diff --git "a/last_results.csv" "b/last_results.csv" new file mode 100644--- /dev/null +++ "b/last_results.csv" @@ -0,0 +1,32306 @@ +Instituição,Conta,Modelo,Time (s),Forecasts +Prefeitura Municipal de Santo Ângelo - RS,IPTU,SARIMAX,2.8778085708618164,"96 1103736.625 +97 1270643.000 +98 1284483.125 +99 1185138.375 +100 1253954.000 +101 1268373.000 +102 1259413.625 +103 1263825.750 +104 1472094.375 +105 1440044.625 +106 1439357.500 +107 1413539.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ISS,MLP,1.097348690032959,"96 1.849708e+06 +97 1.825735e+06 +98 1.937245e+06 +99 1.983441e+06 +100 2.033545e+06 +101 1.996011e+06 +102 2.100950e+06 +103 2.044220e+06 +104 2.063250e+06 +105 2.000878e+06 +106 2.033392e+06 +107 1.959046e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,ITBI,XGBoost,1.6661663055419922,"96 514076.87500 +97 423497.00000 +98 515406.03125 +99 565750.06250 +100 421783.50000 +101 475236.75000 +102 470920.68750 +103 477812.96875 +104 498589.78125 +105 466000.81250 +106 464379.40625 +107 500427.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,MLP,1.772648811340332,"96 5.791237e+06 +97 5.436194e+06 +98 5.430093e+06 +99 5.860071e+06 +100 5.408396e+06 +101 6.217421e+06 +102 6.428945e+06 +103 6.423411e+06 +104 6.889356e+06 +105 7.190782e+06 +106 7.548361e+06 +107 7.451281e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,XGBoost,1.3325495719909668,"96 2972799.00 +97 3027336.50 +98 2768213.00 +99 2845127.75 +100 2845127.75 +101 3003516.50 +102 3003516.50 +103 3003516.50 +104 3003516.50 +105 3003516.50 +106 3003516.50 +107 2748690.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,MLP,1.0171332359313965,"96 1.059754e+07 +97 6.043513e+06 +98 7.343944e+05 +99 -4.915428e+06 +100 1.312103e+07 +101 8.658373e+06 +102 -1.686645e+06 +103 7.248989e+06 +104 8.846640e+06 +105 4.640595e+06 +106 5.839237e+06 +107 7.413947e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,SARIMAX,0.9124500751495361,"96 5237516.5 +97 5240031.5 +98 5237516.5 +99 5309910.0 +100 5311889.0 +101 5311889.0 +102 5311889.0 +103 5311889.0 +104 5311889.0 +105 5311889.0 +106 5311889.0 +107 5311889.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,MLP,1.1194865703582764,"96 2.237820e+06 +97 1.755544e+06 +98 2.142696e+06 +99 2.202680e+06 +100 1.907844e+06 +101 2.359637e+06 +102 2.159494e+06 +103 2.147119e+06 +104 2.476851e+06 +105 2.264984e+06 +106 2.409931e+06 +107 2.315874e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,MLP,0.9379737377166748,"96 1.578603e+07 +97 1.451677e+07 +98 1.435206e+07 +99 1.552929e+07 +100 1.409668e+07 +101 1.621741e+07 +102 1.659069e+07 +103 1.632495e+07 +104 1.744867e+07 +105 1.797598e+07 +106 1.872007e+07 +107 1.799324e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,MLP,2.0664167404174805,"96 -1.178850e+06 +97 1.003639e+06 +98 6.524837e+06 +99 9.406973e+05 +100 2.634715e+06 +101 4.855155e+06 +102 3.866041e+06 +103 4.322976e+06 +104 4.305868e+06 +105 4.633480e+06 +106 5.117812e+06 +107 -2.500285e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,IPTU,XGBoost,1.9435937404632568,"80 30139.769531 +81 30072.531250 +82 35687.089844 +83 41587.820312 +84 18797.726562 +85 18797.726562 +86 25252.335938 +87 29136.617188 +88 29087.705078 +89 28418.679688 +90 29128.804688 +91 35470.285156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ISS,SARIMAX,1.9950852394104004,"80 28065.050781 +81 38544.613281 +82 39581.457031 +83 38451.378906 +84 38334.867188 +85 35119.007812 +86 37535.437500 +87 35119.007812 +88 37523.925781 +89 38556.183594 +90 35119.007812 +91 35119.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,ITBI,MLP,0.6704418659210205,"80 76443.778021 +81 57571.081922 +82 62159.624656 +83 68984.989847 +84 59797.853331 +85 82156.624228 +86 -3939.594597 +87 46216.417968 +88 88939.009889 +89 7208.085944 +90 72592.052832 +91 78466.525551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,XGBoost,0.7207651138305664,"80 738723.6875 +81 675166.3750 +82 734841.0000 +83 822016.7500 +84 750265.6875 +85 675204.6875 +86 733749.7500 +87 824313.0625 +88 670206.2500 +89 739924.5000 +90 734001.6875 +91 812985.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,MLP,0.712263822555542,"80 -48593.398678 +81 39175.112847 +82 171385.441058 +83 50958.870079 +84 111190.608361 +85 132038.507079 +86 133062.009742 +87 157400.313459 +88 143157.914846 +89 157334.151044 +90 172015.782758 +91 -119835.345598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,MLP,0.87514328956604,"84 85676.107351 +85 57944.799347 +86 41971.009324 +87 63907.466463 +88 61677.841183 +89 61139.337956 +90 20240.324390 +91 -10016.489713 +92 79621.252445 +93 74726.069887 +94 51675.199675 +95 65477.002938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ISS,MLP,1.1516642570495605,"96 53547.441315 +97 40007.211011 +98 55141.749396 +99 54472.500333 +100 8240.308490 +101 54346.168491 +102 51696.979738 +103 44219.470210 +104 43115.162304 +105 46012.372645 +106 55528.868236 +107 55613.594457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,MLP,2.0671768188476562,"93 35190.910280 +94 31189.044947 +95 22973.712921 +96 17609.817412 +97 16006.517428 +98 15882.784235 +99 17411.768530 +100 22508.962730 +101 32363.756479 +102 17965.343618 +103 24909.518918 +104 32148.219414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,SES,1.4402565956115723,"96 694095.8750 +97 693070.7500 +98 745212.1250 +99 747617.8750 +100 741320.8125 +101 712622.2500 +102 715469.2500 +103 714736.3125 +104 715773.1875 +105 716572.1250 +106 716911.8125 +107 718217.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,MLP,1.9327442646026611,"96 -8430.257678 +97 17381.160231 +98 60083.059822 +99 3028.277095 +100 27178.801695 +101 55780.640366 +102 39374.108645 +103 45415.285314 +104 49394.356609 +105 49565.468374 +106 54446.606345 +107 -21730.145468 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.0679943561553955,"89 11296.102539 +90 25265.041016 +91 9430.720703 +92 10010.841797 +93 9644.790039 +94 9208.710938 +95 8353.137695 +96 9202.248047 +97 8637.971680 +98 10897.873047 +99 18031.373047 +100 11170.177734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ISS,MLP,1.5490710735321045,"96 13033.309999 +97 10088.126008 +98 13153.913994 +99 9560.331880 +100 11543.668921 +101 14129.164233 +102 12513.467466 +103 8294.303270 +104 10267.446242 +105 11716.006921 +106 12454.732142 +107 9317.077120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,MLP,2.6268727779388428,"90 -3568.277717 +91 12262.949849 +92 15281.654001 +93 3947.009402 +94 20224.089473 +95 14430.900534 +96 -2484.218659 +97 23029.498919 +98 20565.336959 +99 8061.945277 +100 23650.845834 +101 -36956.041024 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,MLP,1.798208236694336,"96 386314.172359 +97 362456.938410 +98 361716.824246 +99 392174.824386 +100 362326.746558 +101 416161.493687 +102 429892.122264 +103 429338.936860 +104 459747.371824 +105 477324.007088 +106 500429.523950 +107 489927.248505 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,MLP,2.263702869415283,"95 12259.591173 +96 36829.392952 +97 60700.009912 +98 2615.093963 +99 48386.282038 +100 82339.779006 +101 69335.967813 +102 77431.880672 +103 79313.143736 +104 87509.235433 +105 92633.361902 +106 1396.847132 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,IPTU,AR,2.5027871131896973,"96 363767.68750 +97 276020.59375 +98 287473.28125 +99 302711.46875 +100 307415.71875 +101 337442.81250 +102 313226.00000 +103 340256.56250 +104 315853.75000 +105 340156.90625 +106 340156.90625 +107 340156.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ISS,MLP,1.139648675918579,"96 634830.275621 +97 623760.702989 +98 598701.802923 +99 649281.095237 +100 648849.495863 +101 660110.207401 +102 691006.492660 +103 674033.559903 +104 666900.464086 +105 657754.263974 +106 698308.798883 +107 661309.104314 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,ITBI,MLP,0.797917366027832,"96 216636.587666 +97 257611.400845 +98 275065.018745 +99 236343.498187 +100 229004.970365 +101 270600.510338 +102 260577.326392 +103 274825.609383 +104 227147.293448 +105 257511.012272 +106 294568.876316 +107 218942.728673 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,MLP,0.860065221786499,"96 4.158230e+06 +97 3.874093e+06 +98 3.851016e+06 +99 4.162589e+06 +100 3.815086e+06 +101 4.385666e+06 +102 4.512667e+06 +103 4.485897e+06 +104 4.803795e+06 +105 4.979263e+06 +106 5.216978e+06 +107 5.077529e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,MLP,1.0552918910980225,"96 -4.236495e+05 +97 1.170835e+05 +98 1.570107e+06 +99 1.276321e+05 +100 6.114018e+05 +101 1.072779e+06 +102 7.625334e+05 +103 9.640033e+05 +104 9.388245e+05 +105 9.846720e+05 +106 1.108337e+06 +107 -7.984488e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,IPTU,SARIMAX,1.0249009132385254,"92 4540.994141 +93 4339.446289 +94 4534.949707 +95 1835.098999 +96 3039.939453 +97 3648.059326 +98 3274.764160 +99 3641.638916 +100 3397.519043 +101 3748.030029 +102 3933.092285 +103 4675.957520 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ISS,MLP,1.227832317352295,"96 109079.383625 +97 111247.927858 +98 117287.730597 +99 114496.437930 +100 80995.376775 +101 89014.385821 +102 61644.295136 +103 105358.391949 +104 112801.720221 +105 113163.137601 +106 122053.354529 +107 119096.895181 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,ITBI,MLP,1.525052785873413,"79 7606.899623 +80 11730.957254 +81 7947.467574 +82 8704.255543 +83 11615.891314 +84 10100.146598 +85 8999.715596 +86 4595.475739 +87 12713.418661 +88 12640.338423 +89 3107.071137 +90 13221.169942 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,XGBoost,1.0041320323944092,"96 324901.46875 +97 292524.84375 +98 290917.81250 +99 297360.40625 +100 295889.56250 +101 296057.53125 +102 296587.87500 +103 287624.62500 +104 296551.28125 +105 307504.87500 +106 319938.56250 +107 295510.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,MLP,0.9238619804382324,"91 21318.857453 +92 24111.241307 +93 35239.034846 +94 21493.147805 +95 28545.843237 +96 39026.290503 +97 43254.137867 +98 48202.394388 +99 46682.373583 +100 52355.206526 +101 56668.893480 +102 6703.414947 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,IPTU,MLP,0.937873125076294,"94 71767.012119 +95 35995.932208 +96 -21536.593041 +97 -18457.263080 +98 99725.941907 +99 33873.090244 +100 -29714.276361 +101 67401.458556 +102 48798.123331 +103 12073.364452 +104 41473.730389 +105 48111.736705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ISS,XGBoost,0.8652646541595459,"96 19139.183594 +97 25025.017578 +98 20426.384766 +99 22600.433594 +100 24742.583984 +101 21972.613281 +102 22823.216797 +103 24464.794922 +104 23585.675781 +105 21254.724609 +106 24511.861328 +107 19406.767578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,3.2174415588378906,"95 9414.791016 +96 11261.379883 +97 10303.993164 +98 9678.034180 +99 13387.585938 +100 14120.681641 +101 11904.663086 +102 10547.394531 +103 11523.094727 +104 12408.847656 +105 11189.259766 +106 9975.506836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,XGBoost,1.9737954139709473,"96 289507.375000 +97 288274.625000 +98 254753.828125 +99 275194.687500 +100 244949.218750 +101 274105.593750 +102 305316.281250 +103 281365.656250 +104 283143.906250 +105 283619.156250 +106 304192.562500 +107 242269.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,MLP,1.5999698638916016,"93 51525.402591 +94 -75422.639413 +95 21936.164332 +96 63479.182907 +97 36694.859232 +98 40954.721941 +99 48683.645281 +100 63893.346364 +101 56623.531635 +102 59899.891463 +103 68432.136474 +104 -81943.680497 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,IPTU,MLP,0.6903562545776367,"86 283433.945373 +87 163067.602178 +88 54945.492506 +89 203046.489487 +90 196678.905089 +91 -256645.731953 +92 297864.106141 +93 311248.598543 +94 -14743.668550 +95 174883.744367 +96 234411.187365 +97 186676.190435 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ISS,MLP,0.7414119243621826,"92 99303.060583 +93 117951.523147 +94 102334.932395 +95 93033.130431 +96 104038.650938 +97 104610.722611 +98 114636.486560 +99 113771.274668 +100 110977.573791 +101 104868.724721 +102 98415.847445 +103 63936.279942 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,ITBI,MLP,0.888993501663208,"92 83439.618102 +93 66983.600409 +94 71883.789255 +95 75463.800311 +96 72951.603188 +97 92554.555056 +98 78834.183182 +99 80330.729803 +100 87903.703151 +101 86507.423624 +102 95944.241676 +103 84149.455741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,MLP,1.021620512008667,"92 1.066122e+06 +93 1.002225e+06 +94 1.000408e+06 +95 1.085083e+06 +96 1.004523e+06 +97 1.154291e+06 +98 1.193240e+06 +99 1.195414e+06 +100 1.281168e+06 +101 1.333100e+06 +102 1.402107e+06 +103 1.376007e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,MLP,0.886646032333374,"92 -45008.361717 +93 64466.253083 +94 250668.937284 +95 -9425.741455 +96 169900.136247 +97 208477.628656 +98 146229.767084 +99 212517.418289 +100 182388.670124 +101 206337.602438 +102 234254.782170 +103 -136914.146792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,IPTU,XGBoost,1.2300257682800293,"96 17841.970703 +97 18094.494141 +98 16354.607422 +99 17200.007812 +100 17200.007812 +101 17394.683594 +102 17028.658203 +103 16790.492188 +104 16871.730469 +105 16790.492188 +106 17028.658203 +107 16790.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ISS,MLP,1.357703685760498,"96 96372.597979 +97 91378.995241 +98 80231.422315 +99 92724.034305 +100 105382.556224 +101 90212.340295 +102 88027.238587 +103 102089.853240 +104 52492.179667 +105 68077.146230 +106 89472.802506 +107 56322.494991 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,ITBI,MLP,1.1620879173278809,"95 43423.741317 +96 29615.500133 +97 2759.304166 +98 27633.152212 +99 30283.308726 +100 18426.132987 +101 29665.446785 +102 25486.991855 +103 39015.059239 +104 25136.457851 +105 40777.128155 +106 45407.283756 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,MLP,1.987623691558838,"96 582688.021274 +97 551800.774479 +98 550714.124628 +99 596137.135917 +100 556663.649909 +101 635677.347182 +102 657462.473017 +103 678573.548667 +104 724645.018876 +105 741294.285666 +106 781435.109089 +107 769598.691906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,MLP,3.404101848602295,"96 -23905.878079 +97 32188.251674 +98 86579.540346 +99 11352.636270 +100 64955.801173 +101 81459.769010 +102 63023.230979 +103 83936.401672 +104 78320.482714 +105 83512.357495 +106 91950.571377 +107 -33008.358488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,IPTU,SARIMAX,1.2876503467559814,"96 50591436.0 +97 50630368.0 +98 50630368.0 +99 50630368.0 +100 50630368.0 +101 50630368.0 +102 50630368.0 +103 50630368.0 +104 50630368.0 +105 50630368.0 +106 54564372.0 +107 50630368.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ISS,SARIMAX,1.0558085441589355,"96 7868544.5 +97 8068760.5 +98 8068760.5 +99 8828082.0 +100 8813743.0 +101 8807553.0 +102 8800376.0 +103 8821891.0 +104 8639304.0 +105 8639304.0 +106 8639304.0 +107 8639304.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,ITBI,XGBoost,1.2505619525909424,"96 2442922.00 +97 2443021.00 +98 2402000.75 +99 2378305.75 +100 2576838.75 +101 2544737.50 +102 2464051.25 +103 2132358.75 +104 2417401.25 +105 2409726.00 +106 2452739.00 +107 2362787.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,XGBoost,0.8296785354614258,"96 12032665.0 +97 11487964.0 +98 11022811.0 +99 11526377.0 +100 10754732.0 +101 11327453.0 +102 11478299.0 +103 11385347.0 +104 11480259.0 +105 11488101.0 +106 12249752.0 +107 11118160.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,XGBoost,0.8841936588287354,"96 10292026.0 +97 10665697.0 +98 10779608.0 +99 10779608.0 +100 10779608.0 +101 10713429.0 +102 14012267.0 +103 13961319.0 +104 13961319.0 +105 13961319.0 +106 15048920.0 +107 12328704.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,IPTU,XGBoost,0.8602352142333984,"88 210758.187500 +89 232215.937500 +90 228154.453125 +91 247930.515625 +92 98532.593750 +93 98532.593750 +94 96607.484375 +95 97775.242188 +96 229715.968750 +97 231230.765625 +98 232357.468750 +99 232626.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,0.82763671875,"92 339061.183665 +93 342133.774306 +94 340733.414747 +95 353428.007039 +96 339059.841246 +97 383940.797110 +98 363837.647781 +99 331308.624204 +100 393236.273275 +101 346097.568032 +102 405040.150537 +103 366387.396931 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,ITBI,MLP,0.718148946762085,"92 123292.085506 +93 112016.877042 +94 101845.666619 +95 127188.201816 +96 130614.083637 +97 89121.471749 +98 124027.821252 +99 114403.908073 +100 148744.806324 +101 117500.154844 +102 152646.862534 +103 167648.885819 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,MLP,0.7744660377502441,"92 1.874668e+06 +93 1.772289e+06 +94 1.775462e+06 +95 1.899279e+06 +96 1.744371e+06 +97 1.997545e+06 +98 2.055771e+06 +99 2.055805e+06 +100 2.201501e+06 +101 2.288997e+06 +102 2.397567e+06 +103 2.357325e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,MLP,1.0572288036346436,"92 -70260.614208 +93 189620.164702 +94 700470.356474 +95 209882.340463 +96 545306.303239 +97 552348.126835 +98 521393.596908 +99 661911.189088 +100 594103.200196 +101 647288.886912 +102 702395.024124 +103 -296192.828222 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,IPTU,MLP,1.7291288375854492,"84 213279.688902 +85 128859.748213 +86 45566.721942 +87 160722.665786 +88 -185791.825200 +89 219252.629612 +90 259046.230168 +91 -40689.812548 +92 138371.141360 +93 200733.931057 +94 116454.855824 +95 149429.406106 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ISS,MLP,2.0424182415008545,"96 128477.276221 +97 129509.569160 +98 135433.675352 +99 138061.191479 +100 133678.700716 +101 134230.756029 +102 140016.881389 +103 112415.916833 +104 122857.957784 +105 122144.825319 +106 128777.764101 +107 112204.796508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,ITBI,XGBoost,1.4977262020111084,"96 67812.796875 +97 81112.117188 +98 82241.773438 +99 81871.000000 +100 41648.921875 +101 80441.554688 +102 91562.789062 +103 47504.878906 +104 43320.667969 +105 58675.093750 +106 86006.695312 +107 100288.773438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,XGBoost,1.2138054370880127,"96 915859.1250 +97 861912.8750 +98 828802.3750 +99 865618.6875 +100 723513.6250 +101 838219.9375 +102 801770.5625 +103 791610.3125 +104 843685.0625 +105 832608.3750 +106 862420.5625 +107 827430.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,XGBoost,0.8420343399047852,"96 275380.09375 +97 291214.06250 +98 268355.25000 +99 275565.93750 +100 275565.93750 +101 291214.06250 +102 322905.50000 +103 322905.50000 +104 450003.96875 +105 450011.00000 +106 450011.00000 +107 436592.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,MLP,1.1439714431762695,"95 56179.126320 +96 27028.340295 +97 -66486.273398 +98 78514.111087 +99 71772.185686 +100 1010.253237 +101 39253.818679 +102 50872.989651 +103 49665.245136 +104 44926.232487 +105 40494.549953 +106 53147.938323 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,MLP,1.70259428024292,"96 24127.133630 +97 30349.599203 +98 28276.960909 +99 25314.265515 +100 27422.289292 +101 29824.875067 +102 35441.818111 +103 27174.126276 +104 30584.074166 +105 33188.212083 +106 31200.819427 +107 29923.618977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,MLP,1.465181827545166,"95 28330.862962 +96 18899.933436 +97 26927.614369 +98 21349.132542 +99 14876.943971 +100 28547.359658 +101 27616.432460 +102 26696.701266 +103 30372.975068 +104 4134.647664 +105 25979.549805 +106 33080.657249 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,MLP,0.9297809600830078,"96 753452.598768 +97 703523.127550 +98 697712.293812 +99 747226.817148 +100 681190.130279 +101 781634.750676 +102 800794.846148 +103 795643.182368 +104 849109.643570 +105 877071.589130 +106 916732.139464 +107 887205.358992 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,MLP,1.0733866691589355,"96 -59321.613872 +97 31599.224522 +98 121602.296311 +99 25485.911380 +100 59513.358217 +101 81566.765644 +102 87995.755414 +103 86441.186392 +104 87788.144568 +105 100181.598974 +106 100302.935360 +107 -85249.388174 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,IPTU,MLP,3.0946757793426514,"92 82989.308681 +93 64539.897144 +94 65978.379908 +95 82557.775386 +96 81137.641529 +97 63507.314032 +98 -41581.894459 +99 41211.902176 +100 111077.787854 +101 76916.786496 +102 78685.072290 +103 74552.977126 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ISS,MLP,2.6104660034179688,"96 25889.333132 +97 31948.679847 +98 31830.845980 +99 32199.248911 +100 31243.231595 +101 34156.827698 +102 34750.600079 +103 31452.034643 +104 30335.179155 +105 32427.528101 +106 34144.063456 +107 24760.753576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,ITBI,MLP,2.952320098876953,"96 23478.827568 +97 27156.567906 +98 22089.308866 +99 19702.554675 +100 15985.828662 +101 21752.236336 +102 17634.640770 +103 18641.437241 +104 25916.756636 +105 28779.694820 +106 28036.232098 +107 24382.909276 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,MLP,0.8704631328582764,"96 1.082499e+06 +97 1.014958e+06 +98 1.010279e+06 +99 1.089030e+06 +100 1.001354e+06 +101 1.150519e+06 +102 1.185129e+06 +103 1.183818e+06 +104 1.267541e+06 +105 1.316178e+06 +106 1.382828e+06 +107 1.351048e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,MLP,0.8649454116821289,"96 -89925.366308 +97 18226.104002 +98 161421.462035 +99 4536.566092 +100 66500.766473 +101 99592.278282 +102 78705.478887 +103 98836.749013 +104 80463.013573 +105 97646.336631 +106 111076.213564 +107 -110955.733310 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,IPTU,MLP,0.9821901321411133,"90 21361.462630 +91 -20783.328271 +92 14598.326603 +93 30713.979897 +94 187.889789 +95 11327.332448 +96 19365.932794 +97 12542.630666 +98 14954.886383 +99 14832.174904 +100 16349.707929 +101 15408.795934 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ISS,XGBoost,1.4814953804016113,"96 19217.875000 +97 17746.673828 +98 18059.619141 +99 17798.433594 +100 17993.791016 +101 18088.302734 +102 17879.486328 +103 18752.824219 +104 17879.486328 +105 18066.039062 +106 17879.486328 +107 17879.486328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,ITBI,MLP,1.4918012619018555,"78 4445.033741 +79 5272.455355 +80 1483.208760 +81 2698.870875 +82 1877.304125 +83 2888.495489 +84 1962.246734 +85 4152.796788 +86 2998.873087 +87 4207.960803 +88 2780.423368 +89 5217.693866 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,XGBoost,0.7449584007263184,"96 418431.65625 +97 399078.87500 +98 398042.31250 +99 418954.12500 +100 361965.96875 +101 395649.68750 +102 388772.09375 +103 384759.96875 +104 390023.68750 +105 391565.34375 +106 412985.62500 +107 385045.84375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,MLP,0.8679511547088623,"90 2022.619419 +91 -23954.660378 +92 42067.138978 +93 25475.246507 +94 11416.321807 +95 28580.951604 +96 30918.923584 +97 33695.402938 +98 33046.440287 +99 35255.308992 +100 39200.980965 +101 -13579.017406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,IPTU,XGBoost,2.0334725379943848,"85 67847.703125 +86 76040.343750 +87 75574.664062 +88 24782.652344 +89 23185.902344 +90 19209.615234 +91 29577.892578 +92 20470.005859 +93 27825.074219 +94 17032.685547 +95 18102.074219 +96 29547.417969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ISS,XGBoost,1.8657784461975098,"88 39719.761719 +89 39692.691406 +90 39719.761719 +91 42268.414062 +92 40850.214844 +93 37763.214844 +94 35519.980469 +95 40850.214844 +96 34879.390625 +97 41686.539062 +98 35498.902344 +99 41683.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,ITBI,MLP,0.8822872638702393,"87 85551.653029 +88 79314.025973 +89 122883.955726 +90 152490.811130 +91 106474.159859 +92 125234.366663 +93 159263.554728 +94 157831.154614 +95 149170.579839 +96 162502.198318 +97 129688.701686 +98 117294.375755 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,MLP,0.7527179718017578,"88 1.092536e+06 +89 1.028360e+06 +90 1.027179e+06 +91 1.109825e+06 +92 1.024791e+06 +93 1.176041e+06 +94 1.214425e+06 +95 1.214849e+06 +96 1.300279e+06 +97 1.350040e+06 +98 1.415942e+06 +99 1.386706e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,MLP,0.9464037418365479,"88 -14950.300845 +89 53152.211524 +90 98490.081794 +91 22659.828859 +92 58896.778311 +93 94123.287318 +94 99767.664259 +95 103323.167252 +96 102275.777283 +97 111942.561428 +98 123455.049554 +99 9412.746807 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,IPTU,XGBoost,0.7764608860015869,"79 59770.710938 +80 63424.058594 +81 70111.164062 +82 75996.671875 +83 74622.492188 +84 69364.976562 +85 68750.921875 +86 73859.859375 +87 75020.382812 +88 74099.000000 +89 73980.851562 +90 73980.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ISS,MLP,0.75815749168396,"88 85256.910453 +89 60405.879976 +90 83389.562121 +91 94265.784116 +92 77089.281995 +93 81905.690531 +94 57727.618564 +95 73903.135304 +96 72980.409032 +97 -5397.293946 +98 31091.644838 +99 57379.239310 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,ITBI,XGBoost,0.908245325088501,"88 17123.214844 +89 13922.952148 +90 17908.910156 +91 18673.748047 +92 8306.012695 +93 7867.004395 +94 7274.158203 +95 8202.541992 +96 12488.408203 +97 7348.002441 +98 5658.000000 +99 13018.643555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,MLP,0.7356653213500977,"88 708699.534733 +89 680774.774605 +90 674378.266230 +91 805433.825625 +92 767998.833859 +93 735792.861392 +94 831268.025588 +95 911848.538895 +96 904162.770644 +97 956318.182363 +98 949339.613533 +99 973324.142492 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,MLP,0.9397976398468018,"80 175011.262815 +81 105017.657229 +82 -15646.716130 +83 67372.399402 +84 213676.221750 +85 28800.040541 +86 109864.099489 +87 168987.867016 +88 170522.706939 +89 180954.922447 +90 173705.264243 +91 -39580.776211 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,1.1889891624450684,"93 84433.484375 +94 34521.250000 +95 46640.609375 +96 24684.658203 +97 28293.558594 +98 31420.138672 +99 39867.433594 +100 39908.886719 +101 40772.679688 +102 40066.097656 +103 43122.660156 +104 33571.027344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ISS,MLP,0.828981876373291,"96 57230.864328 +97 78873.935246 +98 71843.930238 +99 71628.001528 +100 79150.902393 +101 75856.097312 +102 74168.237102 +103 64818.158499 +104 64475.848421 +105 65171.955155 +106 55631.591533 +107 49801.434338 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,ITBI,MLP,1.5236871242523193,"96 24755.557372 +97 38745.690162 +98 22745.438838 +99 39737.340135 +100 39410.347615 +101 42420.948806 +102 41467.891765 +103 24472.127289 +104 14524.445557 +105 37763.383110 +106 32612.733754 +107 26963.570523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,MLP,0.7607824802398682,"96 9.386309e+05 +97 8.793836e+05 +98 8.794525e+05 +99 9.602340e+05 +100 8.910223e+05 +101 1.026020e+06 +102 1.065097e+06 +103 1.066341e+06 +104 1.147914e+06 +105 1.199372e+06 +106 1.263704e+06 +107 1.248039e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,XGBoost,0.9107334613800049,"96 217719.062500 +97 236187.078125 +98 220662.187500 +99 223670.625000 +100 223546.781250 +101 274762.093750 +102 309505.062500 +103 264080.343750 +104 264080.343750 +105 264080.343750 +106 264080.343750 +107 237062.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,IPTU,MLP,0.8571581840515137,"91 48415.615661 +92 25448.816946 +93 -56187.407828 +94 57852.029686 +95 53090.735752 +96 -12233.355658 +97 27307.063589 +98 35005.205342 +99 30285.078133 +100 27483.926876 +101 22615.650050 +102 34137.806666 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ISS,XGBoost,0.7410283088684082,"96 25132.531250 +97 21154.208984 +98 20416.109375 +99 19386.441406 +100 21115.388672 +101 20522.228516 +102 21055.826172 +103 20668.423828 +104 20931.128906 +105 21565.167969 +106 20548.755859 +107 17462.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,ITBI,XGBoost,2.59104585647583,"92 5675.482422 +93 10687.248047 +94 4360.528320 +95 5524.013672 +96 7048.120117 +97 4785.978516 +98 7818.137207 +99 5756.900391 +100 6019.711426 +101 10730.816406 +102 9039.703125 +103 5234.308105 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,MLP,1.8697659969329834,"96 476951.038081 +97 485822.420934 +98 484975.721158 +99 516021.899613 +100 478782.018218 +101 547758.461699 +102 566418.616946 +103 609870.520780 +104 573731.038981 +105 632317.692376 +106 671575.886762 +107 647380.554420 +Name: Valor, dtype: float64" +Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,XGBoost,1.566999912261963,"89 79597.585938 +90 79597.585938 +91 84512.960938 +92 109950.070312 +93 81714.937500 +94 109724.476562 +95 109724.476562 +96 109724.476562 +97 109724.476562 +98 109724.476562 +99 109724.476562 +100 83954.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,IPTU,MLP,1.2960474491119385,"88 114464.162146 +89 59447.301396 +90 -6828.096130 +91 -37099.903070 +92 150200.125084 +93 77888.999198 +94 -22019.856640 +95 95424.098716 +96 93141.552398 +97 42557.848536 +98 73838.340461 +99 77512.081848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ISS,MLP,0.9999525547027588,"88 452986.272437 +89 352924.828459 +90 286377.082894 +91 352146.432150 +92 329016.061034 +93 336380.601569 +94 494783.404396 +95 209321.164724 +96 377547.232586 +97 453048.291557 +98 513214.643403 +99 495506.653899 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,ITBI,XGBoost,0.8737711906433105,"88 11672.492188 +89 22007.906250 +90 23313.076172 +91 23233.009766 +92 16876.011719 +93 15970.192383 +94 23143.365234 +95 16298.498047 +96 13334.681641 +97 17138.283203 +98 18663.027344 +99 17427.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,MLP,0.8450281620025635,"88 737328.700805 +89 673592.205784 +90 686617.209948 +91 745826.332888 +92 686742.883159 +93 792173.344809 +94 817139.654235 +95 817896.936091 +96 879511.930403 +97 917579.258589 +98 963980.872967 +99 946923.616138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,XGBoost,0.8334383964538574,"81 111607.046875 +82 151011.328125 +83 141470.515625 +84 141470.515625 +85 111471.460938 +86 141192.109375 +87 141255.171875 +88 223878.515625 +89 235363.046875 +90 235363.046875 +91 235363.046875 +92 200140.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,IPTU,XGBoost,1.0375306606292725,"93 38220.636719 +94 40117.640625 +95 34836.648438 +96 22531.484375 +97 11685.013672 +98 16274.455078 +99 16843.066406 +100 16856.474609 +101 20041.708984 +102 19328.937500 +103 13999.404297 +104 20041.708984 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ISS,XGBoost,0.7593097686767578,"96 43501.035156 +97 42864.230469 +98 42849.777344 +99 36611.078125 +100 44074.339844 +101 44561.089844 +102 37267.972656 +103 37267.972656 +104 45195.929688 +105 37252.050781 +106 45195.929688 +107 37267.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,ITBI,MLP,1.2230277061462402,"96 32555.114970 +97 23131.394535 +98 20396.600652 +99 20351.550228 +100 22529.353663 +101 31800.747355 +102 33993.983831 +103 25473.783650 +104 24752.775637 +105 35535.012927 +106 37374.329250 +107 42120.873686 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,XGBoost,2.114133596420288,"96 423661.28125 +97 447996.25000 +98 426588.53125 +99 424051.68750 +100 402765.71875 +101 432427.59375 +102 421790.81250 +103 490257.59375 +104 432786.31250 +105 436951.62500 +106 445537.37500 +107 404383.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,MLP,2.4015538692474365,"96 -70682.190532 +97 24053.164310 +98 219883.331983 +99 4414.946577 +100 89721.939663 +101 167615.032979 +102 84296.434791 +103 63563.135119 +104 163407.704012 +105 144403.691256 +106 114467.471004 +107 -114891.710130 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,IPTU,HWES,2.1770992279052734,"96 10988.010742 +97 12221.003906 +98 11615.525391 +99 8369.513672 +100 10226.943359 +101 7343.571289 +102 9474.916992 +103 9762.219727 +104 9691.506836 +105 9865.297852 +106 10111.189453 +107 11704.831055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ISS,MLP,0.8582875728607178,"96 9754.298596 +97 11473.936389 +98 16879.225292 +99 20917.593731 +100 25800.954267 +101 19496.149690 +102 24460.213399 +103 25353.467648 +104 27824.057109 +105 30510.319715 +106 25146.895805 +107 31439.777179 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,ITBI,MLP,1.491945505142212,"96 23624.510254 +97 20907.499346 +98 19986.008282 +99 22453.750013 +100 13476.596946 +101 8755.983984 +102 21807.309008 +103 13121.571048 +104 15236.304773 +105 10532.966908 +106 21699.157005 +107 19593.213638 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,MLP,0.961585283279419,"96 315261.702418 +97 291317.535075 +98 289320.567586 +99 306826.269517 +100 320145.219936 +101 325382.384375 +102 329977.494731 +103 356170.043437 +104 352065.615634 +105 366344.098038 +106 384115.380692 +107 363697.261362 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,MLP,0.9684679508209229,"96 29078.147136 +97 30536.056213 +98 46560.764495 +99 30806.328678 +100 -12523.549153 +101 52835.049474 +102 61584.773758 +103 18142.216690 +104 54718.736331 +105 58526.154626 +106 61757.369348 +107 14246.965523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,AR,1.7217307090759277,"96 193695.250000 +97 106839.867188 +98 64373.097656 +99 103043.453125 +100 182222.546875 +101 200037.312500 +102 201603.515625 +103 201098.843750 +104 201098.843750 +105 200887.640625 +106 217583.250000 +107 106642.507812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ISS,MLP,0.8980228900909424,"96 75769.981090 +97 79697.481881 +98 73493.979666 +99 76217.994419 +100 78239.790800 +101 75910.308393 +102 69431.914098 +103 74726.672994 +104 72073.685786 +105 77414.360048 +106 80148.539453 +107 72891.013293 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,XGBoost,1.5877623558044434,"96 50160.351562 +97 49266.144531 +98 40755.046875 +99 40298.925781 +100 50112.335938 +101 49832.890625 +102 51788.972656 +103 45220.074219 +104 53341.480469 +105 50846.414062 +106 43757.003906 +107 53433.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,XGBoost,1.4442334175109863,"96 778934.6875 +97 768982.1250 +98 767969.6250 +99 799700.0625 +100 744560.5000 +101 754203.2500 +102 771728.3750 +103 764153.6875 +104 770554.3125 +105 778073.0625 +106 814486.4375 +107 768846.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,XGBoost,1.3529486656188965,"96 240140.203125 +97 336121.437500 +98 237867.109375 +99 237845.531250 +100 237845.531250 +101 358260.656250 +102 445767.406250 +103 445767.406250 +104 446370.531250 +105 446370.531250 +106 518352.531250 +107 407209.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,IPTU,XGBoost,1.2941279411315918,"86 4927.358398 +87 5372.540527 +88 5417.200684 +89 4129.403809 +90 4059.051514 +91 4146.017578 +92 4967.569336 +93 5351.944824 +94 5351.944824 +95 5351.944824 +96 5334.922363 +97 6719.767578 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ISS,XGBoost,1.228686809539795,"92 3429.286133 +93 3086.801270 +94 4416.094238 +95 3111.101074 +96 4958.937988 +97 2052.066162 +98 4418.312988 +99 3334.475586 +100 3437.730469 +101 3335.630615 +102 3205.866211 +103 2267.962402 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,ITBI,XGBoost,1.4592139720916748,"88 38839.765625 +89 21863.154297 +90 30519.779297 +91 37640.296875 +92 37640.296875 +93 35159.214844 +94 35159.214844 +95 44762.042969 +96 37041.308594 +97 44762.042969 +98 44762.042969 +99 37041.308594 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,MLP,0.7920582294464111,"92 419492.931453 +93 411165.187481 +94 408824.850320 +95 443558.618071 +96 408601.736527 +97 468506.084898 +98 487665.917243 +99 524253.135883 +100 454790.065983 +101 539957.379738 +102 574350.970009 +103 555792.542182 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,MLP,1.434483528137207,"90 -899.105272 +91 13236.832390 +92 33725.455623 +93 5158.492835 +94 17544.240945 +95 26978.628608 +96 18932.195508 +97 32392.641295 +98 34444.274790 +99 30498.103817 +100 38529.550325 +101 -2227.529317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,IPTU,MLP,1.0444691181182861,"84 46034.426540 +85 35963.139892 +86 18472.461964 +87 30696.547281 +88 7597.649348 +89 -27062.682331 +90 57086.891723 +91 46845.681865 +92 11613.779655 +93 29782.402071 +94 38288.416343 +95 41246.381665 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ISS,MLP,2.144857168197632,"96 24765.514420 +97 14584.105100 +98 19756.009981 +99 20076.912537 +100 20084.140247 +101 22467.446308 +102 20635.076116 +103 22886.803083 +104 24932.297874 +105 24741.053899 +106 24343.761128 +107 19407.524046 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,ITBI,MLP,3.1837658882141113,"94 13210.629774 +95 16702.089752 +96 12276.675338 +97 15036.059968 +98 12964.272727 +99 3789.546365 +100 10988.413221 +101 15984.418220 +102 8021.349309 +103 14963.537918 +104 17492.854148 +105 17372.433836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,MLP,1.9267277717590332,"96 387592.308953 +97 363315.690154 +98 361780.223286 +99 389615.839557 +100 357880.282843 +101 410851.170357 +102 422955.087601 +103 421704.159341 +104 450922.037849 +105 467276.136215 +106 489381.997406 +107 477169.722271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,MLP,1.1443414688110352,"95 -22566.775479 +96 9822.732956 +97 44963.014660 +98 1649.430785 +99 38373.668481 +100 41743.049468 +101 34280.522848 +102 54103.045013 +103 46476.853127 +104 46653.702619 +105 57682.808427 +106 -62927.951250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,XGBoost,1.2757556438446045,"96 122815.210938 +97 155108.656250 +98 145625.609375 +99 176007.609375 +100 232331.921875 +101 176489.437500 +102 176362.375000 +103 181128.796875 +104 237441.312500 +105 237441.312500 +106 237441.312500 +107 237441.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ISS,MLP,1.0015349388122559,"96 97730.773645 +97 101796.843241 +98 105895.980622 +99 98625.323083 +100 102765.062429 +101 101257.135090 +102 89777.384196 +103 100412.784836 +104 88777.912015 +105 98022.888236 +106 101601.025708 +107 84609.826906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,MLP,0.7976400852203369,"96 30307.335105 +97 46868.590299 +98 28541.709576 +99 35351.636173 +100 47808.211063 +101 31014.818360 +102 44594.717043 +103 44493.011913 +104 47223.718603 +105 49594.349795 +106 56553.528532 +107 50438.271212 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,XGBoost,0.9170365333557129,"96 676436.4375 +97 631463.8125 +98 614122.5000 +99 631608.6250 +100 600675.8750 +101 605586.5000 +102 653323.8750 +103 633960.5000 +104 631463.8125 +105 631463.8125 +106 632137.1250 +107 614267.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,MLP,0.9422006607055664,"96 -137491.351173 +97 -3361.594323 +98 430477.944290 +99 -39076.921036 +100 97099.703939 +101 300848.748168 +102 126807.504806 +103 175996.943914 +104 199222.843344 +105 191821.378061 +106 224992.543136 +107 -233078.229112 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,IPTU,AR,1.022432804107666,"96 12527.047852 +97 17184.738281 +98 12225.536133 +99 12206.840820 +100 5415.993164 +101 6933.576172 +102 6052.413086 +103 5537.775879 +104 11394.695312 +105 10651.888672 +106 6222.389648 +107 7216.944824 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ISS,XGBoost,3.048272132873535,"96 23078.189453 +97 22249.734375 +98 20720.019531 +99 22127.162109 +100 19558.880859 +101 21602.236328 +102 19416.515625 +103 22124.609375 +104 22303.232422 +105 22855.521484 +106 22870.218750 +107 20125.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,ITBI,MLP,1.9901268482208252,"96 52988.346441 +97 45443.229537 +98 43965.193754 +99 28392.541452 +100 44030.779370 +101 28207.315699 +102 35052.073618 +103 39849.329583 +104 44934.055292 +105 34006.060146 +106 48041.192869 +107 40492.871456 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,MLP,1.4163463115692139,"96 527299.815067 +97 532265.896530 +98 504810.778543 +99 551721.918163 +100 531127.885978 +101 604914.498632 +102 628662.279112 +103 632230.299341 +104 678489.344979 +105 880118.799204 +106 789713.001235 +107 780913.849960 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,MLP,1.9699459075927734,"96 -45123.770209 +97 26681.584157 +98 135226.174628 +99 10051.562290 +100 85970.221755 +101 111866.734100 +102 91450.058140 +103 124432.473930 +104 122297.351809 +105 123287.630629 +106 137852.137710 +107 -91018.640228 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,IPTU,MLP,0.7540414333343506,"89 238933.164686 +90 153755.273522 +91 -105179.519243 +92 174614.369779 +93 193463.861205 +94 116894.240715 +95 138439.725305 +96 125904.285400 +97 187305.888517 +98 197582.222798 +99 173670.949831 +100 192809.468354 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ISS,MLP,0.8289337158203125,"96 186127.875234 +97 231492.020097 +98 223816.322321 +99 222953.753551 +100 280835.119940 +101 148916.069197 +102 233200.550038 +103 260229.586711 +104 243204.427988 +105 269976.672907 +106 279389.897702 +107 126484.054489 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,ITBI,MLP,1.0422439575195312,"96 492487.461318 +97 323071.611544 +98 96996.739808 +99 222902.978489 +100 464363.755324 +101 217418.627720 +102 256318.260015 +103 425548.993880 +104 244192.703548 +105 391716.713605 +106 393718.555644 +107 315570.561292 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,XGBoost,0.9814720153808594,"96 1408067.750 +97 1375302.375 +98 1338448.875 +99 1361872.375 +100 1197193.250 +101 1314338.625 +102 1307975.250 +103 1283204.625 +104 1273423.875 +105 1274378.250 +106 1406627.000 +107 1275810.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,XGBoost,1.2385342121124268,"96 257840.859375 +97 312880.437500 +98 337948.062500 +99 337948.062500 +100 367861.906250 +101 374799.875000 +102 374913.062500 +103 374913.062500 +104 374913.062500 +105 374913.062500 +106 374879.843750 +107 367975.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,IPTU,XGBoost,1.274571180343628,"94 34023.902344 +95 44730.242188 +96 48558.902344 +97 16232.657227 +98 21450.806641 +99 24369.503906 +100 28652.621094 +101 28599.625000 +102 35294.703125 +103 33315.796875 +104 33315.796875 +105 34069.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ISS,MLP,2.4384052753448486,"96 59492.490566 +97 70168.498030 +98 71726.638337 +99 69953.221892 +100 72702.684072 +101 75337.298692 +102 72635.702261 +103 71589.213355 +104 66959.525338 +105 69249.845661 +106 73593.736642 +107 67010.034738 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,ITBI,XGBoost,2.079041004180908,"96 103323.632812 +97 113053.406250 +98 88168.453125 +99 104906.390625 +100 127956.687500 +101 184243.968750 +102 184198.812500 +103 96968.921875 +104 100097.625000 +105 114845.343750 +106 187783.093750 +107 183223.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,MLP,0.8742752075195312,"96 1.243526e+06 +97 1.158690e+06 +98 1.167177e+06 +99 1.247285e+06 +100 1.155459e+06 +101 1.327608e+06 +102 1.363225e+06 +103 1.363472e+06 +104 1.458917e+06 +105 1.513550e+06 +106 1.626219e+06 +107 1.522124e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,MLP,0.9248008728027344,"96 -10069.709862 +97 93700.064089 +98 146237.362150 +99 27116.424018 +100 81447.092572 +101 138345.071476 +102 136151.889101 +103 145532.002640 +104 144553.142920 +105 157564.475507 +106 126709.595691 +107 24924.899389 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,MLP,1.1613879203796387,"83 32831.582849 +84 3172.836071 +85 -3690.818437 +86 37019.330654 +87 -40183.269587 +88 33429.698627 +89 46560.368113 +90 -48851.185410 +91 35824.419064 +92 49134.024017 +93 -42145.205482 +94 31817.714159 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,XGBoost,1.174513816833496,"96 23463.208984 +97 15489.512695 +98 22020.044922 +99 17656.705078 +100 19928.974609 +101 22245.818359 +102 21800.554688 +103 19633.183594 +104 24457.158203 +105 22014.500000 +106 25487.121094 +107 21778.871094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,XGBoost,0.9665277004241943,"86 20906.093750 +87 25647.398438 +88 31608.585938 +89 23916.572266 +90 29525.269531 +91 35005.433594 +92 16516.242188 +93 31890.580078 +94 24432.935547 +95 18910.341797 +96 24273.947266 +97 33906.820312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,MLP,0.8492722511291504,"96 1.350046e+06 +97 1.262262e+06 +98 1.254518e+06 +99 1.352522e+06 +100 1.240142e+06 +101 1.422498e+06 +102 1.463915e+06 +103 1.457303e+06 +104 1.553961e+06 +105 1.611643e+06 +106 1.686271e+06 +107 1.639078e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,XGBoost,1.0660436153411865,"92 80411.367188 +93 82458.171875 +94 92759.039062 +95 96372.359375 +96 96330.046875 +97 100621.953125 +98 113607.937500 +99 114950.234375 +100 115511.359375 +101 116853.648438 +102 116853.648438 +103 115068.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,IPTU,MLP,1.0350184440612793,"73 21992.548125 +74 17856.937705 +75 11318.700363 +76 18242.679705 +77 -24979.233092 +78 34664.695232 +79 35064.827508 +80 -1709.371226 +81 16256.266361 +82 26630.272092 +83 23487.989988 +84 15471.501021 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ISS,MLP,3.2462856769561768,"88 35997.594988 +89 59033.673644 +90 48702.074290 +91 48039.658877 +92 64292.572064 +93 65625.089388 +94 22785.100617 +95 35492.340120 +96 27385.626527 +97 29795.932474 +98 50399.790992 +99 6501.287580 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,ITBI,MLP,1.616767168045044,"75 43506.313211 +76 47141.527108 +77 22423.312923 +78 39441.197018 +79 22447.782665 +80 48319.822982 +81 57306.088107 +82 36782.644606 +83 49888.012603 +84 59337.633013 +85 52554.367324 +86 54203.000527 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,MLP,2.553554058074951,"88 414051.306603 +89 388828.244356 +90 388527.371292 +91 421880.622579 +92 390252.372026 +93 448563.108538 +94 464319.644778 +95 464756.326067 +96 498965.293191 +97 519748.947560 +98 546730.409099 +99 537418.933989 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,MLP,1.243103265762329,"84 -21342.138729 +85 13802.527184 +86 74216.146047 +87 21122.540968 +88 26435.151352 +89 45483.776756 +90 57038.954578 +91 57642.248983 +92 47842.092702 +93 55307.084927 +94 62902.512043 +95 -39723.122457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,IPTU,XGBoost,0.9201149940490723,"86 132239.343750 +87 172271.656250 +88 192822.609375 +89 190954.687500 +90 190954.687500 +91 138836.343750 +92 138491.812500 +93 137333.937500 +94 137333.937500 +95 137333.937500 +96 137333.937500 +97 137333.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ISS,MLP,0.9060869216918945,"96 114952.158709 +97 126127.038197 +98 132153.075846 +99 132578.281287 +100 133292.319146 +101 132595.821785 +102 137493.991326 +103 136532.318760 +104 133895.578148 +105 134399.515126 +106 133493.063359 +107 123697.654319 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,ITBI,XGBoost,0.9793643951416016,"96 53145.789062 +97 44881.578125 +98 49041.011719 +99 49008.960938 +100 45997.281250 +101 55627.511719 +102 52906.964844 +103 36785.027344 +104 33624.628906 +105 39033.359375 +106 33484.285156 +107 49165.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,MLP,0.9933130741119385,"96 1.283017e+06 +97 1.193994e+06 +98 1.187282e+06 +99 1.288690e+06 +100 1.183540e+06 +101 1.361371e+06 +102 1.402989e+06 +103 1.395272e+06 +104 1.496182e+06 +105 1.553069e+06 +106 1.629168e+06 +107 1.588295e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,MLP,1.0374932289123535,"96 -103680.326015 +97 167064.603966 +98 578233.778046 +99 66251.236949 +100 298921.481483 +101 476961.314753 +102 339261.619472 +103 395772.460624 +104 456099.906421 +105 434447.009962 +106 489481.409685 +107 -102587.307744 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,XGBoost,0.8996477127075195,"73 6092.800293 +74 2099.058838 +75 1998.380371 +76 2492.291992 +77 11147.657227 +78 2042.377441 +79 2083.003662 +80 1978.868530 +81 1978.868530 +82 1989.562988 +83 2036.361694 +84 2435.299561 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ISS,MLP,0.919666051864624,"96 13510.241029 +97 37325.873077 +98 34219.238951 +99 25277.890002 +100 31805.968010 +101 39475.679483 +102 31615.308562 +103 34836.105590 +104 40331.825292 +105 39019.130189 +106 45644.646748 +107 31279.204051 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,MLP,3.0188894271850586,"79 2608.046992 +80 3359.147700 +81 5935.273914 +82 7012.382055 +83 7002.226139 +84 6118.948040 +85 10059.482144 +86 9137.945112 +87 8652.442755 +88 9641.917753 +89 9461.766364 +90 12937.913610 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,XGBoost,2.296741247177124,"96 410915.25000 +97 387829.46875 +98 390579.71875 +99 391509.18750 +100 386137.28125 +101 387706.84375 +102 387870.09375 +103 387664.28125 +104 402940.34375 +105 402940.34375 +106 411601.78125 +107 387020.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,MLP,1.2833480834960938,"89 -16418.407301 +90 2715.938291 +91 59030.623431 +92 6675.587315 +93 27429.662921 +94 34863.986611 +95 27180.077906 +96 39864.502643 +97 30457.137285 +98 33409.991542 +99 40093.838450 +100 -36892.364028 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,IPTU,MLP,0.9796760082244873,"95 345889.389863 +96 -348866.444147 +97 579908.526657 +98 664732.054323 +99 58204.373704 +100 392751.584588 +101 507967.728150 +102 387892.748474 +103 429520.564164 +104 456907.481112 +105 446992.202062 +106 392614.196536 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ISS,MLP,1.1031787395477295,"96 7.277372e+05 +97 9.967137e+05 +98 1.093492e+06 +99 9.938531e+05 +100 1.178784e+06 +101 1.225195e+06 +102 1.267975e+06 +103 1.154370e+06 +104 1.292930e+06 +105 1.385778e+06 +106 1.396034e+06 +107 8.480226e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,ITBI,MLP,0.7926654815673828,"96 212347.190509 +97 255485.424642 +98 99509.868005 +99 213869.066550 +100 170649.310436 +101 231514.825954 +102 284380.153920 +103 243038.480137 +104 326947.229155 +105 259429.034745 +106 309428.056040 +107 354352.288511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,MLP,1.0509607791900635,"96 2.282004e+06 +97 2.119835e+06 +98 2.105206e+06 +99 2.269286e+06 +100 2.062241e+06 +101 2.363536e+06 +102 2.408176e+06 +103 2.412540e+06 +104 2.565521e+06 +105 2.644988e+06 +106 2.770222e+06 +107 2.679278e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,MLP,1.09615159034729,"96 -2.665119e+05 +97 2.718541e+05 +98 1.381414e+06 +99 2.231638e+02 +100 4.511238e+05 +101 1.610325e+06 +102 2.827979e+05 +103 7.052433e+05 +104 1.725070e+06 +105 5.826107e+05 +106 9.840485e+05 +107 9.761464e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,IPTU,SARIMAX,0.998643159866333,"93 115279.039062 +94 163771.625000 +95 155746.187500 +96 116999.398438 +97 116999.398438 +98 79034.695312 +99 78339.703125 +100 90870.835938 +101 91297.718750 +102 99191.046875 +103 98764.171875 +104 116669.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ISS,MLP,1.5614826679229736,"96 235911.723134 +97 266347.059963 +98 225057.299107 +99 324108.940984 +100 205854.358448 +101 327720.561009 +102 249929.828403 +103 233499.871140 +104 348261.135435 +105 264159.974604 +106 375524.497115 +107 290656.432884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,ITBI,XGBoost,0.8192756175994873,"95 27765.498047 +96 26622.583984 +97 9998.945312 +98 26727.697266 +99 25456.011719 +100 16186.127930 +101 23717.763672 +102 17674.437500 +103 22406.050781 +104 18717.458984 +105 25561.687500 +106 26628.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,MLP,0.7581984996795654,"96 732937.523494 +97 682161.429086 +98 679039.097800 +99 736578.251340 +100 676116.906312 +101 778277.788265 +102 802801.168531 +103 797925.704599 +104 856879.908766 +105 891019.036582 +106 935059.784463 +107 914523.911349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,MLP,0.9371635913848877,"96 21766.789814 +97 177713.977213 +98 324735.316122 +99 40442.857246 +100 220595.748661 +101 406248.669476 +102 345563.451852 +103 377435.269140 +104 414128.923769 +105 423530.242971 +106 475456.284044 +107 -35286.968032 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,IPTU,XGBoost,1.5767443180084229,"89 9210.648438 +90 11929.558594 +91 11941.247070 +92 10146.580078 +93 7236.667969 +94 5568.680176 +95 7425.158203 +96 8518.330078 +97 9059.607422 +98 8670.165039 +99 7125.773926 +100 8929.644531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ISS,MLP,0.8524301052093506,"96 32094.196171 +97 37200.945163 +98 40974.283678 +99 32393.358887 +100 35994.764214 +101 38796.839615 +102 38571.317907 +103 34929.023815 +104 32307.491953 +105 27578.177934 +106 29071.806549 +107 17409.109864 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,ITBI,SES,1.0015745162963867,"75 5244.142090 +76 7831.215820 +77 8133.434570 +78 8063.985352 +79 4738.232910 +80 4359.323242 +81 8282.472656 +82 3936.652344 +83 6492.789062 +84 4037.851318 +85 7189.561035 +86 5753.764648 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,MLP,1.7229728698730469,"96 420272.422422 +97 370599.876517 +98 354042.987933 +99 400243.647568 +100 368284.643572 +101 427041.239015 +102 434006.751725 +103 422217.379097 +104 455641.234479 +105 468352.246617 +106 486924.814292 +107 467691.452343 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,XGBoost,1.9864375591278076,"96 86937.343750 +97 87893.781250 +98 86333.445312 +99 85909.250000 +100 100480.226562 +101 108784.054688 +102 108784.054688 +103 108784.054688 +104 108784.054688 +105 108784.054688 +106 108797.898438 +107 108784.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,IPTU,MLP,2.9749879837036133,"96 39310.656101 +97 25688.703921 +98 1647.390795 +99 -32270.382718 +100 43635.969789 +101 47136.573160 +102 10164.667094 +103 20288.175079 +104 30142.190642 +105 29958.255393 +106 31770.138511 +107 23283.640165 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ISS,MLP,1.582625389099121,"96 28368.628301 +97 14888.375198 +98 33985.996769 +99 30268.889877 +100 35196.894819 +101 24207.811704 +102 25532.540540 +103 -4664.759073 +104 21715.183534 +105 47794.433038 +106 29862.203088 +107 -48750.784830 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,ITBI,XGBoost,0.8835792541503906,"95 3455.193115 +96 10822.098633 +97 22869.214844 +98 2194.116699 +99 21850.947266 +100 2438.298584 +101 12221.889648 +102 2537.977295 +103 14412.038086 +104 10464.053711 +105 2121.669434 +106 8654.170898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,MLP,0.8643515110015869,"96 588532.523021 +97 547650.569176 +98 546262.789048 +99 584701.310769 +100 536829.363978 +101 614924.611286 +102 629302.587094 +103 625734.998219 +104 668335.345265 +105 690969.530769 +106 723281.114265 +107 682551.172302 +Name: Valor, dtype: float64" +Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,MLP,1.0622713565826416,"93 69426.994285 +94 44026.550447 +95 3100.904773 +96 3292.072526 +97 40402.772732 +98 25017.518846 +99 13830.395855 +100 52698.617648 +101 62231.283083 +102 59514.463413 +103 59008.040539 +104 -10696.520270 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,IPTU,MLP,0.8062169551849365,"77 125128.247805 +78 65584.815969 +79 15628.461859 +80 98624.315762 +81 91207.581706 +82 -36556.317018 +83 -31635.960573 +84 188886.947641 +85 69865.257070 +86 -22795.187997 +87 115670.474492 +88 110089.116218 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ISS,MLP,0.9507873058319092,"96 47847.794202 +97 50774.676031 +98 60602.486253 +99 55555.785038 +100 54267.310924 +101 55473.756338 +102 59872.214156 +103 72958.629556 +104 50082.875997 +105 60400.231695 +106 63396.610125 +107 61219.875627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,ITBI,XGBoost,0.7609953880310059,"81 7263.150879 +82 7248.758301 +83 17763.240234 +84 13443.893555 +85 13716.942383 +86 9247.056641 +87 18156.154297 +88 15939.692383 +89 12195.750000 +90 13204.406250 +91 28835.292969 +92 8119.568848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,MLP,1.7576935291290283,"96 644742.379057 +97 607716.279915 +98 575794.522438 +99 647771.617740 +100 591514.977837 +101 689410.018157 +102 702483.694309 +103 684205.064272 +104 752562.425721 +105 783681.395383 +106 774153.289081 +107 777242.577263 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,MLP,1.8374500274658203,"96 -63265.200180 +97 43249.188665 +98 269060.611081 +99 1304.922150 +100 74327.981773 +101 257690.029613 +102 60769.726976 +103 123968.636338 +104 237394.223745 +105 108505.453455 +106 165697.480856 +107 69809.077277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,IPTU,HWES,1.95815110206604,"96 19327.267578 +97 12640.345703 +98 12004.819336 +99 4647.726074 +100 16951.939453 +101 6774.661621 +102 7094.105957 +103 6734.666504 +104 6516.821289 +105 6697.900391 +106 7942.203613 +107 7456.974609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ISS,XGBoost,1.8917384147644043,"96 16673.822266 +97 16673.822266 +98 14895.125977 +99 17308.666016 +100 17149.496094 +101 17361.228516 +102 17149.496094 +103 16610.785156 +104 16610.785156 +105 16610.785156 +106 16610.785156 +107 17149.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,ITBI,MLP,0.8733432292938232,"96 29318.445828 +97 18038.134047 +98 30428.960329 +99 30176.375224 +100 35318.831987 +101 21843.967697 +102 13392.842547 +103 28401.242584 +104 34511.769856 +105 39166.054224 +106 30220.469987 +107 22419.868893 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,MLP,0.9130222797393799,"96 750752.322979 +97 702334.699028 +98 698301.796870 +99 751408.252681 +100 688282.698093 +101 790210.369753 +102 812527.529247 +103 809781.557502 +104 866481.057299 +105 898335.724300 +106 942254.408793 +107 917369.381632 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,MLP,1.093902587890625,"96 -15376.823965 +97 17168.033151 +98 132178.475874 +99 -6950.916154 +100 18340.416103 +101 168033.312471 +102 5748.717756 +103 35741.092992 +104 187010.010874 +105 16941.260931 +106 56002.202640 +107 142366.111854 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,IPTU,MLP,1.4813530445098877,"85 12117.240037 +86 13576.354394 +87 10600.619070 +88 11938.153677 +89 12603.372006 +90 13516.464569 +91 14358.023024 +92 8878.337461 +93 -31.552451 +94 11331.057750 +95 12468.176175 +96 12274.071024 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ISS,MLP,1.67341947555542,"96 15902.607095 +97 21811.594863 +98 22670.220361 +99 21319.117342 +100 21544.502547 +101 24351.130768 +102 20180.377515 +103 18939.046201 +104 25689.514420 +105 26897.790656 +106 26126.600441 +107 26016.770687 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,ITBI,MLP,0.784949779510498,"94 46644.345099 +95 41254.227393 +96 44141.845049 +97 35986.506426 +98 18226.319714 +99 29195.745911 +100 55221.536230 +101 47026.437305 +102 54269.799901 +103 64954.428457 +104 61013.936550 +105 71114.625194 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,MLP,1.775923252105713,"96 631201.190373 +97 592749.222433 +98 591847.052210 +99 642335.723778 +100 594018.893882 +101 682558.708548 +102 705716.882636 +103 706415.819918 +104 757636.104143 +105 788271.577792 +106 828824.651425 +107 812978.876228 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,MLP,2.424893856048584,"96 -23118.677184 +97 6983.404657 +98 79182.780338 +99 14427.564763 +100 43205.025306 +101 64738.636730 +102 60202.546670 +103 65250.237474 +104 62203.743811 +105 71609.405265 +106 75507.702042 +107 -47239.833787 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,IPTU,MLP,3.6198904514312744,"96 769482.055994 +97 396698.033699 +98 -956595.533632 +99 986355.009472 +100 998356.471844 +101 -211098.498643 +102 437549.088790 +103 718690.413162 +104 470286.744936 +105 423758.753912 +106 462410.454629 +107 582389.111861 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ISS,XGBoost,2.064465284347534,"96 1540774.250 +97 1559842.250 +98 1386362.500 +99 1601216.750 +100 1606880.375 +101 1606880.375 +102 1759626.000 +103 1759626.000 +104 1759626.000 +105 1765388.625 +106 1738352.000 +107 1474289.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,ITBI,XGBoost,1.0217397212982178,"95 21116.876953 +96 100604.226562 +97 108152.242188 +98 10980.779297 +99 28117.412109 +100 20976.570312 +101 65002.964844 +102 53618.824219 +103 53296.667969 +104 62930.261719 +105 41507.796875 +106 68555.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,MLP,0.8703737258911133,"96 2.635984e+06 +97 2.482395e+06 +98 2.444169e+06 +99 2.591632e+06 +100 2.334930e+06 +101 2.664167e+06 +102 2.716494e+06 +103 2.685988e+06 +104 2.857353e+06 +105 2.947294e+06 +106 3.070436e+06 +107 2.974386e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,XGBoost,0.953646183013916,"96 206061.87500 +97 240752.56250 +98 257506.28125 +99 226619.43750 +100 226619.43750 +101 226619.43750 +102 227652.84375 +103 227652.84375 +104 227652.84375 +105 227652.84375 +106 227652.84375 +107 226619.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,IPTU,XGBoost,0.8561758995056152,"95 17875.761719 +96 18239.861328 +97 13632.282227 +98 29592.166016 +99 43657.214844 +100 44973.507812 +101 23916.140625 +102 23761.636719 +103 24033.023438 +104 24033.023438 +105 24033.023438 +106 42567.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ISS,MLP,1.043097734451294,"96 27690.880775 +97 26279.004981 +98 26833.026180 +99 27676.654750 +100 28050.602180 +101 21227.352057 +102 27755.690887 +103 28424.525058 +104 28259.959278 +105 28149.796533 +106 31100.580344 +107 29011.035857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,ITBI,XGBoost,1.1897079944610596,"94 15387.025391 +95 13037.622070 +96 11354.367188 +97 15782.748047 +98 15773.727539 +99 13036.689453 +100 11250.513672 +101 15773.727539 +102 11250.513672 +103 11250.513672 +104 11387.742188 +105 11384.364258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,XGBoost,0.9101860523223877,"96 869311.6250 +97 805373.9375 +98 806187.6250 +99 856927.0625 +100 715391.1875 +101 796452.7500 +102 824310.5625 +103 826617.4375 +104 822220.0625 +105 827379.8125 +106 861845.5625 +107 834204.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,XGBoost,1.5482676029205322,"96 60324.183594 +97 55383.718750 +98 40655.582031 +99 41562.488281 +100 41419.875000 +101 39768.445312 +102 42114.578125 +103 42331.281250 +104 56771.832031 +105 45922.281250 +106 43343.906250 +107 39886.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,1.8498263359069824,"87 13756.647461 +88 13869.514648 +89 21660.224609 +90 21534.427734 +91 24311.455078 +92 24792.652344 +93 22835.871094 +94 23594.859375 +95 23594.859375 +96 23594.859375 +97 23594.859375 +98 23603.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ISS,MLP,1.1953599452972412,"96 20528.184272 +97 16939.460516 +98 20762.248138 +99 20494.967488 +100 22913.094145 +101 19675.551167 +102 14527.056562 +103 20263.516108 +104 18190.196186 +105 19341.297152 +106 23350.536301 +107 20850.739607 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,ITBI,MLP,0.8854103088378906,"95 26092.499488 +96 8400.962044 +97 28798.563621 +98 26391.923010 +99 25212.056890 +100 30210.377763 +101 17674.564559 +102 26490.645995 +103 33104.186076 +104 24717.784907 +105 32113.749331 +106 21722.865826 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,XGBoost,1.0792486667633057,"96 429514.25000 +97 420317.81250 +98 378146.00000 +99 430218.34375 +100 372342.37500 +101 429494.71875 +102 436987.50000 +103 420889.12500 +104 437107.00000 +105 442699.78125 +106 443735.12500 +107 378191.90625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,XGBoost,3.9549453258514404,"96 57724.894531 +97 57724.894531 +98 57724.894531 +99 66697.546875 +100 66697.546875 +101 53550.531250 +102 61853.792969 +103 62510.808594 +104 62510.808594 +105 62510.808594 +106 62510.808594 +107 61416.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,IPTU,MLP,1.5010898113250732,"96 148899.439223 +97 105819.594359 +98 56408.969506 +99 116939.883911 +100 66018.654690 +101 -70621.731576 +102 144797.508701 +103 156539.008841 +104 35669.055792 +105 75815.442183 +106 122414.039840 +107 116536.092159 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ISS,MLP,0.7800619602203369,"96 156519.712867 +97 225556.297965 +98 250404.076429 +99 219703.433672 +100 251499.766466 +101 232257.385179 +102 215764.510182 +103 226601.677174 +104 250504.412577 +105 319792.041304 +106 286749.050526 +107 251911.236186 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,ITBI,MLP,0.9595379829406738,"96 144566.394319 +97 97317.862779 +98 59392.622900 +99 114978.910585 +100 -12540.659186 +101 128486.058821 +102 82568.213618 +103 7544.215086 +104 126668.062462 +105 103567.336997 +106 116234.457029 +107 78265.407166 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,MLP,0.7860672473907471,"96 8.987295e+05 +97 8.556564e+05 +98 8.573533e+05 +99 9.363737e+05 +100 8.745831e+05 +101 1.006314e+06 +102 1.047195e+06 +103 1.052678e+06 +104 1.133067e+06 +105 1.185163e+06 +106 1.250473e+06 +107 1.238368e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,MLP,0.8894040584564209,"96 -14806.566544 +97 32093.635566 +98 161971.001873 +99 6257.693351 +100 50004.330543 +101 134623.195819 +102 105715.951902 +103 121079.300453 +104 128303.109096 +105 132531.865716 +106 148790.547741 +107 -61112.229643 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,IPTU,SARIMAX,1.371622085571289,"93 31377.980469 +94 14721.641602 +95 14827.320312 +96 8120.750977 +97 10596.256836 +98 6772.320801 +99 7081.048828 +100 10736.608398 +101 7892.802246 +102 10878.501953 +103 8418.279297 +104 11910.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ISS,XGBoost,0.7492210865020752,"96 62101.996094 +97 62311.949219 +98 68768.453125 +99 60535.824219 +100 65812.390625 +101 55106.300781 +102 65812.390625 +103 66569.875000 +104 68464.828125 +105 66569.875000 +106 66569.875000 +107 58677.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,ITBI,MLP,0.7193982601165771,"96 34312.954354 +97 34705.028568 +98 39117.094966 +99 35062.534938 +100 25140.539130 +101 47444.262883 +102 37449.989024 +103 39334.971800 +104 32988.119020 +105 43298.928413 +106 48458.209300 +107 41055.113413 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,MLP,0.9180314540863037,"96 592241.306226 +97 543113.318176 +98 536772.325407 +99 585219.919990 +100 533108.351055 +101 613516.849972 +102 628841.038354 +103 618641.054301 +104 662223.057534 +105 682957.930358 +106 711548.884866 +107 685181.842292 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,XGBoost,0.8922276496887207,"95 115045.820312 +96 122608.046875 +97 102691.023438 +98 111415.156250 +99 114104.718750 +100 86430.054688 +101 85281.320312 +102 85281.320312 +103 83531.093750 +104 83531.093750 +105 150606.218750 +106 248905.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,IPTU,SARIMAX,1.5628454685211182,"86 2546.106934 +87 2514.213379 +88 3183.881104 +89 3003.814209 +90 2559.847900 +91 2682.451172 +92 2682.451172 +93 2508.517822 +94 2337.587158 +95 2442.833740 +96 2381.416992 +97 2427.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ISS,XGBoost,1.3938398361206055,"96 12046.683594 +97 11159.618164 +98 11151.080078 +99 11116.199219 +100 11157.055664 +101 11860.827148 +102 11860.827148 +103 13377.879883 +104 13706.063477 +105 10582.091797 +106 9742.179688 +107 9384.766602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,ITBI,XGBoost,0.869192361831665,"89 27793.728516 +90 49460.773438 +91 42002.652344 +92 40154.324219 +93 20743.232422 +94 39556.121094 +95 52601.605469 +96 22702.609375 +97 53124.410156 +98 27718.554688 +99 32481.396484 +100 32450.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,MLP,0.8292827606201172,"96 496207.713826 +97 467169.895396 +98 467518.966288 +99 511228.532932 +100 476656.732075 +101 548204.550142 +102 569108.770442 +103 571414.983171 +104 613965.434492 +105 640511.414022 +106 674761.954291 +107 665740.245847 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,MLP,0.8812386989593506,"96 -12765.359146 +97 17774.912234 +98 44071.130071 +99 10241.592353 +100 31018.951050 +101 28959.165541 +102 35732.489960 +103 41865.506840 +104 39068.629484 +105 45337.341820 +106 45874.205704 +107 -14620.985600 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,MLP,3.4079039096832275,"95 6482.091323 +96 5292.071937 +97 5776.492434 +98 10736.680425 +99 10938.502659 +100 7242.121093 +101 11861.469234 +102 13221.091897 +103 7062.373591 +104 13899.594208 +105 15296.499293 +106 14966.675844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,XGBoost,2.0606043338775635,"96 24128.154297 +97 22484.693359 +98 20746.644531 +99 24094.029297 +100 24540.185547 +101 21871.341797 +102 25284.160156 +103 20886.632812 +104 20474.164062 +105 24252.935547 +106 24499.416016 +107 24622.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,MLP,1.2085669040679932,"96 109057.209430 +97 68869.652391 +98 98838.833565 +99 122864.142041 +100 100035.779301 +101 123109.799932 +102 77020.803609 +103 133440.436683 +104 119110.819317 +105 41721.797238 +106 150559.362579 +107 82424.967118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,SES,1.0529594421386719,"96 803812.4375 +97 728996.3125 +98 806783.9375 +99 827349.9375 +100 718317.0000 +101 777248.7500 +102 781224.3750 +103 761903.6250 +104 779158.8125 +105 773352.4375 +106 836573.7500 +107 731147.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,XGBoost,1.2332806587219238,"96 43594.234375 +97 40182.484375 +98 41241.250000 +99 40499.699219 +100 40499.699219 +101 38169.101562 +102 38107.632812 +103 37533.281250 +104 37901.375000 +105 37901.375000 +106 40499.437500 +107 39292.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,IPTU,XGBoost,0.9517667293548584,"95 1.283732e+06 +96 1.343305e+06 +97 6.340551e+05 +98 5.709878e+05 +99 7.695594e+05 +100 8.004224e+05 +101 7.961212e+05 +102 7.859763e+05 +103 7.902774e+05 +104 8.201740e+05 +105 1.288114e+06 +106 1.295818e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,1.1739659309387207,"96 2142933.500 +97 2089987.625 +98 2143358.500 +99 2369840.750 +100 2369840.750 +101 2316894.500 +102 2316894.500 +103 2316894.500 +104 2316894.500 +105 2316894.500 +106 2316894.500 +107 2312791.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,ITBI,MLP,0.8470404148101807,"96 8.027130e+05 +97 8.883120e+05 +98 9.769230e+05 +99 1.060041e+06 +100 1.095771e+06 +101 1.048703e+06 +102 1.101112e+06 +103 1.041264e+06 +104 1.089689e+06 +105 1.008963e+06 +106 1.178436e+06 +107 1.053040e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,XGBoost,0.963214635848999,"96 7420280.0 +97 6800514.0 +98 6783332.0 +99 7336314.0 +100 7323885.0 +101 7176003.0 +102 7176003.0 +103 6980031.5 +104 6992596.0 +105 6981192.0 +106 7383637.0 +107 7161629.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,MLP,1.5251564979553223,"96 -1.554366e+06 +97 9.151228e+04 +98 5.027279e+06 +99 -3.818980e+05 +100 1.116192e+06 +101 3.610314e+06 +102 1.626987e+06 +103 2.130356e+06 +104 2.595546e+06 +105 2.419325e+06 +106 2.783875e+06 +107 -2.889806e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,IPTU,MLP,0.9817540645599365,"96 74402.749274 +97 9171.767762 +98 -43085.981233 +99 76131.800691 +100 60292.843263 +101 7757.326467 +102 41888.555370 +103 52059.171938 +104 42110.056189 +105 35122.514925 +106 48205.913737 +107 52217.622682 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ISS,MLP,1.7470369338989258,"96 29865.657103 +97 26053.888103 +98 26228.945521 +99 24603.473651 +100 28351.929982 +101 28167.795078 +102 23534.614757 +103 31464.787948 +104 30736.972396 +105 26297.189030 +106 29354.495192 +107 28662.056446 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,ITBI,MLP,0.8885157108306885,"88 25375.975694 +89 31899.472993 +90 19040.252000 +91 24113.967410 +92 28.636532 +93 31107.350286 +94 19369.086753 +95 20206.496403 +96 16379.163769 +97 27629.608085 +98 31799.813638 +99 28545.140204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,MLP,1.054652452468872,"96 687278.498308 +97 643016.551387 +98 640676.132059 +99 691348.379354 +100 634495.334542 +101 728144.761448 +102 749747.685684 +103 746726.253725 +104 799142.704085 +105 829236.503879 +106 868554.785875 +107 847189.458107 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,XGBoost,2.2639012336730957,"96 95593.929688 +97 95556.851562 +98 95598.390625 +99 119762.242188 +100 119779.648438 +101 101894.703125 +102 102041.835938 +103 102123.164062 +104 102123.164062 +105 102209.320312 +106 102209.320312 +107 103018.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,IPTU,AR,2.4577372074127197,"96 248378.875000 +97 236913.000000 +98 230520.062500 +99 200842.046875 +100 197958.171875 +101 224860.578125 +102 199482.843750 +103 214412.640625 +104 201653.125000 +105 199725.406250 +106 213290.953125 +107 209065.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ISS,MLP,1.273859977722168,"96 1.155815e+06 +97 8.788158e+05 +98 7.400479e+05 +99 1.257774e+06 +100 1.155425e+06 +101 -1.804297e+04 +102 1.822641e+06 +103 1.583946e+06 +104 4.177647e+05 +105 1.828002e+06 +106 1.721257e+06 +107 7.488169e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,ITBI,MLP,1.1275532245635986,"96 208021.185269 +97 232799.814778 +98 218577.977619 +99 239013.485911 +100 212790.316052 +101 258702.024882 +102 258962.538071 +103 196771.147851 +104 262567.111967 +105 299889.746153 +106 238418.816918 +107 273036.505853 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,MLP,0.9023656845092773,"96 2.155987e+06 +97 2.014010e+06 +98 2.005388e+06 +99 2.173051e+06 +100 1.999296e+06 +101 2.300085e+06 +102 2.373747e+06 +103 2.370075e+06 +104 2.545496e+06 +105 2.650453e+06 +106 2.791320e+06 +107 2.734278e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.160632610321045,"96 9.108678e+05 +97 9.219578e+05 +98 9.202664e+05 +99 1.032613e+06 +100 1.032613e+06 +101 1.026131e+06 +102 1.068894e+06 +103 1.068894e+06 +104 1.265604e+06 +105 1.068894e+06 +106 1.265604e+06 +107 8.773696e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,IPTU,SARIMAX,1.551670789718628,"94 5127.602051 +95 5837.170410 +96 5367.559570 +97 2918.270996 +98 2573.736572 +99 2444.904541 +100 2849.031250 +101 1675.383911 +102 2172.622559 +103 1670.418579 +104 1796.156860 +105 2148.213623 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ISS,MLP,1.0968000888824463,"96 157827.761566 +97 151111.049131 +98 89856.233471 +99 125249.453829 +100 103882.904635 +101 115424.103569 +102 146412.258551 +103 114610.594167 +104 135609.243742 +105 103554.942337 +106 141928.053060 +107 71597.545702 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,ITBI,MLP,0.8551814556121826,"95 52697.547206 +96 36981.335652 +97 26356.712101 +98 47672.608155 +99 2000.519702 +100 38019.840760 +101 63870.481050 +102 38050.226624 +103 51671.416452 +104 15183.067618 +105 52735.877604 +106 55839.654521 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,MLP,0.9220178127288818,"96 609362.807664 +97 607518.513276 +98 602756.413627 +99 644535.768647 +100 586954.511209 +101 674555.261168 +102 693832.816498 +103 703199.318401 +104 740100.203884 +105 764594.927276 +106 821635.919775 +107 803913.336763 +Name: Valor, dtype: float64" +Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,MLP,1.9413752555847168,"96 -43807.126227 +97 18184.398352 +98 149856.857365 +99 5862.048780 +100 71818.292223 +101 111419.790156 +102 72187.633344 +103 91717.133432 +104 102549.024870 +105 104904.204691 +106 85511.650339 +107 -99284.234551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,IPTU,AR,2.9046738147735596,"96 14390.803711 +97 13479.625977 +98 12589.008789 +99 7347.936523 +100 7646.662109 +101 7814.468262 +102 6949.568359 +103 6588.913574 +104 7088.962891 +105 8283.790039 +106 8219.307617 +107 7241.903809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ISS,XGBoost,1.192753791809082,"96 43721.902344 +97 46792.332031 +98 50882.234375 +99 53287.996094 +100 51300.332031 +101 53924.757812 +102 51300.332031 +103 63623.261719 +104 63623.261719 +105 63623.261719 +106 63623.261719 +107 62617.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,ITBI,MLP,0.913240909576416,"96 29367.229619 +97 38584.150989 +98 27711.831186 +99 26776.432530 +100 30276.895961 +101 22101.856395 +102 26478.646092 +103 35861.987715 +104 5503.589917 +105 32332.512639 +106 28656.945174 +107 16425.162176 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,MLP,0.9527044296264648,"96 686367.229448 +97 615056.894127 +98 610310.185778 +99 658529.316326 +100 599356.610083 +101 690714.593164 +102 708267.130550 +103 703609.973118 +104 752619.838186 +105 779030.435464 +106 816533.616685 +107 793474.322877 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,MLP,0.8965308666229248,"96 -90792.177169 +97 -33820.385469 +98 250020.794669 +99 -20752.076717 +100 59855.060623 +101 146736.020835 +102 63747.775208 +103 110338.879484 +104 96745.754047 +105 96435.095650 +106 127253.528316 +107 -150863.330208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,IPTU,XGBoost,2.038553237915039,"96 35652.679688 +97 27285.630859 +98 15845.231445 +99 17233.164062 +100 16372.923828 +101 24554.748047 +102 28195.298828 +103 12251.240234 +104 21960.982422 +105 21338.015625 +106 28584.072266 +107 24297.208984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ISS,MLP,1.0067315101623535,"96 74323.001749 +97 78033.143701 +98 77678.559879 +99 84294.184524 +100 92270.065291 +101 75961.518877 +102 83114.787012 +103 100851.581766 +104 88272.722550 +105 107620.704045 +106 119705.055253 +107 92476.355892 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,ITBI,AR,1.2333476543426514,"96 36674.261719 +97 41259.402344 +98 35184.054688 +99 36770.503906 +100 36116.089844 +101 23142.271484 +102 23131.412109 +103 40984.191406 +104 32487.617188 +105 29086.683594 +106 41123.500000 +107 23401.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,MLP,1.7670936584472656,"96 8.018465e+05 +97 7.555386e+05 +98 7.488309e+05 +99 8.121007e+05 +100 7.492533e+05 +101 8.596530e+05 +102 8.879418e+05 +103 8.889111e+05 +104 9.520807e+05 +105 9.898833e+05 +106 1.040145e+06 +107 1.019593e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,MLP,1.982574224472046,"95 12424.029711 +96 34850.994254 +97 108794.776568 +98 52096.967575 +99 94331.290216 +100 105648.164513 +101 110900.114958 +102 134806.083463 +103 126397.127781 +104 136653.343342 +105 146251.754107 +106 -66369.821627 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,IPTU,MLP,2.5681231021881104,"95 1.451311e+06 +96 6.967787e+05 +97 -1.562440e+06 +98 1.714672e+06 +99 1.625527e+06 +100 3.808182e+05 +101 9.014441e+05 +102 1.002023e+06 +103 1.328544e+06 +104 1.188761e+06 +105 9.430985e+05 +106 1.228503e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ISS,SARIMAX,1.2931420803070068,"96 549787.4375 +97 561639.1875 +98 558507.7500 +99 581222.8125 +100 541357.3750 +101 541357.3750 +102 577186.1250 +103 577186.1250 +104 577186.1250 +105 577186.1250 +106 609961.1875 +107 609961.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,ITBI,MLP,1.1687660217285156,"96 189393.700946 +97 232763.902326 +98 268930.458599 +99 266430.281352 +100 264780.549599 +101 298337.505924 +102 318268.921213 +103 275726.642507 +104 313907.504682 +105 321298.803765 +106 315717.234825 +107 313896.310622 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,MLP,0.831106424331665,"96 2.870769e+06 +97 2.627808e+06 +98 2.638632e+06 +99 2.850734e+06 +100 2.598448e+06 +101 2.994035e+06 +102 3.076183e+06 +103 3.060481e+06 +104 3.279304e+06 +105 3.399820e+06 +106 3.566712e+06 +107 3.492203e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,MLP,1.39475417137146,"96 -5.416228e+05 +97 9.045815e+04 +98 1.519214e+06 +99 -2.969321e+05 +100 3.067541e+05 +101 1.262623e+06 +102 5.052220e+05 +103 6.538648e+05 +104 8.634208e+05 +105 7.914303e+05 +106 9.333192e+05 +107 -1.201106e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,IPTU,XGBoost,2.5465519428253174,"96 1.572060e+06 +97 1.401392e+06 +98 1.237276e+06 +99 1.246028e+06 +100 1.191293e+06 +101 1.231358e+06 +102 1.217047e+06 +103 1.186917e+06 +104 8.303626e+05 +105 8.303626e+05 +106 5.825046e+05 +107 5.930626e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ISS,MLP,1.7281112670898438,"96 358921.648085 +97 358852.029700 +98 389032.690052 +99 398609.468639 +100 381062.587060 +101 421195.636539 +102 433771.029319 +103 423335.104774 +104 450738.477427 +105 458998.110219 +106 492864.083129 +107 478955.306935 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,ITBI,MLP,1.6965482234954834,"96 1.141093e+06 +97 1.231698e+06 +98 1.190138e+06 +99 1.256392e+06 +100 1.314146e+06 +101 1.420856e+06 +102 1.518304e+06 +103 1.512109e+06 +104 1.541059e+06 +105 1.519507e+06 +106 1.579205e+06 +107 1.568496e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,MLP,1.0156381130218506,"96 8.285191e+05 +97 7.445653e+05 +98 7.569675e+05 +99 8.243263e+05 +100 7.619934e+05 +101 8.895008e+05 +102 9.194614e+05 +103 9.118831e+05 +104 9.871415e+05 +105 9.867343e+05 +106 1.119786e+06 +107 1.067441e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,MLP,1.161695957183838,"95 178300.284848 +96 271719.406548 +97 387099.756052 +98 137861.480980 +99 204998.034179 +100 401672.263794 +101 422351.964906 +102 423173.482431 +103 499366.674250 +104 529427.203745 +105 582835.731369 +106 195144.296093 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,IPTU,AR,1.3176116943359375,"96 9972.166016 +97 7062.062500 +98 8423.960938 +99 3629.477783 +100 4850.026367 +101 4853.818848 +102 2815.872314 +103 2799.313477 +104 4195.989258 +105 5029.273926 +106 4236.584473 +107 6443.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ISS,XGBoost,1.3822717666625977,"96 7479.029297 +97 8044.975586 +98 6257.472168 +99 8447.679688 +100 7917.279297 +101 8749.598633 +102 10568.015625 +103 8665.628906 +104 7470.097168 +105 8680.897461 +106 9480.724609 +107 8639.736328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,ITBI,XGBoost,0.7579622268676758,"94 9070.336914 +95 7470.154785 +96 6826.229980 +97 5229.361816 +98 14082.981445 +99 17287.359375 +100 15274.123047 +101 6767.043457 +102 2795.617676 +103 13977.302734 +104 4836.719727 +105 13825.706055 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,MLP,0.8599648475646973,"96 395174.556798 +97 368999.484167 +98 366911.571786 +99 396488.660132 +100 363850.532666 +101 418280.553076 +102 430394.816722 +103 429037.663906 +104 459541.534081 +105 476701.321489 +106 500580.591120 +107 487524.859449 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,MLP,0.8670284748077393,"96 -41107.155676 +97 -2226.146275 +98 110467.370052 +99 -6680.220713 +100 14081.788631 +101 68231.354353 +102 28782.505194 +103 34761.516099 +104 45799.463604 +105 43976.120310 +106 46708.437875 +107 -52502.259032 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,IPTU,XGBoost,1.4271671772003174,"96 36331.847656 +97 44533.070312 +98 39192.453125 +99 31026.912109 +100 30355.761719 +101 33831.468750 +102 31535.652344 +103 30252.791016 +104 30561.304688 +105 30610.964844 +106 36113.164062 +107 36641.558594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ISS,XGBoost,2.1253182888031006,"96 24880.835938 +97 27358.275391 +98 25888.009766 +99 25714.939453 +100 28544.150391 +101 28776.753906 +102 21950.396484 +103 25192.765625 +104 23486.853516 +105 27333.875000 +106 26818.910156 +107 23915.023438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,ITBI,MLP,2.018782615661621,"96 54026.004307 +97 39466.988712 +98 54000.505666 +99 50788.777942 +100 31279.421985 +101 14204.126784 +102 46612.529675 +103 37114.653753 +104 55408.480669 +105 19137.908158 +106 42756.939681 +107 42356.118475 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,MLP,0.846200704574585,"96 8.980828e+05 +97 8.476066e+05 +98 8.405641e+05 +99 9.067918e+05 +100 8.296092e+05 +101 9.537330e+05 +102 9.809236e+05 +103 9.747583e+05 +104 1.043057e+06 +105 1.079932e+06 +106 1.130806e+06 +107 1.106032e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,MLP,1.0103545188903809,"96 9833.850599 +97 40419.160789 +98 80674.179490 +99 6305.645565 +100 46276.278619 +101 81850.471593 +102 76894.043902 +103 85749.077212 +104 93078.340641 +105 97426.598608 +106 111754.123221 +107 -15656.437624 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,IPTU,MLP,1.1123592853546143,"96 1.247033e+06 +97 6.234137e+05 +98 1.872656e+05 +99 -8.876920e+05 +100 1.431179e+06 +101 1.135358e+06 +102 -4.138854e+05 +103 6.878072e+05 +104 1.184619e+06 +105 5.530666e+05 +106 5.414962e+05 +107 7.929686e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ISS,SARIMAX,1.1409482955932617,"96 513135.53125 +97 527593.81250 +98 527593.81250 +99 528838.25000 +100 526583.18750 +101 527593.81250 +102 526583.18750 +103 526583.18750 +104 526583.18750 +105 526583.18750 +106 526583.18750 +107 512124.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,ITBI,MLP,2.1977100372314453,"96 136289.392905 +97 172270.608894 +98 87771.452289 +99 132293.209507 +100 177821.998257 +101 184131.406533 +102 123044.018155 +103 170156.993050 +104 183139.257540 +105 214752.533555 +106 203441.740301 +107 201378.348897 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,MLP,1.531301736831665,"96 2.657085e+06 +97 2.470624e+06 +98 2.462045e+06 +99 2.655204e+06 +100 2.434234e+06 +101 2.797354e+06 +102 2.874840e+06 +103 2.857108e+06 +104 3.062724e+06 +105 3.177707e+06 +106 3.332368e+06 +107 3.216451e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,MLP,1.4756300449371338,"96 -4.185850e+05 +97 -9.653546e+04 +98 1.535050e+06 +99 2.034828e+05 +100 3.993648e+05 +101 9.903991e+05 +102 7.226256e+05 +103 7.955112e+05 +104 7.991783e+05 +105 8.846805e+05 +106 9.669500e+05 +107 -9.792903e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,IPTU,HWES,1.122309923171997,"89 9476.609375 +90 9521.198242 +91 5800.139160 +92 4279.963867 +93 4484.675293 +94 7348.090332 +95 7463.809570 +96 4398.895996 +97 7616.048340 +98 4398.895996 +99 5597.017578 +100 7616.048340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ISS,MLP,1.096574068069458,"96 71845.809115 +97 67491.671927 +98 64083.391484 +99 73422.114483 +100 65947.088187 +101 64113.041363 +102 53997.099584 +103 61259.521965 +104 73943.122068 +105 46854.344668 +106 42746.977607 +107 16381.128707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,ITBI,XGBoost,1.156097650527954,"89 15929.833008 +90 17121.949219 +91 21104.644531 +92 20532.738281 +93 21251.115234 +94 20781.820312 +95 13483.960938 +96 8603.422852 +97 20729.546875 +98 7157.876953 +99 20673.078125 +100 20551.958984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,MLP,0.8583009243011475,"96 540215.467880 +97 504917.607882 +98 503593.401547 +99 547814.402794 +100 505761.800010 +101 581966.301818 +102 601834.093608 +103 601067.939752 +104 645755.730018 +105 672624.048876 +106 707604.674528 +107 694435.969923 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,MLP,1.0050103664398193,"94 -4180.160079 +95 50426.430021 +96 66629.062333 +97 5885.000300 +98 66411.007020 +99 89318.092835 +100 90073.978922 +101 96889.272933 +102 94896.707999 +103 110816.772726 +104 117508.725251 +105 -13004.249988 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,XGBoost,0.9074296951293945,"84 42892.843750 +85 49410.902344 +86 81178.015625 +87 82686.742188 +88 82733.390625 +89 72614.351562 +90 71107.882812 +91 81248.890625 +92 82756.796875 +93 82756.796875 +94 94609.695312 +95 94347.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ISS,MLP,3.2499921321868896,"96 35431.469535 +97 40848.490161 +98 37534.476224 +99 39205.361299 +100 43332.050844 +101 34279.264768 +102 44292.694390 +103 40678.279477 +104 37080.324834 +105 46127.630011 +106 41136.668306 +107 37012.138242 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,XGBoost,1.5107333660125732,"96 15984.286133 +97 17678.613281 +98 17364.134766 +99 28994.908203 +100 19878.353516 +101 20238.236328 +102 18745.496094 +103 20385.812500 +104 20418.371094 +105 20489.427734 +106 20883.179688 +107 20789.474609 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,MLP,1.4657654762268066,"96 7.807749e+05 +97 7.367218e+05 +98 7.362922e+05 +99 7.942800e+05 +100 7.339866e+05 +101 8.423699e+05 +102 8.703886e+05 +103 8.726976e+05 +104 9.347820e+05 +105 9.721578e+05 +106 1.021823e+06 +107 1.003136e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,MLP,0.8574740886688232,"96 -65507.399126 +97 10420.180194 +98 151101.064957 +99 7983.438417 +100 47535.126271 +101 87433.254958 +102 70728.118632 +103 81881.673187 +104 73451.123686 +105 86524.452140 +106 97696.765646 +107 -113228.678239 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,IPTU,HWES,0.9607646465301514,"94 52943.402344 +95 53134.210938 +96 46466.421875 +97 46776.484375 +98 38899.851562 +99 38876.378906 +100 41982.566406 +101 41868.007812 +102 43250.269531 +103 41364.710938 +104 41255.707031 +105 43069.316406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ISS,XGBoost,1.172957420349121,"96 78299.500000 +97 81452.968750 +98 81799.375000 +99 72325.906250 +100 81799.375000 +101 81799.375000 +102 83241.914062 +103 70720.046875 +104 77632.601562 +105 83641.320312 +106 107107.664062 +107 66853.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,ITBI,MLP,1.4184503555297852,"96 108355.492844 +97 94667.514391 +98 75420.923582 +99 78982.539072 +100 113462.441584 +101 108541.010818 +102 77294.235003 +103 75095.078646 +104 101892.804569 +105 130961.023348 +106 135915.432303 +107 122440.096923 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,MLP,0.9953901767730713,"96 1.981244e+06 +97 1.977483e+06 +98 1.957747e+06 +99 2.095358e+06 +100 1.934225e+06 +101 2.211265e+06 +102 2.408643e+06 +103 2.190874e+06 +104 2.436196e+06 +105 2.555536e+06 +106 2.659801e+06 +107 2.619836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,XGBoost,0.9022741317749023,"89 294675.875000 +90 263413.562500 +91 245683.046875 +92 306759.437500 +93 245155.984375 +94 176462.984375 +95 193510.531250 +96 261337.750000 +97 307388.906250 +98 256343.625000 +99 298052.250000 +100 243005.015625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,MLP,0.8802609443664551,"93 296176.840179 +94 189051.630696 +95 102487.835973 +96 205604.282298 +97 -237193.168450 +98 322009.157110 +99 320930.658775 +100 12735.749346 +101 208699.002951 +102 241298.782832 +103 228751.637090 +104 225171.452221 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,MLP,2.609768867492676,"96 172817.098601 +97 193959.595063 +98 203676.776151 +99 200273.513553 +100 205510.485797 +101 207181.791528 +102 219341.691382 +103 205341.033256 +104 205228.572837 +105 233020.917572 +106 218367.989215 +107 233085.747895 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,MLP,2.1621365547180176,"96 44708.872474 +97 54098.520558 +98 47836.706529 +99 45214.037667 +100 48971.056158 +101 63220.886093 +102 60340.699053 +103 53030.837752 +104 71968.001691 +105 67801.707328 +106 67363.764341 +107 81906.686851 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,XGBoost,1.5428993701934814,"96 810688.0625 +97 772873.3750 +98 751757.5625 +99 822151.5000 +100 709365.3125 +101 774853.0625 +102 779986.6250 +103 788246.6875 +104 799066.0625 +105 814234.0000 +106 822375.5000 +107 709211.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,MLP,0.836137056350708,"96 -122062.002215 +97 60298.321979 +98 332412.687324 +99 27226.296435 +100 127971.855566 +101 228709.747847 +102 192953.071667 +103 221496.496334 +104 203308.630645 +105 225095.002042 +106 249504.108818 +107 -158169.012616 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,IPTU,XGBoost,1.0343353748321533,"93 30232.927734 +94 36087.179688 +95 20543.242188 +96 19401.125000 +97 23979.572266 +98 16389.466797 +99 21279.183594 +100 20874.484375 +101 27564.470703 +102 27620.888672 +103 24357.443359 +104 27139.099609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ISS,XGBoost,0.776113748550415,"96 31725.605469 +97 37179.714844 +98 35508.914062 +99 30078.837891 +100 36540.347656 +101 35507.468750 +102 28913.107422 +103 36527.835938 +104 36349.242188 +105 34778.433594 +106 36550.894531 +107 28913.107422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,ITBI,MLP,0.9808545112609863,"96 38274.820256 +97 4158.825718 +98 61516.063010 +99 82660.791913 +100 78330.452607 +101 45893.306208 +102 195.925814 +103 93755.541789 +104 91689.240701 +105 67927.925808 +106 69736.519910 +107 -114830.134665 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,XGBoost,0.9292135238647461,"96 584573.0625 +97 571899.6250 +98 541757.5625 +99 588074.5625 +100 531363.3125 +101 554856.0000 +102 558781.3750 +103 561237.9375 +104 583886.5625 +105 584599.6250 +106 593362.9375 +107 542543.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,XGBoost,1.6259231567382812,"96 160926.062500 +97 177229.828125 +98 179999.484375 +99 169123.937500 +100 179999.484375 +101 122883.640625 +102 121821.085938 +103 121821.085938 +104 159202.656250 +105 171140.781250 +106 171215.484375 +107 171140.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,IPTU,AR,1.2246830463409424,"96 271455.625000 +97 293019.875000 +98 218152.250000 +99 228027.562500 +100 220129.375000 +101 254449.312500 +102 266672.687500 +103 266672.687500 +104 260925.375000 +105 245310.531250 +106 247283.953125 +107 240772.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ISS,XGBoost,0.9890553951263428,"96 191663.687500 +97 174651.953125 +98 178386.656250 +99 154662.343750 +100 178389.859375 +101 183884.593750 +102 183510.140625 +103 153105.531250 +104 174250.437500 +105 202843.843750 +106 166196.578125 +107 165591.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,ITBI,MLP,1.8367233276367188,"96 138054.963238 +97 93567.332737 +98 142316.943392 +99 144198.553367 +100 54023.725460 +101 143929.534336 +102 132939.961731 +103 124622.541776 +104 177037.624889 +105 129163.338644 +106 141688.291070 +107 154457.343902 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,MLP,2.560549259185791,"96 1.256525e+06 +97 1.173251e+06 +98 1.159147e+06 +99 1.273704e+06 +100 1.168893e+06 +101 1.349878e+06 +102 1.403031e+06 +103 1.397636e+06 +104 1.504551e+06 +105 1.569584e+06 +106 1.650779e+06 +107 1.676188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,SARIMAX,1.341230869293213,"92 152374.203125 +93 95706.429688 +94 84385.859375 +95 60896.390625 +96 52177.023438 +97 87329.101562 +98 91372.031250 +99 77141.117188 +100 77246.828125 +101 77246.828125 +102 77453.656250 +103 71830.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,IPTU,XGBoost,1.3181657791137695,"79 17795.849609 +80 15392.500000 +81 15458.329102 +82 12060.085938 +83 7590.662109 +84 9507.015625 +85 9551.807617 +86 8824.576172 +87 11104.721680 +88 13333.009766 +89 7634.175781 +90 7345.653809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ISS,MLP,0.7743988037109375,"80 250764.570024 +81 234072.573379 +82 219456.594410 +83 204258.947865 +84 -150079.922015 +85 249013.567342 +86 407094.066147 +87 287135.259158 +88 253334.768408 +89 210476.762628 +90 351392.926837 +91 393397.636775 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,ITBI,MLP,0.78369140625,"80 43409.075693 +81 72060.843202 +82 77999.468879 +83 74327.317241 +84 81913.606928 +85 48572.809531 +86 76618.283511 +87 80178.215199 +88 80189.379535 +89 89137.880983 +90 87976.206565 +91 69431.007342 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,XGBoost,1.073598861694336,"80 561024.0625 +81 555937.8125 +82 545778.3750 +83 601396.3750 +84 586707.3125 +85 554223.7500 +86 558360.0000 +87 555089.3750 +88 558603.1875 +89 554292.2500 +90 554727.2500 +91 558395.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,MLP,1.5064022541046143,"80 42797.283254 +81 69183.104510 +82 96180.739862 +83 19684.680873 +84 74817.091349 +85 112087.206988 +86 112582.169600 +87 131396.959714 +88 133017.554893 +89 142402.417134 +90 158431.454287 +91 34740.140653 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,IPTU,MLP,1.4713988304138184,"58 10128.431753 +59 9702.304851 +60 11726.365855 +61 9552.282513 +62 9387.214785 +63 8630.051746 +64 12058.791613 +65 11270.510552 +66 11670.267956 +67 -1957.188705 +68 9118.026493 +69 16208.555804 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.7341327667236328,"96 13709.150391 +97 14231.627930 +98 18087.011719 +99 18060.083984 +100 22075.958984 +101 21862.980469 +102 21862.980469 +103 18984.160156 +104 21862.980469 +105 18984.160156 +106 21862.980469 +107 18984.160156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,ITBI,MLP,1.4828228950500488,"90 33764.068630 +91 30031.691945 +92 37295.803139 +93 21239.675403 +94 21335.382122 +95 21286.314804 +96 37476.684021 +97 18335.665140 +98 25565.658151 +99 38669.819656 +100 27535.363505 +101 -6693.627330 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,MLP,0.9420979022979736,"96 356124.747271 +97 332743.253364 +98 331342.943572 +99 359011.659066 +100 330287.357380 +101 379757.949777 +102 391680.596401 +103 390742.804763 +104 419067.508678 +105 435539.106767 +106 457657.082878 +107 447284.464216 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,MLP,0.9606969356536865,"94 689.366994 +95 12996.949161 +96 33616.269778 +97 -7260.769255 +98 25983.100397 +99 36381.218853 +100 31206.196946 +101 37217.743601 +102 37301.666690 +103 42215.053323 +104 46840.337977 +105 -20352.818813 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,IPTU,SARIMAX,0.9810202121734619,"95 53950.250000 +96 65326.226562 +97 64689.101562 +98 60645.566406 +99 60848.605469 +100 60848.605469 +101 60848.605469 +102 60776.031250 +103 62391.964844 +104 62462.128906 +105 62462.128906 +106 62462.128906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ISS,XGBoost,1.0371804237365723,"96 50699.675781 +97 56083.687500 +98 58819.273438 +99 54462.507812 +100 59318.562500 +101 58773.691406 +102 64688.882812 +103 60945.625000 +104 61051.242188 +105 65301.781250 +106 69187.289062 +107 58989.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,ITBI,MLP,0.998349666595459,"94 11598.605939 +95 8019.619368 +96 11338.607203 +97 21909.292982 +98 13327.151341 +99 18220.313949 +100 8324.169102 +101 17326.863143 +102 24731.060201 +103 19649.948868 +104 24612.694336 +105 27590.496868 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,XGBoost,1.0256564617156982,"96 1408264.500 +97 1300299.875 +98 1222700.000 +99 1306885.250 +100 1315413.250 +101 1344658.875 +102 1318877.500 +103 1353527.500 +104 1323814.125 +105 1321021.625 +106 1414075.250 +107 1314314.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,XGBoost,0.8683271408081055,"96 239379.250000 +97 239379.250000 +98 212862.359375 +99 239379.250000 +100 283057.406250 +101 283118.000000 +102 283325.125000 +103 283187.312500 +104 283187.312500 +105 283187.312500 +106 296004.343750 +107 283106.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,IPTU,XGBoost,0.8904039859771729,"77 5810.062988 +78 5088.560059 +79 5299.410156 +80 2779.076904 +81 544.531494 +82 2006.510498 +83 597.506714 +84 2171.731445 +85 2235.008057 +86 2471.992188 +87 2104.113281 +88 2091.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ISS,XGBoost,2.7426974773406982,"96 16813.687500 +97 10497.280273 +98 11037.322266 +99 12790.932617 +100 13099.231445 +101 13290.265625 +102 9024.925781 +103 9337.618164 +104 9241.912109 +105 9558.437500 +106 12832.682617 +107 10259.867188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,ITBI,MLP,2.753845453262329,"91 23639.334224 +92 17908.282205 +93 17349.665101 +94 15399.348555 +95 27200.046709 +96 27245.705469 +97 16170.070207 +98 27336.174360 +99 25289.379250 +100 25757.551705 +101 29156.444977 +102 20946.417656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,MLP,1.3082501888275146,"96 380915.979693 +97 350769.651205 +98 352573.641480 +99 382575.913602 +100 351916.174807 +101 404463.503451 +102 417315.379987 +103 415458.205801 +104 446495.037719 +105 464454.563139 +106 487805.102494 +107 477508.258432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,MLP,0.7902555465698242,"96 -35631.350141 +97 17755.994980 +98 95999.533770 +99 -47833.885482 +100 60196.354999 +101 95665.791135 +102 1868.808659 +103 65091.156011 +104 78907.616953 +105 40202.411045 +106 76809.303408 +107 -67178.706935 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,IPTU,XGBoost,1.029414176940918,"90 109897.335938 +91 110349.312500 +92 106590.484375 +93 106461.710938 +94 96836.757812 +95 103072.609375 +96 97526.617188 +97 78525.843750 +98 107971.929688 +99 102476.937500 +100 106157.492188 +101 106410.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ISS,MLP,0.7960255146026611,"96 101168.171127 +97 108314.414180 +98 116237.983273 +99 108983.072588 +100 107838.536495 +101 99481.279391 +102 98086.057862 +103 115333.720344 +104 100986.408191 +105 88596.614775 +106 95175.181131 +107 85215.949256 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,ITBI,MLP,1.0230741500854492,"96 133009.642164 +97 117083.739518 +98 87204.061667 +99 151265.434075 +100 133758.548316 +101 139242.778014 +102 158746.924862 +103 138415.362202 +104 175755.865586 +105 148993.534306 +106 141813.944883 +107 129253.960961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,MLP,0.9432258605957031,"96 1.277517e+06 +97 1.198500e+06 +98 1.195741e+06 +99 1.299358e+06 +100 1.202818e+06 +101 1.382813e+06 +102 1.429065e+06 +103 1.430464e+06 +104 1.534000e+06 +105 1.595435e+06 +106 1.678950e+06 +107 1.644459e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,XGBoost,1.0310475826263428,"96 291644.59375 +97 331817.59375 +98 331264.53125 +99 331264.53125 +100 331264.53125 +101 361168.50000 +102 446074.06250 +103 446074.06250 +104 446074.06250 +105 446074.06250 +106 446074.06250 +107 434943.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,SARIMAX,0.9274218082427979,"93 36346.312500 +94 33560.796875 +95 14908.464844 +96 10861.775391 +97 8128.148926 +98 9882.884766 +99 7097.519531 +100 7059.917969 +101 10790.558594 +102 9263.219727 +103 10935.719727 +104 5731.673340 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,XGBoost,1.5130555629730225,"96 12760.568359 +97 15667.401367 +98 19059.203125 +99 18543.375000 +100 18735.216797 +101 13447.928711 +102 18721.376953 +103 12825.254883 +104 18660.787109 +105 12651.303711 +106 18805.085938 +107 18795.431641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,MLP,1.302889347076416,"94 21380.309420 +95 16580.030275 +96 14759.500266 +97 9154.543877 +98 16912.635857 +99 22707.514284 +100 20416.666230 +101 16321.593657 +102 17294.132865 +103 22840.188812 +104 30256.391302 +105 32234.219706 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,MLP,1.0629780292510986,"96 772120.929607 +97 720440.464402 +98 715444.739156 +99 770070.748367 +100 704117.934425 +101 808971.984666 +102 831119.680916 +103 827074.512192 +104 885318.552301 +105 917754.800961 +106 962820.666389 +107 936344.502479 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,SARIMAX,1.3318963050842285,"96 97400.218750 +97 92151.625000 +98 99417.882812 +99 104646.718750 +100 104631.515625 +101 104008.031250 +102 105405.187500 +103 105405.187500 +104 105405.187500 +105 112667.968750 +106 112667.968750 +107 112637.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,IPTU,MLP,2.2590298652648926,"86 119713.506295 +87 78859.244235 +88 17382.482738 +89 -53451.839461 +90 127791.527267 +91 102837.114355 +92 10228.089581 +93 64540.622915 +94 98754.757047 +95 73943.123924 +96 71951.086375 +97 82147.159159 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ISS,XGBoost,1.4380202293395996,"96 153947.156250 +97 153947.156250 +98 159582.015625 +99 159582.015625 +100 147523.937500 +101 147523.937500 +102 147523.937500 +103 147523.937500 +104 147523.937500 +105 147523.937500 +106 147523.937500 +107 147523.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,ITBI,XGBoost,0.8055458068847656,"96 24294.533203 +97 31145.472656 +98 17553.335938 +99 28402.392578 +100 31173.222656 +101 31173.222656 +102 22845.037109 +103 37602.632812 +104 34372.960938 +105 34372.960938 +106 34372.960938 +107 22951.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,MLP,0.7722268104553223,"96 520446.893417 +97 485738.732509 +98 483213.047198 +99 523161.359131 +100 480636.162429 +101 552294.840117 +102 568776.331101 +103 566541.500565 +104 606736.087498 +105 628926.465421 +106 659838.999514 +107 642579.647595 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,MLP,0.915036678314209,"96 9971.449814 +97 24266.443495 +98 49518.943742 +99 13781.381673 +100 44918.631349 +101 65995.434126 +102 65254.720432 +103 66151.344738 +104 71491.927885 +105 80901.709890 +106 78122.290851 +107 10109.348865 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.445530891418457,"96 26242.054688 +97 53995.007812 +98 54578.515625 +99 64585.453125 +100 66803.406250 +101 66541.890625 +102 65159.882812 +103 65159.882812 +104 65201.382812 +105 65201.382812 +106 65201.382812 +107 65201.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ISS,MLP,1.5235440731048584,"96 42066.728751 +97 42814.832920 +98 36666.447582 +99 44891.070211 +100 43004.875426 +101 41720.933501 +102 48376.037026 +103 43644.897134 +104 47269.904296 +105 48458.556273 +106 31325.907776 +107 48012.390776 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,ITBI,MLP,0.9240286350250244,"96 44665.004273 +97 46559.502139 +98 40917.121535 +99 49286.425308 +100 52754.100077 +101 59997.033103 +102 31085.027655 +103 32064.840183 +104 49261.300807 +105 55123.924429 +106 58152.414146 +107 59134.408054 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,MLP,0.8673601150512695,"96 649355.046941 +97 605789.544486 +98 604018.149505 +99 656624.150750 +100 605280.414317 +101 696768.625937 +102 720327.519573 +103 718258.475738 +104 771805.432515 +105 803810.812367 +106 845046.742976 +107 829178.460960 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,MLP,0.9639348983764648,"96 -74415.345171 +97 16356.585939 +98 147314.269540 +99 -20627.970570 +100 51505.443342 +101 96000.501030 +102 53153.655275 +103 77076.353669 +104 73868.031991 +105 79332.306021 +106 92235.534585 +107 -105073.780405 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,IPTU,MLP,2.2946791648864746,"96 66806.903687 +97 41325.248066 +98 19008.837719 +99 -26681.271815 +100 68674.820384 +101 63214.186862 +102 15134.707477 +103 40241.873108 +104 49060.562708 +105 42669.174922 +106 48020.636899 +107 44930.758194 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ISS,XGBoost,2.8002378940582275,"96 24329.765625 +97 25269.169922 +98 25048.554688 +99 27244.451172 +100 25792.324219 +101 25365.804688 +102 25307.398438 +103 24998.589844 +104 25127.058594 +105 24998.589844 +106 24998.589844 +107 23613.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,ITBI,MLP,2.369462728500366,"92 16878.239539 +93 14275.515560 +94 15862.298125 +95 19850.491519 +96 -234.433239 +97 19413.542406 +98 26401.520947 +99 12982.565611 +100 20478.767767 +101 22866.823768 +102 17852.266616 +103 22949.962317 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,XGBoost,0.8552868366241455,"96 485391.09375 +97 461385.90625 +98 460076.18750 +99 508408.40625 +100 491383.21875 +101 456010.75000 +102 462981.93750 +103 470831.65625 +104 475549.75000 +105 466401.93750 +106 480032.21875 +107 460035.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,AR,0.9237802028656006,"96 82440.039062 +97 55263.417969 +98 48146.734375 +99 35016.207031 +100 36364.343750 +101 -5220.824219 +102 33037.804688 +103 41203.535156 +104 58418.332031 +105 59215.625000 +106 59716.972656 +107 86114.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,IPTU,SARIMAX,1.0047016143798828,"89 64686.140625 +90 69290.906250 +91 68208.906250 +92 68385.976562 +93 63542.601562 +94 61733.765625 +95 61733.765625 +96 61733.765625 +97 55232.359375 +98 51975.175781 +99 53564.054688 +100 53564.054688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ISS,MLP,1.1191842555999756,"96 76930.409687 +97 81534.808273 +98 78609.859978 +99 80568.189277 +100 75746.948560 +101 79615.929280 +102 83040.865140 +103 69741.794930 +104 24470.215789 +105 67265.734847 +106 63624.441818 +107 57884.712354 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,ITBI,MLP,0.8972263336181641,"94 21648.219454 +95 43471.446303 +96 40005.312895 +97 30277.514769 +98 34808.146486 +99 40316.139808 +100 32289.506422 +101 46992.883228 +102 33397.267809 +103 41892.117401 +104 20444.265933 +105 31082.188544 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,MLP,0.7878823280334473,"96 8.723948e+05 +97 8.079392e+05 +98 7.897468e+05 +99 8.764045e+05 +100 7.985077e+05 +101 9.271206e+05 +102 9.616748e+05 +103 9.487701e+05 +104 1.021571e+06 +105 1.062951e+06 +106 1.111493e+06 +107 1.136612e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,XGBoost,0.933272123336792,"95 165404.468750 +96 165503.640625 +97 165404.468750 +98 166984.125000 +99 167083.296875 +100 176300.921875 +101 176300.921875 +102 176300.921875 +103 199589.171875 +104 257116.109375 +105 318668.625000 +106 318489.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,XGBoost,1.2014622688293457,"84 17959.525391 +85 18954.835938 +86 15222.826172 +87 21076.912109 +88 17575.291016 +89 17575.291016 +90 13359.041992 +91 14678.720703 +92 15680.757812 +93 11323.614258 +94 15845.639648 +95 15704.524414 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ISS,MLP,0.832707405090332,"96 41941.550136 +97 36068.193935 +98 37914.412046 +99 34578.629314 +100 37578.980780 +101 39417.082942 +102 33568.131015 +103 40714.378699 +104 34716.056063 +105 36342.355658 +106 36227.455359 +107 32073.591820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,MLP,1.035698652267456,"96 28452.810059 +97 16674.754146 +98 22519.225071 +99 27278.603209 +100 10003.397370 +101 28978.382678 +102 29659.250052 +103 30953.368482 +104 41718.277488 +105 30315.925855 +106 32567.026166 +107 47214.403664 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,MLP,0.8014800548553467,"96 689433.927291 +97 685318.691855 +98 681892.595465 +99 728968.524142 +100 671255.613807 +101 767678.935119 +102 790232.182745 +103 787904.181630 +104 843440.005411 +105 875070.089811 +106 917268.830101 +107 892839.813766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,MLP,0.9973678588867188,"95 -30116.388541 +96 25245.406318 +97 87118.017726 +98 22780.700203 +99 43455.772444 +100 73083.042042 +101 75958.747998 +102 86872.234753 +103 87382.431427 +104 93025.924938 +105 100378.998173 +106 -55968.085630 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,IPTU,MLP,1.415604591369629,"45 35289.720488 +46 -23262.013291 +47 59440.876545 +48 52068.347366 +49 23084.668217 +50 43346.830711 +51 41910.459179 +52 50747.640147 +53 37847.914720 +54 -19672.323113 +55 41230.459542 +56 68394.365631 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ISS,XGBoost,1.811286449432373,"96 10151.955078 +97 8896.219727 +98 9462.667969 +99 7899.228027 +100 9501.299805 +101 11139.620117 +102 10112.919922 +103 7854.218750 +104 9724.290039 +105 10632.465820 +106 7530.546387 +107 7665.286133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,ITBI,MLP,1.9300205707550049,"88 15144.616501 +89 15518.920845 +90 15012.630549 +91 18075.497996 +92 25464.557567 +93 20405.276840 +94 24618.095218 +95 20748.850090 +96 23238.072931 +97 31891.556439 +98 20872.194642 +99 31244.738656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,MLP,1.2258141040802002,"96 415314.335621 +97 394141.034104 +98 393396.319277 +99 426533.312959 +100 394543.144820 +101 453089.798013 +102 467117.453334 +103 468292.414631 +104 502274.273910 +105 522341.968205 +106 549146.067211 +107 537997.356001 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,MLP,0.8700213432312012,"90 60697.942925 +91 -15044.208071 +92 1295.058018 +93 57102.789701 +94 48783.027381 +95 21686.889841 +96 33209.091449 +97 54763.816213 +98 60237.784801 +99 58880.884773 +100 55072.546466 +101 6511.380964 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,IPTU,MLP,0.812706470489502,"95 82306.692867 +96 69296.898382 +97 13195.847642 +98 -21536.460950 +99 75726.656247 +100 76396.240759 +101 36457.314184 +102 48492.195143 +103 55682.804127 +104 80602.523154 +105 73433.335471 +106 56332.195966 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ISS,XGBoost,0.8599252700805664,"96 22871.353516 +97 35549.250000 +98 34738.382812 +99 33894.710938 +100 36229.984375 +101 35932.890625 +102 37370.226562 +103 36775.136719 +104 27253.921875 +105 28780.357422 +106 26016.703125 +107 27741.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,ITBI,MLP,1.1094913482666016,"90 38044.199677 +91 28575.101282 +92 21291.695754 +93 31804.748440 +94 23495.136608 +95 23064.076022 +96 20983.750986 +97 36787.279424 +98 22912.913139 +99 27472.253657 +100 39742.642000 +101 34302.776735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,MLP,1.0429072380065918,"96 341732.499596 +97 319185.707482 +98 317472.258679 +99 345155.730803 +100 318901.735170 +101 366090.263037 +102 377157.442325 +103 375964.660152 +104 406548.470417 +105 423164.561648 +106 440060.577477 +107 425433.075432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,MLP,1.4174134731292725,"96 -24333.142518 +97 35433.443371 +98 99990.760698 +99 39020.340164 +100 56977.496817 +101 78557.943656 +102 77356.930969 +103 82708.324660 +104 84035.385069 +105 84350.864814 +106 94124.412685 +107 -1384.637732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,MLP,1.299396276473999,"94 158461.597994 +95 144558.768909 +96 151407.350062 +97 156108.802150 +98 172734.818927 +99 193889.095228 +100 210156.796201 +101 169240.378863 +102 154799.063079 +103 144601.052186 +104 209550.459140 +105 219504.776511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ISS,XGBoost,1.9901690483093262,"96 36095.253906 +97 53753.632812 +98 41936.617188 +99 44751.183594 +100 39187.226562 +101 44772.125000 +102 41915.675781 +103 59460.691406 +104 43103.710938 +105 53875.789062 +106 43103.710938 +107 43103.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,MLP,2.3411335945129395,"91 64810.990834 +92 75426.045721 +93 67687.114202 +94 83625.634938 +95 87412.993920 +96 105119.203439 +97 123025.703812 +98 122672.422979 +99 128679.087025 +100 154153.716584 +101 170113.327895 +102 174731.263358 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,MLP,1.586707592010498,"96 527310.921825 +97 490896.981362 +98 487551.618845 +99 535606.423804 +100 496595.050826 +101 571321.929419 +102 592449.920598 +103 588102.780395 +104 632359.636975 +105 669305.993666 +106 691784.252627 +107 680267.782940 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,MLP,1.573744535446167,"96 -56888.807337 +97 26542.469073 +98 157092.080184 +99 -4703.728820 +100 69150.556846 +101 109496.394999 +102 70289.444776 +103 93352.816649 +104 80901.191300 +105 84318.496064 +106 110790.656366 +107 -70914.933038 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,IPTU,MLP,1.3624985218048096,"64 14538.682483 +65 11182.291414 +66 7026.568710 +67 10662.301683 +68 9651.507417 +69 -6513.269338 +70 13404.241491 +71 16271.807537 +72 7189.662945 +73 9981.484711 +74 12654.603283 +75 13690.906107 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ISS,MLP,1.5389277935028076,"96 21078.218942 +97 28876.415294 +98 21229.259442 +99 27089.729023 +100 27872.974783 +101 29268.200215 +102 30374.151714 +103 23812.378177 +104 32467.522868 +105 28348.491795 +106 31687.108839 +107 24157.809277 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,ITBI,XGBoost,1.20853590965271,"81 11426.880859 +82 11692.224609 +83 7514.293945 +84 12811.495117 +85 4174.534668 +86 10467.380859 +87 10862.290039 +88 3503.670898 +89 10836.210938 +90 10846.969727 +91 10786.733398 +92 12797.443359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,MLP,0.8720691204071045,"96 441905.860888 +97 411533.165015 +98 410421.642987 +99 446722.230379 +100 411635.267728 +101 474156.639610 +102 490491.016165 +103 488423.059626 +104 525387.784726 +105 547635.578168 +106 575534.786692 +107 565548.658482 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,MLP,1.0252423286437988,"95 -43648.176395 +96 -12362.232336 +97 129957.596351 +98 2705.173840 +99 15862.986325 +100 84906.704152 +101 46406.960039 +102 42568.466925 +103 58510.178428 +104 54417.205223 +105 63005.881662 +106 -72881.313026 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,IPTU,XGBoost,1.2429916858673096,"86 20338.750000 +87 17609.652344 +88 16260.875977 +89 16183.794922 +90 16362.125977 +91 12782.124023 +92 12939.555664 +93 10758.157227 +94 11951.093750 +95 10963.160156 +96 12001.223633 +97 11951.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ISS,MLP,3.8453190326690674,"96 31471.198179 +97 33861.358433 +98 34848.908080 +99 35938.272081 +100 38302.936787 +101 32946.052821 +102 32766.757555 +103 34327.969816 +104 35163.359144 +105 30277.144777 +106 33245.806275 +107 24922.455815 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,ITBI,MLP,2.590006113052368,"89 8309.645433 +90 20215.827424 +91 28223.717200 +92 18941.287303 +93 24870.326008 +94 26426.298684 +95 25551.376317 +96 17766.833659 +97 21954.224837 +98 9112.154167 +99 25846.378835 +100 28269.343212 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,MLP,0.9458649158477783,"96 561063.087221 +97 523381.079545 +98 521885.503066 +99 564575.712055 +100 518197.266220 +101 596311.991647 +102 614411.207788 +103 621749.007458 +104 657725.866544 +105 682891.712997 +106 717536.023967 +107 700078.953851 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,MLP,1.169886589050293,"88 -185154.509168 +89 72804.044251 +90 264529.395710 +91 -14881.943792 +92 51257.925943 +93 154677.809773 +94 133171.704732 +95 95631.911024 +96 97174.533333 +97 147832.484034 +98 147295.013242 +99 -83707.870006 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,IPTU,SARIMAX,1.0888588428497314,"96 449145.93750 +97 448894.65625 +98 503354.90625 +99 507302.78125 +100 507302.78125 +101 507302.78125 +102 768292.12500 +103 854890.18750 +104 855160.25000 +105 855160.25000 +106 855160.25000 +107 492180.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ISS,XGBoost,1.3559141159057617,"96 325306.21875 +97 328419.53125 +98 341206.25000 +99 346959.12500 +100 337589.03125 +101 327641.62500 +102 333952.56250 +103 334639.90625 +104 341454.46875 +105 354700.90625 +106 343534.81250 +107 340781.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,ITBI,MLP,1.282963514328003,"96 124327.844995 +97 119284.694789 +98 106360.051551 +99 93983.833034 +100 98648.585200 +101 161126.302041 +102 138813.225128 +103 134230.971328 +104 167814.057838 +105 174437.839528 +106 154097.208400 +107 185881.012776 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,XGBoost,0.9820516109466553,"96 9.806201e+05 +97 9.567809e+05 +98 9.559848e+05 +99 9.719512e+05 +100 9.383039e+05 +101 9.568631e+05 +102 9.526505e+05 +103 9.440338e+05 +104 9.542759e+05 +105 9.546330e+05 +106 1.011619e+06 +107 9.308843e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,MLP,0.8581552505493164,"95 -255164.679766 +96 254846.062286 +97 515575.099945 +98 116276.210658 +99 230846.605408 +100 199913.603476 +101 436812.499715 +102 452393.624020 +103 332147.452858 +104 420477.254603 +105 464226.095064 +106 -25069.205566 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,IPTU,XGBoost,0.8674411773681641,"87 86962.468750 +88 113425.617188 +89 111439.203125 +90 106820.468750 +91 127830.820312 +92 94147.367188 +93 54906.691406 +94 40940.359375 +95 83535.718750 +96 107747.570312 +97 107727.000000 +98 107984.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ISS,XGBoost,0.8734157085418701,"96 54814.339844 +97 54591.597656 +98 56261.167969 +99 56261.167969 +100 54837.429688 +101 56261.167969 +102 62915.800781 +103 60619.726562 +104 60787.558594 +105 51752.023438 +106 50649.222656 +107 50640.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,ITBI,MLP,0.8774597644805908,"96 32436.593246 +97 37921.953017 +98 42819.882918 +99 52034.951011 +100 40868.205532 +101 31515.296685 +102 55058.977893 +103 39407.876885 +104 52938.858321 +105 62453.136832 +106 54010.775964 +107 56977.460166 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,MLP,0.9434008598327637,"96 1.385560e+06 +97 1.291242e+06 +98 1.281654e+06 +99 1.378329e+06 +100 1.259403e+06 +101 1.448032e+06 +102 1.486385e+06 +103 1.476546e+06 +104 1.579696e+06 +105 1.635474e+06 +106 1.713178e+06 +107 1.664650e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,MLP,1.1217892169952393,"96 -108481.259937 +97 6561.843588 +98 354970.526853 +99 18977.051435 +100 66161.253742 +101 251017.726964 +102 140649.610739 +103 134983.661339 +104 180448.975748 +105 176370.808153 +106 181069.166880 +107 -134318.029040 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,IPTU,XGBoost,1.8080506324768066,"96 17985436.0 +97 18037084.0 +98 17922568.0 +99 17841182.0 +100 17841182.0 +101 17757470.0 +102 17757470.0 +103 17757470.0 +104 17784422.0 +105 17784422.0 +106 18801308.0 +107 18790198.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ISS,MLP,2.9396398067474365,"96 7.399001e+06 +97 8.974486e+06 +98 9.042333e+06 +99 8.760222e+06 +100 9.077017e+06 +101 8.904240e+06 +102 8.901781e+06 +103 8.957665e+06 +104 8.873779e+06 +105 8.835979e+06 +106 8.960859e+06 +107 8.669912e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,ITBI,SES,1.4769577980041504,"96 3018503.50 +97 3009596.00 +98 2971293.75 +99 2998309.75 +100 2352800.50 +101 3007750.50 +102 3025832.75 +103 3033003.75 +104 2961943.00 +105 3030393.75 +106 3035310.75 +107 3048261.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,XGBoost,1.0653846263885498,"96 12279013.0 +97 11406854.0 +98 11240315.0 +99 11702468.0 +100 10973296.0 +101 11708398.0 +102 11708398.0 +103 10947437.0 +104 11732873.0 +105 11796164.0 +106 12116229.0 +107 11707365.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,XGBoost,1.4722797870635986,"96 9182321.0 +97 10076036.0 +98 10141444.0 +99 10976332.0 +100 10976332.0 +101 12436521.0 +102 12439416.0 +103 12439416.0 +104 12439416.0 +105 12439416.0 +106 12669413.0 +107 12394741.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,XGBoost,1.4071543216705322,"96 150436.531250 +97 177860.781250 +98 148598.484375 +99 162079.562500 +100 177125.140625 +101 161910.968750 +102 178267.250000 +103 186676.468750 +104 179140.531250 +105 190447.125000 +106 179194.812500 +107 179140.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,MLP,1.0033316612243652,"96 153499.443962 +97 163084.221525 +98 156990.775583 +99 145195.087530 +100 159295.731600 +101 131332.606547 +102 150632.011596 +103 169637.812265 +104 150616.387659 +105 143192.543299 +106 158580.871164 +107 137617.776022 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,MLP,0.9297575950622559,"96 81145.044364 +97 73824.420203 +98 55467.992139 +99 84631.920041 +100 77693.200723 +101 48911.434646 +102 73311.932772 +103 82807.968652 +104 81677.071229 +105 87401.053620 +106 82334.862807 +107 97465.211215 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,MLP,0.9088633060455322,"96 9.121510e+05 +97 8.525657e+05 +98 8.623532e+05 +99 9.283611e+05 +100 8.666429e+05 +101 9.925358e+05 +102 1.023084e+06 +103 1.025174e+06 +104 1.101230e+06 +105 1.148322e+06 +106 1.209173e+06 +107 1.142218e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,XGBoost,1.9613163471221924,"96 273885.25000 +97 346417.18750 +98 361154.68750 +99 374498.65625 +100 374562.96875 +101 418404.62500 +102 438012.78125 +103 462263.12500 +104 423701.46875 +105 423701.46875 +106 423715.12500 +107 368247.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,IPTU,MLP,2.3913519382476807,"78 59870.085793 +79 61299.554296 +80 29748.118520 +81 43442.097037 +82 56156.379918 +83 36674.401681 +84 -31267.124899 +85 21844.886590 +86 51475.084180 +87 53212.740906 +88 27654.280492 +89 33784.713356 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ISS,XGBoost,1.7245028018951416,"92 21995.876953 +93 26119.683594 +94 23552.027344 +95 24144.587891 +96 21695.046875 +97 22975.566406 +98 23648.962891 +99 22793.294922 +100 21505.908203 +101 22608.283203 +102 23830.765625 +103 23663.529297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,ITBI,XGBoost,1.105407953262329,"91 19570.000000 +92 28446.074219 +93 25893.443359 +94 26334.753906 +95 20953.955078 +96 27992.097656 +97 28722.064453 +98 26655.626953 +99 25816.199219 +100 27501.722656 +101 28328.203125 +102 26209.652344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,MLP,1.0652101039886475,"92 1.010815e+06 +93 9.501323e+05 +94 9.486779e+05 +95 1.030560e+06 +96 9.542914e+05 +97 1.095702e+06 +98 1.132152e+06 +99 1.133280e+06 +100 1.213888e+06 +101 1.260854e+06 +102 1.324162e+06 +103 1.296501e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,MLP,0.9569497108459473,"91 -79638.381075 +92 20764.180656 +93 234450.567185 +94 10265.184114 +95 84445.737239 +96 131985.667570 +97 93669.294629 +98 120198.135754 +99 100578.115270 +100 129981.946781 +101 141286.647668 +102 -132737.126626 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,IPTU,MLP,0.9369597434997559,"82 49322.265990 +83 37984.323882 +84 22418.199634 +85 37108.623108 +86 29166.667127 +87 -3120.005793 +88 8425.091082 +89 49055.086320 +90 42282.498190 +91 28445.386420 +92 35479.538263 +93 43187.495249 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ISS,MLP,0.9814486503601074,"96 57614.155244 +97 59197.338344 +98 71170.350549 +99 64384.923694 +100 66515.377230 +101 67323.371989 +102 68499.709409 +103 69596.131734 +104 72521.209312 +105 63525.015758 +106 68886.659949 +107 64206.674812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,ITBI,MLP,0.822106122970581,"95 38626.026784 +96 44077.573858 +97 44140.384610 +98 44664.067156 +99 48526.173380 +100 52864.836154 +101 56206.368920 +102 59466.569542 +103 47950.282752 +104 70352.124338 +105 66781.671770 +106 62564.986990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,MLP,0.8697366714477539,"96 1.056063e+06 +97 9.851149e+05 +98 9.801404e+05 +99 1.058867e+06 +100 9.719475e+05 +101 1.117385e+06 +102 1.150357e+06 +103 1.145014e+06 +104 1.226225e+06 +105 1.273534e+06 +106 1.335124e+06 +107 1.303461e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,MLP,1.2304153442382812,"96 -236012.769698 +97 -8513.129457 +98 455186.395215 +99 -151373.015337 +100 58330.753425 +101 324190.971080 +102 8069.568398 +103 120274.938043 +104 192084.697122 +105 102273.247507 +106 166773.285538 +107 -322573.480111 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,IPTU,MLP,1.7926409244537354,"95 723728.613647 +96 396114.804471 +97 -673146.917077 +98 887262.306475 +99 803662.194974 +100 -115379.715219 +101 509028.539646 +102 628078.904592 +103 443539.934548 +104 493267.256321 +105 462456.942309 +106 567108.873416 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ISS,XGBoost,2.3431763648986816,"96 409618.65625 +97 514869.78125 +98 528180.25000 +99 528520.56250 +100 586215.37500 +101 490617.25000 +102 528520.56250 +103 534499.68750 +104 534499.68750 +105 525299.81250 +106 525299.81250 +107 525299.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,ITBI,XGBoost,1.5507850646972656,"96 169701.953125 +97 166306.984375 +98 168630.390625 +99 171193.796875 +100 171482.546875 +101 167185.062500 +102 129012.960938 +103 147945.531250 +104 161641.062500 +105 161943.765625 +106 163784.093750 +107 161381.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,XGBoost,0.8714578151702881,"96 2232445.75 +97 2153704.50 +98 2148926.00 +99 2102560.25 +100 2099451.50 +101 2106205.00 +102 2105535.00 +103 2102072.75 +104 2105717.50 +105 2108830.50 +106 2181871.75 +107 2102742.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,MLP,0.7790956497192383,"89 -31220.833988 +90 228428.349726 +91 721256.289732 +92 228869.961539 +93 386316.324877 +94 582613.448707 +95 547824.363035 +96 638476.808733 +97 654041.391299 +98 680988.486960 +99 747076.877153 +100 -242450.642508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,IPTU,MLP,1.7173388004302979,"96 64266.358517 +97 44053.421575 +98 22644.876165 +99 47546.964426 +100 54606.310369 +101 49708.180582 +102 -60846.766828 +103 77920.384549 +104 93273.448390 +105 12017.637161 +106 41753.930766 +107 62981.782860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ISS,MLP,1.875838041305542,"96 19158.321833 +97 18992.761268 +98 19261.192046 +99 17754.335241 +100 17273.850767 +101 15079.969689 +102 20765.240366 +103 15037.151693 +104 21687.428873 +105 15750.094281 +106 13609.155778 +107 16252.147202 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,ITBI,MLP,1.4982731342315674,"96 79362.079720 +97 44315.594848 +98 30002.310169 +99 73853.792350 +100 36049.046224 +101 54371.720998 +102 72439.225708 +103 50336.745211 +104 64346.904099 +105 72124.077471 +106 63144.324304 +107 62336.756818 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,MLP,0.8809137344360352,"96 771034.217750 +97 720211.087533 +98 716650.942376 +99 774710.997708 +100 711432.710399 +101 817837.016444 +102 842806.460470 +103 840094.738863 +104 900677.571918 +105 935701.479718 +106 982904.819435 +107 959916.898658 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,MLP,2.511342763900757,"95 -9944.268342 +96 -40224.182000 +97 82718.982688 +98 30148.552886 +99 29485.741322 +100 62547.281797 +101 53794.526515 +102 93213.788911 +103 99080.262403 +104 90825.702153 +105 107037.981854 +106 -80162.171333 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,IPTU,AR,1.9124963283538818,"84 19625.927734 +85 20445.250000 +86 17931.330078 +87 19751.623047 +88 19647.537109 +89 17682.947266 +90 18386.279297 +91 18062.490234 +92 18082.009766 +93 19546.076172 +94 18968.203125 +95 18242.412109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ISS,XGBoost,1.502713680267334,"84 78905.906250 +85 85632.492188 +86 88215.875000 +87 89065.109375 +88 88345.984375 +89 88354.906250 +90 120928.375000 +91 78237.070312 +92 88365.750000 +93 88055.257812 +94 88979.632812 +95 78535.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,ITBI,MLP,0.9472174644470215,"84 287575.255394 +85 309929.653807 +86 360636.607905 +87 157755.308927 +88 219379.620802 +89 192774.469740 +90 162398.962928 +91 251804.241346 +92 308196.777398 +93 166325.430770 +94 348891.196146 +95 356263.693552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,MLP,1.0402941703796387,"84 2.020592e+06 +85 1.983846e+06 +86 1.892263e+06 +87 2.167745e+06 +88 2.119501e+06 +89 2.201955e+06 +90 1.794249e+06 +91 2.086309e+06 +92 2.341354e+06 +93 2.284976e+06 +94 2.234031e+06 +95 2.235762e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,XGBoost,0.7779533863067627,"84 34576.660156 +85 60305.621094 +86 71710.335938 +87 33896.257812 +88 46213.828125 +89 70211.398438 +90 62449.839844 +91 67160.875000 +92 71324.679688 +93 71637.976562 +94 72241.320312 +95 42130.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,IPTU,MLP,1.1390819549560547,"92 275016.833583 +93 -121590.857691 +94 137092.773937 +95 299964.085315 +96 109196.441933 +97 162148.374082 +98 196962.355439 +99 182715.334745 +100 228328.185839 +101 203493.710312 +102 215770.030816 +103 237262.330464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ISS,MLP,0.8557331562042236,"92 169844.928988 +93 180227.232197 +94 183184.308153 +95 171447.054624 +96 173432.588681 +97 162759.818799 +98 170428.214745 +99 145241.460999 +100 165726.927326 +101 172972.882891 +102 156694.439104 +103 128770.777914 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,ITBI,XGBoost,1.1283905506134033,"92 67694.398438 +93 151764.968750 +94 52681.406250 +95 83420.429688 +96 72748.914062 +97 49278.789062 +98 140560.218750 +99 151773.843750 +100 102461.929688 +101 84805.687500 +102 86360.382812 +103 91474.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,XGBoost,0.8151962757110596,"92 1584713.875 +93 1496759.250 +94 1494159.000 +95 1552686.000 +96 1424396.125 +97 1570417.125 +98 1570417.125 +99 1546295.625 +100 1554132.250 +101 1554556.875 +102 1568177.000 +103 1555682.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,MLP,1.3252677917480469,"91 47276.532087 +92 125165.598532 +93 209086.752563 +94 18693.622722 +95 90934.560614 +96 215352.350550 +97 198160.678661 +98 223682.735437 +99 253457.464054 +100 248162.853325 +101 301296.959909 +102 -38757.650587 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,IPTU,XGBoost,2.130000591278076,"96 739461.8750 +97 736254.6875 +98 683423.3125 +99 656430.0000 +100 640585.8750 +101 628431.9375 +102 587305.7500 +103 530076.9375 +104 621243.2500 +105 664822.5625 +106 668202.2500 +107 587305.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ISS,MLP,2.94201922416687,"96 2.165895e+06 +97 2.338639e+06 +98 2.446975e+06 +99 2.422154e+06 +100 2.546058e+06 +101 2.589024e+06 +102 2.591866e+06 +103 2.662774e+06 +104 2.513289e+06 +105 2.681051e+06 +106 2.741604e+06 +107 2.578454e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,ITBI,MLP,1.032247543334961,"96 657869.477989 +97 735129.688632 +98 758297.830764 +99 863392.655005 +100 763149.122509 +101 819917.024990 +102 818152.010878 +103 802685.366390 +104 649659.402151 +105 927526.769310 +106 875607.789777 +107 810680.816640 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,XGBoost,1.0176105499267578,"96 8336411.0 +97 8252264.5 +98 7600573.5 +99 8299146.0 +100 7391675.0 +101 8244709.5 +102 8365957.0 +103 8230133.0 +104 8482419.0 +105 8509832.0 +106 8519817.0 +107 7574440.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,SARIMAX,1.0199313163757324,"96 5209309.50 +97 5356509.00 +98 5165185.00 +99 4499877.00 +100 3990645.50 +101 4125280.50 +102 4131449.25 +103 4131449.25 +104 4994512.50 +105 5856310.50 +106 5940909.50 +107 5570613.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,IPTU,MLP,1.0848307609558105,"96 414189.429834 +97 262454.514612 +98 134346.343051 +99 -390345.694542 +100 550868.456081 +101 511099.357299 +102 -104570.179072 +103 238174.596381 +104 404147.812588 +105 247673.853753 +106 237292.846860 +107 254601.433269 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ISS,XGBoost,1.756242275238037,"96 242026.906250 +97 222025.640625 +98 212500.890625 +99 215968.312500 +100 220290.031250 +101 224014.296875 +102 227251.156250 +103 233963.968750 +104 215764.531250 +105 216052.734375 +106 212673.859375 +107 213277.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,ITBI,MLP,2.2554523944854736,"96 155436.931838 +97 115678.779291 +98 186344.363444 +99 153250.061751 +100 149881.370943 +101 182337.537085 +102 161849.141660 +103 126772.752555 +104 190832.072664 +105 161128.815007 +106 162397.439685 +107 159170.705817 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,MLP,1.8697338104248047,"96 1.808334e+06 +97 1.692121e+06 +98 1.687216e+06 +99 1.829368e+06 +100 1.686205e+06 +101 1.939004e+06 +102 2.002888e+06 +103 2.000104e+06 +104 2.146660e+06 +105 2.233785e+06 +106 2.348540e+06 +107 2.301883e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,MLP,1.0995841026306152,"96 -26781.976749 +97 109770.427061 +98 350734.641571 +99 62488.209122 +100 190399.043267 +101 282619.273522 +102 243168.642319 +103 277729.368787 +104 278878.767367 +105 300866.027167 +106 323320.473399 +107 -76602.161473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,0.9623720645904541,"84 20441.750000 +85 20601.552734 +86 30968.195312 +87 51362.804688 +88 48642.675781 +89 48642.675781 +90 51430.507812 +91 51435.761719 +92 77672.000000 +93 68818.757812 +94 95055.000000 +95 89819.757812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ISS,MLP,0.8664166927337646,"96 52324.424653 +97 60490.088520 +98 58021.476266 +99 50544.942523 +100 52322.185826 +101 53151.862002 +102 60388.854203 +103 62063.507960 +104 48292.437950 +105 51899.435302 +106 52626.037080 +107 48219.026324 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,XGBoost,1.4742820262908936,"94 2647.176270 +95 12700.306641 +96 7008.353027 +97 11097.457031 +98 6948.022949 +99 5997.493652 +100 11749.384766 +101 3402.135254 +102 10441.759766 +103 8645.739258 +104 2126.607666 +105 12207.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,MLP,0.9105081558227539,"96 1.184677e+06 +97 1.102170e+06 +98 1.098833e+06 +99 1.196971e+06 +100 1.103172e+06 +101 1.270726e+06 +102 1.314228e+06 +103 1.307401e+06 +104 1.405314e+06 +105 1.463756e+06 +106 1.536279e+06 +107 1.508292e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,MLP,1.1704444885253906,"96 -30519.174750 +97 8475.543016 +98 204757.605095 +99 72099.361245 +100 131276.219210 +101 136025.999733 +102 130091.070150 +103 167894.828839 +104 149245.422846 +105 159997.518107 +106 178546.367513 +107 -132832.462098 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,IPTU,XGBoost,0.9081237316131592,"87 222259.937500 +88 223457.218750 +89 199992.781250 +90 199078.140625 +91 197974.609375 +92 174844.984375 +93 194646.859375 +94 203953.281250 +95 184200.843750 +96 199856.265625 +97 208289.218750 +98 183950.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ISS,MLP,1.6701445579528809,"96 202806.642448 +97 209010.120946 +98 217976.525247 +99 201716.258945 +100 229318.497014 +101 235138.228012 +102 227438.111977 +103 218846.888447 +104 229923.001373 +105 216262.329244 +106 243479.519501 +107 238567.871936 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,ITBI,MLP,1.9230194091796875,"96 73838.676217 +97 65491.578341 +98 61048.661448 +99 74058.463421 +100 63439.687605 +101 76398.723214 +102 75686.342506 +103 77054.190666 +104 85852.470192 +105 78225.828511 +106 96724.104765 +107 95757.209070 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,MLP,1.9571220874786377,"96 1.426780e+06 +97 1.337864e+06 +98 1.331211e+06 +99 1.430748e+06 +100 1.311505e+06 +101 1.505069e+06 +102 1.547511e+06 +103 1.543071e+06 +104 1.648091e+06 +105 1.707949e+06 +106 1.789140e+06 +107 1.741113e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,MLP,1.599865436553955,"94 -25999.887625 +95 94617.814936 +96 350630.210240 +97 57492.605054 +98 236787.585029 +99 293878.554178 +100 274393.577920 +101 333158.371554 +102 333487.397746 +103 371367.490455 +104 392027.978831 +105 -179644.651884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,IPTU,MLP,0.8917675018310547,"92 325180.279035 +93 164846.145642 +94 -484734.858651 +95 557497.900494 +96 410980.939071 +97 -279690.472415 +98 283554.308926 +99 387010.031010 +100 36044.550451 +101 184421.919744 +102 258072.342492 +103 185393.445556 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ISS,MLP,1.2110357284545898,"96 81662.482385 +97 135745.218726 +98 104668.006879 +99 109402.874693 +100 123978.136425 +101 122544.936883 +102 128737.513268 +103 120300.018320 +104 90649.836338 +105 115180.249821 +106 120674.446756 +107 110325.997608 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,ITBI,MLP,0.9721236228942871,"96 4836.385491 +97 84899.668804 +98 70545.784348 +99 64388.226630 +100 66794.984014 +101 71201.318820 +102 101990.390921 +103 72116.965297 +104 82493.647524 +105 106447.704490 +106 70735.285757 +107 99822.379096 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,MLP,0.8436994552612305,"96 1.621031e+06 +97 1.527463e+06 +98 1.529774e+06 +99 1.666047e+06 +100 1.550591e+06 +101 1.367599e+06 +102 1.764349e+06 +103 1.771921e+06 +104 1.853654e+06 +105 1.972465e+06 +106 2.034601e+06 +107 2.004430e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,MLP,0.9531898498535156,"95 -356304.536485 +96 -76038.988912 +97 785096.002342 +98 -207878.385640 +99 97335.908355 +100 530059.834196 +101 71799.691495 +102 275489.716509 +103 307334.683294 +104 203291.290248 +105 374989.870346 +106 -751031.990268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,IPTU,AR,1.0190143585205078,"96 156448.500000 +97 165594.546875 +98 163963.281250 +99 155694.781250 +100 151308.281250 +101 153369.015625 +102 168790.343750 +103 167060.187500 +104 168790.343750 +105 184051.375000 +106 184051.375000 +107 161283.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ISS,MLP,1.053666591644287,"96 540574.579566 +97 533423.723064 +98 588113.599990 +99 558470.026220 +100 610046.815056 +101 588072.322160 +102 625727.461771 +103 627631.270110 +104 604959.399059 +105 627394.299347 +106 670356.383919 +107 528613.246262 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,ITBI,MLP,1.0826187133789062,"96 186215.148922 +97 167847.314872 +98 164654.639180 +99 190760.429771 +100 213705.688775 +101 190508.604648 +102 226707.919668 +103 209759.015132 +104 176667.018554 +105 230068.772567 +106 219258.595419 +107 250994.093900 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,MLP,2.367154836654663,"96 3.782212e+06 +97 3.533627e+06 +98 3.516074e+06 +99 3.797495e+06 +100 3.485693e+06 +101 4.005504e+06 +102 4.124212e+06 +103 4.109035e+06 +104 4.401677e+06 +105 4.566632e+06 +106 4.791915e+06 +107 4.673356e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,MLP,2.1701595783233643,"94 -1.049131e+06 +95 3.873373e+05 +96 1.578928e+06 +97 -1.368125e+05 +98 3.682847e+05 +99 9.605730e+05 +100 7.143766e+05 +101 6.773705e+05 +102 6.355872e+05 +103 8.403616e+05 +104 9.064006e+05 +105 -4.753015e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,IPTU,MLP,1.6862518787384033,"91 89565.489878 +92 61535.589283 +93 34964.752388 +94 36776.987853 +95 -31840.306701 +96 90770.637576 +97 76419.675112 +98 20957.850199 +99 61172.869734 +100 69011.629141 +101 66642.695923 +102 59706.248447 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ISS,XGBoost,1.1741743087768555,"96 29518.800781 +97 30541.998047 +98 31327.437500 +99 28571.054688 +100 29505.224609 +101 29528.679688 +102 30197.921875 +103 29325.046875 +104 29967.998047 +105 29374.267578 +106 29511.185547 +107 29362.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,ITBI,XGBoost,0.8835639953613281,"93 7580.942871 +94 16543.984375 +95 7122.464844 +96 22330.605469 +97 21670.535156 +98 13508.941406 +99 21760.951172 +100 10341.641602 +101 6415.715332 +102 12649.761719 +103 18800.009766 +104 13400.291016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,MLP,0.8743865489959717,"96 1.166550e+06 +97 1.095208e+06 +98 1.093341e+06 +99 1.188976e+06 +100 1.101273e+06 +101 1.265947e+06 +102 1.309288e+06 +103 1.310981e+06 +104 1.406249e+06 +105 1.463207e+06 +106 1.539097e+06 +107 1.509944e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,MLP,0.8634095191955566,"96 17393.635995 +97 75108.029045 +98 114070.544660 +99 69725.157334 +100 49337.054926 +101 120518.764660 +102 130115.510086 +103 118959.086813 +104 132013.096145 +105 138610.401042 +106 150540.164473 +107 14093.300987 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,IPTU,XGBoost,0.9351136684417725,"66 20243.710938 +67 20686.320312 +68 23372.414062 +69 23307.611328 +70 20388.068359 +71 20366.728516 +72 19284.271484 +73 17616.531250 +74 19433.476562 +75 19769.523438 +76 20007.906250 +77 19769.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ISS,XGBoost,0.9433248043060303,"96 33564.609375 +97 30115.060547 +98 22760.843750 +99 31169.408203 +100 32358.863281 +101 32307.238281 +102 33655.691406 +103 20958.548828 +104 31064.808594 +105 33585.941406 +106 20958.548828 +107 20969.812500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,ITBI,MLP,1.1527290344238281,"95 38501.622266 +96 37370.248888 +97 41162.654204 +98 45770.931746 +99 44949.044743 +100 7081.990794 +101 6338.610122 +102 18712.563108 +103 31449.599792 +104 33576.057705 +105 30610.688018 +106 41563.030417 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8780949115753174,"96 414273.28125 +97 379122.50000 +98 369997.84375 +99 379402.71875 +100 379466.03125 +101 378757.37500 +102 378183.62500 +103 398110.50000 +104 398255.68750 +105 379317.00000 +106 393923.09375 +107 363788.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,XGBoost,0.8811070919036865,"96 63504.148438 +97 68252.140625 +98 63504.910156 +99 63504.910156 +100 82363.281250 +101 68174.148438 +102 68154.984375 +103 71363.296875 +104 80999.906250 +105 81038.187500 +106 81038.187500 +107 81019.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,IPTU,HWES,2.061037063598633,"96 35635.519531 +97 36053.968750 +98 45883.335938 +99 45883.335938 +100 60198.070312 +101 91052.226562 +102 121259.851562 +103 121259.851562 +104 128713.164062 +105 139582.796875 +106 139582.796875 +107 139582.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ISS,XGBoost,1.5075321197509766,"96 28082.552734 +97 22964.574219 +98 24751.529297 +99 26840.296875 +100 26384.109375 +101 33232.371094 +102 32861.296875 +103 32802.687500 +104 32188.673828 +105 32216.113281 +106 26854.892578 +107 26854.892578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,ITBI,MLP,0.9256372451782227,"96 108494.404444 +97 86850.897117 +98 47718.775959 +99 89597.888266 +100 19652.208677 +101 34843.906944 +102 107904.287187 +103 107433.068872 +104 81047.934732 +105 59516.466354 +106 59562.953840 +107 125571.318332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,MLP,0.9020206928253174,"96 1.446335e+06 +97 1.357828e+06 +98 1.353797e+06 +99 1.468700e+06 +100 1.357842e+06 +101 1.559651e+06 +102 1.609710e+06 +103 1.610422e+06 +104 1.724190e+06 +105 1.790128e+06 +106 1.880249e+06 +107 1.838162e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,MLP,0.850339412689209,"96 -19087.277766 +97 39482.149898 +98 106684.712963 +99 -3400.498654 +100 53241.920849 +101 89598.892685 +102 84127.599059 +103 94335.692866 +104 86477.130370 +105 102555.635907 +106 106282.834509 +107 -28363.093102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,IPTU,AR,1.148888111114502,"96 26765.248047 +97 24822.556641 +98 15936.961914 +99 21579.130859 +100 19129.841797 +101 19192.882812 +102 18728.333984 +103 20107.603516 +104 18855.453125 +105 20370.390625 +106 19327.564453 +107 22879.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ISS,MLP,1.175769329071045,"96 119059.461715 +97 116068.855523 +98 129471.009908 +99 118747.742453 +100 122202.566366 +101 109955.942824 +102 119418.995369 +103 116924.740423 +104 102633.579756 +105 109020.746246 +106 111721.260683 +107 67044.102605 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,ITBI,MLP,0.8853964805603027,"96 36449.529672 +97 30890.337425 +98 26597.587353 +99 38533.050842 +100 30812.608706 +101 36684.738506 +102 42908.010579 +103 36606.374557 +104 43718.342967 +105 40953.980993 +106 44990.548380 +107 49231.749334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,XGBoost,0.8988063335418701,"96 553671.18750 +97 506831.37500 +98 511666.06250 +99 536396.12500 +100 448795.56250 +101 490691.06250 +102 487284.81250 +103 448256.09375 +104 487603.00000 +105 500522.31250 +106 502746.68750 +107 406020.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,MLP,1.0538833141326904,"93 6853.220947 +94 75989.835701 +95 142937.456706 +96 20659.235132 +97 109979.741727 +98 152351.491166 +99 112301.982177 +100 138553.013322 +101 145461.838914 +102 147634.222780 +103 159297.715048 +104 19604.993699 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,IPTU,XGBoost,1.7270290851593018,"96 540914.75000 +97 548172.06250 +98 866919.00000 +99 977713.68750 +100 731831.06250 +101 374580.09375 +102 990012.12500 +103 731831.06250 +104 771073.93750 +105 771073.93750 +106 977713.68750 +107 977713.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ISS,MLP,2.3916263580322266,"96 1.800971e+06 +97 1.888920e+06 +98 1.960502e+06 +99 1.944298e+06 +100 1.643175e+06 +101 1.828040e+06 +102 1.838689e+06 +103 1.815988e+06 +104 1.862972e+06 +105 1.695476e+06 +106 1.729593e+06 +107 1.730910e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,ITBI,MLP,1.588618516921997,"96 638725.679266 +97 646525.904474 +98 554853.892894 +99 658712.915579 +100 689110.563559 +101 735284.952474 +102 721852.348399 +103 781160.852641 +104 699361.000783 +105 780776.738495 +106 836211.990332 +107 803995.062327 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,XGBoost,0.9204695224761963,"96 4408279.5 +97 4173378.5 +98 4457298.0 +99 4714965.0 +100 4531632.5 +101 4312284.5 +102 4334215.5 +103 4456309.0 +104 4332160.5 +105 4332158.5 +106 4403612.0 +107 4279171.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,MLP,1.1219611167907715,"96 -5.985875e+05 +97 2.220700e+05 +98 2.718939e+06 +99 2.100392e+05 +100 7.400966e+05 +101 2.005622e+06 +102 1.503948e+06 +103 1.544624e+06 +104 1.578873e+06 +105 1.743381e+06 +106 1.956552e+06 +107 -1.495433e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,XGBoost,0.8904955387115479,"94 174887.687500 +95 168042.453125 +96 169887.015625 +97 170465.875000 +98 169887.015625 +99 150601.890625 +100 150706.375000 +101 153385.500000 +102 150212.750000 +103 153385.500000 +104 152951.828125 +105 167563.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,MLP,1.0464458465576172,"96 185539.821477 +97 213901.708082 +98 212738.901823 +99 215595.112823 +100 226251.986369 +101 228405.751936 +102 181807.975565 +103 166186.664896 +104 219241.126181 +105 189946.761514 +106 197045.144003 +107 204496.225590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,MLP,1.2208821773529053,"96 352399.865074 +97 312235.820579 +98 291426.265519 +99 305643.419860 +100 308970.130181 +101 201077.076894 +102 279390.507545 +103 191535.351581 +104 324272.084440 +105 370188.529021 +106 370534.850932 +107 370587.195534 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,MLP,0.9004776477813721,"96 2.434046e+06 +97 2.262250e+06 +98 2.260003e+06 +99 2.464885e+06 +100 2.287352e+06 +101 2.631422e+06 +102 2.722990e+06 +103 2.729541e+06 +104 2.928027e+06 +105 3.047235e+06 +106 3.206427e+06 +107 3.150901e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,MLP,0.9646117687225342,"96 7071.505052 +97 82604.555404 +98 363137.046007 +99 39327.618344 +100 167798.321717 +101 318169.791427 +102 255518.940173 +103 305867.007406 +104 319570.846651 +105 310564.618639 +106 360154.413409 +107 -84115.534956 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,IPTU,SARIMAX,1.288445234298706,"83 22625.585938 +84 18409.914062 +85 18465.945312 +86 17699.953125 +87 -24533.277344 +88 5156.116699 +89 6326.054199 +90 5522.000977 +91 5166.453613 +92 4597.963867 +93 5154.151367 +94 4332.616699 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ISS,MLP,1.0683653354644775,"84 58281.110829 +85 57695.795522 +86 51326.531366 +87 51171.828050 +88 61757.529890 +89 52759.401838 +90 57572.062364 +91 72315.235130 +92 68279.829485 +93 73089.497784 +94 80773.890393 +95 79928.371878 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,ITBI,MLP,0.9341909885406494,"83 99468.084096 +84 68708.791293 +85 56870.165000 +86 90022.688891 +87 -33702.250892 +88 59749.244366 +89 114820.500573 +90 66849.085689 +91 83599.341555 +92 87593.438878 +93 105716.799585 +94 106408.410145 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,MLP,0.944258451461792,"84 8.186151e+05 +85 7.797534e+05 +86 7.881280e+05 +87 8.651543e+05 +88 8.173326e+05 +89 9.426953e+05 +90 9.901614e+05 +91 1.006702e+06 +92 1.090458e+06 +93 1.151935e+06 +94 1.225845e+06 +95 1.236062e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,MLP,1.393592119216919,"84 -8583.931005 +85 30454.293412 +86 76094.658797 +87 -1672.176925 +88 35169.591040 +89 72149.243824 +90 59499.561734 +91 61755.064611 +92 65383.482098 +93 71384.284658 +94 78831.266168 +95 -15021.494705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,IPTU,MLP,1.4119391441345215,"96 385489.775562 +97 325740.796317 +98 190125.920050 +99 212304.983501 +100 -123197.030550 +101 343955.744684 +102 371398.564508 +103 162963.029888 +104 247218.014023 +105 322620.752069 +106 340521.594001 +107 337988.846198 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ISS,AR,1.1056773662567139,"96 394843.6875 +97 394843.6875 +98 394883.1250 +99 394883.1250 +100 394883.1250 +101 394883.1250 +102 394883.1250 +103 394883.1250 +104 394883.1250 +105 394883.1250 +106 394883.1250 +107 394883.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,ITBI,MLP,1.9251248836517334,"96 121440.738803 +97 110348.887558 +98 115006.694957 +99 96773.588697 +100 106051.170532 +101 110990.851399 +102 131262.016074 +103 139735.866690 +104 133766.075249 +105 169376.917814 +106 159998.754402 +107 173052.304534 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,MLP,2.7642762660980225,"96 1.665093e+06 +97 1.673102e+06 +98 1.668724e+06 +99 1.792586e+06 +100 1.660242e+06 +101 1.897068e+06 +102 1.961271e+06 +103 1.960164e+06 +104 2.096949e+06 +105 2.175911e+06 +106 2.282084e+06 +107 2.223202e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,XGBoost,1.9587311744689941,"96 5.872086e+05 +97 6.671196e+05 +98 6.626528e+05 +99 7.465564e+05 +100 8.092745e+05 +101 8.633902e+05 +102 9.361699e+05 +103 9.361699e+05 +104 1.024913e+06 +105 1.024913e+06 +106 1.024913e+06 +107 8.865211e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,IPTU,SARIMAX,1.3997266292572021,"94 120613.898438 +95 161209.750000 +96 223763.078125 +97 234951.953125 +98 239753.718750 +99 239753.718750 +100 239600.156250 +101 239600.156250 +102 239600.156250 +103 239600.156250 +104 239600.156250 +105 239600.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ISS,XGBoost,0.9460761547088623,"96 64053.835938 +97 63197.679688 +98 64005.386719 +99 72458.984375 +100 72124.203125 +101 72551.320312 +102 72551.320312 +103 72437.718750 +104 72478.820312 +105 72458.984375 +106 72437.718750 +107 72458.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,ITBI,MLP,2.327953338623047,"94 39105.292477 +95 34248.769854 +96 32204.579438 +97 30575.899675 +98 38467.998806 +99 29386.219992 +100 39031.080278 +101 20377.064618 +102 39955.424770 +103 43523.326480 +104 47661.218126 +105 42766.354463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,MLP,1.7509829998016357,"96 9.399025e+05 +97 8.739840e+05 +98 8.702604e+05 +99 9.456038e+05 +100 8.691358e+05 +101 1.000360e+06 +102 1.032169e+06 +103 1.025378e+06 +104 1.100314e+06 +105 1.142938e+06 +106 1.197413e+06 +107 1.170422e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,MLP,1.7972946166992188,"96 -241183.062600 +97 -35529.180069 +98 583565.134052 +99 -74348.761171 +100 -458.163807 +101 407162.145832 +102 118116.240387 +103 90981.770239 +104 258568.349856 +105 195962.993614 +106 169765.711255 +107 -258890.551804 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,IPTU,MLP,1.8189737796783447,"96 3.700883e+06 +97 2.757497e+06 +98 9.332510e+05 +99 -2.358898e+06 +100 4.032346e+06 +101 4.057252e+06 +102 1.181367e+06 +103 2.151146e+06 +104 2.678900e+06 +105 3.224778e+06 +106 3.153532e+06 +107 2.662185e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ISS,MLP,0.9633021354675293,"96 9.962315e+05 +97 1.145829e+06 +98 9.668971e+05 +99 1.094578e+06 +100 1.114410e+06 +101 1.101710e+06 +102 1.117109e+06 +103 1.039336e+06 +104 1.109906e+06 +105 1.159751e+06 +106 1.091839e+06 +107 1.110228e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,ITBI,XGBoost,1.2078375816345215,"96 440353.09375 +97 373848.03125 +98 425418.37500 +99 476148.15625 +100 396252.00000 +101 356998.00000 +102 482140.31250 +103 359360.93750 +104 358715.96875 +105 478868.37500 +106 442311.78125 +107 393307.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,MLP,0.984654426574707,"96 2.871070e+06 +97 2.677477e+06 +98 2.666652e+06 +99 2.899411e+06 +100 2.670827e+06 +101 3.072650e+06 +102 3.172507e+06 +103 3.161122e+06 +104 3.392671e+06 +105 3.527014e+06 +106 3.704058e+06 +107 3.622833e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,XGBoost,1.0284817218780518,"96 1250773.250 +97 1114505.125 +98 1424536.125 +99 1424536.125 +100 1441131.375 +101 1441131.375 +102 1517644.750 +103 1585074.000 +104 2295074.500 +105 2393002.250 +106 2393002.250 +107 1484219.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,IPTU,MLP,1.4555680751800537,"96 147820.864371 +97 146547.354959 +98 106784.668245 +99 121911.775826 +100 11616.263444 +101 -9462.004291 +102 163064.367460 +103 113198.546256 +104 69954.129973 +105 131336.269842 +106 142937.745606 +107 152328.129337 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ISS,MLP,1.0160801410675049,"96 158127.470489 +97 193419.855255 +98 197042.628641 +99 190814.628340 +100 210914.512275 +101 168813.370999 +102 128642.515225 +103 154704.648956 +104 165159.538629 +105 187088.103919 +106 174141.900251 +107 121425.234595 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,ITBI,XGBoost,1.164785385131836,"96 36697.039062 +97 44219.777344 +98 37829.902344 +99 34474.566406 +100 25564.330078 +101 33719.308594 +102 33378.855469 +103 31561.701172 +104 22651.435547 +105 28155.601562 +106 31143.281250 +107 25928.373047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,XGBoost,1.7436962127685547,"96 806406.0000 +97 787824.1250 +98 757716.5625 +99 803843.7500 +100 765545.3125 +101 770383.6250 +102 768449.3125 +103 746287.7500 +104 746153.3750 +105 756121.5625 +106 762631.4375 +107 740407.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,MLP,1.65751314163208,"96 -77698.742215 +97 67750.113412 +98 400881.596457 +99 22483.930031 +100 158547.075466 +101 326882.357862 +102 218457.866915 +103 236366.475802 +104 255392.349062 +105 284537.972070 +106 297113.120030 +107 -156413.793812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,IPTU,MLP,1.7284042835235596,"96 190002.192439 +97 153306.668012 +98 65585.743606 +99 189022.219315 +100 207924.109382 +101 203835.033598 +102 203815.152928 +103 183416.216770 +104 221468.416861 +105 215423.231877 +106 206652.579549 +107 137917.243629 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ISS,MLP,1.2802886962890625,"96 324149.965943 +97 354722.157466 +98 362739.494814 +99 368324.699616 +100 350405.719474 +101 393359.988141 +102 379678.056093 +103 386878.506751 +104 408826.376974 +105 404954.543958 +106 398295.928924 +107 395420.624908 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,ITBI,XGBoost,1.3819575309753418,"96 8.038775e+05 +97 1.003487e+06 +98 1.003487e+06 +99 1.003487e+06 +100 1.003487e+06 +101 1.003487e+06 +102 1.003487e+06 +103 1.003487e+06 +104 1.003487e+06 +105 1.003487e+06 +106 1.003487e+06 +107 7.061429e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,XGBoost,0.8876361846923828,"96 2431221.75 +97 2423712.50 +98 2258070.00 +99 2419447.25 +100 2197045.00 +101 2284359.75 +102 2392176.00 +103 2417460.50 +104 2420555.25 +105 2420555.25 +106 2529897.00 +107 2184940.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,MLP,1.6292600631713867,"96 1225.431688 +97 158418.928388 +98 355258.861663 +99 57437.891468 +100 142687.022104 +101 291603.680564 +102 274470.765999 +103 311165.533068 +104 309752.409142 +105 331732.183703 +106 364166.690456 +107 -57400.000100 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,IPTU,XGBoost,1.1925549507141113,"96 47572.621094 +97 47826.964844 +98 49302.691406 +99 50068.406250 +100 49502.109375 +101 38586.285156 +102 29391.000000 +103 33396.234375 +104 32545.816406 +105 37236.718750 +106 39802.527344 +107 36001.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ISS,MLP,1.0331580638885498,"96 82300.863672 +97 90294.365699 +98 105980.344608 +99 95274.794057 +100 122188.753328 +101 126564.172334 +102 118516.105090 +103 130967.950273 +104 142971.189746 +105 150072.317537 +106 159669.012684 +107 91176.998273 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,ITBI,XGBoost,0.9481048583984375,"96 31893.898438 +97 67291.390625 +98 31868.537109 +99 31315.244141 +100 33334.781250 +101 22093.541016 +102 26489.312500 +103 38538.152344 +104 39140.503906 +105 28593.785156 +106 32803.804688 +107 24448.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,MLP,1.1003656387329102,"96 1.847688e+06 +97 1.857693e+06 +98 1.938383e+06 +99 1.939373e+06 +100 2.048419e+06 +101 2.167327e+06 +102 1.991172e+06 +103 2.300578e+06 +104 2.265370e+06 +105 2.370183e+06 +106 2.670997e+06 +107 2.526290e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,MLP,1.548630714416504,"96 127780.749979 +97 135763.929367 +98 244301.530184 +99 213508.782820 +100 210147.242247 +101 180120.075510 +102 95055.606427 +103 119019.022334 +104 196873.587601 +105 196500.287392 +106 50037.208607 +107 -67124.168107 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,IPTU,XGBoost,3.8897886276245117,"91 4756.221680 +92 4354.866699 +93 4774.673340 +94 4713.177246 +95 5944.112305 +96 5942.573730 +97 6028.762207 +98 6005.990723 +99 6039.624512 +100 6061.146973 +101 6004.964355 +102 6039.624512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ISS,XGBoost,1.0548536777496338,"96 69189.757812 +97 8015.723633 +98 16106.331055 +99 15305.919922 +100 21870.382812 +101 26815.625000 +102 45365.308594 +103 54476.410156 +104 58228.804688 +105 15106.511719 +106 12963.870117 +107 49511.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,ITBI,XGBoost,1.0553741455078125,"84 112034.320312 +85 71903.953125 +86 97006.750000 +87 125986.140625 +88 155126.250000 +89 142366.937500 +90 142114.156250 +91 162915.140625 +92 207752.656250 +93 207990.875000 +94 275538.281250 +95 275538.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,MLP,0.79129958152771,"96 9.582526e+05 +97 8.922100e+05 +98 8.852263e+05 +99 9.522891e+05 +100 8.101543e+05 +101 1.048394e+06 +102 1.024972e+06 +103 1.009968e+06 +104 1.089156e+06 +105 1.115040e+06 +106 1.168354e+06 +107 1.135407e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,MLP,1.0166585445404053,"84 15118.852730 +85 17583.675583 +86 35169.914563 +87 32491.265675 +88 11039.706163 +89 11627.971002 +90 33827.631492 +91 45000.237633 +92 43238.559364 +93 41852.735721 +94 46872.022023 +95 17259.125578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,IPTU,MLP,0.9850268363952637,"84 106402.729601 +85 84851.726998 +86 53106.301742 +87 -34734.932341 +88 27786.776874 +89 105952.482139 +90 71455.551855 +91 68134.279065 +92 77557.771644 +93 89494.200564 +94 98719.612967 +95 87229.640649 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ISS,MLP,1.0435397624969482,"96 79693.181978 +97 61825.175753 +98 80526.396701 +99 75826.828139 +100 83154.645610 +101 85508.101514 +102 79399.488528 +103 92517.818989 +104 79864.850705 +105 95767.401890 +106 87600.269119 +107 48691.611473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,ITBI,MLP,0.9397344589233398,"96 25070.542343 +97 31172.776573 +98 18928.766936 +99 26022.598453 +100 16048.622738 +101 25251.231952 +102 28011.803208 +103 26895.987208 +104 29909.019786 +105 32259.569162 +106 34088.560580 +107 39285.862545 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,XGBoost,0.8691506385803223,"96 678824.1875 +97 669775.8750 +98 622795.2500 +99 627073.3750 +100 592829.8750 +101 616220.5000 +102 640260.3750 +103 594845.7500 +104 631673.9375 +105 651617.0625 +106 617809.0625 +107 628344.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,MLP,1.766258716583252,"96 -55520.806007 +97 29912.645952 +98 184242.449175 +99 -16168.036269 +100 72611.880940 +101 156092.344411 +102 83603.173089 +103 101499.328677 +104 124121.355880 +105 118164.169766 +106 126870.126833 +107 -83355.992567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,IPTU,AR,1.801863670349121,"96 24943.830078 +97 29802.677734 +98 39981.382812 +99 39709.406250 +100 40493.929688 +101 40480.605469 +102 40231.167969 +103 40918.949219 +104 43520.007812 +105 70440.429688 +106 69417.148438 +107 69001.031250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ISS,MLP,1.7912256717681885,"96 134744.020936 +97 139223.691186 +98 133989.089189 +99 122705.714666 +100 137697.413280 +101 133679.141464 +102 144996.114816 +103 135719.332156 +104 125086.090834 +105 142151.022251 +106 144294.368114 +107 141612.436690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,ITBI,XGBoost,1.3186078071594238,"96 17582.263672 +97 10320.456055 +98 22154.832031 +99 21092.478516 +100 16675.771484 +101 21809.435547 +102 18796.421875 +103 7431.470703 +104 23718.820312 +105 21106.980469 +106 10157.557617 +107 20057.402344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,MLP,0.8651063442230225,"96 601399.898934 +97 555824.489616 +98 556171.693588 +99 605623.707446 +100 555957.098037 +101 640068.645276 +102 660312.802563 +103 657802.851954 +104 738777.823890 +105 742403.665805 +106 779598.858539 +107 767818.201323 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,XGBoost,0.8943071365356445,"96 142285.406250 +97 142285.406250 +98 146031.500000 +99 148413.265625 +100 148413.265625 +101 148413.265625 +102 251059.437500 +103 251059.437500 +104 196374.984375 +105 251059.437500 +106 251059.437500 +107 196374.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,IPTU,XGBoost,1.295231819152832,"90 8328.085938 +91 8237.479492 +92 8440.697266 +93 9175.661133 +94 5411.901367 +95 4081.392578 +96 6271.455078 +97 6244.457520 +98 6636.652832 +99 6698.563477 +100 6761.363770 +101 7846.485840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ISS,XGBoost,1.0380439758300781,"96 47325.308594 +97 44736.492188 +98 45674.398438 +99 59862.289062 +100 49430.835938 +101 59230.894531 +102 56042.136719 +103 56809.515625 +104 49531.960938 +105 56908.347656 +106 47109.398438 +107 56809.515625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,ITBI,XGBoost,0.8353545665740967,"95 50570.464844 +96 69540.054688 +97 61998.523438 +98 55448.785156 +99 62371.359375 +100 27397.675781 +101 55469.207031 +102 63587.792969 +103 24873.037109 +104 24414.312500 +105 57752.152344 +106 69760.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,MLP,0.8945631980895996,"96 1.988872e+06 +97 1.887493e+06 +98 1.902153e+06 +99 2.073181e+06 +100 1.941789e+06 +101 2.235546e+06 +102 2.335388e+06 +103 2.359083e+06 +104 2.544818e+06 +105 2.672966e+06 +106 2.826676e+06 +107 2.826805e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,MLP,1.014455795288086,"96 -6267.726168 +97 25594.880094 +98 62654.968562 +99 11091.889508 +100 44027.867245 +101 59541.193353 +102 54528.499916 +103 53605.695926 +104 55864.828992 +105 65727.856529 +106 65743.007189 +107 -14656.030844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,IPTU,XGBoost,1.8410193920135498,"96 8.896727e+05 +97 9.012876e+05 +98 8.361148e+05 +99 4.137349e+05 +100 4.102808e+05 +101 4.281826e+05 +102 4.209525e+05 +103 4.177076e+05 +104 4.270910e+05 +105 7.010576e+05 +106 1.426334e+06 +107 9.715759e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ISS,SARIMAX,2.4805874824523926,"96 987444.375 +97 987444.375 +98 1008212.625 +99 1008212.625 +100 1008212.625 +101 1020003.125 +102 1020003.125 +103 1020003.125 +104 1020003.125 +105 1020003.125 +106 1020003.125 +107 1020003.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,ITBI,XGBoost,0.7473163604736328,"96 155647.375000 +97 155801.906250 +98 156441.562500 +99 182697.140625 +100 156438.953125 +101 156548.859375 +102 156296.593750 +103 153808.781250 +104 156296.593750 +105 156306.593750 +106 155899.703125 +107 153422.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,MLP,0.9326741695404053,"96 3.652806e+06 +97 3.422501e+06 +98 3.404788e+06 +99 3.678948e+06 +100 3.375384e+06 +101 3.647474e+06 +102 4.178661e+06 +103 3.978821e+06 +104 4.234582e+06 +105 4.447120e+06 +106 4.622681e+06 +107 4.533709e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,MLP,0.9825043678283691,"94 -3.220896e+05 +95 4.889856e+05 +96 1.421906e+06 +97 2.201524e+05 +98 8.045168e+05 +99 1.184135e+06 +100 1.017783e+06 +101 1.114003e+06 +102 1.104811e+06 +103 1.243491e+06 +104 1.311154e+06 +105 -3.717921e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,IPTU,AR,1.2087321281433105,"96 125820.828125 +97 121876.085938 +98 122344.515625 +99 122962.625000 +100 122962.625000 +101 122962.625000 +102 123102.867188 +103 122962.625000 +104 123612.062500 +105 123184.601562 +106 123184.601562 +107 123102.867188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ISS,MLP,0.7837004661560059,"96 138978.040904 +97 123650.643738 +98 160573.043601 +99 148720.881426 +100 140966.753840 +101 158975.331139 +102 163092.368028 +103 169774.320429 +104 170003.305090 +105 177501.927897 +106 189253.652967 +107 170371.250892 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,ITBI,MLP,1.744753122329712,"96 57985.273846 +97 137876.945589 +98 95069.612614 +99 146653.377702 +100 54356.606303 +101 115407.041318 +102 151574.541287 +103 -132877.753362 +104 137197.117915 +105 163713.716351 +106 -155709.012948 +107 80006.942173 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,XGBoost,1.862858533859253,"96 1226053.500 +97 1203867.375 +98 1233710.375 +99 1261660.625 +100 1095065.125 +101 1248929.750 +102 1253004.750 +103 1329516.000 +104 1325570.125 +105 1334834.250 +106 1344905.250 +107 1250110.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,XGBoost,1.9409332275390625,"84 359351.281250 +85 254805.843750 +86 169545.859375 +87 214513.171875 +88 194207.921875 +89 202855.328125 +90 358680.656250 +91 425042.437500 +92 131807.453125 +93 257376.921875 +94 423635.250000 +95 264216.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,IPTU,SARIMAX,1.0294320583343506,"78 8579.951172 +79 8791.026367 +80 10099.011719 +81 10590.001953 +82 4091.523193 +83 4971.947754 +84 8096.669434 +85 7393.948242 +86 7424.115234 +87 7776.250000 +88 8062.039551 +89 10061.467773 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ISS,MLP,1.0533137321472168,"84 27442.759962 +85 41114.940178 +86 39716.910237 +87 44664.674510 +88 41700.156725 +89 30671.217710 +90 39926.272899 +91 38368.551985 +92 40832.607344 +93 39798.162448 +94 39315.526196 +95 40627.912562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,ITBI,XGBoost,0.9053072929382324,"82 43361.507812 +83 29526.904297 +84 43102.437500 +85 43675.582031 +86 22979.431641 +87 16561.304688 +88 30874.978516 +89 37965.757812 +90 29442.753906 +91 36294.710938 +92 16559.755859 +93 39592.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,MLP,1.8833842277526855,"84 1.515808e+06 +85 1.428008e+06 +86 1.427499e+06 +87 1.556609e+06 +88 1.449005e+06 +89 1.663731e+06 +90 1.721503e+06 +91 1.726743e+06 +92 1.849408e+06 +93 1.921805e+06 +94 2.018860e+06 +95 1.981342e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,1.6300456523895264,"84 21505.818359 +85 26183.478516 +86 42052.371094 +87 39221.476562 +88 20258.300781 +89 26942.263672 +90 28109.623047 +91 28407.273438 +92 33602.292969 +93 32790.328125 +94 33602.292969 +95 30522.896484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,IPTU,MLP,2.3720061779022217,"96 18642.691846 +97 15857.714749 +98 12574.006389 +99 8991.807721 +100 -8805.105437 +101 17024.780108 +102 20666.655801 +103 10487.567846 +104 13573.347247 +105 15717.935998 +106 18798.888122 +107 16861.256040 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ISS,XGBoost,1.2042465209960938,"96 15266.495117 +97 16343.772461 +98 18082.849609 +99 8095.077148 +100 7929.891602 +101 8095.428223 +102 14210.351562 +103 19875.935547 +104 8774.939453 +105 19197.361328 +106 6689.958984 +107 8603.966797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,ITBI,MLP,1.624431848526001,"96 13912.179895 +97 17683.914928 +98 14565.196074 +99 11203.692771 +100 16938.571370 +101 14802.626719 +102 14439.140383 +103 22532.831862 +104 10991.521294 +105 18385.344894 +106 18043.433307 +107 17522.679670 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,XGBoost,1.0022046566009521,"96 296216.687500 +97 263832.500000 +98 263040.406250 +99 284163.750000 +100 261749.765625 +101 266423.281250 +102 266318.843750 +103 270246.250000 +104 270466.031250 +105 266318.843750 +106 291022.937500 +107 251353.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,MLP,1.2823095321655273,"95 194.330123 +96 -5757.604803 +97 43042.708084 +98 30844.958872 +99 24141.191943 +100 28013.108312 +101 30781.572697 +102 41065.815940 +103 41680.440932 +104 43343.793039 +105 44073.082933 +106 6660.769271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,IPTU,HWES,1.6700739860534668,"96 72213.187500 +97 77590.117188 +98 38028.664062 +99 20614.396484 +100 15527.868164 +101 15890.134766 +102 16779.691406 +103 16686.714844 +104 16116.596680 +105 16929.033203 +106 17006.154297 +107 16116.596680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ISS,MLP,1.3622701168060303,"96 27139.634191 +97 51958.725667 +98 42427.913844 +99 44932.788598 +100 49856.504582 +101 45002.776527 +102 53274.043507 +103 48326.187810 +104 50352.408249 +105 49699.533523 +106 48492.464219 +107 52059.407714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,ITBI,MLP,2.4223318099975586,"94 12249.250168 +95 13584.908181 +96 17007.090251 +97 18120.796030 +98 18206.818587 +99 19385.579106 +100 18148.603461 +101 15376.415226 +102 18907.948221 +103 14993.910176 +104 12394.212722 +105 9795.390356 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,XGBoost,1.9153187274932861,"96 623704.62500 +97 507488.43750 +98 506782.93750 +99 620686.37500 +100 614152.00000 +101 506788.09375 +102 506388.62500 +103 619461.93750 +104 619182.93750 +105 518236.84375 +106 525146.56250 +107 617667.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,MLP,3.1189873218536377,"96 -94098.026094 +97 22938.159016 +98 215057.088127 +99 -32834.311495 +100 58918.970368 +101 163576.808302 +102 61440.204228 +103 99819.348409 +104 118381.541311 +105 100460.744044 +106 119328.283760 +107 -130737.750217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,IPTU,XGBoost,1.04422926902771,"88 207403.140625 +89 176913.093750 +90 119219.171875 +91 117367.390625 +92 93769.734375 +93 93769.734375 +94 106774.242188 +95 105817.820312 +96 104784.500000 +97 104784.500000 +98 106806.195312 +99 108291.851562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ISS,MLP,1.153325080871582,"88 131444.654621 +89 108655.157841 +90 192876.680585 +91 189112.633085 +92 203264.063841 +93 248418.639938 +94 293581.441649 +95 330633.269650 +96 404090.922236 +97 477301.154720 +98 547297.922561 +99 660392.974071 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,ITBI,XGBoost,1.0964181423187256,"88 40945.300781 +89 54722.308594 +90 57413.792969 +91 56954.644531 +92 44020.929688 +93 41307.511719 +94 37426.023438 +95 38873.226562 +96 38826.164062 +97 54260.039062 +98 38917.378906 +99 39828.496094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,MLP,0.9394690990447998,"88 1.095939e+06 +89 1.038101e+06 +90 1.105090e+06 +91 1.056122e+06 +92 1.017913e+06 +93 1.166957e+06 +94 1.188888e+06 +95 1.202024e+06 +96 1.281499e+06 +97 1.327484e+06 +98 1.396731e+06 +99 1.371852e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,MLP,1.063255786895752,"88 -54498.347383 +89 110278.492988 +90 269274.399600 +91 67866.164105 +92 178423.564621 +93 206122.243315 +94 207482.858701 +95 236089.541612 +96 208540.633299 +97 257104.445205 +98 267664.240559 +99 -101403.073529 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,IPTU,XGBoost,1.2553112506866455,"93 36079.898438 +94 27525.650391 +95 28869.595703 +96 28326.943359 +97 30034.462891 +98 26770.779297 +99 13708.692383 +100 13794.212891 +101 14486.067383 +102 16403.119141 +103 15182.243164 +104 15177.720703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ISS,XGBoost,1.1035246849060059,"96 68255.218750 +97 68255.218750 +98 68381.859375 +99 68329.710938 +100 68307.359375 +101 67817.976562 +102 68329.710938 +103 68284.453125 +104 67765.828125 +105 68319.015625 +106 66818.890625 +107 66818.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,ITBI,XGBoost,1.8690872192382812,"96 22194.378906 +97 20604.742188 +98 26206.601562 +99 34128.683594 +100 15332.971680 +101 19940.949219 +102 8304.865234 +103 20662.048828 +104 28892.064453 +105 11201.790039 +106 19344.884766 +107 27963.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,MLP,1.940359115600586,"96 1.117701e+06 +97 1.044812e+06 +98 1.043716e+06 +99 1.135046e+06 +100 1.048394e+06 +101 1.207277e+06 +102 1.250638e+06 +103 1.248879e+06 +104 1.343876e+06 +105 1.402709e+06 +106 1.476217e+06 +107 1.455188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,MLP,1.2458665370941162,"96 -279067.728500 +97 28573.019713 +98 532171.979900 +99 -113373.173236 +100 96937.308788 +101 322911.274422 +102 129534.031388 +103 204002.307514 +104 183917.274314 +105 200647.390357 +106 265469.207090 +107 -433427.301626 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,IPTU,MLP,1.6146786212921143,"90 33356.938507 +91 20974.734442 +92 -612.262293 +93 -27380.547820 +94 40935.908008 +95 35080.149483 +96 -8181.400194 +97 18341.362138 +98 30961.319838 +99 19864.096497 +100 14996.222536 +101 21478.276818 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ISS,XGBoost,1.0951299667358398,"96 18980.675781 +97 18981.341797 +98 19289.265625 +99 19289.265625 +100 18981.341797 +101 26762.242188 +102 24201.736328 +103 5253.230469 +104 21215.042969 +105 21154.103516 +106 16332.225586 +107 17839.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,ITBI,MLP,0.8589389324188232,"94 66553.560861 +95 34569.336601 +96 23332.093585 +97 40415.234982 +98 55716.619558 +99 -89968.144884 +100 100582.435997 +101 101644.031610 +102 -34569.928236 +103 51934.821349 +104 73486.221152 +105 25374.176830 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,MLP,1.206209659576416,"96 7.840104e+05 +97 7.377072e+05 +98 7.349455e+05 +99 8.094399e+05 +100 7.355916e+05 +101 8.440065e+05 +102 9.244462e+05 +103 8.806527e+05 +104 9.431351e+05 +105 9.840224e+05 +106 1.027325e+06 +107 1.008897e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,MLP,1.479583740234375,"96 538.617402 +97 34977.154467 +98 68872.514018 +99 946.763820 +100 59532.807967 +101 65172.790559 +102 11566.819896 +103 73851.717870 +104 79421.794550 +105 77932.219880 +106 83157.941983 +107 2726.387717 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,IPTU,MLP,1.04608154296875,"93 98996.522244 +94 43241.421205 +95 -26108.832608 +96 -36216.627752 +97 113597.045643 +98 66711.695980 +99 -28431.024827 +100 65820.071847 +101 86006.130466 +102 22539.336764 +103 42187.227219 +104 69073.264554 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,1.9697880744934082,"96 103873.468750 +97 102213.664062 +98 127103.984375 +99 127103.984375 +100 127103.984375 +101 127103.984375 +102 127103.984375 +103 127103.984375 +104 127103.984375 +105 127103.984375 +106 127103.984375 +107 127103.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,ITBI,MLP,1.5602900981903076,"96 67740.839667 +97 9906.764354 +98 62372.489600 +99 71244.370750 +100 45565.436559 +101 59388.628454 +102 59416.660606 +103 56566.897994 +104 48139.788736 +105 50878.799590 +106 66338.730618 +107 80785.827183 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,XGBoost,1.6483838558197021,"96 918375.1875 +97 868266.5000 +98 876948.0625 +99 912207.6250 +100 893956.9375 +101 861901.1875 +102 900907.1250 +103 887200.8125 +104 861901.1875 +105 901279.3125 +106 914378.2500 +107 869575.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,XGBoost,1.0111331939697266,"94 -8128.991211 +95 88271.367188 +96 71699.742188 +97 74515.812500 +98 97425.015625 +99 104414.781250 +100 124383.453125 +101 103310.125000 +102 110409.757812 +103 110196.640625 +104 110409.757812 +105 -54178.324219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,IPTU,XGBoost,0.8725593090057373,"96 1102166.750 +97 1214242.375 +98 1062165.500 +99 1060427.250 +100 1069548.875 +101 1063414.000 +102 1060053.375 +103 1060053.375 +104 1060053.375 +105 1060053.375 +106 1838241.750 +107 1859830.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ISS,MLP,1.4326653480529785,"96 1.596583e+06 +97 1.744221e+06 +98 1.710628e+06 +99 1.725026e+06 +100 1.775721e+06 +101 1.758006e+06 +102 1.756625e+06 +103 1.779739e+06 +104 1.738586e+06 +105 1.792898e+06 +106 1.822749e+06 +107 1.696194e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,ITBI,MLP,0.8827488422393799,"96 531085.473965 +97 416301.195354 +98 534877.956624 +99 589399.690078 +100 521840.169821 +101 556967.601787 +102 620856.093654 +103 608471.010103 +104 587079.613289 +105 577217.745250 +106 629326.287783 +107 664080.586089 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,MLP,1.087446928024292,"96 7.395725e+06 +97 6.917320e+06 +98 6.900741e+06 +99 7.441069e+06 +100 6.834698e+06 +101 7.871758e+06 +102 8.120055e+06 +103 8.075958e+06 +104 8.672771e+06 +105 9.026295e+06 +106 9.462184e+06 +107 9.300308e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,MLP,0.9600920677185059,"96 -4.261992e+04 +97 4.550441e+05 +98 2.081260e+06 +99 2.285372e+05 +100 1.243559e+06 +101 1.963569e+06 +102 1.433261e+06 +103 1.800156e+06 +104 1.921053e+06 +105 1.942431e+06 +106 2.182540e+06 +107 -6.218689e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,IPTU,MLP,1.2030198574066162,"96 1.408546e+06 +97 7.266307e+05 +98 2.431917e+05 +99 1.080494e+06 +100 6.300631e+05 +101 -9.768355e+05 +102 1.546336e+06 +103 1.164447e+06 +104 -3.119887e+05 +105 8.709983e+05 +106 1.201061e+06 +107 5.672810e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ISS,MLP,1.3172483444213867,"96 8.359522e+05 +97 8.982356e+05 +98 8.884863e+05 +99 9.331447e+05 +100 9.228385e+05 +101 9.549965e+05 +102 9.839664e+05 +103 9.851815e+05 +104 9.762946e+05 +105 9.899938e+05 +106 1.001547e+06 +107 9.655869e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,ITBI,MLP,2.074014902114868,"96 488778.022212 +97 278761.138682 +98 398058.099943 +99 483653.811469 +100 327133.169846 +101 468734.758220 +102 396510.764883 +103 425068.793018 +104 455966.979167 +105 84303.822237 +106 478541.734116 +107 470636.948876 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,XGBoost,1.9229724407196045,"96 2970715.500 +97 2512395.500 +98 2240726.500 +99 2772584.000 +100 2542771.000 +101 2784631.000 +102 2834618.250 +103 2020841.625 +104 2377233.250 +105 2729547.250 +106 2850729.750 +107 2462876.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,MLP,1.1893043518066406,"96 -8.192865e+05 +97 4.481362e+05 +98 2.222674e+06 +99 3.081736e+05 +100 6.713063e+05 +101 2.106894e+06 +102 1.164177e+06 +103 2.186033e+06 +104 2.032160e+06 +105 1.438829e+06 +106 2.239312e+06 +107 1.240128e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,IPTU,SARIMAX,1.3396031856536865,"96 2637575.75 +97 3229869.75 +98 3651425.25 +99 4008313.50 +100 7157556.50 +101 10569432.00 +102 12416550.00 +103 12416550.00 +104 12416550.00 +105 16702558.00 +106 17605954.00 +107 17611142.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ISS,MLP,0.9778070449829102,"96 5.074702e+06 +97 5.385760e+06 +98 5.383331e+06 +99 5.306166e+06 +100 5.409233e+06 +101 5.330447e+06 +102 5.368718e+06 +103 5.257723e+06 +104 5.378521e+06 +105 5.296164e+06 +106 5.153919e+06 +107 4.918463e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,ITBI,MLP,1.2172338962554932,"96 1.411430e+06 +97 1.653057e+06 +98 1.526626e+06 +99 1.712222e+06 +100 1.362846e+06 +101 1.679405e+06 +102 1.514908e+06 +103 1.411908e+06 +104 1.519362e+06 +105 1.465349e+06 +106 1.577473e+06 +107 1.686057e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,MLP,1.691049575805664,"96 8.935723e+06 +97 8.316162e+06 +98 8.268959e+06 +99 8.952239e+06 +100 8.205339e+06 +101 9.439198e+06 +102 9.723275e+06 +103 9.671647e+06 +104 1.037828e+07 +105 1.078424e+07 +106 1.132636e+07 +107 1.105309e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,XGBoost,2.572791814804077,"96 5122305.5 +97 5451359.5 +98 5451359.5 +99 5451359.5 +100 5892756.0 +101 7898617.5 +102 7898617.5 +103 7898617.5 +104 7898617.5 +105 7898617.5 +106 8098667.0 +107 7084402.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,IPTU,Prophet,1.3534257411956787,"90 31424.216797 +91 31870.367188 +92 35680.828125 +93 33973.144531 +94 33979.902344 +95 34010.082031 +96 29752.708984 +97 29752.708984 +98 26431.417969 +99 29659.058594 +100 26375.740234 +101 30554.376953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ISS,MLP,1.5328373908996582,"96 57666.920654 +97 59813.021076 +98 57064.470938 +99 65425.254648 +100 65300.559875 +101 62110.034538 +102 65768.580399 +103 52673.608365 +104 45271.746891 +105 52895.626261 +106 23659.888755 +107 17950.248432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,ITBI,MLP,0.9334652423858643,"91 22503.273572 +92 21121.021093 +93 21879.772841 +94 27793.206016 +95 20779.735020 +96 28312.489633 +97 16245.067252 +98 33997.426755 +99 22273.155928 +100 23469.812442 +101 37478.126965 +102 34088.190600 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,XGBoost,1.1131234169006348,"96 545766.3750 +97 542184.0000 +98 570002.2500 +99 586531.6875 +100 538571.2500 +101 548076.3125 +102 547892.0625 +103 547506.3125 +104 549429.1875 +105 549429.1875 +106 550428.8125 +107 542168.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,MLP,1.0721046924591064,"96 -89021.305284 +97 12853.335227 +98 188721.392076 +99 -13239.112249 +100 43538.870390 +101 110728.451093 +102 65425.568423 +103 81458.521461 +104 76238.005933 +105 83387.158199 +106 100631.126961 +107 -117512.260416 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,IPTU,MLP,1.5517518520355225,"93 22735.823360 +94 13530.782747 +95 5178.501728 +96 -16676.295295 +97 21598.903867 +98 22451.101327 +99 5013.581734 +100 11827.046541 +101 15455.044865 +102 16942.795899 +103 16581.942614 +104 13475.473005 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ISS,MLP,1.2173936367034912,"96 15350.848595 +97 47075.280018 +98 39869.006483 +99 44596.572062 +100 31588.146365 +101 46956.842026 +102 43458.628632 +103 38478.979283 +104 41869.437514 +105 54106.599209 +106 59530.540883 +107 48282.154555 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,ITBI,MLP,3.2156484127044678,"94 42703.245382 +95 20087.044765 +96 64661.217979 +97 49257.076434 +98 3469.820157 +99 60311.606058 +100 56823.520180 +101 2006.571440 +102 62391.772990 +103 51310.314795 +104 50887.386438 +105 -49412.467937 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,MLP,2.2826218605041504,"96 631040.776570 +97 605355.666949 +98 608113.400876 +99 651009.269931 +100 603470.095670 +101 693031.790787 +102 717411.743605 +103 771926.837442 +104 733892.072983 +105 806960.228472 +106 855263.129336 +107 833405.169665 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,MLP,1.2895584106445312,"95 9492.767553 +96 12072.326468 +97 55840.998693 +98 27879.170363 +99 20715.889939 +100 45804.059006 +101 45568.805774 +102 43705.512997 +103 49368.610832 +104 50958.133205 +105 55252.011508 +106 2391.050754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,MLP,0.810192346572876,"77 24888.960231 +78 13525.496999 +79 9201.252657 +80 21603.284251 +81 18698.721371 +82 -16183.276096 +83 13827.607592 +84 34842.707655 +85 7948.847636 +86 6014.656330 +87 22820.850126 +88 19845.013375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,MLP,1.379065990447998,"96 3017.390454 +97 21755.338931 +98 22948.825475 +99 17691.940192 +100 17473.104631 +101 19309.400417 +102 24238.936451 +103 3804.709198 +104 14026.057964 +105 16298.071058 +106 22956.196982 +107 19831.671052 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,MLP,1.4056155681610107,"87 11210.991684 +88 11924.386863 +89 8247.511604 +90 11269.825564 +91 8870.406398 +92 9013.901210 +93 8950.297528 +94 5077.235215 +95 4235.900355 +96 6046.344705 +97 7612.973886 +98 11160.247819 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,MLP,1.0221545696258545,"96 352265.145916 +97 327218.746759 +98 325712.760047 +99 354700.672237 +100 327187.228163 +101 376757.796540 +102 389021.420453 +103 387849.093213 +104 416023.739407 +105 432604.616648 +106 454301.664455 +107 444459.167955 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,MLP,0.9460139274597168,"94 15591.173433 +95 17139.675576 +96 33887.319580 +97 2295.054882 +98 12342.032899 +99 38212.344542 +100 33411.845823 +101 35185.806952 +102 34299.918903 +103 40103.747540 +104 43914.494325 +105 4744.283009 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,IPTU,MLP,1.5409493446350098,"91 2.122984e+06 +92 8.635212e+05 +93 -7.845877e+04 +94 -1.158076e+06 +95 2.732514e+06 +96 1.374655e+06 +97 -7.268113e+05 +98 1.786734e+06 +99 1.752263e+06 +100 4.332777e+05 +101 1.166186e+06 +102 1.403238e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ISS,MLP,1.0833673477172852,"96 1.082734e+06 +97 1.162956e+06 +98 1.144486e+06 +99 1.159096e+06 +100 1.173815e+06 +101 1.179475e+06 +102 1.162804e+06 +103 1.175981e+06 +104 1.174451e+06 +105 1.182700e+06 +106 1.195069e+06 +107 1.157559e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,ITBI,XGBoost,2.0787222385406494,"96 390135.21875 +97 358507.15625 +98 396089.62500 +99 386293.15625 +100 366635.28125 +101 397717.31250 +102 367974.46875 +103 388946.21875 +104 391092.25000 +105 292406.71875 +106 395452.59375 +107 362319.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,MLP,1.7398700714111328,"96 5.030726e+06 +97 5.030224e+06 +98 5.013177e+06 +99 5.374580e+06 +100 4.950610e+06 +101 5.675649e+06 +102 5.857385e+06 +103 5.855328e+06 +104 6.273320e+06 +105 6.516513e+06 +106 6.843738e+06 +107 6.675190e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,MLP,1.855987787246704,"96 -1.006792e+06 +97 1.822115e+05 +98 2.591263e+06 +99 -2.824993e+05 +100 8.341804e+05 +101 1.921080e+06 +102 1.071337e+06 +103 1.536258e+06 +104 1.506643e+06 +105 1.513616e+06 +106 1.846734e+06 +107 -1.879767e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,IPTU,HWES,1.1768903732299805,"96 80113.671875 +97 126826.687500 +98 115820.523438 +99 67680.171875 +100 89646.390625 +101 95004.484375 +102 65970.007812 +103 59385.523438 +104 59126.019531 +105 60050.421875 +106 57007.851562 +107 59144.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ISS,XGBoost,1.4994332790374756,"96 74384.929688 +97 73279.796875 +98 73096.039062 +99 73188.890625 +100 73164.781250 +101 72624.945312 +102 72624.945312 +103 73330.328125 +104 72624.945312 +105 73270.187500 +106 72624.945312 +107 72624.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,ITBI,XGBoost,0.8854062557220459,"96 30510.970703 +97 24666.025391 +98 27721.039062 +99 31169.132812 +100 25483.648438 +101 19576.023438 +102 24066.726562 +103 18569.859375 +104 18545.119141 +105 18334.042969 +106 30690.013672 +107 30958.498047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,XGBoost,0.9195904731750488,"96 1.001642e+06 +97 9.132276e+05 +98 8.716786e+05 +99 9.786791e+05 +100 9.393722e+05 +101 9.286967e+05 +102 9.132276e+05 +103 9.363369e+05 +104 9.539275e+05 +105 9.354201e+05 +106 9.240915e+05 +107 9.350591e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,MLP,0.8731522560119629,"96 20950.749286 +97 137781.848647 +98 270324.642270 +99 76509.957134 +100 169683.851247 +101 270246.033050 +102 207807.926223 +103 273067.946008 +104 273442.942380 +105 287415.379395 +106 316168.809953 +107 -8757.732333 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,IPTU,MLP,1.8228919506072998,"73 9049.774760 +74 7254.500069 +75 11609.464491 +76 14467.402623 +77 12644.135103 +78 -13072.395504 +79 17932.879798 +80 21416.360365 +81 3092.789261 +82 11036.550238 +83 11348.660450 +84 5547.799694 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ISS,XGBoost,1.9598636627197266,"96 37311.550781 +97 39798.296875 +98 35828.984375 +99 19955.849609 +100 19168.652344 +101 31192.601562 +102 28340.720703 +103 22156.908203 +104 29871.679688 +105 26961.085938 +106 41155.820312 +107 19129.060547 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,ITBI,XGBoost,1.701451063156128,"67 20472.537109 +68 56921.933594 +69 54344.984375 +70 67234.132812 +71 24591.949219 +72 59228.156250 +73 66774.312500 +74 95151.671875 +75 97797.046875 +76 96290.921875 +77 94863.093750 +78 96086.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,MLP,1.5299005508422852,"96 527193.662545 +97 503828.339468 +98 502435.457854 +99 545458.390698 +100 505930.316584 +101 580380.382290 +102 601024.020759 +103 602985.277519 +104 645666.070084 +105 671334.659783 +106 705706.303222 +107 695879.141347 +Name: Valor, dtype: float64" +Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,MLP,1.3607640266418457,"94 -2280.816924 +95 10605.803751 +96 27395.486881 +97 5217.728919 +98 17273.467165 +99 25929.399281 +100 27461.660428 +101 29233.672605 +102 27601.838200 +103 32177.743485 +104 34578.360642 +105 -4819.585588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,IPTU,XGBoost,0.836895227432251,"60 48345.328125 +61 68079.453125 +62 3391.351074 +63 48511.035156 +64 49634.500000 +65 72960.031250 +66 66881.835938 +67 1596.360229 +68 46975.742188 +69 69196.554688 +70 72036.921875 +71 71982.101562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ISS,MLP,1.8281841278076172,"96 75252.008219 +97 56594.031446 +98 68487.653054 +99 60257.901612 +100 65265.778527 +101 74566.415447 +102 74208.004537 +103 26665.155190 +104 46225.336333 +105 30635.622068 +106 59352.656077 +107 23494.774328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,ITBI,XGBoost,0.8182368278503418,"79 19166.392578 +80 10980.347656 +81 10996.376953 +82 16787.501953 +83 11005.352539 +84 20652.697266 +85 15904.057617 +86 11015.381836 +87 18511.316406 +88 11021.722656 +89 13074.223633 +90 14834.245117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,MLP,0.9252421855926514,"96 520133.999785 +97 482806.356020 +98 480671.638748 +99 524078.622297 +100 482526.922576 +101 555249.339120 +102 573163.791038 +103 569137.286070 +104 610571.064126 +105 634455.245234 +106 664184.176640 +107 649343.503494 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,MLP,0.9406523704528809,"93 -31958.741725 +94 43666.962636 +95 78363.709115 +96 22715.970753 +97 58055.783382 +98 59041.621602 +99 76957.951245 +100 77074.937732 +101 71030.459978 +102 82424.394770 +103 90303.420472 +104 -41153.403551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,IPTU,XGBoost,0.9875738620758057,"91 21625.841797 +92 22049.431641 +93 14198.219727 +94 12822.022461 +95 11463.063477 +96 9786.662109 +97 9544.076172 +98 9544.076172 +99 12218.446289 +100 12553.217773 +101 12245.306641 +102 12245.306641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ISS,XGBoost,2.628613233566284,"96 36805.765625 +97 34898.316406 +98 46499.902344 +99 37806.574219 +100 36846.507812 +101 37801.765625 +102 46560.953125 +103 37869.386719 +104 46666.402344 +105 35653.980469 +106 34259.554688 +107 37772.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,ITBI,MLP,4.097877740859985,"96 25203.671993 +97 38282.238897 +98 29884.656748 +99 29979.793408 +100 32129.198174 +101 40648.897330 +102 46032.804713 +103 44353.318284 +104 52555.014130 +105 29614.631442 +106 39903.284734 +107 55877.928169 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,MLP,0.87355637550354,"96 1.019553e+06 +97 9.552747e+05 +98 9.511875e+05 +99 1.027405e+06 +100 9.450109e+05 +101 1.085448e+06 +102 1.118354e+06 +103 1.116567e+06 +104 1.195420e+06 +105 1.240418e+06 +106 1.302199e+06 +107 1.270579e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,MLP,0.9035477638244629,"96 -112308.809439 +97 5300.263005 +98 280130.718349 +99 -24981.116745 +100 58764.113652 +101 188344.106103 +102 81608.602834 +103 112624.212146 +104 127679.330939 +105 120482.208599 +106 145132.770160 +107 -166925.887758 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,IPTU,SARIMAX,0.96915602684021,"94 66028.632812 +95 110124.500000 +96 123769.460938 +97 121317.257812 +98 125262.257812 +99 125033.453125 +100 125033.453125 +101 124834.765625 +102 133605.781250 +103 133065.843750 +104 133605.781250 +105 133409.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ISS,MLP,2.0058372020721436,"96 85881.556906 +97 97229.474291 +98 99707.528178 +99 67937.789633 +100 112750.204107 +101 75285.348895 +102 99313.615166 +103 97989.680923 +104 93673.948811 +105 96156.988474 +106 77155.937999 +107 97235.971443 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,ITBI,XGBoost,2.935030460357666,"96 43863.000000 +97 57889.523438 +98 64732.617188 +99 36742.132812 +100 64732.617188 +101 43342.667969 +102 39019.183594 +103 38946.804688 +104 51829.910156 +105 42589.804688 +106 39092.191406 +107 37851.781250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,MLP,1.1742279529571533,"96 1.070727e+06 +97 1.017965e+06 +98 1.044293e+06 +99 1.096739e+06 +100 1.015994e+06 +101 1.166471e+06 +102 1.197875e+06 +103 1.199204e+06 +104 1.285105e+06 +105 1.335228e+06 +106 1.404054e+06 +107 1.340210e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,MLP,1.0205843448638916,"96 -68418.476930 +97 34431.433499 +98 287686.599631 +99 4724.068933 +100 128887.142090 +101 207335.665038 +102 149515.726307 +103 180892.580250 +104 165388.439929 +105 189392.217038 +106 212366.944989 +107 -138331.252210 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,SARIMAX,0.9306669235229492,"96 1.018156e+06 +97 1.092592e+06 +98 8.128439e+05 +99 8.128439e+05 +100 5.653679e+05 +101 5.187450e+05 +102 3.053841e+05 +103 2.873544e+05 +104 2.985804e+05 +105 2.985804e+05 +106 3.139200e+05 +107 2.820806e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,SARIMAX,1.1398727893829346,"96 9.850709e+05 +97 1.045871e+06 +98 1.041058e+06 +99 1.048546e+06 +100 1.042422e+06 +101 1.042422e+06 +102 1.042654e+06 +103 1.042654e+06 +104 1.042654e+06 +105 9.879786e+05 +106 1.043085e+06 +107 1.041340e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,MLP,0.9958529472351074,"96 356323.683877 +97 367264.972216 +98 392956.920858 +99 459840.269531 +100 389578.852826 +101 415018.613675 +102 388056.416610 +103 401067.281547 +104 495966.434467 +105 503519.866220 +106 211365.523040 +107 361012.597800 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,MLP,0.9674146175384521,"96 3.439941e+06 +97 3.181212e+06 +98 3.145339e+06 +99 3.387757e+06 +100 3.075539e+06 +101 3.532568e+06 +102 3.612673e+06 +103 3.568232e+06 +104 3.809333e+06 +105 3.923317e+06 +106 4.093032e+06 +107 3.931508e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,XGBoost,1.6854877471923828,"96 5.012665e+05 +97 5.919864e+05 +98 7.277418e+05 +99 7.536628e+05 +100 5.077046e+05 +101 3.813426e+05 +102 5.342364e+05 +103 5.347630e+05 +104 6.913984e+05 +105 8.158060e+05 +106 1.292395e+06 +107 5.063909e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,IPTU,SARIMAX,1.558537483215332,"84 80197.531250 +85 71388.531250 +86 70075.125000 +87 60058.582031 +88 60734.968750 +89 60770.140625 +90 60770.140625 +91 60114.113281 +92 65967.429688 +93 65946.757812 +94 65946.757812 +95 76654.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ISS,MLP,0.8320848941802979,"84 101716.820243 +85 111868.928354 +86 113421.960096 +87 101484.144601 +88 97344.552364 +89 111759.587510 +90 107863.554703 +91 107076.418868 +92 110675.051048 +93 117508.800420 +94 123182.428438 +95 119810.364606 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,ITBI,MLP,0.8788328170776367,"84 123124.304143 +85 87517.164457 +86 155803.440313 +87 142267.475009 +88 205992.068353 +89 167577.567619 +90 127554.287208 +91 159072.521041 +92 94816.734699 +93 171654.044964 +94 211579.292639 +95 -144642.633574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,MLP,0.9654216766357422,"84 1.364627e+06 +85 1.287030e+06 +86 1.291653e+06 +87 1.405740e+06 +88 1.308999e+06 +89 1.507163e+06 +90 1.568239e+06 +91 1.574202e+06 +92 1.699100e+06 +93 1.780078e+06 +94 1.879492e+06 +95 1.868698e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,XGBoost,0.9539945125579834,"84 -156627.781250 +85 119447.726562 +86 98265.593750 +87 120644.117188 +88 96499.140625 +89 82926.242188 +90 84180.031250 +91 82772.359375 +92 84205.195312 +93 83730.726562 +94 90491.945312 +95 -276041.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,IPTU,AR,1.6227469444274902,"96 12204.937500 +97 13030.179688 +98 10013.022461 +99 18375.083984 +100 11430.618164 +101 11705.666992 +102 16486.271484 +103 12502.254883 +104 10692.662109 +105 13634.398438 +106 16892.140625 +107 13269.550781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ISS,MLP,1.5903575420379639,"96 20192.880236 +97 18368.876474 +98 19591.372403 +99 18086.661691 +100 18319.786881 +101 26337.944745 +102 20729.698672 +103 15168.106093 +104 22841.338789 +105 24854.039269 +106 25356.263503 +107 24892.933526 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,ITBI,MLP,2.1518454551696777,"94 18034.692864 +95 13031.873720 +96 21549.903950 +97 15070.259241 +98 18841.752027 +99 20100.845458 +100 21207.095392 +101 22634.201117 +102 20504.276160 +103 11215.637301 +104 23980.358124 +105 6086.244370 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,XGBoost,1.9331309795379639,"96 330997.59375 +97 302732.15625 +98 301929.25000 +99 335380.46875 +100 276198.59375 +101 301341.15625 +102 306627.65625 +103 309058.21875 +104 309684.28125 +105 314982.71875 +106 324771.25000 +107 309996.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,MLP,1.667482614517212,"96 -33142.006995 +97 -9542.450009 +98 88542.385770 +99 37039.555976 +100 22168.881468 +101 48304.000803 +102 56094.821321 +103 52350.832294 +104 43893.652040 +105 49785.732261 +106 62993.364150 +107 -54956.578454 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,IPTU,HWES,1.1233348846435547,"96 34579.414062 +97 43376.722656 +98 69012.835938 +99 68506.921875 +100 69106.484375 +101 44100.941406 +102 44505.570312 +103 66380.492188 +104 73287.789062 +105 75008.710938 +106 83702.000000 +107 83738.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ISS,MLP,1.1692368984222412,"96 81632.305932 +97 94090.952357 +98 98987.711569 +99 88596.077968 +100 97058.823723 +101 90876.065888 +102 98596.566767 +103 91407.799428 +104 80101.831463 +105 95844.444756 +106 97651.159989 +107 90519.363863 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,ITBI,MLP,1.1607921123504639,"96 181833.818114 +97 168572.543314 +98 104382.815375 +99 166299.259694 +100 106747.891173 +101 145872.018167 +102 157141.188751 +103 149873.804741 +104 191334.784823 +105 120394.206714 +106 169799.264321 +107 221338.714048 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,MLP,0.8784542083740234,"96 1.924530e+06 +97 1.788889e+06 +98 1.775829e+06 +99 1.919168e+06 +100 1.755991e+06 +101 2.161343e+06 +102 2.101345e+06 +103 2.087126e+06 +104 2.248446e+06 +105 2.317422e+06 +106 2.439424e+06 +107 2.368879e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,XGBoost,1.2539646625518799,"96 612406.0625 +97 659406.0000 +98 638785.0000 +99 646575.3750 +100 646575.3750 +101 646575.3750 +102 662694.5625 +103 662694.5625 +104 662694.5625 +105 662694.5625 +106 662694.5625 +107 646575.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,IPTU,XGBoost,0.8572788238525391,"87 77647.414062 +88 82305.921875 +89 61389.019531 +90 54831.765625 +91 53775.183594 +92 48728.539062 +93 42536.707031 +94 41996.753906 +95 65938.445312 +96 42586.664062 +97 55828.863281 +98 55165.136719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ISS,MLP,0.8347575664520264,"96 89775.633473 +97 84128.693077 +98 94785.955526 +99 65348.719473 +100 84013.826697 +101 84573.671211 +102 76993.774142 +103 90702.072569 +104 83196.153264 +105 61748.768847 +106 78389.617477 +107 69376.183321 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,ITBI,MLP,1.27353835105896,"96 70709.213930 +97 67961.317639 +98 36130.602237 +99 78595.062844 +100 51451.682629 +101 73689.081338 +102 47564.207502 +103 56742.944895 +104 87632.308392 +105 61685.751036 +106 50195.037861 +107 87401.097551 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,MLP,1.524266004562378,"96 1.092374e+06 +97 1.010025e+06 +98 9.997970e+05 +99 1.077291e+06 +100 9.784926e+05 +101 1.125002e+06 +102 1.151753e+06 +103 1.138085e+06 +104 1.217126e+06 +105 1.257014e+06 +106 1.313477e+06 +107 1.266808e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,XGBoost,2.0907535552978516,"96 244303.187500 +97 258738.171875 +98 196157.390625 +99 187508.781250 +100 187508.781250 +101 215687.937500 +102 225137.625000 +103 247481.312500 +104 259879.484375 +105 309443.625000 +106 309443.625000 +107 280828.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,IPTU,AR,1.641388177871704,"96 53050.019531 +97 46650.312500 +98 49962.312500 +99 46403.640625 +100 40520.304688 +101 24003.517578 +102 26092.746094 +103 24193.562500 +104 31005.009766 +105 31005.009766 +106 30953.466797 +107 40939.746094 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ISS,XGBoost,0.8593575954437256,"96 25824.818359 +97 25288.238281 +98 22561.017578 +99 23775.458984 +100 24083.550781 +101 25727.712891 +102 25721.251953 +103 25727.226562 +104 25387.482422 +105 24113.535156 +106 25230.314453 +107 18902.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,ITBI,MLP,1.0386333465576172,"96 23905.119888 +97 21682.879268 +98 29740.151695 +99 30165.314388 +100 35667.275336 +101 33689.936196 +102 45611.352170 +103 40572.654770 +104 47194.626750 +105 47793.611319 +106 57160.742128 +107 42669.835793 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,MLP,0.9295239448547363,"96 7.922741e+05 +97 7.425815e+05 +98 7.403372e+05 +99 8.012541e+05 +100 7.384360e+05 +101 8.487115e+05 +102 8.761243e+05 +103 8.756894e+05 +104 9.391159e+05 +105 9.767009e+05 +106 1.026961e+06 +107 1.005784e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,MLP,1.0057902336120605,"90 -32549.082896 +91 -45311.446737 +92 148010.543162 +93 94452.665600 +94 40825.594270 +95 69129.876230 +96 115210.383158 +97 129321.088545 +98 100208.299312 +99 125209.930969 +100 140843.505536 +101 -51947.331260 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,IPTU,MLP,0.9588179588317871,"96 7.770561e+06 +97 -4.813774e+06 +98 1.061506e+07 +99 1.148371e+07 +100 2.693385e+06 +101 7.550393e+06 +102 8.689479e+06 +103 7.938314e+06 +104 8.116442e+06 +105 7.480307e+06 +106 9.080248e+06 +107 8.316326e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ISS,MLP,1.0592055320739746,"96 9.404921e+06 +97 9.954024e+06 +98 1.009473e+07 +99 9.868462e+06 +100 9.998790e+06 +101 9.826989e+06 +102 9.858300e+06 +103 9.692409e+06 +104 9.507966e+06 +105 9.392271e+06 +106 9.304763e+06 +107 8.963144e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,ITBI,MLP,0.888258695602417,"96 3.314589e+06 +97 3.769630e+06 +98 3.322453e+06 +99 3.713848e+06 +100 3.960766e+06 +101 3.691752e+06 +102 3.947218e+06 +103 3.874560e+06 +104 3.905536e+06 +105 4.335157e+06 +106 4.653731e+06 +107 4.552108e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,MLP,0.9641833305358887,"96 1.349098e+07 +97 1.258352e+07 +98 1.254738e+07 +99 1.364083e+07 +100 1.257094e+07 +101 1.447046e+07 +102 1.495981e+07 +103 1.491429e+07 +104 1.602924e+07 +105 1.669642e+07 +106 1.755286e+07 +107 1.722546e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,XGBoost,2.2517073154449463,"96 10181220.0 +97 11311105.0 +98 11262577.0 +99 11262577.0 +100 11262577.0 +101 11262577.0 +102 13323746.0 +103 13323951.0 +104 13323951.0 +105 13323951.0 +106 13323951.0 +107 12968558.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,IPTU,XGBoost,1.4682867527008057,"92 50830.808594 +93 47998.238281 +94 63054.613281 +95 47459.035156 +96 62566.085938 +97 19403.281250 +98 17153.126953 +99 15094.698242 +100 24347.593750 +101 15094.698242 +102 19152.298828 +103 19152.298828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ISS,MLP,1.4070265293121338,"96 81575.194129 +97 105869.911512 +98 91463.178502 +99 98870.407626 +100 93109.251993 +101 93966.313005 +102 106522.359182 +103 99158.432646 +104 98824.307398 +105 105702.521621 +106 65084.810368 +107 86632.461064 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,ITBI,MLP,1.1458961963653564,"96 38865.560285 +97 36567.818814 +98 34488.011700 +99 42958.709982 +100 24813.759407 +101 47891.832355 +102 30812.792149 +103 29802.134631 +104 45518.483742 +105 39328.415861 +106 38502.256632 +107 53997.552221 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,XGBoost,0.9538414478302002,"96 858712.0625 +97 839620.3750 +98 806222.9375 +99 825625.0000 +100 799971.2500 +101 797262.5000 +102 795989.3125 +103 791693.4375 +104 800988.6250 +105 782693.5000 +106 829726.1250 +107 776860.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,MLP,1.1376616954803467,"96 -244622.558167 +97 -16099.785433 +98 519935.340217 +99 -139471.352784 +100 5532.261709 +101 389106.838112 +102 33332.507001 +103 56828.893049 +104 250375.455929 +105 128196.523811 +106 118766.402600 +107 -225965.530727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,IPTU,MLP,1.3502540588378906,"96 3.895293e+06 +97 1.455352e+06 +98 1.376201e+05 +99 2.557440e+06 +100 -2.690315e+06 +101 4.093628e+06 +102 3.648587e+06 +103 -1.815975e+06 +104 2.929072e+06 +105 3.686755e+06 +106 4.327698e+05 +107 2.075035e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ISS,XGBoost,1.004744529724121,"96 1154362.500 +97 1156880.500 +98 1157192.250 +99 1157128.000 +100 1164526.000 +101 1154450.375 +102 1154450.375 +103 1113107.875 +104 1156776.000 +105 1156223.250 +106 1112285.375 +107 1112915.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,ITBI,MLP,0.9432580471038818,"96 380256.089198 +97 363180.282069 +98 459811.385092 +99 458105.294284 +100 516042.557924 +101 526428.850401 +102 570262.448145 +103 595024.334770 +104 585945.004345 +105 649401.465859 +106 692901.587800 +107 489329.488859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,MLP,0.9175074100494385,"96 7.708349e+06 +97 7.564272e+06 +98 7.432847e+06 +99 7.826142e+06 +100 7.053962e+06 +101 8.028800e+06 +102 8.145280e+06 +103 8.048349e+06 +104 8.547530e+06 +105 8.779751e+06 +106 9.135481e+06 +107 8.696237e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,MLP,1.1342761516571045,"96 -2.448188e+06 +97 6.491295e+05 +98 3.317645e+06 +99 -6.765936e+05 +100 4.514643e+05 +101 1.940124e+06 +102 1.009337e+06 +103 9.613783e+05 +104 1.061178e+06 +105 1.351153e+06 +106 1.435342e+06 +107 -1.286127e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,IPTU,HWES,3.1907782554626465,"96 3101.585449 +97 3378.835449 +98 2923.994385 +99 2662.922607 +100 2596.967773 +101 2303.603027 +102 3317.055176 +103 3197.101318 +104 4075.895752 +105 2438.155762 +106 3608.473633 +107 2618.391357 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ISS,MLP,2.064361333847046,"96 15786.207410 +97 7545.141298 +98 19738.037997 +99 20158.456980 +100 19081.976445 +101 15715.742811 +102 9337.621682 +103 15948.685554 +104 22872.226416 +105 17258.863577 +106 17282.555574 +107 3080.288208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,ITBI,MLP,1.1032545566558838,"96 29188.173829 +97 30428.278427 +98 26077.625457 +99 34736.813081 +100 34435.106778 +101 37041.650643 +102 38217.805216 +103 41179.832443 +104 45425.168009 +105 46707.868757 +106 42126.282873 +107 44887.360514 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,MLP,0.8841230869293213,"96 415935.548148 +97 389333.418587 +98 388703.449945 +99 422290.649528 +100 390066.036712 +101 448894.499636 +102 464549.726885 +103 464219.602182 +104 498887.234937 +105 520017.936197 +106 547140.050066 +107 538099.889304 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,XGBoost,0.9991717338562012,"96 36581.593750 +97 41157.750000 +98 41539.691406 +99 41465.113281 +100 41476.023438 +101 38304.355469 +102 44403.191406 +103 44403.191406 +104 59488.378906 +105 67611.429688 +106 67616.210938 +107 67171.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,IPTU,SARIMAX,0.935234785079956,"95 1919140.375 +96 1365768.375 +97 1371942.125 +98 1326543.250 +99 1326543.250 +100 1385997.750 +101 1217970.000 +102 1237652.000 +103 1240139.500 +104 1697019.000 +105 1783832.875 +106 1330267.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ISS,MLP,2.2948977947235107,"96 1.532045e+06 +97 1.536568e+06 +98 1.893538e+06 +99 1.612007e+06 +100 1.626327e+06 +101 1.727055e+06 +102 1.861577e+06 +103 1.972596e+06 +104 1.903153e+06 +105 1.947691e+06 +106 3.061451e+06 +107 1.076361e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,ITBI,MLP,1.3658132553100586,"96 593639.560950 +97 629274.499936 +98 441079.212658 +99 642448.813142 +100 623672.257546 +101 613361.776343 +102 647515.169717 +103 603951.928774 +104 707887.880914 +105 841889.696586 +106 841083.193554 +107 662491.318915 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,MLP,0.8694367408752441,"96 4.935181e+06 +97 4.626143e+06 +98 4.635958e+06 +99 5.061841e+06 +100 4.711519e+06 +101 5.424018e+06 +102 5.624596e+06 +103 5.636295e+06 +104 6.059273e+06 +105 6.319011e+06 +106 6.670188e+06 +107 6.544363e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,XGBoost,1.0653603076934814,"96 1800153.500 +97 1597327.125 +98 1889295.250 +99 1889295.250 +100 1889295.250 +101 1889295.250 +102 2801755.250 +103 3053825.250 +104 3057291.500 +105 3057291.500 +106 3080413.250 +107 2584400.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,MLP,1.7109382152557373,"96 24645.442697 +97 15498.385972 +98 5793.594764 +99 7534.533825 +100 -10149.566486 +101 28334.856021 +102 21038.089695 +103 1150.749604 +104 18287.780958 +105 19740.862421 +106 16063.099857 +107 16153.914568 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ISS,XGBoost,1.9645328521728516,"96 9070.998047 +97 9223.908203 +98 10570.313477 +99 10083.145508 +100 12563.388672 +101 12233.946289 +102 8426.595703 +103 12237.819336 +104 12230.607422 +105 9032.848633 +106 12239.277344 +107 9032.848633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,MLP,1.578463077545166,"96 22238.942123 +97 19208.024223 +98 -1468.714828 +99 20965.313643 +100 24293.898769 +101 11466.525507 +102 19916.370632 +103 22673.042341 +104 20198.184331 +105 17577.608310 +106 24037.439606 +107 26197.196508 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,MLP,1.0153796672821045,"96 256853.639630 +97 255404.613287 +98 254058.556292 +99 272366.934960 +100 250866.749842 +101 287003.821436 +102 295611.380294 +103 294038.480963 +104 314674.041126 +105 326073.679693 +106 341326.355418 +107 331246.804177 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,XGBoost,1.5204920768737793,"95 18464.322266 +96 18594.853516 +97 21066.755859 +98 21725.001953 +99 22971.158203 +100 22284.675781 +101 22284.675781 +102 22555.048828 +103 33321.996094 +104 33335.988281 +105 32808.519531 +106 27415.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,IPTU,XGBoost,2.4591903686523438,"96 1.575057e+06 +97 1.346064e+06 +98 5.628999e+05 +99 8.639369e+05 +100 1.135658e+06 +101 8.948954e+05 +102 1.217998e+06 +103 1.249632e+06 +104 1.225565e+06 +105 1.239552e+06 +106 1.249853e+06 +107 1.239552e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ISS,SARIMAX,1.363037347793579,"96 1413166.500 +97 1395251.625 +98 1395251.625 +99 1393819.875 +100 1393795.125 +101 1393795.125 +102 1393795.125 +103 1393795.125 +104 1393795.125 +105 1393795.125 +106 1393795.125 +107 1393795.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,ITBI,MLP,0.8872489929199219,"96 614801.494405 +97 628668.619715 +98 611578.683528 +99 745244.689317 +100 669176.232751 +101 681018.719920 +102 664641.109685 +103 685038.292049 +104 771313.826232 +105 665455.099993 +106 475727.075953 +107 743594.659931 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,MLP,0.9178769588470459,"96 9.117832e+06 +97 8.593760e+06 +98 8.589523e+06 +99 9.311983e+06 +100 8.631641e+06 +101 9.913844e+06 +102 1.025465e+07 +103 1.028668e+07 +104 1.102359e+07 +105 1.147072e+07 +106 1.206582e+07 +107 1.185063e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,XGBoost,1.2068183422088623,"96 2317447.000 +97 2317447.000 +98 1960258.625 +99 2183731.750 +100 2183731.750 +101 2253972.000 +102 2677802.500 +103 2844170.500 +104 2844170.500 +105 2844170.500 +106 3115009.500 +107 2758075.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,IPTU,Prophet,2.2798831462860107,"96 322990.96875 +97 323392.18750 +98 345153.21875 +99 352261.00000 +100 345001.18750 +101 338165.15625 +102 316097.46875 +103 338165.15625 +104 339043.37500 +105 339043.37500 +106 341453.46875 +107 338165.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ISS,MLP,2.0650999546051025,"96 273712.971827 +97 354232.882530 +98 352069.092341 +99 362414.265055 +100 347909.502326 +101 360721.116104 +102 392578.279003 +103 382974.026528 +104 329849.052557 +105 358925.916817 +106 361325.128336 +107 302383.434532 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,ITBI,SARIMAX,1.6997463703155518,"96 160407.734375 +97 209060.625000 +98 140220.531250 +99 166059.531250 +100 142459.328125 +101 165041.031250 +102 139254.515625 +103 118525.078125 +104 159626.078125 +105 130707.804688 +106 129530.867188 +107 163153.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,MLP,0.9894776344299316,"96 1.682305e+06 +97 1.567229e+06 +98 1.561103e+06 +99 1.707528e+06 +100 1.579804e+06 +101 1.817347e+06 +102 1.879283e+06 +103 1.871150e+06 +104 2.007431e+06 +105 2.085504e+06 +106 2.185316e+06 +107 2.139686e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,XGBoost,1.0657100677490234,"96 8.432174e+05 +97 9.809724e+05 +98 9.160684e+05 +99 9.992701e+05 +100 1.059733e+06 +101 1.128890e+06 +102 1.129126e+06 +103 1.129126e+06 +104 1.129126e+06 +105 1.052634e+06 +106 1.074693e+06 +107 9.886961e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,IPTU,XGBoost,0.9718046188354492,"85 8185.499512 +86 8235.083008 +87 8047.752441 +88 8107.420410 +89 23453.654297 +90 31915.378906 +91 19054.078125 +92 19393.933594 +93 19393.933594 +94 19121.001953 +95 21781.582031 +96 21781.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ISS,XGBoost,1.0978662967681885,"96 34332.113281 +97 34789.906250 +98 33778.652344 +99 47373.484375 +100 46866.921875 +101 45813.781250 +102 48056.988281 +103 27991.302734 +104 51163.445312 +105 28072.894531 +106 51816.054688 +107 22577.279297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,ITBI,XGBoost,2.0313990116119385,"94 7659.198242 +95 13270.259766 +96 9511.006836 +97 8444.561523 +98 2837.663086 +99 4449.677246 +100 7510.766602 +101 7910.976562 +102 5778.354004 +103 4642.735352 +104 7436.193848 +105 9342.533203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,MLP,1.4133617877960205,"96 627218.648866 +97 588116.612837 +98 588176.272732 +99 640579.586435 +100 593654.920713 +101 683581.532720 +102 709260.142690 +103 710035.571667 +104 764232.163853 +105 798450.469957 +106 841326.088929 +107 831027.358890 +Name: Valor, dtype: float64" +Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,MLP,1.0993971824645996,"73 52484.431652 +74 -5824.235749 +75 98790.120888 +76 65832.398602 +77 41829.811070 +78 98752.052427 +79 81774.902057 +80 87777.802094 +81 98782.814953 +82 91090.829426 +83 104258.106093 +84 41817.264961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,IPTU,XGBoost,0.9804244041442871,"96 391640.53125 +97 394490.09375 +98 392056.65625 +99 308175.53125 +100 318121.93750 +101 375213.46875 +102 287334.21875 +103 283043.81250 +104 283055.25000 +105 288552.06250 +106 292421.28125 +107 375675.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ISS,MLP,1.0361716747283936,"96 646893.982886 +97 703743.972517 +98 661818.310656 +99 599002.508613 +100 621740.054826 +101 674537.556881 +102 682830.139375 +103 665194.864616 +104 673143.920327 +105 684462.971576 +106 723033.421865 +107 700761.827831 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,ITBI,XGBoost,0.9225032329559326,"96 219541.000000 +97 275289.281250 +98 275030.531250 +99 281283.687500 +100 280700.625000 +101 280067.156250 +102 239964.078125 +103 280593.593750 +104 270800.500000 +105 183508.218750 +106 179810.296875 +107 278266.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,MLP,0.9001138210296631,"96 3.202557e+06 +97 2.966582e+06 +98 2.952311e+06 +99 3.219694e+06 +100 2.958792e+06 +101 3.409012e+06 +102 3.519866e+06 +103 3.487134e+06 +104 3.746609e+06 +105 3.894135e+06 +106 4.076116e+06 +107 3.986650e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,MLP,0.908576488494873,"96 -6.861888e+05 +97 -1.565427e+04 +98 2.128132e+06 +99 -1.955442e+05 +100 2.650012e+05 +101 1.575011e+06 +102 5.709834e+05 +103 5.743243e+05 +104 1.091966e+06 +105 9.039862e+05 +106 8.632476e+05 +107 -8.740993e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,IPTU,MLP,1.5879857540130615,"91 290153.673372 +92 249149.310225 +93 -239823.623195 +94 261945.055245 +95 327112.463314 +96 129614.723839 +97 103754.365520 +98 167747.038599 +99 -34128.252995 +100 292735.130076 +101 258977.111263 +102 129153.593113 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ISS,MLP,1.7460110187530518,"96 121661.270477 +97 154435.426602 +98 171424.004172 +99 163594.805734 +100 153892.968358 +101 170395.159431 +102 188986.564920 +103 158002.852829 +104 191638.446756 +105 190190.333815 +106 183167.347864 +107 193021.316643 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,ITBI,XGBoost,1.7119204998016357,"94 43667.859375 +95 20971.919922 +96 21684.890625 +97 21236.287109 +98 24734.164062 +99 28320.478516 +100 24980.892578 +101 21720.482422 +102 29517.310547 +103 22804.978516 +104 23990.427734 +105 30667.183594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,MLP,1.6276600360870361,"96 9.146239e+05 +97 8.526672e+05 +98 8.446936e+05 +99 9.061278e+05 +100 8.260717e+05 +101 9.481952e+05 +102 9.713050e+05 +103 9.647915e+05 +104 1.029944e+06 +105 1.063882e+06 +106 1.113367e+06 +107 1.076663e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,MLP,1.6509227752685547,"96 23034.138889 +97 54257.138214 +98 157433.993417 +99 43733.504505 +100 68990.831932 +101 144635.578467 +102 130262.539498 +103 139484.064649 +104 148072.551189 +105 159340.421898 +106 165345.106750 +107 -13023.076042 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,IPTU,AR,1.1250004768371582,"96 1759169.875 +97 1797422.625 +98 1774454.625 +99 1798179.500 +100 1774454.625 +101 1798179.500 +102 1774454.625 +103 1798179.500 +104 1854808.000 +105 1859486.000 +106 1854808.000 +107 1852005.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,1.4069249629974365,"96 2084972.25 +97 2086870.25 +98 2136105.75 +99 2136914.25 +100 2136914.25 +101 2136914.25 +102 2142520.50 +103 2142458.00 +104 2140889.50 +105 2140107.50 +106 2142520.50 +107 2140889.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,ITBI,XGBoost,0.9387173652648926,"96 377385.75000 +97 331819.90625 +98 358649.65625 +99 389388.93750 +100 357048.87500 +101 356005.25000 +102 293416.62500 +103 293416.62500 +104 279686.59375 +105 356344.75000 +106 355620.65625 +107 281306.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,MLP,1.0163474082946777,"96 1.053845e+07 +97 9.751107e+06 +98 9.770731e+06 +99 1.057482e+07 +100 9.749944e+06 +101 1.125405e+07 +102 1.160265e+07 +103 1.156180e+07 +104 1.241181e+07 +105 1.290052e+07 +106 1.386538e+07 +107 1.330978e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,XGBoost,2.1141867637634277,"96 2090243.250 +97 1681835.750 +98 2149525.750 +99 1918860.875 +100 1919928.625 +101 2124706.000 +102 2131494.000 +103 2131494.000 +104 2132058.500 +105 2289253.500 +106 2686169.250 +107 2157616.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,MLP,2.119473934173584,"80 28330.272150 +81 21181.586944 +82 16371.712119 +83 22214.231670 +84 9382.296966 +85 -3913.593492 +86 31775.057261 +87 25728.581226 +88 11745.707607 +89 18882.421188 +90 24157.283004 +91 23346.728537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ISS,XGBoost,1.594466209411621,"96 6444.488281 +97 6803.425293 +98 6818.145020 +99 4443.847656 +100 5544.869141 +101 6207.621582 +102 5321.973145 +103 4829.165039 +104 4846.776855 +105 5281.527832 +106 4476.160156 +107 4411.265137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,XGBoost,0.8849399089813232,"84 14091.500000 +85 15040.571289 +86 14652.279297 +87 14020.196289 +88 16862.457031 +89 13623.018555 +90 17878.095703 +91 17404.083984 +92 16178.112305 +93 14807.723633 +94 17819.093750 +95 14958.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,MLP,0.9332888126373291,"96 623079.246189 +97 586452.121503 +98 585924.379366 +99 633115.768389 +100 584877.874944 +101 671489.789399 +102 693756.433830 +103 693927.212070 +104 742957.474589 +105 771751.387723 +106 809437.579863 +107 793718.606969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,MLP,0.9826197624206543,"96 -29901.856279 +97 11621.301485 +98 96639.242715 +99 15867.769917 +100 57330.696835 +101 72598.286526 +102 71212.643756 +103 83367.414556 +104 70560.049304 +105 85957.941926 +106 95927.675209 +107 -57944.635129 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,IPTU,XGBoost,0.7753839492797852,"65 16228.916016 +66 16295.029297 +67 20983.427734 +68 20712.074219 +69 20987.681641 +70 4889.226074 +71 7915.008789 +72 7831.417480 +73 7896.830566 +74 20924.781250 +75 20977.201172 +76 21025.833984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ISS,XGBoost,1.7655234336853027,"96 10789.045898 +97 10541.202148 +98 8655.659180 +99 10477.855469 +100 7976.665039 +101 10485.601562 +102 7694.278809 +103 8036.156250 +104 8587.339844 +105 8590.403320 +106 8487.518555 +107 8312.644531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,ITBI,XGBoost,1.7525417804718018,"95 20351.619141 +96 33550.031250 +97 10921.933594 +98 19476.882812 +99 24341.824219 +100 26533.912109 +101 11329.667969 +102 23851.919922 +103 11213.532227 +104 24464.589844 +105 11013.439453 +106 28228.144531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,MLP,1.2180075645446777,"96 737385.835563 +97 735101.703092 +98 730557.577419 +99 781607.646871 +100 718507.635370 +101 821043.592863 +102 844589.952349 +103 840638.022119 +104 898702.920302 +105 930393.598204 +106 974074.304617 +107 942786.204323 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,XGBoost,2.001946210861206,"96 51276.714844 +97 49234.554688 +98 28299.986328 +99 34505.839844 +100 28131.687500 +101 29280.019531 +102 28131.220703 +103 28023.267578 +104 29303.773438 +105 28665.628906 +106 29195.820312 +107 19573.361328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,IPTU,MLP,1.9097504615783691,"96 4.657324e+06 +97 2.561097e+06 +98 2.497002e+05 +99 3.605869e+06 +100 -3.235385e+06 +101 5.696295e+06 +102 4.655116e+06 +103 -2.128404e+06 +104 3.957198e+06 +105 5.045560e+06 +106 3.900173e+04 +107 3.254317e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ISS,XGBoost,1.6062662601470947,"96 6324377.5 +97 6206891.0 +98 6206891.0 +99 6673967.0 +100 6628920.0 +101 6653983.0 +102 6653983.0 +103 6600465.5 +104 6702152.5 +105 6600465.5 +106 6702152.5 +107 5794359.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,ITBI,MLP,0.7904009819030762,"96 2.185103e+06 +97 1.869743e+06 +98 2.200188e+06 +99 2.316740e+06 +100 2.188094e+06 +101 2.441847e+06 +102 2.499745e+06 +103 2.523576e+06 +104 2.315769e+06 +105 2.404522e+06 +106 2.576028e+06 +107 2.312772e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,MLP,0.9545743465423584,"96 1.270586e+07 +97 1.165318e+07 +98 1.154977e+07 +99 1.261699e+07 +100 1.151389e+07 +101 1.326269e+07 +102 1.363723e+07 +103 1.340855e+07 +104 1.438502e+07 +105 1.488221e+07 +106 1.550185e+07 +107 1.502336e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,MLP,1.1908085346221924,"96 -1.957142e+06 +97 1.617678e+05 +98 8.304939e+06 +99 2.751310e+04 +100 2.383434e+06 +101 6.067835e+06 +102 3.300953e+06 +103 4.095144e+06 +104 4.680892e+06 +105 4.512812e+06 +106 5.092129e+06 +107 -3.981358e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,IPTU,XGBoost,1.0459625720977783,"95 164503.296875 +96 281313.281250 +97 324243.562500 +98 270192.437500 +99 279217.906250 +100 255602.390625 +101 262385.968750 +102 280610.531250 +103 280610.531250 +104 280854.875000 +105 426538.000000 +106 420467.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ISS,XGBoost,1.2583415508270264,"96 772230.8125 +97 807307.3750 +98 855128.9375 +99 855128.9375 +100 855251.8750 +101 820267.0000 +102 855251.8750 +103 855251.8750 +104 855251.8750 +105 787110.9375 +106 855251.8750 +107 787110.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,ITBI,MLP,0.8151230812072754,"96 100846.462016 +97 82171.514847 +98 73583.846356 +99 112072.898956 +100 80309.100703 +101 94230.924953 +102 94902.119411 +103 92396.180242 +104 103364.402754 +105 116834.708775 +106 107709.184928 +107 113383.557284 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,XGBoost,1.0284605026245117,"96 1.117878e+06 +97 1.016568e+06 +98 9.449716e+05 +99 1.107660e+06 +100 9.251549e+05 +101 1.070267e+06 +102 1.056300e+06 +103 1.060421e+06 +104 1.071020e+06 +105 1.062586e+06 +106 1.077861e+06 +107 9.898247e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,XGBoost,2.09126615524292,"96 554948.5625 +97 693958.6875 +98 675457.3750 +99 542363.3750 +100 542132.6875 +101 684183.1250 +102 684662.7500 +103 684662.7500 +104 684662.7500 +105 684662.7500 +106 928160.9375 +107 549686.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,IPTU,HWES,1.9410700798034668,"91 268881.843750 +92 320626.906250 +93 155160.578125 +94 109742.859375 +95 134258.140625 +96 164699.109375 +97 161644.937500 +98 118296.406250 +99 198870.421875 +100 159218.078125 +101 240982.968750 +102 271878.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ISS,XGBoost,1.6338214874267578,"96 123228.812500 +97 119909.507812 +98 170426.687500 +99 115029.625000 +100 110211.914062 +101 153672.859375 +102 110491.093750 +103 120983.078125 +104 153628.140625 +105 114671.671875 +106 149849.593750 +107 115339.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,ITBI,MLP,0.9090766906738281,"96 70083.974965 +97 93877.962792 +98 47436.679384 +99 75467.801650 +100 105078.118932 +101 94609.633378 +102 89906.156291 +103 77530.460883 +104 87614.335142 +105 113973.977013 +106 103094.303203 +107 83566.595935 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,MLP,1.0534758567810059,"96 766201.513217 +97 710831.334355 +98 703588.522773 +99 768911.958427 +100 682127.644875 +101 805633.127789 +102 848716.687708 +103 809774.811837 +104 869736.525696 +105 900027.703359 +106 931153.808269 +107 902918.707618 +Name: Valor, dtype: float64" +Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,MLP,1.575659990310669,"96 -169980.805619 +97 -14486.440066 +98 432398.219869 +99 -77939.351902 +100 46413.601583 +101 318588.566966 +102 74924.033706 +103 99112.548209 +104 212007.554623 +105 148124.952768 +106 150046.285326 +107 -198954.896686 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,IPTU,XGBoost,1.1017653942108154,"85 23869.027344 +86 20625.941406 +87 43802.871094 +88 16847.593750 +89 16847.593750 +90 16491.457031 +91 16057.220703 +92 17169.259766 +93 17169.259766 +94 18110.375000 +95 18110.375000 +96 16057.220703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ISS,MLP,0.9680972099304199,"96 33016.699484 +97 49414.162139 +98 47612.099019 +99 50121.061180 +100 52326.278877 +101 46297.351756 +102 46080.680796 +103 48869.771655 +104 50337.306059 +105 52259.897685 +106 56261.641921 +107 46287.957045 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,ITBI,XGBoost,1.7161002159118652,"93 12391.790039 +94 15540.849609 +95 16620.960938 +96 18304.654297 +97 18279.906250 +98 13105.697266 +99 17741.585938 +100 11550.941406 +101 17414.576172 +102 9387.771484 +103 20266.468750 +104 19272.263672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,MLP,1.962120532989502,"96 1.096572e+06 +97 1.197962e+06 +98 1.054265e+06 +99 1.132688e+06 +100 1.060573e+06 +101 1.195672e+06 +102 1.245178e+06 +103 1.234856e+06 +104 1.312822e+06 +105 1.366178e+06 +106 1.430694e+06 +107 1.394293e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,MLP,1.8698370456695557,"96 22386.476663 +97 -140733.299479 +98 166059.479398 +99 143777.175842 +100 82973.140007 +101 98008.639382 +102 111984.836520 +103 144075.441627 +104 126692.678445 +105 122717.857737 +106 143526.289730 +107 -48798.120576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,IPTU,XGBoost,2.9477639198303223,"96 1.458471e+06 +97 4.357828e+05 +98 2.943232e+05 +99 2.698833e+05 +100 2.190892e+05 +101 2.382072e+05 +102 2.877770e+05 +103 2.763565e+05 +104 3.208791e+05 +105 3.156943e+05 +106 2.859627e+05 +107 2.920523e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ISS,MLP,1.0165140628814697,"96 1.677939e+06 +97 1.858742e+06 +98 1.874721e+06 +99 1.860162e+06 +100 1.921956e+06 +101 1.892861e+06 +102 2.059026e+06 +103 1.992937e+06 +104 1.753761e+06 +105 2.345453e+06 +106 2.117285e+06 +107 1.983559e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,ITBI,MLP,1.0733082294464111,"96 561757.104692 +97 620002.063352 +98 573516.944834 +99 574437.345360 +100 609614.874475 +101 580217.137386 +102 564508.704830 +103 518866.101058 +104 503432.354345 +105 588379.753825 +106 565743.057382 +107 510836.615783 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,MLP,1.022019624710083,"96 2.835522e+06 +97 2.635999e+06 +98 2.627203e+06 +99 2.858902e+06 +100 2.630772e+06 +101 3.029164e+06 +102 3.130045e+06 +103 3.109807e+06 +104 3.340941e+06 +105 3.475594e+06 +106 3.642850e+06 +107 3.571086e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,MLP,0.8944735527038574,"96 -6.371657e+05 +97 1.075215e+05 +98 2.031338e+06 +99 -1.891318e+04 +100 5.436606e+05 +101 1.420133e+06 +102 8.026510e+05 +103 9.703876e+05 +104 1.055422e+06 +105 1.080494e+06 +106 1.200073e+06 +107 -1.062518e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,IPTU,XGBoost,1.0470130443572998,"95 7.305262e+05 +96 8.789101e+05 +97 1.072417e+06 +98 1.053261e+06 +99 1.025698e+06 +100 1.030876e+06 +101 1.048160e+06 +102 1.104259e+06 +103 1.171822e+06 +104 1.172672e+06 +105 1.182507e+06 +106 1.196641e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ISS,MLP,0.917452335357666,"96 9.227664e+05 +97 9.862274e+05 +98 1.074964e+06 +99 1.052782e+06 +100 1.106093e+06 +101 1.111870e+06 +102 1.114890e+06 +103 1.107937e+06 +104 1.002320e+06 +105 1.073003e+06 +106 1.042199e+06 +107 9.893874e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,ITBI,MLP,1.001286506652832,"96 488211.963080 +97 592212.907512 +98 543139.819053 +99 565113.324438 +100 622151.079671 +101 575760.772434 +102 612443.208697 +103 605688.765074 +104 685536.397009 +105 771392.286907 +106 665954.562631 +107 626942.191762 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,MLP,0.9183173179626465,"96 3.685806e+06 +97 3.440405e+06 +98 3.413967e+06 +99 3.691122e+06 +100 3.376773e+06 +101 3.882682e+06 +102 3.995949e+06 +103 3.977392e+06 +104 4.258755e+06 +105 4.414476e+06 +106 4.630154e+06 +107 4.534256e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,MLP,1.4508686065673828,"96 4.714043e+03 +97 5.358798e+05 +98 1.610054e+06 +99 4.561055e+05 +100 9.486756e+05 +101 1.333998e+06 +102 1.156636e+06 +103 1.429583e+06 +104 1.473862e+06 +105 1.528963e+06 +106 1.641135e+06 +107 -2.994419e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,IPTU,MLP,2.655231237411499,"74 37038.890125 +75 22491.932377 +76 17047.399173 +77 28198.645287 +78 29037.495385 +79 28321.994774 +80 21870.194428 +81 -14279.260488 +82 31672.470083 +83 38841.369033 +84 15805.822413 +85 18118.786482 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ISS,MLP,3.3936359882354736,"96 20516.816683 +97 20292.561606 +98 22360.584699 +99 13135.791687 +100 20036.416039 +101 19913.613584 +102 18095.038972 +103 17485.489156 +104 15994.081699 +105 16963.355123 +106 12502.553364 +107 6265.008771 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,ITBI,XGBoost,1.1690213680267334,"73 2523.579346 +74 2706.161133 +75 4572.645996 +76 2076.319824 +77 1614.320679 +78 2437.374512 +79 2388.642822 +80 4266.214844 +81 2875.740234 +82 4806.060547 +83 1654.877319 +84 1665.973877 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,XGBoost,0.874213457107544,"96 261912.359375 +97 262004.937500 +98 255253.484375 +99 265976.406250 +100 256679.234375 +101 253570.671875 +102 251768.609375 +103 251456.859375 +104 252719.281250 +105 261501.140625 +106 253596.390625 +107 259095.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,XGBoost,1.3695173263549805,"94 16564.761719 +95 30929.744141 +96 14443.960938 +97 15059.696289 +98 9402.170898 +99 10143.479492 +100 10369.380859 +101 10916.435547 +102 10929.354492 +103 10504.587891 +104 10916.435547 +105 9415.702148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,MLP,1.499814748764038,"88 -29811.082270 +89 -8414.412839 +90 59715.431441 +91 -12119.213100 +92 109.166036 +93 28963.422299 +94 6726.191462 +95 17005.575606 +96 10657.959407 +97 12575.574858 +98 24443.595402 +99 -63889.837349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,MLP,1.4157073497772217,"96 15192.517465 +97 14537.708337 +98 14439.134081 +99 15567.828498 +100 13458.006806 +101 19784.021132 +102 13968.517029 +103 13557.497610 +104 18101.363542 +105 15521.575902 +106 19013.969836 +107 16168.421007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,XGBoost,0.9848623275756836,"94 15335.017578 +95 16677.121094 +96 18688.039062 +97 18865.746094 +98 17999.914062 +99 16404.123047 +100 16371.867188 +101 16412.779297 +102 16855.398438 +103 18713.652344 +104 18757.044922 +105 17780.441406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,MLP,0.9998137950897217,"96 487493.297297 +97 456423.759790 +98 455667.241607 +99 495686.338528 +100 458344.577578 +101 527364.579101 +102 545931.804070 +103 545979.592528 +104 586823.899625 +105 611868.572099 +106 644196.663852 +107 633522.159946 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,MLP,2.358555793762207,"96 -42089.319093 +97 17412.037386 +98 107104.353016 +99 -16250.541318 +100 33062.483141 +101 83354.060516 +102 45071.192739 +103 59537.557882 +104 60154.389456 +105 64225.367212 +106 70772.986660 +107 -64655.126504 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,IPTU,XGBoost,1.7578272819519043,"55 22362.347656 +56 31823.302734 +57 31823.302734 +58 43163.074219 +59 43163.074219 +60 43158.500000 +61 43158.500000 +62 31799.863281 +63 31799.863281 +64 31760.427734 +65 31760.427734 +66 31760.427734 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ISS,XGBoost,2.149728536605835,"72 24922.568359 +73 24973.294922 +74 23876.416016 +75 27382.441406 +76 25314.306641 +77 24866.205078 +78 23829.578125 +79 25155.503906 +80 25081.984375 +81 21618.812500 +82 26980.244141 +83 26060.392578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,ITBI,MLP,1.283013105392456,"71 8538.139230 +72 36493.533030 +73 37322.540131 +74 18124.806888 +75 39218.220495 +76 28079.578750 +77 41479.231608 +78 30385.427140 +79 38808.692245 +80 44958.662450 +81 53679.194727 +82 53472.109990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,MLP,0.8418381214141846,"72 623233.071563 +73 592983.229624 +74 593274.130627 +75 646267.195280 +76 601488.488798 +77 692444.915561 +78 719136.687946 +79 722886.128732 +80 777700.502607 +81 812359.088139 +82 857300.875294 +83 848681.088798 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,MLP,1.4195201396942139,"72 -48079.831828 +73 45391.301073 +74 157601.047812 +75 39715.289435 +76 61783.663814 +77 119552.962847 +78 103425.060680 +79 104453.021457 +80 105021.008461 +81 117148.469659 +82 124900.259637 +83 -26902.176827 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,XGBoost,0.9918410778045654,"86 7077.162598 +87 8237.465820 +88 3743.286377 +89 3847.734375 +90 3923.396973 +91 4167.818359 +92 3629.278076 +93 3629.278076 +94 3457.416504 +95 7995.905273 +96 3847.734375 +97 3738.821289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,XGBoost,0.9502248764038086,"96 11626.310547 +97 11763.132812 +98 12487.205078 +99 10463.982422 +100 12462.699219 +101 5897.335938 +102 12408.116211 +103 10381.173828 +104 10433.830078 +105 12368.124023 +106 14899.062500 +107 8953.994141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,1.5382130146026611,"87 7035.370117 +88 7401.807617 +89 6515.343750 +90 6562.441406 +91 11004.374023 +92 7361.143066 +93 11730.436523 +94 7212.430664 +95 12096.569336 +96 6989.070801 +97 6878.347656 +98 6325.983887 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,XGBoost,1.0402724742889404,"96 289950.37500 +97 282840.65625 +98 292096.03125 +99 310467.65625 +100 312062.06250 +101 277770.18750 +102 297481.87500 +103 303241.56250 +104 315941.56250 +105 314212.46875 +106 316612.93750 +107 316092.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,MLP,1.8615186214447021,"94 45623.467962 +95 24528.925260 +96 27983.701600 +97 26826.182887 +98 41745.485174 +99 49861.201138 +100 40744.891672 +101 -23394.019996 +102 58319.658458 +103 70507.106611 +104 41520.505503 +105 6652.972716 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,XGBoost,2.7365145683288574,"94 14132.668945 +95 12910.778320 +96 12676.137695 +97 11598.975586 +98 11598.975586 +99 11689.012695 +100 11736.141602 +101 11397.931641 +102 11744.549805 +103 11524.432617 +104 11744.549805 +105 11669.795898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ISS,MLP,1.4693076610565186,"96 83243.638628 +97 84519.971881 +98 85581.305538 +99 86690.590568 +100 83811.094901 +101 84981.363966 +102 93323.206158 +103 88343.113894 +104 90254.066461 +105 98059.876588 +106 105149.584144 +107 90270.410472 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,XGBoost,0.8447701930999756,"96 24188.876953 +97 26992.802734 +98 6377.929688 +99 21248.363281 +100 22508.564453 +101 29620.689453 +102 20124.748047 +103 22800.261719 +104 29539.878906 +105 23229.234375 +106 23225.023438 +107 22390.232422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,MLP,0.9716072082519531,"96 639782.370860 +97 587541.466079 +98 582794.781196 +99 634720.860121 +100 578665.104184 +101 666591.515004 +102 684985.282397 +103 673437.519342 +104 722096.905681 +105 746689.399961 +106 777273.831410 +107 753340.827665 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,MLP,1.1287448406219482,"96 -9267.022138 +97 39189.339016 +98 86938.068191 +99 22877.082332 +100 40195.828480 +101 73249.631248 +102 74875.911119 +103 75321.625571 +104 77666.052285 +105 85923.140007 +106 90772.113631 +107 -1798.676618 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,IPTU,XGBoost,0.9898009300231934,"87 12999.213867 +88 13029.081055 +89 12998.327148 +90 13106.908203 +91 20545.835938 +92 17908.664062 +93 18634.478516 +94 14810.881836 +95 14031.696289 +96 14702.848633 +97 14702.848633 +98 14702.848633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ISS,MLP,0.8772509098052979,"96 33259.570251 +97 37861.721913 +98 41351.760804 +99 40667.425825 +100 45539.456473 +101 49604.408547 +102 41072.771326 +103 48536.775857 +104 47387.870670 +105 52394.191187 +106 55285.947958 +107 50063.592219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,ITBI,MLP,0.9499869346618652,"96 93263.019187 +97 87485.075253 +98 49513.137337 +99 85710.013068 +100 103701.148949 +101 111290.708886 +102 90209.002957 +103 94377.556604 +104 117721.028165 +105 124251.199122 +106 109497.007830 +107 130086.903639 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,MLP,0.9831137657165527,"96 1.144231e+06 +97 1.072204e+06 +98 1.064326e+06 +99 1.149643e+06 +100 1.059820e+06 +101 1.217286e+06 +102 1.253825e+06 +103 1.250108e+06 +104 1.338029e+06 +105 1.387593e+06 +106 1.455728e+06 +107 1.417811e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,MLP,1.1965510845184326,"95 -32687.125578 +96 30391.694142 +97 157248.745409 +98 19909.286469 +99 66846.494977 +100 106803.592953 +101 85956.494903 +102 100003.366480 +103 92409.054665 +104 98319.069811 +105 116612.457804 +106 -55998.349146 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,IPTU,XGBoost,2.9601500034332275,"96 25017.619141 +97 27230.345703 +98 26277.121094 +99 28892.460938 +100 27065.255859 +101 15254.426758 +102 9580.794922 +103 10090.017578 +104 21665.164062 +105 25897.972656 +106 26210.494141 +107 27342.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ISS,XGBoost,1.8375275135040283,"96 52580.312500 +97 60746.667969 +98 56420.695312 +99 71240.875000 +100 65361.769531 +101 65188.039062 +102 71110.882812 +103 65111.953125 +104 38636.207031 +105 65111.953125 +106 70997.484375 +107 50299.605469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,ITBI,MLP,0.8966727256774902,"93 67581.900499 +94 45050.030326 +95 12356.486513 +96 51081.585570 +97 54812.582073 +98 27517.746572 +99 -39247.429183 +100 39301.605374 +101 75559.169184 +102 29695.420218 +103 34398.018485 +104 47720.619506 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,SES,0.8757109642028809,"96 1191966.875 +97 1236776.125 +98 1065752.000 +99 1201784.250 +100 1057231.125 +101 1153726.125 +102 1149020.625 +103 1183960.000 +104 1178516.250 +105 1233504.625 +106 1239830.000 +107 1088240.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,MLP,0.8216350078582764,"96 -69490.166074 +97 22110.713614 +98 145487.757090 +99 -2045.582451 +100 57081.358992 +101 100592.666461 +102 67018.799802 +103 90424.709179 +104 80045.399554 +105 88453.558664 +106 103074.718030 +107 -102619.480095 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,IPTU,XGBoost,1.1949794292449951,"96 6180197.00 +97 6173029.00 +98 5324022.00 +99 5344241.00 +100 5413891.50 +101 4960479.50 +102 2726424.75 +103 2625818.50 +104 3739214.25 +105 4084003.25 +106 4191862.75 +107 5322676.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,1.3266606330871582,"96 2.261240e+07 +97 2.363632e+07 +98 2.383782e+07 +99 2.340155e+07 +100 2.388940e+07 +101 2.376142e+07 +102 2.405846e+07 +103 2.405048e+07 +104 2.400817e+07 +105 2.387519e+07 +106 2.444081e+07 +107 2.403546e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,ITBI,MLP,1.014756202697754,"96 6.829233e+06 +97 7.138734e+06 +98 6.273654e+06 +99 6.596205e+06 +100 6.782247e+06 +101 7.074696e+06 +102 7.147975e+06 +103 6.575875e+06 +104 7.336184e+06 +105 7.352088e+06 +106 7.752472e+06 +107 7.994809e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,MLP,1.0722875595092773,"96 4.937617e+07 +97 4.517617e+07 +98 4.472295e+07 +99 4.877046e+07 +100 4.438273e+07 +101 5.113165e+07 +102 5.246590e+07 +103 5.145278e+07 +104 5.513607e+07 +105 5.692393e+07 +106 5.916450e+07 +107 5.714508e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,XGBoost,1.10502028465271,"96 24089950.0 +97 33220984.0 +98 33220984.0 +99 34746068.0 +100 34746068.0 +101 37258400.0 +102 37258400.0 +103 37258400.0 +104 37258400.0 +105 37258400.0 +106 37258400.0 +107 34149224.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,IPTU,MLP,1.6494479179382324,"95 4.626295e+06 +96 -2.872282e+06 +97 5.810144e+06 +98 6.493120e+06 +99 -2.011603e+05 +100 4.321198e+06 +101 5.446728e+06 +102 2.925778e+06 +103 3.800857e+06 +104 4.301304e+06 +105 4.612098e+06 +106 4.741312e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ISS,XGBoost,1.4575419425964355,"96 3863944.50 +97 3842254.50 +98 3890029.00 +99 3928055.00 +100 3933534.75 +101 3956791.75 +102 3934331.25 +103 3948830.50 +104 3937108.00 +105 3951607.00 +106 3932008.50 +107 3937108.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,ITBI,MLP,1.6282505989074707,"96 759015.130313 +97 805115.960201 +98 732014.383473 +99 781850.531334 +100 723606.003417 +101 866481.986213 +102 547143.661638 +103 657619.250842 +104 865159.158180 +105 806169.124598 +106 908550.591419 +107 890256.085494 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,XGBoost,1.7161774635314941,"96 4242571.00 +97 4263699.00 +98 3733875.00 +99 3981114.00 +100 3599646.50 +101 3874479.75 +102 3987449.75 +103 3981172.00 +104 3915255.75 +105 3909907.00 +106 4249784.00 +107 3640161.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,MLP,1.0476751327514648,"96 3.791987e+05 +97 6.762926e+05 +98 1.766832e+06 +99 1.040197e+05 +100 1.020554e+06 +101 1.808329e+06 +102 1.475145e+06 +103 1.629519e+06 +104 1.778234e+06 +105 1.906267e+06 +106 2.049485e+06 +107 -2.867164e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,IPTU,MLP,1.2857744693756104,"96 -227298.962811 +97 89425.567810 +98 913367.625135 +99 362164.484309 +100 321606.029082 +101 468703.965934 +102 505702.817676 +103 487287.328760 +104 421944.720609 +105 503189.013096 +106 549247.532957 +107 -247663.091093 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ISS,XGBoost,0.9392809867858887,"96 624758.6250 +97 681320.0625 +98 630831.2500 +99 602803.6250 +100 542403.0625 +101 542403.0625 +102 539711.8750 +103 631517.6875 +104 581790.4375 +105 573537.3750 +106 539919.8125 +107 574658.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,ITBI,MLP,1.151827096939087,"96 140289.405086 +97 233689.481331 +98 172991.934416 +99 186005.324442 +100 215523.939452 +101 99728.174593 +102 243947.579527 +103 225234.653519 +104 206732.171993 +105 244354.342396 +106 233442.553473 +107 273333.141702 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9933710098266602,"96 2980375.25 +97 2894157.50 +98 2699264.50 +99 2951666.50 +100 2635184.50 +101 2859026.75 +102 2898698.50 +103 2739367.50 +104 2978891.75 +105 2989423.75 +106 3010020.50 +107 2737553.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,MLP,1.0770530700683594,"96 -60669.754346 +97 195198.201253 +98 747468.352248 +99 124491.523465 +100 328349.506736 +101 526140.109518 +102 514734.382170 +103 583161.823449 +104 548811.389231 +105 589649.115261 +106 665726.886380 +107 -262498.003093 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,IPTU,XGBoost,0.8523216247558594,"75 85087.781250 +76 85087.781250 +77 84877.335938 +78 84800.531250 +79 72205.992188 +80 69434.117188 +81 69173.921875 +82 65403.796875 +83 66542.312500 +84 65403.796875 +85 65403.796875 +86 68371.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ISS,MLP,2.3789992332458496,"96 45853.649001 +97 55072.615542 +98 52774.805838 +99 60283.263446 +100 68693.318179 +101 61599.238562 +102 62531.047019 +103 59316.510238 +104 68022.277011 +105 61886.314268 +106 63512.632889 +107 58729.636396 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,ITBI,XGBoost,2.3080642223358154,"96 79554.718750 +97 85548.367188 +98 88641.140625 +99 108976.835938 +100 112263.421875 +101 80762.148438 +102 101860.125000 +103 78435.359375 +104 101815.187500 +105 123501.187500 +106 78251.093750 +107 110262.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,MLP,1.5115017890930176,"96 1.157945e+06 +97 1.077222e+06 +98 1.073610e+06 +99 1.165975e+06 +100 1.072362e+06 +101 1.234988e+06 +102 1.270628e+06 +103 1.264777e+06 +104 1.355035e+06 +105 1.404540e+06 +106 1.472106e+06 +107 1.433785e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,MLP,0.9872946739196777,"96 -134567.671967 +97 28222.018783 +98 340402.120211 +99 -22692.484604 +100 74200.569504 +101 246877.537120 +102 128657.390561 +103 137518.282558 +104 172089.624564 +105 172067.540172 +106 182558.151227 +107 -163729.647093 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,IPTU,MLP,0.9921715259552002,"85 96418.870090 +86 60049.510722 +87 -116261.544152 +88 86059.345025 +89 103544.618392 +90 18005.777297 +91 42580.153528 +92 58980.517392 +93 80386.055883 +94 67300.488818 +95 51825.071969 +96 73157.059348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ISS,MLP,1.268167495727539,"92 30290.522872 +93 37798.245998 +94 33825.227753 +95 38843.294711 +96 33175.898152 +97 39955.683511 +98 40321.976260 +99 36049.684201 +100 41366.044472 +101 39338.840396 +102 18442.311691 +103 35562.601654 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,ITBI,XGBoost,1.0372302532196045,"89 31316.705078 +90 14717.166016 +91 27909.578125 +92 18107.800781 +93 7197.847168 +94 2735.231689 +95 10019.903320 +96 21140.169922 +97 4836.932129 +98 15015.186523 +99 8869.541992 +100 23653.675781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,XGBoost,0.880812406539917,"92 486969.53125 +93 424107.21875 +94 426113.46875 +95 460615.40625 +96 403051.15625 +97 442931.34375 +98 466325.03125 +99 454755.25000 +100 438068.84375 +101 457059.84375 +102 481629.65625 +103 434716.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,MLP,1.1820416450500488,"92 -27219.568247 +93 4715.445005 +94 90122.019812 +95 4444.838105 +96 36988.264716 +97 61744.875789 +98 45580.789891 +99 55879.902713 +100 48266.573343 +101 60679.963879 +102 67128.627652 +103 -77723.365799 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,IPTU,MLP,0.9959559440612793,"87 128916.527732 +88 62121.635284 +89 -3188.121834 +90 -54756.057595 +91 127228.468596 +92 105763.127237 +93 -36408.890720 +94 84027.099194 +95 115083.587045 +96 37121.850781 +97 60121.572575 +98 88819.645295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ISS,XGBoost,0.983313798904419,"96 56683.613281 +97 42271.878906 +98 55851.570312 +99 55105.050781 +100 47115.812500 +101 57527.097656 +102 43347.199219 +103 36148.484375 +104 55653.027344 +105 44105.500000 +106 57553.378906 +107 40878.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,ITBI,MLP,2.682035446166992,"96 73250.725999 +97 86708.932106 +98 51741.362147 +99 87856.648839 +100 105978.492967 +101 72538.429194 +102 43797.813053 +103 94722.264397 +104 66510.746329 +105 78958.660586 +106 85423.783923 +107 42121.385500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,MLP,1.972029209136963,"96 9.869933e+05 +97 9.237067e+05 +98 9.203882e+05 +99 9.977254e+05 +100 9.195796e+05 +101 1.057182e+06 +102 1.091211e+06 +103 1.089517e+06 +104 1.168304e+06 +105 1.214321e+06 +106 1.276050e+06 +107 1.248389e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,MLP,1.6503636837005615,"96 15898.061146 +97 38204.191574 +98 100819.504212 +99 27086.743644 +100 54717.819956 +101 89163.262139 +102 84876.604688 +103 93541.079229 +104 101564.224584 +105 104400.605171 +106 113817.084660 +107 -10837.503375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,IPTU,XGBoost,0.9159109592437744,"96 8060.245605 +97 11220.455078 +98 11067.047852 +99 8804.943359 +100 8855.426758 +101 7959.098633 +102 7450.728027 +103 7672.418945 +104 8222.167969 +105 9584.636719 +106 9491.821289 +107 7465.425781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ISS,XGBoost,0.9156005382537842,"96 21091.394531 +97 20875.998047 +98 23117.736328 +99 23014.525391 +100 24761.574219 +101 22431.662109 +102 23011.476562 +103 24710.794922 +104 23153.769531 +105 22782.373047 +106 25542.087891 +107 21843.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,ITBI,MLP,1.1689798831939697,"96 14389.677386 +97 14385.534202 +98 23936.684958 +99 12523.737979 +100 23428.856230 +101 21129.205291 +102 20326.705137 +103 25724.218191 +104 27715.014883 +105 27704.785876 +106 32023.146683 +107 16384.465476 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,MLP,0.8256254196166992,"96 526425.985999 +97 524150.299087 +98 545410.209937 +99 538906.179000 +100 566108.720701 +101 595323.410226 +102 547659.557474 +103 615279.520307 +104 607245.424977 +105 633413.118772 +106 714731.338743 +107 667183.568790 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,XGBoost,1.0132818222045898,"96 83126.234375 +97 83126.234375 +98 83126.234375 +99 162305.421875 +100 162305.421875 +101 162323.765625 +102 162323.765625 +103 162323.765625 +104 162323.765625 +105 162323.765625 +106 162323.765625 +107 162323.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,IPTU,MLP,1.2205066680908203,"96 -3074.396508 +97 15693.296220 +98 23109.971451 +99 14534.746094 +100 12928.193343 +101 21835.422845 +102 25150.488750 +103 22677.311944 +104 22697.038381 +105 24182.393942 +106 25648.313694 +107 27612.680261 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,1.035383939743042,"96 58626.503906 +97 64826.988281 +98 74136.554688 +99 74073.257812 +100 60991.078125 +101 54718.371094 +102 59867.792969 +103 58609.425781 +104 58403.511719 +105 55126.605469 +106 44897.574219 +107 47436.078125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,ITBI,MLP,1.206803798675537,"82 7371.466324 +83 10465.967146 +84 5245.942365 +85 7792.460646 +86 8838.734246 +87 5321.797076 +88 11686.777787 +89 12280.622889 +90 9908.474811 +91 11058.021935 +92 13028.244533 +93 13812.440707 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,MLP,1.1093711853027344,"96 451978.094006 +97 422594.634991 +98 421169.827206 +99 457861.798976 +100 422611.862508 +101 486014.226134 +102 502115.310504 +103 501212.016231 +104 537765.769233 +105 559195.012012 +106 587607.687389 +107 575318.187637 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,MLP,0.9893944263458252,"96 19043.034755 +97 48559.512976 +98 80223.215384 +99 23444.450953 +100 46861.902860 +101 87246.048536 +102 86476.345662 +103 90601.516836 +104 96799.205938 +105 103261.402091 +106 113546.149548 +107 15591.942548 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.067178726196289,"87 42631.980469 +88 44450.113281 +89 40856.250000 +90 41110.054688 +91 66837.101562 +92 14743.550781 +93 14743.550781 +94 40822.445312 +95 12227.145508 +96 38809.246094 +97 42522.507812 +98 41314.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ISS,XGBoost,1.400588035583496,"96 32631.802734 +97 33749.562500 +98 32639.560547 +99 32639.560547 +100 32347.726562 +101 32382.521484 +102 24872.785156 +103 35551.628906 +104 28441.298828 +105 30922.189453 +106 28725.373047 +107 31261.541016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,ITBI,XGBoost,1.3583991527557373,"93 13441.235352 +94 35175.335938 +95 35236.371094 +96 30946.488281 +97 8639.949219 +98 8579.242188 +99 8394.860352 +100 26009.287109 +101 15478.140625 +102 21400.888672 +103 10724.621094 +104 26299.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,MLP,0.9724814891815186,"96 679227.550567 +97 636873.114239 +98 614631.399518 +99 684970.050857 +100 610103.853557 +101 711100.383383 +102 740278.772281 +103 733628.789527 +104 787316.244598 +105 815406.413107 +106 854298.072376 +107 937067.864273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,MLP,0.9327564239501953,"95 -77605.063614 +96 -95962.983193 +97 243342.346972 +98 31276.011593 +99 -52711.378918 +100 103530.859781 +101 96218.952658 +102 133097.170628 +103 121265.344207 +104 90342.252629 +105 153763.756433 +106 -339265.543866 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,IPTU,HWES,1.1813998222351074,"94 259163.781250 +95 191022.703125 +96 72120.531250 +97 219382.937500 +98 165033.046875 +99 217812.187500 +100 221930.453125 +101 318018.750000 +102 250990.625000 +103 316707.062500 +104 316692.937500 +105 183087.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ISS,MLP,0.8668951988220215,"96 263812.852858 +97 270101.290094 +98 215116.673619 +99 233554.048174 +100 303250.847462 +101 247437.364612 +102 299651.967135 +103 315000.546225 +104 301709.976643 +105 335082.837461 +106 304952.363519 +107 -5785.533761 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,ITBI,XGBoost,0.9159212112426758,"96 72471.804688 +97 82238.953125 +98 82264.882812 +99 58605.281250 +100 56369.804688 +101 48010.015625 +102 76211.914062 +103 46297.210938 +104 62788.835938 +105 62904.562500 +106 81620.687500 +107 61962.042969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,XGBoost,1.0825574398040771,"96 711163.50000 +97 850188.00000 +98 593800.12500 +99 699647.37500 +100 605541.43750 +101 517179.12500 +102 592783.50000 +103 506421.03125 +104 433234.87500 +105 479456.96875 +106 437092.68750 +107 602511.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,MLP,1.8476653099060059,"96 110790.886896 +97 129079.418426 +98 427141.069637 +99 192488.612915 +100 410239.514334 +101 408684.973540 +102 351315.118745 +103 460002.546500 +104 206037.482230 +105 494188.101751 +106 557205.736796 +107 41470.236625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,IPTU,XGBoost,1.6148037910461426,"93 77207.867188 +94 66872.351562 +95 64850.664062 +96 78176.226562 +97 62439.140625 +98 52634.535156 +99 64592.484375 +100 64592.484375 +101 66490.648438 +102 64592.484375 +103 66490.648438 +104 64642.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ISS,XGBoost,1.8347630500793457,"96 23558.488281 +97 25028.083984 +98 24106.830078 +99 22300.740234 +100 24173.052734 +101 22842.314453 +102 19876.443359 +103 22236.335938 +104 17422.425781 +105 22263.708984 +106 25324.800781 +107 18915.726562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,ITBI,MLP,1.1223673820495605,"96 51389.585735 +97 49556.241537 +98 44569.819794 +99 56813.390750 +100 41254.096280 +101 61420.132683 +102 51246.273999 +103 11256.061808 +104 64338.332001 +105 67406.394107 +106 9476.580062 +107 53353.333484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,XGBoost,0.9693758487701416,"96 549297.25000 +97 476121.28125 +98 474788.03125 +99 505102.46875 +100 470620.46875 +101 479963.43750 +102 501554.62500 +103 477466.59375 +104 483230.71875 +105 497546.46875 +106 497418.28125 +107 470907.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,MLP,1.0200417041778564,"96 -62051.445761 +97 1166.315981 +98 240119.975393 +99 -24900.991683 +100 56702.476454 +101 192590.342592 +102 74458.190415 +103 94786.029532 +104 137375.274417 +105 123168.359499 +106 131623.722394 +107 -135862.629517 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,IPTU,MLP,0.9982388019561768,"93 229974.931110 +94 179940.360671 +95 -192034.591934 +96 227817.160435 +97 255585.356911 +98 161237.770399 +99 199523.738391 +100 176452.182332 +101 247958.464723 +102 245283.426485 +103 179183.707527 +104 247646.926891 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ISS,MLP,0.8984320163726807,"96 167572.243337 +97 178609.958606 +98 178385.634046 +99 180124.344315 +100 174064.146169 +101 179794.553871 +102 167071.592196 +103 157043.345307 +104 176040.180665 +105 143293.796562 +106 169034.832057 +107 148739.324754 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,ITBI,XGBoost,1.135876178741455,"96 84427.078125 +97 107483.734375 +98 76354.164062 +99 88166.914062 +100 85041.773438 +101 56367.175781 +102 64923.437500 +103 67600.406250 +104 74486.828125 +105 55151.335938 +106 57812.355469 +107 71850.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,XGBoost,0.9807167053222656,"96 1.181470e+06 +97 1.057165e+06 +98 9.630287e+05 +99 1.160480e+06 +100 9.030906e+05 +101 1.042781e+06 +102 1.053245e+06 +103 1.059067e+06 +104 1.054184e+06 +105 1.063177e+06 +106 1.082390e+06 +107 9.295989e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,MLP,1.3686301708221436,"96 -17984.180709 +97 72821.844573 +98 137840.208519 +99 44187.950854 +100 55047.302262 +101 123896.883777 +102 146178.140247 +103 146264.684615 +104 137468.715105 +105 162266.213325 +106 173408.067865 +107 -38026.561745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,IPTU,MLP,1.5651350021362305,"96 1.249931e+06 +97 -3.809173e+05 +98 1.108245e+06 +99 1.730232e+06 +100 1.368306e+06 +101 1.486319e+06 +102 1.409230e+06 +103 1.614575e+06 +104 1.763970e+06 +105 1.773685e+06 +106 1.824081e+06 +107 1.777879e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ISS,MLP,2.2357282638549805,"96 1.180470e+06 +97 1.312981e+06 +98 1.299487e+06 +99 1.242439e+06 +100 1.256847e+06 +101 1.306028e+06 +102 1.302304e+06 +103 1.347423e+06 +104 1.319474e+06 +105 1.241826e+06 +106 1.415456e+06 +107 1.155972e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,ITBI,MLP,1.8078298568725586,"96 1.108716e+06 +97 9.224749e+05 +98 6.111756e+05 +99 1.216235e+06 +100 1.271700e+06 +101 1.082668e+06 +102 3.010683e+05 +103 1.039204e+06 +104 1.358754e+06 +105 1.127271e+06 +106 1.371528e+06 +107 1.249837e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,MLP,1.3270833492279053,"96 7.694316e+06 +97 7.192466e+06 +98 7.176000e+06 +99 7.783528e+06 +100 7.175629e+06 +101 8.254057e+06 +102 8.528450e+06 +103 8.517334e+06 +104 9.139345e+06 +105 9.510054e+06 +106 1.000522e+07 +107 9.796607e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,MLP,1.4473838806152344,"96 2.012592e+05 +97 6.182516e+05 +98 1.293914e+06 +99 2.833940e+05 +100 7.855419e+05 +101 1.228874e+06 +102 1.137111e+06 +103 1.337463e+06 +104 1.404991e+06 +105 1.472649e+06 +106 1.619867e+06 +107 7.153091e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,IPTU,MLP,1.6719565391540527,"91 15603.085461 +92 12987.614186 +93 1077.472691 +94 9035.790856 +95 8925.611291 +96 12327.250470 +97 13449.851717 +98 10473.546411 +99 12581.599949 +100 13609.719875 +101 13886.569518 +102 14857.242925 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ISS,XGBoost,0.9010581970214844,"96 68736.546875 +97 104671.343750 +98 104749.218750 +99 122943.109375 +100 49113.835938 +101 123209.171875 +102 133489.796875 +103 51401.699219 +104 133546.125000 +105 133546.125000 +106 133546.125000 +107 49180.050781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,ITBI,XGBoost,1.0080819129943848,"94 44462.695312 +95 100253.570312 +96 88711.781250 +97 136078.781250 +98 145767.031250 +99 94261.546875 +100 23414.228516 +101 92889.203125 +102 157212.281250 +103 96060.468750 +104 18506.396484 +105 129460.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,MLP,0.9541225433349609,"96 8.177697e+05 +97 7.641608e+05 +98 7.599669e+05 +99 8.196763e+05 +100 7.517233e+05 +101 8.637645e+05 +102 8.890183e+05 +103 8.859970e+05 +104 9.488956e+05 +105 9.849189e+05 +106 1.033810e+06 +107 1.008112e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,MLP,1.1234447956085205,"96 1603.954150 +97 17664.572653 +98 23767.036247 +99 9701.958435 +100 11141.714207 +101 26144.281746 +102 29822.959218 +103 28692.470391 +104 31097.801886 +105 34766.937573 +106 37035.855350 +107 11642.689126 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,IPTU,XGBoost,1.144535779953003,"83 89456.375000 +84 90383.484375 +85 90781.171875 +86 65095.265625 +87 158017.578125 +88 68593.375000 +89 35744.191406 +90 35165.105469 +91 34803.140625 +92 69202.210938 +93 24405.214844 +94 43451.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ISS,MLP,2.2277324199676514,"96 49664.545088 +97 57406.462674 +98 59508.710288 +99 58292.161517 +100 65371.678413 +101 69830.222550 +102 61557.981322 +103 68542.402029 +104 39069.053765 +105 60958.621215 +106 62958.700409 +107 40506.897040 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,ITBI,XGBoost,2.14339280128479,"96 30710.107422 +97 31341.892578 +98 41119.347656 +99 39044.566406 +100 39175.761719 +101 39192.019531 +102 40763.648438 +103 41994.503906 +104 41978.250000 +105 48541.609375 +106 48524.125000 +107 42123.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,XGBoost,1.6625194549560547,"96 731899.4375 +97 721959.1250 +98 636457.9375 +99 724923.3750 +100 587685.0000 +101 694616.9375 +102 711578.9375 +103 716054.5625 +104 728356.5625 +105 730839.0625 +106 730968.7500 +107 637659.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,MLP,1.1094205379486084,"96 39788.844498 +97 45985.482800 +98 121765.551717 +99 34661.608284 +100 118746.883863 +101 113730.042211 +102 99375.447117 +103 -5275.844418 +104 129365.623010 +105 167385.894354 +106 116537.410833 +107 -46644.133815 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,IPTU,XGBoost,1.1040081977844238,"95 1.312228e+06 +96 1.614896e+06 +97 1.684113e+06 +98 6.834139e+05 +99 6.546258e+05 +100 5.921344e+05 +101 1.245737e+06 +102 1.556671e+06 +103 1.679646e+06 +104 1.634937e+06 +105 1.718420e+06 +106 1.360621e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ISS,MLP,0.9520347118377686,"96 3.710189e+06 +97 3.242793e+06 +98 4.120847e+06 +99 4.015000e+06 +100 3.938834e+06 +101 3.633851e+06 +102 3.338143e+06 +103 3.019699e+06 +104 4.182550e+06 +105 1.868383e+06 +106 3.197347e+06 +107 2.941172e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,ITBI,MLP,0.9458615779876709,"95 605644.904517 +96 680009.474681 +97 645994.164214 +98 719883.672406 +99 496463.860472 +100 379294.691566 +101 736911.843774 +102 725532.763441 +103 677522.834987 +104 450110.849924 +105 601221.871909 +106 726511.740735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,MLP,0.9638381004333496,"96 1.537124e+07 +97 1.439932e+07 +98 1.431509e+07 +99 1.535524e+07 +100 1.405307e+07 +101 1.613161e+07 +102 1.658300e+07 +103 1.653610e+07 +104 1.770101e+07 +105 1.837313e+07 +106 1.928680e+07 +107 1.882385e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,XGBoost,1.008185863494873,"96 1891391.625 +97 2182732.750 +98 2689923.750 +99 2018462.875 +100 2008834.375 +101 2491965.000 +102 2495427.250 +103 2580274.000 +104 2637158.000 +105 2627950.250 +106 2634305.000 +107 2542363.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,IPTU,MLP,0.9932253360748291,"88 64983.531539 +89 43059.506307 +90 25966.724851 +91 35585.550253 +92 -5711.152008 +93 25002.158817 +94 67732.379538 +95 29648.384072 +96 17338.511773 +97 37916.652453 +98 54451.986693 +99 43206.953552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ISS,XGBoost,1.133744716644287,"96 18465.402344 +97 18149.097656 +98 13581.215820 +99 11778.719727 +100 12739.208008 +101 14486.370117 +102 17916.164062 +103 13260.345703 +104 13325.156250 +105 13966.060547 +106 12724.449219 +107 11756.436523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,ITBI,XGBoost,1.8720171451568604,"95 73178.710938 +96 84524.382812 +97 89885.976562 +98 89802.851562 +99 104436.289062 +100 49686.464844 +101 104482.328125 +102 48696.710938 +103 54402.671875 +104 48696.710938 +105 104427.460938 +106 55913.378906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,MLP,1.8018312454223633,"96 1.568384e+06 +97 1.317919e+06 +98 1.385577e+06 +99 1.627771e+06 +100 1.551273e+06 +101 1.964760e+06 +102 2.161090e+06 +103 2.284697e+06 +104 2.610532e+06 +105 2.921658e+06 +106 3.271315e+06 +107 3.622818e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,MLP,1.0746562480926514,"96 -267931.279273 +97 246580.045529 +98 330515.481321 +99 -160011.234886 +100 49480.387490 +101 325627.885737 +102 104743.166923 +103 -2366.576725 +104 170743.873632 +105 229205.028849 +106 105919.680858 +107 -15675.375063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,IPTU,MLP,1.0857443809509277,"86 73697.532145 +87 60986.235054 +88 55919.266478 +89 56979.038077 +90 61315.969053 +91 72747.876268 +92 16528.376723 +93 -12340.449218 +94 38585.765815 +95 58477.083404 +96 61015.122169 +97 51371.933495 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ISS,MLP,1.4109008312225342,"96 68209.502167 +97 67764.450410 +98 66724.781674 +99 60782.958397 +100 59180.642852 +101 64600.042022 +102 63100.350104 +103 48490.211723 +104 62437.353266 +105 55914.016781 +106 64820.266842 +107 59120.124501 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,ITBI,XGBoost,1.3990533351898193,"96 9102.775391 +97 15208.608398 +98 17592.160156 +99 13553.043945 +100 15174.139648 +101 31275.681641 +102 13971.268555 +103 28642.578125 +104 34679.292969 +105 19190.371094 +106 29429.941406 +107 19030.542969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,MLP,1.1331582069396973,"96 722429.088181 +97 724398.717233 +98 721434.282996 +99 771337.265117 +100 712402.668723 +101 813095.904083 +102 837683.782143 +103 838516.174230 +104 895990.532451 +105 928934.974187 +106 974040.435952 +107 947489.117550 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0306456089019775,"96 186010.375000 +97 190210.484375 +98 192307.421875 +99 193125.062500 +100 178889.921875 +101 190978.203125 +102 211999.203125 +103 210211.625000 +104 200800.390625 +105 234698.031250 +106 243851.062500 +107 235966.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,AR,1.1068453788757324,"96 401610.25000 +97 397917.50000 +98 351161.75000 +99 359909.90625 +100 388098.28125 +101 382623.59375 +102 374853.65625 +103 364239.40625 +104 363145.75000 +105 383479.50000 +106 422301.09375 +107 402058.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,MLP,1.7186620235443115,"96 1.027481e+06 +97 5.598135e+05 +98 1.221235e+06 +99 1.124826e+06 +100 1.179751e+06 +101 1.455958e+06 +102 1.336371e+06 +103 1.472153e+06 +104 1.582843e+06 +105 1.613736e+06 +106 1.702571e+06 +107 5.601960e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,MLP,1.8293414115905762,"96 721388.258335 +97 534161.234316 +98 294469.829483 +99 610320.803087 +100 488976.124185 +101 257272.554576 +102 659696.982455 +103 593719.849312 +104 336300.576975 +105 655867.883174 +106 706957.003569 +107 558931.723398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,MLP,1.584101676940918,"96 7.114606e+06 +97 6.657985e+06 +98 6.705373e+06 +99 7.307310e+06 +100 6.846625e+06 +101 7.855942e+06 +102 8.179323e+06 +103 8.254936e+06 +104 8.864765e+06 +105 9.265290e+06 +106 9.763725e+06 +107 9.698975e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,MLP,2.3024184703826904,"96 -48132.822016 +97 340055.567417 +98 731467.150632 +99 228434.080808 +100 497665.845409 +101 576071.669295 +102 605019.472843 +103 690704.271734 +104 682367.626481 +105 747969.440072 +106 787163.817539 +107 -45156.584613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,IPTU,MLP,1.772390604019165,"94 1.023440e+06 +95 5.468638e+05 +96 4.231889e+04 +97 6.501960e+05 +98 -3.313242e+05 +99 9.712938e+05 +100 9.395627e+05 +101 -9.485262e+04 +102 7.256394e+05 +103 8.414530e+05 +104 3.908178e+05 +105 6.107308e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ISS,MLP,1.5548419952392578,"96 1.034636e+06 +97 1.012001e+06 +98 1.006217e+06 +99 1.036021e+06 +100 1.066315e+06 +101 1.021113e+06 +102 1.064362e+06 +103 9.789843e+05 +104 9.804729e+05 +105 1.002060e+06 +106 1.022879e+06 +107 9.265156e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,ITBI,MLP,0.9411771297454834,"96 180114.317726 +97 596697.607121 +98 330423.114467 +99 514396.133412 +100 409211.142109 +101 340927.524715 +102 547959.512637 +103 323260.681601 +104 396028.952139 +105 498725.920754 +106 -133969.026543 +107 502693.766823 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,MLP,1.014242172241211,"96 3.651133e+06 +97 3.418791e+06 +98 3.400534e+06 +99 3.663981e+06 +100 3.363657e+06 +101 3.863005e+06 +102 3.975934e+06 +103 3.967914e+06 +104 4.246707e+06 +105 4.408198e+06 +106 4.628572e+06 +107 4.516367e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,MLP,1.0091345310211182,"96 2.936462e+04 +97 4.033919e+05 +98 1.123501e+06 +99 3.057268e+05 +100 1.864644e+05 +101 8.602762e+05 +102 8.805521e+05 +103 9.095786e+05 +104 9.477659e+05 +105 1.011873e+06 +106 1.142493e+06 +107 -3.758187e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,IPTU,MLP,1.3719654083251953,"90 1.607088e+06 +91 4.625940e+05 +92 1.475782e+05 +93 1.653670e+06 +94 7.796273e+05 +95 1.257637e+05 +96 -1.172711e+06 +97 2.905904e+06 +98 1.099824e+06 +99 -1.731928e+06 +100 2.608254e+06 +101 1.577103e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ISS,XGBoost,0.9770991802215576,"96 841178.1250 +97 849342.2500 +98 837901.6875 +99 838488.3125 +100 838488.3125 +101 838356.0000 +102 838734.2500 +103 838734.2500 +104 838279.9375 +105 838279.9375 +106 837901.6875 +107 837901.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,ITBI,MLP,2.063154697418213,"95 289750.463289 +96 165233.138962 +97 307242.447978 +98 339901.599325 +99 224851.624455 +100 350668.135401 +101 345189.946231 +102 372653.166456 +103 163993.571144 +104 163189.947973 +105 174580.726959 +106 302565.548486 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,MLP,1.983947992324829,"96 5.215351e+06 +97 4.834406e+06 +98 4.801073e+06 +99 5.186979e+06 +100 4.738112e+06 +101 5.450054e+06 +102 5.600501e+06 +103 5.540957e+06 +104 5.934941e+06 +105 6.148203e+06 +106 6.425666e+06 +107 6.249006e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,MLP,1.865776538848877,"96 -399886.315793 +97 194089.180868 +98 973630.711502 +99 90785.849837 +100 321939.127958 +101 651077.640826 +102 549090.074913 +103 576042.792606 +104 549129.316509 +105 618007.388947 +106 685918.680209 +107 -350046.988835 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,IPTU,XGBoost,1.9847557544708252,"94 16101.367188 +95 20329.396484 +96 22614.851562 +97 20845.814453 +98 20746.322266 +99 7080.257812 +100 16973.458984 +101 16444.214844 +102 16854.205078 +103 8645.154297 +104 8626.030273 +105 17878.900391 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ISS,MLP,0.9569628238677979,"96 38681.093856 +97 13844.399094 +98 40245.908541 +99 30691.599668 +100 36654.497634 +101 35123.045401 +102 30122.142950 +103 39275.413010 +104 31532.818336 +105 31780.254501 +106 39385.254555 +107 34347.477736 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,ITBI,XGBoost,1.611870527267456,"96 5046.178223 +97 5554.044434 +98 7055.781738 +99 1989.590942 +100 3148.547363 +101 2713.225098 +102 2369.399170 +103 4737.646484 +104 5199.457520 +105 5028.180664 +106 5866.203125 +107 3951.887695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,MLP,0.985306978225708,"95 9.073380e+05 +96 8.483192e+05 +97 8.436189e+05 +98 9.120549e+05 +99 8.385505e+05 +100 9.633336e+05 +101 9.913880e+05 +102 9.885811e+05 +103 1.057119e+06 +104 1.095928e+06 +105 1.149103e+06 +106 1.119048e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,MLP,1.1517577171325684,"94 -105459.518023 +95 -5302.385849 +96 186379.227311 +97 -8087.131273 +98 67009.950285 +99 113270.960197 +100 66746.673500 +101 97388.230000 +102 85607.876052 +103 93222.034920 +104 109044.427830 +105 -159051.322428 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,IPTU,MLP,1.2044377326965332,"92 1.567800e+06 +93 1.409318e+06 +94 5.695448e+05 +95 2.373001e+05 +96 1.545118e+06 +97 1.503852e+06 +98 1.441085e+06 +99 1.530171e+06 +100 1.512429e+06 +101 1.495579e+06 +102 1.727187e+06 +103 1.893335e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ISS,MLP,1.137906789779663,"96 1.652236e+06 +97 1.159314e+06 +98 2.250433e+06 +99 1.958600e+06 +100 1.687211e+06 +101 1.909615e+06 +102 1.732486e+06 +103 1.847617e+06 +104 1.824587e+06 +105 -5.098485e+05 +106 1.555817e+06 +107 2.082436e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,ITBI,MLP,1.6156489849090576,"96 7.748833e+05 +97 7.186732e+05 +98 7.477197e+05 +99 6.831387e+05 +100 7.865199e+05 +101 8.802135e+05 +102 8.497689e+05 +103 8.042294e+05 +104 9.700048e+05 +105 6.230179e+05 +106 1.060193e+06 +107 9.695770e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,XGBoost,2.0964865684509277,"96 3826527.25 +97 3019035.50 +98 3113090.00 +99 3065697.75 +100 2754685.50 +101 2926016.25 +102 2937764.25 +103 2898884.50 +104 3479839.50 +105 3409215.50 +106 3476219.25 +107 3112567.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,MLP,1.9066534042358398,"96 -151009.263771 +97 443811.118960 +98 834598.447516 +99 179880.969302 +100 425538.040602 +101 603826.285420 +102 691079.802350 +103 810803.742756 +104 695040.183750 +105 781031.569073 +106 881179.298802 +107 220975.568698 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,IPTU,XGBoost,1.2940118312835693,"96 479497.15625 +97 467989.50000 +98 463323.68750 +99 471952.25000 +100 443895.62500 +101 441181.43750 +102 478361.62500 +103 471143.12500 +104 474946.81250 +105 488361.56250 +106 486600.84375 +107 477082.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ISS,MLP,1.1983349323272705,"96 1.043967e+06 +97 1.128027e+06 +98 1.098720e+06 +99 1.154405e+06 +100 1.085557e+06 +101 1.092203e+06 +102 1.139264e+06 +103 1.075944e+06 +104 1.150455e+06 +105 1.097028e+06 +106 1.064114e+06 +107 1.101070e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,ITBI,MLP,1.0288128852844238,"96 428979.038781 +97 472912.617075 +98 517071.174945 +99 515255.165464 +100 578857.599423 +101 373065.355672 +102 544884.649299 +103 478135.102718 +104 569698.633495 +105 577431.148470 +106 516174.386427 +107 424533.552677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,MLP,0.908954381942749,"96 2.430217e+06 +97 2.260113e+06 +98 2.254162e+06 +99 2.457718e+06 +100 2.264651e+06 +101 2.608609e+06 +102 2.699541e+06 +103 2.685714e+06 +104 2.889954e+06 +105 3.012410e+06 +106 3.164019e+06 +107 3.109261e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,MLP,0.9760417938232422,"96 3.692917e+05 +97 5.031935e+05 +98 1.184033e+06 +99 2.152649e+05 +100 6.287597e+05 +101 1.235952e+06 +102 1.044717e+06 +103 1.081798e+06 +104 1.199643e+06 +105 1.281261e+06 +106 1.376428e+06 +107 1.230304e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,IPTU,XGBoost,1.75278639793396,"91 102005.960938 +92 74360.031250 +93 72565.500000 +94 64882.703125 +95 51542.015625 +96 51600.843750 +97 63171.105469 +98 63063.523438 +99 52259.617188 +100 75275.812500 +101 74446.085938 +102 71347.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ISS,MLP,1.0908784866333008,"96 93115.861955 +97 78179.824784 +98 98797.024518 +99 103921.373166 +100 104561.748433 +101 110875.962589 +102 108190.978292 +103 83667.945805 +104 99527.110486 +105 116596.780662 +106 115459.654978 +107 101074.167362 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,ITBI,MLP,2.2922935485839844,"96 156616.929058 +97 170137.285561 +98 142178.367987 +99 161440.503796 +100 -57857.683640 +101 105061.389378 +102 99981.115311 +103 139634.130815 +104 145774.652604 +105 135084.297702 +106 140718.163885 +107 154264.045371 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,MLP,1.427269697189331,"96 1.619749e+06 +97 1.389989e+06 +98 1.392221e+06 +99 2.464013e+06 +100 2.059345e+06 +101 2.420963e+06 +102 2.864009e+06 +103 3.044673e+06 +104 3.541779e+06 +105 4.154096e+06 +106 4.649205e+06 +107 5.254054e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,MLP,3.7103443145751953,"96 -56120.560586 +97 97272.708396 +98 266480.957040 +99 174004.941517 +100 30889.416406 +101 197787.434613 +102 257949.696207 +103 200701.238529 +104 222471.350887 +105 232719.448613 +106 255012.538518 +107 -69941.830118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,IPTU,SARIMAX,1.428887128829956,"94 303525.062500 +95 261698.250000 +96 232416.343750 +97 167476.750000 +98 153303.359375 +99 150649.859375 +100 162485.203125 +101 216563.468750 +102 218083.546875 +103 235470.765625 +104 195786.640625 +105 218079.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ISS,XGBoost,1.057974100112915,"96 229893.500000 +97 239100.234375 +98 255839.062500 +99 237414.046875 +100 289269.031250 +101 323030.718750 +102 322752.218750 +103 316502.468750 +104 326248.218750 +105 326248.218750 +106 292486.562500 +107 296485.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,ITBI,MLP,1.3010098934173584,"96 164678.003201 +97 207347.128508 +98 180174.442864 +99 250904.667494 +100 138269.410254 +101 181376.513718 +102 217943.020349 +103 194496.144720 +104 207298.731860 +105 222264.610806 +106 136464.914136 +107 246463.444980 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,MLP,1.407348394393921,"96 2.690763e+06 +97 2.477193e+06 +98 2.472627e+06 +99 2.711179e+06 +100 2.514585e+06 +101 2.905240e+06 +102 3.021274e+06 +103 3.030798e+06 +104 3.268702e+06 +105 3.422709e+06 +106 3.618231e+06 +107 3.610823e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,MLP,2.0154967308044434,"96 -153501.752184 +97 148575.214699 +98 669829.023562 +99 126696.366742 +100 261272.629812 +101 590822.352706 +102 511238.691033 +103 523632.225131 +104 565146.986033 +105 596823.893569 +106 631064.188641 +107 -295533.926913 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,IPTU,XGBoost,1.976632833480835,"94 22847.048828 +95 21926.861328 +96 12728.024414 +97 4668.806152 +98 6544.972656 +99 7339.555664 +100 6408.708984 +101 11170.104492 +102 14551.993164 +103 16016.137695 +104 20827.490234 +105 20554.402344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ISS,XGBoost,0.941021203994751,"96 19493.777344 +97 19562.552734 +98 19769.585938 +99 19752.849609 +100 19752.849609 +101 21663.376953 +102 21663.376953 +103 21663.376953 +104 21669.332031 +105 23677.580078 +106 23671.625000 +107 23671.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,ITBI,XGBoost,1.5531680583953857,"93 3872.116211 +94 6822.500977 +95 3173.223633 +96 7185.469238 +97 5909.112793 +98 4748.798828 +99 3798.967773 +100 6145.651855 +101 6659.844238 +102 6441.878906 +103 7408.928223 +104 4874.850586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,XGBoost,1.0976438522338867,"96 625374.5625 +97 611359.5000 +98 575115.0625 +99 613414.3750 +100 576767.8125 +101 591730.7500 +102 618825.0000 +103 610325.4375 +104 627078.9375 +105 641915.8750 +106 672407.3750 +107 579993.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,XGBoost,1.2254056930541992,"95 23337.365234 +96 24218.210938 +97 36259.265625 +98 37540.984375 +99 36922.339844 +100 22158.820312 +101 41376.605469 +102 26774.445312 +103 45085.503906 +104 26743.505859 +105 45568.414062 +106 20995.267578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,IPTU,MLP,0.9371428489685059,"91 2.654942e+06 +92 1.484779e+06 +93 2.885031e+05 +94 -1.281934e+06 +95 2.497333e+06 +96 2.445348e+06 +97 -2.094714e+04 +98 1.223245e+06 +99 2.238518e+06 +100 1.620231e+06 +101 1.393023e+06 +102 1.566807e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ISS,AR,1.966275691986084,"96 1546123.125 +97 1425475.625 +98 1546123.125 +99 1546446.375 +100 1549350.125 +101 1549350.125 +102 1549350.125 +103 1549350.125 +104 1549350.125 +105 1535655.625 +106 1549350.125 +107 1549350.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,ITBI,MLP,1.7261922359466553,"90 394849.000680 +91 393219.429810 +92 483334.379087 +93 415492.243074 +94 397142.294267 +95 296581.186103 +96 450598.266050 +97 564025.764267 +98 429757.611562 +99 463601.873662 +100 480506.179623 +101 512153.416546 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,XGBoost,1.832369327545166,"96 5106986.5 +97 4952709.0 +98 4984450.5 +99 4998376.5 +100 4938741.5 +101 4513848.0 +102 4943634.0 +103 4952667.5 +104 4952709.0 +105 4952882.0 +106 5108100.0 +107 5330612.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,MLP,2.24456787109375,"96 -3.242759e+05 +97 3.017443e+05 +98 2.141237e+06 +99 2.057279e+05 +100 8.359605e+05 +101 1.637439e+06 +102 1.183039e+06 +103 1.379135e+06 +104 1.437740e+06 +105 1.494414e+06 +106 1.650346e+06 +107 -8.700426e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,IPTU,MLP,1.4831416606903076,"96 447976.265825 +97 204346.396049 +98 71421.306983 +99 239559.112112 +100 -166118.060663 +101 413571.673056 +102 345799.455539 +103 -81712.665374 +104 298597.702598 +105 385985.919097 +106 151315.799781 +107 213078.127923 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ISS,XGBoost,0.9613897800445557,"96 74781.421875 +97 77874.171875 +98 83861.828125 +99 85330.906250 +100 71745.601562 +101 82915.421875 +102 85135.484375 +103 85135.484375 +104 75931.015625 +105 84215.789062 +106 86756.210938 +107 72285.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,ITBI,MLP,1.0958712100982666,"96 96398.841162 +97 108281.648291 +98 121434.415233 +99 129267.678531 +100 101670.897670 +101 112925.856925 +102 105302.479084 +103 41181.935596 +104 89727.406129 +105 67244.706192 +106 79845.206097 +107 119144.562257 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,MLP,1.084045171737671,"96 659871.238118 +97 613840.338196 +98 608997.870463 +99 657276.332727 +100 600474.166669 +101 690044.467505 +102 708637.724840 +103 703657.423581 +104 753071.262795 +105 779597.115444 +106 816688.749213 +107 791925.904797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,MLP,1.072906494140625,"96 -226376.599153 +97 1889.555020 +98 548205.359705 +99 -109269.946123 +100 73294.511681 +101 404258.537851 +102 85158.010475 +103 155347.997803 +104 269109.690814 +105 178617.783297 +106 220151.140116 +107 -290198.703234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,IPTU,XGBoost,1.0463407039642334,"93 136904.765625 +94 145582.859375 +95 197776.093750 +96 195307.968750 +97 199974.421875 +98 217010.968750 +99 217194.093750 +100 217194.093750 +101 216975.140625 +102 212224.046875 +103 212224.046875 +104 212224.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ISS,XGBoost,0.9295773506164551,"96 41534.453125 +97 46414.371094 +98 44666.250000 +99 47451.839844 +100 49688.378906 +101 49124.683594 +102 49401.398438 +103 44136.207031 +104 41348.578125 +105 38310.054688 +106 40865.437500 +107 43770.625000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,ITBI,MLP,1.6920485496520996,"96 106676.084745 +97 74128.264305 +98 32829.365181 +99 87581.189367 +100 89369.288334 +101 87408.059522 +102 74144.882236 +103 68837.105116 +104 96176.637351 +105 90375.816590 +106 93242.233811 +107 87982.051114 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,MLP,1.945455551147461,"96 8.269467e+05 +97 7.766856e+05 +98 7.747053e+05 +99 8.405800e+05 +100 7.776615e+05 +101 8.931648e+05 +102 9.227273e+05 +103 9.239075e+05 +104 9.902384e+05 +105 1.029574e+06 +106 1.082958e+06 +107 1.061229e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,XGBoost,1.7205278873443604,"96 86504.203125 +97 74222.570312 +98 74222.570312 +99 67406.468750 +100 82294.234375 +101 90496.820312 +102 83854.546875 +103 81283.492188 +104 79914.734375 +105 74981.656250 +106 74981.656250 +107 60975.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,IPTU,MLP,1.7886872291564941,"82 204522.165977 +83 201167.192049 +84 116283.726905 +85 155599.931331 +86 164161.956011 +87 -256845.376827 +88 232039.252944 +89 295944.283598 +90 16001.420823 +91 102938.083699 +92 165812.741163 +93 208431.624574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ISS,MLP,0.8688886165618896,"87 64591.551930 +88 68302.258606 +89 72868.028533 +90 67850.697490 +91 72459.084249 +92 73959.713063 +93 66375.168720 +94 73000.908006 +95 70393.923000 +96 76405.435885 +97 79313.956872 +98 75969.817478 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,ITBI,MLP,0.981325626373291,"87 -203679.024200 +88 159919.175077 +89 226970.299530 +90 154977.192739 +91 -20296.590324 +92 22828.211115 +93 227041.593206 +94 273439.373847 +95 156582.117847 +96 155545.764663 +97 190716.051449 +98 248029.537465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,MLP,1.0239262580871582,"87 592633.991238 +88 755826.992867 +89 707013.558199 +90 689650.180193 +91 750181.104838 +92 668705.246247 +93 765013.180602 +94 792935.522347 +95 783888.024863 +96 837279.944279 +97 868722.646255 +98 905008.821044 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,XGBoost,1.0686414241790771,"86 83591.890625 +87 84321.523438 +88 96808.945312 +89 105133.218750 +90 43742.980469 +91 32239.455078 +92 82092.984375 +93 77144.812500 +94 83057.843750 +95 70497.195312 +96 87586.601562 +97 94978.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,1.238945722579956,"89 23264.609375 +90 41671.738281 +91 46364.773438 +92 46359.839844 +93 27953.935547 +94 23940.376953 +95 20688.498047 +96 19868.035156 +97 23219.103516 +98 42628.207031 +99 27911.707031 +100 41383.167969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,XGBoost,1.6754436492919922,"96 21859.244141 +97 21678.960938 +98 22657.322266 +99 22657.322266 +100 21678.960938 +101 21328.722656 +102 27528.294922 +103 27528.294922 +104 27528.294922 +105 27528.294922 +106 27528.294922 +107 27528.294922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,XGBoost,0.8902826309204102,"94 22283.869141 +95 27789.828125 +96 25276.605469 +97 40309.800781 +98 14951.175781 +99 28173.541016 +100 40201.882812 +101 28811.972656 +102 28983.957031 +103 37646.000000 +104 37789.558594 +105 16454.355469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,MLP,0.9668254852294922,"96 544336.428921 +97 510522.770496 +98 510283.442340 +99 555812.489265 +100 515083.872309 +101 592602.621440 +102 614191.541679 +103 614912.922667 +104 660971.562040 +105 689439.854933 +106 725851.035726 +107 714933.481906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,MLP,1.3821485042572021,"96 -14904.190336 +97 7661.814857 +98 81049.674041 +99 12376.114221 +100 33773.045655 +101 55215.168149 +102 43131.894763 +103 52473.710841 +104 50114.886276 +105 52136.931400 +106 58565.196081 +107 -25414.659633 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,IPTU,SARIMAX,1.0995960235595703,"96 461399.84375 +97 461399.84375 +98 466715.31250 +99 464575.62500 +100 385013.34375 +101 455931.12500 +102 442200.21875 +103 440549.06250 +104 438794.25000 +105 440549.06250 +106 438010.59375 +107 440549.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ISS,MLP,0.9375691413879395,"96 498238.032313 +97 538416.753670 +98 544591.656307 +99 541730.289210 +100 558909.135268 +101 566045.075018 +102 589879.024743 +103 581939.192148 +104 584231.073839 +105 586320.988999 +106 584517.470142 +107 628800.901435 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,ITBI,MLP,0.9641027450561523,"96 178655.866985 +97 215168.907495 +98 198996.787205 +99 197430.738326 +100 224749.307604 +101 248030.862817 +102 212919.639903 +103 253135.330792 +104 245491.145248 +105 294528.402900 +106 296382.786128 +107 271885.791642 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,MLP,0.9172379970550537,"96 2.276071e+06 +97 2.141366e+06 +98 2.135389e+06 +99 2.297098e+06 +100 2.114273e+06 +101 2.426257e+06 +102 2.500908e+06 +103 2.500165e+06 +104 2.674938e+06 +105 2.776587e+06 +106 2.912705e+06 +107 2.849622e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,MLP,1.299905776977539,"96 -27671.392332 +97 344258.937962 +98 768652.709646 +99 196219.224015 +100 466175.094773 +101 668431.644589 +102 681598.022300 +103 756880.145922 +104 775532.636312 +105 851205.399472 +106 908228.799604 +107 -47362.335273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,IPTU,SARIMAX,1.5620644092559814,"96 1.378019e+06 +97 1.162051e+06 +98 1.250204e+06 +99 1.139687e+06 +100 1.124207e+06 +101 1.138896e+06 +102 1.115711e+06 +103 9.562664e+05 +104 7.954059e+05 +105 6.680842e+05 +106 6.753907e+05 +107 7.317458e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ISS,MLP,1.8746306896209717,"96 2.496980e+06 +97 2.443806e+06 +98 2.459731e+06 +99 2.632797e+06 +100 2.698101e+06 +101 2.676399e+06 +102 2.792357e+06 +103 2.739641e+06 +104 2.770685e+06 +105 2.799732e+06 +106 2.799007e+06 +107 2.736331e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,ITBI,XGBoost,2.097673177719116,"96 697262.93750 +97 658766.93750 +98 690756.43750 +99 635260.12500 +100 636499.81250 +101 497441.09375 +102 736930.93750 +103 521061.03125 +104 486385.09375 +105 705893.31250 +106 708445.06250 +107 457180.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,MLP,0.9787728786468506,"96 6.431734e+06 +97 6.435504e+06 +98 6.416840e+06 +99 6.891023e+06 +100 6.376104e+06 +101 7.291597e+06 +102 7.532040e+06 +103 7.527791e+06 +104 8.065354e+06 +105 8.381218e+06 +106 8.799538e+06 +107 8.583261e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,MLP,1.5116794109344482,"96 8.033636e+04 +97 1.107291e+06 +98 3.031536e+06 +99 9.378786e+05 +100 1.687513e+06 +101 2.535007e+06 +102 2.466606e+06 +103 2.687651e+06 +104 2.760017e+06 +105 2.947135e+06 +106 3.170850e+06 +107 -3.769653e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,IPTU,SARIMAX,1.232264518737793,"96 78812.859375 +97 20201.031250 +98 18409.587891 +99 23331.373047 +100 18467.208984 +101 18300.875000 +102 22121.222656 +103 20148.837891 +104 26841.605469 +105 20346.988281 +106 18717.634766 +107 17414.363281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ISS,MLP,1.7382593154907227,"96 60071.128367 +97 68383.544306 +98 46727.761966 +99 53125.319642 +100 60096.210892 +101 63850.447411 +102 63646.821704 +103 52430.352064 +104 64539.365088 +105 66080.070838 +106 59371.894486 +107 59332.156720 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,ITBI,XGBoost,2.206162214279175,"96 25557.066406 +97 14898.494141 +98 19762.617188 +99 20534.083984 +100 18474.246094 +101 24362.115234 +102 21733.947266 +103 16977.519531 +104 16405.175781 +105 15090.837891 +106 18203.888672 +107 16426.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,MLP,1.1924221515655518,"96 8.647511e+05 +97 8.150613e+05 +98 8.156411e+05 +99 8.906171e+05 +100 8.301508e+05 +101 9.542478e+05 +102 9.898292e+05 +103 9.940845e+05 +104 1.067111e+06 +105 1.112181e+06 +106 1.171145e+06 +107 1.154064e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,MLP,1.4364891052246094,"96 -78902.094122 +97 12495.177655 +98 217075.481546 +99 11147.468398 +100 76555.739240 +101 150640.938776 +102 95083.038512 +103 123218.831639 +104 121390.575735 +105 127182.501099 +106 145119.991367 +107 -137715.319090 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,IPTU,HWES,1.169558048248291,"95 12667.195312 +96 14368.319336 +97 12352.034180 +98 6875.509277 +99 10190.952148 +100 9420.094727 +101 12306.191406 +102 14769.541992 +103 13119.970703 +104 13258.929688 +105 10432.935547 +106 13279.751953 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ISS,XGBoost,1.9304304122924805,"96 20047.636719 +97 18338.708984 +98 24386.072266 +99 24465.484375 +100 26150.369141 +101 20079.486328 +102 23270.013672 +103 25938.738281 +104 19248.031250 +105 25446.691406 +106 19036.478516 +107 20020.980469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,ITBI,MLP,1.0093481540679932,"93 33035.459557 +94 17970.035803 +95 28765.403563 +96 35612.957980 +97 41570.560463 +98 35605.648582 +99 32305.837908 +100 41839.087481 +101 51527.888288 +102 29974.030399 +103 50011.158397 +104 28994.504038 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,MLP,1.215334415435791,"96 669359.301587 +97 629972.803604 +98 630237.633761 +99 679500.565498 +100 628971.776322 +101 721268.303671 +102 743827.528285 +103 745236.405331 +104 797736.002845 +105 828702.906932 +106 870680.876276 +107 843997.265840 +Name: Valor, dtype: float64" +Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,MLP,1.138131856918335,"96 21898.386508 +97 45139.962024 +98 61192.823499 +99 28128.942877 +100 44939.191413 +101 86202.566381 +102 78226.620086 +103 81133.841596 +104 90424.878695 +105 95913.129610 +106 96136.521186 +107 20892.066692 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,IPTU,XGBoost,1.9136250019073486,"93 18458.623047 +94 19545.734375 +95 8601.609375 +96 6368.833496 +97 4477.585449 +98 8926.247070 +99 5315.757812 +100 7841.909668 +101 9514.861328 +102 8778.356445 +103 9569.658203 +104 15029.646484 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ISS,MLP,1.9785902500152588,"96 124654.012926 +97 150021.622018 +98 131699.517890 +99 136201.523015 +100 130046.672406 +101 175069.850065 +102 192750.594305 +103 159520.723365 +104 205377.291377 +105 193510.478794 +106 194134.491853 +107 200830.628318 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,ITBI,MLP,1.970165729522705,"80 -57299.354552 +81 19689.074713 +82 49535.738204 +83 171021.840725 +84 317984.294654 +85 -5570.463052 +86 162828.782447 +87 233839.261098 +88 62157.272481 +89 271188.580783 +90 196801.451474 +91 -735223.820638 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,MLP,1.01560378074646,"96 7.896058e+05 +97 7.470954e+05 +98 7.513440e+05 +99 8.193958e+05 +100 7.648241e+05 +101 8.795973e+05 +102 9.154876e+05 +103 9.359103e+05 +104 9.951106e+05 +105 1.040991e+06 +106 1.100155e+06 +107 1.090329e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,MLP,1.008349895477295,"92 4946.759629 +93 12726.711989 +94 65977.190885 +95 15932.131993 +96 49403.903662 +97 51948.576095 +98 47819.472195 +99 42220.925788 +100 58146.507397 +101 66681.685500 +102 61122.725031 +103 -35811.670106 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,IPTU,MLP,1.095005989074707,"95 164034.127236 +96 72933.192532 +97 -10694.067443 +98 -55375.699762 +99 185574.870070 +100 135326.087472 +101 6274.312147 +102 102743.038227 +103 133310.794464 +104 103434.759180 +105 105358.610929 +106 103916.448516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ISS,MLP,1.026688814163208,"96 112821.266666 +97 159090.380176 +98 138278.809299 +99 123120.959551 +100 148919.594811 +101 147198.167698 +102 163871.220161 +103 154846.303975 +104 149629.557994 +105 164841.319330 +106 154524.628520 +107 155717.416460 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,ITBI,XGBoost,1.3571088314056396,"96 43797.714844 +97 43687.246094 +98 47637.953125 +99 46690.144531 +100 41190.171875 +101 32846.558594 +102 37619.382812 +103 37619.382812 +104 42479.328125 +105 42298.250000 +106 45788.507812 +107 38849.066406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,MLP,1.0511972904205322,"96 9.686043e+05 +97 9.631732e+05 +98 9.544135e+05 +99 1.013788e+06 +100 9.290177e+05 +101 1.059830e+06 +102 1.085812e+06 +103 1.083497e+06 +104 1.155557e+06 +105 1.194900e+06 +106 1.250656e+06 +107 1.210275e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,MLP,1.0303163528442383,"96 52537.532149 +97 76948.735000 +98 99281.018765 +99 29145.063372 +100 71444.180960 +101 100839.142886 +102 111264.097287 +103 123023.383958 +104 129298.665585 +105 140062.602940 +106 148772.123709 +107 43439.148200 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,IPTU,XGBoost,1.009768009185791,"96 208018.093750 +97 204853.578125 +98 167729.062500 +99 133473.968750 +100 136365.703125 +101 165706.265625 +102 157902.921875 +103 165647.781250 +104 166849.125000 +105 130808.507812 +106 166130.453125 +107 130875.710938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ISS,XGBoost,1.8966875076293945,"96 256588.734375 +97 316159.406250 +98 287313.593750 +99 265760.093750 +100 249640.187500 +101 287388.406250 +102 265977.781250 +103 289891.062500 +104 267972.781250 +105 259747.203125 +106 288140.812500 +107 269466.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,ITBI,MLP,2.041323661804199,"96 119921.375834 +97 85579.657195 +98 107595.382255 +99 121610.026145 +100 102712.898793 +101 90493.489481 +102 129856.237171 +103 -49569.187911 +104 54429.946837 +105 118896.397707 +106 93833.617663 +107 55117.656463 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,XGBoost,1.488131046295166,"96 1335024.500 +97 1249392.875 +98 1175774.000 +99 1269726.250 +100 1206528.500 +101 1225786.750 +102 1260129.875 +103 1262068.125 +104 1233644.625 +105 1452107.375 +106 1306841.625 +107 1268239.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,XGBoost,1.3779659271240234,"96 225546.28125 +97 461116.43750 +98 380292.15625 +99 339161.84375 +100 338303.90625 +101 339161.84375 +102 550984.25000 +103 565144.56250 +104 565244.00000 +105 414624.18750 +106 565244.00000 +107 414624.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,IPTU,MLP,1.0037660598754883,"96 5.225630e+06 +97 3.626051e+06 +98 -4.771721e+06 +99 5.483986e+06 +100 6.537886e+06 +101 1.390684e+06 +102 2.882896e+06 +103 3.579547e+06 +104 4.463048e+06 +105 4.260442e+06 +106 3.514362e+06 +107 3.768564e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ISS,MLP,1.106086015701294,"96 1.276654e+06 +97 2.305475e+06 +98 1.533700e+06 +99 1.863801e+06 +100 2.195944e+06 +101 2.076068e+06 +102 2.269928e+06 +103 2.195867e+06 +104 2.139307e+06 +105 2.327408e+06 +106 2.439845e+06 +107 2.346177e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,ITBI,MLP,0.9921996593475342,"96 752774.965249 +97 739982.159039 +98 763558.743455 +99 751965.431422 +100 857091.176778 +101 948055.632424 +102 708165.912851 +103 765724.997022 +104 819109.482441 +105 880929.956560 +106 980318.270559 +107 848662.535367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,SARIMAX,1.088848352432251,"96 3658836.75 +97 3530992.25 +98 3210803.00 +99 3390130.75 +100 2489907.25 +101 3479242.50 +102 3527572.50 +103 3677895.75 +104 3554638.50 +105 2956786.00 +106 3647776.00 +107 3170592.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,MLP,1.526195764541626,"87 2.532652e+05 +88 7.622081e+05 +89 1.231238e+06 +90 4.815298e+05 +91 8.696669e+05 +92 1.531512e+06 +93 1.296508e+06 +94 1.295255e+06 +95 1.542921e+06 +96 1.612693e+06 +97 1.729424e+06 +98 3.941840e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,IPTU,XGBoost,1.532522439956665,"88 731459.12500 +89 522075.43750 +90 334170.31250 +91 519446.12500 +92 309152.06250 +93 292142.00000 +94 297998.15625 +95 302065.87500 +96 329784.81250 +97 329784.81250 +98 334161.81250 +99 518578.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ISS,MLP,1.0904152393341064,"92 6.431329e+06 +93 5.982197e+06 +94 7.493580e+06 +95 8.069096e+06 +96 7.995108e+06 +97 9.031147e+06 +98 8.439591e+06 +99 7.384626e+06 +100 9.430515e+06 +101 9.883280e+06 +102 9.069324e+06 +103 9.377875e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,ITBI,MLP,1.0060057640075684,"92 514639.656615 +93 448224.649833 +94 479506.525286 +95 527037.949796 +96 568508.831642 +97 482929.226888 +98 613549.444141 +99 616600.338958 +100 689064.631098 +101 639243.603225 +102 737937.976582 +103 752193.514951 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0253357887268066,"92 2327582.50 +93 2175242.00 +94 2102914.50 +95 2266873.50 +96 2091813.00 +97 2148779.50 +98 2242216.50 +99 2173749.25 +100 2211302.50 +101 2209536.75 +102 2228334.25 +103 2101994.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9922239780426025,"92 9.711402e+05 +93 1.002280e+06 +94 1.046185e+06 +95 9.843972e+05 +96 9.864244e+05 +97 9.340522e+05 +98 9.341914e+05 +99 9.341914e+05 +100 9.369737e+05 +101 9.379341e+05 +102 9.379341e+05 +103 9.061010e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,IPTU,MLP,1.217146635055542,"96 8.994536e+05 +97 9.167125e+05 +98 -1.602647e+05 +99 1.188716e+05 +100 1.026796e+06 +101 8.961201e+05 +102 8.107092e+05 +103 7.775014e+05 +104 8.967776e+05 +105 1.026668e+06 +106 9.586481e+05 +107 7.405821e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ISS,MLP,1.0397710800170898,"96 397214.723620 +97 467495.088780 +98 438225.850388 +99 447166.006862 +100 370909.579509 +101 382051.507554 +102 427617.783527 +103 451542.604629 +104 449686.421796 +105 466311.457714 +106 452785.247696 +107 453005.051432 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,ITBI,MLP,0.9074652194976807,"96 519433.390549 +97 360185.046622 +98 681739.530683 +99 472617.057022 +100 549266.716688 +101 633069.509806 +102 249199.700966 +103 521287.633005 +104 530407.634137 +105 -15136.494032 +106 550821.520380 +107 259121.293216 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,MLP,1.1146726608276367,"96 5.669881e+06 +97 5.302296e+06 +98 5.282793e+06 +99 5.723774e+06 +100 5.270186e+06 +101 6.059754e+06 +102 6.254199e+06 +103 6.240365e+06 +104 6.693829e+06 +105 6.959039e+06 +106 7.312299e+06 +107 7.154768e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,MLP,3.4360785484313965,"96 9.391186e+04 +97 4.077733e+05 +98 1.011609e+06 +99 3.224198e+05 +100 5.775624e+05 +101 7.684080e+05 +102 8.314836e+05 +103 9.641480e+05 +104 9.702569e+05 +105 1.024344e+06 +106 1.113986e+06 +107 -1.792550e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,IPTU,AR,2.408552885055542,"96 2452883.75 +97 2443188.75 +98 2378477.25 +99 2396569.00 +100 2481981.25 +101 2409445.50 +102 2490826.75 +103 2409445.50 +104 2409861.75 +105 2485271.75 +106 2398383.75 +107 2398383.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ISS,MLP,1.2537033557891846,"96 2.174449e+06 +97 2.328404e+06 +98 2.138925e+06 +99 2.258814e+06 +100 2.358771e+06 +101 2.391637e+06 +102 2.397764e+06 +103 2.367213e+06 +104 2.408717e+06 +105 2.366546e+06 +106 2.310343e+06 +107 2.317228e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,ITBI,MLP,0.8822774887084961,"96 1.352488e+06 +97 1.440169e+06 +98 1.154526e+06 +99 1.327840e+06 +100 1.444396e+06 +101 1.188938e+06 +102 1.282384e+06 +103 1.464398e+06 +104 1.518442e+06 +105 1.671095e+06 +106 1.207188e+06 +107 1.573312e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,XGBoost,0.9773082733154297,"96 4751352.5 +97 4489699.0 +98 4381646.0 +99 4812033.0 +100 3913914.5 +101 4453106.0 +102 4428645.5 +103 4383442.0 +104 4457261.0 +105 4493600.0 +106 4433209.0 +107 4419705.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,SARIMAX,1.013361930847168,"96 2820507.75 +97 3634215.25 +98 3612205.75 +99 3815323.50 +100 3815323.50 +101 4030144.25 +102 4144639.50 +103 4221416.50 +104 4221416.50 +105 4221416.50 +106 4518640.00 +107 4144639.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,IPTU,MLP,2.4505720138549805,"96 -1.651936e+06 +97 5.516723e+06 +98 9.485103e+06 +99 7.630120e+06 +100 7.333490e+06 +101 7.389891e+06 +102 8.850851e+06 +103 9.033827e+06 +104 8.417320e+06 +105 8.883121e+06 +106 9.510842e+06 +107 9.491139e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ISS,MLP,1.8650448322296143,"96 8.034548e+06 +97 9.111561e+06 +98 8.766064e+06 +99 8.550794e+06 +100 9.037045e+06 +101 9.007857e+06 +102 8.989930e+06 +103 9.378274e+06 +104 9.196092e+06 +105 9.136343e+06 +106 9.227785e+06 +107 8.941795e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,ITBI,MLP,1.4223377704620361,"96 1.630580e+06 +97 1.799008e+06 +98 1.718474e+06 +99 1.754199e+06 +100 1.425540e+06 +101 1.831927e+06 +102 1.714461e+06 +103 1.587048e+06 +104 1.705814e+06 +105 1.694881e+06 +106 1.932867e+06 +107 1.838760e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,MLP,1.0025787353515625,"96 1.711248e+07 +97 1.592621e+07 +98 1.582361e+07 +99 1.706305e+07 +100 1.559257e+07 +101 1.792508e+07 +102 1.842162e+07 +103 1.829540e+07 +104 1.959524e+07 +105 2.031055e+07 +106 2.127803e+07 +107 2.069218e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,MLP,1.0920615196228027,"96 1.337899e+06 +97 1.797976e+06 +98 4.994594e+06 +99 1.652965e+06 +100 2.858740e+06 +101 5.020000e+06 +102 4.741988e+06 +103 5.345298e+06 +104 5.991578e+06 +105 6.055069e+06 +106 6.614356e+06 +107 5.388819e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,MLP,1.0912740230560303,"92 73089.391372 +93 58048.698684 +94 36142.795298 +95 52505.868169 +96 18688.068353 +97 -37302.766144 +98 78694.738434 +99 69784.449060 +100 29774.432548 +101 48234.012932 +102 54941.237533 +103 67086.469271 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,MLP,1.2769794464111328,"96 39212.388350 +97 37494.756133 +98 35658.148652 +99 35702.132177 +100 37837.921445 +101 23377.253093 +102 36992.268012 +103 9934.980834 +104 27543.863129 +105 35005.340582 +106 32649.998713 +107 34700.071071 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,XGBoost,0.9679665565490723,"92 23928.511719 +93 19356.447266 +94 29539.484375 +95 12579.100586 +96 27888.638672 +97 23879.863281 +98 27795.679688 +99 35161.230469 +100 18618.666016 +101 35229.839844 +102 26479.734375 +103 22881.595703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,MLP,0.9554269313812256,"96 8.757286e+05 +97 8.178485e+05 +98 8.124300e+05 +99 8.726133e+05 +100 7.963206e+05 +101 9.141421e+05 +102 9.373715e+05 +103 9.488287e+05 +104 9.995842e+05 +105 1.033531e+06 +106 1.083803e+06 +107 1.048188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,MLP,1.494370460510254,"96 -5308.301906 +97 25499.626488 +98 75821.194244 +99 36611.705319 +100 50099.743640 +101 73794.619957 +102 71552.475224 +103 57802.257257 +104 77832.912620 +105 81944.447575 +106 80641.657228 +107 -34992.705936 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,IPTU,MLP,2.109532356262207,"87 614327.551359 +88 352436.072473 +89 -11976.711074 +90 -252948.439708 +91 810073.674039 +92 466135.582993 +93 -123798.823219 +94 473483.012153 +95 536975.181479 +96 257455.610714 +97 341633.405665 +98 445733.484303 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ISS,XGBoost,1.6963820457458496,"96 146477.234375 +97 181161.890625 +98 191030.328125 +99 166438.875000 +100 173287.046875 +101 188426.984375 +102 188527.640625 +103 172108.562500 +104 166477.781250 +105 188469.578125 +106 181690.968750 +107 173938.359375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,ITBI,MLP,1.6239070892333984,"96 150588.325852 +97 93326.689050 +98 134679.351045 +99 148221.405310 +100 86413.784862 +101 29944.503035 +102 105005.935832 +103 123764.918807 +104 116730.555731 +105 155058.802673 +106 137218.840585 +107 98105.037289 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,XGBoost,0.8669488430023193,"96 1.069216e+06 +97 8.444722e+05 +98 9.646416e+05 +99 9.533332e+05 +100 8.421899e+05 +101 9.183095e+05 +102 9.174403e+05 +103 9.258238e+05 +104 9.170243e+05 +105 9.019856e+05 +106 1.036823e+06 +107 9.386678e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,MLP,1.0263841152191162,"93 92246.907847 +94 209956.179188 +95 349957.053445 +96 147342.574388 +97 392863.971036 +98 417520.300808 +99 246246.619973 +100 554886.638958 +101 519009.896458 +102 496749.147637 +103 578292.078236 +104 -10680.115880 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,IPTU,MLP,1.1228878498077393,"96 231212.186583 +97 186525.469248 +98 -198934.424371 +99 241354.115329 +100 346336.703621 +101 178802.326780 +102 204351.652352 +103 228759.188027 +104 271180.340107 +105 273841.326779 +106 198850.893925 +107 230640.584586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ISS,XGBoost,1.2266545295715332,"96 157165.390625 +97 143410.343750 +98 138037.093750 +99 158882.703125 +100 165924.187500 +101 158945.328125 +102 153699.953125 +103 153604.015625 +104 154093.140625 +105 164356.250000 +106 153312.562500 +107 146828.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,ITBI,XGBoost,1.1159014701843262,"96 109022.601562 +97 126582.343750 +98 128205.101562 +99 142629.828125 +100 109070.343750 +101 125701.562500 +102 175096.031250 +103 74315.117188 +104 108886.500000 +105 116406.523438 +106 187246.515625 +107 196500.796875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,MLP,1.016312599182129,"96 2.336303e+06 +97 2.192213e+06 +98 2.186830e+06 +99 2.369355e+06 +100 2.187912e+06 +101 2.515347e+06 +102 2.598753e+06 +103 2.600363e+06 +104 2.789385e+06 +105 2.902642e+06 +106 3.054085e+06 +107 2.995076e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,MLP,1.133296251296997,"96 19627.835676 +97 204090.796027 +98 369355.170221 +99 18169.653459 +100 226695.984892 +101 389917.752631 +102 332768.580835 +103 375864.232151 +104 402678.238537 +105 432347.086103 +106 466570.853784 +107 -23905.053291 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,2.171436071395874,"84 10999.284180 +85 12706.272461 +86 10299.133789 +87 12267.630859 +88 10406.079102 +89 9067.083008 +90 9038.145508 +91 9335.686523 +92 9038.145508 +93 11331.458984 +94 11034.154297 +95 10406.079102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ISS,MLP,1.498309850692749,"96 42452.583873 +97 41982.885777 +98 37203.006383 +99 41547.244024 +100 39196.405027 +101 41875.153020 +102 37581.620840 +103 36377.663172 +104 41651.256460 +105 41544.558549 +106 41375.156585 +107 24597.504246 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,ITBI,MLP,1.6133646965026855,"92 21163.886314 +93 18463.819911 +94 18436.859208 +95 25731.360643 +96 23647.702506 +97 25504.661356 +98 24703.184620 +99 5661.367360 +100 29593.414506 +101 31557.839580 +102 2852.615136 +103 23029.822518 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,MLP,1.0336644649505615,"96 8.418082e+05 +97 7.891481e+05 +98 7.832315e+05 +99 8.383487e+05 +100 7.665788e+05 +101 8.794106e+05 +102 9.021982e+05 +103 8.992426e+05 +104 9.599096e+05 +105 9.937896e+05 +106 1.041136e+06 +107 1.012015e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,XGBoost,1.009413242340088,"96 125414.468750 +97 126835.531250 +98 144256.859375 +99 144256.859375 +100 144256.859375 +101 144264.750000 +102 176207.015625 +103 162899.468750 +104 162899.468750 +105 176207.015625 +106 176310.437500 +107 152562.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,IPTU,AR,1.9920945167541504,"71 115940.656250 +72 291765.125000 +73 308742.531250 +74 327064.437500 +75 156911.218750 +76 143358.421875 +77 114300.828125 +78 106980.406250 +79 105642.507812 +80 103729.882812 +81 104130.054688 +82 104407.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ISS,XGBoost,1.8008613586425781,"80 349245.40625 +81 313676.40625 +82 313676.40625 +83 313676.40625 +84 301634.75000 +85 314311.78125 +86 313676.40625 +87 313676.40625 +88 313676.40625 +89 313676.40625 +90 313676.40625 +91 301634.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,ITBI,XGBoost,1.4760463237762451,"80 86338.437500 +81 65902.625000 +82 78318.953125 +83 65904.984375 +84 72154.820312 +85 159461.000000 +86 159461.000000 +87 159461.000000 +88 159461.000000 +89 159461.000000 +90 159461.000000 +91 159461.000000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,XGBoost,1.6350042819976807,"80 1238413.375 +81 1210492.500 +82 1227841.250 +83 1167865.125 +84 1144569.625 +85 1230259.375 +86 1213718.500 +87 1213677.625 +88 1204418.000 +89 1222477.125 +90 1228141.000 +91 1217337.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,MLP,0.960075855255127,"80 154833.267126 +81 249646.864187 +82 525196.761265 +83 108112.601083 +84 437527.746638 +85 544589.936153 +86 446952.972908 +87 560613.761603 +88 631216.905788 +89 649914.528657 +90 721933.822020 +91 23070.740842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,IPTU,MLP,1.5503861904144287,"90 119857.953159 +91 -13280.772131 +92 19438.001217 +93 146741.082380 +94 324.476168 +95 5181.616300 +96 123589.240264 +97 -132490.060988 +98 122914.233860 +99 175742.037275 +100 -160346.951380 +101 92027.576530 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ISS,MLP,0.9617040157318115,"96 335982.357636 +97 263592.099261 +98 232636.573075 +99 241923.593221 +100 155312.762477 +101 173814.156286 +102 175582.286201 +103 148483.553690 +104 136897.116929 +105 118438.883487 +106 259389.456846 +107 268265.637470 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,ITBI,MLP,1.793799638748169,"96 44142.833813 +97 35816.974944 +98 46885.157018 +99 31040.738747 +100 40088.421741 +101 48184.961471 +102 29718.012273 +103 39474.384007 +104 36321.932490 +105 38266.832204 +106 41652.978381 +107 41010.344015 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,MLP,0.9515542984008789,"96 3.235143e+06 +97 3.022051e+06 +98 3.002977e+06 +99 3.246737e+06 +100 2.983010e+06 +101 3.427787e+06 +102 3.526610e+06 +103 3.514995e+06 +104 3.759228e+06 +105 3.896494e+06 +106 4.086537e+06 +107 3.976061e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,MLP,1.859736442565918,"96 24086.488793 +97 56253.962818 +98 96569.184905 +99 9549.695747 +100 100902.113016 +101 129355.540895 +102 120023.927998 +103 128573.638027 +104 132733.423540 +105 154992.557663 +106 161643.116690 +107 -24205.167644 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,IPTU,HWES,1.9310741424560547,"96 81074.148438 +97 117918.070312 +98 87264.742188 +99 70987.671875 +100 72158.914062 +101 74571.093750 +102 72534.679688 +103 76157.773438 +104 73210.789062 +105 77081.601562 +106 75873.187500 +107 76349.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ISS,MLP,1.6449382305145264,"96 121893.646828 +97 112621.526134 +98 124725.794597 +99 119513.681891 +100 124668.807705 +101 125359.699196 +102 116314.161934 +103 127980.897565 +104 127295.008395 +105 117298.864511 +106 135263.817734 +107 103841.138941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,ITBI,XGBoost,1.2061967849731445,"96 72011.734375 +97 51610.273438 +98 53951.746094 +99 52076.023438 +100 57501.214844 +101 57681.625000 +102 57681.625000 +103 55033.898438 +104 60482.156250 +105 20509.453125 +106 55090.441406 +107 16328.297852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,XGBoost,0.8909561634063721,"96 774798.3750 +97 707024.5000 +98 703631.0000 +99 732907.3750 +100 634979.0625 +101 710861.0625 +102 711639.8750 +103 685634.5625 +104 710718.1875 +105 717891.7500 +106 775208.2500 +107 707123.9375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,SARIMAX,1.0023579597473145,"96 408667.56250 +97 397181.53125 +98 396963.03125 +99 465487.37500 +100 465487.37500 +101 433228.06250 +102 433228.06250 +103 433228.06250 +104 433228.06250 +105 371090.59375 +106 371090.59375 +107 361484.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,MLP,2.335319757461548,"77 76495.407587 +78 71867.357772 +79 3405.894999 +80 51947.955875 +81 74840.312275 +82 52205.098933 +83 47186.813008 +84 17435.237704 +85 -45537.810482 +86 89824.174395 +87 73205.915775 +88 12295.911398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,XGBoost,1.654191255569458,"96 31752.144531 +97 32536.597656 +98 27598.835938 +99 31920.242188 +100 27186.535156 +101 27186.535156 +102 26250.078125 +103 26183.693359 +104 31792.611328 +105 31730.957031 +106 31852.238281 +107 28463.269531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,MLP,1.399597406387329,"96 48884.809676 +97 47926.586874 +98 42962.507425 +99 42190.916571 +100 45751.559516 +101 50542.303129 +102 50990.015196 +103 43830.962484 +104 50848.056848 +105 64259.343756 +106 55866.768407 +107 50412.850569 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,XGBoost,1.0245170593261719,"96 442283.37500 +97 408105.15625 +98 402600.09375 +99 417174.53125 +100 394036.50000 +101 406972.43750 +102 415610.00000 +103 405706.87500 +104 404477.81250 +105 413658.65625 +106 445493.65625 +107 406761.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,MLP,1.8107469081878662,"96 36572.629142 +97 90178.641782 +98 84743.856368 +99 -31113.434587 +100 61146.944507 +101 151176.229835 +102 123443.232115 +103 115095.715557 +104 125440.373585 +105 136332.893613 +106 147273.968892 +107 28755.428635 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,IPTU,AR,1.4926013946533203,"96 2311135.000 +97 1720935.250 +98 1635210.250 +99 1838540.500 +100 1823967.625 +101 1743330.375 +102 1596096.875 +103 1775358.250 +104 1596096.875 +105 1784941.750 +106 1743330.375 +107 1743330.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ISS,MLP,0.9089694023132324,"96 1.046931e+06 +97 9.770881e+05 +98 1.044690e+06 +99 1.030557e+06 +100 1.081150e+06 +101 1.083101e+06 +102 1.072986e+06 +103 1.138454e+06 +104 1.173085e+06 +105 1.169786e+06 +106 1.213111e+06 +107 1.164418e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,ITBI,MLP,0.9948821067810059,"96 1.677993e+06 +97 1.677344e+06 +98 1.681037e+06 +99 1.669997e+06 +100 1.708370e+06 +101 1.894113e+06 +102 1.874947e+06 +103 1.884975e+06 +104 1.817804e+06 +105 2.122496e+06 +106 2.016595e+06 +107 2.119112e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,MLP,1.0835318565368652,"96 1.320943e+06 +97 1.562806e+06 +98 1.480674e+06 +99 1.220264e+06 +100 1.726180e+06 +101 1.953624e+06 +102 1.994486e+06 +103 2.070467e+06 +104 2.174312e+06 +105 2.297738e+06 +106 2.528384e+06 +107 2.369344e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,MLP,1.9365978240966797,"92 8.173562e+05 +93 2.243009e+05 +94 1.829199e+06 +95 9.903106e+05 +96 7.696926e+05 +97 1.951032e+06 +98 1.748591e+06 +99 1.646119e+06 +100 2.646736e+06 +101 2.673536e+06 +102 2.775079e+06 +103 3.145182e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,2.2935478687286377,"96 50035.640625 +97 35430.105469 +98 45175.250000 +99 43596.492188 +100 42831.605469 +101 42124.687500 +102 33179.074219 +103 40967.984375 +104 45179.394531 +105 45179.394531 +106 39195.558594 +107 40504.535156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,MLP,1.4846975803375244,"96 139341.913908 +97 129509.473862 +98 125585.111690 +99 140190.819861 +100 142555.804276 +101 146111.974675 +102 146458.834292 +103 133125.534392 +104 142255.523196 +105 134343.268673 +106 149202.582902 +107 151390.576697 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,MLP,0.9776079654693604,"96 60659.742598 +97 91559.057273 +98 56185.086958 +99 59955.075460 +100 80218.931286 +101 66333.189519 +102 66788.966693 +103 54628.307325 +104 11617.075904 +105 77244.670566 +106 63886.403153 +107 64450.637553 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,MLP,0.927743673324585,"96 1.614061e+06 +97 1.503570e+06 +98 1.494923e+06 +99 1.612525e+06 +100 1.475772e+06 +101 1.697076e+06 +102 1.745928e+06 +103 1.734870e+06 +104 1.859296e+06 +105 1.929236e+06 +106 2.022374e+06 +107 1.971803e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,1.102170705795288,"96 -371624.678283 +97 -90459.797011 +98 998257.660029 +99 -132177.836907 +100 102565.399638 +101 672496.874859 +102 218074.710735 +103 304548.341196 +104 400094.508402 +105 359399.020480 +106 448034.966815 +107 -669122.349961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,IPTU,XGBoost,1.0899920463562012,"95 23572.212891 +96 28279.195312 +97 31578.017578 +98 32320.201172 +99 8832.609375 +100 26417.257812 +101 26422.410156 +102 31833.046875 +103 32303.304688 +104 32660.625000 +105 32609.228516 +106 32290.271484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ISS,MLP,1.6189770698547363,"96 16625.516904 +97 20056.257207 +98 20837.230513 +99 21315.373878 +100 22362.722760 +101 19896.223105 +102 22645.792116 +103 22120.364389 +104 23227.318655 +105 23520.630195 +106 24290.235190 +107 21889.168232 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,ITBI,XGBoost,1.571608066558838,"92 3960.559082 +93 5723.064453 +94 5880.139648 +95 7065.210938 +96 8534.849609 +97 10331.396484 +98 7996.883301 +99 6987.278809 +100 7067.612305 +101 4868.394531 +102 7577.778320 +103 8461.787109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,MLP,1.3625221252441406,"96 441558.180454 +97 405293.549414 +98 401019.734945 +99 434849.541808 +100 394991.323793 +101 454864.890627 +102 465762.830348 +103 457547.733249 +104 489472.356855 +105 504507.140179 +106 524725.389992 +107 505282.074327 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,XGBoost,1.9566118717193604,"96 78466.976562 +97 85612.257812 +98 94468.015625 +99 94031.515625 +100 103123.015625 +101 103147.585938 +102 127427.859375 +103 127430.906250 +104 127430.906250 +105 156036.250000 +106 156036.250000 +107 100973.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,IPTU,MLP,1.3772666454315186,"80 27058.112994 +81 23744.652229 +82 18389.454589 +83 22606.504640 +84 4346.484149 +85 13246.349734 +86 22304.527902 +87 10627.097976 +88 20285.105621 +89 21646.411868 +90 20990.629054 +91 25665.610270 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ISS,XGBoost,2.7985689640045166,"96 23903.691406 +97 23979.648438 +98 23888.378906 +99 21532.777344 +100 21487.480469 +101 21520.492188 +102 21693.707031 +103 20295.835938 +104 18962.412109 +105 19111.664062 +106 18567.394531 +107 18429.708984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,ITBI,MLP,1.0468449592590332,"93 23728.434223 +94 14123.191525 +95 25976.573312 +96 26696.382727 +97 25144.093604 +98 12269.712599 +99 28141.191527 +100 26861.070533 +101 28748.794228 +102 35336.603166 +103 26513.205286 +104 34599.290334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,XGBoost,0.8577115535736084,"96 459035.15625 +97 442938.96875 +98 426130.09375 +99 465481.43750 +100 395292.34375 +101 433638.25000 +102 432980.43750 +103 429709.56250 +104 435504.34375 +105 435260.96875 +106 469566.50000 +107 444652.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,XGBoost,0.9404301643371582,"84 68106.945312 +85 67927.062500 +86 88565.000000 +87 119173.296875 +88 68967.796875 +89 84614.187500 +90 119153.109375 +91 119153.109375 +92 124799.546875 +93 90260.617188 +94 124799.546875 +95 109926.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,IPTU,AR,1.8589227199554443,"96 226039.468750 +97 281036.812500 +98 457292.187500 +99 372332.062500 +100 256178.703125 +101 407252.593750 +102 368178.843750 +103 422807.125000 +104 446906.437500 +105 537912.437500 +106 519501.687500 +107 576467.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ISS,MLP,0.9964957237243652,"96 754291.478064 +97 953286.319608 +98 823943.184804 +99 830534.424781 +100 800237.646131 +101 918624.609061 +102 941492.942825 +103 907039.179327 +104 419841.807806 +105 846570.084082 +106 887859.668364 +107 881496.692567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,ITBI,MLP,1.1141636371612549,"96 308637.807188 +97 328615.732256 +98 370918.471342 +99 314098.373618 +100 327582.725242 +101 312483.548817 +102 368160.632526 +103 364267.153260 +104 329243.923875 +105 314267.686747 +106 372262.007563 +107 292522.820599 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,XGBoost,0.8865149021148682,"96 1875371.125 +97 1770559.250 +98 1804178.250 +99 1900049.250 +100 1613386.250 +101 1755745.875 +102 1849167.250 +103 1881462.625 +104 1906108.875 +105 1869189.875 +106 1897593.500 +107 1819910.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,XGBoost,1.7717812061309814,"96 9.691534e+05 +97 9.541539e+05 +98 1.048487e+06 +99 1.048487e+06 +100 1.423070e+06 +101 1.423070e+06 +102 1.423070e+06 +103 1.423070e+06 +104 1.464771e+06 +105 1.464771e+06 +106 1.464771e+06 +107 1.423070e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,IPTU,MLP,1.894737958908081,"96 68660.700846 +97 -79961.062142 +98 126170.855625 +99 139721.759488 +100 12025.790946 +101 76047.572752 +102 99969.565048 +103 101012.943594 +104 93388.421400 +105 81775.771879 +106 110138.389383 +107 81670.353063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ISS,MLP,2.0331709384918213,"96 101217.286099 +97 102488.463042 +98 107210.654318 +99 116714.103944 +100 119686.092716 +101 112881.860474 +102 131262.538782 +103 127116.305057 +104 137339.439269 +105 138891.770403 +106 128355.216201 +107 145629.884295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,ITBI,MLP,1.2515933513641357,"96 24822.699281 +97 22555.359546 +98 26492.497689 +99 27891.431454 +100 34642.185313 +101 34906.922888 +102 28044.866127 +103 40954.389989 +104 35319.347817 +105 33676.107490 +106 45704.471523 +107 32648.653268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,XGBoost,0.9704086780548096,"96 905645.0000 +97 865626.7500 +98 876343.1875 +99 944105.5625 +100 909362.1875 +101 875197.3750 +102 877197.3125 +103 878132.6875 +104 878626.5000 +105 877438.7500 +106 882986.5625 +107 865963.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,MLP,1.3411548137664795,"96 -68632.060230 +97 -9033.258240 +98 289925.082176 +99 25064.639885 +100 79913.213666 +101 208925.178328 +102 141978.501931 +103 149212.291119 +104 166032.095685 +105 169898.388651 +106 191680.472869 +107 -151377.056183 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,IPTU,MLP,1.1499288082122803,"93 9.377824e+05 +94 8.282915e+05 +95 6.673704e+05 +96 5.537725e+05 +97 -2.891403e+05 +98 9.117064e+05 +99 1.004142e+06 +100 6.585405e+05 +101 7.704632e+05 +102 7.786680e+05 +103 9.490099e+05 +104 9.028616e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ISS,MLP,0.989666223526001,"96 398915.654411 +97 572130.828232 +98 546170.927214 +99 487046.099708 +100 580832.399290 +101 539570.358887 +102 559834.213252 +103 568960.230712 +104 547328.773334 +105 608716.755994 +106 568098.735512 +107 538874.574553 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,ITBI,MLP,0.9649665355682373,"96 465085.787544 +97 403752.561026 +98 348362.908056 +99 442301.488036 +100 431212.259698 +101 385121.053395 +102 446605.213356 +103 393940.280151 +104 499782.943794 +105 372879.015612 +106 563608.281732 +107 538675.664331 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,XGBoost,0.879265546798706,"96 2609948.25 +97 2452229.50 +98 2307314.75 +99 2526055.25 +100 2296003.75 +101 2285383.25 +102 2380826.25 +103 2387800.75 +104 2398320.25 +105 2575746.50 +106 2508498.00 +107 2308870.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,XGBoost,1.2846696376800537,"96 846020.500 +97 943925.375 +98 943925.375 +99 943925.375 +100 943925.375 +101 943925.375 +102 943925.375 +103 943925.375 +104 943925.375 +105 943925.375 +106 943925.375 +107 943925.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,IPTU,MLP,1.945033073425293,"83 145353.020247 +84 125534.057069 +85 64725.611428 +86 91902.896234 +87 76893.214155 +88 22723.401662 +89 26449.024451 +90 150495.114884 +91 124246.191495 +92 84503.553693 +93 117032.371425 +94 125786.306690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ISS,MLP,1.7881503105163574,"96 97094.755361 +97 99952.083741 +98 102163.390053 +99 99419.616245 +100 101370.585548 +101 103966.348172 +102 111979.490628 +103 112385.363237 +104 109330.953958 +105 114278.050353 +106 115042.164797 +107 112093.111612 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,ITBI,MLP,3.842653512954712,"96 43245.266565 +97 45753.942125 +98 38745.804387 +99 32929.996221 +100 47356.958283 +101 50059.661586 +102 46313.643348 +103 58874.103284 +104 50296.082483 +105 56589.022836 +106 56324.446021 +107 54338.805019 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,MLP,1.0434577465057373,"96 1.259487e+06 +97 1.177748e+06 +98 1.166764e+06 +99 1.248548e+06 +100 1.138528e+06 +101 1.304921e+06 +102 1.335172e+06 +103 1.328155e+06 +104 1.413480e+06 +105 1.457592e+06 +106 1.521457e+06 +107 1.467277e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,XGBoost,1.1487183570861816,"96 304711.50000 +97 299777.28125 +98 301496.68750 +99 301496.68750 +100 300074.09375 +101 300074.09375 +102 413202.09375 +103 413202.09375 +104 413202.09375 +105 413202.09375 +106 455960.62500 +107 413202.09375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,IPTU,XGBoost,1.2909748554229736,"93 162838.281250 +94 136435.406250 +95 134807.109375 +96 99660.734375 +97 96470.234375 +98 89337.742188 +99 92044.132812 +100 90628.570312 +101 98693.750000 +102 99560.648438 +103 98595.367188 +104 97069.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ISS,MLP,1.069610595703125,"96 181665.881341 +97 193054.679078 +98 163153.378526 +99 197448.247200 +100 173041.263157 +101 137375.498130 +102 168050.968327 +103 168258.736303 +104 167685.602443 +105 144839.462867 +106 61468.666856 +107 127144.450021 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,ITBI,XGBoost,1.0183818340301514,"96 67421.382812 +97 60715.988281 +98 51231.105469 +99 57345.175781 +100 44369.082031 +101 49225.742188 +102 49997.296875 +103 47046.191406 +104 43663.050781 +105 40594.339844 +106 42032.808594 +107 41678.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,MLP,1.1727542877197266,"96 1.442879e+06 +97 1.349026e+06 +98 1.341074e+06 +99 1.441827e+06 +100 1.320203e+06 +101 1.516021e+06 +102 1.557933e+06 +103 1.550140e+06 +104 1.657089e+06 +105 1.715652e+06 +106 1.795688e+06 +107 1.746824e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,XGBoost,0.9897186756134033,"96 366481.37500 +97 366481.37500 +98 401754.09375 +99 453944.81250 +100 467138.50000 +101 533430.31250 +102 533431.68750 +103 533431.68750 +104 533431.68750 +105 533431.68750 +106 546272.50000 +107 508339.40625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,IPTU,MLP,2.1222126483917236,"80 25814.766716 +81 10001.485896 +82 1513.494894 +83 20911.441463 +84 -21297.500851 +85 26708.550952 +86 26501.761272 +87 -12977.907382 +88 19747.222626 +89 23981.278725 +90 5363.690004 +91 13054.366007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ISS,MLP,2.037083625793457,"96 37701.899669 +97 32280.749117 +98 34065.020551 +99 35902.783059 +100 39819.659847 +101 42165.015857 +102 35745.722417 +103 40774.547565 +104 32432.027692 +105 38358.745594 +106 43643.129079 +107 33413.634833 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,ITBI,XGBoost,1.6243674755096436,"93 2034.319214 +94 10164.618164 +95 7875.762207 +96 12761.742188 +97 11726.600586 +98 2980.613525 +99 5622.832031 +100 4085.584961 +101 1605.940308 +102 9698.938477 +103 6271.485352 +104 3786.762207 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,MLP,1.4855685234069824,"96 656608.555150 +97 613386.326316 +98 612361.837860 +99 654639.308008 +100 602125.079409 +101 689960.839607 +102 706852.146038 +103 704566.670398 +104 753271.074045 +105 780401.248767 +106 818550.746571 +107 777087.362368 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,MLP,1.2537665367126465,"95 -27243.576913 +96 6403.065755 +97 92404.439455 +98 9630.685912 +99 17958.547915 +100 61762.535206 +101 46314.045291 +102 40844.582208 +103 44264.685678 +104 51553.457797 +105 54003.310122 +106 -33665.435101 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,MLP,1.7532603740692139,"86 63939.961591 +87 59596.395800 +88 37292.452724 +89 48240.015002 +90 -51377.415513 +91 -13966.898698 +92 87845.933275 +93 50693.525054 +94 27434.281579 +95 38918.690695 +96 58385.064891 +97 64727.565713 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ISS,MLP,1.821073055267334,"96 17504.798692 +97 16334.811891 +98 17862.374676 +99 16738.699552 +100 18438.070122 +101 20261.039320 +102 19827.714095 +103 21688.258462 +104 20681.083047 +105 16770.686380 +106 20803.435124 +107 13976.208908 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,MLP,1.2092652320861816,"92 156123.918939 +93 54094.949812 +94 16861.964238 +95 125212.749477 +96 53809.306767 +97 78603.193798 +98 108661.061304 +99 53020.662083 +100 109478.886833 +101 114032.955702 +102 75259.829482 +103 118255.985891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,MLP,0.9731812477111816,"96 7.842752e+05 +97 7.333185e+05 +98 7.340979e+05 +99 8.124287e+05 +100 7.620965e+05 +101 8.812941e+05 +102 9.210610e+05 +103 9.249537e+05 +104 1.000642e+06 +105 1.050270e+06 +106 1.110441e+06 +107 1.107787e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0084900856018066,"95 40511.636719 +96 43589.140625 +97 48209.179688 +98 40765.832031 +99 44072.558594 +100 24444.255859 +101 24705.445312 +102 25479.875000 +103 25479.875000 +104 25479.875000 +105 26175.632812 +106 24834.291016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,IPTU,MLP,2.248016595840454,"88 37090.714780 +89 31938.122783 +90 27311.414399 +91 23333.267262 +92 34533.888412 +93 37678.876954 +94 8113.426214 +95 -7414.682939 +96 44116.022245 +97 41194.848981 +98 18459.899779 +99 28322.784568 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ISS,XGBoost,3.7125821113586426,"96 13754.424805 +97 13906.258789 +98 13911.286133 +99 13932.763672 +100 13582.466797 +101 13578.375977 +102 13717.883789 +103 12531.198242 +104 13270.528320 +105 14039.712891 +106 10804.557617 +107 10576.278320 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,ITBI,MLP,1.0667564868927002,"96 56370.871044 +97 60908.505067 +98 -22558.493862 +99 54977.648178 +100 67886.443250 +101 -8620.465855 +102 63833.831023 +103 64290.280208 +104 59797.106579 +105 73101.559055 +106 56501.279771 +107 67309.103928 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,MLP,1.1071193218231201,"96 9.507373e+05 +97 8.959480e+05 +98 8.956601e+05 +99 9.720922e+05 +100 9.013218e+05 +101 1.034979e+06 +102 1.070366e+06 +103 1.073463e+06 +104 1.150165e+06 +105 1.195986e+06 +106 1.257393e+06 +107 1.233749e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,MLP,1.878737211227417,"95 -10605.521194 +96 24484.899992 +97 62873.176531 +98 7876.648445 +99 36572.382306 +100 56945.617984 +101 56832.754733 +102 65446.486192 +103 61764.455533 +104 68648.135492 +105 73950.695633 +106 -14295.756026 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,IPTU,XGBoost,1.294602632522583,"89 37079.417969 +90 43341.441406 +91 33406.578125 +92 37169.496094 +93 30342.544922 +94 31458.314453 +95 31458.314453 +96 43320.578125 +97 31532.820312 +98 31532.820312 +99 31658.941406 +100 31458.314453 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ISS,MLP,1.0677464008331299,"96 59897.731584 +97 61285.455594 +98 53484.309226 +99 71812.471704 +100 55960.309828 +101 72671.762177 +102 56814.839582 +103 54454.905088 +104 64917.375818 +105 60536.434128 +106 48207.058907 +107 46265.341914 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,ITBI,MLP,1.6254518032073975,"94 28603.642819 +95 14407.507568 +96 13093.022284 +97 24625.837181 +98 17644.357211 +99 20711.548431 +100 23788.689877 +101 15042.324860 +102 28816.181856 +103 20812.474383 +104 26859.260026 +105 22188.731684 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,XGBoost,1.0730781555175781,"96 399643.37500 +97 368212.68750 +98 322384.09375 +99 367562.00000 +100 302888.81250 +101 356312.03125 +102 361597.93750 +103 355987.00000 +104 355194.28125 +105 355542.43750 +106 399883.09375 +107 393610.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,XGBoost,1.9649758338928223,"96 139872.000000 +97 131291.500000 +98 126925.125000 +99 132082.062500 +100 132082.062500 +101 152590.953125 +102 234964.687500 +103 234964.687500 +104 234964.687500 +105 234968.875000 +106 264137.500000 +107 225921.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,IPTU,MLP,1.5956857204437256,"92 104761.369040 +93 68151.321197 +94 39038.382240 +95 73362.710050 +96 86775.299632 +97 32628.267253 +98 -29716.491892 +99 120101.505224 +100 103827.733423 +101 32088.893277 +102 78310.142410 +103 86282.714272 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ISS,MLP,1.7801196575164795,"96 163697.457429 +97 160461.833370 +98 170467.209957 +99 166178.937910 +100 162433.107270 +101 179601.200619 +102 170493.605805 +103 183250.218500 +104 178684.952421 +105 199658.109856 +106 210032.709882 +107 194259.180852 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,ITBI,MLP,1.2630517482757568,"90 22251.749008 +91 34555.312864 +92 42820.542087 +93 14576.993108 +94 37601.275038 +95 41884.499847 +96 40673.890671 +97 53968.542840 +98 42578.561806 +99 52208.827060 +100 42398.300994 +101 39785.446801 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,XGBoost,0.9571466445922852,"90 719404.50000 +91 641298.93750 +92 668765.50000 +93 627741.37500 +94 521561.65625 +95 512573.56250 +96 625858.43750 +97 600294.87500 +98 605442.00000 +99 665122.37500 +100 628286.43750 +101 659305.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,XGBoost,1.0236880779266357,"90 48840.000000 +91 49955.273438 +92 50304.519531 +93 50929.468750 +94 50726.769531 +95 42241.027344 +96 40720.792969 +97 43631.601562 +98 40791.781250 +99 42127.800781 +100 39322.242188 +101 42571.476562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,XGBoost,1.193868637084961,"73 6689.142090 +74 7375.494629 +75 4863.980957 +76 7343.282227 +77 7409.134766 +78 7358.793945 +79 5526.763184 +80 3478.221191 +81 3553.360596 +82 3331.355225 +83 3271.474121 +84 3020.260010 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,XGBoost,0.9138057231903076,"96 27819.810547 +97 28878.423828 +98 28229.236328 +99 31841.515625 +100 26045.400391 +101 31841.515625 +102 32841.492188 +103 29040.197266 +104 29058.132812 +105 20459.908203 +106 30663.589844 +107 23076.732422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,XGBoost,1.5519819259643555,"94 5052.938477 +95 4035.322754 +96 6617.535645 +97 5418.144531 +98 5112.161621 +99 1646.593262 +100 3332.291992 +101 4973.083984 +102 5090.886719 +103 1728.099365 +104 3564.401123 +105 4268.401367 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,MLP,1.0427196025848389,"96 700115.222380 +97 651733.389624 +98 649859.269978 +99 708061.048060 +100 652986.601373 +101 751892.012547 +102 777642.729868 +103 773677.360010 +104 831235.323645 +105 865203.101410 +106 907422.951336 +107 890524.452164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,MLP,1.3092141151428223,"89 79610.023371 +90 -37522.339649 +91 695.965681 +92 83374.322556 +93 82819.980414 +94 22426.817980 +95 44366.369396 +96 73642.307399 +97 88246.644898 +98 84907.696756 +99 80384.803491 +100 -25396.436325 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,IPTU,XGBoost,2.0059921741485596,"95 45352.570312 +96 32720.417969 +97 33112.644531 +98 25131.580078 +99 11849.120117 +100 9208.021484 +101 7597.167969 +102 11401.020508 +103 12350.742188 +104 12421.735352 +105 16646.570312 +106 16506.449219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ISS,MLP,1.9292361736297607,"96 208084.733349 +97 185162.439301 +98 166550.740775 +99 164008.306904 +100 129781.884662 +101 162734.362650 +102 143187.761711 +103 171690.581887 +104 184157.868852 +105 165811.090819 +106 208728.490424 +107 198215.171569 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,ITBI,XGBoost,2.0170745849609375,"94 35773.425781 +95 53426.945312 +96 65067.207031 +97 72208.351562 +98 64049.699219 +99 64113.367188 +100 35457.781250 +101 54340.089844 +102 63798.613281 +103 60676.710938 +104 67813.679688 +105 59184.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,MLP,0.9302172660827637,"96 1.404157e+06 +97 1.312844e+06 +98 1.311887e+06 +99 1.431088e+06 +100 1.324652e+06 +101 1.525090e+06 +102 1.580653e+06 +103 1.578895e+06 +104 1.698220e+06 +105 1.771049e+06 +106 1.862482e+06 +107 1.834288e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,XGBoost,1.077955722808838,"96 195530.296875 +97 215233.015625 +98 225825.078125 +99 190902.500000 +100 190724.937500 +101 224016.546875 +102 224002.453125 +103 229804.671875 +104 229804.671875 +105 229804.671875 +106 252999.453125 +107 197663.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,IPTU,MLP,1.1233887672424316,"89 3.294109e+05 +90 -9.224044e+03 +91 -4.271535e+05 +92 7.679746e+05 +93 2.005174e+04 +94 -5.647888e+05 +95 9.315643e+05 +96 -1.881287e+04 +97 -6.063095e+05 +98 1.029693e+06 +99 -6.917692e+04 +100 -6.178562e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ISS,XGBoost,0.997434139251709,"96 48702.105469 +97 52228.218750 +98 51471.871094 +99 50407.304688 +100 50398.859375 +101 54685.410156 +102 54913.441406 +103 44761.113281 +104 51396.953125 +105 50323.351562 +106 43818.046875 +107 43235.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,ITBI,MLP,0.8367049694061279,"96 46134.363827 +97 55779.728238 +98 53715.000349 +99 43567.551683 +100 25643.116956 +101 46015.050022 +102 44677.709973 +103 55485.725265 +104 56308.144636 +105 58729.525540 +106 65531.619056 +107 74518.738042 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,XGBoost,0.9601550102233887,"96 884957.7500 +97 815211.2500 +98 851930.7500 +99 878562.6250 +100 805509.8125 +101 814369.2500 +102 826244.2500 +103 823144.3750 +104 814369.2500 +105 867769.0000 +106 883201.9375 +107 818661.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,MLP,1.6448431015014648,"96 -162976.004181 +97 34272.569792 +98 412581.053263 +99 38337.064640 +100 62924.134071 +101 283880.485740 +102 212180.814130 +103 169391.950228 +104 202032.196700 +105 235831.885875 +106 233245.219791 +107 -196580.222109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,IPTU,MLP,2.0839531421661377,"90 18942.691022 +91 14600.710711 +92 -10192.241424 +93 13433.977301 +94 21108.468712 +95 12172.826517 +96 15502.248048 +97 14794.597871 +98 19134.493029 +99 17755.096531 +100 17423.708162 +101 13515.244926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ISS,XGBoost,1.5073881149291992,"96 12870.916016 +97 12938.600586 +98 13379.184570 +99 10786.013672 +100 13114.035156 +101 13272.654297 +102 13797.287109 +103 14073.134766 +104 12323.072266 +105 13932.137695 +106 11049.424805 +107 8099.049805 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,ITBI,MLP,2.6779115200042725,"70 9078.931254 +71 7718.835120 +72 1725.992968 +73 7381.118239 +74 9548.783408 +75 7186.044365 +76 10339.854566 +77 6121.558723 +78 6369.009325 +79 10600.696632 +80 11036.378238 +81 8760.308660 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,MLP,1.4673826694488525,"96 408472.767616 +97 380884.804958 +98 379499.261325 +99 412170.459636 +100 379142.306500 +101 436011.714241 +102 449877.860073 +103 447833.990148 +104 480347.459172 +105 498763.456809 +106 522951.681020 +107 510797.525702 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,MLP,1.197174072265625,"95 8034.268852 +96 25560.645598 +97 56128.002328 +98 15837.874766 +99 19673.150154 +100 53507.049419 +101 52631.385015 +102 44695.511526 +103 52130.237129 +104 58598.040248 +105 63672.760079 +106 4674.619215 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,IPTU,XGBoost,1.0636425018310547,"96 534054.37500 +97 527725.62500 +98 521596.03125 +99 514471.00000 +100 514471.00000 +101 512442.43750 +102 513483.46875 +103 513483.46875 +104 513483.46875 +105 513483.46875 +106 514265.37500 +107 513483.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ISS,XGBoost,0.8950660228729248,"96 1165568.875 +97 1185893.125 +98 1174674.500 +99 1164904.875 +100 1164904.875 +101 1211066.125 +102 1222538.125 +103 1211066.125 +104 1211066.125 +105 1211066.125 +106 1222538.125 +107 1211066.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,ITBI,XGBoost,0.8649575710296631,"96 772157.8750 +97 707047.7500 +98 384222.7500 +99 697836.0625 +100 645168.4375 +101 417427.3125 +102 386489.6250 +103 274580.5000 +104 628725.8125 +105 656337.4375 +106 757340.5625 +107 365964.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,MLP,0.9705615043640137,"96 6.160449e+06 +97 5.762142e+06 +98 5.747138e+06 +99 6.220691e+06 +100 5.726600e+06 +101 6.588379e+06 +102 6.805883e+06 +103 6.792679e+06 +104 7.296400e+06 +105 7.599789e+06 +106 7.992278e+06 +107 7.848163e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,XGBoost,1.1430420875549316,"96 1652945.375 +97 2127629.000 +98 2146945.500 +99 2143584.000 +100 2144196.000 +101 2164208.750 +102 2256384.000 +103 2256384.000 +104 2256384.000 +105 2256384.000 +106 2256384.000 +107 2203495.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,SARIMAX,1.0617167949676514,"96 1.208932e+06 +97 1.188181e+06 +98 1.062351e+06 +99 1.055106e+06 +100 1.049793e+06 +101 1.046846e+06 +102 1.037703e+06 +103 1.044005e+06 +104 1.043761e+06 +105 1.043761e+06 +106 1.072874e+06 +107 1.086253e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ISS,MLP,0.939871072769165,"96 2.048195e+06 +97 2.293228e+06 +98 2.222575e+06 +99 2.300191e+06 +100 2.354316e+06 +101 2.225325e+06 +102 2.385102e+06 +103 2.093775e+06 +104 2.330200e+06 +105 2.386157e+06 +106 2.446947e+06 +107 2.269984e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,MLP,0.9676635265350342,"96 599634.773568 +97 631338.787429 +98 672342.119726 +99 677785.710370 +100 718454.670038 +101 797897.337816 +102 777535.834854 +103 826901.443923 +104 841889.599958 +105 751162.124112 +106 818716.776245 +107 826731.282175 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0427262783050537,"96 6969678.0 +97 5887925.5 +98 5775357.5 +99 6913494.5 +100 6393699.5 +101 6389398.0 +102 6398527.0 +103 6125961.5 +104 6411789.5 +105 6692045.5 +106 6188105.5 +107 5763659.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,MLP,0.9863104820251465,"96 9.429429e+05 +97 1.183288e+06 +98 2.137959e+06 +99 4.986042e+05 +100 1.309818e+06 +101 2.377032e+06 +102 1.971227e+06 +103 2.096263e+06 +104 2.489948e+06 +105 2.608050e+06 +106 2.678264e+06 +107 7.067441e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,IPTU,MLP,1.1436116695404053,"92 50698.790236 +93 -6617.458152 +94 -43193.286835 +95 89316.866743 +96 25005.263006 +97 -38988.423490 +98 63229.070664 +99 41903.110946 +100 -14814.473242 +101 36729.575179 +102 40813.016130 +103 10222.788550 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ISS,MLP,1.6316702365875244,"96 27527.470849 +97 23882.196314 +98 23442.713748 +99 23384.184456 +100 19550.545139 +101 26666.935622 +102 24725.336450 +103 24528.330014 +104 26986.995397 +105 19363.831491 +106 26740.588862 +107 25246.982163 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,ITBI,MLP,1.3700664043426514,"93 16953.982254 +94 12381.626732 +95 19744.427576 +96 17258.297439 +97 23198.275210 +98 7032.578406 +99 15003.541339 +100 13405.075596 +101 20370.487510 +102 25139.328039 +103 16949.335716 +104 21611.879841 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,MLP,2.44372296333313,"96 482799.129803 +97 449346.900710 +98 446904.985212 +99 485597.506126 +100 446290.286370 +101 513050.700389 +102 529033.238611 +103 526181.597310 +104 564334.940990 +105 585858.652291 +106 614556.070197 +107 599457.887581 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,XGBoost,2.738375425338745,"96 69586.882812 +97 70718.265625 +98 70718.265625 +99 65257.914062 +100 65465.832031 +101 44745.406250 +102 41838.257812 +103 41838.257812 +104 41838.257812 +105 41838.257812 +106 41838.257812 +107 65789.632812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,IPTU,MLP,1.1472103595733643,"84 54218.496069 +85 25847.942875 +86 -42360.811193 +87 48307.665954 +88 51969.055567 +89 18939.742219 +90 23138.194610 +91 32136.061687 +92 40040.070561 +93 42475.535358 +94 36112.519995 +95 39183.128647 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ISS,MLP,1.2872979640960693,"88 33493.954464 +89 43826.022002 +90 37142.256280 +91 39344.280770 +92 41133.483264 +93 41337.009828 +94 44221.459442 +95 43124.845472 +96 43279.682522 +97 44971.708417 +98 39378.634537 +99 46349.812199 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,ITBI,MLP,1.6485419273376465,"84 17504.071877 +85 20918.736111 +86 13087.609545 +87 28213.467042 +88 20879.730773 +89 26504.886568 +90 17070.194405 +91 27697.275397 +92 29340.822403 +93 26491.713354 +94 26081.290403 +95 31379.635838 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,MLP,0.9858543872833252,"88 7.670212e+05 +89 7.708012e+05 +90 7.719343e+05 +91 8.323198e+05 +92 7.766877e+05 +93 8.892614e+05 +94 9.235850e+05 +95 9.295056e+05 +96 9.989474e+05 +97 1.043640e+06 +98 1.101111e+06 +99 1.085724e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,MLP,0.8545336723327637,"88 -25792.310662 +89 17424.020036 +90 87350.764210 +91 13817.085905 +92 44189.409791 +93 66272.557814 +94 52978.235680 +95 65233.032524 +96 61779.267765 +97 69048.129422 +98 75955.622317 +99 -53072.826244 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,IPTU,HWES,1.5984609127044678,"92 41379.433594 +93 34776.773438 +94 25501.158203 +95 34664.164062 +96 26352.703125 +97 25765.671875 +98 25927.244141 +99 27932.884766 +100 28780.316406 +101 30590.384766 +102 35688.394531 +103 30692.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ISS,XGBoost,1.0585863590240479,"96 49835.468750 +97 55515.726562 +98 54401.269531 +99 39316.664062 +100 39434.289062 +101 53859.597656 +102 57453.687500 +103 42496.335938 +104 38660.093750 +105 49251.847656 +106 52393.246094 +107 41016.421875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,ITBI,MLP,1.3291893005371094,"96 185061.756708 +97 179675.399950 +98 164427.782385 +99 167117.731418 +100 191025.786949 +101 154141.320127 +102 214872.386225 +103 194707.332611 +104 136538.481909 +105 217231.953317 +106 179803.955596 +107 117844.861939 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,MLP,1.8187463283538818,"96 1.630435e+06 +97 1.531375e+06 +98 1.529427e+06 +99 1.662864e+06 +100 1.540476e+06 +101 1.771011e+06 +102 1.832473e+06 +103 1.835610e+06 +104 1.969835e+06 +105 2.050913e+06 +106 2.158304e+06 +107 2.119633e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,MLP,1.6363534927368164,"94 8537.383005 +95 32571.337587 +96 116614.505615 +97 71949.726750 +98 21278.599365 +99 100768.360689 +100 122971.418438 +101 102744.734294 +102 129576.606080 +103 129549.813477 +104 139234.005072 +105 -387.533334 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,IPTU,MLP,2.474938154220581,"95 166449.862358 +96 88633.841833 +97 13673.577950 +98 -68106.792186 +99 175183.736901 +100 170103.548785 +101 45486.750684 +102 103586.544447 +103 133992.349550 +104 134535.337610 +105 128451.927878 +106 116002.862410 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,1.150352954864502,"96 56163.683594 +97 60129.589844 +98 59756.039062 +99 60863.312500 +100 63100.289062 +101 58913.109375 +102 59905.148438 +103 62940.988281 +104 62155.511719 +105 61677.843750 +106 63373.792969 +107 60651.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,ITBI,SES,1.8249125480651855,"96 19634.361328 +97 31484.441406 +98 15799.982422 +99 25598.718750 +100 11179.015625 +101 9838.261719 +102 10182.286133 +103 9244.667969 +104 25043.994141 +105 12335.332031 +106 24466.167969 +107 9696.584961 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,MLP,0.8788974285125732,"96 1.163551e+06 +97 1.086645e+06 +98 1.077537e+06 +99 1.155706e+06 +100 1.054404e+06 +101 1.209447e+06 +102 1.239324e+06 +103 1.232366e+06 +104 1.314958e+06 +105 1.357883e+06 +106 1.420195e+06 +107 1.372971e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,MLP,1.046440601348877,"95 -35439.082969 +96 80899.977457 +97 225366.585326 +98 30566.817734 +99 114857.177037 +100 192189.866269 +101 166455.393960 +102 189791.987950 +103 199084.297633 +104 211652.142883 +105 224095.503207 +106 -51810.022764 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,IPTU,XGBoost,1.1187682151794434,"96 18732214.0 +97 36778516.0 +98 35671240.0 +99 35530428.0 +100 35961192.0 +101 35961192.0 +102 35586784.0 +103 35218636.0 +104 35218636.0 +105 34269592.0 +106 34269592.0 +107 34137892.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ISS,SARIMAX,1.0198259353637695,"96 120178288.0 +97 120658672.0 +98 123687240.0 +99 123687240.0 +100 123687240.0 +101 123687240.0 +102 123687240.0 +103 123687240.0 +104 123687240.0 +105 123687240.0 +106 123687240.0 +107 123687240.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,ITBI,MLP,1.7012290954589844,"96 4.380796e+07 +97 4.251939e+07 +98 3.677960e+07 +99 4.227719e+07 +100 4.082719e+07 +101 4.173052e+07 +102 4.194060e+07 +103 3.927541e+07 +104 4.400403e+07 +105 4.478347e+07 +106 4.526569e+07 +107 4.593228e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,XGBoost,2.5354151725769043,"96 69510208.0 +97 62478048.0 +98 59858388.0 +99 63898416.0 +100 57791268.0 +101 66572568.0 +102 65351304.0 +103 62125784.0 +104 64455856.0 +105 66142136.0 +106 67630176.0 +107 62961532.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,XGBoost,1.015284776687622,"96 68390680.0 +97 68390680.0 +98 66541516.0 +99 66541516.0 +100 66541516.0 +101 64264592.0 +102 64264592.0 +103 64264592.0 +104 64264592.0 +105 64264592.0 +106 64264592.0 +107 62413416.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,XGBoost,1.845432996749878,"96 4060.333008 +97 6155.203613 +98 3395.697510 +99 6756.051270 +100 3391.822754 +101 4457.798828 +102 3391.822754 +103 4540.566895 +104 4757.706055 +105 3695.694580 +106 4844.050781 +107 4840.005371 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ISS,XGBoost,1.69166898727417,"96 4488.137695 +97 5136.849121 +98 7267.268555 +99 6085.958496 +100 6241.330078 +101 6171.291992 +102 6272.258301 +103 6262.954102 +104 6748.420898 +105 5996.299316 +106 8861.501953 +107 7848.221680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,MLP,2.4794864654541016,"90 -422.300165 +91 7646.019119 +92 14856.976392 +93 10774.130549 +94 11411.739037 +95 14952.032846 +96 13652.349168 +97 2354.910869 +98 13416.278838 +99 12443.603342 +100 14887.901462 +101 17274.801269 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,MLP,0.8707339763641357,"96 304569.878494 +97 282331.691465 +98 280205.439850 +99 304231.642848 +100 278908.423689 +101 320857.684343 +102 330162.266325 +103 327149.838433 +104 350361.742627 +105 362881.452069 +106 379526.428176 +107 368852.858867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,SARIMAX,1.5425372123718262,"94 10365.232422 +95 10905.199219 +96 12387.107422 +97 11764.500977 +98 10455.580078 +99 9057.566406 +100 12466.254883 +101 12570.064453 +102 18888.333984 +103 20290.312500 +104 20800.447266 +105 10500.100586 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,IPTU,HWES,1.050034761428833,"96 54436.011719 +97 33290.316406 +98 25768.644531 +99 21915.013672 +100 24728.369141 +101 13352.885742 +102 15843.834961 +103 14061.511719 +104 15715.603516 +105 16147.597656 +106 34052.210938 +107 39473.925781 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ISS,SARIMAX,0.8457157611846924,"96 57866.304688 +97 57526.191406 +98 54427.417969 +99 54348.417969 +100 56711.984375 +101 56516.031250 +102 56516.031250 +103 56516.031250 +104 56516.031250 +105 54347.972656 +106 56741.554688 +107 54287.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,ITBI,MLP,1.1008455753326416,"96 42273.932826 +97 53957.618617 +98 61282.523648 +99 63016.546590 +100 64793.483071 +101 56743.925648 +102 61160.300983 +103 65634.383645 +104 65636.311027 +105 58899.247579 +106 81960.120270 +107 61716.227041 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,XGBoost,0.8881659507751465,"96 823552.1250 +97 811948.6250 +98 753049.7500 +99 828417.8125 +100 667309.8125 +101 778850.8750 +102 810865.8125 +103 808428.0625 +104 796905.1875 +105 812522.1875 +106 840374.4375 +107 777535.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,XGBoost,1.361565113067627,"96 122367.335938 +97 93627.734375 +98 83992.687500 +99 42743.410156 +100 13630.438477 +101 49867.070312 +102 54863.917969 +103 73719.421875 +104 93429.601562 +105 75564.546875 +106 77389.546875 +107 -15011.911133 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,IPTU,AR,1.3627386093139648,"96 1080831.875 +97 1205152.750 +98 1151080.750 +99 1296184.625 +100 1143535.500 +101 1190354.000 +102 1270134.875 +103 1270134.875 +104 1270134.875 +105 1270134.875 +106 1403362.375 +107 1195576.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ISS,MLP,0.9657022953033447,"96 1.578922e+06 +97 1.635079e+06 +98 1.700739e+06 +99 1.740558e+06 +100 1.760240e+06 +101 1.668301e+06 +102 1.192856e+06 +103 1.640938e+06 +104 1.646873e+06 +105 1.616596e+06 +106 1.673548e+06 +107 1.623565e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,ITBI,MLP,1.3953170776367188,"96 5.427871e+05 +97 8.027935e+05 +98 9.943090e+05 +99 7.820319e+05 +100 8.679228e+05 +101 1.151161e+06 +102 1.018110e+06 +103 9.382513e+05 +104 9.800064e+05 +105 1.291175e+06 +106 1.446929e+06 +107 2.590331e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,MLP,1.0927419662475586,"96 5.828129e+06 +97 5.883793e+06 +98 5.881630e+06 +99 6.336019e+06 +100 5.906243e+06 +101 6.754638e+06 +102 7.006449e+06 +103 7.041993e+06 +104 7.554581e+06 +105 7.874285e+06 +106 8.296610e+06 +107 8.147084e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,MLP,3.2171666622161865,"96 2.673531e+05 +97 7.431806e+05 +98 1.639095e+06 +99 3.915649e+05 +100 8.944644e+05 +101 1.583438e+06 +102 1.398462e+06 +103 1.547111e+06 +104 1.665310e+06 +105 1.759090e+06 +106 1.896650e+06 +107 8.420623e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,IPTU,SARIMAX,2.0193915367126465,"96 526726.12500 +97 550172.12500 +98 523765.34375 +99 539384.43750 +100 487259.06250 +101 466733.50000 +102 487645.18750 +103 467099.71875 +104 497974.90625 +105 485341.78125 +106 486016.46875 +107 525568.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ISS,MLP,1.0924229621887207,"96 1.101249e+06 +97 1.076470e+06 +98 1.298732e+06 +99 1.063239e+06 +100 1.287230e+06 +101 1.113920e+06 +102 1.210155e+06 +103 1.222541e+06 +104 1.070585e+06 +105 1.081474e+06 +106 1.310260e+06 +107 -1.136187e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,ITBI,MLP,1.0063588619232178,"96 364325.618041 +97 345352.133590 +98 337895.710757 +99 216855.406792 +100 317078.842877 +101 371677.519530 +102 389658.550733 +103 326670.426885 +104 326527.103227 +105 378871.869943 +106 433395.464819 +107 350411.109088 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,MLP,1.0450348854064941,"96 2.523779e+06 +97 2.286878e+06 +98 2.446678e+06 +99 2.565626e+06 +100 2.319233e+06 +101 2.686099e+06 +102 2.749676e+06 +103 3.069069e+06 +104 3.013465e+06 +105 2.788822e+06 +106 3.237559e+06 +107 3.134965e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,SARIMAX,1.840937852859497,"96 2101781.00 +97 2401293.25 +98 2289876.50 +99 2289876.50 +100 2289876.50 +101 2401293.25 +102 2401293.25 +103 2401293.25 +104 2619796.25 +105 2704920.00 +106 2704920.00 +107 2290663.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,IPTU,XGBoost,1.130939245223999,"96 2148758.750 +97 2166414.000 +98 1941325.875 +99 1939223.125 +100 1939223.125 +101 2073660.875 +102 2160229.250 +103 2160229.250 +104 2275107.500 +105 2275107.500 +106 2275107.500 +107 2146656.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ISS,MLP,1.0057790279388428,"96 4.574581e+06 +97 4.891587e+06 +98 5.254434e+06 +99 5.458994e+06 +100 5.694442e+06 +101 5.985621e+06 +102 6.221182e+06 +103 6.379981e+06 +104 6.622012e+06 +105 6.848034e+06 +106 7.053892e+06 +107 7.050322e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,ITBI,MLP,1.063915491104126,"96 1.487512e+06 +97 1.383676e+06 +98 1.380238e+06 +99 1.450285e+06 +100 1.421796e+06 +101 1.364432e+06 +102 1.536587e+06 +103 1.362199e+06 +104 1.576586e+06 +105 1.615360e+06 +106 1.531726e+06 +107 1.623349e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,XGBoost,0.918053150177002,"96 7030499.0 +97 5590285.0 +98 5524525.5 +99 6703659.5 +100 6361112.0 +101 6024178.5 +102 5998447.5 +103 6335707.5 +104 6172059.0 +105 6075427.5 +106 6364533.0 +107 6085840.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,MLP,1.095066785812378,"96 -1.294581e+06 +97 9.228508e+05 +98 5.224856e+06 +99 5.314701e+05 +100 2.264298e+06 +101 3.803897e+06 +102 3.117165e+06 +103 3.698002e+06 +104 3.610435e+06 +105 3.888570e+06 +106 4.313005e+06 +107 -2.500583e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,IPTU,MLP,1.5346767902374268,"91 102027.578501 +92 29818.323049 +93 -4886.038287 +94 82705.914235 +95 -81017.731942 +96 100587.560199 +97 107672.707223 +98 -66740.569390 +99 79087.671146 +100 110158.838502 +101 -20550.502141 +102 57529.940580 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ISS,XGBoost,1.2442896366119385,"96 36809.414062 +97 36897.085938 +98 35224.523438 +99 33348.082031 +100 34760.710938 +101 30796.308594 +102 30741.642578 +103 37822.035156 +104 34794.984375 +105 34767.167969 +106 29112.744141 +107 28497.365234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,ITBI,MLP,1.8470985889434814,"93 34763.627984 +94 28090.058550 +95 32577.649803 +96 38751.536522 +97 19243.701933 +98 36327.939468 +99 19931.749758 +100 33737.971384 +101 46116.954263 +102 35911.291143 +103 43089.238130 +104 51620.480750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,MLP,1.9776577949523926,"96 704171.629808 +97 663684.430524 +98 664347.249174 +99 721513.731300 +100 669919.629220 +101 770312.724212 +102 798799.073096 +103 802072.930027 +104 861706.869967 +105 899241.521508 +106 947716.469494 +107 935315.289836 +Name: Valor, dtype: float64" +Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,MLP,1.4543721675872803,"95 -18129.883527 +96 31221.806801 +97 106246.820206 +98 2616.169781 +99 60797.030318 +100 104119.904069 +101 70454.520784 +102 79761.423967 +103 89481.739175 +104 97139.238977 +105 97920.536339 +106 -29307.388713 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,IPTU,SARIMAX,1.2950010299682617,"96 25719760.0 +97 25883606.0 +98 26047952.0 +99 25757928.0 +100 25757928.0 +101 29004786.0 +102 31859764.0 +103 31961636.0 +104 31961636.0 +105 31961636.0 +106 29133290.0 +107 28897520.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ISS,MLP,1.0530939102172852,"96 1.212032e+07 +97 1.269768e+07 +98 1.271555e+07 +99 1.270170e+07 +100 1.264692e+07 +101 1.287557e+07 +102 1.276618e+07 +103 1.264953e+07 +104 1.272997e+07 +105 1.272962e+07 +106 1.300876e+07 +107 1.305423e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,ITBI,HWES,1.9265873432159424,"96 3442150.50 +97 3468382.00 +98 3416638.50 +99 3417293.25 +100 3489935.00 +101 3439039.00 +102 3513635.25 +103 2480883.50 +104 3494828.00 +105 3460196.50 +106 3392170.25 +107 3457989.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,XGBoost,1.5802321434020996,"96 54874000.0 +97 55532584.0 +98 52838612.0 +99 55218896.0 +100 44594632.0 +101 52940020.0 +102 50436780.0 +103 51993488.0 +104 53100712.0 +105 53904764.0 +106 56174752.0 +107 54682496.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,MLP,1.2262861728668213,"96 2.433669e+06 +97 4.100667e+06 +98 7.992088e+06 +99 1.918777e+06 +100 4.401729e+06 +101 7.997911e+06 +102 7.599767e+06 +103 8.201880e+06 +104 8.822129e+06 +105 9.321376e+06 +106 1.020634e+07 +107 1.538995e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,IPTU,XGBoost,1.4206430912017822,"96 5513398.00 +97 4742364.00 +98 3525056.75 +99 4006963.25 +100 3888328.75 +101 3883402.75 +102 4120093.25 +103 4120093.25 +104 4015966.75 +105 4015966.75 +106 4285618.50 +107 4249357.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ISS,MLP,0.8759052753448486,"96 1.184980e+06 +97 1.238880e+06 +98 1.115484e+06 +99 1.266315e+06 +100 1.253325e+06 +101 1.200584e+06 +102 1.278679e+06 +103 1.255890e+06 +104 1.302429e+06 +105 1.453356e+06 +106 9.724552e+05 +107 1.365836e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,ITBI,MLP,1.0234375,"96 2.260396e+06 +97 2.406262e+06 +98 2.059428e+06 +99 2.680753e+06 +100 2.023483e+06 +101 2.529149e+06 +102 3.063945e+06 +103 2.812740e+06 +104 2.741555e+06 +105 2.781045e+06 +106 3.016813e+06 +107 3.231811e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,MLP,0.8817579746246338,"96 7.877856e+05 +97 7.355713e+05 +98 7.437617e+05 +99 8.028589e+05 +100 7.400302e+05 +101 8.510324e+05 +102 8.813302e+05 +103 8.841852e+05 +104 9.489479e+05 +105 9.458727e+05 +106 1.029803e+06 +107 1.015794e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,MLP,0.9178512096405029,"96 140938.838870 +97 313563.814356 +98 444015.774227 +99 143526.309226 +100 253487.463115 +101 497132.667642 +102 471417.993750 +103 494287.118953 +104 584312.568179 +105 659284.500111 +106 676061.293859 +107 333259.976635 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,IPTU,XGBoost,1.1468350887298584,"92 73071.757812 +93 82967.812500 +94 83484.734375 +95 84299.078125 +96 69325.234375 +97 73754.789062 +98 73754.789062 +99 73754.789062 +100 83270.921875 +101 83204.046875 +102 83305.039062 +103 88880.046875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ISS,MLP,1.067056655883789,"95 90388.794295 +96 69859.249009 +97 124174.263934 +98 114706.605141 +99 126456.570850 +100 95541.824272 +101 125117.760736 +102 120963.265658 +103 133444.211472 +104 130698.908831 +105 115060.072567 +106 105462.725102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,ITBI,XGBoost,2.6145451068878174,"95 25283.855469 +96 42757.742188 +97 23815.171875 +98 41653.335938 +99 14274.317383 +100 40619.914062 +101 42628.925781 +102 45355.757812 +103 31370.423828 +104 27536.017578 +105 44927.824219 +106 45949.617188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,MLP,1.773514986038208,"96 7.827960e+05 +97 6.714319e+05 +98 7.258484e+05 +99 8.990577e+05 +100 9.586661e+05 +101 1.170105e+06 +102 1.409059e+06 +103 1.587340e+06 +104 1.887131e+06 +105 2.254761e+06 +106 2.663993e+06 +107 3.149209e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,XGBoost,1.8363020420074463,"96 75437.710938 +97 67607.546875 +98 57554.367188 +99 13670.609375 +100 954.923767 +101 12366.124023 +102 19184.826172 +103 13767.238281 +104 11452.408203 +105 19113.212891 +106 30139.523438 +107 10186.944336 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,IPTU,MLP,1.2041430473327637,"92 188867.464139 +93 55438.614597 +94 -268421.483920 +95 284498.523417 +96 219300.344251 +97 -215356.575801 +98 171919.360037 +99 233233.404480 +100 -88342.057652 +101 95439.819647 +102 192907.030549 +103 22108.161910 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ISS,XGBoost,1.3290574550628662,"96 30725.232422 +97 32073.621094 +98 30544.068359 +99 30678.896484 +100 32317.035156 +101 30476.439453 +102 33217.363281 +103 30115.662109 +104 30250.490234 +105 30250.490234 +106 31376.763672 +107 23799.878906 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,ITBI,MLP,1.6708037853240967,"93 18260.527022 +94 18832.097228 +95 24645.187016 +96 13028.761515 +97 29641.393762 +98 15710.227599 +99 20867.789810 +100 30338.638836 +101 20237.044870 +102 22250.719109 +103 31504.547710 +104 16874.980402 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,XGBoost,1.0359065532684326,"96 542062.25000 +97 540263.00000 +98 509506.18750 +99 550731.06250 +100 500765.34375 +101 511265.50000 +102 509354.06250 +103 505118.43750 +104 513131.15625 +105 509876.09375 +106 528911.00000 +107 450402.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,MLP,1.0294299125671387,"96 -171345.079253 +97 18095.692162 +98 390686.429840 +99 -207784.330495 +100 57938.218079 +101 432166.602892 +102 -234191.960265 +103 103646.107965 +104 448110.175269 +105 -266135.263908 +106 155370.389067 +107 231722.133620 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,XGBoost,0.9095649719238281,"78 11765.166016 +79 12378.554688 +80 17520.589844 +81 10629.830078 +82 7360.323242 +83 5732.380859 +84 5708.425293 +85 5692.295410 +86 5692.295410 +87 12301.508789 +88 12317.639648 +89 12357.521484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,MLP,1.0233869552612305,"92 23628.018768 +93 32500.666996 +94 34565.459853 +95 24625.500058 +96 23487.484175 +97 28500.016445 +98 33090.679620 +99 37787.674329 +100 37078.781153 +101 42001.200970 +102 44476.505778 +103 43653.863151 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,XGBoost,1.9287431240081787,"91 48891.511719 +92 47155.375000 +93 109267.101562 +94 109275.859375 +95 109305.375000 +96 109305.375000 +97 109406.570312 +98 109406.570312 +99 109263.062500 +100 110223.585938 +101 110223.585938 +102 110263.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,MLP,1.6048264503479004,"92 687655.666893 +93 658559.302437 +94 655319.142224 +95 696263.246269 +96 637886.297760 +97 727392.838525 +98 746352.520814 +99 746651.718490 +100 795697.011194 +101 825199.173713 +102 862878.319170 +103 842247.191567 +Name: Valor, dtype: float64" +Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,MLP,2.4545302391052246,"90 14960.996491 +91 25679.411241 +92 13682.942242 +93 6799.248150 +94 26816.609244 +95 33831.122544 +96 36433.405487 +97 39041.375651 +98 40658.291096 +99 45573.237247 +100 50724.923883 +101 16076.656254 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,IPTU,SARIMAX,0.9433965682983398,"93 133002.406250 +94 139357.156250 +95 131986.125000 +96 131035.398438 +97 133819.406250 +98 129205.101562 +99 120948.429688 +100 99361.093750 +101 99361.093750 +102 99361.093750 +103 99361.093750 +104 99361.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ISS,MLP,0.8589887619018555,"96 161377.424312 +97 167105.200952 +98 178112.873698 +99 173913.770986 +100 186677.507459 +101 193722.148318 +102 177573.238489 +103 171321.254758 +104 177805.330605 +105 164163.638989 +106 166121.283552 +107 158400.633177 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,ITBI,MLP,1.6204032897949219,"96 136270.635058 +97 153133.614712 +98 139829.468459 +99 161831.126178 +100 21177.101532 +101 88669.580678 +102 177932.719127 +103 130927.461430 +104 144610.102392 +105 161707.224988 +106 174616.553862 +107 90594.315811 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,XGBoost,1.943155288696289,"96 1279772.625 +97 1251568.875 +98 1216995.250 +99 1363286.250 +100 1372966.000 +101 1193940.000 +102 1273388.625 +103 1280053.375 +104 1277079.750 +105 1292899.625 +106 1323532.375 +107 1260016.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,HWES,2.299730062484741,"96 239483.796875 +97 207418.140625 +98 278690.031250 +99 244564.765625 +100 244564.765625 +101 258750.390625 +102 272328.656250 +103 272081.468750 +104 287835.125000 +105 307729.593750 +106 312534.625000 +107 281202.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,IPTU,SARIMAX,1.0516619682312012,"96 2.648423e+06 +97 1.808799e+06 +98 1.718947e+06 +99 9.181386e+05 +100 -3.872583e+05 +101 -5.102715e+05 +102 -5.668904e+05 +103 1.251938e+07 +104 1.252982e+07 +105 1.265766e+07 +106 4.154297e+06 +107 4.466076e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ISS,MLP,1.1422169208526611,"96 9.472714e+06 +97 1.011773e+07 +98 1.005747e+07 +99 9.813271e+06 +100 9.960901e+06 +101 9.886784e+06 +102 9.778471e+06 +103 9.990069e+06 +104 9.757978e+06 +105 9.827378e+06 +106 1.001839e+07 +107 9.435819e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,ITBI,MLP,1.1028389930725098,"96 2.237478e+06 +97 2.473664e+06 +98 2.348293e+06 +99 2.518039e+06 +100 2.655670e+06 +101 2.412250e+06 +102 2.698747e+06 +103 2.666498e+06 +104 2.785916e+06 +105 3.000606e+06 +106 2.715785e+06 +107 2.846801e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,MLP,0.965745210647583,"96 1.629131e+07 +97 1.464114e+07 +98 1.410588e+07 +99 1.560609e+07 +100 1.432339e+07 +101 1.650341e+07 +102 1.705417e+07 +103 1.680492e+07 +104 1.805863e+07 +105 1.877758e+07 +106 1.964192e+07 +107 1.920033e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,XGBoost,2.245971918106079,"96 8253848.5 +97 8760759.0 +98 8415897.0 +99 8881997.0 +100 8881997.0 +101 10487430.0 +102 11989566.0 +103 12026697.0 +104 12026697.0 +105 10902725.0 +106 11049745.0 +107 8121812.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,IPTU,XGBoost,2.073084592819214,"82 2924.018311 +83 2924.018311 +84 2137.460938 +85 2461.281494 +86 2211.734619 +87 2558.104004 +88 2208.558105 +89 2128.384033 +90 1887.913818 +91 2600.741699 +92 2543.774658 +93 2203.080078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ISS,MLP,1.8980138301849365,"96 36860.605782 +97 39542.054183 +98 17018.464315 +99 27518.217563 +100 37395.639277 +101 34757.411581 +102 40025.580105 +103 22885.427860 +104 35473.504446 +105 42142.970034 +106 39358.239087 +107 38738.461308 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,ITBI,MLP,1.3873682022094727,"81 39290.095581 +82 27866.671626 +83 -24098.131061 +84 32783.314613 +85 38151.936674 +86 27402.091205 +87 29106.954133 +88 25984.336700 +89 8811.518380 +90 39185.457578 +91 41832.459271 +92 35302.331308 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,XGBoost,1.0096240043640137,"96 486360.50000 +97 448881.96875 +98 468411.87500 +99 487691.65625 +100 461557.00000 +101 449450.56250 +102 466152.75000 +103 478671.81250 +104 482219.96875 +105 472787.96875 +106 475572.75000 +107 485771.59375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,MLP,0.9533348083496094,"96 -12790.467202 +97 -1740.387438 +98 78766.824150 +99 10078.204287 +100 25027.870560 +101 61029.997973 +102 40801.332083 +103 43008.007252 +104 46489.084062 +105 50024.990671 +106 53246.909075 +107 -27434.121007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,IPTU,XGBoost,1.5669715404510498,"96 122974.195312 +97 122748.281250 +98 116883.257812 +99 117897.757812 +100 123727.296875 +101 121642.687500 +102 121642.687500 +103 121642.687500 +104 117897.757812 +105 121642.687500 +106 125237.906250 +107 121642.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ISS,MLP,1.1207854747772217,"96 542632.827573 +97 624216.654077 +98 532867.165482 +99 585220.884227 +100 613831.403621 +101 609922.621320 +102 666253.081020 +103 656624.303675 +104 645368.994739 +105 597710.082638 +106 579349.366689 +107 569217.661443 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,ITBI,XGBoost,1.0145456790924072,"96 194327.546875 +97 265786.062500 +98 241797.343750 +99 149803.296875 +100 140304.406250 +101 148551.546875 +102 170894.125000 +103 178579.203125 +104 200888.859375 +105 165445.046875 +106 172465.203125 +107 159432.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,MLP,2.1394143104553223,"96 3.308029e+06 +97 3.057625e+06 +98 3.041359e+06 +99 3.308270e+06 +100 3.030903e+06 +101 3.491841e+06 +102 3.599514e+06 +103 3.557725e+06 +104 3.820258e+06 +105 3.966292e+06 +106 4.144980e+06 +107 4.047620e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,MLP,2.000931739807129,"96 -4.957043e+05 +97 -2.237385e+03 +98 1.353397e+06 +99 -5.602548e+03 +100 3.107827e+05 +101 8.881996e+05 +102 5.315348e+05 +103 6.240090e+05 +104 6.450971e+05 +105 6.622399e+05 +106 7.713250e+05 +107 -7.981190e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,MLP,1.5587093830108643,"76 14610.605082 +77 7699.682195 +78 5199.145922 +79 4532.749283 +80 -7110.585505 +81 17291.332040 +82 11871.988429 +83 604.636128 +84 11913.243372 +85 12187.354634 +86 8526.659168 +87 9102.204954 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,MLP,2.3411154747009277,"96 76832.413347 +97 83349.981750 +98 87235.609515 +99 73443.481685 +100 79854.103764 +101 66774.532949 +102 90873.707250 +103 76334.076722 +104 42764.076595 +105 42414.651808 +106 82714.946041 +107 7536.090827 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,XGBoost,0.9647374153137207,"92 15851.334961 +93 34840.351562 +94 14107.913086 +95 43555.476562 +96 24246.490234 +97 11655.552734 +98 39951.824219 +99 40901.933594 +100 32419.419922 +101 25052.996094 +102 41244.601562 +103 17376.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,MLP,0.9837660789489746,"96 8.711375e+05 +97 8.145781e+05 +98 8.111210e+05 +99 8.787543e+05 +100 8.086301e+05 +101 9.289495e+05 +102 9.574584e+05 +103 9.549404e+05 +104 1.022733e+06 +105 1.061048e+06 +106 1.113155e+06 +107 1.085505e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,MLP,1.7770304679870605,"96 -1000.046416 +97 18216.360841 +98 35270.873844 +99 -1576.513887 +100 17695.196346 +101 31670.398772 +102 27178.978499 +103 40321.330674 +104 36849.651302 +105 39357.137182 +106 40877.763385 +107 -18541.677705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,XGBoost,1.3193864822387695,"95 78865.187500 +96 59109.550781 +97 36393.804688 +98 27983.742188 +99 30972.341797 +100 31370.074219 +101 29430.355469 +102 29704.316406 +103 28505.474609 +104 30496.058594 +105 30496.058594 +106 30060.263672 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ISS,SARIMAX,1.6346476078033447,"96 123865.765625 +97 90187.500000 +98 124790.898438 +99 116045.125000 +100 129672.468750 +101 126775.414062 +102 124528.375000 +103 134284.625000 +104 136220.625000 +105 153226.921875 +106 147576.390625 +107 115007.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,XGBoost,1.2712597846984863,"96 27905.164062 +97 36017.742188 +98 28474.931641 +99 42465.964844 +100 24394.449219 +101 69740.718750 +102 68135.875000 +103 48616.632812 +104 55825.011719 +105 24104.591797 +106 24234.748047 +107 26350.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,XGBoost,1.0844757556915283,"96 8.298304e+05 +97 1.026416e+06 +98 8.375254e+05 +99 9.488850e+05 +100 8.250681e+05 +101 9.464129e+05 +102 9.578232e+05 +103 9.514687e+05 +104 9.613966e+05 +105 9.482974e+05 +106 9.534210e+05 +107 8.879926e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,MLP,1.1777129173278809,"95 13474.354090 +96 42266.443855 +97 71433.646246 +98 3047.232082 +99 34668.968693 +100 67318.773732 +101 72064.874952 +102 82388.041468 +103 90777.282740 +104 94849.905074 +105 106038.745707 +106 -7118.567651 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,IPTU,MLP,0.9659192562103271,"88 25791.221302 +89 23131.030510 +90 18096.092662 +91 21942.090848 +92 -17130.626226 +93 6932.798463 +94 30742.685086 +95 19061.117104 +96 16397.566159 +97 17530.947634 +98 24176.102785 +99 26207.875474 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ISS,MLP,1.4655876159667969,"96 40062.478780 +97 41586.748267 +98 43941.134259 +99 44209.292046 +100 49428.819477 +101 27981.347065 +102 44441.836761 +103 52259.697452 +104 45245.907950 +105 52174.123329 +106 54155.498346 +107 44375.244380 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,ITBI,MLP,1.657571792602539,"96 16945.157512 +97 23072.706117 +98 15088.277928 +99 5462.560003 +100 12469.943876 +101 6928.684147 +102 13485.142049 +103 16539.551590 +104 18126.707626 +105 17018.578412 +106 14554.672574 +107 22933.325125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0462024211883545,"96 475718.15625 +97 365363.68750 +98 468472.25000 +99 416671.21875 +100 356724.50000 +101 399205.15625 +102 373541.53125 +103 352811.21875 +104 397150.93750 +105 411986.03125 +106 425560.46875 +107 298250.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,MLP,2.399984836578369,"96 -13388.308351 +97 86054.521416 +98 -2794.207152 +99 88826.139676 +100 97472.830551 +101 71920.898466 +102 111711.162484 +103 97271.080817 +104 108881.844955 +105 116826.078256 +106 19907.846820 +107 16243.927643 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,IPTU,MLP,1.6305947303771973,"85 22812.174248 +86 14921.718163 +87 -10800.149787 +88 -9744.669214 +89 20165.475201 +90 22519.821909 +91 13253.062333 +92 5357.660001 +93 15260.063679 +94 21913.215794 +95 17970.240253 +96 15860.205125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ISS,MLP,2.422743320465088,"96 65966.799247 +97 73581.140112 +98 70605.681912 +99 68126.909897 +100 78069.770333 +101 81333.512019 +102 81632.843256 +103 84547.709492 +104 65094.142476 +105 84221.895420 +106 89236.372179 +107 86386.055824 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,ITBI,MLP,2.14189076423645,"84 8549.948744 +85 8137.532528 +86 11490.251548 +87 8074.937856 +88 9964.208928 +89 12482.034008 +90 13138.318435 +91 14713.499341 +92 15119.458679 +93 16808.147866 +94 19540.154580 +95 15541.738148 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,XGBoost,1.0107440948486328,"96 283945.875000 +97 282481.281250 +98 240703.015625 +99 291239.343750 +100 233532.093750 +101 270874.468750 +102 271548.968750 +103 268761.062500 +104 277272.250000 +105 285910.250000 +106 286965.218750 +107 245262.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,MLP,1.0977373123168945,"96 -5389.340212 +97 4225.070068 +98 59179.136283 +99 11119.094797 +100 9462.080318 +101 51241.180804 +102 35885.576757 +103 31331.573938 +104 42258.153628 +105 27169.293077 +106 47347.745764 +107 -16097.757188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,1.1387550830841064,"96 47798.957031 +97 24917.572266 +98 13174.811523 +99 16751.341797 +100 15177.042969 +101 13913.366211 +102 20457.478516 +103 19905.105469 +104 20492.380859 +105 16158.958008 +106 16375.612305 +107 20071.326172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ISS,XGBoost,1.048222541809082,"96 24180.107422 +97 26028.929688 +98 25253.828125 +99 24838.865234 +100 24838.865234 +101 24962.332031 +102 23358.574219 +103 24734.708984 +104 24536.748047 +105 24630.660156 +106 24630.660156 +107 23839.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,ITBI,MLP,1.1049110889434814,"95 46401.252038 +96 35809.883491 +97 22771.355182 +98 34437.742120 +99 38446.311720 +100 38383.305397 +101 39084.459164 +102 4889.849189 +103 44382.443318 +104 40213.455941 +105 36844.041114 +106 48769.347834 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,MLP,1.0796804428100586,"96 8.078223e+05 +97 7.636730e+05 +98 7.656102e+05 +99 8.262501e+05 +100 7.661698e+05 +101 8.796254e+05 +102 9.109061e+05 +103 9.147936e+05 +104 9.813023e+05 +105 1.022846e+06 +106 1.075741e+06 +107 1.059213e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,MLP,1.2980403900146484,"92 113217.509368 +93 27855.618450 +94 64895.838298 +95 66734.730718 +96 70521.274642 +97 46275.040921 +98 101984.473548 +99 108006.454063 +100 121886.751536 +101 137513.484569 +102 140713.672645 +103 33701.954395 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,IPTU,MLP,2.5204193592071533,"79 139598.058864 +80 148512.593912 +81 71972.901958 +82 98161.540808 +83 129247.585072 +84 98009.964537 +85 -55512.589545 +86 132505.907592 +87 39995.709070 +88 110685.334998 +89 145681.632591 +90 90386.614874 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ISS,MLP,1.6678130626678467,"96 66049.287615 +97 66839.037062 +98 72104.794118 +99 60763.077979 +100 73898.100866 +101 73703.526319 +102 69592.990093 +103 72414.769315 +104 72763.363031 +105 73919.120383 +106 63533.027051 +107 55138.966111 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,ITBI,XGBoost,2.0109570026397705,"94 19799.365234 +95 21408.978516 +96 20473.916016 +97 19633.589844 +98 23424.501953 +99 24843.210938 +100 25419.531250 +101 23399.283203 +102 26143.162109 +103 28451.148438 +104 24240.265625 +105 19575.714844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,MLP,1.1026983261108398,"96 488790.849581 +97 510164.404053 +98 514964.351666 +99 561268.494332 +100 537402.125096 +101 620998.581769 +102 816774.495359 +103 711230.877220 +104 772118.736401 +105 856289.719544 +106 906919.903308 +107 947300.615107 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,MLP,1.7533042430877686,"96 23845.769466 +97 67737.224195 +98 143752.305227 +99 39764.079395 +100 127693.216989 +101 133994.714667 +102 -41456.045621 +103 162203.582251 +104 177475.943945 +105 118867.244916 +106 144938.570731 +107 -16663.043539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,IPTU,XGBoost,1.2017159461975098,"79 4778.714355 +80 5035.286133 +81 5434.648926 +82 5448.566406 +83 4812.501953 +84 2826.463135 +85 2933.685303 +86 3456.469482 +87 3731.093506 +88 3280.796143 +89 3226.888184 +90 3246.810303 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ISS,XGBoost,1.645188808441162,"96 19194.894531 +97 15841.576172 +98 25101.576172 +99 15841.576172 +100 12964.017578 +101 15860.875977 +102 12256.302734 +103 30771.376953 +104 12665.739258 +105 21810.289062 +106 21810.289062 +107 12665.739258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,ITBI,MLP,0.8535339832305908,"75 89374.593844 +76 82184.577849 +77 78645.776664 +78 98985.554623 +79 -68738.463653 +80 -15703.450571 +81 83008.697587 +82 74683.535278 +83 13142.672181 +84 75021.578272 +85 87504.125138 +86 50766.165253 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,MLP,1.1636762619018555,"96 605340.846266 +97 581434.554600 +98 565000.338003 +99 610549.716895 +100 562397.352351 +101 644106.915378 +102 664480.621566 +103 661609.220044 +104 707557.702992 +105 733982.960056 +106 769801.441693 +107 749559.472602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,XGBoost,0.9783289432525635,"90 38095.652344 +91 55594.683594 +92 30322.025391 +93 30239.005859 +94 53641.570312 +95 54247.351562 +96 22061.412109 +97 22061.412109 +98 54004.386719 +99 54247.351562 +100 53684.699219 +101 20217.029297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,IPTU,XGBoost,1.6381571292877197,"96 354614.843750 +97 349950.468750 +98 399728.500000 +99 293293.062500 +100 185766.062500 +101 181186.312500 +102 317116.937500 +103 191977.390625 +104 211098.750000 +105 207004.468750 +106 346450.375000 +107 257755.453125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ISS,MLP,2.0474071502685547,"96 748102.019837 +97 744922.197659 +98 659984.601435 +99 780501.772776 +100 681350.784087 +101 807400.167465 +102 768960.740950 +103 639386.397565 +104 803862.636174 +105 712761.582046 +106 784205.744025 +107 694125.495810 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,ITBI,XGBoost,1.4041848182678223,"96 270194.781250 +97 196816.343750 +98 242460.546875 +99 268400.937500 +100 214277.453125 +101 196323.500000 +102 269628.062500 +103 257466.281250 +104 220926.328125 +105 212870.312500 +106 260791.171875 +107 189964.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,MLP,0.9547727108001709,"96 2.586643e+06 +97 2.421970e+06 +98 2.415030e+06 +99 2.621155e+06 +100 2.418479e+06 +101 2.779564e+06 +102 2.870158e+06 +103 2.866419e+06 +104 3.073174e+06 +105 3.193355e+06 +106 3.353661e+06 +107 3.281319e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,XGBoost,1.248241901397705,"96 1.018903e+06 +97 8.279900e+05 +98 9.061451e+05 +99 9.042728e+05 +100 8.830703e+05 +101 9.042728e+05 +102 9.042728e+05 +103 1.129111e+06 +104 1.133344e+06 +105 1.133344e+06 +106 1.133344e+06 +107 1.010078e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,IPTU,XGBoost,1.6154067516326904,"81 11766.104492 +82 11724.002930 +83 7290.693359 +84 7929.135254 +85 8711.704102 +86 2688.383301 +87 10837.489258 +88 3305.967773 +89 5636.532227 +90 6150.746094 +91 1295.445801 +92 4416.912598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ISS,MLP,1.5167787075042725,"84 18500.875911 +85 22302.858508 +86 15819.415631 +87 15755.301225 +88 19914.907864 +89 22548.259814 +90 19368.580899 +91 16378.497246 +92 9647.749839 +93 21148.098729 +94 22264.513072 +95 20325.740216 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,ITBI,XGBoost,0.9248905181884766,"83 23843.306641 +84 21820.851562 +85 29600.716797 +86 29769.279297 +87 14614.853516 +88 14608.222656 +89 21959.705078 +90 14475.943359 +91 14469.310547 +92 14436.713867 +93 12916.795898 +94 12915.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,SARIMAX,1.2097575664520264,"84 583310.7500 +85 538403.9375 +86 564234.8750 +87 584144.5000 +88 558057.1875 +89 547629.9375 +90 557041.5625 +91 563685.3750 +92 548140.3750 +93 555572.0625 +94 548140.3750 +95 544278.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,MLP,1.6703927516937256,"84 -11057.466126 +85 18112.182477 +86 52413.646397 +87 3835.961218 +88 66672.998098 +89 56086.665206 +90 56416.176051 +91 77892.961117 +92 70312.317827 +93 81308.363712 +94 85372.660609 +95 -41300.404881 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,IPTU,MLP,1.0913968086242676,"86 48974.726696 +87 38955.193403 +88 22462.024053 +89 19158.583903 +90 -21019.875750 +91 30844.865566 +92 49826.787848 +93 22987.253359 +94 27227.711239 +95 36201.281750 +96 40200.582507 +97 39984.843826 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ISS,XGBoost,1.0428438186645508,"96 23349.443359 +97 21427.853516 +98 22171.212891 +99 20613.169922 +100 20095.976562 +101 23214.656250 +102 21790.212891 +103 20718.738281 +104 24325.093750 +105 18298.998047 +106 23208.042969 +107 22903.208984 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,ITBI,MLP,0.8615868091583252,"91 10725.883984 +92 16618.496466 +93 21935.587169 +94 22885.595944 +95 19871.596848 +96 25558.432338 +97 14070.062690 +98 21658.524866 +99 22946.793624 +100 29041.343946 +101 27048.254216 +102 26176.196534 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,MLP,1.0384814739227295,"96 482139.977521 +97 447160.279032 +98 443306.884964 +99 479650.287849 +100 453267.107171 +101 508073.880508 +102 521839.772644 +103 520200.987971 +104 556344.629184 +105 578368.492279 +106 607023.427139 +107 589025.388845 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1215670108795166,"95 61907.562500 +96 41588.773438 +97 45789.703125 +98 43323.621094 +99 43323.621094 +100 38475.238281 +101 45231.812500 +102 52771.300781 +103 56018.289062 +104 67601.062500 +105 70894.484375 +106 56711.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,IPTU,MLP,0.9412126541137695,"88 9.205326e+06 +89 -7.984350e+04 +90 -2.808600e+06 +91 1.248391e+07 +92 7.302045e+06 +93 2.945802e+06 +94 6.764720e+06 +95 7.363663e+06 +96 7.662888e+06 +97 6.692332e+06 +98 5.650587e+06 +99 8.332810e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ISS,MLP,1.4617435932159424,"88 6.184018e+06 +89 6.747199e+06 +90 8.163000e+06 +91 7.970509e+06 +92 8.044253e+06 +93 8.627344e+06 +94 8.236085e+06 +95 7.488425e+06 +96 8.656374e+06 +97 9.070244e+06 +98 9.170726e+06 +99 8.295721e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,ITBI,MLP,1.419259786605835,"88 3.407475e+06 +89 3.670785e+06 +90 2.702679e+06 +91 3.170989e+06 +92 3.251649e+06 +93 3.418230e+06 +94 3.695255e+06 +95 3.298332e+06 +96 3.965549e+06 +97 4.106118e+06 +98 3.764760e+06 +99 4.133566e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,MLP,1.367002010345459,"88 3.240688e+06 +89 3.071207e+06 +90 3.083237e+06 +91 3.365793e+06 +92 3.148577e+06 +93 3.617705e+06 +94 3.762195e+06 +95 3.790336e+06 +96 4.071143e+06 +97 4.250314e+06 +98 4.480723e+06 +99 4.431541e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,MLP,2.329536199569702,"88 3.144724e+05 +89 8.524008e+05 +90 1.612950e+06 +91 4.424453e+05 +92 1.150689e+06 +93 1.643107e+06 +94 1.531762e+06 +95 1.695968e+06 +96 1.780065e+06 +97 1.968592e+06 +98 2.077726e+06 +99 8.757682e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,IPTU,MLP,1.446993350982666,"76 59024.461107 +77 -45180.308237 +78 228745.266609 +79 249733.513120 +80 188531.613864 +81 190651.979262 +82 213107.219410 +83 246249.458215 +84 243227.736308 +85 152386.833188 +86 160852.848578 +87 222126.796692 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ISS,XGBoost,0.9815385341644287,"76 100965.398438 +77 99946.773438 +78 100107.296875 +79 79883.335938 +80 100107.296875 +81 100338.687500 +82 102971.906250 +83 81002.054688 +84 76360.546875 +85 100170.453125 +86 76225.132812 +87 77787.531250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,ITBI,XGBoost,0.9027121067047119,"76 95386.781250 +77 172010.515625 +78 181406.765625 +79 128752.320312 +80 177776.484375 +81 204455.515625 +82 116948.875000 +83 86580.562500 +84 115163.796875 +85 172272.171875 +86 127360.492188 +87 127360.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,MLP,0.7731940746307373,"76 1.844237e+06 +77 1.752518e+06 +78 1.756757e+06 +79 1.881005e+06 +80 1.736718e+06 +81 1.986152e+06 +82 2.052244e+06 +83 2.061436e+06 +84 2.207943e+06 +85 2.304024e+06 +86 2.419412e+06 +87 2.391431e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,MLP,1.0712440013885498,"74 -36250.807433 +75 110166.494443 +76 176406.156425 +77 27379.108050 +78 73826.927573 +79 151416.857775 +80 155251.249108 +81 152118.779809 +82 159542.122965 +83 175533.995115 +84 194965.944564 +85 54028.072204 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,IPTU,MLP,0.9945621490478516,"96 22624.823468 +97 -18465.985809 +98 71184.654908 +99 72931.630076 +100 49680.107156 +101 64984.811354 +102 60776.200178 +103 73784.525347 +104 76080.907595 +105 74432.611672 +106 80047.084289 +107 81202.134714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ISS,XGBoost,1.079883098602295,"96 574889.5000 +97 603170.4375 +98 606391.4375 +99 612150.6250 +100 586526.1250 +101 587102.8750 +102 577748.6250 +103 607979.2500 +104 606717.5625 +105 601974.8750 +106 595787.1875 +107 586791.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,ITBI,MLP,0.9381964206695557,"92 10165.509313 +93 142517.678939 +94 107925.558457 +95 29030.527565 +96 128183.560649 +97 120351.163733 +98 101743.715731 +99 121074.377580 +100 118954.658306 +101 127870.630555 +102 138271.402934 +103 131881.506219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,XGBoost,0.9289605617523193,"96 467000.62500 +97 496991.28125 +98 469741.37500 +99 495456.78125 +100 467756.34375 +101 493999.03125 +102 494363.62500 +103 507084.34375 +104 497415.84375 +105 511429.00000 +106 511266.21875 +107 470238.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,XGBoost,1.8152618408203125,"96 136433.515625 +97 147924.171875 +98 135193.468750 +99 135193.468750 +100 135193.468750 +101 147851.328125 +102 178153.937500 +103 196710.984375 +104 196710.984375 +105 196710.984375 +106 196710.984375 +107 183910.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,IPTU,MLP,2.554243803024292,"94 353891.712742 +95 -165128.385020 +96 341408.002602 +97 306196.019628 +98 177076.159822 +99 305304.581950 +100 209001.950279 +101 374985.616512 +102 341494.989854 +103 342927.255612 +104 410756.421106 +105 327177.946539 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ISS,XGBoost,1.5481586456298828,"96 241323.828125 +97 177545.750000 +98 208003.640625 +99 192816.578125 +100 201937.781250 +101 169724.921875 +102 205790.593750 +103 164418.062500 +104 249018.171875 +105 165459.015625 +106 205805.281250 +107 164539.171875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,ITBI,XGBoost,1.1756768226623535,"93 23386.685547 +94 17123.011719 +95 15135.125000 +96 11032.602539 +97 23503.666016 +98 13284.204102 +99 23354.593750 +100 7537.250000 +101 14002.505859 +102 26578.953125 +103 14064.813477 +104 12074.079102 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,XGBoost,1.313838243484497,"96 1250672.750 +97 1223561.625 +98 1232385.250 +99 1244623.125 +100 1243208.625 +101 1206142.750 +102 1206461.875 +103 1244623.125 +104 1234584.250 +105 1211223.750 +106 1229407.875 +107 1244623.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,MLP,0.992264986038208,"94 126323.004964 +95 44379.055974 +96 122382.403255 +97 91085.993929 +98 204013.265149 +99 301466.732904 +100 331661.631024 +101 345884.737618 +102 394206.273492 +103 422032.351741 +104 449293.848405 +105 80158.188512 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,IPTU,XGBoost,0.8065690994262695,"86 53919.019531 +87 98047.500000 +88 146480.578125 +89 145745.265625 +90 146676.125000 +91 146676.125000 +92 146676.125000 +93 146054.296875 +94 269697.312500 +95 73035.210938 +96 146054.296875 +97 146054.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ISS,Prophet,1.5964715480804443,"96 26343.615234 +97 27158.730469 +98 26388.425781 +99 24812.132812 +100 25717.712891 +101 26182.345703 +102 26139.107422 +103 25473.552734 +104 25750.927734 +105 25869.470703 +106 25047.300781 +107 25755.808594 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,0.9165134429931641,"96 35141.488281 +97 29108.898438 +98 29055.072266 +99 30179.304688 +100 38596.957031 +101 30325.773438 +102 30506.517578 +103 30159.039062 +104 30376.957031 +105 30376.957031 +106 30325.773438 +107 30362.519531 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,MLP,1.7914478778839111,"96 716544.974997 +97 685340.206339 +98 663708.142963 +99 720117.111209 +100 662911.176832 +101 759473.077670 +102 782921.018838 +103 776410.877952 +104 830331.874528 +105 859873.207594 +106 899790.587928 +107 873179.000520 +Name: Valor, dtype: float64" +Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,MLP,1.8461501598358154,"96 -84944.297346 +97 41109.400165 +98 224253.073033 +99 -52982.141103 +100 111226.776142 +101 184033.519895 +102 89625.657785 +103 129053.829032 +104 139758.244417 +105 143502.995813 +106 154352.368143 +107 -137937.078949 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,IPTU,MLP,1.4774315357208252,"88 454090.291399 +89 180343.411770 +90 -632561.949015 +91 818995.461329 +92 501415.559476 +93 -523001.927912 +94 535813.849989 +95 560745.396424 +96 -191616.588414 +97 325375.722947 +98 464675.187762 +99 64965.090060 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ISS,MLP,1.7380855083465576,"96 157710.493584 +97 161062.018015 +98 146629.015316 +99 160751.234418 +100 163345.324299 +101 160677.633335 +102 150675.799787 +103 174393.360241 +104 158842.243543 +105 151118.428011 +106 169007.937644 +107 171810.284401 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,ITBI,XGBoost,1.2872023582458496,"96 49527.859375 +97 58582.585938 +98 49468.945312 +99 41863.777344 +100 41410.335938 +101 43383.539062 +102 50002.617188 +103 50358.058594 +104 43482.265625 +105 41570.625000 +106 42829.781250 +107 43245.074219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,MLP,1.150827169418335,"96 1.116684e+06 +97 1.049406e+06 +98 1.047903e+06 +99 1.134154e+06 +100 1.047345e+06 +101 1.203494e+06 +102 1.242393e+06 +103 1.243347e+06 +104 1.332308e+06 +105 1.384176e+06 +106 1.454331e+06 +107 1.424553e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,MLP,1.1831157207489014,"92 -113744.573355 +93 54150.482480 +94 371421.338673 +95 63915.736854 +96 214428.902548 +97 254631.730880 +98 226857.326961 +99 299393.290675 +100 266135.610889 +101 295637.790268 +102 324297.274069 +103 -260246.279917 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,IPTU,MLP,1.1494054794311523,"88 123402.056956 +89 75474.966437 +90 37215.511298 +91 65795.767057 +92 -48100.958051 +93 116784.699627 +94 105956.972411 +95 5602.610609 +96 77857.427446 +97 89480.071781 +98 80130.593688 +99 78039.653120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ISS,XGBoost,1.0289442539215088,"96 34579.382812 +97 35426.046875 +98 19636.349609 +99 19666.089844 +100 19673.505859 +101 36588.285156 +102 35813.722656 +103 38997.695312 +104 41081.773438 +105 44577.648438 +106 41081.773438 +107 41364.246094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,ITBI,MLP,0.9728593826293945,"96 85455.637506 +97 74431.939716 +98 52251.318199 +99 69630.035923 +100 75126.973263 +101 62982.549934 +102 24228.734648 +103 55340.176650 +104 74564.858553 +105 63958.201226 +106 73466.638001 +107 80455.610108 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,MLP,1.0647761821746826,"96 6.333129e+05 +97 7.006837e+05 +98 5.529198e+05 +99 6.854068e+05 +100 6.720516e+05 +101 7.494803e+05 +102 8.119415e+05 +103 8.256421e+05 +104 8.905576e+05 +105 9.916130e+05 +106 1.031116e+06 +107 1.053955e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,XGBoost,1.0232524871826172,"95 33884.417969 +96 24413.279297 +97 22872.031250 +98 27244.671875 +99 29145.587891 +100 19849.843750 +101 43314.230469 +102 22441.492188 +103 49869.332031 +104 44430.937500 +105 44516.261719 +106 17942.064453 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,IPTU,AR,1.8985912799835205,"96 645045.87500 +97 780246.81250 +98 675171.62500 +99 579972.75000 +100 461079.84375 +101 667032.00000 +102 668230.68750 +103 646489.93750 +104 712906.18750 +105 778758.43750 +106 780253.62500 +107 991248.75000 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ISS,MLP,1.9557983875274658,"96 1.399801e+06 +97 1.542049e+06 +98 1.437649e+06 +99 1.791052e+06 +100 2.046692e+06 +101 2.210927e+06 +102 2.606097e+06 +103 2.819802e+06 +104 3.088119e+06 +105 3.584203e+06 +106 3.862288e+06 +107 4.349896e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,ITBI,MLP,1.6253275871276855,"96 651487.060226 +97 676728.549788 +98 486558.980455 +99 676372.418637 +100 438554.169109 +101 744919.464343 +102 750341.722882 +103 477289.038543 +104 712408.914069 +105 679551.914025 +106 674909.141410 +107 346137.439827 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,XGBoost,1.0055456161499023,"96 5097455.5 +97 4553279.0 +98 4828433.0 +99 4991255.0 +100 4487248.0 +101 4756703.0 +102 4771323.5 +103 4767020.0 +104 4754984.5 +105 5015740.5 +106 5242178.5 +107 4830388.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,XGBoost,1.1099047660827637,"96 1283443.750 +97 1719119.500 +98 1872372.500 +99 1876640.125 +100 1872372.500 +101 1921020.250 +102 1921604.000 +103 1921604.000 +104 1921604.000 +105 1921604.000 +106 2007012.500 +107 1921099.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,IPTU,MLP,1.0227410793304443,"81 85477.851617 +82 89951.356326 +83 19527.212843 +84 54794.911941 +85 -5679.002266 +86 49214.408859 +87 78848.027882 +88 56246.675719 +89 62221.899903 +90 62082.644456 +91 64563.892502 +92 89705.743705 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ISS,MLP,0.9989275932312012,"84 2769.018972 +85 60062.162401 +86 62212.408265 +87 43416.139871 +88 57314.863978 +89 54597.790017 +90 64104.522506 +91 67465.387745 +92 53061.369074 +93 70049.248646 +94 69794.454951 +95 60636.736992 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,ITBI,XGBoost,0.9208965301513672,"84 351037.31250 +85 394064.18750 +86 394064.18750 +87 373109.84375 +88 405019.90625 +89 405019.90625 +90 404702.43750 +91 404702.43750 +92 387509.31250 +93 404702.43750 +94 387183.71875 +95 387183.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,MLP,0.9391674995422363,"84 2.041035e+06 +85 1.905789e+06 +86 1.895298e+06 +87 2.051476e+06 +88 1.885427e+06 +89 2.168018e+06 +90 2.232527e+06 +91 2.225282e+06 +92 2.382825e+06 +93 2.467568e+06 +94 2.592580e+06 +95 2.529708e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,MLP,0.9906332492828369,"84 35324.896798 +85 59676.518024 +86 151018.415450 +87 43711.378413 +88 97424.677852 +89 149714.507984 +90 149355.923701 +91 159196.059017 +92 151216.892751 +93 175050.990295 +94 189070.064556 +95 35546.354292 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,IPTU,MLP,1.4275434017181396,"90 23513.723653 +91 17225.682725 +92 6479.641356 +93 -3141.104852 +94 16729.724829 +95 21102.987882 +96 10575.426551 +97 14519.503493 +98 17915.715546 +99 18904.503037 +100 19545.141398 +101 17430.835633 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ISS,XGBoost,3.2125561237335205,"92 5084.832031 +93 4637.917480 +94 5014.511230 +95 4946.308594 +96 4286.807617 +97 4544.762695 +98 5769.655273 +99 3993.951416 +100 4647.283691 +101 1763.853394 +102 4517.141602 +103 5006.530273 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,ITBI,MLP,2.511456251144409,"80 3196.545174 +81 16254.145523 +82 24747.454397 +83 16422.154516 +84 24663.896058 +85 16416.728805 +86 3051.119863 +87 22617.181795 +88 721.298859 +89 26205.698829 +90 27253.060088 +91 -22420.663163 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,MLP,1.3690943717956543,"92 334169.718020 +93 312580.212251 +94 310459.375158 +95 333959.354854 +96 305924.550828 +97 351194.055469 +98 360811.319393 +99 359553.982684 +100 384191.600780 +101 398010.120561 +102 417164.142076 +103 405581.593748 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,XGBoost,1.0900459289550781,"88 23158.919922 +89 21317.425781 +90 20839.574219 +91 19114.433594 +92 17558.759766 +93 16430.712891 +94 23838.095703 +95 20389.121094 +96 20300.976562 +97 20300.976562 +98 21339.732422 +99 19007.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,IPTU,XGBoost,1.5799660682678223,"91 104404.445312 +92 130165.710938 +93 142168.312500 +94 141211.328125 +95 126496.039062 +96 32362.148438 +97 29615.951172 +98 60257.519531 +99 66755.296875 +100 63558.937500 +101 61383.378906 +102 61442.976562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ISS,XGBoost,0.8225240707397461,"96 514538.34375 +97 454177.53125 +98 593576.93750 +99 602547.25000 +100 637628.37500 +101 352456.78125 +102 589740.75000 +103 479937.06250 +104 640394.12500 +105 493414.90625 +106 489407.21875 +107 493720.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,ITBI,MLP,1.0597624778747559,"96 371874.880739 +97 -397329.221729 +98 208607.946755 +99 536836.352026 +100 61311.907351 +101 69770.831761 +102 203810.687737 +103 286017.223523 +104 242529.199000 +105 156620.834821 +106 248792.685079 +107 295009.430031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,XGBoost,1.0543746948242188,"96 1.214602e+06 +97 1.166085e+06 +98 1.155292e+06 +99 1.256985e+06 +100 9.679069e+05 +101 1.148435e+06 +102 1.103701e+06 +103 1.112232e+06 +104 1.120704e+06 +105 1.120219e+06 +106 1.272929e+06 +107 9.835276e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,XGBoost,1.0580589771270752,"96 408517.87500 +97 408517.87500 +98 431771.15625 +99 430593.56250 +100 398877.90625 +101 430593.56250 +102 479739.56250 +103 479739.56250 +104 551216.81250 +105 551216.81250 +106 706680.93750 +107 549300.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,IPTU,MLP,2.5981574058532715,"86 16485.426481 +87 17547.137739 +88 15996.625907 +89 2025.769742 +90 1642.088573 +91 15425.129484 +92 16364.379606 +93 13040.859280 +94 15486.953649 +95 16637.718940 +96 14979.183571 +97 16495.573255 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ISS,XGBoost,1.9046320915222168,"88 18007.722656 +89 18615.640625 +90 18484.552734 +91 19313.962891 +92 19124.265625 +93 16700.041016 +94 19124.265625 +95 16683.681641 +96 16683.681641 +97 19554.474609 +98 16750.119141 +99 16683.681641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,ITBI,MLP,3.0357747077941895,"86 223124.871040 +87 60509.706830 +88 27106.673266 +89 189492.994731 +90 124160.602740 +91 62916.516872 +92 165551.853547 +93 49414.807632 +94 169617.333477 +95 174146.483799 +96 97184.199289 +97 184456.199360 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,MLP,1.0332236289978027,"88 521412.611676 +89 497233.217770 +90 495663.857312 +91 536959.478703 +92 496697.153830 +93 569648.994267 +94 589621.049338 +95 590290.907804 +96 631835.283831 +97 656511.208995 +98 688827.925423 +99 678897.550587 +Name: Valor, dtype: float64" +Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,MLP,1.1252455711364746,"87 7734.574624 +88 21260.286559 +89 25469.839210 +90 3132.923898 +91 15820.900404 +92 33211.247966 +93 27706.121569 +94 33880.152157 +95 36651.552506 +96 38361.313204 +97 41301.521003 +98 7335.084820 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,IPTU,MLP,1.0593256950378418,"96 1.347973e+06 +97 4.499409e+05 +98 3.521194e+06 +99 3.989581e+06 +100 3.531562e+06 +101 4.190740e+06 +102 4.258935e+06 +103 4.733039e+06 +104 4.969864e+06 +105 5.009975e+06 +106 5.246632e+06 +107 5.113758e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ISS,MLP,1.196366310119629,"96 1.874155e+06 +97 2.096429e+06 +98 2.232159e+06 +99 2.284811e+06 +100 2.267387e+06 +101 2.271744e+06 +102 2.324444e+06 +103 1.805722e+06 +104 2.168617e+06 +105 2.158301e+06 +106 2.111248e+06 +107 1.704009e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,ITBI,MLP,1.1121952533721924,"96 1.554257e+06 +97 1.385186e+06 +98 1.429072e+06 +99 1.626755e+06 +100 1.579087e+06 +101 1.801958e+06 +102 1.514725e+06 +103 1.653888e+06 +104 1.794781e+06 +105 1.904932e+06 +106 1.937510e+06 +107 1.522374e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,MLP,1.043375015258789,"96 2.108216e+06 +97 1.965216e+06 +98 1.954004e+06 +99 2.113937e+06 +100 1.939733e+06 +101 2.229186e+06 +102 2.294180e+06 +103 2.280891e+06 +104 2.440884e+06 +105 2.528235e+06 +106 2.646562e+06 +107 2.574635e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,MLP,1.810814380645752,"96 3.050178e+05 +97 5.766670e+05 +98 1.131812e+06 +99 3.409219e+05 +100 6.432843e+05 +101 1.144818e+06 +102 1.091771e+06 +103 1.159061e+06 +104 1.271044e+06 +105 1.325897e+06 +106 1.417829e+06 +107 2.769347e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,IPTU,XGBoost,1.9411797523498535,"80 36923.125000 +81 29664.912109 +82 31728.564453 +83 23129.132812 +84 42784.363281 +85 31559.566406 +86 31400.572266 +87 23689.710938 +88 33746.925781 +89 26865.496094 +90 38359.730469 +91 30188.701172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ISS,MLP,1.9501073360443115,"96 49801.750177 +97 65252.116790 +98 48373.048956 +99 49501.664486 +100 64688.963521 +101 57215.733123 +102 61138.798714 +103 47970.007243 +104 41234.429699 +105 63567.295735 +106 13678.233467 +107 21038.215904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,ITBI,MLP,2.8905155658721924,"94 40603.116491 +95 29100.057148 +96 21119.909738 +97 32318.005922 +98 38369.231850 +99 38848.003546 +100 44744.784487 +101 27404.754184 +102 42312.990094 +103 40769.886551 +104 42239.525176 +105 37562.433478 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,MLP,0.9994778633117676,"96 640301.065211 +97 606719.058753 +98 612705.367749 +99 660816.659711 +100 607453.118932 +101 697779.504938 +102 718755.010828 +103 839100.776649 +104 796593.796177 +105 825168.434634 +106 880862.539882 +107 850589.788254 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,MLP,1.1129071712493896,"96 53390.184938 +97 41466.241780 +98 80565.263460 +99 48301.239360 +100 83316.334862 +101 91441.314244 +102 78851.155674 +103 -25420.250496 +104 113795.714106 +105 132993.883836 +106 82077.169697 +107 8068.461491 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,IPTU,MLP,1.1955852508544922,"96 96535.404654 +97 68579.649646 +98 36832.358611 +99 -8734.589843 +100 -19941.296849 +101 108955.819413 +102 67756.710181 +103 24617.837739 +104 65911.923124 +105 68883.040006 +106 71141.532321 +107 62426.599185 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ISS,XGBoost,1.489243507385254,"96 47433.417969 +97 31097.236328 +98 45701.589844 +99 34810.253906 +100 33254.820312 +101 42678.265625 +102 33221.324219 +103 33410.777344 +104 33604.644531 +105 41329.503906 +106 33193.078125 +107 42530.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,ITBI,MLP,1.2142183780670166,"95 146805.687766 +96 49963.165781 +97 113.189055 +98 122590.939762 +99 102560.432917 +100 -229207.053436 +101 231084.214939 +102 195800.991764 +103 -127298.241897 +104 126731.249827 +105 166740.539785 +106 2389.558926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,MLP,1.2190711498260498,"96 659167.485072 +97 617761.634259 +98 614681.163140 +99 663521.258091 +100 598150.919387 +101 697446.026855 +102 718328.381004 +103 714772.503974 +104 766819.464820 +105 794802.104919 +106 834508.906230 +107 814108.494488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,MLP,1.4262523651123047,"96 -70120.471195 +97 15014.287028 +98 186393.570253 +99 19576.739784 +100 74312.426970 +101 115279.720475 +102 89616.465328 +103 105854.864769 +104 94483.535270 +105 111885.047689 +106 122602.708848 +107 -95685.608284 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,IPTU,XGBoost,3.058434247970581,"93 43097.996094 +94 55121.382812 +95 67791.031250 +96 55275.886719 +97 54880.121094 +98 42423.281250 +99 36355.511719 +100 36402.406250 +101 55526.140625 +102 67903.546875 +103 55547.246094 +104 55472.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ISS,XGBoost,3.157160758972168,"96 23604.357422 +97 25003.224609 +98 23604.357422 +99 25628.771484 +100 25641.935547 +101 26243.208984 +102 26443.451172 +103 26430.287109 +104 26430.287109 +105 26430.287109 +106 26430.287109 +107 26430.287109 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,1.6834015846252441,"95 13979.817383 +96 16099.127930 +97 10304.998047 +98 14425.687500 +99 20136.847656 +100 10312.535156 +101 8640.618164 +102 14895.261719 +103 17637.919922 +104 14224.287109 +105 6196.457031 +106 16047.936523 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,MLP,1.0432460308074951,"96 502220.555465 +97 465923.128520 +98 463154.028331 +99 501548.690429 +100 459178.754021 +101 528366.050294 +102 543674.707982 +103 538946.925711 +104 577470.845039 +105 598434.854850 +106 625903.683597 +107 609195.408565 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,MLP,1.1993887424468994,"96 -81319.974307 +97 21371.805925 +98 191221.206851 +99 -27095.854816 +100 34133.248133 +101 139380.057248 +102 68330.041084 +103 74217.057065 +104 84407.212389 +105 92417.991026 +106 111141.225733 +107 -122880.891295 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,IPTU,MLP,1.2934250831604004,"91 67385.926484 +92 61917.611669 +93 49312.327200 +94 6500.452071 +95 -11099.347848 +96 56478.411865 +97 49528.116596 +98 41140.000006 +99 53350.105336 +100 56183.162556 +101 60916.026881 +102 60371.099993 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ISS,XGBoost,0.9826419353485107,"96 38683.515625 +97 44374.343750 +98 51886.339844 +99 51722.195312 +100 51750.152344 +101 51040.765625 +102 51750.152344 +103 50793.683594 +104 51217.097656 +105 50206.304688 +106 50507.707031 +107 50198.007812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,ITBI,XGBoost,2.132661819458008,"96 30146.191406 +97 29536.039062 +98 30115.097656 +99 30088.298828 +100 30131.039062 +101 31922.460938 +102 32055.562500 +103 27964.041016 +104 31724.859375 +105 27253.441406 +106 31563.751953 +107 27382.347656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,MLP,1.852813482284546,"96 623894.136666 +97 583021.836571 +98 580003.598153 +99 627120.833347 +100 576254.228892 +101 662750.099111 +102 682507.635817 +103 680708.901401 +104 729422.524993 +105 757274.238177 +106 795568.633432 +107 776222.783096 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,MLP,1.8480019569396973,"89 14552.800004 +90 44890.739887 +91 70934.621342 +92 31209.022987 +93 53906.401707 +94 82756.234699 +95 72983.210834 +96 87439.037556 +97 99292.228026 +98 98199.786572 +99 106775.460352 +100 43843.288993 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,IPTU,MLP,2.3860416412353516,"96 142585.968620 +97 69109.697296 +98 20876.476627 +99 114705.934512 +100 87336.424394 +101 -119800.934180 +102 172816.155287 +103 154166.980027 +104 -45918.134792 +105 102851.729355 +106 140013.989898 +107 50008.749338 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ISS,MLP,1.61318039894104,"96 42168.413741 +97 45479.489805 +98 46262.673462 +99 39423.383293 +100 45567.091503 +101 46493.700011 +102 51922.939215 +103 54010.763310 +104 51088.493524 +105 58270.331580 +106 62372.660821 +107 45192.560934 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,ITBI,XGBoost,0.9206533432006836,"95 41595.988281 +96 22608.738281 +97 18139.455078 +98 42287.457031 +99 23121.343750 +100 41214.789062 +101 51133.316406 +102 21184.451172 +103 45916.234375 +104 22229.404297 +105 44755.273438 +106 51194.722656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,XGBoost,1.1506364345550537,"96 588106.06250 +97 558862.50000 +98 565974.18750 +99 574161.31250 +100 574008.43750 +101 574008.43750 +102 581300.81250 +103 564103.93750 +104 564103.93750 +105 564103.93750 +106 641063.81250 +107 520031.78125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,MLP,1.054098129272461,"95 -105179.434928 +96 -56352.143106 +97 249649.603461 +98 90973.610149 +99 22005.119608 +100 105403.470386 +101 132002.197376 +102 160124.854724 +103 126532.537669 +104 130433.012851 +105 170328.451109 +106 -165087.047862 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,IPTU,XGBoost,0.9955735206604004,"96 191435.031250 +97 93818.132812 +98 95948.250000 +99 67211.601562 +100 75922.156250 +101 75491.875000 +102 78443.898438 +103 92931.351562 +104 92931.351562 +105 106408.742188 +106 106586.328125 +107 108777.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ISS,MLP,1.7715020179748535,"96 129353.565410 +97 146310.453560 +98 132443.546106 +99 141225.914847 +100 153931.130087 +101 129441.309032 +102 138332.459720 +103 142416.308775 +104 133546.941114 +105 144102.329609 +106 154724.108914 +107 126065.649383 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,ITBI,MLP,0.9211475849151611,"96 53728.464839 +97 61843.438767 +98 70972.206803 +99 55880.788577 +100 73532.157807 +101 70344.900646 +102 73321.927404 +103 69013.589483 +104 81926.259329 +105 82754.472955 +106 76755.490351 +107 79284.314297 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0532469749450684,"96 1.010975e+06 +97 9.435680e+05 +98 9.455113e+05 +99 1.018523e+06 +100 9.139368e+05 +101 9.461469e+05 +102 1.008688e+06 +103 9.593953e+05 +104 9.500363e+05 +105 9.886618e+05 +106 9.829726e+05 +107 9.084014e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,MLP,2.348332166671753,"96 -201707.305650 +97 11784.068335 +98 527493.710148 +99 -32360.142419 +100 105755.290098 +101 367527.909572 +102 162147.164276 +103 193158.334824 +104 262303.858111 +105 234705.382593 +106 252930.945362 +107 -246925.864465 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,IPTU,MLP,1.8936119079589844,"95 102158.972367 +96 40794.852845 +97 34041.784554 +98 -77544.278912 +99 161113.296252 +100 95657.535094 +101 -92409.707289 +102 127622.784825 +103 115491.714274 +104 -18516.980438 +105 78548.934977 +106 94764.549464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ISS,XGBoost,1.677389144897461,"96 67297.703125 +97 74560.960938 +98 71131.562500 +99 19397.183594 +100 86591.445312 +101 80044.484375 +102 20808.685547 +103 79013.601562 +104 78903.656250 +105 41380.847656 +106 67364.289062 +107 20662.742188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,ITBI,MLP,1.351099967956543,"91 233247.230426 +92 233847.211565 +93 298551.327609 +94 264108.350222 +95 400618.830080 +96 193222.831333 +97 279986.633447 +98 468287.962987 +99 386253.111362 +100 382174.058563 +101 376436.203641 +102 173570.310164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,MLP,0.869887113571167,"96 1.611303e+06 +97 1.504687e+06 +98 1.497090e+06 +99 1.615778e+06 +100 1.481828e+06 +101 1.703373e+06 +102 1.754202e+06 +103 1.747210e+06 +104 1.872860e+06 +105 1.944973e+06 +106 2.041859e+06 +107 1.993543e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,MLP,1.026902198791504,"96 58105.351542 +97 96613.834703 +98 121409.964763 +99 -4871.469999 +100 87543.211996 +101 160538.154324 +102 159996.197711 +103 168082.548257 +104 169788.682345 +105 191753.971621 +106 205656.624816 +107 34204.664419 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,XGBoost,1.2392246723175049,"75 11380.002930 +76 10536.273438 +77 18058.771484 +78 13616.247070 +79 13550.829102 +80 13525.830078 +81 5564.387207 +82 9138.247070 +83 9818.621094 +84 13199.399414 +85 15969.511719 +86 18201.017578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,XGBoost,1.0448338985443115,"96 15937.389648 +97 19859.785156 +98 16801.998047 +99 19164.132812 +100 19608.406250 +101 15130.570312 +102 19853.576172 +103 19557.103516 +104 15170.061523 +105 15811.195312 +106 12202.117188 +107 15808.280273 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,XGBoost,0.9403996467590332,"84 5041.801758 +85 7253.743164 +86 8272.777344 +87 6878.501953 +88 8160.522461 +89 8792.620117 +90 7165.316406 +91 5657.835449 +92 -8151.203125 +93 -9799.092773 +94 3604.850098 +95 3527.980713 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,XGBoost,1.0838336944580078,"96 505972.34375 +97 451252.12500 +98 438401.31250 +99 445363.09375 +100 405693.37500 +101 449436.40625 +102 435639.25000 +103 427104.50000 +104 444842.71875 +105 478703.56250 +106 492731.50000 +107 443860.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,XGBoost,2.2468042373657227,"96 48629.023438 +97 62768.152344 +98 62788.140625 +99 62768.152344 +100 62768.152344 +101 70095.046875 +102 88169.820312 +103 98562.453125 +104 98562.453125 +105 98562.453125 +106 98562.453125 +107 96080.320312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,MLP,3.4947922229766846,"87 44701.559211 +88 37207.219220 +89 18157.054934 +90 37427.984253 +91 43352.041326 +92 39079.033367 +93 -29096.115060 +94 37483.395458 +95 58430.747596 +96 20323.574290 +97 24701.289963 +98 34932.224945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ISS,XGBoost,1.4892914295196533,"96 15115.016602 +97 15701.603516 +98 21123.841797 +99 20116.447266 +100 21989.742188 +101 23152.376953 +102 27434.050781 +103 27801.183594 +104 25241.103516 +105 22263.292969 +106 22278.033203 +107 10432.349609 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,MLP,0.965679407119751,"94 73608.139330 +95 78640.790882 +96 88993.429943 +97 183431.630117 +98 162994.094726 +99 147550.955591 +100 177606.267486 +101 101360.004895 +102 215789.992921 +103 197076.522274 +104 189041.764941 +105 225958.608741 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,MLP,1.0553383827209473,"96 1.035856e+06 +97 8.950336e+05 +98 9.610877e+05 +99 1.087000e+06 +100 9.895847e+05 +101 1.154324e+06 +102 1.218706e+06 +103 1.237100e+06 +104 1.618667e+06 +105 1.233124e+06 +106 1.530887e+06 +107 1.596972e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,XGBoost,1.0971159934997559,"96 29653.750000 +97 46249.550781 +98 35507.074219 +99 34064.839844 +100 -1838.144775 +101 16547.677734 +102 22067.521484 +103 30468.533203 +104 -459753.843750 +105 552.024902 +106 10073.666016 +107 -48174.492188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,IPTU,MLP,1.2296230792999268,"96 102670.698543 +97 89179.260069 +98 -75157.347455 +99 30002.481122 +100 112096.426400 +101 62419.916484 +102 58439.485799 +103 67236.323778 +104 88562.850360 +105 100964.991511 +106 80849.292474 +107 78072.552112 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ISS,XGBoost,1.145355224609375,"96 29992.595703 +97 32523.802734 +98 32811.281250 +99 29652.718750 +100 32857.535156 +101 31633.632812 +102 34693.062500 +103 31914.468750 +104 31617.681641 +105 27886.914062 +106 31633.632812 +107 31291.800781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,ITBI,MLP,0.8866550922393799,"94 35584.953208 +95 28438.492782 +96 24366.779004 +97 22951.620792 +98 34222.104050 +99 34665.592303 +100 24288.122232 +101 -9734.187744 +102 24176.418765 +103 42617.337251 +104 19926.373031 +105 18079.281516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,XGBoost,1.0035557746887207,"96 549892.06250 +97 488295.00000 +98 532931.56250 +99 493119.78125 +100 458322.81250 +101 518360.06250 +102 516109.78125 +103 484175.71875 +104 525210.56250 +105 533829.81250 +106 530184.87500 +107 520140.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,XGBoost,1.1616196632385254,"96 66723.320312 +97 56519.121094 +98 52570.242188 +99 50920.996094 +100 49941.933594 +101 45351.910156 +102 48496.496094 +103 48365.937500 +104 51157.234375 +105 51950.527344 +106 51950.527344 +107 50507.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,IPTU,XGBoost,3.1001999378204346,"83 660288.8750 +84 737315.6875 +85 654095.1250 +86 558016.1250 +87 588574.4375 +88 591518.1875 +89 600795.2500 +90 649535.4375 +91 653807.5000 +92 655375.8125 +93 653807.5000 +94 653807.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ISS,MLP,1.177582025527954,"84 680278.348186 +85 709494.347626 +86 684768.632146 +87 702414.643815 +88 722608.870246 +89 737477.088537 +90 807031.825926 +91 730808.221211 +92 768249.216655 +93 772113.361043 +94 746649.291341 +95 748935.318594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,ITBI,MLP,0.9802870750427246,"84 379899.363456 +85 397236.252344 +86 460634.912404 +87 414035.396100 +88 406665.778169 +89 456087.089741 +90 471118.765864 +91 460663.676605 +92 487909.965929 +93 548976.825416 +94 579239.123463 +95 511181.622073 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,MLP,0.9184529781341553,"84 2.067554e+06 +85 1.927341e+06 +86 1.916291e+06 +87 2.073295e+06 +88 1.902781e+06 +89 2.187425e+06 +90 2.251669e+06 +91 2.239692e+06 +92 2.398358e+06 +93 2.486120e+06 +94 2.605441e+06 +95 2.536801e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,MLP,1.9460415840148926,"84 -2.073777e+05 +85 1.368443e+05 +86 1.105016e+06 +87 9.037147e+04 +88 4.816790e+05 +89 8.223503e+05 +90 5.649648e+05 +91 6.949672e+05 +92 7.217954e+05 +93 7.202767e+05 +94 8.138926e+05 +95 -3.779692e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,IPTU,XGBoost,1.3673679828643799,"90 16657.560547 +91 16496.742188 +92 21351.113281 +93 21209.808594 +94 71172.484375 +95 63318.160156 +96 65756.125000 +97 65756.125000 +98 65756.125000 +99 65756.125000 +100 99910.968750 +101 106682.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ISS,MLP,1.5673484802246094,"96 24616.795967 +97 25736.976616 +98 27339.308101 +99 24344.005554 +100 28333.760424 +101 22313.063383 +102 25789.703508 +103 26536.758840 +104 22620.660286 +105 26054.779122 +106 17237.803398 +107 17364.265251 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,ITBI,MLP,2.000633478164673,"96 19641.444863 +97 22567.938177 +98 15102.030397 +99 23637.719958 +100 19512.159162 +101 27388.888689 +102 353.318138 +103 25028.971066 +104 31100.763324 +105 22814.037605 +106 16787.996441 +107 25896.200010 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,MLP,1.7059540748596191,"96 8.799059e+05 +97 8.119228e+05 +98 8.389428e+05 +99 1.010673e+06 +100 1.003705e+06 +101 1.191782e+06 +102 1.347369e+06 +103 1.402478e+06 +104 1.594614e+06 +105 1.797040e+06 +106 1.994876e+06 +107 2.169814e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,MLP,1.762373447418213,"96 -48154.389400 +97 38913.679577 +98 93069.972015 +99 11966.668770 +100 43643.322682 +101 77213.779870 +102 65276.677747 +103 69373.996390 +104 70536.993484 +105 74338.653783 +106 53922.864307 +107 -32746.989842 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,IPTU,XGBoost,1.9400649070739746,"93 259399.921875 +94 341156.968750 +95 341628.562500 +96 341322.593750 +97 341628.562500 +98 341322.593750 +99 341322.593750 +100 249056.703125 +101 340769.156250 +102 340769.156250 +103 340769.156250 +104 341075.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ISS,MLP,1.162210464477539,"96 398245.633002 +97 400746.880231 +98 410876.404048 +99 396482.166336 +100 377328.629889 +101 341411.449387 +102 355460.658103 +103 340532.628051 +104 342113.140262 +105 253733.778354 +106 328005.854586 +107 326895.928002 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,ITBI,MLP,1.414200782775879,"96 108040.299072 +97 129236.750985 +98 124978.532733 +99 112383.849310 +100 122618.977028 +101 136237.929017 +102 148509.545635 +103 133663.320826 +104 143394.729874 +105 140543.086445 +106 157630.606079 +107 141123.981996 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,XGBoost,1.2124297618865967,"96 1836178.500 +97 1663649.125 +98 1656134.250 +99 1850647.750 +100 1695392.375 +101 1626227.750 +102 1779108.375 +103 1797707.875 +104 1663649.125 +105 1751221.625 +106 1795826.125 +107 1641799.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,MLP,1.0545294284820557,"96 -80822.092537 +97 23749.068034 +98 740572.966399 +99 152924.468591 +100 322700.942974 +101 574523.163173 +102 468441.210658 +103 553999.229926 +104 532942.826395 +105 571565.292286 +106 642348.902682 +107 -338909.538631 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,IPTU,MLP,1.175898551940918,"96 41561.309837 +97 6699.962354 +98 -8103.699982 +99 38574.789935 +100 30803.412775 +101 21565.694374 +102 30630.841307 +103 33745.086498 +104 30552.012681 +105 35515.653216 +106 37276.009959 +107 35582.317521 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ISS,MLP,1.9743046760559082,"96 27945.793223 +97 35053.524197 +98 32805.731931 +99 33974.499354 +100 37628.447427 +101 37357.750436 +102 36001.729157 +103 30316.625052 +104 43998.835133 +105 42204.878407 +106 44301.516604 +107 34763.306455 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,ITBI,MLP,1.6244704723358154,"94 37865.038898 +95 36034.274973 +96 41177.569057 +97 43213.770322 +98 49578.804242 +99 17029.912417 +100 54366.436676 +101 20531.949703 +102 49855.293127 +103 57360.513578 +104 30751.303819 +105 56553.457431 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,MLP,1.570500135421753,"96 518046.356828 +97 483274.516171 +98 481039.290296 +99 521256.853580 +100 478951.047707 +101 550707.390854 +102 567557.249126 +103 565274.412189 +104 605939.755719 +105 628948.515300 +106 659870.761559 +107 643728.334424 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,MLP,2.3420422077178955,"95 13989.487285 +96 20846.062878 +97 39096.999714 +98 10292.046296 +99 29573.621540 +100 46067.057617 +101 46106.613224 +102 50968.780367 +103 52134.877060 +104 55997.750083 +105 62190.873311 +106 21872.755164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,IPTU,MLP,1.9911632537841797,"95 418428.356853 +96 -200293.390604 +97 549570.281146 +98 650205.241430 +99 296077.203173 +100 558026.960491 +101 567685.969083 +102 606681.154241 +103 666180.629215 +104 612803.141510 +105 688390.339884 +106 698452.612467 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ISS,XGBoost,1.3796086311340332,"96 316406.37500 +97 312877.96875 +98 304100.96875 +99 311788.06250 +100 304401.03125 +101 301209.06250 +102 310421.78125 +103 306805.46875 +104 308195.50000 +105 300213.50000 +106 308195.50000 +107 270103.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,ITBI,MLP,1.1151738166809082,"96 705073.579633 +97 785303.213068 +98 383002.190482 +99 250175.109019 +100 924021.247693 +101 664345.531436 +102 473063.622467 +103 737107.332341 +104 761812.424829 +105 773058.054834 +106 741697.489642 +107 786871.157537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,MLP,1.05194091796875,"96 3.278856e+06 +97 2.920393e+06 +98 3.178561e+06 +99 3.221228e+06 +100 3.114029e+06 +101 3.613730e+06 +102 3.658423e+06 +103 3.700794e+06 +104 3.971048e+06 +105 4.134525e+06 +106 5.079362e+06 +107 3.879995e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,XGBoost,1.0121054649353027,"96 586097.1875 +97 614174.1875 +98 643254.9375 +99 636311.4375 +100 643254.9375 +101 667357.1250 +102 825861.1875 +103 841252.3125 +104 841252.3125 +105 841252.3125 +106 841252.3125 +107 749747.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,IPTU,AR,1.1303119659423828,"96 338555.81250 +97 338381.75000 +98 338555.81250 +99 338705.15625 +100 338555.81250 +101 439015.96875 +102 442889.68750 +103 499047.21875 +104 499047.21875 +105 502477.12500 +106 541005.31250 +107 537050.56250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ISS,MLP,1.1660115718841553,"96 449790.733756 +97 506694.078322 +98 551512.557482 +99 468885.542310 +100 457002.239168 +101 533508.298092 +102 460798.726423 +103 522882.246535 +104 572933.683785 +105 575171.498231 +106 560203.530313 +107 348476.034429 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,ITBI,MLP,1.1897468566894531,"94 85513.948488 +95 59340.830027 +96 85591.003386 +97 100893.428790 +98 45460.416969 +99 91584.426700 +100 -8539.130995 +101 98636.974493 +102 102578.954283 +103 54164.413331 +104 77698.591841 +105 96810.898911 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,MLP,1.3802757263183594,"96 1.824236e+06 +97 1.708226e+06 +98 1.704429e+06 +99 1.857205e+06 +100 1.498953e+06 +101 2.002046e+06 +102 1.949450e+06 +103 1.983152e+06 +104 2.159708e+06 +105 2.206190e+06 +106 2.342347e+06 +107 2.315936e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,MLP,2.0990898609161377,"94 142459.192719 +95 88723.319398 +96 305395.713570 +97 253921.896769 +98 145961.461825 +99 1549.058207 +100 309853.920339 +101 355204.430992 +102 330376.365809 +103 369317.353658 +104 368903.808992 +105 159603.826152 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,IPTU,XGBoost,1.582181453704834,"67 27465.898438 +68 26093.273438 +69 26127.082031 +70 26102.388672 +71 26117.437500 +72 26039.925781 +73 16719.265625 +74 16331.589844 +75 26023.632812 +76 25893.761719 +77 26107.769531 +78 25928.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ISS,MLP,2.029677629470825,"96 43230.589913 +97 50254.491660 +98 38773.602485 +99 50079.643519 +100 50201.445749 +101 54941.368865 +102 60040.655389 +103 62943.578711 +104 17151.337346 +105 62513.315166 +106 57258.254305 +107 54555.092135 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,ITBI,MLP,1.0116145610809326,"93 92629.136401 +94 -62559.311764 +95 71177.567214 +96 110122.529944 +97 39406.958164 +98 61063.574150 +99 56659.264459 +100 81218.964918 +101 85288.279235 +102 69502.301464 +103 87365.261443 +104 81094.274120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,MLP,1.0732738971710205,"96 624081.649617 +97 581601.298494 +98 578425.571922 +99 625991.990162 +100 574170.725215 +101 660209.344502 +102 679982.485482 +103 676794.828305 +104 725636.447222 +105 753397.863364 +106 790803.115141 +107 771093.567754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,MLP,1.420238733291626,"95 -13119.693217 +96 10499.954070 +97 103788.268364 +98 36833.631080 +99 61842.186048 +100 85366.914769 +101 81651.947824 +102 91896.943979 +103 94027.604951 +104 98476.495792 +105 104491.591455 +106 -35640.412669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,IPTU,AR,0.8955442905426025,"96 1484350.125 +97 1496044.375 +98 1478807.125 +99 2139908.750 +100 2148933.000 +101 2112420.000 +102 1441159.750 +103 1438019.500 +104 1385216.250 +105 1467394.875 +106 1489524.500 +107 1573634.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ISS,MLP,0.9124484062194824,"96 1.141463e+07 +97 1.222310e+07 +98 1.229595e+07 +99 1.191089e+07 +100 1.287664e+07 +101 1.339860e+07 +102 1.308969e+07 +103 1.319861e+07 +104 1.310527e+07 +105 1.356077e+07 +106 1.393849e+07 +107 1.397026e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,ITBI,MLP,1.009890079498291,"96 1.344359e+06 +97 1.167342e+06 +98 1.025005e+06 +99 1.336936e+06 +100 1.296112e+06 +101 1.456804e+06 +102 1.020191e+06 +103 1.290866e+06 +104 1.421517e+06 +105 1.396204e+06 +106 1.772645e+06 +107 1.413274e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,XGBoost,1.0543017387390137,"96 17462414.0 +97 15535748.0 +98 14252112.0 +99 17234474.0 +100 13190793.0 +101 15834097.0 +102 17768468.0 +103 16604557.0 +104 16015285.0 +105 17095898.0 +106 17707442.0 +107 14185383.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,XGBoost,2.2504429817199707,"96 5288291.0 +97 5175863.5 +98 5190806.0 +99 5740092.5 +100 5740092.5 +101 5740092.5 +102 5651709.5 +103 6241709.5 +104 6241709.5 +105 6241709.5 +106 6241709.5 +107 5562726.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,IPTU,SARIMAX,2.3894236087799072,"96 18605.271484 +97 23109.595703 +98 21275.546875 +99 19474.490234 +100 18068.765625 +101 18284.914062 +102 16819.650391 +103 12772.635742 +104 15632.411133 +105 14943.178711 +106 13608.080078 +107 14963.782227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ISS,XGBoost,1.0380518436431885,"96 32805.710938 +97 35649.042969 +98 37355.421875 +99 36812.585938 +100 36097.187500 +101 35499.906250 +102 37153.382812 +103 37135.332031 +104 37626.199219 +105 39898.609375 +106 39183.464844 +107 29516.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,ITBI,MLP,1.7654047012329102,"96 58112.298145 +97 41466.600807 +98 52248.956347 +99 58172.473671 +100 66153.303478 +101 57936.493288 +102 36898.074875 +103 33859.550277 +104 78179.503983 +105 69811.338404 +106 59657.600569 +107 80712.183423 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,MLP,1.5116329193115234,"96 8.195480e+05 +97 7.644276e+05 +98 7.606384e+05 +99 8.226629e+05 +100 7.548627e+05 +101 8.679244e+05 +102 8.942833e+05 +103 8.903756e+05 +104 9.548036e+05 +105 9.917695e+05 +106 1.041149e+06 +107 1.016520e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,MLP,2.2907166481018066,"96 -138025.057688 +97 21677.161698 +98 306801.200377 +99 -39454.352068 +100 62746.401214 +101 204860.457017 +102 80517.509935 +103 108832.587648 +104 135042.825794 +105 128482.549318 +106 142473.286849 +107 -158671.548189 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,XGBoost,1.7440822124481201,"96 854123.2500 +97 643089.6875 +98 629646.2500 +99 763831.0625 +100 793244.8125 +101 837779.0625 +102 957888.6875 +103 836328.3125 +104 836978.1875 +105 838013.7500 +106 843477.1250 +107 649340.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,XGBoost,1.2642192840576172,"96 948633.7500 +97 959713.5000 +98 769016.0000 +99 850400.9375 +100 865447.6875 +101 852020.9375 +102 882832.8750 +103 842209.7500 +104 916693.5625 +105 854576.8750 +106 835772.0000 +107 830546.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,MLP,0.9032900333404541,"96 1.037732e+06 +97 6.251769e+05 +98 8.238646e+04 +99 7.337235e+05 +100 1.115244e+06 +101 9.034777e+05 +102 8.781097e+05 +103 8.513866e+05 +104 1.067618e+06 +105 1.101647e+06 +106 1.207230e+06 +107 -3.616533e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,MLP,1.004793405532837,"96 6.230017e+06 +97 5.893321e+06 +98 5.849654e+06 +99 6.344022e+06 +100 5.838214e+06 +101 6.709617e+06 +102 6.930369e+06 +103 6.911131e+06 +104 7.407845e+06 +105 7.697647e+06 +106 8.085783e+06 +107 7.944487e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,SARIMAX,1.1177523136138916,"96 2531790.50 +97 2855839.25 +98 3019541.00 +99 3008120.25 +100 3056083.75 +101 2885146.50 +102 2885146.50 +103 2977155.25 +104 2977155.25 +105 2977155.25 +106 2977155.25 +107 2862170.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,IPTU,MLP,2.7862279415130615,"96 3.045226e+06 +97 2.672863e+06 +98 1.115599e+06 +99 5.822061e+04 +100 1.589188e+06 +101 2.563934e+06 +102 2.358815e+06 +103 2.198724e+06 +104 2.438946e+06 +105 2.759802e+06 +106 2.805419e+06 +107 2.829429e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ISS,MLP,1.7226786613464355,"96 1.110244e+06 +97 1.278405e+06 +98 1.272031e+06 +99 1.306304e+06 +100 1.320893e+06 +101 1.213033e+06 +102 1.287608e+06 +103 1.367932e+06 +104 1.396792e+06 +105 1.345578e+06 +106 1.358541e+06 +107 1.463704e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,ITBI,MLP,1.3922648429870605,"96 632404.143467 +97 641537.026495 +98 563726.190376 +99 371452.817367 +100 694770.738122 +101 683578.236184 +102 -24090.740306 +103 620295.928997 +104 712096.450112 +105 575484.252875 +106 687587.871008 +107 498794.048439 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,XGBoost,1.015885829925537,"96 4988149.0 +97 4532694.5 +98 4428150.0 +99 4690264.0 +100 4425896.5 +101 4516014.0 +102 4670690.0 +103 4503320.5 +104 4553677.0 +105 4516014.0 +106 4871474.5 +107 4456425.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,XGBoost,1.3920845985412598,"96 1795085.125 +97 1869209.125 +98 1955566.125 +99 2150641.500 +100 2150641.500 +101 1912550.625 +102 1912550.625 +103 1912550.625 +104 1912550.625 +105 1912550.625 +106 1912550.625 +107 1881517.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,MLP,1.2322640419006348,"96 -9.493277e+05 +97 2.058661e+06 +98 3.018619e+06 +99 1.437158e+06 +100 2.005857e+06 +101 2.048511e+06 +102 2.318881e+06 +103 2.505770e+06 +104 2.229603e+06 +105 2.490137e+06 +106 2.667603e+06 +107 1.696662e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ISS,MLP,1.1961865425109863,"96 1.317801e+06 +97 1.391856e+06 +98 1.388180e+06 +99 1.371727e+06 +100 1.348287e+06 +101 1.395373e+06 +102 1.401465e+06 +103 1.423401e+06 +104 1.432296e+06 +105 1.363923e+06 +106 1.404458e+06 +107 1.411374e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,MLP,0.9576656818389893,"96 838204.023720 +97 574451.342234 +98 768365.365391 +99 825463.332884 +100 784123.184690 +101 642484.399859 +102 677319.922023 +103 714358.229984 +104 786658.430896 +105 680525.992546 +106 621154.742468 +107 606049.142269 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,MLP,1.1314480304718018,"96 6.220263e+06 +97 5.808251e+06 +98 5.790332e+06 +99 6.297621e+06 +100 5.808569e+06 +101 6.682500e+06 +102 6.906157e+06 +103 6.889644e+06 +104 7.398549e+06 +105 7.699417e+06 +106 8.092182e+06 +107 7.930410e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,XGBoost,1.487720251083374,"96 2686213.00 +97 2686213.00 +98 2377247.00 +99 2666167.75 +100 2666167.75 +101 2667255.50 +102 3080436.50 +103 3080436.50 +104 3080436.50 +105 3080436.50 +106 3195815.75 +107 3079348.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,IPTU,SARIMAX,1.9687435626983643,"92 536422.4375 +93 647003.8125 +94 646338.3750 +95 582360.7500 +96 589877.6250 +97 583262.4375 +98 642296.0000 +99 583205.6250 +100 581695.2500 +101 583205.6250 +102 646131.3125 +103 583205.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ISS,MLP,1.0281627178192139,"96 743085.710166 +97 816032.582970 +98 713941.897527 +99 775205.897179 +100 825054.139107 +101 811041.405475 +102 859508.950010 +103 842752.479543 +104 856751.014653 +105 800712.626057 +106 868509.393226 +107 824609.272957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,ITBI,MLP,1.099318504333496,"96 352550.300256 +97 356791.361174 +98 275237.086299 +99 367220.275442 +100 322191.439524 +101 390723.108588 +102 255453.113868 +103 280598.941880 +104 455291.799019 +105 441196.207516 +106 451625.958542 +107 440144.959688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,MLP,1.0145373344421387,"96 1.845772e+06 +97 1.724972e+06 +98 1.718804e+06 +99 1.872383e+06 +100 1.729776e+06 +101 1.989101e+06 +102 2.055663e+06 +103 2.050774e+06 +104 2.199636e+06 +105 2.285980e+06 +106 2.399640e+06 +107 2.350365e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,MLP,1.9346070289611816,"96 -3.646306e+05 +97 4.328453e+04 +98 1.495621e+06 +99 5.042747e+04 +100 4.862315e+05 +101 1.041675e+06 +102 6.439088e+05 +103 8.300137e+05 +104 8.295095e+05 +105 8.387501e+05 +106 9.824284e+05 +107 -7.461381e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,IPTU,XGBoost,1.8273539543151855,"83 2159.175049 +84 2563.637451 +85 2543.387939 +86 1985.633667 +87 2070.729248 +88 1968.236938 +89 569.604675 +90 563.576965 +91 677.138306 +92 2342.603760 +93 699.763428 +94 1698.471436 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ISS,MLP,2.689912796020508,"96 5887.647064 +97 17625.725819 +98 15927.619358 +99 16012.185039 +100 18895.350335 +101 18604.744690 +102 20323.279153 +103 22327.486321 +104 21420.513754 +105 24153.579588 +106 25567.770516 +107 21066.433865 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,ITBI,XGBoost,1.9107372760772705,"93 16267.716797 +94 15647.500000 +95 9462.974609 +96 16923.041016 +97 16044.933594 +98 12276.847656 +99 6535.374512 +100 7209.636230 +101 21250.128906 +102 9713.719727 +103 19912.431641 +104 15578.062500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,MLP,0.9302113056182861,"96 405656.278409 +97 376976.234316 +98 373431.286666 +99 402872.758408 +100 367630.468347 +101 422019.043791 +102 432441.640217 +103 429136.947748 +104 458347.808429 +105 473014.848908 +106 494823.609553 +107 477292.801499 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,XGBoost,0.9333798885345459,"94 25526.460938 +95 33987.753906 +96 38786.898438 +97 28180.091797 +98 38786.898438 +99 35348.535156 +100 35361.523438 +101 40684.324219 +102 45006.101562 +103 57167.390625 +104 57167.390625 +105 22754.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,IPTU,MLP,1.028754472732544,"78 27067.613202 +79 33032.821437 +80 27609.535037 +81 31131.456839 +82 35608.498128 +83 14258.094698 +84 -27045.836464 +85 39130.520669 +86 39955.241148 +87 25619.308207 +88 29334.161416 +89 27825.516677 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ISS,XGBoost,0.9292271137237549,"96 8245.080078 +97 10126.388672 +98 10898.374023 +99 11167.562500 +100 9834.541992 +101 9859.453125 +102 12471.965820 +103 10698.988281 +104 11360.746094 +105 13330.234375 +106 10440.293945 +107 10737.227539 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,ITBI,XGBoost,0.9589650630950928,"91 26692.146484 +92 14311.700195 +93 27935.595703 +94 14232.958008 +95 5131.975586 +96 19792.285156 +97 17657.320312 +98 11653.098633 +99 27301.029297 +100 7371.604004 +101 14539.892578 +102 27362.294922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,MLP,1.0715177059173584,"96 515268.383778 +97 481445.835921 +98 480153.106880 +99 521650.199319 +100 481054.274397 +101 553405.000159 +102 571929.346752 +103 570791.331917 +104 613067.990059 +105 638744.479214 +106 671134.058742 +107 657681.970586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,MLP,1.7413711547851562,"95 -45445.226410 +96 22139.532868 +97 95477.976646 +98 4052.168867 +99 35209.986489 +100 67929.188582 +101 42909.250291 +102 56562.158552 +103 59076.193977 +104 56148.223384 +105 61074.720982 +106 -44659.993004 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,IPTU,XGBoost,1.9627206325531006,"85 48414.285156 +86 57062.398438 +87 115452.164062 +88 114063.039062 +89 80441.554688 +90 80441.554688 +91 107663.867188 +92 95471.164062 +93 107706.398438 +94 107706.398438 +95 180498.984375 +96 180498.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ISS,XGBoost,1.5280792713165283,"96 22866.554688 +97 22435.644531 +98 19263.714844 +99 22044.261719 +100 20629.982422 +101 19505.615234 +102 17428.673828 +103 18306.755859 +104 21407.292969 +105 22054.761719 +106 22060.853516 +107 23138.003906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,ITBI,MLP,1.2409048080444336,"93 -4062.283417 +94 62259.167187 +95 34429.945600 +96 50593.491335 +97 20369.632840 +98 19103.959248 +99 59486.977535 +100 28537.035965 +101 43836.839789 +102 31836.689681 +103 -45238.641906 +104 75320.909001 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,MLP,1.1867702007293701,"96 7.581550e+05 +97 7.149032e+05 +98 7.146335e+05 +99 7.759950e+05 +100 7.206288e+05 +101 8.274202e+05 +102 8.562711e+05 +103 8.593082e+05 +104 9.204436e+05 +105 9.577833e+05 +106 1.007151e+06 +107 9.895762e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,MLP,1.2005822658538818,"96 10458.571715 +97 34472.965361 +98 106624.020991 +99 25125.422480 +100 60367.481066 +101 97772.706959 +102 92165.795376 +103 102311.114908 +104 100513.673607 +105 108068.138533 +106 122603.676895 +107 -34894.865957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,IPTU,SARIMAX,0.9842848777770996,"96 4977686.5 +97 5689439.5 +98 5705937.5 +99 6073589.0 +100 5876954.5 +101 5872737.0 +102 5978689.0 +103 7532681.5 +104 7532681.5 +105 7625999.0 +106 7621587.0 +107 6397315.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ISS,SARIMAX,0.816901683807373,"96 3555301.25 +97 3769906.50 +98 3315402.25 +99 3769906.50 +100 3686510.75 +101 3232099.25 +102 3685717.75 +103 3684505.00 +104 3663560.50 +105 3681876.50 +106 3679988.25 +107 3690435.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,ITBI,XGBoost,1.0339362621307373,"96 1530935.625 +97 1875741.875 +98 1868568.375 +99 1898234.875 +100 1886828.875 +101 1885033.125 +102 1674578.625 +103 1672457.875 +104 1669772.000 +105 1897963.750 +106 1559760.125 +107 1692715.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,MLP,1.0918595790863037,"96 1.142114e+07 +97 1.039075e+07 +98 1.028633e+07 +99 1.122040e+07 +100 1.016580e+07 +101 1.172736e+07 +102 1.201765e+07 +103 1.172134e+07 +104 1.257466e+07 +105 1.297355e+07 +106 1.344601e+07 +107 1.296626e+07 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,SARIMAX,1.4627249240875244,"96 3589434.75 +97 3726241.25 +98 3640884.50 +99 3880918.50 +100 3850221.25 +101 3880078.00 +102 3885655.25 +103 3885655.25 +104 3875158.25 +105 3890254.00 +106 4021000.00 +107 3926361.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,IPTU,MLP,2.121422529220581,"83 700027.226981 +84 517475.660439 +85 335948.906986 +86 554877.292477 +87 405328.820024 +88 -547532.586128 +89 860234.559687 +90 799783.655272 +91 202944.855125 +92 499403.482021 +93 561457.089252 +94 669623.389597 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ISS,XGBoost,1.141467571258545,"95 304369.28125 +96 304145.37500 +97 281443.59375 +98 303161.62500 +99 287174.12500 +100 289451.00000 +101 282370.96875 +102 282602.21875 +103 282300.03125 +104 282495.56250 +105 282068.06250 +106 287705.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,ITBI,XGBoost,0.9059402942657471,"75 184581.500000 +76 182440.984375 +77 176002.125000 +78 198823.515625 +79 168878.015625 +80 191400.843750 +81 166602.031250 +82 118771.906250 +83 165625.375000 +84 168917.312500 +85 185285.890625 +86 162806.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,MLP,1.0367729663848877,"96 2.088495e+06 +97 1.941745e+06 +98 1.927924e+06 +99 2.084223e+06 +100 1.906259e+06 +101 2.191603e+06 +102 2.252477e+06 +103 2.236809e+06 +104 2.395327e+06 +105 2.481239e+06 +106 2.599942e+06 +107 2.524319e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,MLP,1.186211347579956,"94 -224662.691669 +95 119003.585303 +96 946352.481084 +97 163187.188181 +98 371854.861945 +99 675830.696420 +100 574197.412321 +101 631816.930440 +102 598471.089004 +103 677614.688782 +104 746805.208413 +105 -442568.778094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,IPTU,MLP,0.9416377544403076,"95 485709.332485 +96 101051.863793 +97 265841.360873 +98 519304.603159 +99 490170.421585 +100 528921.551078 +101 522042.710274 +102 566495.904285 +103 615842.803684 +104 626971.775100 +105 676601.999402 +106 654881.999745 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ISS,MLP,1.0313835144042969,"96 639160.189245 +97 693407.297748 +98 679146.646592 +99 721602.420799 +100 490561.146787 +101 778286.759423 +102 658921.083447 +103 756748.301390 +104 823305.170456 +105 776615.312999 +106 856195.555950 +107 823062.822237 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,ITBI,XGBoost,0.9743363857269287,"95 138202.125000 +96 139151.781250 +97 162361.437500 +98 102886.640625 +99 153756.250000 +100 169710.000000 +101 164862.640625 +102 133478.812500 +103 120281.828125 +104 162461.234375 +105 109339.578125 +106 170056.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,MLP,1.4118032455444336,"96 5.327848e+06 +97 4.981939e+06 +98 4.965158e+06 +99 5.370223e+06 +100 4.939564e+06 +101 5.680432e+06 +102 5.863478e+06 +103 5.848959e+06 +104 6.278536e+06 +105 6.534166e+06 +106 6.868673e+06 +107 6.734345e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,XGBoost,1.8465657234191895,"67 524518.00000 +68 559762.68750 +69 488732.78125 +70 523409.03125 +71 426711.93750 +72 469691.46875 +73 469691.46875 +74 559332.25000 +75 580024.62500 +76 782673.37500 +77 704729.68750 +78 577100.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,IPTU,XGBoost,1.618826150894165,"76 214900.593750 +77 168303.656250 +78 165778.750000 +79 167204.375000 +80 157902.234375 +81 166300.218750 +82 163156.703125 +83 150383.859375 +84 162572.140625 +85 161767.703125 +86 230459.968750 +87 163407.156250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ISS,MLP,1.2127320766448975,"76 653985.260769 +77 785165.740378 +78 844378.548441 +79 696162.997455 +80 781461.348868 +81 721149.725276 +82 735664.447021 +83 766053.372550 +84 684333.309078 +85 765124.961982 +86 686579.435130 +87 659062.270054 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,ITBI,MLP,1.011958122253418,"74 62392.800767 +75 65366.115402 +76 104741.537803 +77 75007.691468 +78 116140.622387 +79 123916.176912 +80 107687.551718 +81 135445.588323 +82 135441.473502 +83 132276.719798 +84 149911.715169 +85 100798.445120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,XGBoost,0.8737423419952393,"74 1768891.250 +75 1669898.625 +76 1672735.375 +77 1787341.000 +78 1775489.250 +79 1673256.250 +80 1672887.625 +81 1780442.750 +82 1782387.375 +83 1673256.250 +84 1674556.625 +85 1780442.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,MLP,0.9795544147491455,"76 126101.920845 +77 382512.953211 +78 580076.936246 +79 142698.596113 +80 372887.935764 +81 621205.524168 +82 578249.052376 +83 673671.177036 +84 743572.439644 +85 790733.865084 +86 903525.464537 +87 304887.753141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,IPTU,MLP,1.056560754776001,"89 36462.663504 +90 20745.676501 +91 13941.887582 +92 -24920.856309 +93 30341.741657 +94 39090.732988 +95 3874.841431 +96 18229.529893 +97 30227.622092 +98 25031.058238 +99 22726.173806 +100 19366.688047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ISS,MLP,1.9358820915222168,"96 10208.576513 +97 10681.182420 +98 11235.021624 +99 9463.923016 +100 12261.320435 +101 13144.206687 +102 12351.936858 +103 11531.559892 +104 9803.350046 +105 11603.050038 +106 10829.464479 +107 8068.956150 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,ITBI,MLP,1.0460221767425537,"91 12124.912968 +92 25633.168429 +93 30587.401471 +94 29706.932526 +95 36011.947320 +96 24107.765479 +97 31455.967522 +98 22942.945973 +99 25867.799957 +100 38326.747373 +101 25271.182667 +102 7826.243472 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,MLP,1.412781000137329,"96 419820.372311 +97 389095.670934 +98 330924.998641 +99 409028.220653 +100 374012.664868 +101 425303.389119 +102 442964.932038 +103 435169.069480 +104 493375.663404 +105 492089.150900 +106 513901.218825 +107 502585.059344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,MLP,2.6251091957092285,"94 -6094.616352 +95 3906.293741 +96 35441.221651 +97 8334.756874 +98 19995.246074 +99 21279.184071 +100 23716.341631 +101 30071.237387 +102 25846.317212 +103 27613.373487 +104 31465.455127 +105 -15716.753093 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,IPTU,MLP,1.3805608749389648,"84 187836.463488 +85 155538.403168 +86 145855.225696 +87 111998.826450 +88 105553.246152 +89 211280.049775 +90 206204.541883 +91 184264.627325 +92 211719.977698 +93 220102.096397 +94 223421.881923 +95 197910.077178 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ISS,XGBoost,1.915466070175171,"88 317294.06250 +89 338559.96875 +90 316479.78125 +91 363330.31250 +92 436308.50000 +93 436308.50000 +94 436308.50000 +95 436085.87500 +96 436085.87500 +97 436085.87500 +98 436308.50000 +99 436085.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,ITBI,SES,1.1384527683258057,"86 25344.634766 +87 77598.164062 +88 78753.257812 +89 90110.742188 +90 36935.796875 +91 103109.078125 +92 39383.625000 +93 15193.025391 +94 75085.656250 +95 55011.535156 +96 81533.382812 +97 24544.505859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,MLP,0.9297776222229004,"88 1.538329e+06 +89 1.429977e+06 +90 1.454895e+06 +91 1.566684e+06 +92 1.472537e+06 +93 1.687983e+06 +94 1.738757e+06 +95 1.744574e+06 +96 1.869844e+06 +97 1.945493e+06 +98 2.088537e+06 +99 1.929879e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,XGBoost,1.4069890975952148,"87 206273.828125 +88 218268.281250 +89 232926.234375 +90 220130.265625 +91 105503.320312 +92 135240.531250 +93 137375.078125 +94 177176.796875 +95 178522.750000 +96 178522.750000 +97 264237.687500 +98 188913.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,IPTU,HWES,1.1553752422332764,"96 332695.531250 +97 434427.593750 +98 484783.937500 +99 377979.968750 +100 355559.281250 +101 293557.750000 +102 345675.375000 +103 341753.031250 +104 235009.515625 +105 347156.500000 +106 226790.390625 +107 264859.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ISS,AR,1.2565066814422607,"96 545771.0625 +97 545771.0625 +98 642228.7500 +99 584457.5625 +100 642228.7500 +101 642228.7500 +102 584457.5625 +103 584457.5625 +104 642228.7500 +105 642228.7500 +106 642228.7500 +107 642228.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,ITBI,XGBoost,1.0401394367218018,"96 190972.453125 +97 243891.968750 +98 262512.281250 +99 239637.171875 +100 241322.609375 +101 228976.000000 +102 235031.703125 +103 239205.609375 +104 240057.953125 +105 239815.687500 +106 203931.578125 +107 246274.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,MLP,1.1609034538269043,"96 3.090711e+06 +97 2.891261e+06 +98 2.878132e+06 +99 3.115249e+06 +100 2.866059e+06 +101 3.293130e+06 +102 3.393847e+06 +103 3.386713e+06 +104 3.627759e+06 +105 3.765306e+06 +106 3.953661e+06 +107 3.856842e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,XGBoost,1.818178653717041,"96 1427586.500 +97 1529671.000 +98 1410419.875 +99 1484812.250 +100 1484812.250 +101 1577560.250 +102 1578482.375 +103 1578482.375 +104 1578482.375 +105 1578482.375 +106 1850246.625 +107 1578482.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,IPTU,MLP,2.4239554405212402,"95 213633.627178 +96 182833.541166 +97 104308.586553 +98 -104973.115072 +99 148562.668292 +100 236783.551670 +101 146099.696635 +102 147869.888797 +103 156561.586495 +104 192370.916886 +105 199423.839122 +106 190784.781156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ISS,XGBoost,1.683016300201416,"96 375428.78125 +97 393789.12500 +98 343074.03125 +99 338965.56250 +100 341979.12500 +101 341032.56250 +102 340871.96875 +103 362954.65625 +104 339315.81250 +105 379593.56250 +106 361464.78125 +107 337941.37500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,ITBI,MLP,0.9468793869018555,"96 190641.686882 +97 175704.188731 +98 105721.571711 +99 122049.435616 +100 169565.729295 +101 -184794.721904 +102 230763.669025 +103 249118.976359 +104 66543.530703 +105 108818.744508 +106 137512.540108 +107 211447.229723 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,XGBoost,1.1929349899291992,"96 788660.1250 +97 765679.0000 +98 711626.3750 +99 783532.5625 +100 676899.4375 +101 770923.6875 +102 779378.8125 +103 748157.0000 +104 787248.3750 +105 840502.2500 +106 799980.3125 +107 779295.4375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,MLP,1.7074241638183594,"96 100567.389519 +97 92969.234866 +98 167683.381646 +99 35705.730752 +100 67626.167803 +101 175591.227911 +102 175712.485345 +103 160680.011801 +104 176461.993362 +105 138639.771938 +106 211334.983256 +107 68737.326124 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,IPTU,MLP,1.2409489154815674,"96 1.867247e+06 +97 1.362553e+06 +98 -1.576769e+06 +99 1.684303e+06 +100 2.168435e+06 +101 8.851011e+05 +102 9.791109e+05 +103 1.232803e+06 +104 1.791218e+06 +105 1.583208e+06 +106 1.312810e+06 +107 1.495170e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ISS,MLP,1.0281634330749512,"96 636744.956310 +97 631028.649348 +98 644806.834130 +99 627198.750577 +100 664867.133442 +101 719245.847077 +102 674474.281367 +103 670474.241223 +104 740041.367009 +105 678382.103054 +106 737733.525042 +107 631704.702110 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,ITBI,MLP,1.0337786674499512,"96 176941.153965 +97 168055.523306 +98 162169.344098 +99 160545.889556 +100 168581.648451 +101 164098.402254 +102 193816.878081 +103 155681.951277 +104 172016.806882 +105 166338.255401 +106 176094.400052 +107 198001.277678 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,XGBoost,0.8846886157989502,"96 1854652.125 +97 1760126.125 +98 1530465.750 +99 1742053.500 +100 1478496.000 +101 1718158.500 +102 1705704.875 +103 1705527.625 +104 1734921.750 +105 1820544.125 +106 1851143.375 +107 1553380.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,MLP,1.345097303390503,"96 4.637493e+05 +97 5.997834e+05 +98 8.731354e+05 +99 1.545185e+05 +100 5.684542e+05 +101 1.015561e+06 +102 9.387709e+05 +103 9.728234e+05 +104 1.036516e+06 +105 1.145096e+06 +106 1.238495e+06 +107 3.163788e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,IPTU,MLP,1.3935017585754395,"96 1.834708e+06 +97 -6.574463e+05 +98 1.701002e+06 +99 2.528118e+06 +100 1.600851e+06 +101 1.812860e+06 +102 1.854403e+06 +103 2.110474e+06 +104 2.260402e+06 +105 2.112001e+06 +106 2.243430e+06 +107 2.047504e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ISS,MLP,1.6997430324554443,"96 2.358585e+06 +97 2.470720e+06 +98 2.438611e+06 +99 2.447304e+06 +100 2.446618e+06 +101 2.487680e+06 +102 2.490977e+06 +103 2.474906e+06 +104 2.504528e+06 +105 2.603307e+06 +106 2.605635e+06 +107 2.596969e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,ITBI,MLP,2.265521764755249,"96 1.207867e+06 +97 9.145693e+05 +98 1.165115e+06 +99 8.873479e+05 +100 1.130721e+06 +101 1.301915e+06 +102 1.221023e+06 +103 1.238302e+06 +104 1.230997e+06 +105 1.143787e+06 +106 1.440580e+06 +107 1.180593e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,XGBoost,1.711254358291626,"96 5567683.5 +97 5261831.5 +98 5222797.0 +99 5050046.5 +100 4685736.5 +101 4706424.5 +102 4623654.0 +103 4581909.0 +104 5390607.5 +105 4822548.5 +106 5384787.0 +107 4170702.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,MLP,1.0568346977233887,"96 8.398844e+05 +97 9.966455e+05 +98 1.598351e+06 +99 5.758654e+05 +100 6.875946e+05 +101 1.531415e+06 +102 1.774387e+06 +103 1.785959e+06 +104 1.949462e+06 +105 2.091919e+06 +106 2.236380e+06 +107 7.015977e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,IPTU,MLP,0.9038722515106201,"86 120533.287731 +87 42896.572374 +88 3794.770960 +89 113214.859854 +90 66501.915543 +91 -146461.554662 +92 188539.169543 +93 126748.455194 +94 -115864.604143 +95 133041.500148 +96 140039.031019 +97 -44281.911688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ISS,XGBoost,1.1221356391906738,"96 37766.398438 +97 27954.806641 +98 29892.892578 +99 36252.875000 +100 38192.308594 +101 38051.695312 +102 32504.599609 +103 38594.023438 +104 39712.957031 +105 41603.781250 +106 36873.082031 +107 32098.947266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,ITBI,MLP,1.217548131942749,"96 181366.228690 +97 141135.240556 +98 31215.220395 +99 119599.954245 +100 60906.855872 +101 150644.090999 +102 152723.438772 +103 122805.529141 +104 127504.335415 +105 156058.496007 +106 179905.796145 +107 153736.462337 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,MLP,1.0173051357269287,"96 9.787793e+05 +97 9.167242e+05 +98 9.136732e+05 +99 9.916269e+05 +100 9.152898e+05 +101 1.051578e+06 +102 1.085311e+06 +103 1.084015e+06 +104 1.161235e+06 +105 1.205856e+06 +106 1.265847e+06 +107 1.237141e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,MLP,1.2275731563568115,"96 24526.043175 +97 14807.993869 +98 69550.847802 +99 8899.646807 +100 25025.201349 +101 82131.897308 +102 64814.647093 +103 78963.678045 +104 81060.286317 +105 85806.038451 +106 98614.940669 +107 -13236.638498 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,IPTU,XGBoost,0.9360814094543457,"85 27709.486328 +86 29308.847656 +87 25931.285156 +88 24396.621094 +89 25127.406250 +90 25426.642578 +91 25632.345703 +92 24791.140625 +93 24946.355469 +94 24976.722656 +95 25013.544922 +96 25570.585938 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ISS,XGBoost,1.032067060470581,"96 35915.628906 +97 41338.863281 +98 37670.445312 +99 39849.832031 +100 40231.636719 +101 40200.269531 +102 40205.910156 +103 40499.296875 +104 41556.226562 +105 40348.273438 +106 40329.746094 +107 40592.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,ITBI,MLP,3.2652223110198975,"94 35346.533470 +95 36591.450475 +96 20430.582270 +97 39283.509090 +98 50994.826376 +99 29637.448632 +100 46268.648306 +101 50464.871261 +102 54588.489579 +103 58674.287293 +104 63725.403143 +105 25658.068055 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,XGBoost,1.7210638523101807,"96 440745.96875 +97 411413.90625 +98 413186.43750 +99 419979.50000 +100 361007.84375 +101 408604.78125 +102 424173.03125 +103 398015.25000 +104 422549.53125 +105 433677.75000 +106 429746.34375 +107 399944.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,MLP,1.3013484477996826,"96 -39391.113544 +97 478.548818 +98 123531.307485 +99 5772.458188 +100 40037.139048 +101 82577.586283 +102 59323.467679 +103 58381.706700 +104 68069.696775 +105 76353.620538 +106 76864.109494 +107 -82352.308117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,MLP,1.0525283813476562,"87 37218.262620 +88 26899.113178 +89 18146.613820 +90 20035.990290 +91 -18353.680162 +92 40977.392824 +93 35459.527794 +94 6920.662064 +95 28410.936858 +96 30794.808623 +97 24202.024443 +98 27050.520576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ISS,MLP,1.776670217514038,"96 56497.377216 +97 43933.879085 +98 48481.292016 +99 47548.948921 +100 38689.470706 +101 37623.197572 +102 43953.729553 +103 46933.177983 +104 36126.811929 +105 48137.320391 +106 55502.612932 +107 36650.293995 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,0.8765268325805664,"92 7036.592773 +93 10872.470703 +94 14554.089844 +95 13619.402344 +96 9584.000000 +97 16066.229492 +98 10337.657227 +99 14267.399414 +100 20844.443359 +101 17652.955078 +102 20773.087891 +103 9062.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,MLP,0.9562902450561523,"96 583663.180030 +97 544461.797662 +98 542689.316036 +99 588750.908192 +100 541629.329876 +101 623341.251184 +102 643815.607166 +103 641627.848462 +104 689382.533403 +105 717794.007532 +106 754481.638295 +107 739797.850097 +Name: Valor, dtype: float64" +Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,MLP,1.9685306549072266,"96 -9386.467548 +97 6994.231249 +98 83873.501125 +99 1239.211334 +100 27528.631685 +101 61227.943869 +102 46025.487671 +103 54193.723917 +104 51559.146278 +105 59716.207771 +106 66122.196152 +107 -49556.770424 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,IPTU,XGBoost,1.461174726486206,"79 15352.249023 +80 14786.405273 +81 13237.978516 +82 13020.089844 +83 11710.000000 +84 20137.707031 +85 13675.652344 +86 12019.888672 +87 12034.617188 +88 13025.322266 +89 13066.315430 +90 13424.941406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ISS,MLP,2.4556002616882324,"80 32525.255557 +81 30261.355389 +82 34484.223185 +83 20948.704324 +84 26950.161386 +85 34733.419943 +86 25690.939783 +87 36346.831087 +88 34964.643439 +89 35411.473789 +90 44679.499986 +91 33371.970466 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,ITBI,XGBoost,1.9892473220825195,"69 30168.541016 +70 6800.532715 +71 31283.570312 +72 12554.601562 +73 46592.718750 +74 10476.413086 +75 6827.033691 +76 12883.819336 +77 5904.258789 +78 11204.633789 +79 18034.703125 +80 11927.079102 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,XGBoost,1.0499825477600098,"80 882127.7500 +81 778360.0000 +82 780027.4375 +83 864199.6875 +84 847665.0000 +85 769868.6250 +86 816473.3750 +87 855708.2500 +88 784020.6875 +89 830995.8125 +90 859620.2500 +91 792512.1875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,MLP,1.2794830799102783,"80 23368.859457 +81 31584.247102 +82 35541.992389 +83 13416.600014 +84 18569.974477 +85 35557.772205 +86 42074.896038 +87 46133.448590 +88 49302.996679 +89 52396.521520 +90 58502.411338 +91 38357.570092 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,IPTU,XGBoost,1.1955657005310059,"95 210656.562500 +96 163000.046875 +97 145918.046875 +98 127549.898438 +99 115297.398438 +100 144151.234375 +101 108296.578125 +102 142540.203125 +103 146848.140625 +104 149435.859375 +105 146724.031250 +106 142321.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ISS,MLP,1.1236865520477295,"96 185257.702561 +97 194438.104292 +98 203128.638609 +99 193126.116008 +100 198308.784503 +101 177784.018703 +102 195985.018820 +103 187609.474281 +104 187879.042032 +105 191966.685163 +106 187572.998543 +107 161584.199405 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,ITBI,MLP,1.3799567222595215,"96 288883.859616 +97 324318.193128 +98 560448.185268 +99 386143.810318 +100 555940.768736 +101 496554.655513 +102 447210.577375 +103 594397.402422 +104 554032.862458 +105 520080.672058 +106 636072.340157 +107 189020.969640 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,MLP,1.2104828357696533,"96 2.392142e+06 +97 2.269041e+06 +98 2.253947e+06 +99 2.607030e+06 +100 2.285235e+06 +101 2.617572e+06 +102 2.722339e+06 +103 2.706321e+06 +104 2.913367e+06 +105 3.022442e+06 +106 3.167960e+06 +107 3.118188e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,MLP,1.071441650390625,"96 53143.580076 +97 109286.822630 +98 300531.168098 +99 55249.399805 +100 199674.204013 +101 299913.052389 +102 252753.069562 +103 295273.733105 +104 300409.018721 +105 319568.609885 +106 348482.561695 +107 -60088.702073 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,IPTU,MLP,1.2469947338104248,"87 75857.328169 +88 65588.470359 +89 32449.520887 +90 25196.543401 +91 -40393.823420 +92 21144.215460 +93 85832.940048 +94 45993.106026 +95 36529.535875 +96 48353.130475 +97 62521.059011 +98 64106.258083 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ISS,MLP,1.870974063873291,"96 99670.774553 +97 116563.308979 +98 132078.406758 +99 156226.265719 +100 184430.043478 +101 220109.152137 +102 260563.848616 +103 316694.144325 +104 372804.862987 +105 445393.697057 +106 535712.406213 +107 638995.812866 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,ITBI,MLP,1.5052039623260498,"94 78523.604727 +95 42650.865933 +96 33121.691007 +97 77259.514624 +98 61186.769817 +99 56560.569278 +100 98749.609947 +101 92422.592240 +102 85070.980373 +103 117248.444020 +104 129599.094672 +105 127379.770095 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,MLP,1.9720449447631836,"96 7.958996e+05 +97 7.349234e+05 +98 8.420560e+05 +99 8.289320e+05 +100 7.721852e+05 +101 9.051441e+05 +102 8.286877e+05 +103 9.235686e+05 +104 9.990875e+05 +105 1.024206e+06 +106 1.093995e+06 +107 1.083277e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,XGBoost,1.8892996311187744,"96 74259.023438 +97 68135.343750 +98 73583.851562 +99 79581.867188 +100 74402.304688 +101 54570.125000 +102 69487.671875 +103 70167.031250 +104 70786.679688 +105 78955.218750 +106 78858.265625 +107 51958.089844 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,IPTU,XGBoost,0.8397853374481201,"79 44970.687500 +80 45442.375000 +81 48925.011719 +82 43803.570312 +83 19696.048828 +84 19720.775391 +85 28969.371094 +86 30270.462891 +87 27876.494141 +88 29695.496094 +89 29999.751953 +90 29999.751953 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ISS,MLP,1.3596570491790771,"96 109474.497293 +97 117911.604998 +98 118716.058769 +99 108429.286715 +100 114960.356093 +101 115059.105633 +102 118400.494587 +103 108046.739501 +104 112063.027350 +105 120480.903491 +106 126930.739212 +107 113151.575489 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,ITBI,XGBoost,0.943819522857666,"96 22103.814453 +97 40412.683594 +98 37674.496094 +99 41048.542969 +100 35566.585938 +101 49966.242188 +102 29833.064453 +103 49966.242188 +104 50667.652344 +105 55543.359375 +106 57719.687500 +107 30615.517578 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,XGBoost,1.2779042720794678,"96 844363.5000 +97 811963.0000 +98 737612.0000 +99 856097.0000 +100 733975.8125 +101 829230.7500 +102 808424.4375 +103 810098.4375 +104 810579.6875 +105 854542.6250 +106 869149.1250 +107 771042.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,MLP,1.0066797733306885,"96 -86681.101578 +97 117542.189483 +98 360727.035999 +99 42803.917699 +100 178768.870226 +101 314922.486946 +102 269625.380017 +103 315554.413694 +104 315687.446314 +105 338106.706621 +106 374306.666691 +107 -151981.390072 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,IPTU,XGBoost,1.3137705326080322,"92 56657.511719 +93 121257.406250 +94 53889.070312 +95 41259.003906 +96 53102.585938 +97 52434.324219 +98 53131.875000 +99 53718.671875 +100 56045.660156 +101 56281.453125 +102 41345.687500 +103 54526.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ISS,MLP,0.9448838233947754,"96 51648.323721 +97 44367.816784 +98 54116.461680 +99 58741.113511 +100 61137.184459 +101 59054.999497 +102 50918.766530 +103 57701.867403 +104 60408.931100 +105 64034.634100 +106 61908.958726 +107 58700.518933 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,ITBI,MLP,1.9094760417938232,"95 23209.620979 +96 17767.552906 +97 27733.685786 +98 29544.760169 +99 26100.046268 +100 29690.385070 +101 17640.612521 +102 27541.511286 +103 29856.054417 +104 25659.798819 +105 27522.702959 +106 20732.099810 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,MLP,1.670292854309082,"96 617013.980515 +97 622399.713045 +98 621724.536637 +99 668418.494143 +100 622500.864807 +101 711354.366777 +102 737612.173548 +103 742330.873972 +104 796248.346770 +105 830748.345874 +106 875940.666091 +107 860623.028499 +Name: Valor, dtype: float64" +Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,MLP,1.997115135192871,"95 -141265.182346 +96 -2643.340192 +97 348381.364864 +98 -49436.767412 +99 15418.404568 +100 259179.787801 +101 71874.089852 +102 55933.999708 +103 172857.574669 +104 127629.626432 +105 99844.263736 +106 -144805.910566 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,IPTU,SARIMAX,1.986358404159546,"96 2709553.25 +97 2495880.50 +98 2495880.50 +99 2512781.50 +100 2498422.75 +101 2702406.50 +102 3033216.75 +103 3043200.00 +104 3587368.75 +105 3587368.75 +106 3587368.75 +107 3589380.00 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ISS,XGBoost,1.1111128330230713,"96 119778.453125 +97 119386.687500 +98 118427.539062 +99 89334.679688 +100 86974.507812 +101 101747.382812 +102 105497.437500 +103 117348.406250 +104 122088.281250 +105 124072.242188 +106 124182.531250 +107 119553.875000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,ITBI,MLP,1.0184249877929688,"96 446058.707659 +97 423374.423144 +98 425431.975648 +99 483952.242648 +100 412850.820060 +101 538915.747931 +102 539302.708095 +103 479461.049939 +104 564447.818435 +105 491613.177760 +106 564906.241184 +107 586007.897037 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,MLP,0.9099514484405518,"96 489647.969133 +97 459590.846123 +98 454958.171628 +99 498052.679878 +100 456982.292628 +101 527407.061364 +102 548155.054499 +103 547768.552005 +104 589107.817937 +105 614577.138853 +106 647111.660690 +107 657112.858868 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,MLP,1.1769559383392334,"96 41546.364778 +97 94748.970229 +98 150948.882285 +99 44340.111237 +100 82025.705484 +101 151688.922371 +102 157286.060283 +103 160023.291762 +104 182484.705525 +105 191614.065069 +106 199899.129204 +107 49149.494287 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,IPTU,MLP,1.5627646446228027,"95 110114.990361 +96 57383.906145 +97 -141575.669891 +98 148828.249826 +99 135036.816112 +100 -52058.932143 +101 57626.793975 +102 114955.188332 +103 52993.532952 +104 37137.341965 +105 72831.107246 +106 79871.877040 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ISS,XGBoost,1.5952270030975342,"95 855.378357 +96 1271.595703 +97 1299.218262 +98 291.426331 +99 731.136475 +100 133.506180 +101 731.136475 +102 819.374756 +103 828.982483 +104 819.374756 +105 819.374756 +106 828.982483 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,ITBI,MLP,1.8297057151794434,"95 9556.733384 +96 63894.313402 +97 56786.561316 +98 54540.795120 +99 38428.151623 +100 38394.542661 +101 41435.358387 +102 56270.366790 +103 59993.450920 +104 67089.061038 +105 66060.097072 +106 68080.898419 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,MLP,1.5300683975219727,"96 584534.253869 +97 546723.880707 +98 614638.492496 +99 597076.473453 +100 540852.862175 +101 817729.696139 +102 680662.861864 +103 677894.751680 +104 750384.154273 +105 756339.913072 +106 815770.886179 +107 615846.009999 +Name: Valor, dtype: float64" +Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,MLP,1.3645458221435547,"62 78658.809950 +63 68359.600164 +64 196293.772328 +65 25805.627065 +66 114520.855956 +67 170280.291950 +68 22300.788020 +69 209374.816328 +70 229006.461921 +71 198722.845212 +72 255901.400547 +73 -108081.710217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,IPTU,MLP,1.267500400543213,"92 47363.349536 +93 31856.638761 +94 -24769.000119 +95 43794.784828 +96 53026.774776 +97 27696.508041 +98 37401.882822 +99 43186.713493 +100 52459.060721 +101 45985.869695 +102 35397.451753 +103 30645.693857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ISS,XGBoost,1.178051233291626,"96 32655.988281 +97 14598.731445 +98 14605.245117 +99 30918.171875 +100 10800.542969 +101 11196.954102 +102 21137.255859 +103 19578.480469 +104 10583.459961 +105 15860.021484 +106 21242.443359 +107 10729.838867 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,ITBI,MLP,1.1386055946350098,"95 12795.853046 +96 8859.822296 +97 17924.278493 +98 16551.333790 +99 16263.264466 +100 26137.931983 +101 30513.945025 +102 25006.236712 +103 46906.683767 +104 40979.114125 +105 43818.847437 +106 52564.282843 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,SARIMAX,0.9423997402191162,"96 504183.71875 +97 450609.06250 +98 439976.00000 +99 454847.15625 +100 451733.90625 +101 384903.06250 +102 501289.25000 +103 434117.15625 +104 438273.75000 +105 439982.65625 +106 503142.71875 +107 438942.93750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,XGBoost,1.6959354877471924,"93 41672.769531 +94 26776.390625 +95 22338.507812 +96 24832.941406 +97 -63107.636719 +98 -50564.292969 +99 -66287.007812 +100 -66682.015625 +101 -60362.523438 +102 -99817.234375 +103 -99817.234375 +104 -101121.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,IPTU,XGBoost,2.3652710914611816,"95 701498.0000 +96 959929.8125 +97 644315.7500 +98 975556.3125 +99 971202.5000 +100 970585.6875 +101 971202.5000 +102 951549.8125 +103 951955.2500 +104 949902.7500 +105 951244.6875 +106 951650.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ISS,MLP,0.9679489135742188,"96 335344.875279 +97 358491.184557 +98 330192.491402 +99 331821.910555 +100 316254.476483 +101 370223.312562 +102 360056.782408 +103 344341.120336 +104 372168.289080 +105 372270.042157 +106 391906.022284 +107 396550.018114 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,ITBI,XGBoost,1.0537998676300049,"96 260741.109375 +97 342328.000000 +98 340114.375000 +99 361365.906250 +100 336649.500000 +101 244678.265625 +102 252870.921875 +103 135084.968750 +104 387234.906250 +105 381749.875000 +106 425275.093750 +107 420594.281250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,MLP,1.0451068878173828,"96 4.127091e+06 +97 3.734985e+06 +98 3.765598e+06 +99 4.063170e+06 +100 3.777203e+06 +101 4.393743e+06 +102 4.530472e+06 +103 4.133810e+06 +104 4.788942e+06 +105 5.005910e+06 +106 5.584856e+06 +107 5.223726e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,MLP,1.1597867012023926,"96 99543.870108 +97 175371.131418 +98 768230.791455 +99 125862.604363 +100 300751.376044 +101 801360.489688 +102 477404.771417 +103 423858.201104 +104 845662.718209 +105 695549.650504 +106 954401.174007 +107 -51806.193712 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,IPTU,XGBoost,0.9367425441741943,"72 298131.968750 +73 202124.140625 +74 216702.765625 +75 175524.546875 +76 147800.578125 +77 144535.843750 +78 141718.343750 +79 143196.640625 +80 124421.570312 +81 143353.250000 +82 143353.250000 +83 138314.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ISS,XGBoost,1.04288649559021,"72 26638.267578 +73 30866.101562 +74 26809.935547 +75 33579.664062 +76 34777.042969 +77 26859.367188 +78 33847.437500 +79 32074.189453 +80 27916.113281 +81 34117.167969 +82 33029.023438 +83 26904.458984 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,ITBI,MLP,0.9323232173919678,"72 176543.031307 +73 164679.071894 +74 70739.115225 +75 138545.594908 +76 210735.760195 +77 193751.739862 +78 160170.839791 +79 157074.903521 +80 231611.373092 +81 205011.675589 +82 138078.168579 +83 199401.515279 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,MLP,1.0642597675323486,"72 703714.437201 +73 659314.953921 +74 656911.965120 +75 705899.991945 +76 650572.994686 +77 744354.144149 +78 764463.663737 +79 774220.835361 +80 814624.588916 +81 842954.816562 +82 882469.035325 +83 858768.154714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,MLP,1.2208731174468994,"61 105709.020265 +62 91034.013562 +63 31537.143463 +64 36864.417297 +65 93892.079467 +66 83174.152967 +67 53199.142986 +68 64937.263038 +69 85654.095702 +70 88866.303180 +71 114886.616870 +72 58755.212109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,IPTU,XGBoost,2.0994315147399902,"90 82790.804688 +91 76396.820312 +92 81583.054688 +93 76382.210938 +94 81583.054688 +95 67587.953125 +96 53340.453125 +97 64410.929688 +98 63229.238281 +99 63377.007812 +100 57455.585938 +101 62536.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ISS,MLP,2.1622884273529053,"96 120239.758900 +97 130451.704685 +98 124721.650807 +99 117551.598734 +100 124108.830682 +101 127569.837691 +102 127330.067864 +103 120587.883946 +104 124970.138202 +105 122415.479046 +106 121779.235082 +107 130103.044754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,ITBI,MLP,1.733900547027588,"95 11600.936481 +96 26039.332911 +97 34355.067843 +98 35437.158740 +99 28825.585793 +100 33584.564523 +101 37484.126981 +102 25242.936650 +103 26186.066618 +104 40405.750509 +105 45177.871487 +106 45444.802410 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,MLP,1.1087284088134766,"96 2.198205e+06 +97 2.046649e+06 +98 2.038871e+06 +99 2.214504e+06 +100 2.035566e+06 +101 2.344141e+06 +102 2.419657e+06 +103 2.410472e+06 +104 2.588953e+06 +105 2.693565e+06 +106 2.831569e+06 +107 2.771179e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,MLP,1.1412584781646729,"96 -22048.140247 +97 -25818.680512 +98 240496.072619 +99 -34625.530467 +100 163023.686745 +101 239761.650698 +102 150736.195406 +103 222597.452020 +104 213647.186697 +105 219879.435928 +106 262682.272252 +107 -178578.215891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,AR,1.149794578552246,"96 41592.410156 +97 30763.005859 +98 26196.509766 +99 28714.462891 +100 26906.292969 +101 24861.091797 +102 24616.226562 +103 27857.763672 +104 36662.496094 +105 35073.863281 +106 36445.199219 +107 36530.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,MLP,0.9247214794158936,"96 27837.776740 +97 40235.132935 +98 45810.038627 +99 46716.787619 +100 44894.200250 +101 45646.158487 +102 37051.875567 +103 37276.430893 +104 36527.146330 +105 48364.596026 +106 41989.469172 +107 34153.492583 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,XGBoost,1.6295568943023682,"94 7176.319824 +95 9182.447266 +96 7544.547852 +97 9355.012695 +98 17902.630859 +99 15350.320312 +100 14800.685547 +101 14465.669922 +102 21212.871094 +103 18265.531250 +104 12764.614258 +105 13398.907227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,MLP,0.9440944194793701,"96 548747.146508 +97 514752.518961 +98 512732.459091 +99 552242.246220 +100 520759.977211 +101 571977.827133 +102 599690.359632 +103 599650.861520 +104 638451.775433 +105 664133.032546 +106 694165.288989 +107 676316.232489 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,MLP,1.1883172988891602,"96 4552.697058 +97 22418.550366 +98 110507.677050 +99 45718.446399 +100 48801.330229 +101 102903.423749 +102 90358.048675 +103 87474.919402 +104 105029.798489 +105 107349.179473 +106 112067.349666 +107 -38573.033201 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,XGBoost,1.881629228591919,"93 23164.287109 +94 35907.113281 +95 79753.765625 +96 77882.437500 +97 73027.203125 +98 79813.296875 +99 76823.093750 +100 64854.832031 +101 64854.832031 +102 80264.656250 +103 80264.656250 +104 87522.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ISS,XGBoost,1.5186572074890137,"96 38044.843750 +97 39444.375000 +98 49715.019531 +99 48965.324219 +100 85463.171875 +101 88693.328125 +102 90390.320312 +103 86895.976562 +104 87445.289062 +105 101709.476562 +106 75646.531250 +107 78477.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,MLP,1.6560308933258057,"96 65416.461893 +97 -22729.105667 +98 111645.253178 +99 74774.363354 +100 14232.101519 +101 56021.090002 +102 64207.659435 +103 67052.923913 +104 77590.474874 +105 -140957.040970 +106 134544.082768 +107 122427.472590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,XGBoost,1.267500877380371,"96 519810.81250 +97 482981.59375 +98 490601.62500 +99 485711.65625 +100 451791.34375 +101 496880.12500 +102 490213.56250 +103 480951.53125 +104 486975.00000 +105 496495.96875 +106 498996.31250 +107 484569.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,MLP,1.0607810020446777,"96 14435.014214 +97 26226.524511 +98 42353.332547 +99 22825.677814 +100 24121.876027 +101 49021.490814 +102 51365.445662 +103 55524.231403 +104 60743.859160 +105 65440.299948 +106 68460.653293 +107 2298.047405 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,IPTU,AR,1.2465176582336426,"96 1.178863e+06 +97 1.107369e+06 +98 7.063076e+05 +99 7.218646e+05 +100 6.982004e+05 +101 7.149952e+05 +102 7.211198e+05 +103 7.026855e+05 +104 7.215228e+05 +105 6.997827e+05 +106 7.227908e+05 +107 6.997827e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ISS,XGBoost,1.1647875308990479,"96 1355199.750 +97 1498024.250 +98 1498960.625 +99 1498024.250 +100 1498024.250 +101 1498024.250 +102 1498024.250 +103 1377319.625 +104 1498024.250 +105 1377319.625 +106 1498024.250 +107 1377319.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,ITBI,MLP,0.9494431018829346,"96 403447.481332 +97 334067.013252 +98 393831.006770 +99 350258.177331 +100 399831.617118 +101 439653.562910 +102 418305.672146 +103 343565.159069 +104 454817.779891 +105 463529.282697 +106 448027.631328 +107 129494.445775 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,MLP,1.0572788715362549,"96 4.438482e+06 +97 4.118931e+06 +98 4.100301e+06 +99 4.475010e+06 +100 4.119549e+06 +101 4.743537e+06 +102 4.901189e+06 +103 4.869054e+06 +104 5.232670e+06 +105 5.443591e+06 +106 5.710129e+06 +107 5.589815e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,MLP,1.3613309860229492,"96 4.205842e+04 +97 4.150057e+05 +98 1.408037e+06 +99 3.758192e+05 +100 7.761152e+05 +101 1.184360e+06 +102 1.039622e+06 +103 1.201564e+06 +104 1.279790e+06 +105 1.327771e+06 +106 1.423925e+06 +107 -2.812358e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,MLP,1.3696794509887695,"85 38722.455156 +86 20103.967571 +87 -53486.537483 +88 41641.839258 +89 44047.355441 +90 -2774.383633 +91 17084.520156 +92 23915.090695 +93 26785.380617 +94 20872.351439 +95 17469.731328 +96 29816.586521 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ISS,MLP,2.32858943939209,"96 64445.583798 +97 35052.865551 +98 64869.529274 +99 56272.063384 +100 66798.591416 +101 63902.009532 +102 64194.757935 +103 3275.082867 +104 66163.418568 +105 41197.329723 +106 68519.915664 +107 -4655.585301 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,MLP,3.2226476669311523,"86 27499.504856 +87 26169.590492 +88 32467.151614 +89 20570.249188 +90 9799.544838 +91 32174.058424 +92 27186.316380 +93 30209.087173 +94 15880.456350 +95 18084.508403 +96 29058.481240 +97 29259.272924 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,MLP,1.6286673545837402,"96 453753.839859 +97 424951.543559 +98 419734.727305 +99 452666.045894 +100 479919.402981 +101 521634.296173 +102 509158.086621 +103 513982.780375 +104 548201.987673 +105 602283.615494 +106 608926.223255 +107 574438.017336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,MLP,1.1745049953460693,"96 28139.216403 +97 37208.043696 +98 51038.791728 +99 36424.994704 +100 -8993.854748 +101 25956.687788 +102 67617.829417 +103 55827.581702 +104 53219.416776 +105 21482.346695 +106 63837.778767 +107 24345.232906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,IPTU,MLP,1.0135352611541748,"83 2.413145e+06 +84 1.657110e+06 +85 1.309357e+05 +86 1.751090e+04 +87 2.807423e+06 +88 8.724243e+05 +89 6.541908e+05 +90 2.079380e+06 +91 1.695984e+06 +92 1.347549e+06 +93 1.644960e+06 +94 1.888471e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ISS,MLP,0.9494400024414062,"84 820430.144414 +85 891162.632121 +86 876448.849645 +87 921676.667393 +88 863512.804542 +89 923741.167180 +90 957589.420570 +91 905919.114684 +92 876308.311834 +93 904661.242677 +94 884619.361575 +95 879417.664742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,ITBI,XGBoost,0.9649720191955566,"84 196205.656250 +85 180406.312500 +86 177601.609375 +87 193209.250000 +88 181177.078125 +89 186507.562500 +90 203618.828125 +91 180772.953125 +92 186507.562500 +93 177724.281250 +94 198693.484375 +95 188212.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,MLP,0.9587998390197754,"84 2.203230e+06 +85 2.047364e+06 +86 2.030888e+06 +87 2.194034e+06 +88 2.006706e+06 +89 2.308453e+06 +90 2.371014e+06 +91 2.354614e+06 +92 2.521200e+06 +93 2.611678e+06 +94 2.738399e+06 +95 2.658268e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,MLP,2.0007669925689697,"84 -5.542652e+05 +85 8.052656e+04 +86 1.746777e+06 +87 -6.769744e+04 +88 3.420855e+05 +89 1.261741e+06 +90 6.199977e+05 +91 7.027014e+05 +92 8.981017e+05 +93 8.540186e+05 +94 9.410452e+05 +95 -8.251742e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,SARIMAX,1.2563209533691406,"94 316816.21875 +95 351925.56250 +96 332722.50000 +97 286760.90625 +98 277317.15625 +99 277233.53125 +100 282846.75000 +101 281597.12500 +102 278937.40625 +103 296435.25000 +104 296853.87500 +105 299321.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ISS,XGBoost,1.2807390689849854,"96 271387.40625 +97 268624.06250 +98 285556.75000 +99 322011.37500 +100 325040.18750 +101 324860.84375 +102 284086.00000 +103 281285.06250 +104 278077.50000 +105 278234.81250 +106 303575.90625 +107 309548.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,MLP,1.302339792251587,"96 623402.955952 +97 459126.352812 +98 334916.282194 +99 239978.378261 +100 743956.602345 +101 684331.087218 +102 650378.064047 +103 106083.442869 +104 535704.257276 +105 648608.033514 +106 747009.561671 +107 -585433.933846 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,MLP,1.0412392616271973,"96 3.386892e+06 +97 3.172966e+06 +98 3.190649e+06 +99 3.463074e+06 +100 3.207892e+06 +101 3.690538e+06 +102 3.813841e+06 +103 3.991600e+06 +104 4.134520e+06 +105 4.297000e+06 +106 4.559135e+06 +107 4.442904e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,MLP,2.1385271549224854,"96 254104.671654 +97 205695.124292 +98 529767.340723 +99 80272.176306 +100 320758.904795 +101 566834.063674 +102 539217.466588 +103 557114.143920 +104 589588.808312 +105 647115.568496 +106 712466.961045 +107 39805.293411 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,1.0505032539367676,"89 16242.454102 +90 16644.679688 +91 14310.415039 +92 14397.226562 +93 10436.943359 +94 7212.627930 +95 7268.974609 +96 7628.063965 +97 7843.541016 +98 11984.603516 +99 12153.951172 +100 8554.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ISS,MLP,3.091867446899414,"96 24823.103034 +97 28205.316890 +98 20338.454182 +99 20979.610512 +100 25649.329327 +101 27113.197825 +102 26984.857626 +103 28311.031308 +104 31428.487714 +105 26971.543143 +106 32030.933316 +107 26189.243725 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,ITBI,MLP,3.0323173999786377,"81 -46.619279 +82 14123.580096 +83 7824.967828 +84 11599.373101 +85 15096.396141 +86 9977.258217 +87 6290.450348 +88 14860.739833 +89 11458.965578 +90 14590.379134 +91 17021.274245 +92 17930.759296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,XGBoost,1.642587423324585,"96 252655.484375 +97 226058.171875 +98 226486.000000 +99 239343.546875 +100 221816.734375 +101 237497.109375 +102 237559.734375 +103 226410.765625 +104 236690.734375 +105 236636.250000 +106 257841.359375 +107 227271.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,XGBoost,1.054495096206665,"90 17032.824219 +91 9720.340820 +92 10561.203125 +93 9991.628906 +94 11258.820312 +95 11158.438477 +96 12129.301758 +97 11115.646484 +98 12100.221680 +99 12080.044922 +100 12420.248047 +101 9589.178711 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,IPTU,XGBoost,0.9159092903137207,"78 17722.259766 +79 18822.341797 +80 11173.981445 +81 5673.255859 +82 6614.977539 +83 7589.933105 +84 7501.665039 +85 10227.129883 +86 10207.401367 +87 9651.191406 +88 9750.060547 +89 10119.688477 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ISS,XGBoost,1.1285150051116943,"96 52477.816406 +97 49963.679688 +98 48852.027344 +99 56361.429688 +100 57367.734375 +101 48220.417969 +102 51532.730469 +103 50078.054688 +104 47615.070312 +105 50005.140625 +106 48622.648438 +107 46343.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,ITBI,MLP,1.1325128078460693,"88 20210.727971 +89 49071.745948 +90 41668.500641 +91 44898.447275 +92 56242.673248 +93 32755.549047 +94 47534.269734 +95 61969.296941 +96 8858.562512 +97 52848.876931 +98 52658.323864 +99 23225.414208 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,MLP,1.0519647598266602,"96 560672.323130 +97 524189.241364 +98 520105.421127 +99 557079.638591 +100 508362.138631 +101 583356.680143 +102 598253.461100 +103 595148.693972 +104 635810.160389 +105 657850.321394 +106 688867.247984 +107 668497.282799 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,MLP,1.181274652481079,"96 -98885.264004 +97 3768.249055 +98 204370.215482 +99 -1284.770154 +100 79938.854231 +101 113520.046595 +102 78773.834397 +103 128192.995286 +104 93263.898185 +105 103137.815201 +106 131161.884119 +107 -171869.434120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,IPTU,MLP,1.7782456874847412,"88 23640.520272 +89 13952.155559 +90 4561.936032 +91 17320.473856 +92 17566.564085 +93 13206.617024 +94 -20742.375836 +95 31105.624441 +96 24262.893902 +97 -3509.163110 +98 18515.550262 +99 20821.429552 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ISS,MLP,2.6552605628967285,"96 16415.296650 +97 20216.218114 +98 15798.224495 +99 19246.210851 +100 11807.511329 +101 24132.544257 +102 8764.917261 +103 21421.743517 +104 19618.516902 +105 21084.743932 +106 25537.391657 +107 23099.118511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,ITBI,XGBoost,2.1945395469665527,"89 9067.872070 +90 25572.945312 +91 17416.644531 +92 22898.373047 +93 25573.623047 +94 10981.800781 +95 11654.433594 +96 20533.857422 +97 19130.103516 +98 11046.855469 +99 25173.542969 +100 12946.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,XGBoost,1.321366548538208,"96 347964.59375 +97 331676.00000 +98 320933.87500 +99 334841.06250 +100 310940.87500 +101 326114.62500 +102 342892.68750 +103 334113.09375 +104 331237.00000 +105 331395.37500 +106 346302.75000 +107 327580.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,MLP,1.042280673980713,"89 38151.424574 +90 6988.597658 +91 5921.594182 +92 1813.358851 +93 26275.918152 +94 29979.908725 +95 29384.111938 +96 27988.642867 +97 31372.884791 +98 38283.181494 +99 38762.601198 +100 9470.546495 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,1.3830170631408691,"86 2619.461670 +87 2557.148193 +88 3314.550537 +89 3363.189941 +90 3326.984375 +91 3049.197266 +92 2984.307373 +93 2984.307373 +94 3093.200928 +95 3116.729004 +96 3180.387695 +97 3630.293213 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ISS,MLP,1.2631068229675293,"96 26958.519100 +97 31286.981691 +98 14946.119328 +99 22075.917922 +100 19856.552024 +101 29449.005464 +102 16216.010344 +103 30063.147700 +104 30645.657712 +105 24106.004563 +106 34817.431083 +107 30127.045740 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,ITBI,MLP,1.4695818424224854,"82 11400.127651 +83 13345.007667 +84 8437.895363 +85 13352.237488 +86 13268.307199 +87 17852.561976 +88 6778.757628 +89 11927.734033 +90 17450.724245 +91 19541.208093 +92 20632.843425 +93 14593.331411 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,XGBoost,0.9978113174438477,"96 444664.68750 +97 432782.93750 +98 431690.68750 +99 442929.65625 +100 426663.18750 +101 436589.40625 +102 416709.84375 +103 416637.93750 +104 426381.25000 +105 426669.21875 +106 427754.84375 +107 425994.71875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,MLP,0.9609866142272949,"96 32091.182138 +97 60517.389384 +98 69899.075625 +99 21992.457729 +100 77664.632554 +101 98039.097431 +102 85463.518663 +103 95673.257997 +104 97035.064372 +105 109520.418841 +106 115852.300772 +107 35803.638036 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,IPTU,MLP,1.3371944427490234,"96 -20228.490692 +97 402520.635301 +98 578493.899922 +99 455979.579663 +100 560696.036308 +101 606278.348890 +102 621992.113002 +103 688340.833469 +104 732544.913574 +105 761404.767826 +106 835570.174281 +107 555790.824848 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ISS,MLP,1.8436505794525146,"96 4.597746e+05 +97 4.320344e+05 +98 5.693532e+05 +99 6.182169e+05 +100 6.588411e+05 +101 8.031781e+05 +102 8.767026e+05 +103 9.401580e+05 +104 1.069846e+06 +105 1.203334e+06 +106 1.315349e+06 +107 1.349507e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,ITBI,MLP,2.2364418506622314,"96 186603.976867 +97 108260.873940 +98 38870.331849 +99 165801.491250 +100 128018.269577 +101 85227.581947 +102 174329.162164 +103 144267.160715 +104 108687.150955 +105 186934.883161 +106 158084.477580 +107 146101.528312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,MLP,2.053696870803833,"96 1.298737e+06 +97 1.176815e+06 +98 1.160489e+06 +99 1.266159e+06 +100 1.143890e+06 +101 1.318837e+06 +102 1.346873e+06 +103 1.311019e+06 +104 1.402953e+06 +105 1.441227e+06 +106 1.490445e+06 +107 1.426034e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,MLP,1.5430448055267334,"96 94334.838458 +97 102864.645639 +98 365226.169426 +99 60544.467762 +100 269484.448004 +101 368042.904524 +102 305700.335478 +103 377652.487670 +104 399644.901707 +105 427834.503670 +106 458176.606313 +107 -108583.106016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,IPTU,XGBoost,1.0501453876495361,"91 178098.578125 +92 75105.109375 +93 60245.410156 +94 58334.777344 +95 56754.753906 +96 87942.875000 +97 58311.222656 +98 65017.570312 +99 66616.992188 +100 93944.710938 +101 78199.140625 +102 71921.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ISS,MLP,1.1566848754882812,"92 263757.706437 +93 293155.489853 +94 284136.270821 +95 280257.353308 +96 261044.804896 +97 298473.532326 +98 239703.378316 +99 269245.604802 +100 242842.657778 +101 228748.235030 +102 262975.863128 +103 248325.670219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,ITBI,XGBoost,1.655426025390625,"92 60743.488281 +93 61271.558594 +94 62114.484375 +95 69430.234375 +96 69383.132812 +97 66763.070312 +98 70773.625000 +99 70940.570312 +100 76713.140625 +101 78269.742188 +102 73325.273438 +103 73325.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,MLP,1.038668155670166,"92 1.346354e+06 +93 1.275308e+06 +94 1.266146e+06 +95 1.361042e+06 +96 1.250882e+06 +97 1.428735e+06 +98 1.472630e+06 +99 1.473228e+06 +100 1.574191e+06 +101 1.636619e+06 +102 1.713116e+06 +103 1.680644e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,MLP,1.1021900177001953,"92 81634.321684 +93 144343.853745 +94 321777.798280 +95 145125.843417 +96 294538.073760 +97 343319.424673 +98 358378.142708 +99 416914.863271 +100 417318.196910 +101 457620.828200 +102 485171.861709 +103 -88450.930449 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,MLP,1.1773014068603516,"96 1.186314e+06 +97 1.017733e+06 +98 6.764032e+05 +99 9.021373e+05 +100 -2.248427e+04 +101 1.338388e+06 +102 7.801542e+05 +103 7.255739e+05 +104 1.160210e+06 +105 9.466213e+05 +106 1.054146e+06 +107 1.111797e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ISS,MLP,1.362947940826416,"96 608213.366311 +97 673439.075133 +98 643115.233381 +99 599510.300460 +100 586948.105496 +101 666887.205626 +102 672224.482415 +103 682297.245734 +104 674419.344068 +105 710022.260939 +106 664513.068666 +107 698530.954232 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,MLP,1.603271722793579,"96 205387.900753 +97 179773.202968 +98 222575.136401 +99 251201.732397 +100 193863.041151 +101 297119.631670 +102 281172.044686 +103 168829.555143 +104 308461.767364 +105 241450.175220 +106 283993.111464 +107 286803.888362 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,MLP,2.146940231323242,"96 2.251917e+06 +97 2.118902e+06 +98 2.078248e+06 +99 2.249830e+06 +100 2.062385e+06 +101 2.365895e+06 +102 2.429641e+06 +103 2.417144e+06 +104 2.574890e+06 +105 2.811157e+06 +106 2.831226e+06 +107 2.743169e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,MLP,2.197948932647705,"96 123553.949825 +97 199117.400677 +98 635443.464086 +99 66140.811181 +100 329523.702792 +101 645367.560426 +102 494717.061777 +103 550519.420764 +104 600313.230419 +105 471209.947524 +106 711879.022841 +107 -48749.503477 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,IPTU,MLP,1.7484493255615234,"92 368919.563657 +93 281188.196247 +94 147838.414583 +95 263108.523204 +96 168780.280920 +97 -177423.932795 +98 378316.986722 +99 341964.754760 +100 132502.069511 +101 266057.275913 +102 279394.327962 +103 303372.448390 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ISS,XGBoost,1.1721692085266113,"92 48706.464844 +93 46990.507812 +94 40888.386719 +95 48823.578125 +96 47358.468750 +97 44925.117188 +98 46265.203125 +99 39241.710938 +100 48429.710938 +101 46363.726562 +102 46076.468750 +103 40692.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,ITBI,MLP,1.0296485424041748,"92 41523.353349 +93 47997.462232 +94 46892.387869 +95 44831.701574 +96 54418.301267 +97 52083.610110 +98 48002.114027 +99 49491.771301 +100 38195.749335 +101 47691.292468 +102 47119.488449 +103 47336.892899 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,MLP,1.108377456665039,"92 528408.838462 +93 499017.936857 +94 497041.821487 +95 528914.740289 +96 483207.592730 +97 551661.932726 +98 565878.023188 +99 564451.144441 +100 601904.537179 +101 623775.148614 +102 651411.993888 +103 635286.213184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,MLP,0.9714868068695068,"92 -2983.465031 +93 48768.174155 +94 246793.706765 +95 63792.984473 +96 197902.663636 +97 199952.237221 +98 179505.402921 +99 240612.240157 +100 209799.329973 +101 240914.870143 +102 259273.903624 +103 -156310.802004 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,IPTU,XGBoost,1.171158790588379,"96 150651.234375 +97 143471.000000 +98 143093.281250 +99 142735.250000 +100 100832.789062 +101 99153.195312 +102 98232.914062 +103 97314.312500 +104 114667.750000 +105 114160.671875 +106 115382.796875 +107 116352.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ISS,MLP,1.2724967002868652,"96 47477.441411 +97 177553.404221 +98 181626.640316 +99 182712.574694 +100 182897.640201 +101 168745.347529 +102 193597.535226 +103 200111.057051 +104 194309.806885 +105 205261.956403 +106 182512.359233 +107 205172.223137 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,ITBI,MLP,1.1041741371154785,"88 65432.376634 +89 60078.681737 +90 66888.395297 +91 53901.940805 +92 52118.363413 +93 77909.038470 +94 72268.378043 +95 72788.987997 +96 85118.565968 +97 93472.297326 +98 83998.805986 +99 112635.092321 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,SARIMAX,1.4263129234313965,"96 1.062077e+06 +97 9.660997e+05 +98 9.650487e+05 +99 9.654755e+05 +100 8.846572e+05 +101 9.615368e+05 +102 9.650602e+05 +103 9.470571e+05 +104 9.498327e+05 +105 9.510483e+05 +106 1.027195e+06 +107 9.718286e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,XGBoost,1.249922275543213,"95 257317.187500 +96 162901.062500 +97 139371.578125 +98 120419.289062 +99 122396.921875 +100 89215.671875 +101 108651.820312 +102 124899.851562 +103 139066.640625 +104 144451.671875 +105 143687.562500 +106 211670.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,MLP,1.097980260848999,"91 153872.459428 +92 133103.148210 +93 6217.626858 +94 -15389.739439 +95 114873.509107 +96 126151.082524 +97 107185.480259 +98 96180.351726 +99 129356.135425 +100 147529.998443 +101 151369.844730 +102 149130.207791 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,MLP,0.9404323101043701,"92 88280.460855 +93 87029.081173 +94 121323.548374 +95 78141.407960 +96 96400.170565 +97 122505.605174 +98 124539.233671 +99 131794.062567 +100 52807.195459 +101 104227.430686 +102 112191.467449 +103 13881.759176 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,MLP,1.151681661605835,"92 210381.225086 +93 225783.510238 +94 153608.674017 +95 241901.197598 +96 205804.518107 +97 250384.502111 +98 240359.666459 +99 235679.805290 +100 227998.489610 +101 282560.978692 +102 241202.643813 +103 164288.838673 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,MLP,0.9854516983032227,"92 1.959378e+06 +93 1.873061e+06 +94 1.818276e+06 +95 1.985988e+06 +96 1.817100e+06 +97 2.076239e+06 +98 2.133980e+06 +99 2.122579e+06 +100 2.271147e+06 +101 2.470230e+06 +102 2.380654e+06 +103 2.397055e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,MLP,1.1100363731384277,"90 232055.562123 +91 13152.771552 +92 82876.155555 +93 200923.081255 +94 15852.718464 +95 101446.440471 +96 173288.197526 +97 178820.510314 +98 200650.795575 +99 200386.018220 +100 226667.118395 +101 83219.565177 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,IPTU,MLP,1.7787811756134033,"96 87881.627137 +97 21569.389228 +98 -25600.394678 +99 95116.437508 +100 65337.423835 +101 24981.162754 +102 61588.016602 +103 61188.263874 +104 65241.990199 +105 64032.703979 +106 60720.427618 +107 70259.528742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ISS,XGBoost,2.096357822418213,"96 21797.128906 +97 36515.777344 +98 29884.201172 +99 31547.539062 +100 36033.480469 +101 28548.509766 +102 33386.863281 +103 22077.867188 +104 22067.523438 +105 29954.228516 +106 29754.992188 +107 28799.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,ITBI,XGBoost,1.6130445003509521,"91 30290.689453 +92 40522.730469 +93 16147.183594 +94 37906.914062 +95 21405.585938 +96 34509.824219 +97 35641.648438 +98 39174.910156 +99 35803.789062 +100 22675.033203 +101 39783.328125 +102 22515.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,MLP,1.9499781131744385,"96 1.202928e+06 +97 1.118389e+06 +98 1.106508e+06 +99 1.193908e+06 +100 1.090233e+06 +101 1.250536e+06 +102 1.280157e+06 +103 1.269829e+06 +104 1.353353e+06 +105 1.393616e+06 +106 1.454996e+06 +107 1.399756e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,MLP,1.0622785091400146,"96 8677.929683 +97 37615.569524 +98 63769.019667 +99 21114.994873 +100 33112.312936 +101 69704.695699 +102 66653.035724 +103 75773.931377 +104 81070.824674 +105 85793.822248 +106 90810.391498 +107 -3111.566760 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,IPTU,XGBoost,0.9536499977111816,"94 289270.562500 +95 305485.625000 +96 397374.437500 +97 397308.437500 +98 262537.187500 +99 196607.015625 +100 226162.187500 +101 270978.250000 +102 233965.281250 +103 288212.281250 +104 279167.843750 +105 290687.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ISS,MLP,1.5078058242797852,"96 441304.548567 +97 475651.874383 +98 439586.165621 +99 465190.549947 +100 510641.563695 +101 485424.880786 +102 512130.006693 +103 527841.827137 +104 536462.490930 +105 534414.098481 +106 527770.318111 +107 548743.913376 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,ITBI,MLP,1.1247663497924805,"96 205195.274117 +97 233099.428282 +98 211299.020674 +99 284146.264419 +100 216291.498423 +101 260015.967492 +102 292066.716642 +103 283800.770994 +104 185941.665453 +105 276708.636032 +106 234054.940381 +107 321833.627757 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,MLP,1.1785659790039062,"96 1.301581e+06 +97 1.205977e+06 +98 1.198218e+06 +99 1.300073e+06 +100 1.189298e+06 +101 1.368443e+06 +102 1.408619e+06 +103 1.395772e+06 +104 1.497594e+06 +105 1.553659e+06 +106 1.627484e+06 +107 1.584163e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,MLP,1.2809185981750488,"96 -3.588910e+05 +97 3.994420e+03 +98 1.068674e+06 +99 -2.057261e+04 +100 2.151580e+05 +101 7.040932e+05 +102 3.648388e+05 +103 4.299194e+05 +104 4.847882e+05 +105 4.976350e+05 +106 5.547132e+05 +107 -5.092549e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,IPTU,XGBoost,1.4660604000091553,"94 273769.156250 +95 311679.781250 +96 301782.593750 +97 254577.390625 +98 280347.218750 +99 186550.375000 +100 181826.921875 +101 173652.718750 +102 178976.234375 +103 181789.390625 +104 271339.843750 +105 283756.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ISS,MLP,1.6878485679626465,"96 201457.327661 +97 253808.348245 +98 233618.016255 +99 245450.661090 +100 258220.819997 +101 258082.165055 +102 191153.812995 +103 277069.907517 +104 285395.325759 +105 293320.934395 +106 316826.039341 +107 285152.996699 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,ITBI,MLP,2.5736477375030518,"96 81298.541452 +97 71459.561244 +98 88336.827096 +99 80676.559087 +100 71871.312542 +101 94459.131587 +102 13877.796597 +103 87342.060412 +104 72899.661900 +105 20973.807690 +106 76049.347890 +107 90616.740670 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,MLP,1.6797401905059814,"96 650433.434334 +97 616166.377609 +98 612281.019009 +99 663898.588528 +100 611480.534568 +101 702782.393381 +102 726553.088279 +103 725632.498254 +104 778387.571203 +105 809931.695615 +106 851766.810284 +107 838687.459990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,MLP,1.1710610389709473,"96 69577.189351 +97 155668.591997 +98 190408.043943 +99 -12936.202849 +100 154044.068007 +101 250916.681965 +102 220489.967746 +103 234976.905014 +104 246752.253781 +105 273472.315044 +106 295323.391733 +107 76982.381037 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,MLP,1.0959484577178955,"65 39954.999886 +66 49970.558499 +67 -279.720591 +68 27260.917777 +69 43281.022261 +70 30751.855732 +71 31644.989821 +72 32068.859052 +73 -27248.210909 +74 45763.701458 +75 50137.785347 +76 20615.304925 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,XGBoost,1.0659425258636475,"92 23685.718750 +93 23746.113281 +94 23746.113281 +95 28386.203125 +96 28386.203125 +97 28386.203125 +98 28386.203125 +99 30022.816406 +100 30022.816406 +101 30022.816406 +102 30022.816406 +103 30022.816406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,MLP,1.6332669258117676,"84 9295.836836 +85 21808.325328 +86 19377.475011 +87 12232.075333 +88 16494.035274 +89 11349.245503 +90 -13770.919523 +91 27280.732129 +92 19454.900559 +93 8291.767201 +94 20670.093604 +95 17202.231097 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,MLP,1.0511348247528076,"92 589725.182458 +93 595988.946044 +94 592891.953178 +95 631187.644074 +96 583136.212209 +97 663823.741502 +98 684189.571140 +99 688207.818064 +100 735953.455403 +101 766886.312378 +102 805761.368929 +103 796348.203253 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.1665363311767578,"90 91369.000000 +91 55157.292969 +92 82556.218750 +93 92915.632812 +94 92935.203125 +95 76735.953125 +96 81375.015625 +97 81375.015625 +98 81396.882812 +99 81396.882812 +100 81396.882812 +101 56600.761719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,IPTU,MLP,1.257051706314087,"84 274495.852448 +85 117724.173441 +86 -94450.712473 +87 -18496.117380 +88 368672.935950 +89 104015.334675 +90 -60126.697599 +91 259365.934575 +92 215554.352879 +93 37115.001364 +94 164323.766807 +95 201098.422646 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ISS,MLP,1.6348521709442139,"96 66824.299203 +97 74706.393931 +98 57436.212440 +99 49586.329021 +100 60446.875981 +101 75157.269487 +102 84810.789551 +103 76419.748645 +104 70571.563094 +105 61041.639561 +106 81022.043527 +107 80524.867084 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,ITBI,MLP,2.84879994392395,"96 102002.848233 +97 97906.798962 +98 95686.017068 +99 103709.205469 +100 109503.016995 +101 87745.086016 +102 106649.751898 +103 117663.650484 +104 129782.326747 +105 115317.956347 +106 125468.213304 +107 110854.495412 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,MLP,1.5679936408996582,"96 1.174265e+06 +97 1.021965e+06 +98 1.011514e+06 +99 1.193001e+06 +100 1.022967e+06 +101 1.282209e+06 +102 1.243286e+06 +103 1.219637e+06 +104 1.331561e+06 +105 1.369651e+06 +106 1.440900e+06 +107 1.405699e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,MLP,1.674217700958252,"95 6974.660697 +96 -18231.397548 +97 112089.205346 +98 86687.816292 +99 47283.418605 +100 37723.948888 +101 88859.666867 +102 112492.533407 +103 101363.679494 +104 120728.413706 +105 130705.488862 +106 -28875.919960 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,IPTU,MLP,1.63545823097229,"94 67339.705709 +95 22203.454262 +96 -73445.359495 +97 76720.547906 +98 68231.297611 +99 8958.783050 +100 35509.583917 +101 40304.721867 +102 56614.923373 +103 50798.318465 +104 39114.101538 +105 53088.914199 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ISS,MLP,1.7236394882202148,"96 21683.754889 +97 18697.130592 +98 22680.737856 +99 23430.525585 +100 21712.881087 +101 24572.036678 +102 19965.218778 +103 19739.422531 +104 24703.061021 +105 21543.483925 +106 24262.682407 +107 27445.785897 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,ITBI,MLP,1.8586370944976807,"95 26374.651759 +96 28168.562729 +97 23604.095808 +98 26429.594094 +99 19753.243567 +100 30468.181157 +101 25430.195709 +102 23289.138973 +103 23908.096734 +104 33614.882099 +105 33493.580797 +106 27150.012138 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,MLP,1.1586968898773193,"96 520953.051869 +97 479417.968688 +98 473478.203362 +99 513207.010025 +100 466664.688527 +101 536997.810353 +102 549088.529112 +103 543319.073054 +104 578548.110300 +105 595302.141947 +106 620773.464242 +107 594776.164770 +Name: Valor, dtype: float64" +Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,XGBoost,1.612013578414917,"92 16865.363281 +93 23479.986328 +94 15695.981445 +95 -21567.097656 +96 8603.597656 +97 14139.490234 +98 15621.690430 +99 10327.453125 +100 13861.177734 +101 15674.534180 +102 14339.088867 +103 -33858.863281 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,IPTU,MLP,0.9839222431182861,"80 763286.254436 +81 660066.728005 +82 472805.938290 +83 629897.189661 +84 90163.086179 +85 -319438.046793 +86 916181.635937 +87 795184.189637 +88 385921.342299 +89 540629.152325 +90 612380.503560 +91 713856.952923 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ISS,HWES,1.1523916721343994,"84 306317.81250 +85 300635.12500 +86 296180.93750 +87 295677.43750 +88 296080.12500 +89 295677.43750 +90 300686.21875 +91 300686.21875 +92 308079.68750 +93 307468.00000 +94 303473.56250 +95 284791.46875 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,ITBI,MLP,1.3016490936279297,"84 312345.312780 +85 320978.152557 +86 256664.965809 +87 237159.825093 +88 331607.434334 +89 357977.895066 +90 339830.025412 +91 296698.324807 +92 283908.031699 +93 408574.721718 +94 383231.406805 +95 367757.635332 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,MLP,1.577956199645996,"84 2.878913e+06 +85 2.686051e+06 +86 2.691096e+06 +87 2.901530e+06 +88 2.676662e+06 +89 3.078734e+06 +90 3.175111e+06 +91 3.142408e+06 +92 3.393137e+06 +93 3.523674e+06 +94 3.698477e+06 +95 3.621566e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,MLP,1.5756516456604004,"84 19841.644621 +85 170985.629143 +86 467942.825989 +87 131470.703154 +88 96237.277106 +89 450587.927357 +90 426550.209922 +91 382149.395906 +92 477431.558334 +93 467269.979020 +94 518579.617979 +95 -61951.469650 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,IPTU,SARIMAX,1.6714212894439697,"89 29797.044922 +90 41963.179688 +91 34832.945312 +92 34715.777344 +93 34911.394531 +94 29092.607422 +95 24591.822266 +96 17323.912109 +97 29651.132812 +98 35521.632812 +99 35464.269531 +100 35435.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ISS,XGBoost,0.9989230632781982,"96 13396.416992 +97 15016.877930 +98 13394.585938 +99 12553.022461 +100 15137.688477 +101 13176.962891 +102 11675.919922 +103 14586.294922 +104 15142.780273 +105 15123.397461 +106 14347.446289 +107 12230.730469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,ITBI,MLP,1.8343815803527832,"94 23120.253188 +95 18533.990186 +96 30543.513149 +97 28400.385879 +98 24212.164659 +99 17694.838272 +100 22264.317619 +101 36405.265661 +102 33348.062966 +103 38119.345129 +104 30758.458185 +105 37766.351285 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,MLP,2.22896146774292,"96 580246.172978 +97 541840.642564 +98 539284.891374 +99 581823.161414 +100 534142.260137 +101 613606.195553 +102 631177.645267 +103 629093.672084 +104 674650.444838 +105 698866.691378 +106 733543.701625 +107 712000.371766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,MLP,1.6973743438720703,"94 -13698.808559 +95 1075.625713 +96 84567.159473 +97 48732.685533 +98 33572.320519 +99 34145.503506 +100 70145.550259 +101 88665.118806 +102 72184.693413 +103 75932.091766 +104 87381.567632 +105 4988.274441 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,IPTU,MLP,2.063748598098755,"96 -474.828796 +97 -6276.294418 +98 84177.276515 +99 79776.929156 +100 42198.769566 +101 52829.356474 +102 86664.775761 +103 77404.876150 +104 72042.801531 +105 74316.242289 +106 85383.734289 +107 79143.848322 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ISS,XGBoost,1.667022705078125,"96 50168.097656 +97 54270.140625 +98 50101.207031 +99 56528.285156 +100 49000.628906 +101 50228.566406 +102 52148.945312 +103 49027.875000 +104 52319.054688 +105 54229.546875 +106 56757.265625 +107 56696.789062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,ITBI,XGBoost,1.0333147048950195,"96 48566.636719 +97 46844.109375 +98 50115.402344 +99 51064.078125 +100 49605.519531 +101 48123.230469 +102 48123.230469 +103 82732.687500 +104 39181.753906 +105 49757.027344 +106 84321.453125 +107 47767.839844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,XGBoost,1.282426118850708,"96 796297.8750 +97 678761.3125 +98 621713.1250 +99 662770.5625 +100 557850.7500 +101 618281.1250 +102 623056.0000 +103 569068.3125 +104 592964.2500 +105 653277.8125 +106 654697.3750 +107 583503.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,MLP,1.5206003189086914,"96 -52733.594523 +97 33256.631306 +98 181465.366483 +99 1911.768793 +100 92011.941909 +101 144269.453098 +102 102512.200916 +103 133258.331726 +104 128025.008403 +105 133099.486535 +106 149682.372210 +107 -95626.570440 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,IPTU,XGBoost,1.5641019344329834,"84 17424.763672 +85 13488.088867 +86 16239.823242 +87 17325.121094 +88 17270.101562 +89 16956.814453 +90 16262.880859 +91 18001.675781 +92 16385.048828 +93 23233.244141 +94 20654.824219 +95 20672.322266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ISS,XGBoost,0.9325616359710693,"84 49834.675781 +85 75670.359375 +86 67469.390625 +87 63304.406250 +88 67590.039062 +89 63308.621094 +90 48077.851562 +91 79279.484375 +92 67465.171875 +93 67585.828125 +94 66749.296875 +95 55700.253906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,ITBI,MLP,1.4206712245941162,"69 -190884.615718 +70 120204.744877 +71 115575.999266 +72 -79048.430112 +73 27449.954036 +74 84231.308085 +75 45995.002928 +76 15768.182884 +77 35225.707944 +78 76031.636098 +79 45275.523292 +80 29220.023651 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,AR,2.5081655979156494,"84 406250.18750 +85 391821.46875 +86 391530.56250 +87 385855.34375 +88 354946.46875 +89 360453.50000 +90 360312.37500 +91 349999.09375 +92 281130.37500 +93 285483.84375 +94 306483.50000 +95 281958.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,MLP,1.9159183502197266,"84 -42675.417793 +85 41249.693075 +86 103449.672109 +87 -22795.548971 +88 66469.884318 +89 87856.800590 +90 83517.649461 +91 114556.894466 +92 95123.966588 +93 105288.053404 +94 74962.720186 +95 -106726.367258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,IPTU,MLP,1.906775712966919,"94 2.032415e+06 +95 1.781729e+06 +96 1.161753e+06 +97 -1.100954e+06 +98 2.141002e+06 +99 2.352033e+06 +100 9.410574e+05 +101 1.361128e+06 +102 1.629545e+06 +103 1.900451e+06 +104 1.830250e+06 +105 1.600414e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ISS,MLP,1.1388368606567383,"96 2.213566e+06 +97 2.774641e+06 +98 2.455151e+06 +99 2.587786e+06 +100 2.752863e+06 +101 2.751270e+06 +102 2.761662e+06 +103 2.885564e+06 +104 2.837579e+06 +105 3.138674e+06 +106 2.759594e+06 +107 2.864153e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,ITBI,XGBoost,1.142071008682251,"96 492427.28125 +97 495688.28125 +98 498675.59375 +99 609914.50000 +100 611153.93750 +101 607785.75000 +102 558686.31250 +103 387848.53125 +104 608808.75000 +105 608094.75000 +106 602120.81250 +107 556026.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,XGBoost,1.0893518924713135,"96 7097842.5 +97 6433610.5 +98 6490671.0 +99 6758713.5 +100 5846577.5 +101 6533245.0 +102 6642035.5 +103 6741946.0 +104 6599543.0 +105 6599543.0 +106 7088314.0 +107 6609582.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,XGBoost,1.4170124530792236,"96 2482432.50 +97 2692196.75 +98 2556572.75 +99 2633402.00 +100 2633402.00 +101 2863909.00 +102 2863909.00 +103 2863909.00 +104 2863909.00 +105 2863909.00 +106 3084008.75 +107 2633508.50 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,IPTU,XGBoost,1.0677406787872314,"90 18538.203125 +91 20295.064453 +92 18646.289062 +93 18545.005859 +94 12293.433594 +95 13283.372070 +96 13119.928711 +97 13124.355469 +98 18255.029297 +99 19689.164062 +100 18391.513672 +101 18644.939453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ISS,SARIMAX,1.0430049896240234,"96 16484.041016 +97 16768.402344 +98 16976.142578 +99 16999.531250 +100 17006.189453 +101 17006.189453 +102 17006.189453 +103 17006.189453 +104 16999.531250 +105 17006.189453 +106 17006.189453 +107 17006.189453 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,ITBI,SES,2.473647356033325,"95 29253.716797 +96 28152.457031 +97 27249.322266 +98 25913.777344 +99 27223.710938 +100 28287.552734 +101 22076.509766 +102 29001.207031 +103 29600.486328 +104 22351.957031 +105 25935.779297 +106 29600.486328 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,XGBoost,1.5153818130493164,"96 432188.46875 +97 408284.37500 +98 395344.56250 +99 422755.15625 +100 428362.31250 +101 416333.03125 +102 414738.03125 +103 420591.93750 +104 421348.43750 +105 424212.93750 +106 424212.93750 +107 425067.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,MLP,1.079474687576294,"96 -1135.430600 +97 14188.402442 +98 72674.075776 +99 10853.020142 +100 37399.090564 +101 70612.645089 +102 53983.400031 +103 62546.171011 +104 65144.192862 +105 70478.107822 +106 78916.820173 +107 -25700.809522 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,IPTU,XGBoost,1.4437682628631592,"96 18365.625000 +97 20632.585938 +98 21610.208984 +99 21665.433594 +100 22163.935547 +101 22286.812500 +102 21620.103516 +103 21620.103516 +104 23689.003906 +105 27029.500000 +106 28080.919922 +107 28080.919922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ISS,XGBoost,1.1084136962890625,"96 15934.096680 +97 15646.728516 +98 19888.611328 +99 16314.696289 +100 16180.881836 +101 19717.148438 +102 16297.045898 +103 16128.724609 +104 19773.558594 +105 14888.201172 +106 19450.810547 +107 18248.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,ITBI,MLP,0.906064510345459,"88 14704.916681 +89 17902.310495 +90 12208.359816 +91 18473.542012 +92 9309.766210 +93 10929.337385 +94 12522.656366 +95 12783.681563 +96 9173.482629 +97 15064.059039 +98 10860.715330 +99 18050.722722 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,MLP,1.1879808902740479,"96 428158.917113 +97 398646.248283 +98 397386.513076 +99 433678.371090 +100 400307.969856 +101 460917.149742 +102 476817.677088 +103 474766.640933 +104 510218.703520 +105 531150.589209 +106 557591.935827 +107 546994.398054 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,XGBoost,1.8186962604522705,"96 69095.906250 +97 72802.453125 +98 77111.218750 +99 76954.968750 +100 77655.812500 +101 84172.156250 +102 85572.453125 +103 99418.179688 +104 128745.117188 +105 128890.296875 +106 128767.250000 +107 105154.765625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,IPTU,XGBoost,3.442436456680298,"96 6462.287109 +97 4464.976562 +98 1003.032776 +99 641.439941 +100 1523.327759 +101 1247.373291 +102 1850.571899 +103 1283.274048 +104 740.607239 +105 2002.368530 +106 2067.670654 +107 1898.978394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ISS,XGBoost,1.5254173278808594,"96 20885.539062 +97 40311.929688 +98 40543.593750 +99 46368.726562 +100 48373.941406 +101 46737.371094 +102 52572.222656 +103 34056.535156 +104 48219.914062 +105 46266.019531 +106 45672.785156 +107 45630.886719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,ITBI,XGBoost,1.664945363998413,"82 8452.754883 +83 4295.263672 +84 4867.559570 +85 7820.315430 +86 5559.745117 +87 5397.230957 +88 4431.997070 +89 4456.835449 +90 10501.468750 +91 3448.636230 +92 4547.032227 +93 4764.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,MLP,1.0668253898620605,"96 439155.869749 +97 415663.877674 +98 413498.748963 +99 449023.547594 +100 413791.190416 +101 475802.608458 +102 492611.662211 +103 491836.661073 +104 528379.907195 +105 550691.055528 +106 579280.571153 +107 572002.909569 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,MLP,1.444636344909668,"94 -47838.844518 +95 2719.041294 +96 95293.187157 +97 -8225.691517 +98 20636.890334 +99 55793.648633 +100 24372.126025 +101 36066.851675 +102 37030.842384 +103 38302.922691 +104 42787.701717 +105 -58446.245172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,IPTU,MLP,2.4006900787353516,"96 -51281.783575 +97 102581.407190 +98 134637.116014 +99 119795.587868 +100 155489.603263 +101 125940.231284 +102 153698.819126 +103 181715.351787 +104 158591.587081 +105 163391.244378 +106 190937.822570 +107 162186.664781 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ISS,XGBoost,1.2179837226867676,"96 257343.718750 +97 269951.156250 +98 279571.625000 +99 280587.812500 +100 292732.781250 +101 260905.703125 +102 257295.703125 +103 327568.375000 +104 295955.187500 +105 312698.437500 +106 274405.250000 +107 292042.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,ITBI,MLP,1.052351951599121,"96 284121.190215 +97 2337.475071 +98 243071.267107 +99 514562.292708 +100 351036.087340 +101 383581.126168 +102 407768.294138 +103 477401.416975 +104 246755.353866 +105 376070.814363 +106 -110612.487279 +107 219882.255230 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,XGBoost,1.9043805599212646,"95 1691883.625 +96 1654806.000 +97 2068904.500 +98 2103446.250 +99 2150298.750 +100 2017698.125 +101 2415880.250 +102 1991144.375 +103 2899987.750 +104 2302062.500 +105 2356410.750 +106 2434701.250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,XGBoost,1.9273180961608887,"77 218800.656250 +78 184327.515625 +79 188520.000000 +80 180682.750000 +81 183805.109375 +82 189338.203125 +83 189338.203125 +84 189338.203125 +85 395011.718750 +86 378494.250000 +87 384907.468750 +88 413477.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,XGBoost,1.4093971252441406,"88 12431.172852 +89 13366.635742 +90 13906.464844 +91 14419.568359 +92 6839.460449 +93 5749.553223 +94 9443.334961 +95 9737.028320 +96 11889.145508 +97 14699.152344 +98 13935.267578 +99 14443.844727 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,XGBoost,0.8992702960968018,"96 13905.789062 +97 18149.785156 +98 13612.695312 +99 18030.568359 +100 22517.128906 +101 14260.011719 +102 14846.299805 +103 15051.697266 +104 14260.011719 +105 14846.299805 +106 16607.669922 +107 15680.382812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,XGBoost,0.9815239906311035,"90 23557.734375 +91 31365.240234 +92 35068.218750 +93 22444.904297 +94 23698.199219 +95 26272.638672 +96 22435.791016 +97 22424.695312 +98 26265.105469 +99 22390.162109 +100 22462.806641 +101 22410.380859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,MLP,1.1328818798065186,"96 650665.348553 +97 603425.336989 +98 597929.177192 +99 643879.706679 +100 585749.605756 +101 672933.570162 +102 689420.148204 +103 682569.407398 +104 729693.855972 +105 753846.395675 +106 787971.767736 +107 760821.678004 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,MLP,1.0891647338867188,"90 -9279.430932 +91 8609.126048 +92 66138.736839 +93 1588.401172 +94 45335.800757 +95 18902.988465 +96 39195.097712 +97 59113.568102 +98 32294.832393 +99 47176.032588 +100 53717.861620 +101 -42393.069815 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,IPTU,MLP,2.0093984603881836,"96 2.493296e+06 +97 1.374655e+06 +98 9.805636e+05 +99 2.140935e+06 +100 -5.690188e+05 +101 7.416295e+05 +102 3.341904e+06 +103 8.196108e+05 +104 7.768958e+05 +105 2.266584e+06 +106 1.775171e+06 +107 1.247630e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ISS,MLP,1.151477575302124,"96 1.591214e+06 +97 1.727759e+06 +98 1.619661e+06 +99 1.673723e+06 +100 1.665025e+06 +101 1.617769e+06 +102 1.663845e+06 +103 1.671237e+06 +104 1.640241e+06 +105 1.621049e+06 +106 1.223641e+06 +107 1.487277e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,ITBI,MLP,1.169306755065918,"96 507083.019969 +97 569539.536743 +98 600431.185449 +99 545765.914259 +100 549149.702732 +101 601379.314583 +102 526403.986232 +103 480332.448253 +104 393872.757035 +105 565663.490543 +106 555338.030316 +107 480462.017448 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,MLP,1.7398436069488525,"96 6.651216e+06 +97 6.610158e+06 +98 6.559375e+06 +99 7.000922e+06 +100 6.418222e+06 +101 7.333086e+06 +102 7.527826e+06 +103 7.483165e+06 +104 7.993211e+06 +105 8.264620e+06 +106 8.643772e+06 +107 8.348365e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,MLP,3.3017871379852295,"96 -5.392610e+05 +97 3.127048e+05 +98 3.001784e+06 +99 2.522860e+05 +100 1.225779e+06 +101 2.251943e+06 +102 1.739868e+06 +103 2.122534e+06 +104 1.966941e+06 +105 2.187311e+06 +106 2.482013e+06 +107 -1.867682e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,IPTU,HWES,1.7899060249328613,"90 42455.347656 +91 30308.832031 +92 27535.839844 +93 40204.070312 +94 39796.441406 +95 11928.215820 +96 12068.056641 +97 12098.000977 +98 13092.731445 +99 12493.565430 +100 14316.532227 +101 39251.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ISS,MLP,1.6588163375854492,"96 47937.921667 +97 49208.663568 +98 50449.801157 +99 45208.643002 +100 44626.926786 +101 49464.529730 +102 38984.712427 +103 51770.619803 +104 45390.636172 +105 40750.944419 +106 50922.394608 +107 50473.255999 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,ITBI,SARIMAX,1.4773662090301514,"95 32305.634766 +96 38153.320312 +97 38961.003906 +98 39712.027344 +99 30835.847656 +100 32265.378906 +101 40399.968750 +102 32912.316406 +103 30835.847656 +104 40651.335938 +105 38086.132812 +106 30835.847656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,MLP,1.991682767868042,"96 9.327470e+05 +97 8.708902e+05 +98 9.242130e+05 +99 8.813269e+05 +100 8.478150e+05 +101 1.107962e+06 +102 1.021006e+06 +103 1.026671e+06 +104 1.102287e+06 +105 1.125417e+06 +106 1.193781e+06 +107 1.158774e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,MLP,1.9135024547576904,"96 9226.257549 +97 80100.835996 +98 65361.138134 +99 127197.691914 +100 132648.433190 +101 -27073.193750 +102 149114.479842 +103 170989.113412 +104 140182.125953 +105 157749.415898 +106 151990.041619 +107 -9993.351960 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,IPTU,HWES,1.9600141048431396,"72 46387.121094 +73 50976.683594 +74 38696.261719 +75 34833.984375 +76 33751.195312 +77 29671.054688 +78 32999.285156 +79 42365.320312 +80 44925.550781 +81 44643.031250 +82 41880.363281 +83 29521.990234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ISS,XGBoost,1.6685717105865479,"72 137383.718750 +73 170452.296875 +74 147715.531250 +75 150760.000000 +76 146256.000000 +77 128910.789062 +78 141706.671875 +79 126281.085938 +80 136762.796875 +81 147677.234375 +82 146416.421875 +83 147219.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,ITBI,MLP,0.9635674953460693,"72 114627.330187 +73 118800.756602 +74 63710.317475 +75 130615.286810 +76 102512.623125 +77 110878.030689 +78 91865.589890 +79 66343.905795 +80 112519.129349 +81 101767.256414 +82 70838.911289 +83 127893.688498 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,MLP,0.9867806434631348,"72 1.343415e+06 +73 1.271274e+06 +74 1.277404e+06 +75 1.397574e+06 +76 1.311491e+06 +77 1.512683e+06 +78 1.578136e+06 +79 1.595142e+06 +80 1.719279e+06 +81 1.804589e+06 +82 1.910517e+06 +83 1.903914e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,MLP,1.5127062797546387,"72 42802.390166 +73 108988.032311 +74 216788.342078 +75 23385.911958 +76 180386.513652 +77 234000.801209 +78 223119.025467 +79 252647.131811 +80 253144.942619 +81 279405.160943 +82 301864.666267 +83 49883.366732 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,AR,1.83514404296875,"96 53969.613281 +97 50073.453125 +98 51754.789062 +99 50435.355469 +100 66308.953125 +101 50600.914062 +102 64701.234375 +103 49574.742188 +104 52173.445312 +105 52473.960938 +106 72403.195312 +107 50096.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ISS,MLP,1.032468557357788,"96 80949.464334 +97 110551.442220 +98 105586.224854 +99 97890.880623 +100 117561.450938 +101 115308.145688 +102 102015.084343 +103 113080.683479 +104 121787.185709 +105 120581.725993 +106 127649.870544 +107 108118.512255 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,MLP,1.3638334274291992,"96 -17010.455670 +97 42844.200630 +98 60871.393925 +99 39717.334035 +100 42302.147996 +101 41068.132482 +102 58467.821272 +103 40379.233401 +104 30772.168924 +105 53061.179404 +106 46052.924472 +107 30888.255661 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,XGBoost,1.5934665203094482,"96 490444.59375 +97 479453.31250 +98 479747.34375 +99 494827.65625 +100 481575.87500 +101 482111.46875 +102 470151.71875 +103 469323.21875 +104 471623.81250 +105 471643.21875 +106 490994.21875 +107 468871.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,SARIMAX,2.1386544704437256,"96 253045.468750 +97 260188.671875 +98 260188.671875 +99 275405.093750 +100 275405.093750 +101 265888.531250 +102 328995.656250 +103 319674.875000 +104 330836.937500 +105 513882.312500 +106 513882.312500 +107 358038.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,SARIMAX,1.4201183319091797,"90 14825.522461 +91 18495.679688 +92 17170.302734 +93 16609.025391 +94 14759.559570 +95 7802.880859 +96 7957.384766 +97 13141.228516 +98 14138.782227 +99 14772.847656 +100 15823.781250 +101 15199.005859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,MLP,1.8705880641937256,"96 4185.888827 +97 4839.767583 +98 8900.309460 +99 9164.999205 +100 9707.537199 +101 10123.402652 +102 7249.091563 +103 8769.595136 +104 12412.205297 +105 12107.325405 +106 8076.949436 +107 7473.891150 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,MLP,0.957535982131958,"92 118204.325062 +93 64497.663248 +94 57072.673718 +95 119708.276648 +96 102806.221181 +97 80363.540275 +98 122622.978757 +99 118861.582219 +100 88576.451313 +101 142441.805838 +102 134426.031563 +103 79695.249238 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,MLP,1.030726671218872,"96 684975.993143 +97 638458.717339 +98 631174.857599 +99 682112.737548 +100 625102.752859 +101 718367.225219 +102 785825.353132 +103 699259.607329 +104 787687.354214 +105 822877.252065 +106 854084.881306 +107 840000.641363 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,XGBoost,1.4609887599945068,"88 52209.835938 +89 62143.710938 +90 62408.597656 +91 57563.816406 +92 59173.320312 +93 66044.476562 +94 68549.031250 +95 77246.531250 +96 96826.320312 +97 97006.281250 +98 97006.281250 +99 142623.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,IPTU,SARIMAX,1.4498095512390137,"96 467261.468750 +97 343160.562500 +98 311022.062500 +99 270815.875000 +100 272470.812500 +101 263314.125000 +102 267844.968750 +103 263314.125000 +104 258673.546875 +105 258673.546875 +106 246104.031250 +107 258673.546875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ISS,XGBoost,1.4213032722473145,"96 700657.5000 +97 700657.5000 +98 737666.6875 +99 737666.6875 +100 737666.6875 +101 737666.6875 +102 737666.6875 +103 737666.6875 +104 737666.6875 +105 737666.6875 +106 737666.6875 +107 737666.6875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,ITBI,MLP,1.1130156517028809,"96 240289.401988 +97 377121.590693 +98 431341.518459 +99 479401.624531 +100 425431.203496 +101 432094.445788 +102 428796.249663 +103 418283.383379 +104 500043.933118 +105 513893.983847 +106 579366.923442 +107 472308.329153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,MLP,1.0213818550109863,"96 4.729675e+06 +97 4.430580e+06 +98 4.423222e+06 +99 4.810237e+06 +100 4.448181e+06 +101 5.116687e+06 +102 5.295373e+06 +103 5.295273e+06 +104 5.688078e+06 +105 5.926475e+06 +106 6.235855e+06 +107 6.127945e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,MLP,1.062349796295166,"96 -2.244724e+05 +97 1.689645e+05 +98 1.263486e+06 +99 9.411120e+04 +100 6.426451e+05 +101 1.013198e+06 +102 7.423768e+05 +103 9.388981e+05 +104 8.851102e+05 +105 9.675729e+05 +106 1.080426e+06 +107 -6.881431e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,IPTU,XGBoost,1.4215047359466553,"90 264443.718750 +91 278773.718750 +92 289810.906250 +93 205315.234375 +94 198629.937500 +95 236882.968750 +96 198114.671875 +97 189317.734375 +98 186883.921875 +99 186502.750000 +100 187310.250000 +101 250181.109375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ISS,MLP,1.9354956150054932,"92 248160.564003 +93 316595.703808 +94 305480.776389 +95 273680.984524 +96 286785.542941 +97 -43731.905701 +98 220783.521057 +99 365577.381599 +100 258278.800155 +101 294494.084523 +102 294247.898906 +103 318437.975911 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,ITBI,MLP,1.8485801219940186,"92 109406.712624 +93 115826.654549 +94 117233.908650 +95 128272.099686 +96 124822.039553 +97 114335.044617 +98 133111.985158 +99 67181.988893 +100 118121.741742 +101 99895.104633 +102 113655.892720 +103 135683.399766 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,MLP,1.877101182937622,"92 1.269846e+06 +93 1.199180e+06 +94 1.197395e+06 +95 1.279476e+06 +96 1.173688e+06 +97 1.341722e+06 +98 1.380246e+06 +99 1.377678e+06 +100 1.471004e+06 +101 1.526471e+06 +102 1.594732e+06 +103 1.560408e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,MLP,1.9961609840393066,"92 61376.481877 +93 168369.856198 +94 329380.699103 +95 140391.474627 +96 256339.316614 +97 294807.879519 +98 316599.874494 +99 351181.819053 +100 351286.612100 +101 387026.186248 +102 405572.907587 +103 11201.001941 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,IPTU,XGBoost,1.150224208831787,"74 12490.514648 +75 12953.738281 +76 2753.225342 +77 2133.888184 +78 6153.937012 +79 7311.736816 +80 7385.751953 +81 7254.250977 +82 12523.193359 +83 2847.797607 +84 12538.397461 +85 3137.447754 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ISS,XGBoost,1.5953035354614258,"96 12247.149414 +97 14011.838867 +98 13904.808594 +99 14167.988281 +100 14675.426758 +101 14619.818359 +102 13492.718750 +103 14067.667969 +104 15112.149414 +105 14968.652344 +106 15540.346680 +107 14754.683594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,ITBI,MLP,1.7464838027954102,"89 19851.072203 +90 18737.171023 +91 7041.527926 +92 14197.522107 +93 15780.519205 +94 15398.701487 +95 17596.061773 +96 6815.183323 +97 15304.513517 +98 20338.648306 +99 19385.813342 +100 22051.806789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,XGBoost,1.0748276710510254,"96 289004.12500 +97 276861.12500 +98 280265.18750 +99 291917.09375 +100 256137.31250 +101 276944.90625 +102 289203.21875 +103 276987.37500 +104 279491.25000 +105 278951.03125 +106 295257.43750 +107 263713.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,XGBoost,1.1673469543457031,"92 38599.207031 +93 39521.765625 +94 38003.750000 +95 38579.195312 +96 38618.808594 +97 39715.476562 +98 39715.476562 +99 39715.476562 +100 39715.476562 +101 39715.476562 +102 85714.062500 +103 75537.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,0.9120974540710449,"81 6880.863281 +82 7385.619141 +83 8479.912109 +84 8500.127930 +85 6064.962891 +86 6049.431152 +87 4937.738281 +88 2969.099854 +89 4131.972656 +90 5576.357422 +91 8822.009766 +92 9871.637695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ISS,XGBoost,1.7562487125396729,"96 12179.501953 +97 17040.306641 +98 17048.976562 +99 17411.111328 +100 20885.572266 +101 37218.156250 +102 38926.398438 +103 39239.101562 +104 39767.117188 +105 39767.117188 +106 38728.066406 +107 37459.335938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,ITBI,XGBoost,2.8899383544921875,"82 7922.136719 +83 5414.057129 +84 5936.043457 +85 10362.387695 +86 11898.819336 +87 17404.490234 +88 17208.175781 +89 5078.402344 +90 15690.002930 +91 4781.843262 +92 17168.693359 +93 17228.134766 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,XGBoost,1.3293702602386475,"96 408699.90625 +97 352507.87500 +98 337099.75000 +99 389124.37500 +100 315757.06250 +101 380224.40625 +102 390674.56250 +103 367456.53125 +104 315223.50000 +105 392090.90625 +106 411908.46875 +107 316832.31250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,MLP,1.1137664318084717,"91 3310.428572 +92 24336.096687 +93 49128.000563 +94 23639.775133 +95 38537.532632 +96 45138.461356 +97 14286.896712 +98 54086.872354 +99 58257.041557 +100 49019.703808 +101 55785.708703 +102 -5468.406349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,IPTU,SARIMAX,1.1548810005187988,"96 300821.343750 +97 348136.000000 +98 261749.421875 +99 267094.937500 +100 251052.437500 +101 239967.734375 +102 250108.046875 +103 244549.703125 +104 232300.859375 +105 223529.609375 +106 250405.250000 +107 203041.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ISS,MLP,0.9738874435424805,"96 9.417877e+05 +97 1.233634e+06 +98 9.201050e+05 +99 1.096189e+06 +100 1.092697e+06 +101 1.108907e+06 +102 1.209875e+06 +103 1.153227e+06 +104 1.164725e+06 +105 1.255989e+06 +106 1.002158e+06 +107 1.249894e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,ITBI,MLP,1.2562031745910645,"96 240360.004349 +97 190248.967791 +98 192865.381506 +99 216312.943823 +100 167454.363311 +101 225882.738281 +102 210434.068982 +103 204509.988118 +104 241309.077082 +105 231814.696904 +106 245961.720868 +107 294042.170989 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,MLP,1.8217957019805908,"96 3.884833e+06 +97 3.620089e+06 +98 3.615693e+06 +99 3.976444e+06 +100 3.695662e+06 +101 4.258163e+06 +102 4.425883e+06 +103 4.416459e+06 +104 4.757146e+06 +105 4.969364e+06 +106 5.223219e+06 +107 5.158524e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,MLP,1.6581838130950928,"96 2.089100e+05 +97 3.118145e+05 +98 7.981201e+05 +99 1.381285e+05 +100 4.529504e+05 +101 7.877921e+05 +102 7.316277e+05 +103 8.145615e+05 +104 8.159049e+05 +105 9.087972e+05 +106 1.009047e+06 +107 -9.554343e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,IPTU,SARIMAX,3.4386098384857178,"82 24907.042969 +83 21020.066406 +84 21163.494141 +85 18789.958984 +86 18830.525391 +87 18199.939453 +88 20069.964844 +89 26518.822266 +90 21907.763672 +91 21907.763672 +92 21907.763672 +93 21876.716797 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ISS,MLP,1.4636321067810059,"84 28841.655366 +85 39951.491887 +86 34544.793969 +87 32863.596480 +88 33816.132188 +89 27718.383759 +90 33564.936825 +91 31000.820588 +92 32963.052330 +93 35111.997594 +94 35849.960244 +95 32377.010397 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,ITBI,MLP,0.9561781883239746,"82 16415.735618 +83 19139.709249 +84 17121.949682 +85 17337.639334 +86 13263.764952 +87 13890.228405 +88 18471.371839 +89 17750.790953 +90 13216.731392 +91 22071.380786 +92 21885.095751 +93 22038.500394 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,XGBoost,1.1243565082550049,"96 546680.18750 +97 503648.90625 +98 498944.75000 +99 515841.25000 +100 459282.37500 +101 486259.71875 +102 502845.09375 +103 511651.28125 +104 520305.59375 +105 513962.50000 +106 530216.81250 +107 497556.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,MLP,0.989738941192627,"96 -49685.989792 +97 11335.878629 +98 147931.536576 +99 10573.998714 +100 52591.932040 +101 104619.171765 +102 60675.155897 +103 75251.619150 +104 85490.483788 +105 80566.300880 +106 87089.520596 +107 -56126.660341 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,IPTU,MLP,1.8480045795440674,"88 9984.059334 +89 8185.750960 +90 5212.173618 +91 4226.662412 +92 -449.682447 +93 8499.897946 +94 8952.728069 +95 6202.779387 +96 8195.226926 +97 8675.188909 +98 10392.750392 +99 10156.729291 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ISS,MLP,1.7106986045837402,"96 16086.267967 +97 17269.920993 +98 16730.712314 +99 16670.994441 +100 16446.103086 +101 13944.470682 +102 11720.764189 +103 16258.738454 +104 12185.621220 +105 13471.232535 +106 13894.618253 +107 10993.074516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,ITBI,XGBoost,2.7333946228027344,"84 8350.971680 +85 2766.375000 +86 3753.592529 +87 4215.238281 +88 2659.328125 +89 2559.498535 +90 3943.956543 +91 2559.785400 +92 4275.277344 +93 2543.898926 +94 4629.082031 +95 2698.455322 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,MLP,1.8590972423553467,"96 375639.765756 +97 352349.263302 +98 351581.319324 +99 382330.252102 +100 353835.530480 +101 406360.102066 +102 419926.550477 +103 419418.530204 +104 449065.597115 +105 466081.972480 +106 488505.292722 +107 478110.529436 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,SARIMAX,2.696739673614502,"96 19418.259766 +97 16984.685547 +98 15435.461914 +99 15467.051758 +100 15387.711914 +101 15526.625977 +102 15777.356445 +103 15777.356445 +104 15870.036133 +105 15870.036133 +106 15870.036133 +107 15513.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,IPTU,HWES,1.2330384254455566,"96 1.209937e+06 +97 9.735344e+05 +98 9.264944e+05 +99 9.771129e+05 +100 9.771129e+05 +101 9.751457e+05 +102 1.209337e+06 +103 1.210740e+06 +104 1.207552e+06 +105 1.207552e+06 +106 1.207552e+06 +107 1.206149e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ISS,MLP,0.9092488288879395,"96 102535.554318 +97 125522.838989 +98 121338.749435 +99 106264.732675 +100 131687.332869 +101 104640.695396 +102 122091.642239 +103 134719.301337 +104 118467.144291 +105 147998.899715 +106 141886.780881 +107 115249.021884 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,ITBI,SES,1.290421485900879,"96 106622.648438 +97 115897.281250 +98 79410.281250 +99 112847.945312 +100 109997.250000 +101 80143.601562 +102 107847.039062 +103 115475.867188 +104 112752.054688 +105 103122.000000 +106 85460.671875 +107 114072.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,XGBoost,1.0635035037994385,"96 519595.62500 +97 484010.71875 +98 487701.65625 +99 524806.50000 +100 489580.37500 +101 496339.96875 +102 496262.53125 +103 489722.21875 +104 494513.78125 +105 508509.65625 +106 495151.46875 +107 488912.00000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,MLP,1.0107181072235107,"87 30194.906106 +88 65955.840462 +89 98888.711161 +90 29562.149918 +91 72414.251530 +92 99114.241482 +93 94139.254782 +94 119025.713773 +95 122891.693327 +96 130006.015451 +97 136335.603290 +98 58900.857061 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,1.2468547821044922,"86 83453.187500 +87 85735.148438 +88 82997.953125 +89 82835.773438 +90 79916.007812 +91 63047.406250 +92 79455.976562 +93 82749.304688 +94 82749.304688 +95 82749.304688 +96 82749.304688 +97 82749.304688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ISS,MLP,2.333381175994873,"96 117054.626144 +97 120902.156664 +98 177982.491437 +99 132533.877715 +100 165360.848126 +101 25576.893893 +102 89564.951577 +103 106861.762819 +104 105664.292876 +105 128457.297594 +106 104333.966706 +107 -202708.558613 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,ITBI,MLP,1.8770043849945068,"96 72367.762075 +97 102181.439884 +98 27347.409518 +99 80401.976062 +100 109253.544757 +101 61848.627578 +102 106176.423803 +103 104402.629081 +104 93702.891934 +105 92335.415684 +106 118641.195744 +107 118304.358029 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,XGBoost,1.7144908905029297,"96 895734.0000 +97 933853.1250 +98 836239.3750 +99 880020.3125 +100 839169.5000 +101 776091.5625 +102 821141.4375 +103 836305.8125 +104 887743.6250 +105 862104.5000 +106 901107.6250 +107 836239.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,MLP,1.8474934101104736,"96 10915.954498 +97 -102168.075964 +98 303796.352239 +99 156848.019581 +100 180216.114859 +101 212202.126311 +102 221512.937981 +103 260665.952294 +104 246611.129084 +105 264781.272679 +106 286806.943788 +107 -125217.769390 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,1.330418586730957,"96 301872.875000 +97 310682.250000 +98 301593.937500 +99 266202.656250 +100 244888.609375 +101 262911.500000 +102 263045.125000 +103 262697.906250 +104 264644.593750 +105 262697.906250 +106 264870.562500 +107 262697.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ISS,MLP,1.491793155670166,"96 556605.465543 +97 587238.381153 +98 589624.267259 +99 554470.860555 +100 595368.205855 +101 564836.015345 +102 574455.238791 +103 627028.346463 +104 587223.728223 +105 635511.668146 +106 632049.576981 +107 614738.980534 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,MLP,1.1505506038665771,"96 520576.533388 +97 593328.578981 +98 490288.724780 +99 691483.948641 +100 577645.495069 +101 676429.345114 +102 664664.788013 +103 645494.869277 +104 529537.149533 +105 710126.154649 +106 562936.436481 +107 407771.149718 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,XGBoost,1.01680588722229,"96 2552811.75 +97 2380889.00 +98 2408480.25 +99 2512217.25 +100 2400730.50 +101 2406751.25 +102 2437368.00 +103 2414312.00 +104 2438844.75 +105 2539964.75 +106 2553949.00 +107 2344287.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,XGBoost,1.3768484592437744,"96 1553574.250 +97 1553574.250 +98 1514343.875 +99 1514343.875 +100 1514343.875 +101 1514343.875 +102 1514343.875 +103 1514343.875 +104 1514343.875 +105 1514343.875 +106 1514343.875 +107 1514343.875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,IPTU,Prophet,1.4326300621032715,"96 3689736.50 +97 3689736.50 +98 3689736.50 +99 3689736.50 +100 3689736.50 +101 4032389.75 +102 4032389.75 +103 4032389.75 +104 4032389.75 +105 4032389.75 +106 4032389.75 +107 4032389.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ISS,MLP,2.1051623821258545,"96 1.005564e+06 +97 9.019301e+05 +98 9.935575e+05 +99 1.034080e+06 +100 1.075436e+06 +101 9.968202e+05 +102 9.949727e+05 +103 1.067181e+06 +104 1.079642e+06 +105 9.491840e+05 +106 9.894510e+05 +107 1.005677e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,ITBI,HWES,1.634434461593628,"96 70551.625000 +97 64569.464844 +98 86701.335938 +99 87123.742188 +100 67194.765625 +101 79195.468750 +102 80072.781250 +103 82172.445312 +104 80663.101562 +105 92979.265625 +106 79967.656250 +107 92979.265625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,XGBoost,1.101485013961792,"96 2645660.500 +97 2488348.500 +98 2385037.000 +99 2553036.000 +100 1983801.125 +101 2436344.000 +102 2434364.000 +103 2484332.250 +104 2368545.000 +105 2385518.250 +106 2666523.250 +107 2029365.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,MLP,1.2316029071807861,"95 153525.788700 +96 204594.254142 +97 527754.779968 +98 121719.725417 +99 259535.122055 +100 558533.177190 +101 477196.810092 +102 501631.099489 +103 576646.438300 +104 594709.064112 +105 638410.828619 +106 54515.052937 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,IPTU,AR,1.386322259902954,"96 4831110.0 +97 4377984.5 +98 4384859.5 +99 4387382.0 +100 4381204.5 +101 4751654.5 +102 4838713.5 +103 4833430.0 +104 4839607.5 +105 4838713.5 +106 5090675.5 +107 4826483.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ISS,SARIMAX,1.1749229431152344,"96 5943277.0 +97 5960557.0 +98 6215819.5 +99 6070192.5 +100 5814930.0 +101 5814930.0 +102 6076084.0 +103 6076084.0 +104 6076084.0 +105 6076084.0 +106 6076084.0 +107 6076084.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,ITBI,MLP,1.6675374507904053,"96 3.394737e+06 +97 3.524794e+06 +98 3.494594e+06 +99 3.748766e+06 +100 3.472907e+06 +101 3.969311e+06 +102 4.075086e+06 +103 3.792857e+06 +104 4.064627e+06 +105 3.842453e+06 +106 4.440947e+06 +107 4.617297e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,XGBoost,2.0510294437408447,"96 21107660.0 +97 18858348.0 +98 18255080.0 +99 18937328.0 +100 15854437.0 +101 18307704.0 +102 18307704.0 +103 17133498.0 +104 18925290.0 +105 19807020.0 +106 20580376.0 +107 18783288.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,XGBoost,1.6322290897369385,"96 6272676.0 +97 6552751.5 +98 6259213.0 +99 6135200.5 +100 6056088.0 +101 6165309.5 +102 6205314.5 +103 6263933.0 +104 6263933.0 +105 6745230.5 +106 6827130.5 +107 7057813.5 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,IPTU,SARIMAX,1.273745059967041,"55 601.738464 +56 744.434448 +57 684.066711 +58 400.274994 +59 974.359619 +60 425.292877 +61 329.322571 +62 331.633087 +63 258.099976 +64 333.335815 +65 248.692429 +66 250.588608 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ISS,MLP,1.0345284938812256,"96 28880.238841 +97 -5147.825762 +98 55738.748388 +99 46232.183562 +100 27441.999061 +101 41520.445035 +102 44572.831881 +103 36388.279286 +104 48572.080388 +105 45162.708592 +106 49497.738791 +107 25469.292522 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,ITBI,MLP,1.7181971073150635,"75 8353.674491 +76 6821.962009 +77 4345.436356 +78 5755.476682 +79 7957.243363 +80 7892.220505 +81 6660.141904 +82 7213.465621 +83 -1355.717875 +84 10594.828251 +85 9779.665799 +86 5458.903425 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,XGBoost,1.2642898559570312,"96 316990.12500 +97 312013.00000 +98 310969.31250 +99 311007.62500 +100 307167.15625 +101 310969.31250 +102 311065.90625 +103 311065.90625 +104 311114.93750 +105 315505.93750 +106 316535.00000 +107 349683.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,MLP,1.102360725402832,"96 2004.081614 +97 20985.310630 +98 49581.528282 +99 18768.998950 +100 40535.229050 +101 49176.417187 +102 50924.689687 +103 54466.476766 +104 56585.863778 +105 59562.791777 +106 64206.129861 +107 7147.849274 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,IPTU,SARIMAX,1.1409235000610352,"96 176560.328125 +97 155841.718750 +98 155984.890625 +99 150795.890625 +100 151432.953125 +101 96469.234375 +102 82522.328125 +103 122954.609375 +104 150881.625000 +105 149560.468750 +106 112488.406250 +107 83128.093750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ISS,MLP,0.9495823383331299,"96 89103.358091 +97 98749.213332 +98 79760.631840 +99 82317.459601 +100 86685.005929 +101 85686.667829 +102 88560.909366 +103 80862.831996 +104 76525.723926 +105 84454.683339 +106 34287.365532 +107 49796.032063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,ITBI,MLP,1.6325597763061523,"93 56356.387926 +94 53039.199103 +95 73495.345255 +96 63563.239573 +97 61723.109302 +98 51911.283487 +99 59122.312610 +100 57968.287481 +101 71048.041693 +102 28135.730195 +103 69346.083826 +104 61441.428122 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,XGBoost,1.1105093955993652,"96 364765.03125 +97 355898.15625 +98 431706.09375 +99 387910.78125 +100 407132.56250 +101 366090.18750 +102 431793.87500 +103 426679.65625 +104 366087.75000 +105 435810.78125 +106 373383.40625 +107 411829.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,MLP,1.1619195938110352,"96 56205.625323 +97 73091.407932 +98 78961.729797 +99 29254.930537 +100 84909.612558 +101 128077.909728 +102 110213.019422 +103 128391.554862 +104 147570.483738 +105 148634.024783 +106 159808.633329 +107 26317.268542 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,IPTU,XGBoost,0.9762530326843262,"74 43392.214844 +75 43181.285156 +76 43333.417969 +77 36763.437500 +78 37014.718750 +79 38473.972656 +80 27052.083984 +81 25690.253906 +82 25970.074219 +83 24227.398438 +84 36157.832031 +85 40529.203125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ISS,XGBoost,1.1248416900634766,"84 54078.406250 +85 54633.753906 +86 53071.492188 +87 53071.492188 +88 52580.507812 +89 49552.710938 +90 52580.507812 +91 52580.507812 +92 52580.507812 +93 49552.710938 +94 52580.507812 +95 49538.921875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,ITBI,XGBoost,1.8498327732086182,"84 39492.261719 +85 41149.164062 +86 34480.433594 +87 47630.902344 +88 36970.105469 +89 40485.906250 +90 47271.667969 +91 42835.625000 +92 13180.475586 +93 47035.679688 +94 47302.785156 +95 47120.394531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,XGBoost,3.005465507507324,"84 540211.12500 +85 527677.56250 +86 532693.56250 +87 564191.00000 +88 543768.00000 +89 517775.40625 +90 517141.65625 +91 525392.75000 +92 532256.00000 +93 519310.59375 +94 525032.31250 +95 536088.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,MLP,1.5630700588226318,"84 -97367.454304 +85 10978.839328 +86 256791.807987 +87 -63356.794372 +88 41427.139174 +89 207945.998514 +90 37462.105670 +91 75432.777489 +92 143052.356952 +93 87406.385367 +94 110203.569639 +95 -130105.513252 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,IPTU,MLP,2.309124231338501,"96 190785.511423 +97 183915.763061 +98 181526.916368 +99 214052.579371 +100 34945.929437 +101 23766.662021 +102 225529.502352 +103 183125.499433 +104 193950.580762 +105 206237.309091 +106 196012.669190 +107 228760.908473 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ISS,MLP,1.325394868850708,"96 210054.086684 +97 213693.026467 +98 240460.229273 +99 227169.646369 +100 219074.491179 +101 219037.705263 +102 201020.256222 +103 220196.263351 +104 207417.208977 +105 206102.503030 +106 239836.168383 +107 230801.347885 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,ITBI,MLP,0.9626865386962891,"96 83004.025160 +97 68741.017395 +98 86215.897602 +99 90275.024932 +100 98618.722173 +101 89179.864404 +102 81815.371151 +103 116313.717211 +104 128976.129569 +105 121687.999961 +106 136027.133090 +107 130478.415930 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,MLP,1.072303295135498,"94 4.799449e+05 +95 5.782034e+05 +96 4.768247e+05 +97 5.958769e+05 +98 7.104117e+05 +99 7.262619e+05 +100 8.205356e+05 +101 1.047421e+06 +102 6.294207e+05 +103 1.023546e+06 +104 1.194624e+06 +105 1.136338e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,MLP,2.0040297508239746,"94 149141.784301 +95 17449.450005 +96 10702.801165 +97 132782.287516 +98 124110.500441 +99 56565.411829 +100 75638.862997 +101 118900.442615 +102 118500.377285 +103 115759.375451 +104 140358.454474 +105 30738.516158 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,IPTU,XGBoost,1.1922132968902588,"91 29663.306641 +92 27089.558594 +93 18032.134766 +94 18715.033203 +95 18130.144531 +96 11531.354492 +97 13144.109375 +98 10672.083984 +99 16457.585938 +100 17786.408203 +101 23134.251953 +102 17505.044922 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ISS,MLP,1.5465991497039795,"96 97820.815912 +97 83932.932704 +98 108732.155008 +99 67296.156384 +100 65031.091307 +101 81458.830090 +102 73462.649074 +103 177726.998499 +104 100565.969889 +105 75692.838663 +106 45731.350901 +107 -284459.892233 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,ITBI,MLP,1.5109412670135498,"89 170954.822976 +90 87803.094887 +91 118196.921666 +92 171067.872567 +93 137237.579415 +94 122945.524828 +95 -248835.212204 +96 254123.770257 +97 299661.460117 +98 -38976.368408 +99 117385.247474 +100 158828.826224 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,MLP,2.0853638648986816,"89 8.832939e+05 +90 7.216817e+05 +91 8.261968e+05 +92 9.299093e+05 +93 9.061992e+05 +94 8.728057e+05 +95 8.665682e+05 +96 9.483798e+05 +97 9.962360e+05 +98 1.040464e+06 +99 1.089746e+06 +100 1.044377e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,1.6800978183746338,"89 34773.800781 +90 31876.267578 +91 28589.669922 +92 33231.468750 +93 35872.289062 +94 37671.636719 +95 31693.296875 +96 28992.517578 +97 33597.714844 +98 35665.878906 +99 37934.625000 +100 30184.283203 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,IPTU,MLP,1.6510674953460693,"86 12375.293028 +87 10293.689123 +88 10357.699111 +89 2541.506026 +90 -7147.745929 +91 14421.177324 +92 13876.931058 +93 8089.939901 +94 9890.246856 +95 11035.308930 +96 14107.959741 +97 10868.032978 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ISS,XGBoost,1.7497014999389648,"96 8461.103516 +97 10205.742188 +98 8961.826172 +99 9150.471680 +100 9687.608398 +101 9638.124023 +102 9687.608398 +103 9672.360352 +104 9649.212891 +105 7237.072266 +106 9649.212891 +107 7237.072266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,ITBI,XGBoost,1.7100346088409424,"93 7511.331055 +94 10524.977539 +95 8059.141113 +96 5930.944336 +97 6123.831055 +98 7285.244629 +99 6029.374023 +100 11077.361328 +101 5340.827148 +102 10670.502930 +103 12901.232422 +104 18202.076172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,MLP,1.223306655883789,"96 449641.602370 +97 406438.864608 +98 392814.177260 +99 428973.175061 +100 403194.258642 +101 453204.783914 +102 465402.613681 +103 461575.456251 +104 492983.176405 +105 511427.789880 +106 535008.638917 +107 518580.809923 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,MLP,3.0250067710876465,"95 -24234.854923 +96 2029.287876 +97 50999.368769 +98 5082.312654 +99 14002.055442 +100 40759.336949 +101 31198.876292 +102 34319.130422 +103 35777.543017 +104 37492.279362 +105 42174.835842 +106 -41728.399156 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,IPTU,XGBoost,2.7534708976745605,"84 7262.509766 +85 7094.534180 +86 8306.867188 +87 8327.329102 +88 5984.522949 +89 3420.932617 +90 5483.354980 +91 6531.743164 +92 8307.988281 +93 6783.272461 +94 8301.800781 +95 6789.250977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ISS,XGBoost,2.7183573246002197,"96 10435.241211 +97 23670.777344 +98 24035.248047 +99 22729.882812 +100 27062.576172 +101 28826.791016 +102 28490.136719 +103 28264.093750 +104 28259.175781 +105 28880.279297 +106 25884.310547 +107 30957.472656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,ITBI,XGBoost,0.8658854961395264,"77 5864.473145 +78 2104.073242 +79 3724.146973 +80 10683.171875 +81 2296.346680 +82 9338.844727 +83 1470.280396 +84 7005.032227 +85 9244.411133 +86 10705.257812 +87 886.986389 +88 869.336975 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,MLP,1.0770270824432373,"96 302663.740048 +97 280234.576324 +98 280935.565531 +99 303368.409733 +100 279308.116335 +101 322529.219120 +102 332477.957028 +103 331381.517126 +104 355903.674274 +105 370154.904459 +106 398137.606967 +107 382611.566063 +Name: Valor, dtype: float64" +Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,MLP,2.269808053970337,"95 -10014.687745 +96 11449.553099 +97 28736.244067 +98 4917.033573 +99 22901.055541 +100 24075.941517 +101 20631.095495 +102 26377.291322 +103 24112.150673 +104 23438.410856 +105 17308.078895 +106 -2963.738417 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,IPTU,SARIMAX,1.3804326057434082,"96 1.118803e+06 +97 8.301759e+05 +98 8.293259e+05 +99 8.031203e+05 +100 8.035365e+05 +101 8.051201e+05 +102 8.051201e+05 +103 8.035365e+05 +104 8.034400e+05 +105 8.035365e+05 +106 8.034400e+05 +107 8.034400e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ISS,XGBoost,2.2579727172851562,"96 106140.265625 +97 107519.960938 +98 104911.937500 +99 97649.937500 +100 95495.070312 +101 107112.195312 +102 101780.757812 +103 101425.500000 +104 108625.531250 +105 104714.195312 +106 102193.726562 +107 96399.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,ITBI,SES,1.0922040939331055,"96 222361.703125 +97 203297.500000 +98 181667.796875 +99 171794.421875 +100 183233.906250 +101 177657.484375 +102 207804.484375 +103 200848.390625 +104 222010.171875 +105 213265.750000 +106 181479.375000 +107 203237.296875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,MLP,0.9624183177947998,"96 546469.395125 +97 670935.820080 +98 610459.964991 +99 648795.431901 +100 602496.550502 +101 678080.221906 +102 712000.442808 +103 711410.772555 +104 756882.878394 +105 787692.841135 +106 825857.930857 +107 832388.176392 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,MLP,1.19627046585083,"89 290807.500198 +90 382025.670404 +91 316248.591896 +92 444010.368882 +93 383835.880271 +94 245193.224536 +95 281661.090939 +96 363274.348817 +97 199335.514646 +98 44244.684936 +99 151224.588749 +100 525549.695600 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,IPTU,MLP,0.9191098213195801,"55 100953.134870 +56 177151.046902 +57 122773.677713 +58 127031.404986 +59 151962.035237 +60 147325.886265 +61 162312.917592 +62 158447.077200 +63 -61630.907118 +64 157606.939025 +65 159943.496052 +66 80023.827968 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ISS,MLP,1.0923993587493896,"80 66827.417991 +81 70836.368098 +82 70252.507163 +83 73929.285426 +84 84286.834536 +85 80771.692560 +86 87738.376812 +87 83148.369668 +88 81019.439173 +89 95761.603780 +90 93315.634149 +91 104227.932590 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,ITBI,XGBoost,1.8491973876953125,"78 24578.609375 +79 26006.849609 +80 25937.589844 +81 21578.654297 +82 30908.865234 +83 25907.822266 +84 42855.777344 +85 27254.107422 +86 27254.107422 +87 42846.394531 +88 37874.027344 +89 27254.107422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,MLP,0.955394983291626,"80 5.392988e+05 +81 5.790952e+05 +82 6.301595e+05 +83 6.532320e+05 +84 6.320104e+05 +85 7.358606e+05 +86 9.929480e+05 +87 8.722806e+05 +88 9.586755e+05 +89 1.064525e+06 +90 1.143733e+06 +91 1.205999e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,XGBoost,1.8827731609344482,"80 142657.343750 +81 86525.804688 +82 74675.382812 +83 80265.078125 +84 72377.109375 +85 75742.531250 +86 92111.710938 +87 91291.523438 +88 91291.523438 +89 90571.953125 +90 113364.640625 +91 86208.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,IPTU,MLP,2.258319139480591,"96 197864.342613 +97 160343.121355 +98 115492.674711 +99 -27707.310510 +100 75801.996648 +101 193609.063688 +102 127447.729801 +103 86773.095316 +104 137361.205428 +105 164746.122599 +106 169986.026981 +107 160984.056083 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ISS,MLP,1.6090929508209229,"96 56286.160245 +97 59442.534860 +98 60370.828894 +99 49316.923322 +100 56634.300245 +101 55841.845578 +102 62503.611075 +103 54988.008647 +104 63815.382748 +105 61874.850511 +106 68138.869847 +107 53686.593161 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,ITBI,MLP,1.264594316482544,"96 44138.075593 +97 49456.692147 +98 46310.738313 +99 42959.254061 +100 49121.841979 +101 44879.397472 +102 37154.936460 +103 45987.241575 +104 52146.932320 +105 38439.563985 +106 34179.034017 +107 33595.952910 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,MLP,1.138472557067871,"96 682301.077080 +97 639994.173262 +98 637294.913904 +99 686366.793245 +100 630374.655309 +101 723621.429769 +102 744964.716450 +103 743804.179969 +104 795895.452191 +105 825531.275047 +106 866206.810515 +107 844878.409149 +Name: Valor, dtype: float64" +Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,XGBoost,1.2695302963256836,"96 164417.875000 +97 164453.484375 +98 197885.062500 +99 197885.062500 +100 197885.062500 +101 206223.062500 +102 206223.062500 +103 206223.062500 +104 206223.062500 +105 206223.062500 +106 206223.062500 +107 201780.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,IPTU,MLP,1.0628252029418945,"89 68861.897135 +90 32765.515748 +91 8200.489822 +92 51913.461094 +93 -31682.822632 +94 16625.909737 +95 87945.323549 +96 9983.052499 +97 11997.784144 +98 51650.041901 +99 44389.170291 +100 29736.894898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ISS,XGBoost,1.830040693283081,"96 18107.876953 +97 14404.620117 +98 14139.322266 +99 12552.793945 +100 23779.714844 +101 22775.365234 +102 17470.394531 +103 15694.598633 +104 19212.833984 +105 19646.402344 +106 18872.474609 +107 17488.037109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,ITBI,MLP,0.9978170394897461,"90 18509.135319 +91 34223.982923 +92 26815.057006 +93 27245.174054 +94 17167.631992 +95 30810.381642 +96 35637.806670 +97 28665.902456 +98 17723.709603 +99 30588.377141 +100 36552.555672 +101 36964.526769 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,MLP,1.2085545063018799,"96 557744.951908 +97 529558.331292 +98 515916.558710 +99 567927.212804 +100 320659.924797 +101 569532.282063 +102 607610.049742 +103 580499.065607 +104 639318.225749 +105 642521.222084 +106 694106.247258 +107 706004.741247 +Name: Valor, dtype: float64" +Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,MLP,2.809870958328247,"95 -113255.207179 +96 19808.840775 +97 223546.154715 +98 -103560.685180 +99 47167.219617 +100 216690.584552 +101 -69428.805631 +102 74849.180699 +103 196028.592906 +104 -42809.260147 +105 101833.096478 +106 -10642.702224 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,IPTU,XGBoost,1.4502151012420654,"69 1363.891357 +70 447.147949 +71 356.912445 +72 105.531487 +73 112.702568 +74 88.505531 +75 88.505531 +76 74.343582 +77 1057.737915 +78 74.343582 +79 1224.153809 +80 310.087952 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ISS,MLP,3.1082310676574707,"88 53574.077880 +89 53942.412580 +90 52857.066282 +91 48397.855279 +92 36933.829937 +93 50737.623561 +94 35696.601537 +95 45436.453538 +96 48934.200412 +97 37731.610796 +98 51782.984401 +99 43472.537788 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,ITBI,MLP,1.2350785732269287,"76 30060.403637 +77 27208.932767 +78 25559.001485 +79 29464.344535 +80 1209.303992 +81 36362.992949 +82 36863.105166 +83 19504.948306 +84 14096.837853 +85 23941.052956 +86 29785.345712 +87 27718.265641 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,MLP,1.0986742973327637,"88 484329.555647 +89 453069.793902 +90 450826.612007 +91 485636.886217 +92 445203.016925 +93 511422.235455 +94 526497.281774 +95 524741.362874 +96 562148.191686 +97 583551.896311 +98 612527.254457 +99 597821.577349 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,MLP,1.0923290252685547,"87 -18049.048717 +88 17352.258834 +89 68146.768817 +90 5978.257738 +91 21165.213950 +92 53974.975885 +93 43052.745316 +94 39134.450332 +95 43534.296488 +96 46952.185442 +97 51554.896994 +98 -23854.493296 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,IPTU,MLP,1.087641954421997,"76 48851.219868 +77 43091.795066 +78 33753.128312 +79 41287.155885 +80 43902.606813 +81 41859.814423 +82 -11440.844337 +83 12490.701086 +84 51739.616123 +85 38706.647393 +86 34689.140440 +87 37155.044576 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ISS,MLP,1.7134983539581299,"96 13567.018796 +97 22172.356177 +98 23376.454170 +99 22893.130272 +100 34244.376456 +101 23427.730481 +102 26064.393410 +103 26680.493213 +104 25552.834791 +105 27512.298364 +106 27828.423502 +107 27292.010904 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,ITBI,MLP,1.9259374141693115,"86 6198.572848 +87 6546.613614 +88 3602.713892 +89 -2.149347 +90 7633.160997 +91 7611.534705 +92 5473.794267 +93 3302.927653 +94 7929.295938 +95 8885.367202 +96 8180.534225 +97 9221.690332 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,MLP,2.2996432781219482,"96 364073.558606 +97 344613.480783 +98 343790.335650 +99 373139.702940 +100 344957.748396 +101 396629.301542 +102 410870.327198 +103 410619.591951 +104 441480.481294 +105 460691.967206 +106 484963.645826 +107 477031.473265 +Name: Valor, dtype: float64" +Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,XGBoost,2.3084166049957275,"96 71532.937500 +97 72584.554688 +98 78852.656250 +99 79491.210938 +100 79167.335938 +101 79449.617188 +102 86886.640625 +103 107413.835938 +104 98067.140625 +105 109016.593750 +106 109016.593750 +107 87679.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,MLP,1.9133415222167969,"77 7315.264429 +78 4030.096976 +79 1961.736716 +80 -4436.235893 +81 7348.107551 +82 7543.657659 +83 216.983550 +84 3987.138491 +85 5162.777800 +86 4875.777578 +87 4889.885780 +88 3818.947293 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,MLP,1.6836011409759521,"95 13110.652294 +96 14089.834584 +97 13330.191627 +98 14889.125173 +99 14489.495409 +100 6406.319879 +101 14074.460092 +102 14399.537022 +103 13102.578244 +104 14784.981709 +105 3894.513105 +106 11066.116293 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,MLP,0.996208906173706,"82 14171.372159 +83 20334.855336 +84 9616.491572 +85 679.650429 +86 15885.996168 +87 18615.761484 +88 15493.760816 +89 18231.719593 +90 5927.892201 +91 16456.023454 +92 11714.531656 +93 17561.658712 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,MLP,1.0188815593719482,"96 348086.906698 +97 325332.975768 +98 324762.739651 +99 354196.685646 +100 327706.234550 +101 377192.623262 +102 390678.721855 +103 390194.425669 +104 419477.517281 +105 437266.557743 +106 459897.507991 +107 452259.449172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,MLP,1.3954682350158691,"96 -9236.650586 +97 4838.921908 +98 34632.905986 +99 2014.033533 +100 16826.952656 +101 20893.576791 +102 22431.818437 +103 25591.708195 +104 20244.771666 +105 24212.270483 +106 28331.267016 +107 -20281.453682 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,MLP,1.2530503273010254,"92 1.327416e+06 +93 8.462804e+05 +94 -1.011883e+06 +95 1.197809e+06 +96 1.307431e+06 +97 5.807307e+05 +98 8.109368e+05 +99 7.830988e+05 +100 1.100935e+06 +101 1.078987e+06 +102 8.973759e+05 +103 1.125184e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ISS,MLP,1.0808672904968262,"92 654261.747790 +93 707200.960958 +94 710395.161974 +95 733366.799797 +96 760233.671352 +97 635293.449362 +98 696530.689625 +99 634676.992036 +100 730482.948118 +101 700047.022493 +102 669358.234258 +103 646316.729246 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,MLP,1.8353681564331055,"92 358548.660103 +93 604732.876568 +94 552807.675138 +95 561377.896076 +96 499852.863060 +97 450729.723736 +98 294562.412184 +99 518189.809529 +100 83118.675819 +101 469343.277510 +102 404464.536996 +103 499315.775393 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,MLP,1.4192464351654053,"92 3.639415e+06 +93 3.440767e+06 +94 3.444935e+06 +95 3.692028e+06 +96 3.394995e+06 +97 3.880695e+06 +98 4.001163e+06 +99 4.000236e+06 +100 4.278955e+06 +101 4.449109e+06 +102 4.656105e+06 +103 4.570639e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,MLP,1.8820347785949707,"92 -3.544885e+04 +93 5.829754e+05 +94 1.041207e+06 +95 1.103254e+05 +96 7.663377e+05 +97 1.041867e+06 +98 9.554887e+05 +99 1.136885e+06 +100 1.156020e+06 +101 1.253237e+06 +102 1.344686e+06 +103 -1.655699e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,MLP,1.7784349918365479,"76 61009.066484 +77 33666.151018 +78 -58833.517098 +79 57556.527826 +80 67323.646199 +81 11106.226693 +82 26038.636367 +83 46045.125947 +84 48261.485664 +85 43371.121086 +86 39221.335556 +87 46920.592839 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ISS,MLP,2.239039182662964,"92 27152.914225 +93 26861.127074 +94 22943.295565 +95 22640.144956 +96 26709.057572 +97 22563.697778 +98 24138.668598 +99 26059.419099 +100 7243.467386 +101 23139.064824 +102 28856.306639 +103 22567.693411 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,XGBoost,1.1369569301605225,"78 29293.611328 +79 30758.578125 +80 5700.645996 +81 31572.160156 +82 19143.412109 +83 32511.257812 +84 16188.166992 +85 16620.021484 +86 30235.419922 +87 32511.257812 +88 33125.148438 +89 29506.960938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,MLP,0.8946480751037598,"89 595841.959091 +90 538786.693578 +91 541073.825675 +92 632728.373448 +93 580908.065550 +94 666526.777971 +95 688986.605435 +96 685738.006023 +97 741006.176019 +98 772543.923535 +99 810875.489720 +100 790462.439461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,MLP,1.3607449531555176,"89 56672.139048 +90 19928.137803 +91 -1065.875259 +92 33596.758125 +93 83278.923887 +94 53898.081418 +95 57294.325032 +96 75665.503097 +97 75421.242323 +98 78021.636853 +99 79018.820183 +100 -50872.826209 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,XGBoost,1.214390516281128,"93 55262.246094 +94 42089.140625 +95 21053.509766 +96 11514.845703 +97 11576.355469 +98 18059.291016 +99 15334.379883 +100 18110.828125 +101 12508.598633 +102 11243.810547 +103 18245.296875 +104 18168.207031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ISS,XGBoost,1.6405770778656006,"96 54231.746094 +97 59655.710938 +98 59494.351562 +99 59543.042969 +100 43171.421875 +101 43083.667969 +102 58598.562500 +103 46339.535156 +104 43006.300781 +105 42838.511719 +106 44606.039062 +107 44606.039062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,MLP,0.9614589214324951,"93 21293.570188 +94 25183.149879 +95 17039.871844 +96 22254.885904 +97 -1313.919314 +98 16619.980650 +99 26985.998778 +100 17769.266018 +101 21186.857244 +102 26875.281343 +103 19759.331640 +104 30144.766258 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,MLP,1.4523704051971436,"96 636146.625383 +97 565196.981240 +98 587331.650798 +99 633918.427555 +100 597125.229458 +101 671217.626645 +102 736220.456354 +103 649543.907311 +104 733790.762483 +105 765736.044489 +106 789180.733220 +107 777576.694312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,MLP,2.060634136199951,"96 2973.626059 +97 49491.036174 +98 132215.726197 +99 35472.814506 +100 57350.061030 +101 121069.291083 +102 127571.498739 +103 129092.894771 +104 126604.486945 +105 139307.498839 +106 148759.525606 +107 -31082.504008 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,IPTU,SARIMAX,2.394692897796631,"96 1313023.500 +97 1165472.625 +98 1345739.125 +99 1747427.875 +100 1131624.625 +101 1323164.125 +102 1564962.000 +103 1294841.750 +104 1123981.000 +105 1575919.500 +106 1579401.500 +107 1131390.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ISS,XGBoost,1.0707757472991943,"96 755294.8125 +97 659513.3125 +98 676235.7500 +99 743808.5625 +100 718927.8125 +101 669392.8125 +102 707321.6250 +103 687400.9375 +104 708135.5000 +105 705476.3125 +106 655766.0000 +107 659563.0000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,ITBI,MLP,1.0666892528533936,"96 1.354336e+06 +97 1.379155e+06 +98 1.361087e+06 +99 1.482876e+06 +100 1.427986e+06 +101 1.563218e+06 +102 1.422691e+06 +103 1.424303e+06 +104 1.527328e+06 +105 1.480900e+06 +106 1.622438e+06 +107 1.567483e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,XGBoost,1.0565884113311768,"94 1477819.375 +95 1379359.750 +96 1395410.000 +97 1472763.875 +98 1428833.500 +99 1418028.250 +100 1417340.875 +101 1417020.875 +102 1418730.375 +103 1478283.625 +104 1477852.250 +105 1404815.625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,MLP,1.2231512069702148,"95 3.657061e+05 +96 6.123417e+05 +97 7.446135e+05 +98 2.657391e+05 +99 4.857317e+05 +100 7.733822e+05 +101 7.773251e+05 +102 8.741172e+05 +103 1.017938e+06 +104 1.034395e+06 +105 1.145950e+06 +106 6.361867e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,IPTU,MLP,2.4978930950164795,"88 24015.427013 +89 -3912.991073 +90 -7203.504480 +91 29510.702744 +92 24483.830037 +93 19567.038247 +94 20530.771043 +95 23551.832869 +96 26649.916689 +97 26479.902232 +98 25641.090900 +99 20011.333185 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ISS,XGBoost,3.339902400970459,"88 6900.036621 +89 7280.368164 +90 8896.808594 +91 6714.529785 +92 6900.036621 +93 11765.456055 +94 11773.615234 +95 12676.934570 +96 12676.934570 +97 13107.254883 +98 13107.254883 +99 11227.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,ITBI,MLP,2.9539880752563477,"88 16019.754935 +89 17888.014816 +90 11682.114801 +91 16219.442660 +92 8080.909959 +93 17228.481883 +94 10166.957809 +95 14113.898288 +96 16137.744285 +97 11172.173075 +98 7280.365416 +99 15905.955368 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,MLP,1.2634341716766357,"88 382024.333258 +89 361828.951265 +90 361173.551865 +91 385652.841792 +92 354286.847329 +93 404453.460921 +94 416078.219320 +95 416321.339636 +96 443972.706282 +97 461020.442000 +98 482070.639402 +99 471930.871788 +Name: Valor, dtype: float64" +Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,MLP,1.1765570640563965,"88 4915.484198 +89 14972.339520 +90 50931.531725 +91 18490.995113 +92 49989.835992 +93 47886.183099 +94 43137.697645 +95 53819.439220 +96 54515.378956 +97 59200.804019 +98 60671.811376 +99 -19190.727502 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,1.4935462474822998,"74 2509.171631 +75 3066.904053 +76 5120.188477 +77 6603.850098 +78 3927.130859 +79 3835.364746 +80 3073.617676 +81 3314.742188 +82 3472.492920 +83 3327.333984 +84 3356.122803 +85 3757.152832 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ISS,XGBoost,1.0142064094543457,"96 30405.326172 +97 39571.566406 +98 36032.636719 +99 38513.285156 +100 32386.810547 +101 39027.582031 +102 38923.820312 +103 34649.832031 +104 40904.429688 +105 39504.484375 +106 39582.062500 +107 34803.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,MLP,1.2364611625671387,"89 9944.123022 +90 7825.486307 +91 8567.148934 +92 5634.833668 +93 9331.218941 +94 10707.893906 +95 7215.829846 +96 7491.409880 +97 9369.455799 +98 5823.300123 +99 11674.241822 +100 6280.704917 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,XGBoost,1.098872184753418,"96 863003.0000 +97 826984.3125 +98 754340.8750 +99 854866.4375 +100 780794.8750 +101 853252.7500 +102 851498.2500 +103 818789.5000 +104 854984.9375 +105 881497.6875 +106 878879.1875 +107 752320.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,SARIMAX,2.206468105316162,"96 195813.890625 +97 199779.968750 +98 201324.109375 +99 201382.062500 +100 201382.062500 +101 247926.421875 +102 275572.531250 +103 275572.531250 +104 275572.531250 +105 275572.531250 +106 275572.531250 +107 261673.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,IPTU,XGBoost,1.0840842723846436,"93 116623.367188 +94 95587.906250 +95 94244.867188 +96 95231.156250 +97 65950.843750 +98 60316.679688 +99 52416.503906 +100 77498.828125 +101 47198.777344 +102 46690.921875 +103 118240.882812 +104 47257.574219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ISS,MLP,1.0852506160736084,"96 242104.639485 +97 254189.786607 +98 245193.032765 +99 251425.855411 +100 265467.942994 +101 247951.760038 +102 270408.348598 +103 252074.767306 +104 310188.539674 +105 270710.469545 +106 271831.209473 +107 319379.135463 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,ITBI,MLP,1.171924352645874,"96 -85278.393335 +97 -5136.451015 +98 532370.523229 +99 174913.326759 +100 211688.437180 +101 248498.466152 +102 190090.126805 +103 349984.171119 +104 249420.995338 +105 -359577.113329 +106 389700.420137 +107 119039.536743 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,MLP,1.0375957489013672,"96 1.745847e+06 +97 1.644174e+06 +98 1.641464e+06 +99 1.772269e+06 +100 1.635992e+06 +101 1.877627e+06 +102 1.938131e+06 +103 1.941000e+06 +104 2.077982e+06 +105 2.158554e+06 +106 2.267297e+06 +107 2.220002e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,XGBoost,1.2418229579925537,"96 394828.68750 +97 444191.87500 +98 430271.84375 +99 433881.50000 +100 433881.50000 +101 400793.56250 +102 401089.43750 +103 418015.21875 +104 503565.71875 +105 493635.06250 +106 551283.37500 +107 461238.18750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,IPTU,MLP,3.3702478408813477,"96 35192.874523 +97 29100.966784 +98 24956.289523 +99 36818.137708 +100 33619.982766 +101 4989.462466 +102 -9530.541716 +103 35550.173288 +104 38597.934887 +105 24717.099789 +106 29135.746273 +107 33278.224371 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ISS,XGBoost,1.568972110748291,"96 29240.718750 +97 17573.908203 +98 29647.539062 +99 26800.162109 +100 31397.675781 +101 19076.923828 +102 28514.294922 +103 31397.675781 +104 44638.082031 +105 36453.824219 +106 44638.082031 +107 34363.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,ITBI,XGBoost,2.1373934745788574,"96 6183.089355 +97 63539.617188 +98 7637.737305 +99 11212.677734 +100 35881.484375 +101 26763.064453 +102 34773.425781 +103 36251.718750 +104 40445.039062 +105 8118.979492 +106 60019.039062 +107 5725.823242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,MLP,1.0790276527404785,"96 744135.703543 +97 695271.318708 +98 686955.532915 +99 748954.310145 +100 675341.177785 +101 782657.430872 +102 809672.015222 +103 803746.911239 +104 861758.870748 +105 847335.204692 +106 927365.059232 +107 953344.488393 +Name: Valor, dtype: float64" +Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,MLP,0.9614601135253906,"96 14385.534336 +97 21372.452233 +98 23969.828228 +99 -3903.477071 +100 23442.686517 +101 30474.589003 +102 34086.959120 +103 34338.335361 +104 40077.645665 +105 40369.642388 +106 45748.169251 +107 -6511.784014 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,IPTU,XGBoost,1.684926986694336,"95 249332.062500 +96 298699.500000 +97 310158.031250 +98 260666.609375 +99 246598.578125 +100 260075.718750 +101 273259.937500 +102 238804.812500 +103 238804.812500 +104 235430.421875 +105 243378.718750 +106 248261.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ISS,MLP,1.2675189971923828,"96 547433.246669 +97 539001.264720 +98 535167.417513 +99 584998.088098 +100 575677.853297 +101 554594.344067 +102 616574.663375 +103 622090.465230 +104 584361.358909 +105 665555.726289 +106 747254.155597 +107 767683.274470 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,ITBI,MLP,1.0137507915496826,"96 251582.792986 +97 199731.520383 +98 240826.618471 +99 225876.143255 +100 237636.527147 +101 264845.996150 +102 260646.186557 +103 160383.860998 +104 270672.803149 +105 222159.335511 +106 248122.747075 +107 226027.248789 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,MLP,1.0389480590820312,"96 1.525773e+06 +97 1.418470e+06 +98 1.410342e+06 +99 1.531835e+06 +100 1.408506e+06 +101 1.619843e+06 +102 1.656900e+06 +103 1.634155e+06 +104 1.775825e+06 +105 1.838777e+06 +106 1.929771e+06 +107 1.883966e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,MLP,1.1996638774871826,"95 -186690.079640 +96 -150501.491622 +97 752837.315102 +98 433193.903905 +99 478434.412351 +100 305726.669390 +101 815046.506739 +102 803158.752989 +103 764281.906069 +104 828055.931115 +105 854522.543880 +106 -257792.003714 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,MLP,1.7649319171905518,"84 551286.309228 +85 -207059.924461 +86 261924.590244 +87 477211.581142 +88 233588.167489 +89 346230.577643 +90 318290.533354 +91 378871.782561 +92 478488.865657 +93 412758.504617 +94 454598.635996 +95 492781.516829 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,MLP,1.4769597053527832,"84 626656.052776 +85 725165.460852 +86 869924.035030 +87 870113.597194 +88 891137.769020 +89 919698.200328 +90 931647.719681 +91 897576.674705 +92 910554.793581 +93 747662.883477 +94 691916.486528 +95 736128.475505 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,XGBoost,2.038987874984741,"84 323760.468750 +85 232527.640625 +86 393687.968750 +87 338866.343750 +88 321971.187500 +89 215000.078125 +90 205870.781250 +91 170224.734375 +92 343282.250000 +93 350360.906250 +94 139757.828125 +95 199315.484375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,MLP,1.8687329292297363,"82 2.746148e+06 +83 2.746949e+06 +84 2.740819e+06 +85 2.942551e+06 +86 2.741193e+06 +87 3.121688e+06 +88 3.219020e+06 +89 3.214094e+06 +90 3.431906e+06 +91 3.554243e+06 +92 3.712064e+06 +93 3.653956e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0685372352600098,"67 162819.281250 +68 187728.515625 +69 165435.625000 +70 155762.125000 +71 174886.843750 +72 165311.453125 +73 163646.046875 +74 156399.203125 +75 199253.671875 +76 204267.843750 +77 205499.093750 +78 147596.328125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,IPTU,MLP,1.138601541519165,"91 34882.753005 +92 20724.158914 +93 11314.931615 +94 -5096.340247 +95 26289.020467 +96 25833.952678 +97 20992.995711 +98 13253.229239 +99 22613.540418 +100 30721.841433 +101 28405.547432 +102 29874.691373 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ISS,MLP,1.5391483306884766,"96 30742.431719 +97 25702.730948 +98 26035.505944 +99 25853.854418 +100 32720.221848 +101 26865.498619 +102 31888.130278 +103 34745.575111 +104 32308.473253 +105 36417.068019 +106 37979.692241 +107 30777.901598 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,ITBI,MLP,1.5354084968566895,"96 29307.366905 +97 31340.862072 +98 27650.854766 +99 29596.042631 +100 21034.840818 +101 28894.868140 +102 1941.350321 +103 22983.863818 +104 35470.378083 +105 32299.258319 +106 35799.522593 +107 38912.240735 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,MLP,0.9968242645263672,"96 563314.060152 +97 524170.910894 +98 518258.686225 +99 564840.619639 +100 517442.663706 +101 594335.269401 +102 612228.554857 +103 596936.700254 +104 658674.150992 +105 682225.563069 +106 701625.390674 +107 691669.590650 +Name: Valor, dtype: float64" +Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,MLP,1.4050219058990479,"93 17661.115238 +94 28199.152527 +95 62405.758672 +96 17041.767632 +97 38353.476305 +98 51018.016685 +99 58363.899497 +100 65983.833873 +101 60244.288177 +102 64695.401778 +103 77555.314169 +104 3737.257860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,IPTU,MLP,2.4033005237579346,"92 32025.959061 +93 24411.806552 +94 12349.963650 +95 21969.219429 +96 -30995.154882 +97 32840.579493 +98 37888.484249 +99 3612.334607 +100 16302.636998 +101 22719.405595 +102 29121.366248 +103 24938.926471 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ISS,XGBoost,3.8752455711364746,"96 6399.458984 +97 9318.797852 +98 6447.185547 +99 6449.833496 +100 8403.605469 +101 6836.081543 +102 6621.401367 +103 7699.132324 +104 6828.989746 +105 6871.404297 +106 6618.804199 +107 6207.875977 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,ITBI,XGBoost,1.9499194622039795,"96 6636.753906 +97 7482.928711 +98 7089.921875 +99 6669.944824 +100 9142.897461 +101 5291.726074 +102 10176.357422 +103 5948.896973 +104 6569.985352 +105 9717.515625 +106 2780.947998 +107 9614.810547 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,MLP,0.9459638595581055,"96 388288.612242 +97 364041.912744 +98 362937.458073 +99 392841.087803 +100 362117.315041 +101 416071.955732 +102 429431.454040 +103 429200.513215 +104 460054.556669 +105 478186.797803 +106 502525.731312 +107 491773.334538 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,MLP,1.8685939311981201,"95 1368.919803 +96 -11572.305380 +97 25685.598657 +98 12363.241265 +99 14645.598244 +100 16915.654993 +101 23803.118788 +102 34115.900208 +103 29410.616322 +104 31221.546341 +105 32976.252157 +106 -2199.268511 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,IPTU,MLP,1.7764892578125,"86 11801.008506 +87 9118.729482 +88 -6399.764081 +89 7690.706572 +90 15234.712942 +91 10081.955398 +92 11130.710892 +93 8810.454209 +94 12800.388538 +95 15420.296543 +96 6700.700269 +97 13120.261043 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ISS,MLP,1.8423936367034912,"92 41735.736877 +93 38256.948082 +94 40007.294517 +95 39587.511989 +96 39824.574153 +97 39451.008722 +98 40286.856335 +99 37422.588989 +100 36970.903613 +101 37407.354600 +102 37334.753660 +103 25896.647361 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,ITBI,MLP,1.0798430442810059,"90 17004.760812 +91 23021.327323 +92 20588.539044 +93 23572.108249 +94 14217.664981 +95 14788.129676 +96 26614.175677 +97 8083.135691 +98 13679.789948 +99 19190.305506 +100 17742.662402 +101 25609.996072 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,MLP,1.832456111907959,"92 528424.235556 +93 499807.413163 +94 494585.727219 +95 531798.240750 +96 485155.747936 +97 556919.346075 +98 573076.095891 +99 570597.395581 +100 610477.438362 +101 633107.789547 +102 664063.670781 +103 653389.666516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,MLP,2.2489492893218994,"91 1012.232768 +92 27319.252581 +93 36110.153141 +94 9015.914682 +95 19188.297454 +96 36790.942912 +97 43565.994684 +98 41117.265012 +99 43078.827746 +100 48190.056995 +101 51838.584068 +102 17420.394409 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,IPTU,MLP,1.8118114471435547,"73 92682.948070 +74 65671.205565 +75 36638.728029 +76 -55349.478007 +77 102536.997487 +78 96472.648584 +79 28536.125603 +80 50354.393541 +81 78427.982474 +82 81705.735924 +83 69479.180098 +84 55746.345471 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ISS,SES,1.579768419265747,"96 46869.089844 +97 48560.609375 +98 53683.898438 +99 54187.734375 +100 54099.796875 +101 55865.464844 +102 49502.375000 +103 54847.566406 +104 55777.527344 +105 50943.898438 +106 54847.566406 +107 45527.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,ITBI,XGBoost,1.1264231204986572,"94 82872.656250 +95 98862.914062 +96 150080.828125 +97 145823.375000 +98 167864.000000 +99 167961.078125 +100 166685.562500 +101 96156.351562 +102 170191.546875 +103 173101.734375 +104 141091.421875 +105 103459.828125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,MLP,1.130629301071167,"96 1.321975e+06 +97 1.223358e+06 +98 1.349182e+06 +99 1.451082e+06 +100 1.355974e+06 +101 1.438319e+06 +102 1.469593e+06 +103 1.471407e+06 +104 1.562399e+06 +105 1.613779e+06 +106 1.677789e+06 +107 1.616232e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,XGBoost,1.145315408706665,"96 211668.578125 +97 216929.437500 +98 237975.875000 +99 245923.812500 +100 245923.812500 +101 257918.328125 +102 266368.875000 +103 266368.875000 +104 266368.875000 +105 266368.875000 +106 236489.906250 +107 216094.312500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,IPTU,XGBoost,1.7171061038970947,"84 11987.685547 +85 9631.264648 +86 10393.500977 +87 8374.604492 +88 12226.572266 +89 12220.044922 +90 8294.642578 +91 9250.670898 +92 12341.275391 +93 12465.716797 +94 12463.105469 +95 12462.554688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ISS,MLP,1.1127784252166748,"84 40584.337657 +85 53694.625499 +86 52755.375436 +87 49477.258862 +88 57779.503192 +89 64015.618619 +90 58084.928792 +91 36624.343951 +92 21653.042945 +93 61133.939386 +94 51819.565327 +95 49550.951437 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,ITBI,MLP,1.1981160640716553,"84 41075.291516 +85 42568.854048 +86 49930.776314 +87 51221.140575 +88 46638.993509 +89 40740.414543 +90 30053.560217 +91 53027.336828 +92 47129.447654 +93 30069.609176 +94 37283.777088 +95 21935.965987 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,MLP,1.2820713520050049,"84 747930.462744 +85 734594.025913 +86 699487.134681 +87 804081.777715 +88 787506.261398 +89 815659.577703 +90 663237.038435 +91 773047.043415 +92 872721.158247 +93 848074.331125 +94 825005.855790 +95 826730.876831 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,XGBoost,1.643038034439087,"84 123307.804688 +85 123401.539062 +86 125962.351562 +87 125897.671875 +88 125962.351562 +89 114720.445312 +90 121075.968750 +91 121075.968750 +92 121075.968750 +93 121075.968750 +94 121075.968750 +95 121011.289062 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,IPTU,XGBoost,2.2340197563171387,"83 40974.570312 +84 42251.867188 +85 42251.867188 +86 42224.101562 +87 42536.750000 +88 42536.750000 +89 40677.093750 +90 40534.875000 +91 44546.347656 +92 44853.992188 +93 44853.992188 +94 44853.992188 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ISS,MLP,1.482590913772583,"96 141398.373582 +97 151863.935767 +98 141532.842773 +99 137350.155012 +100 157546.735358 +101 163424.568966 +102 152176.033839 +103 174069.551851 +104 115602.303523 +105 120384.199774 +106 117866.200214 +107 114434.781786 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,ITBI,MLP,1.819481372833252,"96 18021.073125 +97 43570.809590 +98 49292.259190 +99 10455.730673 +100 55600.126462 +101 44568.050773 +102 46501.978798 +103 79014.183829 +104 59743.966435 +105 34592.549337 +106 75547.044604 +107 -56325.635373 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,MLP,1.1069679260253906,"96 347243.135354 +97 332014.432264 +98 323432.540169 +99 355209.063791 +100 333485.403777 +101 369045.450580 +102 386437.004082 +103 386037.855664 +104 412508.843248 +105 450239.901987 +106 435402.742900 +107 440532.213953 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,MLP,1.101222038269043,"96 -51501.618627 +97 19489.185363 +98 142053.686810 +99 29322.195408 +100 47467.733676 +101 96839.261398 +102 87667.359699 +103 80184.447736 +104 76591.653914 +105 99220.176030 +106 104187.902722 +107 -77510.042214 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,MLP,1.4496886730194092,"84 67783.866284 +85 68540.435707 +86 24554.030466 +87 42459.339098 +88 61718.880650 +89 36396.965862 +90 40778.727783 +91 45547.265029 +92 -27858.817302 +93 56481.041534 +94 75139.909075 +95 30896.576372 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,XGBoost,1.343780755996704,"88 21178.800781 +89 22394.207031 +90 22394.207031 +91 22394.207031 +92 22390.111328 +93 22394.207031 +94 22390.111328 +95 22394.207031 +96 22394.207031 +97 22394.207031 +98 22398.205078 +99 22398.205078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,MLP,1.0069973468780518,"86 75922.381994 +87 75301.019571 +88 63623.377452 +89 60839.139247 +90 33763.470292 +91 85819.112470 +92 52866.425245 +93 61028.926899 +94 93293.870753 +95 67086.153989 +96 85999.429995 +97 81715.626331 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,MLP,1.7072727680206299,"88 524442.354565 +89 496835.001733 +90 501362.950571 +91 550456.005105 +92 517915.397072 +93 597390.690202 +94 626728.968413 +95 633823.279895 +96 686023.699280 +97 723414.170134 +98 766906.758323 +99 771339.663484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,MLP,2.717456340789795,"87 7822.992559 +88 18124.455619 +89 46499.399220 +90 12494.712746 +91 27642.393985 +92 45866.217380 +93 51540.697057 +94 52720.236888 +95 52594.243078 +96 56166.276709 +97 64789.139520 +98 7362.931782 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,IPTU,MLP,2.507528066635132,"96 106284.101140 +97 105759.209114 +98 9564.036530 +99 -65865.005892 +100 121405.229033 +101 121686.465335 +102 63293.074934 +103 80958.136667 +104 81443.383460 +105 109742.154063 +106 98083.353826 +107 98084.769640 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ISS,MLP,2.470658302307129,"96 39210.217874 +97 38907.640896 +98 40115.315274 +99 35825.747773 +100 37793.653989 +101 39633.107569 +102 37721.280253 +103 43509.557816 +104 40134.651865 +105 36327.788225 +106 47062.422371 +107 44432.968831 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,ITBI,XGBoost,1.7224740982055664,"94 8955.529297 +95 9152.255859 +96 1830.967773 +97 5101.647461 +98 5309.213867 +99 1592.875732 +100 4724.755859 +101 5031.483398 +102 4385.233887 +103 4749.743164 +104 3971.108154 +105 1605.647827 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,XGBoost,1.0962347984313965,"96 376967.62500 +97 348825.50000 +98 348503.75000 +99 367970.06250 +100 316900.87500 +101 328095.28125 +102 325762.65625 +103 298470.96875 +104 331900.62500 +105 344930.31250 +106 347168.46875 +107 325126.06250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,SARIMAX,1.1992261409759521,"95 84123.671875 +96 91619.976562 +97 91619.976562 +98 91619.976562 +99 91619.976562 +100 46125.628906 +101 46276.417969 +102 50957.300781 +103 50957.300781 +104 50957.300781 +105 51005.312500 +106 44579.601562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,IPTU,MLP,1.1728239059448242,"77 29695.711950 +78 21528.557891 +79 12308.322901 +80 9028.693573 +81 -14686.388066 +82 36254.462651 +83 29856.863842 +84 7203.811289 +85 20747.964467 +86 24871.855554 +87 25872.239303 +88 22954.264851 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ISS,MLP,1.9327950477600098,"92 33163.901293 +93 36801.469995 +94 35292.781293 +95 37110.320291 +96 40936.153555 +97 42400.347550 +98 45139.774901 +99 38312.817000 +100 37032.327539 +101 44608.890011 +102 40815.150560 +103 32385.614310 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,ITBI,MLP,1.7662136554718018,"87 22612.928902 +88 24424.443627 +89 17573.480833 +90 18937.576872 +91 23388.947227 +92 18889.026000 +93 17061.297768 +94 10900.661185 +95 5174.152396 +96 20371.015690 +97 25633.507926 +98 21510.514472 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,MLP,1.0731308460235596,"92 452637.121445 +93 427598.503940 +94 429870.025757 +95 457300.591859 +96 421806.665774 +97 483014.692669 +98 496146.694928 +99 534279.712592 +100 540232.152615 +101 562471.466181 +102 593501.682860 +103 579307.705348 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,MLP,1.3725624084472656,"91 17880.799377 +92 45422.998167 +93 61993.337899 +94 26397.507574 +95 47851.069246 +96 65172.859445 +97 70919.058638 +98 29824.645471 +99 77246.327467 +100 91066.004720 +101 86144.839003 +102 20436.777549 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,IPTU,MLP,2.0104546546936035,"87 -41985.950148 +88 100123.674778 +89 65544.667748 +90 2283.217066 +91 77602.611882 +92 63484.383819 +93 43947.169842 +94 66661.279174 +95 60160.701089 +96 60951.642859 +97 72520.661142 +98 47892.668783 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ISS,XGBoost,2.533057689666748,"88 190799.281250 +89 188828.781250 +90 112561.570312 +91 168851.156250 +92 191483.593750 +93 148251.906250 +94 177185.906250 +95 187334.437500 +96 146392.703125 +97 140741.921875 +98 150200.250000 +99 130391.257812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,ITBI,XGBoost,1.5718581676483154,"88 20720.886719 +89 20587.261719 +90 8807.962891 +91 22516.373047 +92 22679.035156 +93 8631.136719 +94 6804.020020 +95 19440.716797 +96 22107.142578 +97 21250.476562 +98 9171.439453 +99 6498.309570 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,MLP,0.9778602123260498,"88 8.516033e+05 +89 8.041402e+05 +90 8.541109e+05 +91 8.887250e+05 +92 9.790605e+05 +93 1.124772e+06 +94 1.064226e+06 +95 1.100177e+06 +96 1.195388e+06 +97 1.259289e+06 +98 1.363239e+06 +99 9.684017e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,MLP,1.2985725402832031,"88 26575.099552 +89 63830.810241 +90 102917.474802 +91 59197.256194 +92 78885.405834 +93 87846.475025 +94 108705.144147 +95 126496.938598 +96 122751.800545 +97 132582.928670 +98 143131.066753 +99 30653.362065 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,IPTU,MLP,0.9733648300170898,"91 49436.321530 +92 46691.857838 +93 39551.046276 +94 18197.222214 +95 -13434.988358 +96 43335.062470 +97 47897.084392 +98 32375.225923 +99 39797.309854 +100 46744.266526 +101 52094.952999 +102 52442.533697 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ISS,XGBoost,1.2365145683288574,"96 84170.343750 +97 82433.484375 +98 90761.515625 +99 91745.773438 +100 90835.640625 +101 90691.296875 +102 102048.289062 +103 102006.507812 +104 102048.289062 +105 102006.507812 +106 102006.507812 +107 92674.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,ITBI,MLP,1.0807900428771973,"86 97742.800756 +87 46211.152976 +88 86062.940898 +89 31746.848247 +90 119522.358987 +91 108309.517965 +92 82158.086148 +93 70379.772818 +94 69843.944280 +95 126727.119591 +96 124587.261934 +97 20313.347467 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,MLP,1.5474491119384766,"96 1.083136e+06 +97 1.012828e+06 +98 1.015333e+06 +99 1.092867e+06 +100 1.006976e+06 +101 1.156761e+06 +102 1.190636e+06 +103 1.189398e+06 +104 1.277668e+06 +105 1.320198e+06 +106 1.390427e+06 +107 1.347516e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,MLP,0.9427840709686279,"96 -5978.463938 +97 27206.845781 +98 147260.527216 +99 593.972020 +100 93841.617919 +101 119224.670939 +102 83783.614793 +103 131970.814176 +104 124332.048979 +105 127091.396594 +106 139930.484298 +107 -62593.357248 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,MLP,1.8377094268798828,"87 77512.154280 +88 88492.198238 +89 74016.234986 +90 79525.823505 +91 83837.083379 +92 -33129.493997 +93 -17225.198837 +94 87967.531993 +95 74903.441006 +96 54271.940419 +97 61482.169218 +98 78599.145843 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,XGBoost,1.9705133438110352,"96 32550.654297 +97 33969.953125 +98 25889.421875 +99 32550.654297 +100 33952.375000 +101 25889.421875 +102 32477.638672 +103 25889.421875 +104 28553.253906 +105 29113.060547 +106 27112.685547 +107 27133.955078 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,MLP,1.9006834030151367,"95 53884.046710 +96 79279.115752 +97 113521.255594 +98 111250.034344 +99 123385.230180 +100 86288.378202 +101 88771.277185 +102 122677.453016 +103 126123.129617 +104 105081.119271 +105 112794.016518 +106 72923.736148 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,XGBoost,1.690307855606079,"96 1.021739e+06 +97 1.009654e+06 +98 9.200458e+05 +99 1.011598e+06 +100 8.780682e+05 +101 9.982790e+05 +102 1.012608e+06 +103 1.010105e+06 +104 1.010799e+06 +105 1.034141e+06 +106 1.035219e+06 +107 1.015938e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,XGBoost,1.721252679824829,"96 183746.078125 +97 97335.625000 +98 108065.585938 +99 161999.828125 +100 108130.664062 +101 107556.093750 +102 107433.835938 +103 161352.140625 +104 161250.921875 +105 230411.343750 +106 181437.406250 +107 173597.890625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,IPTU,MLP,1.0389893054962158,"67 39250.123657 +68 48671.843926 +69 43608.384568 +70 48146.316005 +71 43453.407162 +72 -12837.793953 +73 48561.156275 +74 54595.717940 +75 44222.290686 +76 50591.319780 +77 47040.874957 +78 60616.464578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ISS,MLP,1.4043824672698975,"72 27164.463060 +73 31984.129325 +74 29939.013868 +75 32396.869204 +76 33434.847206 +77 28283.654983 +78 37121.372083 +79 34329.887967 +80 29591.923517 +81 35099.128622 +82 37008.530731 +83 28924.997939 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,ITBI,MLP,1.5690319538116455,"71 24322.540278 +72 19314.537924 +73 27266.984961 +74 20872.870929 +75 20033.843211 +76 23117.839977 +77 17364.479809 +78 19748.195119 +79 26819.295124 +80 25293.957379 +81 31825.656035 +82 26951.615403 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,MLP,1.0319430828094482,"72 651649.201168 +73 605814.517377 +74 602096.016427 +75 654359.217673 +76 601654.764026 +77 692542.497941 +78 713609.309123 +79 710387.747167 +80 761028.884768 +81 791416.550665 +82 831133.774641 +83 810223.011418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,MLP,1.1447293758392334,"72 30867.401533 +73 16809.547384 +74 99135.783844 +75 18623.769476 +76 68221.223427 +77 110789.186253 +78 82230.476768 +79 95089.237539 +80 107067.536152 +81 112250.060878 +82 113097.265315 +83 -1549.463844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,IPTU,SARIMAX,1.4303278923034668,"83 221803.437500 +84 220234.093750 +85 93631.046875 +86 118895.039062 +87 118595.070312 +88 92898.132812 +89 118595.070312 +90 217647.187500 +91 127713.867188 +92 93331.085938 +93 129085.335938 +94 93331.085938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ISS,XGBoost,1.0234782695770264,"84 252655.203125 +85 234253.781250 +86 240595.000000 +87 240918.843750 +88 240918.843750 +89 269220.437500 +90 269220.437500 +91 269220.437500 +92 243115.765625 +93 269220.437500 +94 293693.125000 +95 269220.437500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,ITBI,MLP,0.9859750270843506,"80 33657.301664 +81 63274.565587 +82 56834.005450 +83 76942.424039 +84 43343.962301 +85 -8394.251992 +86 26616.138112 +87 29318.945942 +88 59828.295168 +89 61129.544079 +90 -44725.634336 +91 44648.514026 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,XGBoost,1.0519061088562012,"96 524078.31250 +97 483711.34375 +98 480447.12500 +99 523238.81250 +100 456285.59375 +101 491674.46875 +102 503959.15625 +103 482747.18750 +104 493674.62500 +105 506007.68750 +106 535672.18750 +107 472990.34375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,XGBoost,1.7643613815307617,"96 182704.171875 +97 209581.781250 +98 209620.562500 +99 175065.015625 +100 175026.234375 +101 209849.609375 +102 209888.390625 +103 212030.937500 +104 212030.937500 +105 199204.093750 +106 199204.093750 +107 177189.250000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,IPTU,XGBoost,1.165151596069336,"93 77306.187500 +94 62704.464844 +95 67954.523438 +96 67676.921875 +97 67875.125000 +98 67968.968750 +99 67968.968750 +100 35952.398438 +101 35872.656250 +102 47294.917969 +103 62055.328125 +104 67484.390625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ISS,HWES,1.7244176864624023,"96 66027.593750 +97 66716.242188 +98 61415.320312 +99 67210.171875 +100 66928.812500 +101 65217.496094 +102 65313.843750 +103 65264.839844 +104 65264.839844 +105 65264.839844 +106 69554.929688 +107 64430.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,ITBI,XGBoost,2.8658173084259033,"94 15599.497070 +95 23011.582031 +96 23097.935547 +97 13741.213867 +98 15221.383789 +99 15188.242188 +100 9604.390625 +101 20932.816406 +102 26498.130859 +103 11286.469727 +104 20276.359375 +105 20319.292969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,MLP,1.040689468383789,"96 1.035565e+06 +97 9.613551e+05 +98 9.568783e+05 +99 1.038952e+06 +100 9.531063e+05 +101 1.097019e+06 +102 1.131189e+06 +103 1.122341e+06 +104 1.204831e+06 +105 1.251699e+06 +106 1.311280e+06 +107 1.281294e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,MLP,1.1510841846466064,"96 -86044.187271 +97 26473.338932 +98 174761.436453 +99 -9272.323383 +100 57569.834016 +101 111209.879936 +102 75295.126074 +103 90693.463578 +104 82491.777526 +105 94236.222996 +106 107348.329245 +107 -86940.823581 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,AR,1.2319276332855225,"60 5326.735352 +61 8203.810547 +62 8192.361328 +63 6764.726562 +64 6736.965332 +65 7257.143066 +66 7257.143066 +67 7852.937500 +68 7852.937500 +69 7837.990234 +70 7871.277832 +71 7871.277832 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,XGBoost,1.4444456100463867,"60 6931.367676 +61 6867.134277 +62 6714.089355 +63 6895.036133 +64 6883.026855 +65 6749.051270 +66 7935.273438 +67 6769.918945 +68 6671.626953 +69 6852.949219 +70 6711.460938 +71 6889.147461 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,MLP,1.1991486549377441,"60 40937.901353 +61 50279.228346 +62 21150.568805 +63 26150.506499 +64 13865.086915 +65 38620.416209 +66 44268.141040 +67 7698.223035 +68 -37076.533482 +69 34963.712720 +70 57515.821753 +71 32267.287003 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,MLP,1.0189192295074463,"60 320789.437604 +61 313524.563391 +62 352478.403852 +63 309341.259724 +64 375672.014846 +65 385152.210565 +66 355093.234194 +67 414794.035216 +68 417178.068911 +69 392376.192765 +70 453510.592644 +71 365392.515008 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,SARIMAX,0.9169416427612305,"60 29611.529297 +61 30486.207031 +62 31252.089844 +63 32106.005859 +64 31339.675781 +65 32155.486328 +66 32373.511719 +67 32740.634766 +68 32729.906250 +69 32542.134766 +70 32542.134766 +71 28849.021484 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,IPTU,MLP,1.178041934967041,"89 1.651628e+06 +90 1.124932e+06 +91 2.625218e+05 +92 1.638803e+05 +93 1.229504e+06 +94 1.025756e+06 +95 6.352664e+05 +96 -1.359017e+06 +97 1.124886e+06 +98 2.035874e+06 +99 7.892747e+05 +100 6.365497e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ISS,XGBoost,1.1853935718536377,"96 128023.851562 +97 115403.164062 +98 130924.265625 +99 147102.000000 +100 115929.937500 +101 147286.281250 +102 114657.148438 +103 118515.000000 +104 114657.148438 +105 114657.148438 +106 125323.929688 +107 114657.148438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,ITBI,XGBoost,1.1719133853912354,"90 30456.291016 +91 28958.068359 +92 38363.250000 +93 48842.289062 +94 49598.492188 +95 69860.507812 +96 85719.992188 +97 78392.882812 +98 51943.464844 +99 72884.289062 +100 96511.960938 +101 94127.523438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,SES,1.0081143379211426,"96 1524091.000 +97 1462647.750 +98 1419473.375 +99 1484716.375 +100 1336150.500 +101 1482130.000 +102 1516219.500 +103 1466571.375 +104 1479695.625 +105 1475940.375 +106 1484524.625 +107 1584959.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,SARIMAX,1.161322832107544,"96 197041.250000 +97 229966.171875 +98 276395.968750 +99 246536.843750 +100 246598.578125 +101 289581.781250 +102 298784.750000 +103 313192.281250 +104 313192.281250 +105 313192.281250 +106 313192.281250 +107 243211.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,IPTU,AR,2.718519926071167,"96 5395163.0 +97 7809360.0 +98 6553563.0 +99 6604862.5 +100 6825150.5 +101 6569002.5 +102 6710702.5 +103 6569002.5 +104 6761767.5 +105 6706633.0 +106 6761767.5 +107 6706633.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ISS,XGBoost,1.167431354522705,"96 1231647.125 +97 1231647.125 +98 1231647.125 +99 1260557.000 +100 1260221.875 +101 1242724.125 +102 1242724.125 +103 1242724.125 +104 1242724.125 +105 1260221.875 +106 1257149.500 +107 1223962.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,ITBI,XGBoost,0.991955041885376,"96 2658131.50 +97 2600671.25 +98 2629086.75 +99 2674321.25 +100 2637423.00 +101 2585031.75 +102 2598181.50 +103 2619875.75 +104 2670597.50 +105 2640157.25 +106 2639299.50 +107 2712157.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,MLP,1.046987771987915,"96 1.899117e+06 +97 1.781879e+06 +98 1.776886e+06 +99 1.921065e+06 +100 1.770781e+06 +101 2.033046e+06 +102 2.096901e+06 +103 2.093386e+06 +104 2.239840e+06 +105 2.323066e+06 +106 2.434434e+06 +107 2.378311e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,MLP,0.9799909591674805,"96 5.106144e+05 +97 8.456149e+05 +98 1.101310e+06 +99 3.981888e+05 +100 6.169786e+05 +101 1.081773e+06 +102 1.168750e+06 +103 1.292443e+06 +104 1.426274e+06 +105 1.522870e+06 +106 1.664041e+06 +107 7.578264e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,IPTU,XGBoost,1.2343130111694336,"93 19839.275391 +94 29805.738281 +95 26846.625000 +96 40432.656250 +97 26751.689453 +98 9979.083984 +99 14528.700195 +100 17543.039062 +101 17640.560547 +102 17785.919922 +103 30435.132812 +104 31388.667969 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ISS,XGBoost,1.0619983673095703,"96 43261.925781 +97 45623.636719 +98 44457.820312 +99 60320.031250 +100 28985.609375 +101 59985.343750 +102 41010.097656 +103 44262.207031 +104 52211.359375 +105 44596.097656 +106 46398.554688 +107 40423.019531 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,ITBI,XGBoost,1.043045997619629,"96 33365.425781 +97 27972.562500 +98 27948.835938 +99 32882.699219 +100 29461.955078 +101 18892.994141 +102 16160.244141 +103 16153.478516 +104 33710.265625 +105 15011.477539 +106 29140.175781 +107 21768.998047 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,XGBoost,1.9006307125091553,"96 737873.7500 +97 651184.7500 +98 653588.1250 +99 718731.9375 +100 629661.0000 +101 701137.6250 +102 707581.6250 +103 685703.7500 +104 723762.0625 +105 708496.4375 +106 743514.8125 +107 650920.8750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,MLP,1.7986781597137451,"96 -885.409108 +97 56280.020132 +98 96533.755646 +99 21976.700770 +100 61525.669024 +101 88226.940918 +102 96590.311907 +103 103733.912512 +104 104308.533338 +105 113996.087024 +106 124563.138399 +107 2508.718336 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,IPTU,XGBoost,1.6305434703826904,"91 986719.625000 +92 996704.875000 +93 413706.656250 +94 429330.875000 +95 413609.375000 +96 242577.671875 +97 283805.750000 +98 277085.593750 +99 420085.687500 +100 419839.468750 +101 432916.312500 +102 419890.500000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ISS,MLP,1.1539804935455322,"96 7.045850e+06 +97 7.375611e+06 +98 7.245026e+06 +99 7.102891e+06 +100 7.126217e+06 +101 5.807381e+06 +102 4.880191e+06 +103 5.445666e+06 +104 5.290772e+06 +105 5.898165e+06 +106 6.035968e+06 +107 5.490977e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,ITBI,MLP,0.9795830249786377,"96 183703.968344 +97 46213.345815 +98 147684.035478 +99 165727.645264 +100 84998.960079 +101 169185.358418 +102 62951.299556 +103 120829.894043 +104 175677.312137 +105 147151.775716 +106 160543.134228 +107 183477.631117 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,XGBoost,1.2532429695129395,"96 13676712.0 +97 11882146.0 +98 10831061.0 +99 12402800.0 +100 9914449.0 +101 11795377.0 +102 11935797.0 +103 11797075.0 +104 11997745.0 +105 11887613.0 +106 12779286.0 +107 10975710.0 +Name: Valor, dtype: float64" +Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,XGBoost,1.2282452583312988,"96 605594.0000 +97 600017.1250 +98 752389.9375 +99 672767.3125 +100 670783.2500 +101 550320.2500 +102 547037.9375 +103 691529.7500 +104 563056.5625 +105 564860.1875 +106 777802.5000 +107 678408.2500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,IPTU,SARIMAX,1.1976041793823242,"83 67412.117188 +84 67980.476562 +85 66882.562500 +86 61908.558594 +87 55818.570312 +88 62742.890625 +89 62884.578125 +90 58982.210938 +91 62027.964844 +92 62557.382812 +93 59581.878906 +94 62361.242188 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ISS,MLP,1.2032184600830078,"84 34585.272362 +85 71925.363916 +86 53176.973053 +87 64199.489514 +88 80276.142930 +89 70076.616937 +90 63039.130956 +91 76929.941518 +92 74263.946778 +93 63595.539824 +94 50979.339982 +95 15291.498523 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,ITBI,MLP,0.9923379421234131,"84 155983.723462 +85 19340.566310 +86 195137.193504 +87 247147.796659 +88 223205.149895 +89 455796.796384 +90 357937.413081 +91 360559.946270 +92 511345.369613 +93 549374.299658 +94 570095.084499 +95 640721.744696 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,MLP,0.9751434326171875,"84 1.252057e+06 +85 1.186788e+06 +86 1.178309e+06 +87 1.274559e+06 +88 1.172713e+06 +89 1.347180e+06 +90 1.390180e+06 +91 1.387545e+06 +92 1.485642e+06 +93 1.542253e+06 +94 1.619377e+06 +95 1.589835e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,MLP,1.06361985206604,"84 35015.712280 +85 59429.114985 +86 104656.239010 +87 18085.944345 +88 84139.235935 +89 126762.434475 +90 114978.728938 +91 130644.829278 +92 137899.884657 +93 149360.774247 +94 165602.270868 +95 18095.312455 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,IPTU,MLP,1.320436954498291,"87 114582.315087 +88 63091.792854 +89 -72093.009373 +90 83144.924567 +91 108284.771094 +92 84280.659714 +93 87765.043804 +94 76506.805613 +95 108762.071701 +96 115597.182683 +97 107557.774812 +98 119474.325099 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ISS,XGBoost,1.0299882888793945,"92 57875.816406 +93 60900.589844 +94 58372.656250 +95 49863.734375 +96 49476.132812 +97 49315.554688 +98 48398.761719 +99 46721.121094 +100 48398.761719 +101 75331.476562 +102 77723.492188 +103 26447.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,ITBI,MLP,1.022916555404663,"92 59669.533040 +93 52442.062999 +94 43823.762501 +95 48333.928400 +96 59399.908498 +97 10601.573887 +98 35177.575626 +99 54076.445366 +100 50160.445623 +101 57439.549103 +102 62326.634399 +103 60525.672217 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,MLP,1.0581860542297363,"92 8.918965e+05 +93 8.315016e+05 +94 8.288374e+05 +95 9.031667e+05 +96 8.332103e+05 +97 1.108268e+06 +98 1.023368e+06 +99 1.019094e+06 +100 1.115962e+06 +101 1.148946e+06 +102 1.222626e+06 +103 1.200929e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,MLP,1.882887363433838,"92 88091.814685 +93 105536.589186 +94 149015.291699 +95 52019.298933 +96 101574.951687 +97 2935.774644 +98 160656.199270 +99 187695.435373 +100 137019.275112 +101 165357.007207 +102 170405.013740 +103 46963.937279 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,IPTU,MLP,1.4384987354278564,"72 4.786811e+06 +73 3.388761e+06 +74 -2.190687e+06 +75 4.139177e+06 +76 4.692615e+06 +77 3.649235e+06 +78 4.018260e+06 +79 3.582379e+06 +80 4.702128e+06 +81 5.543915e+06 +82 5.275022e+06 +83 5.348590e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ISS,MLP,1.4085865020751953,"72 2.718880e+06 +73 2.775623e+06 +74 2.938302e+06 +75 2.822049e+06 +76 2.956725e+06 +77 3.036375e+06 +78 2.847623e+06 +79 2.992194e+06 +80 3.012369e+06 +81 2.964873e+06 +82 3.113897e+06 +83 2.974578e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,ITBI,XGBoost,1.9763941764831543,"72 700744.3125 +73 696508.1875 +74 797683.5000 +75 818411.5625 +76 833056.6875 +77 841121.6875 +78 890563.3750 +79 890563.3750 +80 890563.3750 +81 890563.3750 +82 890563.3750 +83 752969.3125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,MLP,1.4190833568572998,"72 6.675495e+06 +73 6.262326e+06 +74 6.176852e+06 +75 6.748274e+06 +76 6.147931e+06 +77 7.104324e+06 +78 7.379605e+06 +79 7.368361e+06 +80 7.922555e+06 +81 8.255592e+06 +82 8.690643e+06 +83 8.925820e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,MLP,1.7080247402191162,"72 -1.224040e+06 +73 3.134430e+05 +74 4.303477e+06 +75 -5.936764e+04 +76 1.265266e+06 +77 3.174739e+06 +78 1.793923e+06 +79 2.395150e+06 +80 2.616330e+06 +81 2.452818e+06 +82 2.969864e+06 +83 -2.543027e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,IPTU,XGBoost,1.2520999908447266,"92 145290.781250 +93 149393.156250 +94 177532.984375 +95 177931.187500 +96 166146.687500 +97 128240.304688 +98 134517.218750 +99 131778.375000 +100 132945.203125 +101 116813.000000 +102 134611.171875 +103 136870.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,1.0402727127075195,"92 368531.09375 +93 302110.18750 +94 361886.53125 +95 295903.21875 +96 296356.46875 +97 379349.06250 +98 297928.12500 +99 374568.81250 +100 290307.46875 +101 369664.50000 +102 290628.34375 +103 357152.03125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,ITBI,MLP,1.9706754684448242,"90 507632.149961 +91 363879.201490 +92 378859.639370 +93 577471.809366 +94 568545.965151 +95 442071.393630 +96 328082.222531 +97 592184.328614 +98 450962.414837 +99 513233.051480 +100 604666.900271 +101 231791.690248 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,MLP,1.7195861339569092,"90 4.034289e+06 +91 3.755336e+06 +92 3.828117e+06 +93 4.079404e+06 +94 3.816842e+06 +95 4.389431e+06 +96 4.509486e+06 +97 4.522508e+06 +98 4.844476e+06 +99 5.030448e+06 +100 5.487568e+06 +101 5.021605e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,MLP,1.885972261428833,"89 157983.924919 +90 349319.174579 +91 717917.983699 +92 313454.016868 +93 505061.896092 +94 621080.975397 +95 673688.356376 +96 776448.782295 +97 822244.389735 +98 885044.371955 +99 932067.777403 +100 81679.206362 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,IPTU,XGBoost,1.722163200378418,"88 19492.371094 +89 7530.608887 +90 7708.000000 +91 8106.956055 +92 6362.339844 +93 16853.193359 +94 6773.090332 +95 7855.099121 +96 7360.839844 +97 14150.173828 +98 7430.670410 +99 7430.670410 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ISS,SARIMAX,1.09452223777771,"96 48368.765625 +97 50614.671875 +98 46611.460938 +99 50614.671875 +100 48594.140625 +101 50335.335938 +102 50614.671875 +103 50349.742188 +104 50891.875000 +105 51795.484375 +106 51795.484375 +107 48294.429688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,ITBI,MLP,1.261319637298584,"92 42162.005023 +93 115697.112581 +94 88183.092535 +95 91862.785516 +96 109939.151217 +97 104738.438651 +98 88863.496167 +99 135652.596188 +100 129053.218159 +101 131138.150474 +102 62374.946216 +103 142861.982127 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,XGBoost,1.1374950408935547,"96 715157.8750 +97 668174.0000 +98 646182.1875 +99 680965.8750 +100 632316.6250 +101 673944.9375 +102 663943.4375 +103 665343.1875 +104 660483.8750 +105 671970.1250 +106 672455.0000 +107 648299.7500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,MLP,2.0131678581237793,"94 -28756.258301 +95 8938.989734 +96 117333.690985 +97 32430.400706 +98 54803.559899 +99 105115.491994 +100 69706.675596 +101 83413.326635 +102 98295.771276 +103 88389.791000 +104 97320.944827 +105 -68110.415957 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,IPTU,MLP,1.533632516860962,"95 159504.997303 +96 74168.392845 +97 55668.363963 +98 -24170.783209 +99 141546.928476 +100 126082.833688 +101 98827.945260 +102 99027.471357 +103 112888.436950 +104 113211.544511 +105 137960.492052 +106 134631.689967 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ISS,MLP,1.8927116394042969,"96 83566.672495 +97 85754.140494 +98 92402.630123 +99 89443.216445 +100 87298.844243 +101 99037.120568 +102 99986.332055 +103 105767.528262 +104 105393.550890 +105 111699.271318 +106 116880.118066 +107 116974.892575 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,ITBI,MLP,2.118504524230957,"93 115361.757670 +94 72498.126187 +95 56654.606383 +96 90064.904889 +97 -159398.976479 +98 157851.604921 +99 134018.832499 +100 8220.290412 +101 86320.858960 +102 91140.983798 +103 99110.718058 +104 73136.493254 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,MLP,1.3305518627166748,"96 733613.827053 +97 689593.295938 +98 780188.137690 +99 759100.200281 +100 694195.221253 +101 808691.380341 +102 823812.605327 +103 828167.122943 +104 884712.077537 +105 913271.556154 +106 960140.723233 +107 940923.331227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,XGBoost,1.419023036956787,"96 232072.296875 +97 232800.125000 +98 236590.546875 +99 253432.234375 +100 261489.625000 +101 259842.515625 +102 260071.515625 +103 260071.515625 +104 260071.515625 +105 224605.984375 +106 224605.984375 +107 224605.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,IPTU,MLP,1.0795245170593262,"67 56217.860325 +68 58203.621365 +69 34226.138683 +70 40604.342854 +71 -28382.172770 +72 47055.488545 +73 61843.283371 +74 25973.525847 +75 44174.509517 +76 43283.346453 +77 43725.765778 +78 58676.944216 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ISS,MLP,1.9270269870758057,"80 29483.679536 +81 29731.355577 +82 24753.251612 +83 25418.592066 +84 12251.315809 +85 27277.285111 +86 2990.786466 +87 19947.604566 +88 27526.601887 +89 28488.625641 +90 28503.643730 +91 23553.287363 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,ITBI,XGBoost,1.0979645252227783,"80 3021.644287 +81 2427.303467 +82 3888.723145 +83 3603.573486 +84 2280.063232 +85 4018.027832 +86 4246.924316 +87 3125.844482 +88 2478.310303 +89 3474.695312 +90 3753.433350 +91 3474.695312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,XGBoost,0.9300727844238281,"80 277232.09375 +81 268765.09375 +82 288974.37500 +83 312793.78125 +84 305207.46875 +85 268237.59375 +86 293352.75000 +87 313517.96875 +88 270055.75000 +89 269052.81250 +90 280959.34375 +91 313218.68750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,XGBoost,1.3217833042144775,"79 25421.279297 +80 42042.109375 +81 26978.541016 +82 25566.710938 +83 25354.890625 +84 26873.005859 +85 32797.343750 +86 34501.593750 +87 40751.636719 +88 40751.636719 +89 41488.808594 +90 25004.794922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,IPTU,MLP,2.595705270767212,"96 -143894.823748 +97 78002.395186 +98 433510.787226 +99 266830.088828 +100 194976.459669 +101 298811.032591 +102 342534.358359 +103 338330.672511 +104 303107.135195 +105 337939.813808 +106 366678.230691 +107 363122.891335 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ISS,MLP,1.707409143447876,"96 206332.400766 +97 256504.757341 +98 257737.976895 +99 261419.570305 +100 277002.640716 +101 241482.812857 +102 263571.431322 +103 227224.798140 +104 201519.015374 +105 219215.970839 +106 170310.331394 +107 71605.150214 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,ITBI,MLP,1.6266746520996094,"96 78016.699431 +97 87690.880652 +98 61675.080965 +99 73317.475464 +100 56867.683687 +101 83342.834230 +102 98928.484736 +103 78447.870098 +104 87862.078436 +105 98619.417974 +106 50563.390247 +107 99838.866380 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,XGBoost,1.8082282543182373,"96 1378521.125 +97 1278058.000 +98 1288524.125 +99 1308048.500 +100 1154950.750 +101 1272299.500 +102 1301878.125 +103 1297075.750 +104 1292863.000 +105 1344403.500 +106 1373766.500 +107 1288265.125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,MLP,1.12382173538208,"96 -319274.334567 +97 -73857.541256 +98 840466.351994 +99 31964.148387 +100 197410.080971 +101 470826.033974 +102 330515.840488 +103 407533.829603 +104 357525.855755 +105 406545.934557 +106 478165.197473 +107 -620418.304418 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,IPTU,MLP,1.9833905696868896,"92 36100.492857 +93 22237.367968 +94 -23701.614597 +95 47010.336445 +96 53727.720620 +97 46560.119853 +98 50078.715762 +99 49020.700283 +100 55934.213936 +101 61357.825817 +102 55069.811772 +103 52888.846792 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ISS,XGBoost,1.6292734146118164,"92 23012.072266 +93 21636.345703 +94 21649.982422 +95 16130.471680 +96 17789.507812 +97 16116.392578 +98 21810.986328 +99 21910.435547 +100 16108.371094 +101 22542.115234 +102 17951.941406 +103 16108.371094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,ITBI,MLP,1.193408489227295,"92 49849.487635 +93 44191.251891 +94 27828.501484 +95 51227.717788 +96 35622.339848 +97 30556.939193 +98 38293.181496 +99 21596.149132 +100 44622.597869 +101 27380.929602 +102 30893.500588 +103 55580.398449 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,MLP,1.0952847003936768,"92 525317.308342 +93 495154.261895 +94 492087.273490 +95 523597.278926 +96 471473.490199 +97 577140.826496 +98 566223.679904 +99 565092.524535 +100 605747.827595 +101 624140.316614 +102 655809.129156 +103 640533.176337 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,MLP,1.6314122676849365,"92 11060.250049 +93 55602.353835 +94 81151.623415 +95 31425.344323 +96 78290.954063 +97 33605.693924 +98 86601.506278 +99 109769.341420 +100 93498.231641 +101 116492.205281 +102 116294.370208 +103 -5036.197309 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,MLP,1.8229436874389648,"96 366122.095582 +97 322192.061295 +98 39920.630716 +99 170048.750397 +100 346845.181420 +101 331650.851055 +102 346014.207464 +103 319822.379921 +104 363047.089863 +105 371808.603359 +106 380618.564826 +107 211775.146042 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ISS,XGBoost,1.5471522808074951,"96 453038.96875 +97 424930.65625 +98 438417.87500 +99 480051.34375 +100 478097.28125 +101 407135.25000 +102 463687.40625 +103 478097.28125 +104 462390.50000 +105 462061.93750 +106 462061.93750 +107 423170.65625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,MLP,1.858541488647461,"96 166639.624315 +97 126255.272230 +98 90912.812215 +99 110268.785903 +100 113195.984191 +101 132819.237756 +102 105226.281358 +103 131112.166622 +104 107439.210966 +105 129490.873389 +106 178554.335720 +107 180160.438844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,XGBoost,1.828866958618164,"96 643219.8750 +97 648618.0625 +98 645305.5625 +99 628673.0625 +100 615870.4375 +101 615896.1250 +102 636724.2500 +103 636724.2500 +104 636724.2500 +105 636956.1250 +106 646392.2500 +107 636956.1250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,MLP,1.1627552509307861,"82 62128.037401 +83 138293.423857 +84 185805.139595 +85 87099.099442 +86 142335.790875 +87 194500.337195 +88 201898.688695 +89 227988.751214 +90 262332.754085 +91 282765.580623 +92 305159.031027 +93 140725.584067 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,IPTU,MLP,1.0619282722473145,"61 84716.622590 +62 56195.327777 +63 -11799.617167 +64 61805.129199 +65 76335.415198 +66 19476.895485 +67 40800.935954 +68 63999.263641 +69 -75279.965596 +70 107931.051431 +71 100354.444259 +72 -44255.018129 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ISS,XGBoost,1.8227126598358154,"96 20168.039062 +97 24397.056641 +98 25350.074219 +99 28247.746094 +100 26413.507812 +101 25245.201172 +102 29217.558594 +103 24474.087891 +104 26266.757812 +105 24270.574219 +106 27589.375000 +107 24474.087891 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,ITBI,MLP,1.2465152740478516,"96 96616.065377 +97 25589.653072 +98 124379.859293 +99 43960.569320 +100 36070.766739 +101 105506.349081 +102 64113.430132 +103 51328.443158 +104 94991.852664 +105 -147653.765014 +106 175127.299981 +107 161886.444583 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,MLP,1.0474812984466553,"96 793197.027213 +97 734684.833867 +98 728075.639895 +99 788503.448487 +100 779951.933060 +101 839146.576383 +102 860132.739704 +103 860391.268793 +104 914706.581457 +105 952399.918364 +106 994856.529165 +107 961330.300162 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,MLP,1.295475959777832,"96 12745.032626 +97 42478.013800 +98 118865.366328 +99 16478.232634 +100 11637.268915 +101 145902.410150 +102 115418.936795 +103 106461.533912 +104 121452.299097 +105 123551.882245 +106 148779.611288 +107 -82231.118647 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,IPTU,XGBoost,1.2340896129608154,"96 458698.406250 +97 461475.781250 +98 395809.968750 +99 366993.812500 +100 354267.937500 +101 323796.312500 +102 222139.015625 +103 217221.281250 +104 215980.812500 +105 215980.812500 +106 221674.765625 +107 227023.640625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ISS,MLP,2.8944740295410156,"96 610140.639535 +97 681456.034370 +98 678947.256122 +99 668774.273030 +100 707088.844197 +101 704770.780490 +102 733746.271037 +103 683211.825508 +104 719385.850484 +105 724220.774229 +106 708124.375298 +107 696844.974519 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,ITBI,XGBoost,2.283160924911499,"96 350745.718750 +97 423427.031250 +98 448047.625000 +99 482246.187500 +100 261590.515625 +101 443359.218750 +102 482503.156250 +103 257239.359375 +104 247696.734375 +105 458165.468750 +106 482397.312500 +107 455514.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,SES,1.4497134685516357,"96 3352798.75 +97 3306528.00 +98 3168658.25 +99 3287899.50 +100 3123134.75 +101 3288726.00 +102 3490908.75 +103 3326005.50 +104 3509786.50 +105 3446134.50 +106 3547215.50 +107 3243403.75 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.206263780593872,"96 1018167.625 +97 1091631.000 +98 1245344.500 +99 1244600.625 +100 1244600.625 +101 1172953.125 +102 1283837.875 +103 1330736.750 +104 1330736.750 +105 1330736.750 +106 1330736.750 +107 1228159.000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,IPTU,MLP,1.50217866897583,"95 60028.374187 +96 40622.943290 +97 14258.978116 +98 -18468.730983 +99 19579.182521 +100 59592.095874 +101 40375.612114 +102 34034.148661 +103 44714.032165 +104 52602.468893 +105 53855.357093 +106 50283.664257 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ISS,XGBoost,1.5947620868682861,"96 17174.937500 +97 21281.548828 +98 15659.298828 +99 17362.935547 +100 16276.336914 +101 16227.012695 +102 19274.501953 +103 17503.224609 +104 20135.708984 +105 18233.019531 +106 17663.714844 +107 17678.105469 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,ITBI,MLP,0.9889223575592041,"90 47393.857645 +91 39844.796620 +92 32702.888442 +93 29216.118108 +94 30376.418113 +95 47559.868972 +96 44181.317801 +97 3845.073318 +98 15677.340496 +99 8963.268029 +100 42515.352548 +101 41890.634670 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,MLP,1.3598244190216064,"96 513269.566354 +97 487782.272717 +98 484663.028558 +99 526249.862416 +100 486430.304755 +101 558160.473282 +102 576638.879810 +103 576058.764954 +104 615886.421061 +105 638929.251859 +106 669830.300134 +107 657632.644353 +Name: Valor, dtype: float64" +Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,MLP,1.1732008457183838,"96 28162.642721 +97 44296.104068 +98 56654.523571 +99 9203.986511 +100 56300.203642 +101 69900.030650 +102 73227.462322 +103 76494.347685 +104 79389.672144 +105 85969.067385 +106 96534.520334 +107 14486.195857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,IPTU,MLP,1.152918815612793,"92 57900.535770 +93 29589.907373 +94 -13282.328672 +95 53913.811847 +96 -41828.590945 +97 52719.980935 +98 65426.747470 +99 -13359.151933 +100 40810.019590 +101 48697.893054 +102 20883.906281 +103 34532.019427 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ISS,XGBoost,1.1471247673034668,"96 36868.765625 +97 58608.023438 +98 39574.589844 +99 37133.308594 +100 37674.746094 +101 50288.945312 +102 46533.476562 +103 49834.828125 +104 65126.933594 +105 65126.933594 +106 86334.937500 +107 37723.589844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,ITBI,XGBoost,1.0156528949737549,"96 14071.528320 +97 18086.386719 +98 32902.406250 +99 21726.011719 +100 53826.769531 +101 21786.246094 +102 54193.347656 +103 14583.669922 +104 37259.218750 +105 53007.937500 +106 46935.343750 +107 26881.322266 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,MLP,1.6288378238677979,"96 722820.089208 +97 777207.763740 +98 775434.618593 +99 749910.079136 +100 765632.367664 +101 857547.120236 +102 814935.948146 +103 822156.871139 +104 872087.675929 +105 901214.988453 +106 951333.965998 +107 785764.280141 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,MLP,1.6764342784881592,"83 54815.769377 +84 29864.319698 +85 56457.694863 +86 56121.015279 +87 60553.238758 +88 12484.654431 +89 -23691.097025 +90 38648.795101 +91 72751.037543 +92 51815.981724 +93 48975.429421 +94 -6184.625390 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,IPTU,SARIMAX,3.157334804534912,"78 29162.890625 +79 80077.914062 +80 83970.367188 +81 88908.109375 +82 114822.085938 +83 114664.390625 +84 123084.703125 +85 98495.468750 +86 98495.468750 +87 111650.046875 +88 111691.304688 +89 123084.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ISS,SES,1.6399481296539307,"96 40171.593750 +97 68202.617188 +98 51031.683594 +99 47291.730469 +100 40435.699219 +101 49469.175781 +102 50225.964844 +103 47229.480469 +104 49721.968750 +105 40371.292969 +106 50122.167969 +107 48031.277344 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,ITBI,XGBoost,1.2689502239227295,"96 30052.658203 +97 26377.470703 +98 23797.171875 +99 25466.787109 +100 25604.988281 +101 13072.054688 +102 12083.213867 +103 14861.446289 +104 17369.242188 +105 9932.669922 +106 26763.078125 +107 12989.541992 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,MLP,1.1256000995635986,"96 754657.703496 +97 703258.308085 +98 699249.241929 +99 754640.334916 +100 690896.929211 +101 794531.539401 +102 817831.507005 +103 813494.946123 +104 872504.225480 +105 906362.923067 +106 951636.735524 +107 928873.843145 +Name: Valor, dtype: float64" +Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,MLP,1.1574897766113281,"96 -92326.841833 +97 26496.142801 +98 227227.644818 +99 -18788.382544 +100 74803.430311 +101 152884.797314 +102 99664.208893 +103 132279.145281 +104 118099.973923 +105 126901.250316 +106 152322.008862 +107 -148426.261164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,IPTU,MLP,1.108996868133545,"89 82505.584151 +90 54594.665556 +91 23098.626588 +92 64314.557738 +93 67512.234116 +94 -71658.031088 +95 94410.113438 +96 98862.606211 +97 4770.307811 +98 57728.932890 +99 69335.550647 +100 63708.651892 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ISS,MLP,1.4773247241973877,"96 79419.875901 +97 86177.273260 +98 53284.983716 +99 80589.709741 +100 83175.828931 +101 79268.833798 +102 65186.641289 +103 66920.454889 +104 88936.805803 +105 84180.659769 +106 49714.359939 +107 70981.651216 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,ITBI,MLP,1.114774227142334,"92 16773.636979 +93 11627.677185 +94 12024.679352 +95 13094.155341 +96 18034.676049 +97 10807.108599 +98 18411.982953 +99 22826.660604 +100 21999.109321 +101 23833.737966 +102 20854.991431 +103 21790.776649 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,MLP,2.182171106338501,"96 634209.555121 +97 632072.789575 +98 627270.827437 +99 671046.570270 +100 619043.297816 +101 706631.280634 +102 727143.705733 +103 724882.715177 +104 773145.169788 +105 800377.459772 +106 837057.396850 +107 811724.560588 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,XGBoost,1.738405704498291,"96 198584.312500 +97 257158.750000 +98 252901.984375 +99 252901.984375 +100 252901.984375 +101 287773.562500 +102 287836.562500 +103 287836.562500 +104 299774.062500 +105 299774.062500 +106 299774.062500 +107 287836.562500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,IPTU,XGBoost,1.8844122886657715,"85 28802.871094 +86 29255.748047 +87 20456.140625 +88 17223.441406 +89 25527.292969 +90 22125.130859 +91 25789.603516 +92 20065.277344 +93 20511.900391 +94 25789.603516 +95 26289.400391 +96 20779.037109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ISS,MLP,1.5035426616668701,"92 12283.054742 +93 12032.717996 +94 14969.233459 +95 13881.106659 +96 15574.135382 +97 16109.479357 +98 13260.927201 +99 16903.994033 +100 17457.938041 +101 18884.033983 +102 19627.460158 +103 7637.527986 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,ITBI,MLP,1.033324956893921,"80 57581.060252 +81 24581.874977 +82 21153.260261 +83 43358.561492 +84 36325.417304 +85 -71356.456817 +86 67766.020564 +87 91644.772763 +88 -30341.645100 +89 -242.438171 +90 79139.212379 +91 41782.329115 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,MLP,1.0401611328125,"92 429085.558414 +93 403931.601266 +94 403528.051545 +95 436024.056397 +96 402903.797989 +97 462590.884537 +98 477975.437744 +99 478323.284202 +100 512246.028866 +101 532346.544730 +102 558743.267739 +103 548123.173926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,XGBoost,1.3545477390289307,"92 36313.207031 +93 33538.304688 +94 48066.375000 +95 32159.843750 +96 32315.794922 +97 35939.371094 +98 43633.996094 +99 48086.832031 +100 48086.832031 +101 52066.957031 +102 54482.058594 +103 37276.886719 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,IPTU,XGBoost,1.3600928783416748,"90 319206.093750 +91 137700.593750 +92 144663.562500 +93 70681.625000 +94 82081.664062 +95 109369.343750 +96 51855.238281 +97 47765.566406 +98 62270.035156 +99 52180.574219 +100 69732.117188 +101 37588.273438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ISS,XGBoost,1.0991966724395752,"92 180296.578125 +93 274261.750000 +94 272482.125000 +95 181768.843750 +96 246989.625000 +97 237837.343750 +98 247554.906250 +99 186541.234375 +100 186532.375000 +101 247027.906250 +102 231052.203125 +103 235471.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,ITBI,MLP,1.0124971866607666,"92 135214.962971 +93 100765.961758 +94 81781.067476 +95 139960.861965 +96 158580.075352 +97 143129.259324 +98 161954.970861 +99 103734.805043 +100 189885.579895 +101 168848.211883 +102 189946.058075 +103 181059.800399 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,XGBoost,2.000189781188965,"92 1501312.875 +93 1263732.625 +94 1137393.000 +95 1335813.000 +96 1092562.125 +97 1455840.750 +98 1406178.625 +99 1396761.875 +100 1421313.125 +101 1407207.375 +102 1465209.125 +103 1120162.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,MLP,2.16394305229187,"92 157517.991107 +93 304481.303201 +94 497500.485546 +95 125616.302038 +96 387676.269264 +97 518487.167724 +98 495697.732437 +99 552412.386292 +100 578019.825569 +101 643524.580696 +102 678584.251201 +103 56164.115574 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,IPTU,XGBoost,2.0529255867004395,"95 21175.603516 +96 21166.800781 +97 11125.266602 +98 10978.623047 +99 9878.483398 +100 12010.813477 +101 10906.256836 +102 11405.395508 +103 8895.229492 +104 9937.048828 +105 10429.620117 +106 10286.416016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ISS,XGBoost,1.8757266998291016,"96 15298.635742 +97 18506.916016 +98 17633.861328 +99 15176.750977 +100 16989.724609 +101 15281.486328 +102 13459.649414 +103 13328.560547 +104 17190.101562 +105 13401.922852 +106 15607.249023 +107 15547.793945 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,ITBI,XGBoost,1.019740104675293,"94 24762.250000 +95 26931.406250 +96 18558.152344 +97 16756.306641 +98 4869.779785 +99 11091.995117 +100 21202.962891 +101 14984.166992 +102 11945.086914 +103 17931.046875 +104 1420.939331 +105 23599.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,MLP,0.992154598236084,"96 694998.248907 +97 662370.125867 +98 660194.939692 +99 720168.503602 +100 669255.916660 +101 768962.053411 +102 797718.055012 +103 799943.175821 +104 858377.743094 +105 894303.544293 +106 941403.403669 +107 930537.977059 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,MLP,1.503021240234375,"94 -31424.166837 +95 24374.318362 +96 108296.274100 +97 -40777.190187 +98 65610.960294 +99 85583.498941 +100 49413.880913 +101 82525.517005 +102 63508.675402 +103 73962.776293 +104 94042.683973 +105 -84102.433278 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,IPTU,MLP,1.1985187530517578,"96 251131.011580 +97 182042.116807 +98 72054.975008 +99 148607.934434 +100 -170481.218544 +101 269862.991636 +102 282415.308265 +103 25874.033953 +104 150312.367748 +105 202550.882180 +106 200074.457051 +107 182834.918041 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ISS,MLP,1.499086856842041,"96 66051.186927 +97 117868.069164 +98 109873.771749 +99 79956.370263 +100 99064.758914 +101 92544.810054 +102 107695.114187 +103 104663.974547 +104 119714.587348 +105 127170.766294 +106 107081.930896 +107 120995.239826 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,ITBI,MLP,1.185288429260254,"94 96019.814676 +95 125741.235911 +96 95902.490236 +97 138602.894062 +98 108422.262952 +99 105804.841325 +100 126442.612283 +101 110527.863263 +102 106410.648882 +103 142073.706567 +104 47121.444911 +105 146345.055375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,MLP,1.3888814449310303,"96 1.249097e+06 +97 1.169367e+06 +98 1.165682e+06 +99 1.261885e+06 +100 1.162199e+06 +101 1.335956e+06 +102 1.379044e+06 +103 1.377064e+06 +104 1.476999e+06 +105 1.535268e+06 +106 1.614105e+06 +107 1.580519e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,XGBoost,1.9535584449768066,"96 452037.00000 +97 422768.37500 +98 452037.00000 +99 513527.56250 +100 513527.56250 +101 513527.56250 +102 490007.34375 +103 490007.34375 +104 490007.34375 +105 489788.87500 +106 505634.62500 +107 489788.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,IPTU,MLP,3.3938252925872803,"90 14100.544798 +91 7476.941919 +92 5222.488710 +93 -3668.449824 +94 9446.079415 +95 13164.606162 +96 4222.826495 +97 6463.532318 +98 11361.370905 +99 10471.884174 +100 9135.120425 +101 6288.160857 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ISS,MLP,1.799288034439087,"96 16047.079156 +97 18743.393055 +98 19192.626438 +99 20052.718968 +100 20698.911806 +101 23722.760557 +102 21787.564511 +103 18219.526521 +104 19740.553092 +105 20181.610880 +106 20996.341638 +107 17748.081656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,ITBI,MLP,1.3793003559112549,"80 9684.392978 +81 6008.621075 +82 12652.334646 +83 14293.964071 +84 9387.219687 +85 8820.834021 +86 7382.614422 +87 16055.717249 +88 15352.197511 +89 12338.927717 +90 12651.385110 +91 10264.438849 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,MLP,1.090097188949585,"96 301929.820035 +97 284587.128477 +98 274022.077642 +99 298222.591476 +100 272772.383996 +101 312975.139134 +102 321522.292690 +103 315121.179981 +104 336782.146136 +105 347693.665686 +106 361337.239306 +107 348332.697222 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,XGBoost,1.7389087677001953,"96 67314.281250 +97 68031.835938 +98 64782.335938 +99 70405.593750 +100 62681.214844 +101 61197.058594 +102 70327.765625 +103 79683.468750 +104 79693.718750 +105 79693.718750 +106 79693.718750 +107 72787.656250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,IPTU,MLP,0.9516174793243408,"87 82547.862632 +88 36940.676119 +89 -89621.762799 +90 97244.660935 +91 85484.961624 +92 -20279.234022 +93 50821.979763 +94 70008.342363 +95 48202.539463 +96 48434.739996 +97 49646.386158 +98 61679.505986 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ISS,MLP,1.609147310256958,"96 111154.249348 +97 195354.952235 +98 168016.862942 +99 179580.080714 +100 186632.933710 +101 189279.141235 +102 199536.779156 +103 192245.524298 +104 174727.264459 +105 207394.337497 +106 192659.142531 +107 206983.442116 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,ITBI,XGBoost,1.8487849235534668,"96 63929.734375 +97 35012.089844 +98 44152.988281 +99 64504.386719 +100 35166.710938 +101 35006.492188 +102 64433.515625 +103 55334.023438 +104 63809.625000 +105 59585.652344 +106 40051.687500 +107 54800.859375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,XGBoost,1.6479072570800781,"96 618697.4375 +97 654088.3750 +98 557196.6250 +99 640402.3125 +100 569156.4375 +101 618236.0625 +102 630504.0625 +103 606245.6250 +104 638017.6875 +105 642890.0625 +106 645200.6250 +107 589648.0625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,XGBoost,1.6644232273101807,"94 91018.523438 +95 130611.250000 +96 110638.726562 +97 100402.148438 +98 100402.148438 +99 65848.117188 +100 65848.117188 +101 137214.875000 +102 137197.859375 +103 137197.859375 +104 168511.984375 +105 151020.703125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,IPTU,XGBoost,2.2062153816223145,"96 428003.250000 +97 485245.406250 +98 300444.687500 +99 390324.062500 +100 295467.687500 +101 253129.296875 +102 259823.921875 +103 361819.125000 +104 259496.265625 +105 237729.312500 +106 232653.500000 +107 396384.375000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ISS,XGBoost,1.2854557037353516,"96 657341.4375 +97 649332.8125 +98 644668.3750 +99 644668.3750 +100 628658.9375 +101 639115.7500 +102 641575.4375 +103 655839.5625 +104 649792.2500 +105 650095.1250 +106 649974.8750 +107 650482.6250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,ITBI,XGBoost,1.2189617156982422,"96 600880.375000 +97 298019.687500 +98 277434.500000 +99 365570.593750 +100 320076.125000 +101 320697.843750 +102 247450.140625 +103 322600.062500 +104 321266.875000 +105 284540.468750 +106 367755.312500 +107 322230.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,XGBoost,1.1344809532165527,"96 2226606.250 +97 2064929.375 +98 2029714.000 +99 2151414.250 +100 1955287.500 +101 2229685.750 +102 2180724.000 +103 2169388.000 +104 2117858.000 +105 2223959.250 +106 2223959.250 +107 2164117.500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,MLP,1.1028602123260498,"96 -1.535656e+05 +97 3.597451e+05 +98 1.277783e+06 +99 1.642025e+05 +100 7.438454e+05 +101 1.117098e+06 +102 9.765745e+05 +103 1.147190e+06 +104 1.134723e+06 +105 1.254939e+06 +106 1.359294e+06 +107 -5.736322e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,IPTU,MLP,1.3271863460540771,"96 -6.859964e+04 +97 5.209079e+06 +98 6.259187e+06 +99 5.725199e+06 +100 6.325734e+06 +101 5.356053e+06 +102 6.176356e+06 +103 5.887500e+06 +104 6.142832e+06 +105 6.481390e+06 +106 6.665795e+06 +107 5.578952e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ISS,SARIMAX,1.5175199508666992,"96 1847468.625 +97 1841788.625 +98 1841788.625 +99 1901557.375 +100 1898738.500 +101 1898738.500 +102 1908335.750 +103 1908335.750 +104 1908335.750 +105 1908335.750 +106 1908335.750 +107 1908335.750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,ITBI,MLP,1.3636291027069092,"96 9.715409e+05 +97 8.721324e+05 +98 8.501947e+05 +99 9.887473e+05 +100 8.522569e+05 +101 9.652630e+05 +102 1.085018e+06 +103 8.002759e+05 +104 9.485552e+05 +105 6.603553e+05 +106 1.031891e+06 +107 9.346714e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,XGBoost,1.0040380954742432,"96 4014138.00 +97 3807857.25 +98 3579125.75 +99 3784639.25 +100 3587106.25 +101 3570851.50 +102 3517405.50 +103 3509310.75 +104 3518275.75 +105 3701470.25 +106 3733337.50 +107 3584915.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,MLP,1.12235689163208,"96 1.200932e+06 +97 1.386554e+06 +98 1.891875e+06 +99 4.583964e+05 +100 9.910838e+05 +101 2.117361e+06 +102 1.936247e+06 +103 1.981855e+06 +104 2.282280e+06 +105 2.354115e+06 +106 2.513662e+06 +107 1.062053e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,IPTU,SARIMAX,1.869417667388916,"93 4793.428711 +94 4427.264648 +95 5317.657227 +96 2873.671875 +97 1779.325195 +98 1896.607788 +99 1950.334595 +100 1158.560059 +101 1074.737305 +102 1993.664917 +103 2107.752686 +104 1724.669556 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ISS,MLP,2.566889524459839,"96 46230.704059 +97 21418.024682 +98 36488.059978 +99 51017.769499 +100 49066.627268 +101 49298.337780 +102 45386.725388 +103 48693.578470 +104 56482.790221 +105 57369.636426 +106 48215.288693 +107 55465.376580 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,2.8888702392578125,"90 13523.477539 +91 15203.416992 +92 13356.342773 +93 12881.445312 +94 12779.236328 +95 14356.686523 +96 9546.241211 +97 9104.526367 +98 12842.831055 +99 12842.831055 +100 13774.515625 +101 14982.169922 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,XGBoost,1.746934413909912,"96 491479.62500 +97 472967.43750 +98 489510.40625 +99 514050.71875 +100 462563.15625 +101 505884.15625 +102 505884.15625 +103 472967.43750 +104 505884.15625 +105 514410.96875 +106 505260.46875 +107 475031.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,MLP,1.313626766204834,"96 38353.507854 +97 56426.740900 +98 67589.714243 +99 19911.830157 +100 69354.020666 +101 88680.924218 +102 82454.313951 +103 94171.550520 +104 90355.736001 +105 102371.839726 +106 110101.175642 +107 33236.873737 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,1.4062387943267822,"96 637385.812500 +97 329980.750000 +98 332380.750000 +99 263859.343750 +100 241578.312500 +101 266071.187500 +102 249569.687500 +103 430613.937500 +104 463466.093750 +105 373617.687500 +106 225924.921875 +107 348838.687500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,MLP,1.0494508743286133,"96 432838.317013 +97 457682.062281 +98 472674.419769 +99 478625.791447 +100 494441.304565 +101 497695.177389 +102 528509.098333 +103 507242.234560 +104 517658.247828 +105 495867.424346 +106 688027.686185 +107 557547.989810 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,MLP,1.3539774417877197,"96 294312.403677 +97 220287.623115 +98 249085.849660 +99 325481.143242 +100 369348.089532 +101 390496.293471 +102 287096.485514 +103 342681.089696 +104 356657.066833 +105 391157.721558 +106 431193.087755 +107 71041.092575 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,XGBoost,1.3020024299621582,"96 2609772.50 +97 2568076.75 +98 2622557.50 +99 2578846.25 +100 2218693.25 +101 2415355.00 +102 2500532.50 +103 2464413.00 +104 2472053.75 +105 2472053.75 +106 2738127.00 +107 2373124.25 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,MLP,2.1782901287078857,"96 1.018046e+05 +97 4.466258e+05 +98 8.589251e+05 +99 3.044555e+05 +100 5.807804e+05 +101 8.264591e+05 +102 7.862321e+05 +103 8.830187e+05 +104 9.459014e+05 +105 1.006049e+06 +106 1.081768e+06 +107 6.809595e+04 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,IPTU,HWES,1.8722600936889648,"93 34849.023438 +94 19162.001953 +95 21083.833984 +96 10409.490234 +97 12280.764648 +98 12470.314453 +99 26467.720703 +100 15788.950195 +101 12766.081055 +102 14542.782227 +103 29830.259766 +104 22669.984375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ISS,MLP,1.8744323253631592,"96 29423.932473 +97 28680.111919 +98 17377.260955 +99 9577.153552 +100 9530.704758 +101 26851.848529 +102 22824.649247 +103 23043.020321 +104 22788.359889 +105 21524.650407 +106 27639.541138 +107 27966.975015 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,ITBI,XGBoost,1.603485345840454,"87 5465.152832 +88 12935.849609 +89 6292.110352 +90 13239.089844 +91 15192.602539 +92 7261.169434 +93 7277.151855 +94 6742.792969 +95 7932.071289 +96 13143.846680 +97 13224.367188 +98 13707.949219 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,MLP,1.003800392150879,"96 375066.306090 +97 346148.850151 +98 342869.169752 +99 371407.375021 +100 338217.215567 +101 388986.658304 +102 398824.436335 +103 393556.948693 +104 421009.124471 +105 434463.528511 +106 453163.076287 +107 437172.804993 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,MLP,1.1308684349060059,"96 -36288.567123 +97 20771.770440 +98 94532.807498 +99 -8348.337021 +100 33129.270056 +101 70309.437324 +102 54344.206237 +103 57767.002484 +104 55689.674671 +105 60194.297009 +106 71082.261113 +107 -50482.508234 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,IPTU,XGBoost,1.0909419059753418,"80 175066.234375 +81 175475.609375 +82 56098.917969 +83 47453.050781 +84 64888.714844 +85 65482.960938 +86 57003.015625 +87 55914.472656 +88 59104.207031 +89 61437.835938 +90 54809.953125 +91 59656.691406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,0.9949202537536621,"80 127017.625000 +81 101813.953125 +82 138382.453125 +83 139733.328125 +84 127017.625000 +85 114143.000000 +86 131394.390625 +87 131378.359375 +88 145200.437500 +89 145332.281250 +90 146472.687500 +91 131871.218750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,ITBI,MLP,2.0192019939422607,"80 216513.427363 +81 173029.677830 +82 230407.255710 +83 152544.972969 +84 231343.707771 +85 227918.330409 +86 220592.100246 +87 245448.023898 +88 227589.355769 +89 195160.817907 +90 295963.360547 +91 185164.004704 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,MLP,1.339984655380249,"77 4.290914e+06 +78 2.419151e+06 +79 3.947588e+06 +80 3.285271e+06 +81 3.521800e+06 +82 4.254935e+06 +83 4.518129e+06 +84 3.031934e+06 +85 5.233425e+06 +86 4.374148e+06 +87 4.921652e+06 +88 5.614078e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.0084013938903809,"74 364887.312500 +75 364411.343750 +76 657425.500000 +77 243257.468750 +78 223439.937500 +79 307820.593750 +80 642140.687500 +81 371702.687500 +82 249657.546875 +83 657613.687500 +84 688435.875000 +85 304280.343750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,XGBoost,1.8867037296295166,"70 47810.101562 +71 48459.175781 +72 32243.234375 +73 45968.242188 +74 45967.964844 +75 16842.263672 +76 15607.699219 +77 32667.974609 +78 17649.917969 +79 33565.527344 +80 33842.035156 +81 33541.578125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,MLP,1.0348072052001953,"76 86499.812520 +77 111144.842196 +78 82845.325013 +79 95067.372651 +80 39334.166579 +81 26292.411073 +82 116150.842559 +83 107743.817248 +84 114546.457530 +85 110085.560940 +86 -24663.923790 +87 49459.214723 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,SES,1.510291576385498,"70 19990.812500 +71 29288.353516 +72 25231.162109 +73 20006.759766 +74 9910.105469 +75 6208.384766 +76 29267.732422 +77 7050.933594 +78 3126.071777 +79 28394.667969 +80 3696.786377 +81 28832.537109 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.928363561630249,"76 937713.9375 +77 592110.5000 +78 701625.1250 +79 700481.1875 +80 610354.5000 +81 659969.5625 +82 658056.6875 +83 700484.0000 +84 662112.3125 +85 679927.7500 +86 721583.3125 +87 686771.3750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,MLP,1.3186752796173096,"70 105122.941829 +71 46421.241143 +72 158257.368097 +73 122723.903963 +74 33614.655129 +75 196295.176384 +76 53402.211685 +77 168646.702765 +78 189306.494913 +79 175853.009251 +80 212867.004738 +81 92911.660913 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,IPTU,XGBoost,1.254481554031372,"87 17560.193359 +88 17226.535156 +89 17560.193359 +90 17560.193359 +91 17172.341797 +92 17172.341797 +93 17172.341797 +94 16902.289062 +95 17172.341797 +96 13569.385742 +97 13569.385742 +98 13349.135742 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ISS,MLP,1.296661376953125,"96 42887.847670 +97 46166.012608 +98 50606.013881 +99 46670.255858 +100 51534.508567 +101 43201.592579 +102 48813.329728 +103 53078.176784 +104 33490.929989 +105 29227.003143 +106 27834.142179 +107 27669.502438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,ITBI,MLP,1.1060099601745605,"92 8080.419378 +93 37836.331469 +94 75012.250564 +95 55190.014001 +96 37445.358519 +97 64304.275491 +98 53165.590565 +99 33351.308715 +100 66029.786813 +101 65283.630324 +102 15285.821361 +103 26066.599689 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,XGBoost,1.0722644329071045,"96 436394.218750 +97 393502.062500 +98 364108.812500 +99 334141.250000 +100 286828.531250 +101 327074.062500 +102 340436.156250 +103 257578.125000 +104 238484.187500 +105 266854.031250 +106 254547.593750 +107 238528.140625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,MLP,1.1163082122802734,"96 30915.619313 +97 55802.844944 +98 13843.713262 +99 -6490.099890 +100 67969.187730 +101 91351.903250 +102 101222.010922 +103 108765.823379 +104 108371.408480 +105 129899.606460 +106 142027.634280 +107 -79596.201259 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,IPTU,MLP,1.985072374343872,"92 115935.253796 +93 90192.678557 +94 31023.823837 +95 -53117.676101 +96 19985.668244 +97 134920.960897 +98 67882.696039 +99 29560.965560 +100 73446.004527 +101 88715.365916 +102 88116.002057 +103 75106.701623 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ISS,MLP,1.3977770805358887,"92 87548.451478 +93 83702.270972 +94 89870.022004 +95 71965.717631 +96 81667.718697 +97 58060.755067 +98 77969.526870 +99 39851.055936 +100 62251.408926 +101 79656.079965 +102 66138.226963 +103 79932.261970 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,ITBI,MLP,2.763887882232666,"92 34469.781369 +93 48645.222560 +94 47371.284624 +95 51803.318833 +96 39775.579975 +97 42117.545695 +98 54591.407777 +99 41381.910047 +100 54217.342763 +101 42153.441984 +102 54542.982381 +103 44725.035654 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,MLP,1.8137388229370117,"92 1.052525e+06 +93 9.727198e+05 +94 9.699003e+05 +95 1.048223e+06 +96 9.646051e+05 +97 1.330836e+06 +98 9.725282e+05 +99 1.144306e+06 +100 1.248952e+06 +101 1.254739e+06 +102 1.360606e+06 +103 1.309368e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,MLP,2.629345655441284,"92 -63266.928040 +93 36855.603977 +94 165754.384827 +95 22186.877093 +96 87906.198593 +97 112388.341643 +98 117045.878559 +99 145593.865511 +100 129332.079535 +101 153197.641851 +102 163100.529858 +103 -170824.531652 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,IPTU,MLP,1.5192859172821045,"96 623548.784800 +97 110221.335052 +98 -191107.432509 +99 2781.909590 +100 788906.036308 +101 -16672.861764 +102 -185444.114926 +103 868672.090316 +104 138657.052909 +105 -196454.177277 +106 783849.519036 +107 245090.739322 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ISS,MLP,1.1290850639343262,"96 295760.641612 +97 297579.220502 +98 321048.081904 +99 330063.683686 +100 312006.927562 +101 323463.639013 +102 307392.760053 +103 321368.562991 +104 310501.377714 +105 289643.795843 +106 292914.916135 +107 277492.682624 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,ITBI,XGBoost,1.1943566799163818,"96 121688.570312 +97 82987.117188 +98 87456.773438 +99 115039.593750 +100 70884.484375 +101 87421.718750 +102 126885.812500 +103 80003.789062 +104 80644.585938 +105 82367.187500 +106 116199.921875 +107 82302.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,MLP,1.1370508670806885,"96 1.683600e+06 +97 1.578381e+06 +98 1.574901e+06 +99 1.707268e+06 +100 1.575746e+06 +101 1.811206e+06 +102 1.871552e+06 +103 1.870665e+06 +104 2.006696e+06 +105 2.087610e+06 +106 2.194261e+06 +107 2.151472e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,1.0262510776519775,"96 -5.142964e+05 +97 7.650036e+04 +98 1.030332e+06 +99 -1.689257e+05 +100 2.250915e+05 +101 6.848761e+05 +102 3.137499e+05 +103 3.929047e+05 +104 4.279124e+05 +105 4.711038e+05 +106 5.232774e+05 +107 -7.152055e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,IPTU,AR,1.2391316890716553,"70 10389.501953 +71 12613.593750 +72 11228.269531 +73 13791.747070 +74 11749.425781 +75 11021.545898 +76 11358.435547 +77 11189.341797 +78 11358.435547 +79 11509.378906 +80 12654.845703 +81 11021.545898 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ISS,MLP,1.0757670402526855,"72 15389.456209 +73 14089.722727 +74 13731.153475 +75 10904.553699 +76 8612.726512 +77 14156.736249 +78 14379.089039 +79 13537.879721 +80 15795.930451 +81 16294.833414 +82 16437.428968 +83 8420.572787 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,ITBI,MLP,2.0652782917022705,"67 12708.773000 +68 3953.755649 +69 17472.950614 +70 10699.844827 +71 2423.617705 +72 11284.964035 +73 18450.341690 +74 5405.033889 +75 20229.166948 +76 17134.632994 +77 22501.016498 +78 -20323.412004 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,MLP,1.9727318286895752,"72 347237.664862 +73 349023.466717 +74 349370.424109 +75 376909.732871 +76 351978.886417 +77 403324.596550 +78 418892.798847 +79 421465.297552 +80 452873.828684 +81 472795.899009 +82 498566.998522 +83 491237.218804 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,MLP,1.360187292098999,"67 13656.694571 +68 10883.966377 +69 35747.692513 +70 10065.596161 +71 28614.223360 +72 41906.725387 +73 33830.677083 +74 34910.384872 +75 43924.069467 +76 47447.400497 +77 47078.294286 +78 -8045.754892 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,IPTU,SARIMAX,2.249778985977173,"94 97081.765625 +95 97081.765625 +96 146318.000000 +97 143378.031250 +98 143378.031250 +99 152725.359375 +100 108391.828125 +101 108391.828125 +102 101172.023438 +103 101172.023438 +104 101172.023438 +105 78102.679688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ISS,XGBoost,1.0672612190246582,"96 93360.601562 +97 96968.710938 +98 95471.234375 +99 89739.562500 +100 89739.562500 +101 90197.906250 +102 89697.500000 +103 91759.015625 +104 91773.578125 +105 91834.421875 +106 91834.421875 +107 92344.945312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,ITBI,MLP,0.9367489814758301,"96 67588.650270 +97 73223.527403 +98 57881.608696 +99 63974.121677 +100 62818.905966 +101 69362.347425 +102 67323.930916 +103 76234.944780 +104 86708.134915 +105 77234.570996 +106 79965.536294 +107 96502.826575 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,XGBoost,1.4320833683013916,"96 905347.7500 +97 866945.3125 +98 805431.4375 +99 877950.1875 +100 805432.8750 +101 851995.6875 +102 874537.2500 +103 878322.3125 +104 860395.9375 +105 912731.0625 +106 924173.6250 +107 836594.5000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,XGBoost,1.4491455554962158,"96 354165.50000 +97 356570.46875 +98 395864.59375 +99 399239.68750 +100 399239.68750 +101 430661.71875 +102 454732.56250 +103 454732.56250 +104 454373.65625 +105 466242.56250 +106 466242.56250 +107 429442.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,1.7235698699951172,"94 19625.443359 +95 37213.492188 +96 33994.550781 +97 16941.039062 +98 19680.964844 +99 24166.375000 +100 23930.248047 +101 24359.111328 +102 24380.185547 +103 35923.914062 +104 17299.888672 +105 16981.541016 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ISS,XGBoost,1.3896303176879883,"96 82129.710938 +97 92183.984375 +98 83928.718750 +99 83011.062500 +100 83961.679688 +101 92597.078125 +102 78118.945312 +103 78225.812500 +104 68941.671875 +105 69204.210938 +106 92319.851562 +107 65497.058594 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,ITBI,XGBoost,1.4022207260131836,"95 28689.171875 +96 28284.058594 +97 20735.033203 +98 28869.224609 +99 18887.626953 +100 14368.779297 +101 11431.869141 +102 26026.816406 +103 25931.791016 +104 28947.707031 +105 35192.550781 +106 28587.599609 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,MLP,1.056166648864746,"96 768296.187480 +97 718098.593731 +98 714865.996488 +99 773543.830297 +100 711581.535944 +101 818516.959089 +102 844244.509219 +103 842245.262048 +104 903339.315689 +105 939120.339879 +106 987041.476518 +107 965412.075741 +Name: Valor, dtype: float64" +Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,XGBoost,1.0364289283752441,"96 112471.179688 +97 105062.468750 +98 107609.968750 +99 104917.742188 +100 109060.929688 +101 63506.988281 +102 102136.570312 +103 120427.726562 +104 136445.250000 +105 131844.468750 +106 138135.984375 +107 136835.750000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,IPTU,XGBoost,2.2644715309143066,"94 36691.027344 +95 33382.792969 +96 38680.359375 +97 39923.742188 +98 116857.117188 +99 116397.656250 +100 136093.062500 +101 94608.648438 +102 121614.445312 +103 36561.710938 +104 34503.984375 +105 33535.566406 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ISS,MLP,1.8394091129302979,"96 58184.103336 +97 79920.482299 +98 109908.490329 +99 102321.140962 +100 103083.048440 +101 91052.102389 +102 99330.050900 +103 113188.210223 +104 117982.065604 +105 113560.503794 +106 106529.347195 +107 30239.747964 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,ITBI,XGBoost,1.8545265197753906,"96 321839.59375 +97 357119.06250 +98 327669.53125 +99 327669.53125 +100 280360.50000 +101 280360.50000 +102 280360.50000 +103 280360.50000 +104 280360.50000 +105 327669.53125 +106 357164.03125 +107 280360.50000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,MLP,1.1838712692260742,"96 1.245110e+06 +97 1.165258e+06 +98 1.161089e+06 +99 1.260501e+06 +100 1.157538e+06 +101 1.334667e+06 +102 1.373102e+06 +103 1.469676e+06 +104 1.489347e+06 +105 1.544628e+06 +106 1.638121e+06 +107 1.589933e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,XGBoost,1.4986248016357422,"96 215682.640625 +97 218353.750000 +98 217730.218750 +99 264012.968750 +100 264033.218750 +101 255328.359375 +102 347598.500000 +103 343575.468750 +104 347840.937500 +105 408636.781250 +106 408636.781250 +107 343575.468750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,MLP,1.6954376697540283,"95 8775.803122 +96 7723.354151 +97 5217.673386 +98 3288.076589 +99 1933.358291 +100 10602.610317 +101 8973.070295 +102 7966.586007 +103 9340.007468 +104 9464.650535 +105 10565.146201 +106 10503.250247 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,MLP,1.0079340934753418,"96 68299.687259 +97 70490.052949 +98 74698.407288 +99 50093.142512 +100 65408.881380 +101 82381.172455 +102 87185.391490 +103 67239.353691 +104 78875.469223 +105 62987.553474 +106 94185.141380 +107 83250.968591 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,XGBoost,1.145615577697754,"94 50228.136719 +95 33701.617188 +96 33871.652344 +97 31962.072266 +98 45871.996094 +99 45035.285156 +100 50052.066406 +101 51444.035156 +102 66042.054688 +103 46873.675781 +104 20042.492188 +105 62631.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,MLP,1.1214654445648193,"96 7.690440e+05 +97 7.278651e+05 +98 7.276659e+05 +99 8.069305e+05 +100 7.409717e+05 +101 8.512909e+05 +102 8.868961e+05 +103 8.899334e+05 +104 9.585367e+05 +105 1.002025e+06 +106 1.055671e+06 +107 1.046238e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,XGBoost,1.7758336067199707,"96 43513.972656 +97 47973.054688 +98 50657.136719 +99 48756.308594 +100 55362.312500 +101 40122.671875 +102 40122.671875 +103 40122.671875 +104 40122.671875 +105 40122.671875 +106 42490.542969 +107 40122.671875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,MLP,1.8888981342315674,"71 166734.781740 +72 86648.083224 +73 -7042.097094 +74 -38269.943474 +75 187593.458351 +76 131962.815465 +77 12665.021395 +78 102472.662288 +79 141036.491264 +80 111779.901295 +81 101746.330649 +82 115609.054808 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,MLP,3.1291441917419434,"77 79132.723501 +78 61794.571364 +79 55089.869665 +80 81616.194867 +81 79417.753480 +82 68220.767661 +83 83484.888631 +84 81676.281105 +85 87076.606528 +86 79936.877764 +87 82512.597226 +88 92205.082154 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,MLP,1.3437061309814453,"77 107335.260556 +78 77836.591910 +79 35387.075635 +80 57691.389974 +81 87936.064354 +82 87422.597400 +83 68029.959358 +84 78040.913602 +85 109715.355633 +86 104026.304022 +87 93201.331092 +88 101570.005933 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,MLP,1.0215418338775635,"77 2.276376e+06 +78 1.409533e+06 +79 1.032012e+06 +80 1.965103e+06 +81 1.670676e+06 +82 1.669687e+06 +83 1.821616e+06 +84 1.733972e+06 +85 1.960980e+06 +86 1.956226e+06 +87 1.922132e+06 +88 1.975722e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,XGBoost,1.1300437450408936,"77 87314.914062 +78 98792.304688 +79 91998.632812 +80 93924.531250 +81 103707.484375 +82 38029.203125 +83 39240.148438 +84 39337.218750 +85 40537.433594 +86 40537.433594 +87 43506.914062 +88 35806.914062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,IPTU,SARIMAX,1.0896763801574707,"86 14466.908203 +87 14466.908203 +88 21622.031250 +89 21622.031250 +90 23393.056641 +91 23393.056641 +92 29696.470703 +93 41073.562500 +94 50943.617188 +95 12374.208984 +96 50943.617188 +97 34755.988281 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ISS,MLP,3.3944082260131836,"96 42405.502828 +97 2935.304550 +98 14473.266806 +99 39146.526227 +100 15202.361451 +101 17781.812214 +102 21474.203616 +103 -29453.222861 +104 47614.654633 +105 41752.292268 +106 -13935.508223 +107 19470.482669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,ITBI,MLP,1.4769067764282227,"91 40217.573199 +92 9994.973361 +93 47690.833948 +94 23381.504628 +95 5710.302017 +96 38754.472311 +97 34513.338189 +98 33817.388247 +99 35749.600877 +100 -19717.976762 +101 43831.250340 +102 28334.013596 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,MLP,1.4218769073486328,"95 635839.679429 +96 584577.369552 +97 616099.496088 +98 652349.364797 +99 651113.069015 +100 627750.716846 +101 703484.339262 +102 665265.951018 +103 741575.613020 +104 781501.884912 +105 805096.120500 +106 792324.419990 +Name: Valor, dtype: float64" +Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,MLP,0.9324932098388672,"56 90734.791262 +57 99979.381248 +58 125271.569178 +59 112692.784360 +60 147034.586985 +61 119466.991229 +62 161049.902166 +63 106069.983607 +64 61251.766827 +65 181808.657593 +66 176003.831101 +67 95383.623012 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,IPTU,SARIMAX,1.2404112815856934,"96 24051.197266 +97 21863.005859 +98 18504.160156 +99 11220.776367 +100 14022.057617 +101 11114.458008 +102 10525.682617 +103 11748.750000 +104 14321.114258 +105 14751.597656 +106 15610.697266 +107 12386.843750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ISS,XGBoost,3.436108350753784,"96 21786.804688 +97 21423.462891 +98 18025.736328 +99 19018.820312 +100 19338.132812 +101 21409.013672 +102 15601.352539 +103 21727.048828 +104 19351.001953 +105 19865.945312 +106 15594.001953 +107 14672.826172 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,ITBI,MLP,2.773615837097168,"95 33344.654890 +96 37306.385864 +97 33954.742689 +98 38874.396472 +99 32940.536109 +100 28960.640574 +101 23566.147707 +102 30006.305975 +103 41076.180666 +104 38100.120131 +105 26812.815053 +106 44932.452451 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,MLP,1.0234708786010742,"96 647132.253540 +97 614163.112821 +98 614285.593744 +99 669045.222995 +100 621657.949387 +101 714835.068199 +102 741823.087727 +103 743617.745694 +104 799685.362622 +105 834926.090848 +106 879684.404371 +107 867556.512440 +Name: Valor, dtype: float64" +Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,XGBoost,1.2732398509979248,"95 66536.992188 +96 83790.789062 +97 108983.476562 +98 107304.539062 +99 107331.351562 +100 79676.882812 +101 81393.515625 +102 81393.515625 +103 81393.515625 +104 81619.765625 +105 81524.296875 +106 163862.406250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,IPTU,XGBoost,1.2840485572814941,"93 30603.652344 +94 22848.750000 +95 15859.740234 +96 15781.313477 +97 11253.284180 +98 11253.284180 +99 22592.242188 +100 17873.677734 +101 20109.843750 +102 20597.921875 +103 20174.640625 +104 22309.582031 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ISS,XGBoost,1.081827163696289,"96 12337.005859 +97 10669.959961 +98 9577.198242 +99 9910.574219 +100 8406.656250 +101 8628.364258 +102 8806.419922 +103 9849.543945 +104 7963.314941 +105 10050.625000 +106 11890.559570 +107 9326.398438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,ITBI,MLP,1.6654534339904785,"95 31506.741156 +96 23752.408509 +97 27400.099612 +98 32908.657053 +99 20524.756527 +100 27357.727353 +101 27896.121729 +102 32290.971027 +103 36602.735595 +104 15986.765168 +105 37612.771139 +106 40234.118968 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,XGBoost,2.1652092933654785,"96 559954.50000 +97 487416.21875 +98 477839.18750 +99 511886.56250 +100 458416.03125 +101 504433.68750 +102 516275.43750 +103 518707.65625 +104 518923.75000 +105 515756.43750 +106 548204.31250 +107 483799.21875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,MLP,1.6781847476959229,"96 -51723.559335 +97 27165.103208 +98 97377.750470 +99 -14178.496369 +100 86648.911669 +101 72835.328099 +102 64445.670066 +103 101006.375109 +104 82137.915024 +105 99150.539033 +106 104037.791085 +107 -87133.515809 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,IPTU,MLP,2.456367254257202,"91 14704.288147 +92 12892.840030 +93 6962.082099 +94 3920.337708 +95 6483.383247 +96 12501.885684 +97 13151.772193 +98 11665.962367 +99 10661.072516 +100 9590.859546 +101 13688.199777 +102 14519.136601 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ISS,MLP,1.0712814331054688,"96 154123.446673 +97 144857.086477 +98 165967.993453 +99 177061.259918 +100 133594.738300 +101 182892.148556 +102 138588.808402 +103 170257.804414 +104 204389.835965 +105 183778.646661 +106 165329.536813 +107 154401.968537 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,ITBI,XGBoost,1.0908081531524658,"87 6752.211914 +88 8117.264648 +89 19856.148438 +90 14978.536133 +91 20943.464844 +92 19860.642578 +93 21573.914062 +94 22897.968750 +95 19507.441406 +96 19048.697266 +97 13746.988281 +98 16477.482422 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,XGBoost,1.037980318069458,"96 432287.75000 +97 380651.46875 +98 338551.46875 +99 396402.87500 +100 317831.18750 +101 374127.46875 +102 389543.53125 +103 336093.31250 +104 368738.75000 +105 421407.12500 +106 422849.78125 +107 336854.53125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,MLP,1.201902151107788,"96 27456.904800 +97 -54802.078560 +98 86051.293894 +99 62688.170067 +100 26454.002636 +101 67362.364007 +102 61476.011341 +103 65760.138831 +104 70387.725512 +105 67033.387069 +106 75382.966826 +107 15925.853170 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,IPTU,MLP,2.079807758331299,"80 194489.836260 +81 98246.205700 +82 17226.112031 +83 111261.313921 +84 79350.811075 +85 -71263.071078 +86 179238.234270 +87 135921.704481 +88 47846.670394 +89 129837.334525 +90 131894.138421 +91 114193.832175 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ISS,MLP,1.3812041282653809,"84 294995.067786 +85 321762.194079 +86 332396.604127 +87 336704.930209 +88 335513.909001 +89 320554.950597 +90 349502.739128 +91 364675.302860 +92 350743.245232 +93 360280.324709 +94 368230.695253 +95 346040.886256 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,ITBI,MLP,1.1862850189208984,"84 65167.990030 +85 65714.307975 +86 64946.272578 +87 55351.655139 +88 58989.475182 +89 64262.906315 +90 70607.878885 +91 80168.057662 +92 40876.205976 +93 73043.762401 +94 81179.769833 +95 78533.636496 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,MLP,2.187746524810791,"84 4.812591e+06 +85 4.518932e+06 +86 4.518702e+06 +87 4.892348e+06 +88 4.521522e+06 +89 5.202272e+06 +90 5.387060e+06 +91 5.392796e+06 +92 5.796972e+06 +93 6.048433e+06 +94 6.366175e+06 +95 6.280536e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,SARIMAX,1.7432920932769775,"84 290654.53125 +85 389692.90625 +86 390521.96875 +87 413573.59375 +88 413573.59375 +89 401824.62500 +90 401824.62500 +91 401824.62500 +92 401824.62500 +93 401824.62500 +94 401949.93750 +95 390521.96875 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,IPTU,MLP,1.2265591621398926,"66 39126.239343 +67 15247.849977 +68 12446.292850 +69 27334.720764 +70 22509.676010 +71 24089.192341 +72 23187.376991 +73 -28675.714331 +74 41059.176508 +75 37129.277766 +76 6374.333735 +77 24611.969003 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ISS,MLP,1.0793957710266113,"84 33029.753092 +85 29977.115102 +86 26964.905030 +87 23295.311149 +88 32098.964782 +89 32175.489792 +90 31752.836630 +91 31551.614002 +92 31518.354064 +93 34319.234807 +94 42411.724436 +95 32725.569120 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,ITBI,MLP,1.1583919525146484,"83 45777.327020 +84 43459.781217 +85 33230.824339 +86 50976.101283 +87 48063.782033 +88 39257.303733 +89 -19188.673941 +90 51888.657302 +91 69822.536720 +92 35135.853171 +93 31465.633982 +94 45343.436870 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,MLP,1.2975761890411377,"84 551577.895045 +85 516428.907167 +86 516563.826866 +87 560664.526629 +88 571592.576258 +89 555894.363595 +90 619844.555558 +91 626741.513391 +92 661342.894701 +93 700944.510488 +94 732068.007730 +95 719779.525252 +Name: Valor, dtype: float64" +Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,MLP,2.0847675800323486,"81 1909.074395 +82 32376.238502 +83 27898.576795 +84 3490.659235 +85 24189.053509 +86 37168.478879 +87 37076.080597 +88 43763.638459 +89 40002.227070 +90 50024.095443 +91 53992.058333 +92 34879.310002 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,IPTU,XGBoost,1.9543743133544922,"74 178405.375000 +75 184068.093750 +76 280657.031250 +77 159970.515625 +78 136106.781250 +79 136925.718750 +80 134561.062500 +81 141148.390625 +82 141415.062500 +83 141941.703125 +84 143209.359375 +85 142682.718750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ISS,AR,2.1621241569519043,"84 96834.671875 +85 83080.789062 +86 80147.945312 +87 78227.218750 +88 82581.070312 +89 82427.437500 +90 85450.585938 +91 89334.976562 +92 87140.101562 +93 88563.640625 +94 86830.085938 +95 83928.906250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,ITBI,MLP,1.6680285930633545,"84 76357.020348 +85 53638.604620 +86 65434.932353 +87 70264.680234 +88 76653.995808 +89 74648.607106 +90 72594.085226 +91 76939.653794 +92 98193.895819 +93 101588.322021 +94 86953.144247 +95 80258.275007 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,MLP,1.4274060726165771,"84 8.708334e+05 +85 8.167329e+05 +86 8.183548e+05 +87 8.916271e+05 +88 8.278331e+05 +89 9.540838e+05 +90 9.922271e+05 +91 9.937853e+05 +92 1.071423e+06 +93 1.121923e+06 +94 1.182509e+06 +95 1.174152e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,MLP,1.2177119255065918,"84 17610.745949 +85 60928.860367 +86 212362.235323 +87 18781.554152 +88 118924.582882 +89 224159.511859 +90 163880.946408 +91 193918.852519 +92 203220.580769 +93 218774.479189 +94 234992.174038 +95 -80176.316278 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,Prophet,1.7970736026763916,"74 5197.916992 +75 4636.939941 +76 3486.172119 +77 3779.676514 +78 4329.210938 +79 2128.572266 +80 2008.393188 +81 1980.018921 +82 2037.715088 +83 2575.987549 +84 1782.157959 +85 1808.496948 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,MLP,1.0506067276000977,"83 49928.120419 +84 56441.767748 +85 56593.564857 +86 50887.093794 +87 50449.317047 +88 55107.691258 +89 53768.505059 +90 58490.909003 +91 62889.976073 +92 66082.695606 +93 69827.175065 +94 72690.312056 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,XGBoost,1.9408416748046875,"72 2502.203125 +73 1195.501343 +74 4137.607910 +75 1874.181885 +76 4079.675781 +77 3527.252930 +78 4406.939941 +79 940.893555 +80 2990.295166 +81 3021.920898 +82 2370.700684 +83 1265.491455 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,XGBoost,1.7697391510009766,"83 271877.593750 +84 248451.015625 +85 242197.859375 +86 264245.187500 +87 230391.390625 +88 254137.671875 +89 248607.296875 +90 257551.312500 +91 260873.140625 +92 248698.781250 +93 277158.718750 +94 245312.234375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,MLP,1.8549838066101074,"82 15992.481081 +83 29131.055466 +84 46602.405600 +85 16650.300241 +86 28158.353082 +87 46147.485401 +88 50394.530500 +89 50681.797177 +90 55800.533594 +91 58843.907270 +92 62604.813949 +93 16557.934512 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,2.421861410140991,"69 5675.776367 +70 6441.856934 +71 8071.870605 +72 3416.226074 +73 2226.561279 +74 2635.702393 +75 2165.986816 +76 1918.503784 +77 1530.830200 +78 1488.222778 +79 1505.092285 +80 1488.222778 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ISS,XGBoost,1.7880244255065918,"84 8532.451172 +85 7531.971680 +86 6495.741699 +87 7531.971680 +88 8359.896484 +89 7529.652344 +90 7526.823730 +91 7531.971680 +92 8525.083008 +93 7531.971680 +94 7531.971680 +95 7531.971680 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,ITBI,MLP,1.3398356437683105,"65 13849.637598 +66 -2643.148229 +67 13231.113439 +68 9712.498360 +69 8144.085553 +70 14740.496370 +71 -2344.644803 +72 15132.769400 +73 17936.720357 +74 8540.620972 +75 14569.333599 +76 13772.483016 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,MLP,1.104245901107788,"84 324447.810489 +85 304019.029273 +86 303395.247230 +87 331307.444905 +88 306630.327096 +89 354002.389609 +90 367918.194441 +91 368024.515042 +92 396906.065685 +93 415232.563145 +94 438201.861441 +95 434017.627690 +Name: Valor, dtype: float64" +Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,XGBoost,1.209392786026001,"81 14907.654297 +82 15218.030273 +83 24634.052734 +84 24945.865234 +85 9504.777344 +86 21614.244141 +87 24957.121094 +88 24957.121094 +89 27898.996094 +90 35027.558594 +91 35477.722656 +92 24333.070312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,IPTU,XGBoost,1.0193111896514893,"74 74095.625000 +75 97302.531250 +76 103196.000000 +77 70371.148438 +78 36618.898438 +79 35117.914062 +80 46848.914062 +81 20327.726562 +82 54742.644531 +83 51490.554688 +84 52332.718750 +85 40358.972656 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ISS,MLP,1.2051358222961426,"76 100001.758908 +77 89813.231381 +78 106379.476976 +79 105347.540912 +80 114103.721237 +81 114939.504172 +82 108027.262886 +83 100902.826413 +84 110697.105318 +85 110284.277168 +86 106006.851627 +87 86206.462533 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,ITBI,XGBoost,1.018615961074829,"66 22457.515625 +67 31575.140625 +68 33517.593750 +69 33568.308594 +70 35557.214844 +71 30561.623047 +72 32436.552734 +73 15431.733398 +74 30910.531250 +75 29113.316406 +76 15253.593750 +77 16453.470703 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,XGBoost,1.5336956977844238,"76 890405.8750 +77 885981.8125 +78 887534.9375 +79 852561.8750 +80 741806.9375 +81 847798.1875 +82 875121.6875 +83 850654.0000 +84 892224.5000 +85 858027.5625 +86 876853.1875 +87 858162.8125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,XGBoost,1.4029951095581055,"76 155283.718750 +77 111278.195312 +78 149252.453125 +79 114499.343750 +80 153203.546875 +81 112956.078125 +82 114620.132812 +83 113313.320312 +84 113981.445312 +85 110154.750000 +86 141396.734375 +87 113215.187500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,IPTU,XGBoost,2.0050482749938965,"75 20980.939453 +76 25591.947266 +77 10537.168945 +78 10634.023438 +79 10011.908203 +80 9810.392578 +81 9360.492188 +82 9617.807617 +83 9632.791992 +84 15763.983398 +85 13859.792969 +86 13870.173828 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ISS,XGBoost,1.1930177211761475,"76 63830.292969 +77 64034.867188 +78 50383.777344 +79 19095.708984 +80 49714.660156 +81 9666.069336 +82 29803.628906 +83 26827.667969 +84 26276.402344 +85 60074.972656 +86 64366.894531 +87 65649.164062 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,ITBI,MLP,0.8881475925445557,"71 36828.568365 +72 50313.729427 +73 36353.239547 +74 17013.870145 +75 52698.564683 +76 64248.544291 +77 18643.748658 +78 58653.253698 +79 61586.646161 +80 65115.636285 +81 73833.230229 +82 69536.968425 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,XGBoost,1.0502233505249023,"75 451554.56250 +76 399687.00000 +77 368503.03125 +78 403797.56250 +79 390804.40625 +80 397754.40625 +81 399883.15625 +82 397579.12500 +83 397735.09375 +84 405840.78125 +85 548722.68750 +86 402895.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0840098857879639,"63 120951.437500 +64 59259.339844 +65 56586.496094 +66 64301.277344 +67 64301.277344 +68 56542.304688 +69 56542.304688 +70 116375.289062 +71 125292.687500 +72 121895.320312 +73 126022.453125 +74 70945.898438 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,IPTU,MLP,1.5361666679382324,"71 32630.350137 +72 38881.213583 +73 23731.566855 +74 28464.090743 +75 34055.830166 +76 646.522747 +77 18181.301820 +78 40754.422190 +79 -3742.236853 +80 32649.175717 +81 37739.571850 +82 27724.404686 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ISS,MLP,1.7218739986419678,"75 12640.873369 +76 13761.997927 +77 12175.254065 +78 12025.014842 +79 11134.263840 +80 14515.399382 +81 16498.705859 +82 16255.940867 +83 15560.618508 +84 16064.848366 +85 17320.775904 +86 16353.192617 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,ITBI,MLP,1.7444372177124023,"67 21784.450679 +68 28447.589199 +69 23331.998363 +70 20848.265294 +71 19630.209177 +72 24542.362318 +73 24214.834144 +74 31227.905676 +75 21666.855624 +76 33414.812583 +77 32602.721852 +78 35952.305944 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,MLP,1.4226453304290771,"75 373358.558194 +76 351328.125059 +77 352478.541764 +78 383650.332843 +79 356820.345740 +80 411162.542115 +81 427888.113019 +82 429802.441696 +83 463563.087717 +84 485934.250899 +85 513123.949581 +86 510510.700516 +Name: Valor, dtype: float64" +Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,MLP,1.653959035873413,"74 9674.298479 +75 23891.225170 +76 29326.789288 +77 11940.195114 +78 15159.636985 +79 27093.518789 +80 30581.073956 +81 36780.595573 +82 39027.643446 +83 39389.641404 +84 44758.732119 +85 16506.963626 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,IPTU,XGBoost,1.7866723537445068,"84 37015.488281 +85 41095.875000 +86 43652.578125 +87 43549.179688 +88 40615.351562 +89 26649.783203 +90 27459.828125 +91 24011.574219 +92 28396.394531 +93 38209.789062 +94 41364.574219 +95 41982.445312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ISS,MLP,1.6570532321929932,"84 354944.308086 +85 390631.682045 +86 310261.892826 +87 446748.406703 +88 413181.331502 +89 341800.156426 +90 448168.287323 +91 205596.238947 +92 309168.061209 +93 386654.633175 +94 277766.051841 +95 410420.178153 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,ITBI,MLP,1.2722301483154297,"82 99040.367949 +83 304834.951380 +84 235413.688355 +85 339279.084293 +86 325119.245759 +87 287375.070586 +88 242825.108395 +89 120253.932100 +90 408038.883094 +91 448701.150893 +92 413663.208635 +93 442652.418160 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,MLP,1.3003945350646973,"84 9.664884e+05 +85 9.062529e+05 +86 9.073731e+05 +87 9.876785e+05 +88 9.164378e+05 +89 1.056537e+06 +90 1.097986e+06 +91 1.099620e+06 +92 1.185189e+06 +93 1.240552e+06 +94 1.307787e+06 +95 1.297392e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1289360523223877,"74 77714.320312 +75 114554.359375 +76 77741.992188 +77 75784.539062 +78 75349.843750 +79 95507.406250 +80 95466.804688 +81 114938.804688 +82 115314.132812 +83 105764.765625 +84 140295.656250 +85 102239.570312 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,IPTU,XGBoost,1.0013256072998047,"77 28705.496094 +78 29051.582031 +79 11185.163086 +80 28354.814453 +81 12587.952148 +82 11844.583008 +83 11732.955078 +84 27775.113281 +85 10855.622070 +86 27873.945312 +87 13832.350586 +88 14368.214844 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ISS,MLP,1.1804335117340088,"84 29898.371505 +85 27973.246405 +86 33170.115719 +87 31822.073145 +88 37563.901408 +89 36802.538300 +90 41583.162121 +91 40735.472102 +92 41174.512889 +93 21793.153559 +94 43667.172148 +95 11451.640675 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,ITBI,XGBoost,1.1366503238677979,"83 7249.496094 +84 6146.114746 +85 19803.925781 +86 21231.654297 +87 14748.555664 +88 12157.541992 +89 10936.811523 +90 3771.083252 +91 7591.704590 +92 3322.079346 +93 5224.792969 +94 17172.818359 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,MLP,1.2006425857543945,"84 679044.958597 +85 643563.249971 +86 648952.162832 +87 710666.104790 +88 667738.803314 +89 770188.451290 +90 807444.465925 +91 816645.969949 +92 883716.056246 +93 931718.307698 +94 987803.328374 +95 993528.109475 +Name: Valor, dtype: float64" +Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,MLP,1.6104788780212402,"78 6704.831381 +79 7376.432509 +80 66499.078523 +81 8557.395099 +82 48997.115525 +83 70963.208204 +84 63780.281934 +85 80361.060193 +86 75831.552968 +87 82255.071023 +88 91182.913975 +89 21447.403464 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,IPTU,MLP,1.6627616882324219,"71 94245.757308 +72 36514.232500 +73 -140097.183740 +74 165408.289792 +75 103959.378327 +76 -109427.898990 +77 106111.280923 +78 108368.591485 +79 -20310.575132 +80 61597.641378 +81 80812.794541 +82 33180.615718 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ISS,MLP,1.7473316192626953,"72 62354.503652 +73 51295.343867 +74 64901.644964 +75 62033.647324 +76 74942.719777 +77 57977.694175 +78 72413.160411 +79 71192.272742 +80 81819.227585 +81 64288.620683 +82 82076.693421 +83 57923.378737 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,ITBI,MLP,1.365967035293579,"72 59187.180570 +73 93558.839223 +74 58918.583489 +75 76892.048371 +76 86116.978534 +77 80877.138237 +78 85336.952700 +79 82765.218207 +80 -11258.194306 +81 89750.350320 +82 45723.226010 +83 75037.499721 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,MLP,1.4218287467956543,"72 603922.056805 +73 549931.769093 +74 611278.365895 +75 658701.254837 +76 608880.179205 +77 707313.746218 +78 730775.133079 +79 737347.876561 +80 800004.697029 +81 837163.962775 +82 883901.977711 +83 881829.164308 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,SARIMAX,2.434507131576538,"72 104221.187500 +73 92249.664062 +74 85808.945312 +75 91583.718750 +76 89883.156250 +77 89284.523438 +78 101993.437500 +79 99784.445312 +80 116758.937500 +81 117012.062500 +82 117012.062500 +83 114805.953125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,MLP,1.1437289714813232,"75 130826.817535 +76 41511.090750 +77 7703.570688 +78 91333.917583 +79 73980.662255 +80 32266.976758 +81 29362.667784 +82 -28405.779755 +83 120321.295151 +84 76727.383986 +85 6626.995448 +86 81279.160525 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,MLP,1.6552114486694336,"84 63264.800696 +85 72470.207507 +86 70219.983844 +87 73758.994579 +88 76846.116669 +89 75754.953186 +90 83769.782969 +91 82652.508739 +92 87014.896174 +93 91251.377992 +94 91251.834530 +95 96321.865988 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,ITBI,SES,0.9208879470825195,"24 7282.161621 +25 4492.106445 +26 4467.484375 +27 7302.784180 +28 5341.011230 +29 5324.093750 +30 7265.419922 +31 5358.290527 +32 5349.945312 +33 7285.864746 +34 5367.224609 +35 5346.273926 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,XGBoost,2.000565528869629,"84 450043.90625 +85 428904.06250 +86 421043.53125 +87 476002.40625 +88 465289.46875 +89 427273.34375 +90 417944.03125 +91 436580.21875 +92 473981.06250 +93 448070.25000 +94 420270.90625 +95 420942.87500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,MLP,3.108684539794922,"84 -15106.100719 +85 25513.791995 +86 67389.555364 +87 14515.200784 +88 24280.686286 +89 58128.275063 +90 56126.505890 +91 54760.439388 +92 55451.640379 +93 61269.262792 +94 65307.837101 +95 -5722.558629 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,IPTU,AR,1.7392103672027588,"84 284829.718750 +85 290625.093750 +86 292829.906250 +87 264614.343750 +88 278448.718750 +89 263504.625000 +90 252473.937500 +91 252775.890625 +92 255060.562500 +93 306163.750000 +94 317431.937500 +95 317129.968750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ISS,MLP,1.011366605758667,"84 159781.322539 +85 183045.066841 +86 178939.830755 +87 183052.050823 +88 203233.216861 +89 197367.150381 +90 211049.471686 +91 228653.728292 +92 217462.686514 +93 222514.295158 +94 236154.440627 +95 246183.512488 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,ITBI,MLP,1.3944673538208008,"84 441075.298333 +85 251707.378703 +86 224137.744775 +87 440968.100968 +88 -273474.909412 +89 492817.975883 +90 554739.506710 +91 243704.996135 +92 379750.592142 +93 403502.618712 +94 517360.595339 +95 539391.835440 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,MLP,1.4080169200897217,"84 1.524728e+06 +85 1.419264e+06 +86 1.410640e+06 +87 1.544626e+06 +88 1.429261e+06 +89 1.646533e+06 +90 1.701346e+06 +91 1.695354e+06 +92 1.821240e+06 +93 1.899402e+06 +94 1.990698e+06 +95 1.948232e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,MLP,1.137773036956787,"83 67485.999398 +84 125077.326443 +85 212571.400704 +86 21220.984918 +87 111836.516595 +88 211335.512888 +89 191517.523311 +90 219418.248565 +91 217899.468569 +92 244853.896636 +93 269255.465237 +94 82573.058571 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,IPTU,MLP,1.2102575302124023,"84 188224.588034 +85 123816.012497 +86 52083.893025 +87 146336.006894 +88 109138.283930 +89 -135717.074580 +90 190019.960190 +91 214231.007197 +92 6827.361531 +93 108069.645635 +94 164783.443114 +95 129741.605669 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ISS,MLP,0.9873487949371338,"84 37638.225801 +85 47805.962489 +86 46297.609387 +87 47332.749315 +88 53033.716698 +89 52360.328570 +90 54708.068094 +91 54487.099170 +92 53352.336708 +93 60184.755773 +94 56302.721180 +95 55644.568906 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,ITBI,MLP,1.2259900569915771,"84 46196.455174 +85 43807.698315 +86 38191.940265 +87 46970.664121 +88 41453.340357 +89 45798.052075 +90 59087.681334 +91 43350.811345 +92 58268.998960 +93 40102.928026 +94 50884.021454 +95 67789.762860 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,MLP,1.6002023220062256,"84 7.852216e+05 +85 7.353805e+05 +86 7.368728e+05 +87 8.051962e+05 +88 7.485055e+05 +89 8.628543e+05 +90 8.982028e+05 +91 8.987996e+05 +92 9.691514e+05 +93 1.014850e+06 +94 1.068651e+06 +95 1.061464e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,AR,2.124084711074829,"84 226986.656250 +85 259908.328125 +86 271729.031250 +87 312479.781250 +88 312479.781250 +89 322861.875000 +90 315571.937500 +91 315571.937500 +92 315571.937500 +93 315571.937500 +94 315571.937500 +95 307000.593750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,IPTU,MLP,1.9657773971557617,"72 9.615078e+05 +73 5.996926e+05 +74 5.034538e+04 +75 -4.952727e+05 +76 1.096757e+06 +77 9.177849e+05 +78 7.579135e+03 +79 5.169312e+05 +80 8.086189e+05 +81 6.822641e+05 +82 5.663813e+05 +83 6.077966e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ISS,MLP,2.0205607414245605,"72 236345.839048 +73 271629.256964 +74 272437.697932 +75 265685.570725 +76 267814.827954 +77 246320.902761 +78 263911.905197 +79 258588.429329 +80 266619.180345 +81 282815.651335 +82 273718.645644 +83 273611.684181 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,ITBI,MLP,1.277369499206543,"72 101289.233605 +73 111102.731503 +74 48464.157561 +75 120710.774386 +76 120361.889231 +77 62949.122398 +78 133917.464008 +79 125253.594565 +80 142653.092330 +81 154446.190851 +82 116310.935162 +83 132605.580457 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,MLP,1.1202421188354492,"72 1.248481e+06 +73 1.152267e+06 +74 1.142464e+06 +75 1.234394e+06 +76 1.124307e+06 +77 1.295674e+06 +78 1.327994e+06 +79 1.310523e+06 +80 1.402845e+06 +81 1.448370e+06 +82 1.510635e+06 +83 1.461082e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,MLP,1.0000972747802734,"72 -4.435164e+05 +73 6.367917e+04 +74 1.014666e+06 +75 -1.796691e+05 +76 1.407459e+05 +77 7.339131e+05 +78 1.839649e+05 +79 2.716380e+05 +80 5.092031e+05 +81 3.695078e+05 +82 3.922319e+05 +83 -4.837223e+05 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,1.5035574436187744,"72 249429.171875 +73 184436.625000 +74 184252.359375 +75 86599.343750 +76 86135.578125 +77 87885.070312 +78 93908.781250 +79 93304.398438 +80 119056.992188 +81 89385.976562 +82 90179.875000 +83 87606.226562 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ISS,MLP,1.5081682205200195,"72 198677.927352 +73 197556.515271 +74 194890.918131 +75 214505.456941 +76 197625.350177 +77 208590.520211 +78 235748.905514 +79 223646.835315 +80 239817.583337 +81 240207.125916 +82 239279.008301 +83 263700.850025 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,ITBI,MLP,1.1225597858428955,"72 11686.462272 +73 87235.847341 +74 10700.294480 +75 109590.013399 +76 74039.039063 +77 52827.886029 +78 107848.856247 +79 54622.217762 +80 89870.123686 +81 101368.026369 +82 -61671.519887 +83 126627.657184 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,MLP,0.9948556423187256,"72 9.456792e+05 +73 8.878126e+05 +74 8.873232e+05 +75 9.589812e+05 +76 8.941859e+05 +77 1.018284e+06 +78 1.049254e+06 +79 1.046851e+06 +80 1.115092e+06 +81 1.154361e+06 +82 1.203882e+06 +83 1.180512e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,MLP,1.105438232421875,"65 19324.757969 +66 110675.641309 +67 211183.406533 +68 112255.802643 +69 156418.418148 +70 188086.236684 +71 186433.492323 +72 216045.719911 +73 238568.598614 +74 242163.618796 +75 256491.446560 +76 73157.465611 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,IPTU,MLP,1.0770280361175537,"70 32171.694793 +71 36365.561270 +72 27704.083049 +73 13685.036696 +74 9560.102707 +75 14811.212974 +76 25615.976845 +77 33986.874146 +78 36238.604224 +79 32419.276493 +80 32465.158351 +81 40363.260513 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ISS,MLP,1.8081820011138916,"72 31402.740383 +73 25475.836464 +74 40308.580974 +75 30237.225747 +76 22617.172501 +77 43069.530019 +78 33464.861610 +79 33337.615568 +80 19773.028717 +81 30771.327417 +82 42062.232621 +83 -23765.174268 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,ITBI,MLP,1.230262041091919,"66 90483.291972 +67 47825.298686 +68 40150.142437 +69 59558.527637 +70 37974.806572 +71 61698.358177 +72 71196.003867 +73 20461.472569 +74 74363.572099 +75 26373.821931 +76 76798.860585 +77 87821.952242 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,MLP,1.001629114151001,"72 438427.413540 +73 408342.083632 +74 404745.809060 +75 438391.505664 +76 444221.999573 +77 423953.701161 +78 472075.023824 +79 473362.413202 +80 495433.172273 +81 520461.652823 +82 537509.836954 +83 517888.467823 +Name: Valor, dtype: float64" +Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,XGBoost,2.014322280883789,"69 18753.214844 +70 23753.867188 +71 12211.845703 +72 15031.234375 +73 15863.144531 +74 16930.675781 +75 16592.634766 +76 16177.221680 +77 16821.521484 +78 16384.210938 +79 16496.248047 +80 14697.725586 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,XGBoost,2.2064802646636963,"72 71182.718750 +73 76917.148438 +74 75049.898438 +75 71594.882812 +76 75316.187500 +77 77706.179688 +78 70942.734375 +79 79047.742188 +80 74847.437500 +81 72229.898438 +82 76818.132812 +83 76818.132812 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ISS,MLP,1.610802173614502,"72 183849.645860 +73 272728.112403 +74 190123.354383 +75 230892.055033 +76 265052.451616 +77 246374.170612 +78 304598.932916 +79 293115.382601 +80 282501.446352 +81 377417.375585 +82 338560.509581 +83 296347.585428 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,XGBoost,1.5532317161560059,"72 27630.294922 +73 39360.128906 +74 41167.546875 +75 10321.649414 +76 29018.755859 +77 36614.632812 +78 19791.253906 +79 27695.816406 +80 27970.212891 +81 20687.642578 +82 28198.275391 +83 27874.210938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,MLP,1.2151007652282715,"72 1.252302e+06 +73 1.151273e+06 +74 1.165249e+06 +75 1.261400e+06 +76 1.167872e+06 +77 1.356319e+06 +78 1.400034e+06 +79 1.396303e+06 +80 1.501322e+06 +81 1.496314e+06 +82 1.694768e+06 +83 1.617241e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,XGBoost,1.2937331199645996,"72 247225.53125 +73 295397.40625 +74 295397.40625 +75 295397.40625 +76 295397.40625 +77 359511.28125 +78 359511.28125 +79 359511.28125 +80 359511.28125 +81 359511.28125 +82 359511.28125 +83 359511.28125 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,IPTU,MLP,1.5771009922027588,"68 53662.776366 +69 2144.667568 +70 3979.105451 +71 51568.529363 +72 15970.656614 +73 4144.407950 +74 37191.612427 +75 -32933.073729 +76 48413.823080 +77 46173.715222 +78 -24712.599148 +79 34720.668066 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ISS,XGBoost,1.8081741333007812,"68 9586.452148 +69 8949.564453 +70 9481.588867 +71 8362.601562 +72 8205.064453 +73 7907.815918 +74 8212.015625 +75 9140.496094 +76 9110.700195 +77 9061.458984 +78 8171.746094 +79 6558.391602 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,ITBI,XGBoost,1.835385799407959,"67 10694.612305 +68 6782.817871 +69 3829.605713 +70 9602.043945 +71 6270.432617 +72 4100.981445 +73 12735.911133 +74 4243.848145 +75 7364.055664 +76 6208.841797 +77 11491.024414 +78 6705.950195 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,XGBoost,1.408369541168213,"68 438906.53125 +69 410170.56250 +70 407710.50000 +71 417867.96875 +72 376324.40625 +73 412726.87500 +74 439327.53125 +75 416286.81250 +76 413120.87500 +77 415727.03125 +78 426070.87500 +79 416286.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,MLP,2.3923726081848145,"68 10190.933434 +69 38081.182815 +70 66139.544524 +71 15589.407089 +72 56137.060768 +73 66801.650504 +74 62385.503148 +75 71779.637819 +76 74528.991873 +77 82640.084553 +78 85972.573522 +79 -311.551874 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,IPTU,MLP,2.0322511196136475,"47 -635.792434 +48 19731.108080 +49 25037.080513 +50 25611.746118 +51 21990.620350 +52 22518.541328 +53 26791.427527 +54 28905.634841 +55 16976.796676 +56 9208.011269 +57 7879.499873 +58 24527.946233 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ISS,MLP,1.266648292541504,"52 35078.318995 +53 37766.278129 +54 58683.385532 +55 41690.621969 +56 30038.786219 +57 56805.913093 +58 48928.553938 +59 50940.726856 +60 42964.920320 +61 17158.237191 +62 40572.127037 +63 -4196.585679 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,ITBI,MLP,1.2509324550628662,"49 72811.012922 +50 64146.734849 +51 174063.994083 +52 89897.401605 +53 176242.909765 +54 49496.851398 +55 127455.433770 +56 163527.662446 +57 164317.011915 +58 176396.458020 +59 166463.830636 +60 -20016.943085 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,XGBoost,1.374690294265747,"52 485143.78125 +53 480023.06250 +54 536533.68750 +55 573328.37500 +56 564369.06250 +57 596997.06250 +58 566654.68750 +59 559398.68750 +60 566718.68750 +61 566718.68750 +62 566767.68750 +63 563779.43750 +Name: Valor, dtype: float64" +Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,MLP,1.0398271083831787,"52 -21318.625061 +53 7013.860507 +54 101240.659383 +55 2537.519303 +56 29577.624610 +57 72054.730146 +58 43576.292022 +59 53820.102112 +60 54716.272855 +61 58083.672844 +62 65852.563615 +63 -40453.688009 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,IPTU,MLP,0.9189341068267822,"60 134687.513682 +61 81774.210808 +62 10100.836376 +63 -70403.477308 +64 159256.350947 +65 109788.926977 +66 -2088.278063 +67 87567.431917 +68 109881.927922 +69 84542.118099 +70 80289.942484 +71 91315.921151 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ISS,MLP,1.4713099002838135,"60 25492.673495 +61 27439.500969 +62 21842.598163 +63 21067.514273 +64 21538.585237 +65 12900.657660 +66 20759.826043 +67 26148.579876 +68 27754.047269 +69 27385.432782 +70 28617.687838 +71 26848.592841 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,ITBI,XGBoost,1.042388677597046,"60 26230.970703 +61 27611.361328 +62 28335.021484 +63 29231.515625 +64 19471.500000 +65 12938.958984 +66 28286.529297 +67 27970.775391 +68 20103.345703 +69 28384.162109 +70 26305.597656 +71 19507.380859 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,XGBoost,1.0236670970916748,"60 483384.62500 +61 413726.56250 +62 420946.28125 +63 485397.18750 +64 502958.71875 +65 451152.87500 +66 455495.31250 +67 502263.43750 +68 487518.12500 +69 456701.71875 +70 456436.18750 +71 484449.25000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,XGBoost,3.063136577606201,"60 86397.726562 +61 85403.289062 +62 86455.914062 +63 85671.031250 +64 85671.031250 +65 86455.914062 +66 86455.914062 +67 123765.531250 +68 123765.531250 +69 143729.625000 +70 173716.796875 +71 149066.125000 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,IPTU,XGBoost,1.6413228511810303,"60 24839.123047 +61 25214.687500 +62 21123.501953 +63 21137.251953 +64 23947.359375 +65 20852.861328 +66 16978.886719 +67 22899.781250 +68 23027.451172 +69 21126.814453 +70 23802.292969 +71 25176.892578 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ISS,XGBoost,1.2647593021392822,"60 16328.672852 +61 45630.707031 +62 51352.894531 +63 34289.175781 +64 33348.453125 +65 52819.125000 +66 59362.937500 +67 15764.980469 +68 33571.824219 +69 29040.005859 +70 42874.980469 +71 41462.777344 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,ITBI,XGBoost,1.2029693126678467,"60 40036.062500 +61 12636.792969 +62 36356.851562 +63 31705.298828 +64 33179.484375 +65 77787.554688 +66 17681.332031 +67 29734.421875 +68 40881.046875 +69 53712.234375 +70 49800.710938 +71 5657.983398 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,XGBoost,0.9345383644104004,"60 1450887.250 +61 1355735.125 +62 1336391.875 +63 1405676.750 +64 1181360.250 +65 1437278.750 +66 1399541.125 +67 1342156.750 +68 1404894.125 +69 1401401.375 +70 1443703.375 +71 1328033.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,MLP,1.0023534297943115,"55 18797.052050 +56 7501.139079 +57 45783.482169 +58 38099.425782 +59 30470.967054 +60 24507.507373 +61 46257.329453 +62 54235.559970 +63 30560.897587 +64 52308.623636 +65 59343.794907 +66 26852.181874 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,IPTU,MLP,0.9523305892944336,"60 70448.585251 +61 49377.648568 +62 -4570.304648 +63 -32707.702105 +64 79217.864253 +65 53725.212357 +66 6281.150929 +67 43185.719227 +68 56984.160808 +69 50368.445000 +70 46936.986830 +71 48604.973897 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ISS,XGBoost,1.117079496383667,"60 41235.242188 +61 44703.414062 +62 46255.605469 +63 38512.183594 +64 39993.835938 +65 42791.753906 +66 43303.750000 +67 43448.730469 +68 41035.621094 +69 42910.304688 +70 46087.457031 +71 40034.933594 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,ITBI,XGBoost,1.2694895267486572,"60 10682.614258 +61 17871.294922 +62 10517.773438 +63 9523.463867 +64 12994.305664 +65 10441.281250 +66 10521.893555 +67 10582.700195 +68 11921.400391 +69 10342.779297 +70 12329.688477 +71 13026.868164 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,MLP,1.0943593978881836,"60 1.171245e+06 +61 1.101423e+06 +62 1.097818e+06 +63 1.279942e+06 +64 1.005956e+06 +65 1.244841e+06 +66 1.294768e+06 +67 1.277700e+06 +68 1.390200e+06 +69 1.436196e+06 +70 1.506333e+06 +71 1.483881e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,MLP,1.1734066009521484,"60 -41598.815739 +61 -12194.888708 +62 237462.210422 +63 -82387.829465 +64 138575.388247 +65 247788.052323 +66 -77585.202964 +67 123067.691294 +68 302052.276080 +69 -41668.328593 +70 123201.521688 +71 193335.633818 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,IPTU,XGBoost,1.324413537979126,"48 1720.548828 +49 2887.207275 +50 2790.553711 +51 3742.477783 +52 2940.000977 +53 1319.785522 +54 1114.380005 +55 1193.960815 +56 1134.381592 +57 1756.138794 +58 1745.614258 +59 1065.197021 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ISS,XGBoost,2.327907085418701,"60 16028.866211 +61 15986.124023 +62 16002.373047 +63 16015.868164 +64 16002.373047 +65 16028.369141 +66 15980.608398 +67 16015.868164 +68 16015.868164 +69 15992.665039 +70 15992.665039 +71 15992.665039 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,ITBI,MLP,2.178337574005127,"54 6094.692438 +55 6027.585321 +56 5678.811391 +57 6654.278733 +58 4967.868519 +59 4311.171384 +60 3697.020118 +61 7686.221806 +62 7904.495502 +63 7754.138234 +64 8584.738248 +65 9570.604003 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,SES,1.0201995372772217,"60 428520.56250 +61 398938.28125 +62 409399.09375 +63 435209.21875 +64 427597.81250 +65 394912.15625 +66 396552.68750 +67 381603.87500 +68 389425.59375 +69 402313.46875 +70 402515.00000 +71 380864.81250 +Name: Valor, dtype: float64" +Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,MLP,1.0621323585510254,"57 18329.728151 +58 -89621.236094 +59 112224.979227 +60 60855.763533 +61 -45698.580841 +62 58053.218191 +63 67545.808126 +64 20197.575342 +65 32228.925811 +66 49310.725797 +67 50714.016530 +68 -29954.650329 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,IPTU,AR,1.0132644176483154,"60 31779.742188 +61 31779.742188 +62 24126.187500 +63 24747.517578 +64 31548.238281 +65 24126.187500 +66 24453.628906 +67 31157.552734 +68 33196.175781 +69 33442.160156 +70 37270.664062 +71 37421.609375 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ISS,XGBoost,1.0250122547149658,"60 21531.978516 +61 19277.144531 +62 19745.498047 +63 13397.593750 +64 18678.619141 +65 14251.856445 +66 15210.852539 +67 16652.695312 +68 14929.476562 +69 15033.428711 +70 14925.245117 +71 14527.236328 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,ITBI,MLP,0.9315528869628906,"49 165503.044655 +50 175359.739038 +51 114994.451301 +52 164043.742037 +53 93484.853348 +54 170408.309787 +55 225166.125094 +56 187421.489554 +57 207323.557465 +58 224519.128100 +59 255295.112395 +60 280116.053788 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,MLP,1.027808666229248,"60 8.456894e+05 +61 8.198284e+05 +62 8.086349e+05 +63 9.149166e+05 +64 1.495078e+06 +65 1.404788e+06 +66 1.585169e+06 +67 1.895806e+06 +68 2.149564e+06 +69 2.528848e+06 +70 3.042183e+06 +71 3.442639e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,XGBoost,1.2558050155639648,"60 98280.070312 +61 99136.890625 +62 98685.203125 +63 97370.609375 +64 97370.609375 +65 96748.937500 +66 96748.937500 +67 96748.937500 +68 96748.937500 +69 96748.937500 +70 96748.937500 +71 96748.937500 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,IPTU,XGBoost,1.1750400066375732,"55 7735.631348 +56 8002.185547 +57 6903.466797 +58 6796.794922 +59 6930.052246 +60 10771.980469 +61 6655.046387 +62 5406.402832 +63 5218.364258 +64 5249.477051 +65 5358.692871 +66 6066.763184 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ISS,XGBoost,3.0505530834198,"56 9697.531250 +57 8933.471680 +58 9401.454102 +59 9566.078125 +60 11437.125000 +61 9980.722656 +62 9882.650391 +63 9974.920898 +64 9974.920898 +65 7115.493164 +66 9645.169922 +67 7701.777832 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,ITBI,MLP,1.9518632888793945,"56 32708.742785 +57 29303.671181 +58 22840.730078 +59 33240.353976 +60 -157.918917 +61 15030.431217 +62 36920.074632 +63 33351.981240 +64 37441.309546 +65 35028.686767 +66 28761.605797 +67 27294.207784 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,XGBoost,0.9674985408782959,"56 329054.84375 +57 285413.87500 +58 272527.56250 +59 317941.62500 +60 312941.65625 +61 308770.84375 +62 309303.75000 +63 309759.31250 +64 310321.93750 +65 310515.65625 +66 310722.21875 +67 297361.15625 +Name: Valor, dtype: float64" +Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,MLP,1.2823052406311035,"56 9867.222871 +57 22356.850187 +58 30491.108477 +59 14570.540334 +60 24356.194612 +61 32243.415879 +62 37375.807269 +63 39070.705633 +64 41930.782298 +65 44802.575385 +66 47383.287397 +67 12183.143306 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,IPTU,XGBoost,1.0040180683135986,"42 94426.390625 +43 38508.730469 +44 47913.847656 +45 64771.714844 +46 48073.765625 +47 47712.492188 +48 16944.787109 +49 64387.207031 +50 64387.207031 +51 39934.738281 +52 39342.984375 +53 86546.804688 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ISS,MLP,0.845890998840332,"42 89915.311945 +43 89726.311531 +44 105767.705728 +45 96497.077861 +46 94226.074532 +47 106849.609900 +48 110657.849987 +49 112539.045030 +50 105727.146135 +51 121026.007204 +52 130886.242715 +53 120602.263981 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,ITBI,HWES,1.281355857849121,"36 51405.261719 +37 51472.597656 +38 51536.585938 +39 51536.585938 +40 51506.355469 +41 51437.605469 +42 56582.156250 +43 56681.132812 +44 71845.500000 +45 33593.265625 +46 71944.476562 +47 33538.996094 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ICMS,MLP,0.9731087684631348,"42 1.025439e+06 +43 9.198094e+05 +44 1.029029e+06 +45 1.102549e+06 +46 9.675348e+05 +47 9.955105e+05 +48 1.143768e+06 +49 1.138979e+06 +50 1.215304e+06 +51 1.280084e+06 +52 1.355622e+06 +53 1.350032e+06 +Name: Valor, dtype: float64" +Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do IPVA,Prophet,1.1272838115692139,"42 353830.15625 +43 315520.37500 +44 309944.31250 +45 462083.75000 +46 510627.96875 +47 456586.62500 +48 510627.96875 +49 510627.96875 +50 510627.96875 +51 510627.96875 +52 510627.96875 +53 456586.62500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,IPTU,MLP,1.6268455982208252,"50 74235.743092 +51 51995.283360 +52 -73283.945847 +53 66428.747565 +54 77869.178835 +55 6018.761487 +56 50337.337905 +57 53722.659085 +58 61181.292765 +59 63040.177358 +60 53127.861469 +61 66253.121695 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ISS,MLP,1.504401683807373,"50 17316.047844 +51 20646.239768 +52 17937.162112 +53 22213.239626 +54 20933.074265 +55 18379.582286 +56 23393.011022 +57 23075.227815 +58 19994.055659 +59 25020.600036 +60 25525.984900 +61 20813.339373 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,ITBI,MLP,2.3108129501342773,"50 39161.917046 +51 24195.345388 +52 14986.941723 +53 38199.223691 +54 27735.998415 +55 29498.876028 +56 42068.850250 +57 37291.383048 +58 45709.553512 +59 48971.149818 +60 49101.839890 +61 48877.439118 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,XGBoost,1.104161024093628,"50 376835.06250 +51 408605.96875 +52 363806.03125 +53 365291.28125 +54 339701.37500 +55 354935.15625 +56 364030.06250 +57 325083.56250 +58 358014.71875 +59 371095.21875 +60 401458.90625 +61 366383.12500 +Name: Valor, dtype: float64" +Prefeitura Municipal de Tunas - RS,Cota-Parte do IPVA,XGBoost,0.9335362911224365,"49 41220.718750 +50 42460.730469 +51 35173.421875 +52 35173.421875 +53 38872.921875 +54 47527.406250 +55 43211.628906 +56 43211.628906 +57 95856.257812 +58 95856.257812 +59 95856.257812 +60 87318.835938 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erebango - RS,IPTU,SARIMAX,0.2526843547821045,"16 1790.962646 +17 1740.459473 +18 1740.459473 +19 1790.962646 +20 1790.962646 +21 1740.459473 +22 1790.962646 +23 1740.459473 +24 1790.962646 +25 1740.459473 +26 1740.459473 +27 1790.962646 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erebango - RS,ISS,SES,0.27397632598876953,"16 12281.532227 +17 12281.532227 +18 12281.532227 +19 12281.532227 +20 12281.532227 +21 12281.532227 +22 12281.532227 +23 12281.532227 +24 12281.532227 +25 12281.532227 +26 12281.532227 +27 12281.532227 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erebango - RS,ITBI,SES,0.28202033042907715,"16 12108.862305 +17 12108.862305 +18 12108.862305 +19 12108.862305 +20 12108.862305 +21 12108.862305 +22 12108.862305 +23 12108.862305 +24 12108.862305 +25 12108.862305 +26 12108.862305 +27 12108.862305 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erebango - RS,Cota-Parte do ICMS,Prophet,0.3109583854675293,"16 618821.375 +17 618821.375 +18 618821.375 +19 618821.375 +20 618821.375 +21 618821.375 +22 618821.375 +23 618821.375 +24 618821.375 +25 618821.375 +26 618821.375 +27 618821.375 +Name: Valor, dtype: float64" +Prefeitura Municipal de Erebango - RS,Cota-Parte do IPVA,SES,0.3826878070831299,"16 55248.160156 +17 55248.160156 +18 55248.160156 +19 55248.160156 +20 55248.160156 +21 55248.160156 +22 55248.160156 +23 55248.160156 +24 55248.160156 +25 55248.160156 +26 55248.160156 +27 55248.160156 +Name: Valor, dtype: float64"