.578125 103 151691.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do FPM,MLP,1.6192169189453125,"92 1.182988e+06 93 1.386697e+06 94 1.109005e+06 95 1.196262e+06 96 1.258386e+06 97 1.225692e+06 98 1.411889e+06 99 1.217652e+06 100 1.182920e+06 101 1.167503e+06 102 1.291290e+06 103 1.607958e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,AR,1.5224542617797852,"92 672666.81250 93 757274.87500 94 757098.75000 95 775146.06250 96 895292.50000 97 696107.12500 98 894834.56250 99 775146.06250 100 500249.90625 101 501756.68750 102 691441.43750 103 769649.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,MLP,2.2602038383483887,"92 91834.764146 93 61460.433950 94 67970.396590 95 72594.873339 96 71964.128993 97 61119.581481 98 56541.944499 99 56563.643333 100 53840.097629 101 52816.866210 102 54284.335706 103 125505.550776 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ITR,XGBoost,2.4172816276550293,"91 288.108582 92 1177.649902 93 352.031586 94 379.571899 95 1018.662903 96 1014.353394 97 1132.393311 98 318.868530 99 6701.366699 100 8070.373535 101 250.582245 102 306.240356 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Transferencias LC 61_1989,MLP,1.5649867057800293,"80 4.783787e+03 81 -8.229410e+02 82 -7.530910e+03 83 -1.743514e+04 84 -3.225508e+04 85 -5.528386e+05 86 -2.067193e+05 87 -5.864318e+05 88 -9.946326e+05 89 -1.680866e+06 90 -2.832218e+06 91 -4.774530e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,IPTU,XGBoost,2.993520498275757,"96 12309.385742 97 13749.741211 98 84520.390625 99 392081.781250 100 68583.593750 101 68608.406250 102 42705.585938 103 3085.811523 104 5773.780762 105 3085.811523 106 1029.881958 107 1029.881958 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,ISS,SARIMAX,1.5653986930847168,"96 326357.7500 97 326357.7500 98 316259.4375 99 316259.4375 100 326357.7500 101 326357.7500 102 327490.1875 103 326357.7500 104 327490.1875 105 327490.1875 106 327490.1875 107 327490.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,ITBI,HWES,1.3243913650512695,"96 52524.503906 97 105352.648438 98 88685.429688 99 88229.195312 100 60069.535156 101 74868.953125 102 71729.507812 103 61633.253906 104 87176.250000 105 93323.804688 106 74413.609375 107 90205.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,IRRF,XGBoost,1.4161334037780762,"96 159007.625000 97 159007.625000 98 159007.625000 99 159007.625000 100 159007.625000 101 159007.625000 102 159007.625000 103 160303.734375 104 160303.734375 105 160315.500000 106 160315.500000 107 160315.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do FPM,Prophet,2.303147792816162,"94 1790031.375 95 1811506.500 96 1778773.250 97 1790031.375 98 1785955.000 99 1790031.375 100 1811506.500 101 1790031.375 102 1786269.000 103 1786269.000 104 1802394.375 105 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,HWES,1.7137629985809326,"96 1299051.125 97 1393693.500 98 1398661.375 99 1363368.875 100 1399195.750 101 1363368.875 102 1363368.875 103 1393693.500 104 1364078.625 105 1363272.750 106 1364247.500 107 1398768.375 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,2.5080063343048096,"96 9.767981e+05 97 2.569340e+05 98 2.986690e+05 99 5.543084e+05 100 3.905475e+05 101 1.986452e+05 102 1.660658e+05 103 1.868375e+05 104 1.696217e+05 105 1.567987e+05 106 1.616649e+05 107 1.608840e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do ITR,HWES,2.0809266567230225,"94 306.626892 95 301.978760 96 3515.878906 97 -146.833801 98 -146.833801 99 -0.067079 100 168.554871 101 188.032913 102 2110.043213 103 17906.724609 104 481.895721 105 495.790253 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Transferencias LC 61_1989,AR,2.234119415283203,"96 12873.100586 97 13000.990234 98 12830.133789 99 12864.575195 100 13171.344727 101 15704.465820 102 13180.368164 103 15696.725586 104 11266.083008 105 10947.812500 106 15757.020508 107 11034.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,IPTU,Prophet,2.9962518215179443,"81 15601.174805 82 13112.554688 83 13358.073242 84 13084.197266 85 15544.612305 86 43402.687500 87 45026.824219 88 15160.387695 89 15213.370117 90 14921.429688 91 14923.265625 92 43285.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,ISS,XGBoost,1.6959559917449951,"84 34117.261719 85 33328.382812 86 33373.800781 87 34173.812500 88 33463.273438 89 33472.765625 90 33461.136719 91 34173.812500 92 33222.128906 93 34554.324219 94 33404.191406 95 34552.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,ITBI,XGBoost,1.1317789554595947,"78 7774.019043 79 8929.098633 80 8147.094727 81 8903.041992 82 8207.796875 83 8663.791016 84 8880.998047 85 7607.588867 86 10713.899414 87 5157.540527 88 5127.833008 89 6058.844238 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do FPM,AR,1.7148308753967285,"84 1.207403e+06 85 1.884161e+06 86 9.676651e+05 87 1.154555e+06 88 1.215375e+06 89 1.223958e+06 90 1.215375e+06 91 9.676651e+05 92 9.675608e+05 93 9.578362e+05 94 1.215375e+06 95 1.884161e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,MLP,1.9181764125823975,"84 337433.071181 85 320516.893871 86 326834.044182 87 348253.451703 88 371286.062343 89 339484.343257 90 351759.317659 91 358944.238016 92 358480.397122 93 379226.490046 94 347709.860105 95 416201.073090 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,SARIMAX,2.658173084259033,"79 31385.775391 80 35779.382812 81 34682.441406 82 52634.921875 83 39817.929688 84 21935.267578 85 21935.267578 86 20070.722656 87 20050.882812 88 12907.667969 89 12170.224609 90 75186.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Transferencias LC 61_1989,SARIMAX,2.108631134033203,"72 1981.591064 73 1972.430298 74 2072.895264 75 2103.914307 76 2091.010498 77 2076.724609 78 2076.766113 79 2064.291260 80 2100.715332 81 5154.032715 82 2064.291260 83 5154.032715 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,IPTU,SARIMAX,2.0103728771209717,"106 33618.890625 107 34472.667969 108 33463.023438 109 42102.996094 110 36041.718750 111 36168.480469 112 179088.312500 113 691514.750000 114 40059.117188 115 41884.605469 116 37441.746094 117 38931.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,ISS,SARIMAX,1.2979586124420166,"108 117864.750000 109 115889.046875 110 115323.015625 111 117807.117188 112 117807.117188 113 117864.750000 114 117807.117188 115 113826.992188 116 117864.750000 117 117807.117188 118 117864.750000 119 117807.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,ITBI,HWES,1.5652687549591064,"108 64663.121094 109 56035.015625 110 65056.261719 111 51939.554688 112 88407.203125 113 65060.230469 114 65056.261719 115 55339.542969 116 64782.890625 117 65056.113281 118 64783.421875 119 54250.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,IRRF,SARIMAX,1.8722827434539795,"108 150639.906250 109 107082.140625 110 85385.187500 111 150667.703125 112 87295.429688 113 86770.742188 114 86770.742188 115 86770.820312 116 87295.304688 117 150667.703125 118 85385.187500 119 150622.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do FPM,HWES,1.366903305053711,"108 2078851.250 109 2525024.750 110 1479549.375 111 1560744.000 112 2078851.250 113 1669338.125 114 2078851.250 115 1479549.375 116 1479549.375 117 1295258.000 118 2525024.750 119 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,HWES,1.3712191581726074,"108 1321337.625 109 1284131.625 110 1260387.750 111 1284114.250 112 1344023.375 113 1296565.875 114 1276105.250 115 1344061.250 116 1344055.000 117 1344095.625 118 1263196.375 119 1344132.125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,AR,2.637284755706787,"108 324923.093750 109 118831.468750 110 367906.406250 111 346332.031250 112 325575.468750 113 119571.781250 114 53460.324219 115 53505.792969 116 42509.800781 117 25798.257812 118 20287.208984 119 324378.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ITR,MLP,2.2998695373535156,"83 1453.336801 84 1666.967691 85 1893.060596 86 2142.797600 87 2439.452426 88 2763.390374 89 3128.094604 90 3450.453853 91 2929.207583 92 1384.722034 93 2411.800602 94 2734.915504 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,1.882591724395752,"94 13667.969727 95 13977.674805 96 59219.003906 97 59219.003906 98 13267.224609 99 24496.009766 100 24496.009766 101 19198.148438 102 13358.225586 103 22712.005859 104 13184.712891 105 22712.005859 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,ISS,HWES,1.9256906509399414,"96 84114.789062 97 70539.500000 98 81404.804688 99 77973.546875 100 77835.578125 101 77843.867188 102 87938.195312 103 87938.195312 104 87938.195312 105 76215.648438 106 78564.421875 107 76162.187500 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,ITBI,SES,1.3160507678985596,"95 18057.658203 96 20179.675781 97 7506.071777 98 8999.822266 99 8013.813477 100 9793.447266 101 22245.892578 102 15780.364258 103 16385.373047 104 9713.066406 105 18060.982422 106 9060.659180 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,IRRF,XGBoost,1.4914860725402832,"96 73829.937500 97 74253.117188 98 73829.937500 99 74178.945312 100 74178.945312 101 74178.945312 102 74178.945312 103 74178.945312 104 74178.945312 105 74178.945312 106 73829.937500 107 73829.937500 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do FPM,SARIMAX,1.2893872261047363,"96 1198816.875 97 1811506.375 98 1124232.750 99 1198816.875 100 1782337.125 101 1198816.875 102 1811506.375 103 1198816.875 104 1201773.500 105 1194527.500 106 1811509.750 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,HWES,1.4855201244354248,"96 611471.1250 97 667407.1875 98 663785.0000 99 650908.2500 100 668450.2500 101 652494.0625 102 650879.3125 103 665792.4375 104 650879.3125 105 651127.5000 106 619912.3125 107 671870.0000 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,HWES,1.8441417217254639,"96 150959.640625 97 48247.234375 98 9366.632812 99 143368.453125 100 148185.281250 101 39813.265625 102 42269.492188 103 17057.687500 104 12431.572266 105 12431.572266 106 10791.112305 107 150959.640625 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do ITR,MLP,2.044243812561035,"95 18248.587121 96 5972.637399 97 5196.046412 98 5394.038997 99 5761.698207 100 6416.842409 101 6801.190796 102 7652.126336 103 8481.237155 104 13329.448963 105 141602.023311 106 20436.090105 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Transferencias LC 61_1989,XGBoost,2.372288465499878,"96 3316.710938 97 4196.056641 98 4225.227539 99 3295.682373 100 3508.098877 101 3498.523926 102 3542.462158 103 3337.885986 104 3331.095947 105 3317.202637 106 3288.451416 107 3337.885986 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,IPTU,AR,2.2609615325927734,"94 21797.248047 95 140773.187500 96 187495.921875 97 202969.343750 98 197696.187500 99 202969.406250 100 197696.187500 101 456611.968750 102 157024.531250 103 157024.531250 104 195789.125000 105 195789.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,ISS,XGBoost,1.4216372966766357,"96 165401.078125 97 165385.234375 98 165394.968750 99 165392.234375 100 165385.234375 101 165385.234375 102 165385.234375 103 165388.468750 104 165388.468750 105 165385.234375 106 165385.234375 107 165401.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,ITBI,MLP,1.1045811176300049,"96 58471.877674 97 59783.621892 98 64178.691210 99 65239.829969 100 91281.421853 101 66499.684194 102 79782.687085 103 75906.782844 104 67099.618730 105 63485.669339 106 60595.097280 107 93985.298128 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,IRRF,XGBoost,1.4215075969696045,"96 99402.554688 97 99632.375000 98 102842.718750 99 99503.085938 100 275302.031250 101 275369.375000 102 275300.343750 103 279469.750000 104 275106.062500 105 279469.750000 106 279465.125000 107 279465.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do FPM,SARIMAX,1.6384077072143555,"96 1223436.625 97 1811506.250 98 1137757.625 99 1223436.625 100 1783515.625 101 1223436.625 102 1811506.250 103 1223436.625 104 1222581.500 105 1174652.750 106 1811498.000 107 1811506.250 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,HWES,1.3143541812896729,"96 8.934229e+05 97 9.844976e+05 98 1.097336e+06 99 1.000808e+06 100 1.097336e+06 101 1.000704e+06 102 1.000704e+06 103 8.935632e+05 104 1.008562e+06 105 1.006284e+06 106 9.054179e+05 107 1.097336e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,MLP,1.971541404724121,"96 319406.944996 97 125856.871937 98 155062.545177 99 243439.046724 100 215668.660728 101 123656.537675 102 103759.526986 103 255153.375400 104 102480.527820 105 103339.758169 106 106613.560409 107 457319.214099 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do ITR,SARIMAX,2.14217209815979,"93 815.264832 94 776.277954 95 2753.634277 96 1010.302734 97 777.792603 98 6676.278809 99 6727.395996 100 2753.634277 101 72384.203125 102 256606.671875 103 28951.574219 104 24759.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Transferencias LC 61_1989,AR,1.5031344890594482,"96 9751.878906 97 9454.882812 98 7614.965332 99 9781.245117 100 9201.099609 101 11042.825195 102 9277.504883 103 10811.544922 104 9980.767578 105 9772.504883 106 10793.575195 107 9314.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,HWES,1.827871322631836,"107 6714.929199 108 16987.607422 109 6093.329590 110 10432.449219 111 9432.361328 112 6644.800293 113 11962.632812 114 4876.412109 115 8813.750000 116 18351.138672 117 5032.472656 118 11969.537109 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,MLP,2.667949914932251,"96 53350.785074 97 53806.699869 98 56078.798949 99 58530.272530 100 56930.995611 101 56881.839936 102 58755.058104 103 62541.530550 104 61750.370093 105 64194.774341 106 61577.665650 107 65052.790496 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,MLP,3.2676169872283936,"106 28200.400776 107 27924.795777 108 29294.082820 109 34077.373153 110 30746.450599 111 30052.639886 112 30781.286621 113 42382.568061 114 28966.862603 115 78728.903237 116 28057.357610 117 26356.170918 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,IRRF,XGBoost,1.1384003162384033,"108 -174.519775 109 86973.921875 110 76019.281250 111 86231.125000 112 86231.125000 113 88767.625000 114 84497.421875 115 84497.421875 116 86822.984375 117 86950.406250 118 76309.562500 119 130879.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do FPM,HWES,1.4577629566192627,"108 1309374.875 109 1893768.500 110 1028872.625 111 1180366.750 112 1309374.875 113 1314499.250 114 1466142.125 115 1028872.625 116 1029115.250 117 991331.125 118 1309374.875 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,HWES,1.5175015926361084,"108 897121.8750 109 810165.0000 110 857661.8125 111 897224.5625 112 899534.3750 113 870836.5000 114 897224.5625 115 899570.3125 116 897224.5625 117 891129.0625 118 897121.8750 119 891129.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,XGBoost,2.2716293334960938,"108 1152.707642 109 1370.609985 110 997.351196 111 1326.133423 112 1177.717163 113 18873.833984 114 19572.486328 115 19321.498047 116 20459.689453 117 7215.082520 118 4276.893555 119 4204.708496 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,AR,3.254194736480713,"83 10707.872070 84 8535.855469 85 144127.187500 86 205273.687500 87 24011.556641 88 24006.775391 89 23714.228516 90 23725.425781 91 14441.122070 92 10682.926758 93 10613.050781 94 16906.939453 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,SES,1.8181827068328857,"89 62074.671875 90 58947.437500 91 62371.480469 92 59874.261719 93 62077.886719 94 62077.886719 95 51572.000000 96 51572.000000 97 51572.000000 98 51551.707031 99 51551.683594 100 51551.683594 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,AR,2.3989009857177734,"89 21908.791016 90 22573.900391 91 20846.208984 92 17380.103516 93 17979.535156 94 18508.873047 95 16607.046875 96 17256.640625 97 19111.755859 98 25370.851562 99 26142.722656 100 43205.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,IRRF,SES,1.3700273036956787,"88 189859.218750 89 189898.593750 90 189950.796875 91 189950.796875 92 189950.796875 93 189950.796875 94 189950.796875 95 189950.796875 96 189950.796875 97 189950.796875 98 189950.796875 99 189950.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do FPM,HWES,1.5845296382904053,"89 1137732.250 90 1552799.125 91 1141500.625 92 1296940.500 93 1552799.125 94 1295758.375 95 1551615.250 96 1171019.625 97 1179155.625 98 1179156.750 99 1551810.625 100 1892301.000 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,AR,2.084944248199463,"89 7.196790e+05 90 7.034101e+05 91 1.020915e+06 92 1.008639e+06 93 1.048443e+06 94 1.008659e+06 95 1.008639e+06 96 1.046837e+06 97 1.046837e+06 98 1.008639e+06 99 1.048443e+06 100 1.006738e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,AR,1.9248011112213135,"89 228605.406250 90 49381.382812 91 45484.800781 92 45692.210938 93 43322.363281 94 28927.951172 95 30535.107422 96 10953.444336 97 11043.036133 98 11486.166016 99 10032.239258 100 228605.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ITR,AR,2.154191493988037,"88 186.527161 89 174.687698 90 242.106262 91 240.529999 92 241.099243 93 241.099243 94 317.378143 95 186.908676 96 1803.938721 97 1787.779297 98 1497.554077 99 1673.506714 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,IPTU,HWES,2.665571451187134,"98 -2307.609131 99 -1116.234009 100 -996.935425 101 -1001.211182 102 -1187.211670 103 -1543.402344 104 -1769.129761 105 -1811.979858 106 6985.920410 107 60330.937500 108 6360.032715 109 6438.934082 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,ISS,XGBoost,2.117767810821533,"108 3294.822998 109 21291.785156 110 21388.732422 111 19852.910156 112 27546.990234 113 22360.699219 114 16532.046875 115 22847.583984 116 22710.662109 117 16161.163086 118 15472.791992 119 22386.021484 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,ITBI,XGBoost,2.6021535396575928,"103 33732.089844 104 17345.082031 105 16516.431641 106 29627.675781 107 16491.044922 108 16627.863281 109 29960.427734 110 16728.455078 111 16683.910156 112 20272.810547 113 21304.820312 114 20595.255859 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,IRRF,MLP,2.226489543914795,"107 35618.428698 108 38335.658942 109 35613.477183 110 35372.177585 111 36343.871274 112 37487.910595 113 38545.514461 114 39566.731716 115 40560.845270 116 41305.656151 117 42432.623989 118 42231.104644 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do FPM,HWES,1.6702539920806885,"108 8.146325e+05 109 1.893769e+06 110 7.953630e+05 111 8.754856e+05 112 1.216960e+06 113 1.391454e+06 114 1.216801e+06 115 7.953847e+05 116 7.878892e+05 117 7.630869e+05 118 1.212793e+06 119 2.009418e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,HWES,1.3710827827453613,"107 838212.6875 108 830324.1875 109 838034.8750 110 843739.8750 111 843678.3750 112 843739.8750 113 843739.8750 114 843678.3750 115 843678.3750 116 843740.6250 117 843739.8750 118 843475.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,SARIMAX,2.116170644760132,"65 61072.714844 66 50194.722656 67 51710.343750 68 82927.015625 69 82946.234375 70 97527.179688 71 65560.867188 72 51804.417969 73 92481.351562 74 110087.203125 75 91207.429688 76 96098.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do ITR,MLP,2.114572763442993,"85 36507.035199 86 44269.449946 87 53527.156804 88 65101.215753 89 107048.934124 90 101113.142802 91 112597.083891 92 137613.913181 93 165630.668829 94 321249.154981 95 235671.899152 96 284351.471599 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Transferencias LC 61_1989,SES,1.4728329181671143,"106 4746.532227 107 5220.786133 108 5570.299316 109 5486.938477 110 5565.200195 111 5463.309082 112 4729.173828 113 5520.437500 114 5335.928711 115 4968.992676 116 5512.382812 117 4772.893555 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,IPTU,AR,2.947314977645874,"108 23570.574219 109 23570.574219 110 235222.875000 111 23570.574219 112 24218.865234 113 20823.757812 114 22965.417969 115 23570.574219 116 24879.679688 117 20862.369141 118 15473.774414 119 23665.121094 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,ISS,HWES,2.8080403804779053,"108 30398.242188 109 31516.078125 110 33584.941406 111 30506.492188 112 33584.972656 113 33584.972656 114 31133.970703 115 33572.355469 116 31133.970703 117 33572.355469 118 33584.679688 119 33572.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,ITBI,HWES,1.3636398315429688,"107 22737.691406 108 22761.177734 109 22537.597656 110 22513.257812 111 22513.257812 112 51811.882812 113 51811.093750 114 40218.976562 115 22670.060547 116 22648.376953 117 22629.345703 118 22922.951172 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,IRRF,SARIMAX,1.2963166236877441,"108 132083.65625 109 132083.65625 110 132083.65625 111 132083.65625 112 132083.65625 113 132083.65625 114 132083.65625 115 132083.65625 116 132083.65625 117 132083.65625 118 132083.65625 119 132083.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do FPM,HWES,2.410200357437134,"108 1294772.875 109 1893789.000 110 1069693.250 111 1142290.000 112 1334257.625 113 1287009.250 114 1334257.625 115 1069693.250 116 1068050.500 117 978135.000 118 1334257.625 119 1893789.000 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,HWES,1.3105556964874268,"108 836990.9375 109 791672.6250 110 819756.1875 111 809703.8750 112 859899.3125 113 844394.7500 114 808324.6875 115 859575.0000 116 860590.1875 117 859899.3125 118 818238.7500 119 859915.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,AR,1.3451058864593506,"107 184634.250000 108 106932.320312 109 113103.484375 110 113133.851562 111 113109.148438 112 45091.101562 113 45091.101562 114 30412.550781 115 15437.209961 116 10984.968750 117 10984.968750 118 113120.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do ITR,MLP,2.3716275691986084,"102 2059.231877 103 2496.893825 104 2419.280519 105 2469.848825 106 2527.036361 107 2638.137080 108 3338.268004 109 7809.729770 110 15076.476409 111 17258.322067 112 3825.572531 113 12120.399054 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Transferencias LC 61_1989,AR,1.4019498825073242,"60 4470.958496 61 5393.655762 62 5409.407227 63 5485.503906 64 5459.446777 65 5471.337402 66 6501.929199 67 5459.446777 68 5459.315430 69 5245.159180 70 5412.367188 71 6514.267578 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,IPTU,AR,2.4341237545013428,"105 9454.097656 106 9530.661133 107 8233.918945 108 3062.870117 109 2025.226929 110 -217.923904 111 11984.272461 112 3000.405762 113 2025.226929 114 3000.405762 115 10256.174805 116 10256.174805 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,ISS,MLP,3.0089669227600098,"108 13738.681509 109 14114.944606 110 14337.208250 111 14344.083605 112 14642.484522 113 14611.711535 114 14593.452889 115 14088.455024 116 14019.077536 117 13808.992212 118 13865.251657 119 13736.573263 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,ITBI,AR,2.1557998657226562,"107 4709.896973 108 12420.651367 109 17755.166016 110 7649.668945 111 5611.161621 112 6412.812988 113 8456.053711 114 7207.310059 115 8478.683594 116 10205.971680 117 9079.299805 118 8392.623047 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,IRRF,MLP,1.991609811782837,"108 50249.882404 109 38481.864567 110 63971.549645 111 50739.212623 112 49628.800137 113 51179.360886 114 62944.730537 115 50652.972836 116 52406.708933 117 52481.858188 118 53284.628594 119 53821.428095 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do FPM,AR,1.4520275592803955,"108 9.424838e+05 109 1.192708e+06 110 1.092280e+06 111 1.179132e+06 112 9.886742e+05 113 1.224722e+06 114 1.193075e+06 115 9.882976e+05 116 1.117434e+06 117 1.115030e+06 118 9.924850e+05 119 9.882982e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,SARIMAX,1.3945393562316895,"108 584632.1250 109 711716.1875 110 592115.1875 111 587614.5625 112 584433.6875 113 584632.1250 114 583572.5000 115 587612.8750 116 587612.7500 117 587612.7500 118 584433.2500 119 586781.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,XGBoost,2.124512195587158,"108 3826.433838 109 55279.929688 110 46233.449219 111 48807.660156 112 42285.476562 113 48018.640625 114 4090.935059 115 43283.421875 116 43421.789062 117 44243.210938 118 45049.738281 119 44402.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ITR,SES,1.6265149116516113,"75 184.653046 76 96.802528 77 2089.954346 78 2529.849121 79 1589.521973 80 2078.303711 81 1903.333130 82 1903.567993 83 1852.639648 84 1852.350586 85 1852.646484 86 1903.567993 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,IPTU,AR,3.0616400241851807,"91 2624.784424 92 3560.015625 93 3470.148438 94 4126.740234 95 4135.414062 96 4153.745605 97 6159.437988 98 3572.396973 99 3548.461426 100 5035.318359 101 4966.268555 102 5864.367676 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,ISS,Prophet,1.8892529010772705,"96 173003.203125 97 178628.890625 98 176036.203125 99 176036.203125 100 175669.609375 101 175990.046875 102 175669.609375 103 178474.843750 104 175839.109375 105 178472.390625 106 175669.609375 107 175669.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,ITBI,AR,1.81740403175354,"87 10927.839844 88 11437.400391 89 17989.742188 90 11384.230469 91 17989.742188 92 17718.402344 93 17993.023438 94 17528.929688 95 16337.818359 96 16254.622070 97 11093.807617 98 11384.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,IRRF,MLP,1.8339488506317139,"96 33682.301271 97 31532.758340 98 32608.504924 99 33014.352696 100 33642.584276 101 33662.744925 102 33402.173309 103 33394.417768 104 34547.369975 105 36135.302538 106 34445.370921 107 48015.750544 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do FPM,SARIMAX,1.434563159942627,"96 1777935.750 97 1811506.375 98 1325732.000 99 1777935.750 100 1811506.375 101 1777935.750 102 1811506.375 103 1777935.750 104 1640319.750 105 1640522.625 106 1811506.375 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,HWES,1.1401190757751465,"96 404589.28125 97 609122.87500 98 447536.46875 99 411567.40625 100 447518.90625 101 411567.40625 102 411567.40625 103 407826.87500 104 393464.71875 105 393622.84375 106 393492.93750 107 438440.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,MLP,1.9539470672607422,"96 90625.046779 97 172910.117616 98 53187.515967 99 71010.311136 100 55695.349638 101 29274.843958 102 31791.629009 103 30829.343179 104 27131.096498 105 26993.984026 106 28466.001572 107 113223.280732 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ITR,MLP,2.4908246994018555,"94 14775.611863 95 12008.663234 96 12776.318627 97 13804.316976 98 14700.569037 99 16380.795259 100 17856.591432 101 21316.597007 102 32271.068326 103 96026.098056 104 27188.746581 105 28953.787460 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Transferencias LC 61_1989,AR,2.1304779052734375,"96 3855.449707 97 4221.916504 98 4101.581543 99 3853.792725 100 3441.433594 101 3416.740723 102 3440.918701 103 3582.193604 104 3644.345459 105 3854.513916 106 4003.785645 107 3443.236328 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,IPTU,SARIMAX,2.922680377960205,"92 6162.417969 93 12302.181641 94 72860.500000 95 72860.500000 96 156930.859375 97 350540.656250 98 66173.187500 99 69364.531250 100 9033.606445 101 7045.389648 102 10427.798828 103 9884.620117 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,ISS,SARIMAX,1.4051783084869385,"96 350505.25000 97 350838.59375 98 350699.53125 99 350620.62500 100 350620.62500 101 350505.25000 102 350620.71875 103 350505.25000 104 350620.62500 105 350620.62500 106 350505.25000 107 350620.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,ITBI,AR,1.3596899509429932,"96 29094.996094 97 15762.947266 98 18899.228516 99 29406.751953 100 55168.480469 101 33357.992188 102 13996.705078 103 31672.371094 104 31733.982422 105 31461.775391 106 16331.646484 107 31711.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,IRRF,SARIMAX,1.1820337772369385,"96 253092.71875 97 253093.06250 98 262609.03125 99 262609.03125 100 262609.03125 101 262609.03125 102 262609.03125 103 262609.03125 104 262609.03125 105 262609.03125 106 420596.34375 107 262609.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do FPM,HWES,1.8626656532287598,"96 1.206276e+06 97 1.893769e+06 98 1.036289e+06 99 1.144515e+06 100 1.206279e+06 101 1.230990e+06 102 1.206270e+06 103 1.019151e+06 104 1.025014e+06 105 9.579374e+05 106 1.206279e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,HWES,1.381955862045288,"96 4922075.5 97 4619563.0 98 4638350.5 99 5073426.5 100 5164804.0 101 5134409.5 102 5133665.0 103 5230002.0 104 5230002.0 105 5258429.0 106 5134652.0 107 5258429.0 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,SARIMAX,1.9970810413360596,"96 325148.031250 97 68149.078125 98 101738.078125 99 195183.812500 100 194300.968750 101 64573.027344 102 27858.123047 103 26629.957031 104 26855.578125 105 23763.160156 106 12102.041992 107 325119.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do ITR,XGBoost,2.126131057739258,"94 214.219833 95 211.720749 96 41459.792969 97 3273.534912 98 2899.132568 99 4091.136719 100 2948.183350 101 3273.534912 102 74375.148438 103 64483.535156 104 2895.186523 105 4091.136719 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Transferencias LC 61_1989,AR,1.2712512016296387,"96 39131.730469 97 35231.250000 98 35991.109375 99 39953.195312 100 37247.363281 101 40144.921875 102 40134.261719 103 36860.660156 104 36966.257812 105 25216.558594 106 37674.996094 107 47453.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,IPTU,MLP,2.8868398666381836,"77 10529.919617 78 11820.619344 79 13779.637804 80 15766.265252 81 17934.170599 82 29720.706134 83 14154.098890 84 13358.911744 85 14043.550189 86 16618.597958 87 17706.605644 88 20468.526452 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,ISS,SES,3.0253846645355225,"96 17320.382812 97 18085.896484 98 17457.201172 99 21663.423828 100 18085.896484 101 18870.976562 102 18085.896484 103 18110.830078 104 18786.792969 105 18785.740234 106 19444.794922 107 18218.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,ITBI,SES,1.7884161472320557,"95 7429.014160 96 7868.249023 97 7643.223145 98 7626.644043 99 7484.819336 100 7403.341797 101 8896.732422 102 7982.760254 103 7676.062500 104 4274.655762 105 5514.661133 106 7876.395996 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,IRRF,SARIMAX,2.00838303565979,"96 128249.210938 97 128249.210938 98 128249.210938 99 128249.210938 100 128249.210938 101 128249.210938 102 128249.210938 103 128249.210938 104 128249.210938 105 128249.210938 106 128249.210938 107 128249.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do FPM,HWES,1.5824196338653564,"96 1275432.750 97 1893770.875 98 1100081.000 99 1140838.625 100 1275441.875 101 1227295.875 102 1275441.875 103 1100081.000 104 1100743.250 105 951250.500 106 1275441.875 107 1893770.875 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,HWES,1.317086935043335,"96 600399.37500 97 515880.40625 98 551651.68750 99 582676.68750 100 579990.81250 101 586328.56250 102 582676.68750 103 457925.65625 104 582339.00000 105 579990.81250 106 587174.50000 107 579990.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,XGBoost,2.466867446899414,"93 92224.117188 94 204646.437500 95 204377.125000 96 204453.718750 97 204646.437500 98 204004.875000 99 204021.312500 100 204453.718750 101 204044.031250 102 204118.875000 103 204446.375000 104 204226.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ITR,SARIMAX,2.7710483074188232,"85 875.172852 86 874.632507 87 962.562317 88 831.228333 89 3058.181152 90 2886.280273 91 1743.469849 92 1986.649536 93 1377.042725 94 3346.568604 95 804.387146 96 1020.322205 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Transferencias LC 61_1989,XGBoost,1.0163331031799316,"60 4244.956543 61 4693.560547 62 4440.151367 63 854.530640 64 878.129761 65 878.617126 66 877.278442 67 878.129761 68 877.880615 69 875.859924 70 878.129761 71 877.658508 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,IPTU,HWES,2.065277099609375,"86 62384.589844 87 61499.203125 88 247513.781250 89 821964.250000 90 223924.968750 91 221640.859375 92 221626.046875 93 221640.859375 94 69855.781250 95 62384.941406 96 709910.375000 97 705643.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,ISS,SARIMAX,1.2220284938812256,"96 116225.328125 97 155635.843750 98 148048.093750 99 106340.109375 100 110004.078125 101 110029.218750 102 107154.507812 103 104350.992188 104 89743.601562 105 95090.070312 106 104409.757812 107 110029.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,ITBI,HWES,1.3124747276306152,"96 51530.011719 97 38081.773438 98 51536.750000 99 37424.292969 100 51782.183594 101 48662.257812 102 38144.757812 103 37468.546875 104 37377.265625 105 37619.468750 106 38073.933594 107 38073.933594 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,IRRF,XGBoost,1.3827714920043945,"95 183556.687500 96 99003.835938 97 183555.125000 98 183555.125000 99 99050.335938 100 99050.335938 101 99003.835938 102 99050.335938 103 183555.125000 104 183555.125000 105 183555.125000 106 183555.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do FPM,HWES,1.4861631393432617,"96 1646470.250 97 2525024.750 98 1482471.125 99 1517123.375 100 1646482.750 101 1634123.875 102 1646482.750 103 1482471.125 104 1482471.125 105 1306714.000 106 1646482.750 107 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,HWES,1.4994029998779297,"96 901620.0625 97 821837.0000 98 864118.2500 99 930503.6875 100 936874.8125 101 930585.0625 102 930503.6875 103 930535.5625 104 930503.9375 105 930496.4375 106 930400.3750 107 930496.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,HWES,2.477398157119751,"96 222815.484375 97 143602.265625 98 127205.296875 99 222815.484375 100 234528.703125 101 90679.750000 102 66211.945312 103 85588.617188 104 38626.558594 105 18550.238281 106 12585.095703 107 234550.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do ITR,SARIMAX,3.481640577316284,"83 195.677551 84 215.669174 85 203.933899 86 189.784668 87 508.578857 88 115.143944 89 71.840324 90 2382.748779 91 245.767365 92 2940.224854 93 2923.478760 94 40.378212 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,AR,2.1582038402557373,"85 264.589844 86 1478.100708 87 301.628876 88 863.518127 89 950.076477 90 1033.036621 91 2303.665039 92 2473.676025 93 2010.048096 94 624.949341 95 757.495239 96 942.973755 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,HWES,2.1629862785339355,"95 56293.410156 96 51924.171875 97 51924.171875 98 51924.171875 99 58340.312500 100 51924.171875 101 58325.601562 102 58340.312500 103 51925.832031 104 51925.832031 105 51925.832031 106 58325.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,SARIMAX,1.306753158569336,"83 1818.131714 84 1937.252441 85 6813.281250 86 1996.267212 87 1916.540039 88 5526.436035 89 3193.497070 90 1593.025146 91 1870.385254 92 1902.823120 93 1939.152466 94 4943.854980 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,IRRF,XGBoost,1.6584975719451904,"96 130356.671875 97 131690.296875 98 134111.390625 99 134200.656250 100 134200.656250 101 133226.968750 102 134200.656250 103 133226.968750 104 134200.656250 105 133223.671875 106 134200.656250 107 134111.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do FPM,HWES,1.4354662895202637,"96 1211943.250 97 1893768.625 98 1106496.250 99 1149507.125 100 1211945.625 101 1236589.375 102 1212337.125 103 1106496.250 104 1106496.250 105 949002.750 106 1211945.625 107 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,SES,1.2208797931671143,"95 326558.71875 96 317249.06250 97 313412.53125 98 331887.93750 99 348038.75000 100 348471.25000 101 351140.50000 102 348415.87500 103 348415.87500 104 329029.68750 105 348289.37500 106 329029.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,AR,2.1859073638916016,"94 54578.578125 95 55080.964844 96 55080.964844 97 68536.437500 98 60588.929688 99 30816.732422 100 13386.450195 101 13549.895508 102 28498.085938 103 13650.954102 104 13458.292969 105 60626.636719 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ITR,SES,1.4709391593933105,"70 68.713158 71 66.533020 72 57.611897 73 242.192902 74 91.856339 75 58.668137 76 91.850670 77 59.856705 78 221.526901 79 214.340057 80 48.416664 81 222.125076 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Transferencias LC 61_1989,XGBoost,2.5291881561279297,"95 2811.014893 96 2302.529297 97 2826.479492 98 2974.291260 99 2827.575195 100 3013.825439 101 2612.951660 102 2342.385742 103 2383.941895 104 3025.211182 105 2825.213867 106 2930.868896 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,2.082756757736206,"69 -47.760033 70 303.223083 71 58956.164062 72 5266.164551 73 3686.960205 74 845.234314 75 1331.512207 76 601.858276 77 204.365997 78 257.103455 79 159.581909 80 257.103455 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,ISS,XGBoost,1.6699962615966797,"84 7464.310059 85 7216.050293 86 7224.057129 87 7257.270996 88 7288.687988 89 7301.071777 90 7259.622070 91 7257.270996 92 7287.993652 93 7307.276367 94 7257.270996 95 7303.759277 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,ITBI,MLP,1.4878275394439697,"65 6153.568819 66 9399.293353 67 5699.309710 68 7130.616576 69 6466.443872 70 5920.058186 71 9117.495825 72 5603.349171 73 5636.426290 74 6526.291699 75 5903.679024 76 6159.829154 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,IRRF,Prophet,2.205980062484741,"81 456135.68750 82 456060.53125 83 456152.78125 84 456034.09375 85 456152.78125 86 456207.71875 87 456232.90625 88 456034.09375 89 456152.78125 90 456207.71875 91 456153.81250 92 456451.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do FPM,SARIMAX,3.612457275390625,"84 1247740.625 85 1247741.375 86 1241795.250 87 1247740.625 88 1241795.250 89 1247741.375 90 1226516.250 91 1247741.375 92 1226516.250 93 1226516.250 94 1241795.250 95 1241795.250 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,AR,1.1622772216796875,"84 207788.953125 85 274786.468750 86 275037.218750 87 274908.781250 88 274908.750000 89 274779.593750 90 274323.062500 91 274299.875000 92 274288.906250 93 274775.562500 94 250844.125000 95 274945.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,XGBoost,1.8080458641052246,"81 56349.433594 82 56348.371094 83 55751.085938 84 56704.519531 85 55930.328125 86 56378.437500 87 56590.628906 88 58761.941406 89 56480.386719 90 58734.304688 91 58747.148438 92 56350.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ITR,SES,1.9990837574005127,"49 67.957672 50 657.584351 51 -24.643259 52 732.075500 53 599.591187 54 267.394104 55 269.709900 56 563.022156 57 577.710327 58 2357.347900 59 635.695923 60 376.894226 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,IPTU,MLP,2.798302173614502,"86 62625.468867 87 75601.351732 88 147760.340249 89 68549.429593 90 68956.387940 91 67054.356554 92 71386.550201 93 65531.151298 94 79714.907987 95 63271.541746 96 62253.918019 97 65558.014867 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,ISS,SARIMAX,1.4307339191436768,"88 91152.492188 89 91430.984375 90 91430.984375 91 91461.148438 92 91461.148438 93 91461.148438 94 91461.148438 95 91490.468750 96 91241.187500 97 91241.187500 98 91216.781250 99 91216.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,ITBI,MLP,1.2161650657653809,"78 28485.284476 79 27975.580381 80 31958.638987 81 44640.401242 82 30037.772772 83 35017.038862 84 32916.855699 85 30453.692908 86 28642.260417 87 33716.238657 88 28898.441158 89 29702.431338 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,IRRF,SARIMAX,1.3754489421844482,"64 131516.421875 65 131519.343750 66 131519.343750 67 131519.343750 68 131516.421875 69 131521.140625 70 131516.421875 71 131519.343750 72 131516.421875 73 131516.421875 74 131516.421875 75 131518.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do FPM,HWES,1.5503973960876465,"88 1259377.625 89 1893747.250 90 1114479.250 91 1169925.250 92 984193.125 93 1284483.000 94 984193.125 95 1114479.250 96 1118853.250 97 958450.000 98 984193.125 99 1893747.250 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,SES,1.2813611030578613,"88 1.027321e+06 89 6.978372e+05 90 7.872332e+05 91 8.441624e+05 92 9.304810e+05 93 9.306376e+05 94 8.864011e+05 95 9.400489e+05 96 8.436728e+05 97 9.371874e+05 98 9.307673e+05 99 9.371874e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,SARIMAX,1.871312141418457,"88 317009.812500 89 125136.609375 90 131515.718750 91 253540.171875 92 184192.781250 93 30515.031250 94 112563.156250 95 25305.341797 96 31026.250000 97 29179.865234 98 23174.169922 99 248673.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do ITR,SES,2.2701473236083984,"73 2243.677490 74 2851.500488 75 54.074017 76 215.612671 77 52.814980 78 -60.733814 79 215.612671 80 203.911652 81 1983.716919 82 1975.144531 83 402.777802 84 1888.446289 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Transferencias LC 61_1989,SES,1.8210134506225586,"88 8541.412109 89 10493.248047 90 8964.532227 91 9040.625977 92 8942.673828 93 9408.780273 94 9425.626953 95 8414.645508 96 8468.341797 97 8679.601562 98 8955.548828 99 8987.169922 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,IPTU,AR,1.3140146732330322,"87 128.809875 88 6469.765137 89 49488.078125 90 66961.804688 91 6702.383301 92 6510.972656 93 4135.925293 94 6857.426270 95 3799.873291 96 3918.718750 97 3634.070312 98 4135.925293 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,ISS,HWES,1.6872000694274902,"88 61256.257812 89 62942.277344 90 31620.892578 91 62526.308594 92 31860.181641 93 28712.263672 94 41213.500000 95 42847.296875 96 97838.210938 97 97034.867188 98 43552.070312 99 43552.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,ITBI,AR,2.465517282485962,"83 15747.325195 84 10935.484375 85 9015.000000 86 9015.000000 87 13251.950195 88 5627.582520 89 9431.212891 90 8409.500000 91 5102.099121 92 -310.807068 93 119796.671875 94 3775.111084 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,IRRF,SARIMAX,2.097066640853882,"88 27215.730469 89 41936.476562 90 41936.457031 91 44074.195312 92 45571.835938 93 44074.195312 94 41936.457031 95 41936.457031 96 41936.457031 97 57866.980469 98 41936.457031 99 57866.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do FPM,SARIMAX,1.7716996669769287,"86 1238256.500 87 1893768.625 88 1893969.000 89 1891496.750 90 1893923.000 91 1892291.500 92 1894494.125 93 1893567.750 94 1238256.500 95 1239150.250 96 1893923.000 97 1893645.500 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,MLP,0.9632906913757324,"87 386586.665888 88 369566.651062 89 449626.635015 90 427964.423728 91 448937.872487 92 426113.166936 93 329714.596204 94 440700.812253 95 429391.432077 96 468671.732815 97 424792.985757 98 469593.788858 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,MLP,1.392359733581543,"74 67251.744658 75 65047.065735 76 50499.394301 77 59402.634948 78 66260.477383 79 58576.420922 80 48125.490324 81 50506.643890 82 45709.177576 83 45433.667067 84 45146.076611 85 57821.096767 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ITR,AR,3.100940465927124,"62 2598.282471 63 2652.063721 64 2424.017822 65 2826.935059 66 2826.935059 67 2826.935059 68 2128.379150 69 2652.063721 70 10100.247070 71 28546.246094 72 2657.500977 73 2013.884399 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Transferencias LC 61_1989,XGBoost,1.7950544357299805,"87 4125.690430 88 4094.018311 89 3562.402100 90 4195.636230 91 4153.728027 92 3595.567871 93 4195.636230 94 4153.737305 95 3429.095703 96 3511.495361 97 3748.707764 98 3616.970215 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,IPTU,MLP,2.1028919219970703,"83 15337.650168 84 16758.946153 85 18615.938447 86 22335.678727 87 28879.497387 88 15344.688578 89 14006.520588 90 14692.141299 91 14619.543194 92 15258.246044 93 16556.893233 94 18233.515458 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,ISS,MLP,1.2818596363067627,"87 2447.127478 88 2019.385228 89 6092.353733 90 2064.290545 91 3253.383351 92 2437.225232 93 1790.540320 94 2497.617811 95 1586.052291 96 2780.027747 97 1493.184749 98 1340.373208 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,ITBI,XGBoost,1.6836929321289062,"79 27895.072266 80 16784.580078 81 15076.465820 82 15223.638672 83 29137.333984 84 28680.970703 85 28848.302734 86 14685.290039 87 27895.322266 88 14685.290039 89 15267.932617 90 15059.925781 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,IRRF,MLP,2.6509103775024414,"87 40115.834747 88 38202.332542 89 45584.560387 90 39446.719552 91 40046.212255 92 40931.902197 93 42767.328461 94 41370.164364 95 44749.431754 96 45296.992246 97 45211.378054 98 60253.400339 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do FPM,HWES,2.317784070968628,"87 1.381603e+06 88 1.893769e+06 89 1.101756e+06 90 1.123349e+06 91 1.381603e+06 92 1.382751e+06 93 1.617860e+06 94 1.101756e+06 95 1.101757e+06 96 1.012762e+06 97 1.381603e+06 98 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,SARIMAX,1.417872428894043,"87 370965.12500 88 280755.43750 89 359352.00000 90 380615.93750 91 387361.00000 92 371787.12500 93 380696.68750 94 387361.00000 95 380696.68750 96 383431.71875 97 371787.12500 98 383431.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,SARIMAX,1.9150300025939941,"86 33139.867188 87 22243.068359 88 22304.876953 89 33137.585938 90 32944.996094 91 33268.953125 92 22413.503906 93 14223.952148 94 4193.356934 95 5648.893066 96 3987.828613 97 31580.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ITR,XGBoost,1.561391830444336,"60 145.765732 61 145.074448 62 3361.463623 63 145.074448 64 3145.885254 65 3145.885254 66 138.524368 67 145.765732 68 145.770187 69 3133.683105 70 3145.885254 71 3244.034912 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Transferencias LC 61_1989,AR,1.575282096862793,"51 3327.836426 52 2743.253418 53 3051.095215 54 3298.677734 55 3108.303955 56 3304.248047 57 3271.177490 58 3108.342041 59 3109.036865 60 3291.052979 61 3051.095215 62 3263.455078 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,IPTU,SARIMAX,2.646536111831665,"96 14198.468750 97 23257.625000 98 27552.427734 99 19714.433594 100 32470.314453 101 122506.625000 102 24856.591797 103 28772.562500 104 6870.033691 105 8462.190430 106 18773.814453 107 18773.814453 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,ISS,SES,1.822084903717041,"96 143726.296875 97 144609.171875 98 322609.718750 99 322609.718750 100 144902.015625 101 322160.406250 102 322109.125000 103 322162.781250 104 322162.781250 105 149707.703125 106 322120.312500 107 203101.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,ITBI,AR,1.9871799945831299,"94 243055.468750 95 213906.140625 96 164140.546875 97 214101.515625 98 213367.593750 99 163785.093750 100 322404.500000 101 160190.062500 102 212567.531250 103 212571.187500 104 216983.796875 105 323938.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,IRRF,MLP,1.652371883392334,"96 95811.962973 97 74876.085757 98 84339.835040 99 79676.894934 100 78400.091179 101 84526.357142 102 92483.848236 103 79052.159567 104 76604.105815 105 95911.942857 106 87958.962414 107 99856.068386 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do FPM,HWES,1.586927890777588,"96 1.215310e+06 97 1.893769e+06 98 1.030458e+06 99 1.145449e+06 100 1.217492e+06 101 1.235588e+06 102 1.217596e+06 103 1.096950e+06 104 1.096787e+06 105 9.477987e+05 106 1.217492e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.3066670894622803,"96 1331122.250 97 1332710.000 98 1332710.000 99 1342255.500 100 1347034.750 101 1310409.375 102 1342256.125 103 1346708.750 104 1342747.000 105 1340832.625 106 1319137.875 107 1340832.625 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,MLP,1.590013027191162,"86 120834.568118 87 88350.081136 88 98651.131839 89 111938.613403 90 104303.702074 91 84441.216711 92 80181.007220 93 74971.175926 94 75033.205744 95 74418.768773 96 73584.607602 97 100688.532394 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ITR,MLP,3.1047892570495605,"94 12324.037689 95 5588.095437 96 8808.040500 97 5747.506715 98 7489.750535 99 7109.585988 100 9314.315239 101 8556.785407 102 23779.653999 103 160277.940100 104 15212.142917 105 15824.182930 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Transferencias LC 61_1989,HWES,2.9546806812286377,"96 9621.588867 97 8172.974609 98 8760.204102 99 9596.323242 100 8417.233398 101 10101.464844 102 9916.283203 103 10286.850586 104 10054.955078 105 9856.646484 106 9766.048828 107 9706.440430 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,IPTU,HWES,2.1625044345855713,"77 3310.506592 78 1418.113037 79 10933.418945 80 1419.244507 81 12906.418945 82 10892.642578 83 11820.690430 84 7217.429688 85 10789.946289 86 7218.366699 87 7487.060547 88 7487.060547 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,ISS,MLP,1.2407472133636475,"84 17775.556747 85 18420.051154 86 19182.539427 87 19471.496512 88 20259.332742 89 21012.504593 90 21921.352898 91 23063.270502 92 23992.690820 93 24283.990669 94 23786.509410 95 23565.557314 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,ITBI,AR,2.1473677158355713,"83 14712.665039 84 1072.445312 85 3477.615723 86 2217.796875 87 6352.333008 88 15132.564453 89 15145.247070 90 15818.447266 91 5630.775879 92 14198.357422 93 5630.775879 94 866.597107 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,IRRF,MLP,2.332221508026123,"84 24555.949509 85 25575.805139 86 25889.419717 87 30567.214460 88 30953.765333 89 31899.006828 90 36286.909717 91 34518.684321 92 37587.496302 93 41378.031546 94 43107.799717 95 45813.235126 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do FPM,SARIMAX,1.305452823638916,"84 1804412.250 85 1811506.500 86 1037565.875 87 1804412.250 88 1811225.500 89 1804412.250 90 1811506.500 91 1804412.250 92 1802533.875 93 1046026.125 94 1811225.500 95 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,SES,1.0566692352294922,"84 423772.0625 85 553508.6875 86 569046.5625 87 553508.6875 88 569190.3750 89 553508.6875 90 553508.6875 91 553508.6875 92 527862.3125 93 527493.5000 94 517991.6875 95 543393.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,XGBoost,2.1549837589263916,"78 92663.851562 79 93233.304688 80 93234.312500 81 92663.851562 82 94123.492188 83 93309.476562 84 93309.476562 85 114929.304688 86 114899.164062 87 114899.164062 88 114929.304688 89 92663.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ITR,XGBoost,3.036034107208252,"62 26806.369141 63 4412.885254 64 3405.237549 65 3315.906982 66 26916.835938 67 4346.981445 68 4188.623535 69 4189.233887 70 2881.315186 71 112073.007812 72 4304.717285 73 64672.949219 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Transferencias LC 61_1989,SES,2.1203153133392334,"84 6074.259277 85 6085.601562 86 5056.673828 87 4902.951172 88 5732.346191 89 5576.199707 90 5453.263184 91 5285.715820 92 3836.997070 93 4827.578125 94 5576.199707 95 5618.194336 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,IPTU,SARIMAX,2.437225580215454,"83 6332.251953 84 22003.742188 85 203308.437500 86 23357.339844 87 2028.945068 88 6167.463379 89 4043.328857 90 3125.456055 91 3125.457520 92 3419.212646 93 3266.076904 94 1086.440674 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,ISS,Prophet,1.4027271270751953,"84 54837.496094 85 68576.640625 86 57032.109375 87 52343.867188 88 59901.621094 89 50406.582031 90 56849.511719 91 55029.371094 92 58334.406250 93 67483.164062 94 74726.007812 95 70462.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,ITBI,AR,1.8512208461761475,"84 20105.285156 85 31494.730469 86 8267.804688 87 10776.161133 88 31589.302734 89 19161.726562 90 24313.662109 91 31054.974609 92 33194.667969 93 6533.186523 94 5817.171387 95 5886.502930 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,IRRF,SARIMAX,1.3458983898162842,"84 8466.268555 85 86881.578125 86 86881.578125 87 86494.867188 88 86494.867188 89 86494.867188 90 86494.867188 91 86494.867188 92 86494.867188 93 86494.867188 94 86494.867188 95 86881.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do FPM,MLP,2.1569418907165527,"85 1.265835e+06 86 1.294491e+06 87 1.239602e+06 88 1.269688e+06 89 1.290310e+06 90 1.291757e+06 91 1.319462e+06 92 1.286927e+06 93 1.313439e+06 94 1.335737e+06 95 1.384121e+06 96 1.437507e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,HWES,1.217440128326416,"84 680383.6250 85 636034.8125 86 633485.1250 87 678321.3125 88 689551.0000 89 691797.5000 90 692210.5000 91 675020.4375 92 675020.4375 93 647595.6875 94 692270.3750 95 655254.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,HWES,1.5349140167236328,"84 125242.882812 85 60951.394531 86 65822.117188 87 201643.328125 88 194833.625000 89 25463.466797 90 29774.085938 91 33659.824219 92 32846.066406 93 31290.984375 94 31933.380859 95 466220.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ITR,HWES,1.4336376190185547,"75 49.555328 76 143.422897 77 187.891068 78 42.127968 79 130.591553 80 48.630920 81 50.393456 82 309.880554 83 2943.232910 84 10196.285156 85 122.213730 86 515.186035 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,AR,2.7259368896484375,"87 2405.071533 88 2820.688477 89 2990.946289 90 5454.199707 91 11045.207031 92 9704.164062 93 70042.625000 94 156374.734375 95 5884.020508 96 5734.931152 97 5734.931152 98 6296.197266 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,SARIMAX,2.6676418781280518,"96 73915.101562 97 69569.570312 98 69577.546875 99 73915.101562 100 73915.101562 101 73915.101562 102 73915.101562 103 73915.101562 104 73915.101562 105 73915.101562 106 73915.101562 107 73915.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,IRRF,Prophet,1.3733961582183838,"96 126692.968750 97 85511.773438 98 85513.062500 99 85513.062500 100 75677.406250 101 74951.031250 102 85513.062500 103 74813.414062 104 85513.062500 105 85513.062500 106 75677.406250 107 126692.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do FPM,AR,2.0475292205810547,"96 1.404608e+06 97 1.893769e+06 98 1.031521e+06 99 5.311724e+05 100 1.404611e+06 101 8.519626e+05 102 1.893769e+06 103 1.031521e+06 104 1.031521e+06 105 9.841254e+05 106 1.893769e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,SARIMAX,1.1493098735809326,"96 647440.1875 97 611166.8750 98 610531.1250 99 647435.0000 100 637889.5625 101 647440.1875 102 647435.0000 103 648319.3125 104 648319.3125 105 637889.5625 106 647440.1875 107 637889.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,MLP,2.0970230102539062,"96 193409.527372 97 60003.342244 98 27837.364213 99 64476.253145 100 58274.064911 101 21803.783149 102 15736.012886 103 10721.787645 104 8458.209013 105 6956.683832 106 12671.907201 107 79558.916115 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,IPTU,AR,2.0036656856536865,"96 2.900306e+05 97 1.009876e+06 98 1.009876e+06 99 2.440594e+05 100 3.158363e+05 101 2.905581e+05 102 2.867642e+05 103 3.026753e+05 104 2.418117e+05 105 1.363648e+05 106 9.653981e+04 107 9.517352e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,ISS,MLP,1.3159434795379639,"96 186815.555134 97 176625.367441 98 173325.552643 99 156191.813213 100 137287.302397 101 197918.927109 102 172044.944962 103 169864.386995 104 157148.485481 105 166979.114153 106 164126.813699 107 233219.078342 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,ITBI,AR,2.1832408905029297,"96 73188.234375 97 69413.125000 98 75630.101562 99 68339.570312 100 74714.648438 101 69413.125000 102 77167.976562 103 76146.390625 104 76146.390625 105 74714.664062 106 68330.679688 107 74714.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,IRRF,HWES,3.336815357208252,"84 146917.093750 85 145399.281250 86 147000.859375 87 175546.796875 88 147000.859375 89 147000.859375 90 175551.015625 91 176495.484375 92 161767.218750 93 178416.187500 94 155982.281250 95 597705.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do FPM,HWES,2.63864803314209,"96 1666415.250 97 2525025.000 98 1540009.000 99 1706067.000 100 1666415.250 101 1736897.125 102 1736897.125 103 1489425.125 104 1673250.750 105 1278507.625 106 1666415.250 107 2525025.000 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,SARIMAX,1.1748332977294922,"96 2028447.250 97 1876546.500 98 1971120.000 99 2020927.500 100 2058105.750 101 2029530.750 102 2047206.375 103 2058105.750 104 2047770.750 105 2029638.250 106 2021411.750 107 2015470.875 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.1482982635498047,"95 285858.093750 96 149313.703125 97 201002.484375 98 359610.625000 99 285952.968750 100 171093.984375 101 130174.960938 102 84857.398438 103 15496.112305 104 16133.423828 105 15496.112305 106 366927.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Transferencias LC 61_1989,MLP,2.7385213375091553,"96 13561.563338 97 12528.218583 98 12874.308692 99 13173.518755 100 13041.680939 101 13278.402159 102 13343.072751 103 13021.424059 104 13141.895356 105 21249.351491 106 13611.635302 107 13123.345665 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,IPTU,SARIMAX,3.0944786071777344,"96 6006.995117 97 9448.327148 98 10292.427734 99 11011.866211 100 86150.164062 101 114303.507812 102 210102.140625 103 33786.359375 104 31846.083984 105 33786.359375 106 31623.070312 107 5990.447754 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,ISS,MLP,2.543623924255371,"96 32863.852948 97 31504.372202 98 31624.085752 99 28644.773931 100 29025.866370 101 31086.528687 102 29995.096506 103 31189.204611 104 30081.909427 105 36380.957758 106 31659.964811 107 33892.726220 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,ITBI,MLP,3.531872510910034,"96 31119.396125 97 32526.177267 98 33611.073565 99 35041.428062 100 31584.570729 101 27494.389823 102 31619.086364 103 29585.503081 104 32610.166636 105 27273.830382 106 28354.002272 107 29837.964675 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,IRRF,SARIMAX,1.268244743347168,"96 123588.656250 97 123256.500000 98 123551.773438 99 123797.421875 100 123797.421875 101 123551.773438 102 123551.773438 103 123551.773438 104 123797.421875 105 123797.421875 106 123797.421875 107 123797.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do FPM,AR,1.4098024368286133,"96 1203007.625 97 1312060.000 98 1159238.375 99 1182884.875 100 1203007.625 101 1215074.125 102 1213575.625 103 1159238.375 104 1159294.375 105 958974.875 106 1203367.500 107 1213756.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,HWES,1.760176658630371,"96 770063.7500 97 660493.1250 98 734599.5625 99 748996.1875 100 743722.3125 101 765837.5625 102 767789.3125 103 796747.2500 104 796747.2500 105 796629.5000 106 762533.5000 107 796629.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,MLP,2.204249143600464,"96 385719.915239 97 82306.840688 98 126027.889687 99 273787.644670 100 284913.197775 101 54538.188079 102 61492.338000 103 47081.658712 104 37747.906753 105 28301.594197 106 22766.399173 107 268090.090656 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ITR,SES,1.7278618812561035,"82 263.800629 83 268.768646 84 262.340576 85 434.850525 86 104.037727 87 122.608849 88 354.418701 89 267.975616 90 476.808197 91 589.137268 92 23.914328 93 22.708151 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Transferencias LC 61_1989,HWES,1.564342737197876,"72 6425.106445 73 6335.744141 74 6621.852051 75 6635.930176 76 6635.930176 77 6625.784668 78 6984.993652 79 6618.811523 80 6631.381348 81 4114.132812 82 6621.852051 83 6994.725586 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,IPTU,AR,2.2755863666534424,"84 8.371265e+04 85 2.943043e+05 86 2.075595e+06 87 2.120208e+06 88 3.477248e+05 89 3.464757e+05 90 3.477233e+05 91 3.477233e+05 92 3.182476e+05 93 4.803522e+05 94 1.582916e+05 95 1.264275e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,ISS,SES,1.1369140148162842,"84 272795.15625 85 272221.71875 86 266464.40625 87 273078.75000 88 272795.15625 89 272795.15625 90 272795.15625 91 272221.71875 92 273064.31250 93 273078.75000 94 273078.75000 95 273185.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,ITBI,HWES,2.2704954147338867,"84 70428.031250 85 68089.132812 86 66316.476562 87 55272.738281 88 82537.218750 89 68879.218750 90 55272.738281 91 66316.390625 92 47688.027344 93 82492.015625 94 84309.867188 95 69806.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,IRRF,SARIMAX,1.6032071113586426,"84 193004.109375 85 193004.109375 86 193004.109375 87 193004.109375 88 193776.093750 89 193004.109375 90 193004.109375 91 193776.093750 92 193776.093750 93 193004.109375 94 193004.109375 95 348179.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do FPM,MLP,1.706378698348999,"84 2.095553e+06 85 2.390270e+06 86 1.746104e+06 87 1.858499e+06 88 2.043647e+06 89 2.107561e+06 90 2.365210e+06 91 1.971395e+06 92 2.003286e+06 93 1.959478e+06 94 2.204863e+06 95 2.815625e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,HWES,1.6537566184997559,"84 1.199308e+06 85 8.186331e+05 86 7.959579e+05 87 8.424863e+05 88 8.443108e+05 89 8.458981e+05 90 8.458854e+05 91 8.481546e+05 92 8.489354e+05 93 7.991549e+05 94 1.048132e+06 95 1.199587e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,SARIMAX,2.8084962368011475,"84 788073.812500 85 137420.296875 86 129748.671875 87 192552.156250 88 192552.156250 89 105278.679688 90 103623.078125 91 73147.125000 92 72737.687500 93 20026.271484 94 22355.363281 95 788073.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ITR,SARIMAX,2.2418296337127686,"76 -63.394730 77 -63.394730 78 -62.914215 79 -91.246246 80 2399.749756 81 11629.861328 82 -22.258263 83 -119.207382 84 299.415527 85 300.105743 86 300.105743 87 300.105743 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,5.273721694946289,"84 6.174463e+04 85 1.372933e+06 86 1.267190e+05 87 4.953390e+04 88 1.267007e+05 89 6.884468e+05 90 6.993526e+05 91 8.285033e+04 92 7.260323e+04 93 8.476061e+04 94 7.971521e+04 95 7.943809e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,ISS,SARIMAX,1.3586111068725586,"84 151279.750000 85 151752.046875 86 214990.890625 87 214990.890625 88 214990.890625 89 214990.890625 90 142040.546875 91 214990.890625 92 151752.046875 93 151279.750000 94 214990.890625 95 151752.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,ITBI,MLP,1.8922858238220215,"84 40357.634837 85 48567.862711 86 47532.894378 87 37533.609240 88 39594.687003 89 46094.102384 90 40171.001315 91 41465.190677 92 44450.215103 93 47980.853740 94 50860.634279 95 72440.412821 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,IRRF,SARIMAX,1.8217730522155762,"84 41994.898438 85 41992.812500 86 40858.503906 87 76187.921875 88 54398.996094 89 40906.339844 90 54398.996094 91 54398.996094 92 40858.503906 93 76187.921875 94 76187.921875 95 76187.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do FPM,MLP,1.4748234748840332,"84 1.172047e+06 85 1.335211e+06 86 1.098740e+06 87 1.164923e+06 88 1.223606e+06 89 1.201041e+06 90 1.379623e+06 91 1.179228e+06 92 1.267847e+06 93 2.029253e+06 94 1.360050e+06 95 1.777952e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,XGBoost,1.2912647724151611,"84 916384.3125 85 908080.2500 86 919559.8125 87 905199.0000 88 913823.8125 89 923417.4375 90 910164.8125 91 909818.7500 92 913233.5625 93 955691.5625 94 910543.5625 95 958633.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,XGBoost,1.3751072883605957,"77 320040.187500 78 157962.218750 79 157962.218750 80 169222.953125 81 169222.953125 82 268775.531250 83 264791.937500 84 264791.937500 85 264791.937500 86 285489.531250 87 243580.687500 88 285648.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do ITR,SES,2.2060530185699463,"75 1829.250366 76 1645.312988 77 3376.707764 78 2085.809326 79 2085.809326 80 2085.809326 81 2319.228271 82 2969.002686 83 2387.854980 84 3048.098633 85 768.444580 86 234.551025 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Transferencias LC 61_1989,XGBoost,1.4168715476989746,"84 7953.260254 85 7678.113281 86 8179.504395 87 7798.355957 88 7763.256836 89 7513.385742 90 7522.419922 91 7481.276367 92 6166.365723 93 6482.020508 94 7847.554688 95 7905.603027 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,IPTU,AR,2.767327308654785,"82 4918.719238 83 4945.105469 84 16356.628906 85 44826.609375 86 33306.375000 87 33535.613281 88 7984.801270 89 7703.209473 90 12869.875000 91 34320.949219 92 14303.487305 93 22642.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,ISS,XGBoost,1.8202605247497559,"84 15935.118164 85 13932.358398 86 15026.109375 87 14909.157227 88 15074.185547 89 15073.069336 90 15026.109375 91 15072.576172 92 15074.185547 93 15026.109375 94 13979.625000 95 14956.864258 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,ITBI,XGBoost,1.8852083683013916,"76 19130.205078 77 17647.476562 78 19302.380859 79 18157.779297 80 24082.796875 81 25565.689453 82 21082.556641 83 12717.765625 84 9218.207031 85 10193.636719 86 9022.387695 87 17716.728516 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,IRRF,HWES,1.5351181030273438,"84 24109.242188 85 37757.402344 86 47255.121094 87 37757.402344 88 37757.402344 89 37757.402344 90 37757.402344 91 37757.402344 92 37757.402344 93 37757.402344 94 47255.121094 95 47255.121094 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do FPM,HWES,2.009303331375122,"84 1.300203e+06 85 1.893769e+06 86 1.121150e+06 87 1.149353e+06 88 1.300216e+06 89 1.325502e+06 90 1.300216e+06 91 1.121150e+06 92 1.121150e+06 93 9.577048e+05 94 1.300216e+06 95 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,HWES,0.9808528423309326,"84 489905.53125 85 468043.68750 86 470747.65625 87 491985.68750 88 493356.68750 89 491947.84375 90 491978.68750 91 491905.53125 92 491985.68750 93 493356.68750 94 491803.68750 95 493356.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,SARIMAX,2.6465060710906982,"81 32470.242188 82 27485.310547 83 39563.542969 84 39909.121094 85 39909.132812 86 9097.184570 87 9083.401367 88 7055.726074 89 6040.261230 90 6726.905273 91 6404.956055 92 39909.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ITR,XGBoost,2.1578915119171143,"69 124.322525 70 4408.330566 71 11628.441406 72 15275.456055 73 16956.193359 74 16954.285156 75 1738.778442 76 1740.036987 77 1738.760376 78 1738.608765 79 16951.054688 80 1739.979248 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Transferencias LC 61_1989,XGBoost,1.5003089904785156,"60 3431.536133 61 3870.120117 62 3831.266113 63 3417.085938 64 2832.296387 65 2834.883789 66 2846.846680 67 2832.296387 68 3198.221191 69 3431.536133 70 2832.296387 71 3188.440186 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,XGBoost,2.5395114421844482,"84 205317.296875 85 209885.437500 86 37610.792969 87 133683.437500 88 142960.781250 89 37616.648438 90 143945.296875 91 143954.218750 92 143944.593750 93 145822.062500 94 113986.085938 95 143209.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,ISS,XGBoost,1.2280583381652832,"84 260675.734375 85 257120.687500 86 257842.781250 87 257120.687500 88 261135.828125 89 257163.937500 90 269216.062500 91 232515.203125 92 257120.687500 93 257120.687500 94 257163.937500 95 257120.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,XGBoost,1.4964890480041504,"84 48260.312500 85 53559.757812 86 54411.707031 87 43247.070312 88 68030.187500 89 10026.158203 90 9024.496094 91 53559.757812 92 54451.343750 93 50232.242188 94 53142.316406 95 58775.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,IRRF,XGBoost,1.147064208984375,"84 199771.453125 85 200947.781250 86 199771.453125 87 200852.125000 88 199592.562500 89 199592.562500 90 199592.562500 91 199592.562500 92 199592.562500 93 200852.125000 94 199592.562500 95 201298.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do FPM,HWES,1.3571553230285645,"84 1736542.250 85 3156281.000 86 1736541.875 87 1546993.375 88 3156274.250 89 1629959.625 90 3156281.000 91 1736541.875 92 1736542.250 93 1680970.875 94 3156274.250 95 3156281.000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,HWES,1.2400627136230469,"84 1476132.000 85 1454060.625 86 1419967.125 87 1433166.000 88 1471200.000 89 1472199.250 90 1573288.625 91 1469406.875 92 1469406.875 93 1481057.250 94 1458716.375 95 1450926.375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,SARIMAX,2.2385597229003906,"84 202637.687500 85 124636.546875 86 117574.484375 87 202744.562500 88 206753.546875 89 118050.710938 90 66089.062500 91 57135.027344 92 45796.484375 93 27475.460938 94 17293.333984 95 206618.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ITR,MLP,2.6197245121002197,"84 2.041900e+05 85 3.530332e+05 86 2.815059e+05 87 3.655096e+05 88 4.303688e+05 89 5.357830e+05 90 6.700969e+05 91 8.246427e+05 92 1.090053e+06 93 1.981035e+06 94 1.610901e+06 95 1.980526e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Transferencias LC 61_1989,HWES,1.2028248310089111,"84 10216.610352 85 12823.916016 86 10545.070312 87 10638.610352 88 10545.542969 89 10602.801758 90 10602.514648 91 10344.996094 92 10574.095703 93 10373.741211 94 10383.899414 95 10549.412109 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,IPTU,MLP,2.201418161392212,"80 14787.978081 81 16865.061379 82 19780.428968 83 23294.107902 84 26982.484156 85 34126.797452 86 81594.074747 87 41733.732513 88 35922.033260 89 40691.859361 90 48540.985382 91 58049.857612 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,ISS,MLP,3.349125623703003,"80 12565.338453 81 12826.840398 82 13498.469672 83 14681.463706 84 13312.328667 85 13171.149739 86 13361.025501 87 14932.684504 88 14871.886172 89 16154.471860 90 14565.832192 91 13791.254318 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,ITBI,AR,1.9266033172607422,"79 16478.113281 80 16967.980469 81 17082.537109 82 10627.345703 83 17082.187500 84 22375.339844 85 9283.978516 86 21583.361328 87 16969.730469 88 21695.800781 89 16589.234375 90 10888.444336 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,IRRF,XGBoost,1.9100489616394043,"80 143136.250000 81 143136.250000 82 143105.812500 83 143136.250000 84 143136.250000 85 143136.250000 86 143136.250000 87 143660.765625 88 143136.250000 89 143476.812500 90 143563.484375 91 143105.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do FPM,HWES,1.3372077941894531,"80 1395689.625 81 1486752.500 82 1124146.000 83 1143406.750 84 1384757.000 85 1381958.250 86 1384753.500 87 1167745.625 88 1167325.875 89 972094.500 90 1486893.000 91 1538540.625 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,SES,0.9251110553741455,"80 508589.84375 81 434583.34375 82 484940.93750 83 549788.75000 84 547742.12500 85 496940.31250 86 549788.75000 87 532784.31250 88 532784.31250 89 497725.81250 90 502574.40625 91 497725.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,AR,2.691087484359741,"80 77969.359375 81 52134.941406 82 94457.750000 83 94454.625000 84 64130.324219 85 37457.531250 86 37406.429688 87 7187.024414 88 3792.177979 89 35018.984375 90 7189.131836 91 64069.332031 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ITR,SARIMAX,3.237428665161133,"71 173.631729 72 118.222260 73 544.426880 74 199.442505 75 173.613541 76 159.600739 77 201.433136 78 220.408020 79 8985.326172 80 29329.248047 81 123.754089 82 116.801682 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Transferencias LC 61_1989,AR,1.9826135635375977,"80 4326.834961 81 4637.453613 82 4707.031250 83 4737.254883 84 4725.388184 85 4739.170410 86 4702.210449 87 4725.477051 88 4638.157715 89 3586.386230 90 4704.148438 91 4322.134277 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,IPTU,XGBoost,1.665184497833252,"59 8240.842773 60 39911.785156 61 44485.855469 62 44403.238281 63 44403.238281 64 35608.867188 65 35596.015625 66 44478.550781 67 44478.468750 68 24914.048828 69 53157.480469 70 44478.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,ISS,AR,1.5913276672363281,"64 13323.496094 65 16479.550781 66 16845.228516 67 16479.550781 68 16473.789062 69 21310.736328 70 22593.857422 71 15506.725586 72 18145.214844 73 18123.964844 74 18145.214844 75 18489.642578 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,ITBI,AR,1.323847770690918,"58 -2506.859375 59 246384.468750 60 67472.242188 61 3804.812256 62 43398.925781 63 20502.269531 64 9450.608398 65 4030.856445 66 14221.666016 67 13869.592773 68 10195.099609 69 42368.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,IRRF,SES,1.2975988388061523,"53 70939.320312 54 70939.320312 55 70939.320312 56 70939.320312 57 70939.320312 58 70939.320312 59 70939.320312 60 70939.320312 61 70939.320312 62 70939.320312 63 70939.320312 64 70939.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do FPM,HWES,1.2100253105163574,"64 1.307107e+06 65 1.642490e+06 66 1.044546e+06 67 1.242217e+06 68 1.307817e+06 69 1.307442e+06 70 1.307817e+06 71 1.044546e+06 72 1.049052e+06 73 1.045328e+06 74 1.307817e+06 75 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,Prophet,1.2153053283691406,"64 635291.6875 65 517773.8750 66 517533.1875 67 638278.0000 68 637180.5000 69 635291.6875 70 638282.5000 71 637680.3125 72 637680.3125 73 637180.5000 74 635291.6875 75 637180.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,AR,2.1800904273986816,"64 98020.812500 65 35621.148438 66 27322.498047 67 35621.148438 68 27321.462891 69 22958.783203 70 23987.462891 71 23736.302734 72 11457.671875 73 11677.917969 74 64124.582031 75 98040.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Transferencias LC 61_1989,XGBoost,1.7876150608062744,"64 5388.124023 65 5359.297363 66 5391.249023 67 5416.499023 68 5395.591797 69 5392.540039 70 5392.993652 71 5395.591797 72 5391.212402 73 5385.261719 74 5417.844727 75 5393.001953 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,IPTU,XGBoost,1.775374174118042,"60 10230.348633 61 10579.899414 62 54956.613281 63 37048.875000 64 54700.500000 65 54690.804688 66 18655.832031 67 16854.789062 68 19838.220703 69 13554.744141 70 12224.837891 71 9126.022461 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,ISS,XGBoost,0.9424073696136475,"60 19798.054688 61 19800.531250 62 19800.517578 63 19800.517578 64 19800.517578 65 19819.027344 66 19834.855469 67 19835.658203 68 19837.832031 69 19838.669922 70 19836.697266 71 19836.238281 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,ITBI,MLP,2.176374673843384,"60 20165.194145 61 20778.523883 62 20857.713696 63 19088.025702 64 27316.371359 65 22697.287623 66 19705.799461 67 19587.827066 68 25661.267745 69 19995.313789 70 21255.048098 71 24597.853002 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,IRRF,AR,2.566516637802124,"60 106933.023438 61 106933.023438 62 106933.023438 63 30955.291016 64 106933.023438 65 30959.533203 66 106933.023438 67 106933.023438 68 106933.023438 69 106933.023438 70 106933.023438 71 106933.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do FPM,MLP,1.221801519393921,"60 1.226751e+06 61 1.437356e+06 62 1.154631e+06 63 1.245751e+06 64 1.311495e+06 65 1.280513e+06 66 1.473589e+06 67 1.276827e+06 68 1.243684e+06 69 1.230459e+06 70 1.360010e+06 71 1.687295e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,SES,1.2066748142242432,"60 392191.59375 61 489358.18750 62 489314.06250 63 479356.62500 64 466832.31250 65 479356.62500 66 479356.62500 67 465887.12500 68 455885.56250 69 445065.78125 70 439970.81250 71 465840.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,AR,1.7007174491882324,"60 173943.421875 61 38765.167969 62 38765.167969 63 173941.781250 64 38801.167969 65 36550.250000 66 13889.546875 67 6179.130859 68 4350.839355 69 2237.431152 70 2249.353027 71 173943.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ITR,XGBoost,1.8604860305786133,"59 1172.688843 60 2666.545654 61 2666.545654 62 4336.205078 63 1280.364380 64 1211.576416 65 1241.314575 66 15413.736328 67 15442.908203 68 15426.282227 69 15419.114258 70 15404.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,IPTU,MLP,2.2904484272003174,"72 21812.897925 73 20599.684612 74 21219.453641 75 21085.640661 76 21538.866981 77 41608.760414 78 25456.187504 79 23915.297014 80 23662.498471 81 23257.530739 82 27238.187696 83 22037.091437 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,ISS,SARIMAX,1.2420995235443115,"72 135817.406250 73 136144.046875 74 136285.875000 75 135857.921875 76 136285.875000 77 135820.906250 78 136010.375000 79 136285.875000 80 135820.906250 81 135820.906250 82 135817.406250 83 135816.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,ITBI,SES,1.6565394401550293,"72 3622.618896 73 3996.368652 74 4842.713379 75 13128.991211 76 1526.002563 77 -1510.121094 78 2668.528076 79 -1510.121094 80 3251.706543 81 -3253.829346 82 -3253.829346 83 -2291.265137 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,IRRF,SARIMAX,1.3384616374969482,"72 196568.296875 73 194112.843750 74 196568.296875 75 196568.296875 76 196568.296875 77 196568.296875 78 196914.562500 79 196568.296875 80 196568.296875 81 196568.296875 82 196568.296875 83 196914.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do FPM,SES,1.9574263095855713,"68 1159672.750 69 1169316.250 70 1145156.250 71 1177060.000 72 1109277.375 73 1177130.250 74 1110207.625 75 1145156.250 76 1145156.250 77 1070674.250 78 1169316.250 79 1170233.500 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,MLP,1.2521381378173828,"72 1.620353e+06 73 1.500106e+06 74 1.546974e+06 75 1.708751e+06 76 1.828722e+06 77 1.645298e+06 78 1.736546e+06 79 1.791533e+06 80 1.788707e+06 81 1.946797e+06 82 1.542751e+06 83 1.948104e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,HWES,2.072631597518921,"67 46939.250000 68 35622.148438 69 29690.617188 70 40032.886719 71 36842.375000 72 30046.962891 73 39316.906250 74 26301.576172 75 12250.059570 76 11196.158203 77 26858.914062 78 59229.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do ITR,AR,2.111453056335449,"65 135231.625000 66 6631.403809 67 8927.449219 68 7526.874512 69 8549.920898 70 8931.473633 71 8009.814941 72 6631.403809 73 143856.859375 74 186707.984375 75 20900.339844 76 35128.738281 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,IPTU,AR,2.3870019912719727,"72 283.409302 73 20114.320312 74 139820.937500 75 145936.562500 76 23085.910156 77 24134.738281 78 23170.419922 79 24742.330078 80 20410.824219 81 22859.910156 82 13563.153320 83 16162.025391 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,ISS,AR,2.729376792907715,"72 45243.242188 73 40261.601562 74 47462.546875 75 47462.546875 76 45863.238281 77 38652.367188 78 47980.054688 79 43485.378906 80 45602.230469 81 45565.261719 82 38401.414062 83 45829.128906 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,ITBI,Prophet,1.575819969177246,"72 8135.291016 73 9980.921875 74 10345.295898 75 9187.657227 76 10661.361328 77 9981.658203 78 12570.543945 79 11914.723633 80 10740.561523 81 9971.277344 82 20319.931641 83 10208.777344 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,IRRF,HWES,1.1600053310394287,"72 72241.750000 73 69465.453125 74 72241.750000 75 120428.367188 76 120428.367188 77 72241.750000 78 69465.453125 79 69465.453125 80 72241.750000 81 69461.625000 82 72241.750000 83 120428.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do FPM,HWES,1.3751513957977295,"72 1226773.625 73 1893768.750 74 1108990.875 75 1143601.750 76 1226773.625 77 1253564.500 78 1226773.625 79 1108990.875 80 1110112.500 81 947834.750 82 1226773.625 83 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,SARIMAX,1.3470649719238281,"72 1679700.375 73 1676247.500 74 1678106.625 75 1684204.375 76 1684204.375 77 1679700.375 78 1684204.375 79 1684204.375 80 1684204.375 81 1684204.375 82 1684204.375 83 1684223.875 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,HWES,1.8545446395874023,"72 96645.992188 73 105498.289062 74 83462.953125 75 83462.953125 76 125728.789062 77 125372.601562 78 125373.335938 79 125439.921875 80 124991.828125 81 125439.921875 82 124784.562500 83 77864.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do ITR,XGBoost,1.3003826141357422,"56 507.266357 57 483.535034 58 475.201141 59 384.461121 60 2348.350342 61 2851.556885 62 2848.259521 63 2851.556885 64 3500.328125 65 3503.493896 66 3500.917480 67 2848.128906 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,IPTU,XGBoost,2.280360460281372,"58 4039.201904 59 4128.268555 60 4258.507324 61 4000.196289 62 4112.636719 63 4117.980957 64 1998.674927 65 2662.364502 66 2687.288818 67 2179.257568 68 2177.699219 69 1998.728394 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,ISS,XGBoost,2.787384510040283,"72 21283.775391 73 20631.669922 74 21283.775391 75 21283.066406 76 21283.775391 77 21281.984375 78 21283.775391 79 21283.775391 80 21281.984375 81 21283.775391 82 20551.185547 83 21283.775391 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,ITBI,HWES,2.6251814365386963,"65 2577.356201 66 2405.905029 67 3093.477295 68 1359.153687 69 4205.865723 70 2569.226807 71 1901.141602 72 2923.145264 73 2923.145264 74 1965.527710 75 3253.220703 76 2860.152588 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,IRRF,HWES,1.5570523738861084,"72 90259.656250 73 90259.656250 74 89857.000000 75 90259.656250 76 90259.656250 77 89857.000000 78 89857.000000 79 89857.000000 80 90259.656250 81 90259.656250 82 90259.656250 83 89895.953125 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do FPM,HWES,1.3541643619537354,"72 1.250098e+06 73 1.893767e+06 74 1.102160e+06 75 1.172774e+06 76 1.250097e+06 77 1.276658e+06 78 1.250097e+06 79 1.102160e+06 80 1.102160e+06 81 9.585593e+05 82 1.250097e+06 83 1.893767e+06 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,SARIMAX,1.3941898345947266,"72 518631.7500 73 486640.3125 74 485131.3750 75 534088.4375 76 572004.3750 77 541981.8125 78 534088.4375 79 568429.9375 80 568429.9375 81 537961.6250 82 546603.0000 83 537961.6250 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,AR,1.8764891624450684,"69 72506.312500 70 15548.142578 71 15547.880859 72 15547.867188 73 15547.867188 74 15547.587891 75 10425.406250 76 17991.517578 77 3236.018799 78 3114.919189 79 3280.303467 80 31966.757812 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do ITR,SARIMAX,1.45283842086792,"63 166.816101 64 179.181580 65 174.771881 66 525.139038 67 168.587646 68 527.880676 69 1185.922363 70 115.669228 71 116.432755 72 1571.790405 73 116.697205 74 527.903198 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Transferencias LC 61_1989,HWES,1.5802199840545654,"72 4557.967285 73 4750.301270 74 4766.671387 75 4364.858398 76 4712.623047 77 4487.985840 78 4490.307129 79 4680.317383 80 4513.456543 81 4839.628906 82 4680.317383 83 4444.297363 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,IPTU,HWES,1.6336634159088135,"60 181200.875000 61 241967.968750 62 25390.279297 63 15777.162109 64 24422.525391 65 21244.701172 66 16001.988281 67 16324.417969 68 14503.661133 69 15630.052734 70 14164.455078 71 14164.455078 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,ISS,SES,0.9411435127258301,"60 23093.248047 61 13847.091797 62 15126.430664 63 15110.768555 64 23210.837891 65 15181.974609 66 23212.072266 67 13971.401367 68 15196.094727 69 23212.072266 70 23212.072266 71 20524.322266 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,ITBI,SES,1.3905644416809082,"49 713.156433 50 6669.786621 51 9977.281250 52 10104.903320 53 9656.368164 54 4974.464355 55 5030.165527 56 6068.734863 57 6068.734863 58 5992.560059 59 18035.193359 60 27818.972656 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,IRRF,MLP,1.6576828956604004,"60 54854.969919 61 54343.110427 62 54668.080239 63 61350.892638 64 42996.583493 65 69057.723206 66 55245.408033 67 42699.544213 68 68617.863596 69 55005.933379 70 55263.481954 71 55364.233374 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do FPM,MLP,1.1802754402160645,"60 1.218018e+06 61 1.424015e+06 62 1.146692e+06 63 1.235791e+06 64 1.299921e+06 65 1.269253e+06 66 1.457997e+06 67 1.264771e+06 68 1.232012e+06 69 1.218802e+06 70 1.345405e+06 71 1.664646e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,MLP,1.8428032398223877,"60 683771.816083 61 751271.001581 62 801327.746705 63 763086.145743 64 342968.345522 65 661527.695085 66 665019.570269 67 675655.300247 68 660601.148821 69 655859.991660 70 650606.428206 71 701258.306492 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,AR,1.8626399040222168,"60 102974.640625 61 102919.546875 62 102974.546875 63 102974.148438 64 102974.171875 65 36701.816406 66 27983.302734 67 27983.302734 68 27983.302734 69 16968.335938 70 19310.361328 71 102974.640625 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ITR,MLP,2.3038294315338135,"58 69165.783433 59 91467.957312 60 74353.918660 61 86603.216951 62 105557.326159 63 127714.594369 64 155888.666287 65 190686.105997 66 255681.982346 67 451463.048490 68 321946.668817 69 381997.728648 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,IPTU,SARIMAX,2.1656718254089355,"67 -651.253784 68 -109.769844 69 -242.262909 70 5452.104492 71 5442.555176 72 1797.478394 73 5987.355957 74 2273.935791 75 894.898132 76 930.984680 77 799.580872 78 31031.386719 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,ISS,XGBoost,1.1722803115844727,"68 15715.562500 69 15718.017578 70 10195.625977 71 15716.088867 72 10195.625977 73 10195.625977 74 15703.414062 75 10184.818359 76 16157.538086 77 10184.818359 78 10635.570312 79 16091.016602 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,ITBI,SES,1.1592226028442383,"67 23675.800781 68 1440.356445 69 10257.776367 70 23675.113281 71 11371.312500 72 23674.576172 73 23675.886719 74 9477.622070 75 68198.351562 76 4167.702148 77 4167.702148 78 22598.611328 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,IRRF,Prophet,1.2946033477783203,"68 48255.472656 69 39052.902344 70 51644.195312 71 48255.472656 72 48255.472656 73 39574.035156 74 42393.656250 75 39574.035156 76 39574.035156 77 48255.472656 78 48255.472656 79 99888.773438 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do FPM,Prophet,1.1147594451904297,"68 1.295153e+06 69 1.893769e+06 70 1.072615e+06 71 1.074063e+06 72 1.888078e+06 73 1.296051e+06 74 1.893769e+06 75 1.072615e+06 76 1.072615e+06 77 9.866094e+05 78 1.888078e+06 79 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,SARIMAX,1.3231000900268555,"68 391779.15625 69 377129.87500 70 384015.06250 71 397545.65625 72 404243.71875 73 397529.75000 74 397545.65625 75 404210.50000 76 404210.50000 77 401665.28125 78 396540.31250 79 401665.28125 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,AR,1.7320969104766846,"68 46430.019531 69 8776.051758 70 55996.414062 71 46430.023438 72 55996.414062 73 48379.558594 74 9222.390625 75 9390.775391 76 5454.887207 77 5500.556641 78 5500.556641 79 48507.710938 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ITR,XGBoost,1.648691177368164,"49 480.052338 50 1958.885010 51 2247.239990 52 4547.819336 53 4271.204102 54 4271.204102 55 4547.819336 56 4549.340820 57 4549.353516 58 4549.353516 59 4536.989746 60 4549.340820 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,IPTU,AR,1.9271998405456543,"62 6378.359863 63 7329.600098 64 42775.894531 65 42796.355469 66 44368.410156 67 44347.960938 68 128710.640625 69 136728.593750 70 36662.468750 71 44885.042969 72 38293.886719 73 44842.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,ISS,SES,1.714937448501587,"62 7689.680664 63 7666.602539 64 14518.558594 65 14518.558594 66 14631.304688 67 14631.304688 68 14515.244141 69 14631.304688 70 7651.576660 71 7638.359863 72 14815.712891 73 14504.450195 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,ITBI,XGBoost,2.0630013942718506,"62 22748.132812 63 37129.445312 64 37129.445312 65 22756.146484 66 36632.792969 67 36499.957031 68 8488.432617 69 12808.349609 70 12808.484375 71 22645.386719 72 26868.337891 73 26105.880859 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,IRRF,SARIMAX,1.1363346576690674,"62 57502.546875 63 58066.011719 64 58066.011719 65 61524.527344 66 58066.011719 67 58066.011719 68 58066.011719 69 58066.011719 70 58066.011719 71 61524.527344 72 61524.527344 73 58017.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do FPM,AR,1.2155015468597412,"62 1.298504e+06 63 1.893768e+06 64 1.176701e+06 65 1.164414e+06 66 1.873906e+06 67 1.028261e+06 68 1.873906e+06 69 1.174790e+06 70 1.174790e+06 71 1.174055e+06 72 1.893768e+06 73 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,HWES,1.1796772480010986,"62 486353.50000 63 396711.18750 64 396884.34375 65 519167.68750 66 528992.81250 67 450118.46875 68 527357.50000 69 528974.00000 70 528974.00000 71 523177.93750 72 495921.25000 73 522024.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do IPVA,HWES,1.2867870330810547,"61 49518.972656 62 33733.699219 63 91307.195312 64 90757.726562 65 91308.968750 66 94134.203125 67 23314.228516 68 23290.664062 69 23290.664062 70 4052.680420 71 4203.006836 72 93968.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Transferencias LC 61_1989,SARIMAX,1.6199769973754883,"62 3123.971680 63 2975.395752 64 2975.395752 65 2992.108643 66 2975.395752 67 3000.818604 68 3000.307373 69 2975.395752 70 2363.564209 71 3135.532715 72 2975.395752 73 3157.197021 Name: Valor, dtype: float64"