Instituição,Conta,Modelo,Time (s),Forecasts Prefeitura Municipal de Santo Ângelo - RS,IPTU,MLP,0.9745268821716309,"108 7.428008e+05 109 1.941981e+06 110 6.313991e+06 111 1.163303e+06 112 1.240637e+06 113 1.182204e+06 114 1.179127e+06 115 1.174205e+06 116 1.156861e+06 117 1.188200e+06 118 1.269562e+06 119 2.468239e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,ISS,Prophet,0.6523003578186035,"108 2028595.625 109 2028595.625 110 2034714.000 111 2034900.250 112 2034426.250 113 2034531.375 114 2034531.375 115 2034531.375 116 2034531.375 117 2034531.375 118 2034531.375 119 2034531.375 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,ITBI,XGBoost,0.4790620803833008,"108 353713.78125 109 298675.87500 110 387595.96875 111 309761.31250 112 386907.28125 113 333927.62500 114 299678.46875 115 456101.43750 116 352634.46875 117 386516.65625 118 350905.40625 119 471298.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,IRRF,SARIMAX,0.981072187423706,"108 2517171.500 109 1943564.250 110 1943564.250 111 1935645.875 112 1935622.125 113 1943564.250 114 1940802.750 115 1940802.750 116 1940802.750 117 1940802.750 118 1940802.750 119 2516549.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do FPM,SARIMAX,0.48886537551879883,"108 6952924.0 109 8206325.0 110 5509782.5 111 5592801.5 112 6952924.0 113 6952924.0 114 8206332.0 115 5509782.5 116 5509782.5 117 4237578.0 118 6952924.0 119 8206325.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ICMS,HWES,0.43958497047424316,"108 5819760.0 109 4867198.0 110 5636879.0 111 5631768.0 112 6156114.0 113 6037647.0 114 5782064.0 115 6033233.0 116 6033233.0 117 6156088.5 118 5777463.0 119 6156088.5 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do IPVA,AR,0.8441872596740723,"108 2.679824e+06 109 1.402020e+06 110 1.402018e+06 111 2.911824e+06 112 2.916431e+06 113 1.371928e+06 114 1.013859e+06 115 5.212974e+05 116 3.437824e+05 117 2.078848e+05 118 1.996078e+05 119 2.140608e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Ângelo - RS,Cota-Parte do ITR,MLP,1.34804368019104,"107 24900.724837 108 28814.557753 109 26307.399027 110 30512.191581 111 32107.326594 112 31459.348936 113 35045.388659 114 34013.948162 115 106169.203509 116 420748.143728 117 38924.537391 118 37818.249481 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,IPTU,HWES,1.1121406555175781,"108 13912109.00 109 13060276.00 110 12364783.00 111 24448490.00 112 11747222.00 113 11747222.00 114 11747222.00 115 11747222.00 116 12365828.00 117 13661886.00 118 13661886.00 119 3754288.75 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,ISS,SARIMAX,0.7029945850372314,"108 5644656.0 109 4477249.0 110 5515100.0 111 5644656.0 112 5644656.0 113 5644656.0 114 5709983.0 115 6457449.5 116 6457449.5 117 6457449.5 118 7047350.5 119 5709983.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,ITBI,HWES,0.8711011409759521,"108 1914085.375 109 2292930.500 110 2176214.250 111 2091966.750 112 2211657.500 113 2248120.750 114 2134959.750 115 2208717.000 116 2313056.000 117 2153727.750 118 2208717.000 119 2249856.250 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,IRRF,MLP,0.6445984840393066,"108 2.172158e+06 109 1.994473e+06 110 2.076586e+06 111 2.283340e+06 112 2.332818e+06 113 2.334290e+06 114 2.302418e+06 115 2.370217e+06 116 2.392034e+06 117 2.386215e+06 118 2.406282e+06 119 3.352571e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do FPM,HWES,0.5209929943084717,"108 7408764.0 109 11362636.0 110 6430721.0 111 6846970.0 112 7447256.5 113 7487332.0 114 7455250.5 115 6430721.0 116 6430721.0 117 5684106.0 118 7447256.5 119 11362636.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ICMS,AR,0.42148494720458984,"108 12859862.0 109 10817960.0 110 12206527.0 111 11512024.0 112 11495280.0 113 11606919.0 114 11535591.0 115 11716426.0 116 11697039.0 117 11961715.0 118 11243834.0 119 12739740.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.0750184059143066,"108 8.081358e+06 109 2.141862e+06 110 2.234284e+06 111 6.460768e+06 112 5.461090e+06 113 1.529552e+06 114 1.484403e+06 115 8.466652e+05 116 5.496976e+05 117 5.297862e+05 118 3.128321e+05 119 8.078871e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Cota-Parte do ITR,MLP,0.8759901523590088,"36 9858.934968 37 11115.232278 38 13794.963007 39 12962.539507 40 13659.467484 41 32222.280458 42 17429.524067 43 48643.591120 44 176172.674042 45 247822.958926 46 39565.559834 47 35777.764271 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cruz do Sul - RS,Transferencias LC 61_1989,AR,0.3905794620513916,"60 128639.539062 61 111761.101562 62 122213.500000 63 125830.117188 64 124530.078125 65 124516.656250 66 125655.992188 67 120380.914062 68 124530.078125 69 75890.171875 70 122213.500000 71 126686.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,IPTU,MLP,1.372727394104004,"92 27944.683623 93 32931.427991 94 40909.641571 95 51380.534963 96 70035.310812 97 22429.361770 98 27802.819514 99 24624.496520 100 26002.327578 101 27852.286718 102 28805.042603 103 33223.000955 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,ISS,SARIMAX,0.9461641311645508,"92 38565.535156 93 36810.632812 94 38580.203125 95 35061.691406 96 38770.953125 97 32658.320312 98 35640.957031 99 36092.800781 100 34794.207031 101 34794.207031 102 33494.054688 103 32927.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,ITBI,AR,0.9049181938171387,"92 32189.000000 93 57582.007812 94 28692.060547 95 39394.156250 96 66782.453125 97 17082.376953 98 16535.972656 99 24506.560547 100 33110.570312 101 34082.062500 102 29957.562500 103 28692.060547 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,IRRF,Prophet,0.4846940040588379,"92 159265.750000 93 159265.750000 94 159265.750000 95 159265.750000 96 159265.750000 97 159265.750000 98 159265.750000 99 112193.742188 100 112246.468750 101 159265.750000 102 159265.750000 103 159265.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do FPM,MLP,0.5871250629425049,"92 1.269736e+06 93 1.462525e+06 94 1.165642e+06 95 1.239328e+06 96 1.303480e+06 97 1.267822e+06 98 1.407872e+06 99 1.191571e+06 100 1.208644e+06 101 1.182620e+06 102 1.323875e+06 103 1.666472e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do ICMS,MLP,0.42273855209350586,"92 808410.147548 93 752092.420366 94 772576.112835 95 845407.394860 96 899108.060458 97 814380.282440 98 840590.480937 99 864815.561280 100 862661.341384 101 931940.785905 102 824663.540661 103 945297.572760 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do IPVA,XGBoost,1.3954877853393555,"92 215048.609375 93 41278.976562 94 38444.152344 95 165901.906250 96 64825.957031 97 174696.531250 98 41130.101562 99 43746.070312 100 41159.785156 101 43647.417969 102 34586.660156 103 213873.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Cota-Parte do ITR,XGBoost,0.9872832298278809,"67 949.666199 68 14280.953125 69 860.377991 70 43230.664062 71 48817.875000 72 44408.414062 73 53317.429688 74 53317.433594 75 44443.808594 76 53317.429688 77 53317.433594 78 44443.496094 Name: Valor, dtype: float64" Prefeitura Municipal de Colorado - RS,Transferencias LC 61_1989,SES,0.5216596126556396,"56 6053.670410 57 8278.385742 58 8256.516602 59 9279.502930 60 8445.379883 61 9377.490234 62 6903.019531 63 8119.933105 64 8645.799805 65 6980.644043 66 8119.763184 67 6792.948730 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,IPTU,XGBoost,1.1798269748687744,"96 4469.123535 97 6466.840332 98 3158.300537 99 8932.151367 100 3570.266357 101 82492.742188 102 84220.148438 103 82494.796875 104 14628.328125 105 12190.094727 106 12215.147461 107 2470.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,ISS,SES,0.6061716079711914,"108 12785.478516 109 25982.250000 110 22254.687500 111 36318.113281 112 41471.906250 113 32206.199219 114 24317.542969 115 29522.703125 116 25134.234375 117 25629.839844 118 25874.234375 119 25082.277344 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,ITBI,SARIMAX,1.11997389793396,"102 20116.281250 103 8518.198242 104 15134.351562 105 13187.461914 106 9556.666016 107 40177.957031 108 41648.972656 109 41644.570312 110 40307.546875 111 44980.355469 112 44850.621094 113 38961.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,IRRF,HWES,1.4300181865692139,"108 64071.042969 109 68701.539062 110 79860.320312 111 78363.476562 112 63646.523438 113 78363.476562 114 78363.476562 115 68701.539062 116 68701.539062 117 63646.523438 118 64327.027344 119 79860.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do FPM,HWES,0.42772412300109863,"108 1.233266e+06 109 1.894246e+06 110 1.052824e+06 111 1.156402e+06 112 1.231679e+06 113 1.316433e+06 114 1.231679e+06 115 1.052824e+06 116 1.052824e+06 117 9.370219e+05 118 1.231679e+06 119 1.894246e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ICMS,AR,0.4661250114440918,"108 885085.4375 109 655642.2500 110 729525.9375 111 819647.0625 112 822053.8750 113 801233.5625 114 817047.4375 115 849047.3750 116 876239.4375 117 885202.4375 118 924868.4375 119 885011.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do IPVA,AR,0.8718612194061279,"108 64833.062500 109 31343.351562 110 36758.406250 111 43137.410156 112 43622.347656 113 23423.000000 114 9650.562500 115 4918.636719 116 4583.163574 117 6398.431641 118 3910.033691 119 43623.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Cota-Parte do ITR,XGBoost,0.7873744964599609,"91 658.451355 92 5649.597168 93 18.727217 94 4014.930908 95 4017.342041 96 12634.401367 97 12634.375977 98 12641.175781 99 12702.584961 100 12675.535156 101 12643.993164 102 12647.678711 Name: Valor, dtype: float64" Prefeitura Municipal de Entre Rios do Sul - RS,Transferencias LC 61_1989,Prophet,0.6133677959442139,"60 6646.683594 61 9402.795898 62 6612.029297 63 6646.681152 64 5233.168945 65 5233.168945 66 5404.333008 67 5233.168945 68 6693.607910 69 6649.736328 70 5233.168945 71 5404.333008 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,IPTU,SARIMAX,1.203718900680542,"101 -460.921997 102 826.936584 103 26783.707031 104 107082.367188 105 592.092163 106 2974.593506 107 1354.320557 108 3159.878418 109 1354.320557 110 1354.320557 111 1354.320557 112 1368.001953 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,ISS,XGBoost,1.8010270595550537,"108 12778.483398 109 12749.031250 110 13632.090820 111 12729.062500 112 10358.939453 113 12749.031250 114 10418.325195 115 10418.325195 116 10505.262695 117 13560.908203 118 12749.031250 119 13632.090820 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,ITBI,SARIMAX,0.5955815315246582,"101 2547.910645 102 7249.016602 103 -30.803185 104 1460.183350 105 1120.221436 106 2887.290283 107 418.678650 108 1490.258789 109 1594.577637 110 4417.104980 111 5448.370605 112 3302.470947 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,IRRF,SARIMAX,0.6640453338623047,"108 81968.281250 109 85162.132812 110 86509.437500 111 85162.132812 112 117115.867188 113 117115.867188 114 86509.437500 115 85162.132812 116 85162.132812 117 117115.867188 118 86509.437500 119 117115.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do FPM,HWES,0.5376019477844238,"108 1.299068e+06 109 1.894021e+06 110 1.097953e+06 111 1.200574e+06 112 1.300946e+06 113 1.288842e+06 114 1.300946e+06 115 1.097953e+06 116 1.097953e+06 117 9.880459e+05 118 1.300946e+06 119 1.894021e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ICMS,HWES,0.5528876781463623,"108 405971.90625 109 444083.71875 110 393735.59375 111 433075.78125 112 431674.46875 113 419425.68750 114 430326.56250 115 427268.40625 116 430303.09375 117 430307.96875 118 426701.59375 119 430307.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do IPVA,AR,0.9172701835632324,"107 79102.195312 108 31443.773438 109 89628.234375 110 73717.898438 111 89631.289062 112 32182.597656 113 18803.634766 114 8062.130859 115 8082.458984 116 8070.010742 117 6603.559570 118 58530.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Cota-Parte do ITR,XGBoost,0.7691128253936768,"88 896.853638 89 1036.716309 90 819.045288 91 810.316162 92 994.557983 93 800.129395 94 711.550781 95 809.488403 96 2356.302734 97 2356.302734 98 990.336243 99 1152.129395 Name: Valor, dtype: float64" Prefeitura Municipal de Morrinhos do Sul - RS,Transferencias LC 61_1989,Prophet,0.9400634765625,"96 3515.178467 97 3275.383301 98 -1941.705688 99 -1788.828613 100 -1935.447388 101 -1939.968750 102 -1954.321289 103 -1965.116455 104 -1941.177368 105 -2152.709473 106 -1941.705688 107 -2000.302856 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,IPTU,MLP,1.0585222244262695,"108 4.520565e+05 109 1.226283e+06 110 4.645896e+06 111 4.703755e+05 112 7.317796e+05 113 4.458095e+05 114 7.471006e+05 115 4.591300e+05 116 7.563388e+05 117 4.463958e+05 118 6.000927e+05 119 4.552050e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,ISS,XGBoost,0.5294826030731201,"108 641375.5000 109 640911.0000 110 673224.7500 111 675126.2500 112 656986.8750 113 641111.8125 114 656986.8750 115 641111.8125 116 640911.0000 117 703942.8125 118 687387.1875 119 641111.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,ITBI,SARIMAX,0.7936568260192871,"108 140710.187500 109 156521.281250 110 129350.921875 111 122664.453125 112 158626.515625 113 152540.000000 114 173752.203125 115 190813.796875 116 140621.046875 117 164159.750000 118 154572.015625 119 147187.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,IRRF,SARIMAX,0.6908717155456543,"108 951169.2500 109 548076.4375 110 563144.8750 111 563144.8750 112 546496.3125 113 546496.3125 114 546496.3125 115 546496.3125 116 563144.8750 117 546496.3125 118 563144.8750 119 951169.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do FPM,AR,0.5373067855834961,"108 3525723.75 109 5053688.00 110 2776949.50 111 3236366.25 112 3536195.75 113 3606134.50 114 3536195.75 115 2776949.50 116 2776949.50 117 2611595.75 118 3536195.75 119 5053688.00 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do ICMS,HWES,0.3824450969696045,"108 4044439.00 109 3709160.75 110 3878793.00 111 4108966.25 112 4401146.00 113 4131537.75 114 4366775.50 115 4357834.00 116 4357834.00 117 4230160.00 118 4401146.00 119 4396984.00 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do IPVA,SARIMAX,0.9705090522766113,"108 1.730984e+06 109 5.416719e+05 110 5.534718e+05 111 1.445522e+06 112 7.199092e+05 113 3.034951e+05 114 3.034951e+05 115 2.118768e+05 116 9.454378e+04 117 5.371531e+04 118 5.446355e+04 119 1.729455e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Cota-Parte do ITR,XGBoost,1.1586074829101562,"107 233.291519 108 211.645386 109 335.261749 110 197.679596 111 234.851791 112 172.233826 113 188.016220 114 338.622894 115 8131.800293 116 8155.546875 117 185.470886 118 185.470886 Name: Valor, dtype: float64" Prefeitura Municipal de Teutônia - RS,Transferencias LC 61_1989,HWES,0.4807553291320801,"108 37452.996094 109 34340.792969 110 34224.195312 111 27511.814453 112 33726.601562 113 30731.095703 114 36708.339844 115 33727.367188 116 30908.242188 117 34458.093750 118 39231.121094 119 34740.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,IPTU,SARIMAX,0.9758408069610596,"104 7251.829102 105 21299.687500 106 49950.578125 107 21313.507812 108 4886.244629 109 5303.650879 110 5033.587891 111 4896.826660 112 7190.746094 113 7736.397461 114 5142.584961 115 4886.240234 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,ISS,XGBoost,0.8133485317230225,"108 93159.453125 109 94355.437500 110 95014.914062 111 94206.453125 112 91340.203125 113 94206.453125 114 91340.203125 115 89973.843750 116 89973.843750 117 93730.070312 118 89973.843750 119 90481.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,ITBI,XGBoost,0.7803895473480225,"88 9365.463867 89 3629.129883 90 1965.163696 91 2314.567139 92 12688.719727 93 3629.129883 94 3846.194824 95 12374.551758 96 3720.352051 97 13698.415039 98 1965.229248 99 1993.170410 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,IRRF,MLP,1.1418921947479248,"108 40719.476611 109 39743.386063 110 41650.050534 111 46768.150520 112 46253.054295 113 45683.922203 114 50340.732697 115 50548.803033 116 51792.850538 117 53550.474817 118 58155.432482 119 63760.406274 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do FPM,HWES,0.5285599231719971,"108 1234722.750 109 1895509.000 110 1046812.875 111 1156069.125 112 1240917.875 113 1259966.250 114 1240917.875 115 1046812.875 116 1046812.875 117 942041.500 118 1240917.875 119 1895509.000 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ICMS,HWES,0.46287059783935547,"108 414547.68750 109 441587.84375 110 435505.18750 111 440045.96875 112 517296.34375 113 450892.40625 114 462886.03125 115 517300.56250 116 517300.56250 117 517300.56250 118 453100.96875 119 489238.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do IPVA,MLP,0.9488730430603027,"103 67918.834243 104 30633.753829 105 38410.577739 106 45517.996671 107 42817.468491 108 26099.529729 109 24826.607449 110 28180.390379 111 29525.094648 112 65797.444651 113 32621.711187 114 71430.297736 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Cota-Parte do ITR,XGBoost,0.8180134296417236,"74 40.944206 75 223.878799 76 549.395569 77 41.837627 78 79.179802 79 226.251236 80 1142.409180 81 3501.894287 82 3987.679688 83 4267.105957 84 3987.641602 85 4124.675293 Name: Valor, dtype: float64" Prefeitura Municipal de Pouso Novo - RS,Transferencias LC 61_1989,SES,0.7895877361297607,"108 3769.659668 109 2960.736328 110 3390.654541 111 3171.152344 112 2927.958008 113 3474.474609 114 3374.459229 115 2857.940430 116 2758.837646 117 2361.174805 118 3390.656494 119 3203.056885 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,IPTU,AR,0.9322788715362549,"106 29974.400391 107 28333.507812 108 50764.089844 109 109104.593750 110 28249.982422 111 31663.896484 112 31355.748047 113 46960.175781 114 31663.896484 115 35203.718750 116 30211.851562 117 46044.542969 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,ISS,HWES,1.2827320098876953,"108 29915.996094 109 35735.796875 110 35243.359375 111 35075.398438 112 35234.898438 113 34306.472656 114 34945.945312 115 32949.480469 116 34946.039062 117 29485.964844 118 34945.945312 119 28878.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,ITBI,SES,1.390974998474121,"107 19557.394531 108 15513.649414 109 8213.194336 110 8213.194336 111 8694.361328 112 10835.648438 113 5433.702637 114 11554.518555 115 11711.432617 116 13555.916992 117 8222.022461 118 7748.043945 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,IRRF,HWES,0.7645690441131592,"108 98490.921875 109 94584.078125 110 98490.921875 111 98490.921875 112 98490.921875 113 98490.921875 114 98490.921875 115 96775.437500 116 96775.437500 117 98490.921875 118 98490.921875 119 93281.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do FPM,HWES,0.5289416313171387,"108 1.214550e+06 109 1.893789e+06 110 1.047820e+06 111 1.153242e+06 112 1.206260e+06 113 1.249378e+06 114 1.206260e+06 115 1.047820e+06 116 1.049922e+06 117 9.429933e+05 118 1.206260e+06 119 1.893789e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ICMS,HWES,0.4548482894897461,"108 383609.50000 109 364133.50000 110 379244.62500 111 393742.43750 112 420127.96875 113 390310.96875 114 393692.21875 115 393849.46875 116 393849.46875 117 402226.62500 118 393692.21875 119 402226.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do IPVA,SES,0.9052386283874512,"105 96927.773438 106 11557.752930 107 24090.751953 108 83018.515625 109 19603.519531 110 4093.626953 111 3984.351318 112 3984.351318 113 3427.915771 114 3624.052490 115 15003.102539 116 77342.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Cota-Parte do ITR,XGBoost,0.596973180770874,"72 515.816711 73 503.709900 74 497.478607 75 497.247040 76 465.558075 77 445.957520 78 446.118805 79 465.442688 80 1566.914307 81 3628.922852 82 469.965179 83 465.843292 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Ricardo - RS,Transferencias LC 61_1989,SES,0.9447793960571289,"83 3206.169189 84 2791.557129 85 3070.947510 86 3653.290039 87 3437.906982 88 3482.619629 89 3454.247070 90 3441.369629 91 3394.296387 92 3591.806641 93 3074.410156 94 3182.613525 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,IPTU,SARIMAX,0.9318692684173584,"98 29051.681641 99 34643.277344 100 484572.000000 101 193255.671875 102 191502.984375 103 594533.000000 104 196280.546875 105 196931.921875 106 193302.453125 107 196202.937500 108 485382.281250 109 193311.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,ISS,XGBoost,0.5774493217468262,"104 165977.968750 105 166086.593750 106 173696.890625 107 173696.890625 108 173696.890625 109 173696.890625 110 173696.890625 111 173696.890625 112 173696.890625 113 173696.890625 114 173696.890625 115 173696.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,ITBI,Prophet,0.4126720428466797,"104 35250.449219 105 38474.207031 106 44615.304688 107 48590.066406 108 38432.542969 109 42539.261719 110 36565.078125 111 47681.933594 112 35219.515625 113 35413.945312 114 39395.375000 115 64768.316406 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,IRRF,XGBoost,0.48006772994995117,"104 56117.781250 105 95588.007812 106 95588.007812 107 95588.007812 108 58334.167969 109 95588.007812 110 59186.070312 111 95588.007812 112 58912.289062 113 59186.070312 114 59186.070312 115 157734.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do FPM,HWES,0.6913301944732666,"104 1342302.500 105 1517647.750 106 1094726.125 107 1127757.125 108 1395607.875 109 1339898.875 110 1395596.250 111 1094726.125 112 1094723.500 113 960327.625 114 1395607.875 115 1893942.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do ICMS,SARIMAX,0.4495570659637451,"104 1420817.000 105 1411907.625 106 1411373.875 107 1446986.625 108 1500948.500 109 1422278.625 110 1500416.125 111 1500416.125 112 1500416.125 113 1481151.500 114 1483490.625 115 1481151.500 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do IPVA,SARIMAX,0.978010892868042,"104 283732.375000 105 67064.335938 106 114417.046875 107 266113.250000 108 117953.906250 109 63745.910156 110 28966.208984 111 29009.205078 112 29070.576172 113 29725.277344 114 25682.537109 115 248555.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Cota-Parte do ITR,XGBoost,1.2338504791259766,"100 -425.329224 101 -1145.816528 102 -503.229797 103 -1199.573608 104 -1144.744385 105 -848.996765 106 34469.972656 107 -462.321503 108 24265.826172 109 130901.031250 110 4548.248535 111 2103.085205 Name: Valor, dtype: float64" Prefeitura Municipal de Ipê - RS,Transferencias LC 61_1989,XGBoost,0.7474737167358398,"104 9601.705078 105 8812.263672 106 9006.458984 107 9226.043945 108 9946.222656 109 9792.478516 110 9770.581055 111 9839.999023 112 9682.087891 113 9617.688477 114 9839.711914 115 9599.346680 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,IPTU,SARIMAX,1.0025722980499268,"108 44126.468750 109 178639.531250 110 45886.898438 111 51876.011719 112 31902.207031 113 46224.445312 114 51427.410156 115 51427.410156 116 51421.031250 117 53102.191406 118 51342.097656 119 31917.955078 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,ISS,XGBoost,1.0380756855010986,"108 22095.621094 109 67681.093750 110 64899.914062 111 65929.414062 112 21722.437500 113 60262.359375 114 21722.437500 115 21722.437500 116 21722.437500 117 21722.437500 118 66530.843750 119 60262.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,ITBI,Prophet,1.1838469505310059,"107 104135.304688 108 101181.257812 109 104622.171875 110 98734.460938 111 98912.523438 112 104712.812500 113 103669.398438 114 103781.234375 115 98734.460938 116 104333.070312 117 100227.437500 118 98912.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,IRRF,SARIMAX,0.48092174530029297,"108 79162.50000 109 128004.68750 110 128004.68750 111 128004.68750 112 75738.71875 113 75736.93750 114 75738.71875 115 75738.71875 116 128004.68750 117 75738.71875 118 75736.93750 119 128004.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do FPM,MLP,0.7328140735626221,"108 1.251562e+06 109 1.440270e+06 110 1.147882e+06 111 1.219690e+06 112 1.282042e+06 113 1.246289e+06 114 1.384054e+06 115 1.169754e+06 116 1.185827e+06 117 1.159541e+06 118 1.297535e+06 119 1.633080e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do ICMS,HWES,0.4262104034423828,"108 776984.0000 109 753402.1250 110 764476.0625 111 795878.5625 112 795989.1250 113 767691.5625 114 795878.5625 115 795973.1875 116 795973.1250 117 796012.5625 118 759446.7500 119 796012.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do IPVA,HWES,1.5303196907043457,"108 90947.562500 109 60912.707031 110 132035.796875 111 96547.320312 112 60217.085938 113 19727.361328 114 20071.130859 115 5267.704590 116 19953.271484 117 6668.593750 118 10194.229492 119 89266.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Mata - RS,Cota-Parte do ITR,MLP,1.2371618747711182,"99 3208.441963 100 3582.484068 101 4234.587310 102 4731.298857 103 5531.244754 104 6446.137785 105 7339.321457 106 8537.531091 107 13070.787231 108 21946.630503 109 10061.020788 110 11530.911477 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,IPTU,XGBoost,1.0301663875579834,"108 15243699.0 109 14971901.0 110 15271020.0 111 15342987.0 112 15271020.0 113 14971901.0 114 14978248.0 115 14978934.0 116 14971901.0 117 14995344.0 118 15271020.0 119 53568396.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,ISS,MLP,0.4111459255218506,"108 1.036172e+07 109 9.597446e+06 110 9.463834e+06 111 9.834570e+06 112 9.869562e+06 113 1.033459e+07 114 9.983841e+06 115 1.022801e+07 116 1.037445e+07 117 1.048691e+07 118 1.085502e+07 119 1.119777e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,ITBI,XGBoost,0.9104697704315186,"108 2051795.250 109 2002197.125 110 2639759.500 111 2034714.375 112 2341939.000 113 2639759.500 114 2639759.500 115 2639759.500 116 2639759.500 117 2639759.500 118 2558363.500 119 2639759.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,IRRF,MLP,0.8598673343658447,"108 5.084342e+06 109 4.931122e+06 110 5.160447e+06 111 5.197451e+06 112 5.265381e+06 113 5.365622e+06 114 5.721199e+06 115 5.612964e+06 116 5.870856e+06 117 6.100769e+06 118 6.221077e+06 119 9.530827e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do FPM,HWES,0.5681252479553223,"108 12609580.0 109 16457506.0 110 9586474.0 111 10111824.0 112 12609580.0 113 11178767.0 114 12609580.0 115 9587965.0 116 9587926.0 117 9586474.0 118 12609580.0 119 16457506.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do ICMS,AR,0.5954587459564209,"108 10598533.0 109 10503867.0 110 10214540.0 111 10253740.0 112 11730505.0 113 9786583.0 114 10259968.0 115 9646014.0 116 9983585.0 117 10265719.0 118 11410759.0 119 10265719.0 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do IPVA,AR,0.8025035858154297,"108 1.171532e+07 109 5.539476e+06 110 6.008053e+06 111 1.030389e+07 112 9.816167e+06 113 4.665391e+06 114 4.347593e+06 115 2.277765e+06 116 1.791692e+06 117 1.665503e+06 118 9.662963e+05 119 1.165460e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Pelotas - RS,Cota-Parte do ITR,AR,0.907336950302124,"84 51136.457031 85 41653.433594 86 49444.210938 87 47248.734375 88 99145.632812 89 109212.812500 90 99145.632812 91 94320.218750 92 109212.750000 93 836373.750000 94 79112.718750 95 106820.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,IPTU,MLP,1.4802725315093994,"100 105610.130707 101 123165.540268 102 251180.570352 103 633705.388267 104 108622.363564 105 170014.062972 106 168908.742423 107 147108.969059 108 150795.472880 109 155762.304227 110 156776.967854 111 173564.367348 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,ISS,MLP,0.4815511703491211,"104 285693.674013 105 265717.271468 106 304732.165068 107 280424.700097 108 331387.372241 109 275680.734759 110 295239.525445 111 319259.151214 112 273485.866367 113 352169.389357 114 281350.484680 115 309538.433151 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,ITBI,SARIMAX,0.5636277198791504,"104 156468.046875 105 70518.328125 106 102577.093750 107 64120.210938 108 56580.128906 109 56580.128906 110 102577.132812 111 56580.128906 112 102577.132812 113 102577.132812 114 93896.750000 115 108503.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,IRRF,XGBoost,0.49950289726257324,"104 177160.828125 105 328266.062500 106 328266.062500 107 328266.062500 108 186793.796875 109 328266.062500 110 189101.187500 111 177160.828125 112 189101.187500 113 328266.062500 114 328266.062500 115 328266.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do FPM,MLP,0.8928277492523193,"104 1.807305e+06 105 1.949882e+06 106 1.540095e+06 107 1.641171e+06 108 1.729229e+06 109 1.679628e+06 110 1.753576e+06 111 1.578144e+06 112 1.601188e+06 113 1.564749e+06 114 1.759146e+06 115 2.231792e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ICMS,SES,0.5702121257781982,"104 1981417.125 105 1993364.250 106 1941185.875 107 1921812.000 108 1981265.000 109 1873238.125 110 1922165.625 111 1921812.000 112 1921812.000 113 1985565.000 114 1931485.000 115 1985752.750 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do IPVA,MLP,0.8475797176361084,"104 9.954077e+05 105 2.746882e+05 106 3.666761e+05 107 4.887947e+05 108 3.672738e+05 109 1.883459e+05 110 1.757846e+05 111 1.400983e+05 112 1.491107e+05 113 1.381832e+05 114 1.261458e+05 115 1.082284e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Cota-Parte do ITR,XGBoost,1.5477604866027832,"103 682.599060 104 -103.942093 105 502.404846 106 1817.105835 107 1817.105835 108 1197.019043 109 1817.105835 110 1643.647461 111 1687.558960 112 2228.480225 113 389.124054 114 331.334351 Name: Valor, dtype: float64" Prefeitura Municipal de Antônio Prado - RS,Transferencias LC 61_1989,XGBoost,0.639552116394043,"104 15362.039062 105 13783.289062 106 16818.462891 107 19435.017578 108 17095.884766 109 16629.900391 110 18200.617188 111 17286.166016 112 16936.291016 113 19034.279297 114 16831.542969 115 17650.474609 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,IPTU,XGBoost,0.6160399913787842,"96 10623.836914 97 113406.234375 98 59978.375000 99 60906.574219 100 37470.562500 101 595.019104 102 5005.000000 103 5002.089355 104 -5048.234863 105 -4465.741699 106 -3115.591309 107 -3027.545410 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,ISS,XGBoost,0.4896206855773926,"108 148511.984375 109 152264.968750 110 152008.750000 111 152008.750000 112 152008.750000 113 152008.750000 114 150691.828125 115 152264.968750 116 152008.750000 117 152008.750000 118 150691.828125 119 152008.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,ITBI,MLP,0.5532619953155518,"108 46579.617477 109 49014.862563 110 59130.407060 111 55009.776951 112 49966.208113 113 51949.605031 114 57660.507681 115 59650.536231 116 46884.905767 117 60034.851208 118 51488.329597 119 46307.533695 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,IRRF,XGBoost,0.4312887191772461,"108 96837.320312 109 96887.000000 110 95809.171875 111 95521.046875 112 95541.742188 113 95472.140625 114 95472.140625 115 96594.132812 116 96594.132812 117 96594.132812 118 98637.062500 119 191486.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do FPM,HWES,0.6288957595825195,"108 1.240996e+06 109 1.894087e+06 110 1.060480e+06 111 1.141711e+06 112 1.241331e+06 113 1.270332e+06 114 1.241331e+06 115 1.060480e+06 116 1.060480e+06 117 9.418158e+05 118 1.241331e+06 119 1.894087e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ICMS,HWES,0.5448319911956787,"108 9.444242e+05 109 9.384174e+05 110 9.559521e+05 111 1.114238e+06 112 1.031980e+06 113 9.518889e+05 114 1.133928e+06 115 1.133928e+06 116 1.133928e+06 117 1.053304e+06 118 9.986982e+05 119 1.033729e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do IPVA,AR,0.8124237060546875,"108 360972.812500 109 356904.437500 110 355147.187500 111 286668.906250 112 269020.250000 113 166977.296875 114 139569.812500 115 91578.718750 116 69990.062500 117 51345.035156 118 30064.876953 119 289541.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Cota-Parte do ITR,XGBoost,1.0400972366333008,"104 7876.312500 105 7936.740723 106 8326.493164 107 5832.897461 108 8334.050781 109 7664.535645 110 7869.205078 111 7508.223633 112 80351.609375 113 93353.718750 114 6302.817871 115 6302.817871 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiraiaras - RS,Transferencias LC 61_1989,HWES,0.6165676116943359,"108 8815.666992 109 9890.416992 110 9210.630859 111 8537.371094 112 8758.675781 113 8588.271484 114 10830.762695 115 9389.169922 116 9660.617188 117 8271.511719 118 8339.467773 119 7724.721680 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,IPTU,AR,1.088836908340454,"107 41300.011719 108 41287.570312 109 115110.312500 110 37756.937500 111 34444.558594 112 3651.326904 113 33890.964844 114 1003.388794 115 1622.232910 116 7826.559570 117 7871.047852 118 33890.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,ISS,XGBoost,2.0516743659973145,"108 42625.570312 109 38446.511719 110 35024.625000 111 34837.589844 112 34925.617188 113 35024.625000 114 42625.570312 115 35024.625000 116 35024.625000 117 35024.625000 118 35024.625000 119 35024.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,ITBI,XGBoost,0.6425800323486328,"106 2306.513184 107 6454.531738 108 2020.535034 109 3655.489014 110 2656.406738 111 6723.759766 112 2923.851318 113 2385.859619 114 2346.035156 115 980.048645 116 1407.402832 117 -46.106339 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,IRRF,SARIMAX,0.6778163909912109,"108 80552.367188 109 71936.132812 110 72373.929688 111 72373.929688 112 71813.203125 113 80552.367188 114 72373.929688 115 72204.687500 116 80552.367188 117 72081.562500 118 80552.367188 119 80552.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do FPM,MLP,0.6609790325164795,"108 1.258814e+06 109 1.450602e+06 110 1.154225e+06 111 1.227286e+06 112 1.290814e+06 113 1.254822e+06 114 1.394937e+06 115 1.177816e+06 116 1.194363e+06 117 1.167931e+06 118 1.308234e+06 119 1.649184e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ICMS,HWES,0.6068603992462158,"108 901952.6250 109 827961.1250 110 850535.5000 111 924063.4375 112 930905.0625 113 901952.6250 114 924063.4375 115 924063.4375 116 924063.4375 117 930905.0625 118 901952.6250 119 930905.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do IPVA,AR,0.9578852653503418,"108 144726.781250 109 36875.738281 110 126735.078125 111 137378.890625 112 81799.929688 113 31188.435547 114 31188.435547 115 57400.050781 116 10031.525391 117 7617.073242 118 7617.073242 119 151774.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Cota-Parte do ITR,AR,0.6770846843719482,"58 -2.323326 59 2328.651367 60 2022.775024 61 36.271980 62 59.551033 63 80.611443 64 33.377312 65 59.551033 66 2328.651367 67 2328.651367 68 86.041817 69 86.041817 Name: Valor, dtype: float64" Prefeitura Municipal de Taquaruçu do Sul - RS,Transferencias LC 61_1989,SARIMAX,0.5015382766723633,"54 10603.145508 55 7165.049316 56 7704.756348 57 10607.671875 58 7636.129395 59 10607.671875 60 10607.671875 61 7643.430664 62 10607.671875 63 10603.145508 64 7704.756348 65 10607.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,IPTU,XGBoost,1.181267499923706,"101 4417.795410 102 4638.050293 103 4485.111816 104 4448.086426 105 5658.188965 106 5620.040039 107 8443.000000 108 3010.841797 109 1741.375000 110 2502.114746 111 2925.414062 112 26159.939453 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,ISS,XGBoost,0.9975409507751465,"108 26243.222656 109 26248.228516 110 31475.550781 111 31512.515625 112 27994.744141 113 28533.753906 114 31512.515625 115 28621.150391 116 31512.515625 117 28533.753906 118 28533.078125 119 31512.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,ITBI,SARIMAX,1.2904589176177979,"108 29976.568359 109 29994.974609 110 29928.982422 111 30463.675781 112 29995.242188 113 30018.394531 114 30501.673828 115 30562.677734 116 29976.568359 117 29995.242188 118 30562.677734 119 28662.972656 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,IRRF,XGBoost,1.321387529373169,"108 79527.906250 109 79527.906250 110 79056.000000 111 181254.140625 112 79056.000000 113 79527.906250 114 79056.000000 115 79527.906250 116 79056.000000 117 79056.000000 118 79527.906250 119 181533.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do FPM,MLP,0.5682661533355713,"108 1.256798e+06 109 1.447851e+06 110 1.152397e+06 111 1.225128e+06 112 1.288351e+06 113 1.252388e+06 114 1.390962e+06 115 1.175481e+06 116 1.191871e+06 117 1.165424e+06 118 1.305138e+06 119 1.644803e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ICMS,HWES,0.37943077087402344,"108 1173596.375 109 1127862.750 110 1141952.875 111 1162275.750 112 1229030.875 113 1173475.375 114 1162275.750 115 1191266.750 116 1191266.750 117 1162275.750 118 1229030.875 119 1229030.875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do IPVA,AR,0.8714640140533447,"108 163134.125000 109 31343.751953 110 33602.839844 111 100700.312500 112 32911.519531 113 27591.753906 114 16097.211914 115 31392.843750 116 7443.722168 117 10952.217773 118 6302.938477 119 163906.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Candelária - RS,Cota-Parte do ITR,XGBoost,0.7778997421264648,"104 112.041756 105 105.746895 106 126.952110 107 105.746895 108 126.952110 109 129.059052 110 105.746895 111 388.338379 112 85.203285 113 70.343987 114 98.757027 115 -31.286913 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,IPTU,SARIMAX,0.9238851070404053,"101 7430.174316 102 4932.417480 103 14417.205078 104 2428.730957 105 3944.557129 106 3934.835938 107 3774.983154 108 3939.799072 109 4788.724121 110 5212.129395 111 5945.708008 112 5905.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,ISS,XGBoost,0.7812349796295166,"108 18031.896484 109 18199.527344 110 17903.900391 111 17271.949219 112 17291.287109 113 17542.513672 114 17291.236328 115 17310.146484 116 17291.208984 117 17291.208984 118 17504.720703 119 17291.236328 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,ITBI,HWES,0.8350555896759033,"89 10104.586914 90 3467.669922 91 3536.807861 92 3643.050537 93 5854.562500 94 15724.387695 95 15658.032227 96 15576.371094 97 15636.986328 98 15631.606445 99 14972.725586 100 15046.442383 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,IRRF,XGBoost,0.5903611183166504,"107 66025.046875 108 66640.445312 109 66640.445312 110 66025.046875 111 65752.953125 112 66640.445312 113 65752.953125 114 66025.046875 115 66025.046875 116 66025.046875 117 66025.046875 118 66640.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do FPM,HWES,0.5844688415527344,"108 1.188536e+06 109 1.747048e+06 110 9.076562e+05 111 1.131243e+06 112 1.198300e+06 113 1.152145e+06 114 1.239324e+06 115 1.004126e+06 116 8.606202e+05 117 8.538738e+05 118 1.190070e+06 119 1.779657e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ICMS,SES,0.4013049602508545,"108 550296.12500 109 507845.65625 110 511942.90625 111 546217.62500 112 541208.68750 113 546717.06250 114 539197.31250 115 541208.68750 116 541208.68750 117 541208.68750 118 553054.81250 119 553405.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do IPVA,SES,1.2834410667419434,"101 11394.216797 102 12416.318359 103 4214.078613 104 2803.384277 105 2680.120361 106 2803.763428 107 2720.144775 108 -5953.111816 109 -4240.934570 110 -5087.539551 111 -6067.779785 112 -5510.002930 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Cota-Parte do ITR,AR,0.5496618747711182,"67 -58.786396 68 138.624710 69 8.175058 70 -194.886276 71 -158.747421 72 -147.414719 73 -222.671829 74 -147.554810 75 -159.626389 76 -168.493759 77 -237.718643 78 -158.346481 Name: Valor, dtype: float64" Prefeitura Municipal de Canudos do Vale - RS,Transferencias LC 61_1989,XGBoost,1.401413917541504,"108 4601.677246 109 4486.958984 110 4049.782471 111 4261.067871 112 4300.959473 113 4384.802734 114 4388.818359 115 4280.544434 116 4748.602539 117 5243.563477 118 4460.003418 119 4523.901367 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,IPTU,XGBoost,0.46703433990478516,"97 20456.701172 98 20399.242188 99 27030.044922 100 323614.062500 101 60334.160156 102 41987.085938 103 20714.052734 104 34531.003906 105 20138.232422 106 21409.845703 107 18470.773438 108 228861.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,ISS,Prophet,0.5190083980560303,"100 53879.226562 101 53879.226562 102 53879.226562 103 53815.726562 104 53815.726562 105 53879.226562 106 53879.226562 107 53213.843750 108 53879.226562 109 53879.226562 110 53815.726562 111 53815.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,ITBI,SARIMAX,0.9679467678070068,"99 101080.296875 100 104076.156250 101 106171.804688 102 135459.359375 103 43508.636719 104 41208.812500 105 246956.171875 106 41517.496094 107 57793.062500 108 52732.832031 109 242134.781250 110 239497.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,IRRF,Prophet,0.6980381011962891,"100 99007.929688 101 99007.929688 102 102444.585938 103 99010.007812 104 99121.867188 105 99007.929688 106 99010.007812 107 99007.929688 108 99121.867188 109 99010.007812 110 99007.929688 111 100810.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do FPM,MLP,0.4900195598602295,"100 1.261949e+06 101 1.453463e+06 102 1.157790e+06 103 1.230843e+06 104 1.294378e+06 105 1.258593e+06 106 1.402202e+06 107 1.181876e+06 108 1.198549e+06 109 1.172336e+06 110 1.312527e+06 111 1.652941e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ICMS,MLP,0.63643479347229,"100 9.384873e+05 101 8.678884e+05 102 8.925970e+05 103 9.795097e+05 104 1.043708e+06 105 9.434733e+05 106 9.750486e+05 107 1.004282e+06 108 1.002195e+06 109 1.084982e+06 110 9.580425e+05 111 1.101870e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do IPVA,SARIMAX,0.977402925491333,"100 190447.765625 101 96269.117188 102 96269.117188 103 154747.265625 104 78933.539062 105 61329.796875 106 65968.773438 107 43798.058594 108 43798.058594 109 35064.406250 110 35139.640625 111 99078.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Cota-Parte do ITR,XGBoost,1.3723804950714111,"94 170331.468750 95 170164.640625 96 139284.703125 97 143188.890625 98 153263.500000 99 143188.890625 100 157872.140625 101 158391.062500 102 143711.875000 103 865362.062500 104 153263.500000 105 143188.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Chiapetta - RS,Transferencias LC 61_1989,AR,0.45506978034973145,"53 6569.242188 54 8267.111328 55 9758.540039 56 10793.232422 57 9532.154297 58 10827.102539 59 10334.953125 60 9380.678711 61 9162.506836 62 8788.486328 63 9695.154297 64 10334.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,IPTU,XGBoost,1.1282236576080322,"91 2917.125000 92 6452.688477 93 4444.229004 94 6458.807129 95 26513.255859 96 178192.171875 97 2787.568848 98 2310.302734 99 1863.431763 100 2132.239014 101 2282.768311 102 4169.616211 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,ISS,XGBoost,0.6715428829193115,"100 114015.101562 101 92559.382812 102 92559.382812 103 92559.382812 104 112456.195312 105 112456.195312 106 113674.523438 107 112456.195312 108 113674.523438 109 113674.523438 110 113674.523438 111 113674.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,ITBI,XGBoost,1.125556230545044,"100 43158.589844 101 50625.824219 102 49973.082031 103 50625.824219 104 49973.082031 105 49428.117188 106 46822.628906 107 49646.000000 108 46822.628906 109 49646.000000 110 49646.000000 111 49692.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,IRRF,Prophet,0.4944181442260742,"97 249583.421875 98 258294.562500 99 258294.562500 100 258294.562500 101 257522.125000 102 259837.156250 103 257522.125000 104 258294.562500 105 257522.125000 106 257522.125000 107 247499.546875 108 258294.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do FPM,HWES,0.5240447521209717,"100 1243774.875 101 1882704.375 102 1046650.625 103 1073261.000 104 1113291.375 105 1250032.875 106 1113291.375 107 1046650.625 108 1050805.125 109 986805.500 110 1113291.375 111 1882704.375 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ICMS,SES,0.507981538772583,"100 746848.3750 101 686714.5000 102 716015.3125 103 772666.6250 104 738663.0000 105 758429.1250 106 772862.0000 107 772652.1875 108 772652.1875 109 772666.6250 110 738663.0000 111 754262.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do IPVA,MLP,0.535057544708252,"92 126561.296760 93 84318.441059 94 93804.924406 95 114503.116076 96 88095.754877 97 79077.726092 98 75542.544346 99 73398.856368 100 75053.631092 101 74629.345356 102 74252.337117 103 130539.242722 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Cota-Parte do ITR,MLP,0.8868393898010254,"36 3264.409979 37 1014.715953 38 1245.255573 39 1516.837037 40 1249.730670 41 1692.888062 42 1734.045038 43 5295.636665 44 23703.261436 45 40876.494885 46 3769.722278 47 3478.372417 Name: Valor, dtype: float64" Prefeitura Municipal de Paraíso do Sul - RS,Transferencias LC 61_1989,XGBoost,0.5745480060577393,"100 6129.166504 101 5786.191895 102 6094.199707 103 6715.563477 104 6603.964355 105 6702.384277 106 6153.448730 107 6299.874023 108 5846.797852 109 6111.980469 110 6407.344727 111 6561.037109 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,IPTU,SARIMAX,1.0193378925323486,"105 6004.924316 106 52086.015625 107 514168.500000 108 52086.015625 109 52086.015625 110 36241.687500 111 46951.902344 112 36241.687500 113 29588.281250 114 20575.939453 115 9615.561523 116 52086.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,ISS,XGBoost,0.7638139724731445,"108 77759.968750 109 95972.093750 110 95333.398438 111 95446.015625 112 96669.109375 113 96669.109375 114 95972.093750 115 96669.109375 116 95972.093750 117 98006.593750 118 96669.109375 119 98006.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,ITBI,MLP,1.1355984210968018,"108 41373.445132 109 45893.405444 110 47245.829562 111 52775.454778 112 54099.249987 113 60871.439373 114 42866.597435 115 54303.834635 116 59375.186606 117 52744.663252 118 58464.056528 119 64833.712055 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,IRRF,SARIMAX,0.8684487342834473,"108 84908.484375 109 83284.601562 110 83467.210938 111 83424.007812 112 83467.210938 113 83467.210938 114 83419.554688 115 83424.007812 116 83419.554688 117 83284.601562 118 83468.500000 119 83467.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do FPM,HWES,0.6013076305389404,"108 1237211.625 109 1893819.750 110 1076202.375 111 1158971.375 112 1238181.375 113 1279305.250 114 1237726.250 115 1076202.375 116 1076202.375 117 943714.625 118 1238181.375 119 1893819.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ICMS,HWES,0.6195189952850342,"108 845780.9375 109 623032.1875 110 726865.9375 111 773214.5000 112 852781.5625 113 814772.7500 114 768258.1250 115 729094.3125 116 729256.3125 117 919381.5000 118 845604.8125 119 933424.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do IPVA,SARIMAX,0.9585697650909424,"108 216495.500000 109 96191.390625 110 101388.609375 111 159246.937500 112 116345.695312 113 18308.636719 114 18308.636719 115 21625.771484 116 15993.732422 117 15993.732422 118 12409.592773 119 174806.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Cota-Parte do ITR,MLP,0.8577685356140137,"96 2226.222870 97 2273.761994 98 2240.714556 99 2256.397035 100 2319.256225 101 2321.618549 102 2406.199133 103 2556.319308 104 4282.652701 105 3920.884491 106 2429.953501 107 2308.604773 Name: Valor, dtype: float64" Prefeitura Municipal de Cotiporã - RS,Transferencias LC 61_1989,MLP,1.1083624362945557,"108 7173.003395 109 7071.429016 110 7253.745626 111 7350.361765 112 7376.441270 113 7439.449721 114 7440.324696 115 7432.932421 116 7517.300278 117 7545.237935 118 7277.636294 119 7368.920182 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,IPTU,SARIMAX,0.847435712814331,"103 2153.463867 104 10348.094727 105 27359.246094 106 22634.941406 107 5069.319824 108 12662.580078 109 4288.270996 110 -721.740723 111 -4048.208252 112 -3242.270752 113 -2983.844482 114 -3002.635498 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,ISS,HWES,0.6011772155761719,"108 12205.750000 109 15915.044922 110 17320.267578 111 18548.017578 112 14780.915039 113 15927.275391 114 17317.841797 115 17721.363281 116 17158.789062 117 12763.331055 118 20606.843750 119 14043.138672 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,ITBI,SES,0.7823963165283203,"104 8729.519531 105 7993.344727 106 2187.725586 107 4731.798828 108 2687.915771 109 4810.511230 110 3271.224365 111 4755.791992 112 6013.397461 113 3278.896484 114 10129.789062 115 4747.958984 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,IRRF,SARIMAX,0.9688098430633545,"107 18828.859375 108 43918.679688 109 43090.027344 110 51003.078125 111 51246.648438 112 41620.816406 113 43090.558594 114 51246.648438 115 42391.480469 116 38955.175781 117 50542.503906 118 51246.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do FPM,HWES,0.6301274299621582,"108 1.248534e+06 109 1.894004e+06 110 1.058359e+06 111 1.164125e+06 112 1.248582e+06 113 1.262369e+06 114 1.248688e+06 115 1.056947e+06 116 1.056902e+06 117 9.787579e+05 118 1.248582e+06 119 1.894004e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do ICMS,HWES,0.47331953048706055,"108 577094.3750 109 486620.0000 110 483654.0000 111 577705.6875 112 560494.8750 113 577114.7500 114 577262.0000 115 564384.6250 116 564384.6250 117 560579.9375 118 577094.3750 119 560579.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do IPVA,MLP,0.9152991771697998,"100 98903.003268 101 74888.990927 102 45764.635227 103 62317.332494 104 58076.562487 105 54414.014231 106 57221.827456 107 67491.178554 108 75788.886451 109 86890.864616 110 102063.751629 111 147958.165006 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Cota-Parte do ITR,XGBoost,1.3536596298217773,"92 30.987595 93 5.619844 94 20.018637 95 15.149723 96 30.399696 97 15.554162 98 10.685099 99 25.977043 100 40.445946 101 -6.701930 102 20.520624 103 -4.153677 Name: Valor, dtype: float64" Prefeitura Municipal de Relvado - RS,Transferencias LC 61_1989,SARIMAX,0.600588321685791,"108 4721.061523 109 4811.935059 110 4653.683105 111 4432.606445 112 5394.062012 113 5261.247559 114 5401.604980 115 4728.426270 116 5331.149414 117 5024.444336 118 4840.027344 119 4890.141113 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,IPTU,SARIMAX,1.27329683303833,"100 25106.513672 101 238080.468750 102 47283.269531 103 48427.480469 104 48171.996094 105 55128.464844 106 55128.218750 107 29135.117188 108 42454.328125 109 46174.820312 110 46162.585938 111 22410.550781 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,ISS,XGBoost,1.0158441066741943,"100 158971.093750 101 149506.390625 102 166397.843750 103 149506.390625 104 136308.218750 105 137875.453125 106 136308.218750 107 136840.171875 108 136308.218750 109 136308.218750 110 136308.218750 111 142030.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,ITBI,SES,1.1766467094421387,"100 13535.650391 101 11773.365234 102 12704.235352 103 13306.278320 104 18647.166016 105 17546.753906 106 17319.880859 107 9552.075195 108 15113.674805 109 12872.239258 110 18647.166016 111 14489.847656 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,IRRF,XGBoost,0.9869101047515869,"100 102546.570312 101 102604.679688 102 102607.476562 103 102604.679688 104 102604.679688 105 102604.679688 106 102604.679688 107 102604.679688 108 102607.476562 109 102604.679688 110 102607.476562 111 102604.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do FPM,HWES,0.5612795352935791,"100 1.209025e+06 101 1.894178e+06 102 1.064327e+06 103 1.163542e+06 104 1.215698e+06 105 1.207527e+06 106 1.226899e+06 107 1.064327e+06 108 1.065033e+06 109 9.365574e+05 110 1.215698e+06 111 1.894178e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ICMS,SARIMAX,0.8846662044525146,"100 793532.5000 101 749399.3125 102 841532.4375 103 826569.5000 104 830311.5000 105 827506.3125 106 828265.6875 107 826621.6875 108 826621.6875 109 826569.5000 110 830311.5000 111 829075.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do IPVA,HWES,0.4778885841369629,"92 213730.421875 93 194109.187500 94 156939.781250 95 157147.453125 96 156416.703125 97 138167.109375 98 157282.953125 99 157963.765625 100 157963.765625 101 157788.312500 102 157752.000000 103 194109.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Cota-Parte do ITR,SARIMAX,0.7563686370849609,"88 134.300827 89 142.783768 90 790.114990 91 406.140076 92 439.079803 93 520.351013 94 572.575012 95 2053.068115 96 242.726242 97 1789.494385 98 629.244751 99 467.669342 Name: Valor, dtype: float64" Prefeitura Municipal de Marques de Souza - RS,Transferencias LC 61_1989,AR,0.6813795566558838,"100 6741.613770 101 6328.361328 102 6797.915039 103 6807.895508 104 6739.203613 105 6728.000000 106 6416.274414 107 5245.746582 108 6860.145508 109 7095.641602 110 6504.668457 111 7358.579590 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,IPTU,SES,1.1829378604888916,"105 22823.337891 106 30692.763672 107 30717.753906 108 99411.562500 109 99410.773438 110 265451.843750 111 265532.562500 112 294643.531250 113 294643.531250 114 294643.531250 115 294643.531250 116 294643.531250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,ISS,XGBoost,0.4937169551849365,"108 39234.882812 109 46533.328125 110 46533.328125 111 46533.328125 112 46533.328125 113 46533.328125 114 47352.175781 115 46533.328125 116 47437.859375 117 46152.460938 118 47447.593750 119 46533.328125 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,ITBI,SARIMAX,1.286595344543457,"108 12703.627930 109 30272.029297 110 30232.927734 111 29824.556641 112 10556.548828 113 28080.511719 114 27662.306641 115 27652.343750 116 30257.482422 117 30232.927734 118 27652.578125 119 28530.669922 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,IRRF,MLP,1.1283929347991943,"108 41119.566361 109 44190.538994 110 44839.061990 111 47013.006098 112 42891.457473 113 41834.940446 114 43580.767573 115 43215.048093 116 42540.313647 117 41965.612680 118 45577.520536 119 49692.976059 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do FPM,HWES,0.5587320327758789,"108 1088420.500 109 1893885.750 110 1079259.250 111 1158564.625 112 1229603.625 113 1264848.875 114 1234098.000 115 1079259.250 116 1079287.375 117 948185.250 118 1229603.625 119 1893885.750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ICMS,AR,0.4620993137359619,"108 538954.25000 109 547293.68750 110 535801.62500 111 552965.56250 112 552386.75000 113 525102.06250 114 513631.56250 115 504593.62500 116 504593.50000 117 547566.62500 118 521397.03125 119 561940.25000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do IPVA,AR,1.0113463401794434,"108 207680.812500 109 89565.460938 110 42475.996094 111 106626.625000 112 43962.898438 113 65034.937500 114 46059.324219 115 24616.898438 116 17545.539062 117 19598.574219 118 13628.909180 119 269227.218750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Cota-Parte do ITR,XGBoost,0.7614305019378662,"87 585.623047 88 232.523209 89 76.846329 90 75.755165 91 75.755165 92 149.803604 93 84.828262 94 77.315498 95 465.028473 96 199.219009 97 63.088940 98 27.589252 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Hortêncio - RS,Transferencias LC 61_1989,SES,0.7715170383453369,"108 4001.357666 109 4287.014648 110 4905.320801 111 4710.240723 112 4253.065918 113 4829.812012 114 4470.105957 115 4470.696289 116 4778.966309 117 3711.362061 118 4905.548340 119 4842.904785 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,IPTU,AR,1.2171998023986816,"96 8222.983398 97 7363.122559 98 80563.273438 99 5778.908691 100 8339.017578 101 8608.418945 102 9556.715820 103 11436.371094 104 11717.005859 105 9252.994141 106 9233.745117 107 11510.920898 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,ISS,MLP,1.0411012172698975,"96 12464.950203 97 11144.382803 98 10795.399220 99 10673.331060 100 11421.653193 101 10797.877610 102 11079.994662 103 10968.798435 104 11255.762992 105 11610.429714 106 11084.287052 107 11475.945330 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,ITBI,HWES,0.8747947216033936,"96 11650.134766 97 17498.634766 98 12916.274414 99 17369.751953 100 12816.597656 101 12066.065430 102 12843.739258 103 12676.913086 104 12816.597656 105 12066.065430 106 12857.605469 107 12696.528320 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,IRRF,XGBoost,0.8899362087249756,"96 61291.492188 97 63161.558594 98 63277.601562 99 63277.601562 100 63277.601562 101 63277.601562 102 63277.601562 103 63277.601562 104 63277.601562 105 63277.601562 106 63277.601562 107 63277.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do FPM,SARIMAX,0.48975205421447754,"96 1323772.500 97 1318576.625 98 1340862.250 99 1323772.500 100 1318576.625 101 1323772.500 102 1323772.500 103 1323772.500 104 1340862.250 105 1323772.500 106 1318576.625 107 1318576.625 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ICMS,XGBoost,0.4487340450286865,"96 279189.37500 97 305493.25000 98 305493.25000 99 305494.06250 100 305482.56250 101 305482.56250 102 305494.06250 103 278702.00000 104 305482.56250 105 278416.40625 106 278901.62500 107 305493.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do IPVA,XGBoost,1.0256762504577637,"96 78693.882812 97 60189.953125 98 65382.531250 99 78721.351562 100 46474.164062 101 16564.724609 102 15323.192383 103 78731.421875 104 15102.195312 105 14997.473633 106 14413.121094 107 46474.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Cota-Parte do ITR,XGBoost,0.738800048828125,"81 20.770729 82 1.898726 83 20.540379 84 15.543224 85 13.948785 86 12.238948 87 24.544071 88 13.948785 89 343.357544 90 1030.081055 91 64.888702 92 64.881134 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande - RS,Transferencias LC 61_1989,SES,0.5180139541625977,"48 3272.094727 49 3155.150146 50 3095.043701 51 3174.119629 52 3173.833252 53 3173.583496 54 3088.034180 55 3173.833252 56 3088.034180 57 3123.037109 58 3173.583496 59 3123.037109 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,IPTU,SARIMAX,2.1292266845703125,"108 7.445517e+04 109 1.115749e+06 110 9.993208e+04 111 1.099876e+05 112 9.616005e+04 113 1.092498e+05 114 9.993208e+04 115 1.729600e+05 116 1.842687e+05 117 1.723277e+05 118 1.723277e+05 119 1.589022e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,ISS,XGBoost,0.4761688709259033,"108 73415.859375 109 73121.343750 110 74684.078125 111 74683.789062 112 74683.789062 113 74112.476562 114 74112.476562 115 74112.476562 116 73121.343750 117 74683.789062 118 74112.476562 119 74683.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,ITBI,XGBoost,1.0661187171936035,"108 20219.978516 109 28694.763672 110 28560.982422 111 23207.693359 112 21308.849609 113 37007.644531 114 36458.390625 115 28985.121094 116 29333.976562 117 32116.546875 118 19202.302734 119 25680.457031 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,IRRF,SARIMAX,0.9567482471466064,"108 117205.593750 109 117199.117188 110 117199.117188 111 117199.117188 112 117199.117188 113 117199.117188 114 117199.117188 115 117199.117188 116 117199.117188 117 117199.117188 118 117199.117188 119 117198.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do FPM,HWES,0.5896823406219482,"108 1267014.375 109 1893800.500 110 1094920.500 111 1149197.250 112 1272105.375 113 1290312.000 114 1272105.375 115 1094920.500 116 1094917.750 117 988275.250 118 1272105.375 119 1893800.500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ICMS,HWES,0.5818686485290527,"108 908794.5000 109 720039.3750 110 900177.8125 111 910097.6250 112 960295.5000 113 869437.5625 114 900718.8750 115 934431.2500 116 934431.2500 117 998807.3750 118 920740.3750 119 998234.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9282233715057373,"108 314037.062500 109 54180.609375 110 82544.812500 111 256488.750000 112 82564.015625 113 46440.757812 114 18158.746094 115 18158.746094 116 7330.186035 117 9168.449219 118 9556.127930 119 326989.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Cota-Parte do ITR,XGBoost,0.810727596282959,"97 174.669785 98 195.523376 99 144.732285 100 108.770760 101 153.148224 102 108.894730 103 173.852570 104 192.937286 105 1629.000488 106 1686.244019 107 1151.982178 108 1599.056152 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Clara do Sul - RS,Transferencias LC 61_1989,MLP,0.926823616027832,"108 7484.363995 109 7214.433654 110 7444.887899 111 7586.826339 112 7589.602256 113 7689.509064 114 7701.968864 115 7641.454550 116 7742.111457 117 7964.527382 118 7481.445850 119 7654.464027 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,IPTU,SARIMAX,1.10823655128479,"98 1684.137085 99 2736.472412 100 2073.150879 101 16962.816406 102 26412.730469 103 16458.123047 104 16741.878906 105 17569.982422 106 17580.621094 107 16862.101562 108 17084.433594 109 17710.097656 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,ISS,SARIMAX,0.8054075241088867,"104 13620.996094 105 10764.881836 106 13453.704102 107 10764.881836 108 13453.704102 109 10684.387695 110 13453.704102 111 13445.133789 112 13453.704102 113 13453.704102 114 13453.704102 115 13453.704102 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,ITBI,SARIMAX,0.42986631393432617,"98 91677.929688 99 87421.812500 100 92227.218750 101 88293.968750 102 92158.765625 103 91677.929688 104 88230.625000 105 91611.484375 106 91677.929688 107 87949.671875 108 91611.484375 109 87421.812500 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,IRRF,SES,1.1141116619110107,"101 11621.270508 102 12782.095703 103 7511.680176 104 12362.664062 105 14300.139648 106 6691.664062 107 4510.432129 108 4510.432129 109 4510.432129 110 -143.845886 111 4510.432129 112 4510.432129 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do FPM,MLP,0.9015443325042725,"104 1.050218e+06 105 1.199188e+06 106 1.018055e+06 107 1.090287e+06 108 1.057900e+06 109 9.224835e+05 110 1.268263e+06 111 9.969530e+05 112 1.025010e+06 113 1.077694e+06 114 1.209434e+06 115 1.533581e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ICMS,SES,0.8495428562164307,"104 549865.2500 105 553090.8750 106 538640.6875 107 563142.0625 108 580511.4375 109 549780.8125 110 549034.5625 111 588800.5625 112 564661.9375 113 563142.0625 114 564539.3750 115 565050.6250 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do IPVA,XGBoost,1.1072893142700195,"102 22080.205078 103 8215.520508 104 11804.208984 105 21593.421875 106 15005.893555 107 10529.244141 108 7137.860840 109 7165.791016 110 5279.930664 111 9018.733398 112 5172.312012 113 22579.861328 Name: Valor, dtype: float64" Prefeitura Municipal de São Valério do Sul - RS,Cota-Parte do ITR,XGBoost,0.8395571708679199,"90 6212.342285 91 8169.466797 92 868.139709 93 867.848633 94 10832.507812 95 12190.604492 96 12190.604492 97 5764.016113 98 5365.023438 99 5365.023438 100 5349.625000 101 5662.865723 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,IPTU,XGBoost,1.1429250240325928,"95 295.287262 96 1574.140015 97 3417.496582 98 11453.050781 99 10623.824219 100 -1355.063965 101 -830.463806 102 -747.939758 103 -543.337463 104 -747.939758 105 -2372.099121 106 -3215.888184 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,ISS,XGBoost,0.5703074932098389,"108 13835.583008 109 16758.632812 110 16641.830078 111 16153.716797 112 16635.263672 113 16659.310547 114 17719.957031 115 17647.300781 116 17648.152344 117 17795.746094 118 24299.693359 119 15942.631836 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,ITBI,HWES,1.1005561351776123,"106 18198.171875 107 17702.744141 108 16975.589844 109 17624.548828 110 17842.009766 111 17364.806641 112 19807.423828 113 17462.699219 114 16675.541016 115 18715.634766 116 17553.544922 117 17462.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,IRRF,MLP,0.9167466163635254,"108 29581.919248 109 29152.774082 110 29800.067353 111 29089.057907 112 28452.181537 113 28680.665261 114 27978.909900 115 27886.315059 116 28610.025475 117 27950.797264 118 27840.988898 119 34695.016720 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do FPM,AR,0.5226938724517822,"108 1.604900e+06 109 1.893691e+06 110 1.255858e+06 111 1.302952e+06 112 1.604900e+06 113 1.604900e+06 114 1.893769e+06 115 1.255858e+06 116 1.255858e+06 117 9.566829e+05 118 1.604900e+06 119 1.893691e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ICMS,HWES,0.5285890102386475,"108 433709.43750 109 354545.53125 110 353618.50000 111 443726.90625 112 426451.87500 113 433709.43750 114 443726.90625 115 443728.90625 116 443728.90625 117 426451.87500 118 433699.21875 119 426451.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do IPVA,AR,1.0282061100006104,"107 58040.453125 108 27662.875000 109 27662.875000 110 27872.785156 111 24590.287109 112 7379.148438 113 5719.065918 114 8438.847656 115 15333.328125 116 5042.052734 117 6819.989258 118 58040.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Cota-Parte do ITR,XGBoost,0.6316847801208496,"70 49.799698 71 58.299313 72 294.757935 73 19.127916 74 324.499115 75 14.687866 76 760.837097 77 815.762756 78 251.071945 79 248.979874 80 54.381062 81 463.657043 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Tiradentes - RS,Transferencias LC 61_1989,HWES,0.5108497142791748,"48 3723.957520 49 3652.835205 50 5262.443848 51 5210.021484 52 5211.826172 53 5210.021484 54 5218.794434 55 5264.416992 56 5210.021484 57 5218.794434 58 5262.443848 59 5218.794434 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,IPTU,HWES,1.8892483711242676,"108 48216.917969 109 145123.765625 110 159017.671875 111 151737.000000 112 164691.140625 113 151735.171875 114 470305.812500 115 162680.203125 116 145843.953125 117 148096.921875 118 143935.890625 119 146957.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,ISS,XGBoost,0.8797872066497803,"108 125673.289062 109 126004.570312 110 125556.906250 111 125230.273438 112 124974.304688 113 126004.570312 114 126004.570312 115 126004.570312 116 126004.570312 117 125673.289062 118 126004.570312 119 126004.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,ITBI,HWES,0.5246241092681885,"108 59291.675781 109 21833.208984 110 59196.824219 111 23067.423828 112 21380.767578 113 59196.824219 114 16000.798828 115 21565.531250 116 26203.105469 117 63474.296875 118 18441.195312 119 19259.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,IRRF,HWES,0.6725549697875977,"108 177049.609375 109 174302.515625 110 174302.359375 111 177049.609375 112 177382.343750 113 177149.968750 114 177382.343750 115 177382.343750 116 177049.609375 117 177149.968750 118 177049.609375 119 177382.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do FPM,HWES,0.5766229629516602,"108 1.350319e+06 109 1.893844e+06 110 1.058614e+06 111 1.150584e+06 112 1.355807e+06 113 1.346133e+06 114 1.355807e+06 115 1.058614e+06 116 1.058686e+06 117 9.900511e+05 118 1.355807e+06 119 1.893838e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ICMS,HWES,0.4292013645172119,"108 782695.1250 109 683023.8125 110 722990.5625 111 827060.6875 112 842936.1250 113 889836.1250 114 826772.6250 115 827772.3125 116 827772.3125 117 810951.7500 118 826457.5000 119 810951.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do IPVA,AR,1.004258632659912,"108 299308.406250 109 77692.656250 110 100993.851562 111 246145.750000 112 171587.656250 113 38522.093750 114 27539.162109 115 38364.804688 116 22345.753906 117 25886.564453 118 23804.390625 119 284990.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Cota-Parte do ITR,SARIMAX,0.803286075592041,"105 305.317139 106 299.574585 107 299.574585 108 288.485718 109 292.571472 110 303.822632 111 299.668243 112 811.245544 113 5184.637207 114 5184.637207 115 415.851135 116 406.045227 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria do Herval - RS,Transferencias LC 61_1989,SES,0.7080080509185791,"106 5312.167480 107 6584.853516 108 5904.162109 109 7196.684570 110 6172.109863 111 6900.817871 112 6853.967773 113 6662.471191 114 5867.210449 115 5658.865723 116 5570.636230 117 5921.684082 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,IPTU,AR,1.3838541507720947,"108 5828.827637 109 5322.551270 110 107662.296875 111 229617.031250 112 10328.664062 113 9574.695312 114 7838.787109 115 8252.897461 116 8208.643555 117 9574.695312 118 6418.097656 119 6420.909180 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,ISS,MLP,1.5617434978485107,"108 29204.213664 109 31652.321819 110 41157.343150 111 29892.639605 112 31740.389804 113 31837.893586 114 33999.808887 115 35684.999881 116 35348.008279 117 36492.612804 118 35264.909863 119 37013.227379 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,ITBI,XGBoost,1.2312657833099365,"108 16804.392578 109 32934.578125 110 18841.248047 111 14657.412109 112 15813.423828 113 16645.121094 114 32648.576172 115 23743.468750 116 16778.546875 117 15797.809570 118 16193.214844 119 32669.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,IRRF,SARIMAX,0.648698091506958,"103 78675.609375 104 124753.648438 105 124762.390625 106 124762.390625 107 124465.414062 108 125047.257812 109 124762.390625 110 124753.648438 111 124762.390625 112 125047.257812 113 124762.390625 114 125021.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do FPM,AR,0.5495214462280273,"108 1.291189e+06 109 1.893748e+06 110 1.082755e+06 111 1.154303e+06 112 1.291168e+06 113 1.303346e+06 114 1.291168e+06 115 1.082755e+06 116 1.081959e+06 117 1.005589e+06 118 1.291168e+06 119 1.893748e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do ICMS,MLP,0.5085513591766357,"108 502400.924844 109 472262.485738 110 483035.624521 111 521641.878068 112 549847.731361 113 504212.831315 114 517850.501293 115 530357.414626 116 528740.889185 117 565173.289503 118 507363.685056 119 571220.015918 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do IPVA,AR,0.9959721565246582,"108 160959.625000 109 58121.730469 110 88217.039062 111 127275.960938 112 100096.593750 113 43880.757812 114 43880.757812 115 4789.582031 116 13570.796875 117 5220.039062 118 7381.778809 119 100210.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Cota-Parte do ITR,XGBoost,0.886854887008667,"35 91.584473 36 192.827606 37 160.996735 38 91.538673 39 118.594032 40 71.768250 41 71.768250 42 86.355934 43 125.003014 44 123.638695 45 123.610695 46 95.185555 Name: Valor, dtype: float64" Prefeitura Municipal de Caiçara - RS,Transferencias LC 61_1989,XGBoost,1.0942583084106445,"72 5162.318359 73 4891.472168 74 5386.573730 75 5380.445312 76 5358.359375 77 4819.413574 78 4729.908691 79 5312.166504 80 5395.680176 81 6600.185547 82 5327.536621 83 4815.317383 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,IPTU,SARIMAX,0.5030181407928467,"101 72993.640625 102 37275.000000 103 388760.312500 104 334862.562500 105 334862.562500 106 146737.218750 107 146737.218750 108 145163.906250 109 44746.148438 110 45827.195312 111 45827.472656 112 45827.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,ISS,XGBoost,0.5261173248291016,"108 84465.734375 109 88381.539062 110 206573.328125 111 113675.375000 112 116037.398438 113 119219.601562 114 133507.515625 115 134907.000000 116 164352.953125 117 116907.429688 118 99376.648438 119 97602.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,ITBI,MLP,0.9938795566558838,"108 133978.405603 109 128500.421352 110 131561.021591 111 137451.927696 112 138672.197343 113 142040.214242 114 145182.379373 115 151069.988583 116 146358.852989 117 133913.219606 118 134963.838944 119 140816.251786 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,IRRF,MLP,0.502178430557251,"108 153684.225386 109 175556.159998 110 178456.529129 111 177877.992467 112 189731.994587 113 184762.121090 114 180257.949883 115 186550.981717 116 184553.682157 117 189729.937547 118 182046.299839 119 237593.659055 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do FPM,HWES,0.6312217712402344,"108 1681348.375 109 2525024.500 110 1486183.375 111 1516580.375 112 1683395.500 113 1770770.625 114 1847156.125 115 1486183.375 116 1486870.750 117 1268596.875 118 1683395.500 119 2525024.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ICMS,HWES,0.5369462966918945,"108 1613905.375 109 1456858.750 110 1506536.375 111 1530779.125 112 1691915.625 113 1633719.375 114 1566907.375 115 1743006.250 116 1743006.250 117 1781848.750 118 1668613.625 119 1781848.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do IPVA,AR,0.9108262062072754,"108 300104.312500 109 115184.265625 110 121799.015625 111 220625.500000 112 168810.703125 113 83113.406250 114 91881.015625 115 48147.304688 116 24509.546875 117 48147.304688 118 24351.488281 119 309848.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Cota-Parte do ITR,SARIMAX,1.3272020816802979,"106 147610.765625 107 132366.796875 108 129922.796875 109 129922.796875 110 130285.296875 111 129929.195312 112 159937.796875 113 129929.195312 114 660388.062500 115 661615.250000 116 114435.742188 117 155348.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheiro Machado - RS,Transferencias LC 61_1989,HWES,0.5470924377441406,"108 14626.814453 109 14642.379883 110 14703.603516 111 14978.916992 112 15082.591797 113 14221.512695 114 15893.226562 115 13922.689453 116 13571.087891 117 14011.250977 118 14633.765625 119 15494.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,IPTU,HWES,1.2980308532714844,"106 40477.964844 107 52611.718750 108 60324.800781 109 57587.679688 110 107003.390625 111 262038.687500 112 59063.246094 113 31750.929688 114 52564.300781 115 51963.207031 116 46398.554688 117 59063.246094 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,ISS,XGBoost,0.8230159282684326,"108 96503.054688 109 96679.117188 110 96503.054688 111 96503.054688 112 96686.429688 113 96503.054688 114 96503.054688 115 96503.054688 116 96503.054688 117 96503.054688 118 96503.054688 119 96503.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,ITBI,XGBoost,0.542931318283081,"108 134658.609375 109 110963.601562 110 121378.031250 111 125025.273438 112 113860.968750 113 128882.250000 114 111314.093750 115 134658.609375 116 632046.187500 117 134658.609375 118 148229.203125 119 139310.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,IRRF,SARIMAX,0.48839688301086426,"108 115097.859375 109 115097.859375 110 215849.203125 111 114974.031250 112 113650.976562 113 115097.859375 114 114974.031250 115 115097.859375 116 115097.859375 117 215849.203125 118 115097.859375 119 215849.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do FPM,MLP,0.4619765281677246,"108 1.256783e+06 109 1.447829e+06 110 1.152385e+06 111 1.225112e+06 112 1.288333e+06 113 1.252370e+06 114 1.390938e+06 115 1.175464e+06 116 1.191853e+06 117 1.165406e+06 118 1.305115e+06 119 1.644767e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do ICMS,HWES,0.5390541553497314,"108 1256925.125 109 1173391.250 110 1281337.000 111 1368406.625 112 1421193.750 113 1296835.125 114 1368453.500 115 1368406.625 116 1368406.625 117 1368406.625 118 1421193.750 119 1394475.250 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do IPVA,HWES,1.5645596981048584,"108 216062.203125 109 47901.375000 110 282447.218750 111 187575.812500 112 205345.640625 113 71659.539062 114 44643.953125 115 37049.906250 116 37286.355469 117 27805.404297 118 23401.884766 119 189801.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Cota-Parte do ITR,XGBoost,1.2880210876464844,"94 3420.578369 95 14770.585938 96 3711.755127 97 2407.031738 98 1362.043457 99 1422.804077 100 1352.576172 101 3711.755127 102 71414.671875 103 70166.718750 104 22696.693359 105 11408.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Independência - RS,Transferencias LC 61_1989,HWES,0.4965035915374756,"36 11445.606445 37 11549.278320 38 11580.572266 39 11711.971680 40 11583.116211 41 11664.723633 42 11663.994141 43 11580.572266 44 11695.612305 45 12967.365234 46 13187.835938 47 12968.204102 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,IPTU,XGBoost,1.2998616695404053,"92 8231.453125 93 19206.552734 94 23604.896484 95 23063.087891 96 6010.651367 97 23982.816406 98 25243.017578 99 24217.542969 100 5495.516602 101 8460.545898 102 4944.917480 103 6010.189941 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,ISS,XGBoost,0.9563095569610596,"108 58757.378906 109 53815.207031 110 56377.492188 111 57233.457031 112 56807.675781 113 56518.390625 114 57460.695312 115 57016.503906 116 57713.984375 117 58227.480469 118 57100.449219 119 56208.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,ITBI,SARIMAX,0.6125137805938721,"98 117980.585938 99 85630.062500 100 64385.316406 101 123542.656250 102 69905.492188 103 86027.179688 104 66988.671875 105 83600.023438 106 67273.250000 107 86027.179688 108 72617.578125 109 65947.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,IRRF,SARIMAX,0.807018518447876,"108 200482.875000 109 200594.937500 110 200747.968750 111 200753.859375 112 200753.859375 113 200753.859375 114 200753.859375 115 200753.859375 116 200753.859375 117 200753.859375 118 200747.968750 119 200747.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do FPM,AR,0.7227153778076172,"108 1408927.000 109 1893785.375 110 1054978.125 111 1156789.000 112 1408943.750 113 1380890.750 114 1395251.250 115 1054978.125 116 1054555.250 117 1045876.000 118 1408943.750 119 1893785.375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ICMS,HWES,0.6047110557556152,"108 1501020.875 109 1407866.625 110 1440165.375 111 1622333.000 112 1586745.500 113 1501387.500 114 1622581.000 115 1406622.875 116 1622534.750 117 1586745.500 118 1501020.875 119 1586745.500 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do IPVA,HWES,1.0065486431121826,"104 68397.414062 105 64724.117188 106 89208.312500 107 76978.375000 108 89061.562500 109 50883.718750 110 4985.884277 111 6147.847168 112 5293.560059 113 6147.847168 114 4985.884277 115 85337.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Cota-Parte do ITR,HWES,13.470146894454956,"35 83804.625000 36 16585.517578 37 18344.517578 38 17084.835938 39 17084.835938 40 16700.921875 41 16493.910156 42 16929.835938 43 129954.289062 44 130031.281250 45 130448.109375 46 88298.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Cadeado - RS,Transferencias LC 61_1989,XGBoost,0.9614295959472656,"96 13676.998047 97 12251.408203 98 12425.791016 99 13830.702148 100 14578.149414 101 12199.612305 102 13923.317383 103 13793.757812 104 14622.108398 105 12593.537109 106 12425.791016 107 12452.009766 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,IPTU,AR,1.2710599899291992,"85 534.291260 86 7893.155273 87 3581.596680 88 10598.362305 89 47935.882812 90 2913.644287 91 7715.006836 92 394.470642 93 7893.155273 94 -400.868835 95 -615.185303 96 394.470642 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,ISS,HWES,1.782947063446045,"100 60571.976562 101 60945.160156 102 101084.468750 103 72460.703125 104 68819.718750 105 100223.945312 106 72347.070312 107 72674.132812 108 72347.070312 109 102751.531250 110 72460.703125 111 72674.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,ITBI,AR,1.0834581851959229,"86 31825.007812 87 24763.445312 88 22263.494141 89 20760.195312 90 23032.169922 91 24789.630859 92 23857.890625 93 33151.312500 94 9981.395508 95 6633.853516 96 4121.855469 97 20763.556641 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,IRRF,MLP,1.0725336074829102,"100 49801.027113 101 55284.404473 102 28979.743531 103 70632.743212 104 50921.185389 105 33434.507612 106 57164.290611 107 53651.479122 108 78360.585486 109 59964.288767 110 61181.557085 111 104963.506569 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do FPM,HWES,0.4811363220214844,"100 1252247.625 101 1893768.625 102 1022697.250 103 1157632.000 104 1045170.000 105 1249332.125 106 1045170.000 107 1022697.250 108 1022697.250 109 958344.750 110 1045170.000 111 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do ICMS,AR,0.6510789394378662,"100 419411.40625 101 357908.46875 102 388330.62500 103 476807.25000 104 455343.21875 105 427211.90625 106 427211.90625 107 476807.25000 108 476807.25000 109 455343.21875 110 440552.87500 111 455343.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do IPVA,XGBoost,0.8876743316650391,"96 104688.679688 97 22386.750000 98 37292.132812 99 101482.718750 100 42550.230469 101 26571.537109 102 50065.957031 103 22245.158203 104 34027.062500 105 34027.062500 106 19045.148438 107 105562.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Cota-Parte do ITR,XGBoost,0.7752213478088379,"87 675.968445 88 2658.409424 89 9114.054688 90 9178.760742 91 12937.792969 92 12952.561523 93 13005.502930 94 12954.135742 95 12518.776367 96 12607.136719 97 12759.785156 98 12759.785156 Name: Valor, dtype: float64" Prefeitura Municipal de Guabiju - RS,Transferencias LC 61_1989,XGBoost,0.8338437080383301,"100 3704.273682 101 3491.350830 102 3910.492188 103 4581.330566 104 3638.928467 105 4363.864746 106 4252.652832 107 4285.666016 108 4324.413086 109 9907.341797 110 4446.623535 111 4643.765137 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,IPTU,SARIMAX,0.8309173583984375,"98 40475.515625 99 342875.250000 100 37753.050781 101 107070.750000 102 711212.187500 103 107070.750000 104 87129.484375 105 32270.113281 106 32270.113281 107 54992.875000 108 38011.421875 109 446463.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,ISS,SARIMAX,0.6005654335021973,"108 154469.015625 109 154515.703125 110 154515.703125 111 140515.718750 112 140515.718750 113 140515.718750 114 154515.703125 115 138312.921875 116 140515.718750 117 140515.718750 118 140515.718750 119 153839.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,ITBI,MLP,0.5776877403259277,"108 46582.145206 109 56655.997533 110 58722.779910 111 50840.376814 112 57597.833457 113 52576.791409 114 59003.488336 115 51554.974036 116 49665.441458 117 57638.975597 118 55398.863163 119 50687.515799 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,IRRF,SARIMAX,0.5588297843933105,"108 18787.097656 109 18484.859375 110 25817.705078 111 25817.705078 112 24115.251953 113 304814.437500 114 93685.851562 115 25727.296875 116 93685.859375 117 306430.625000 118 306430.625000 119 306430.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do FPM,HWES,0.897446870803833,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do ICMS,HWES,0.49245691299438477,"108 1296908.25 109 1232662.75 110 1300092.75 111 1397396.00 112 1410417.25 113 1308714.00 114 1397396.00 115 1397304.75 116 1397304.75 117 1401560.50 118 1322385.75 119 1401560.50 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do IPVA,SARIMAX,0.9499082565307617,"108 707607.312500 109 226812.875000 110 226368.500000 111 534859.125000 112 277458.375000 113 274859.343750 114 279285.187500 115 141621.375000 116 175808.734375 117 228235.109375 118 123789.914062 119 708970.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Cota-Parte do ITR,SARIMAX,0.805300235748291,"100 183.936752 101 231.283035 102 315.807648 103 253.586746 104 311.829376 105 118.575897 106 37.333637 107 22.352549 108 9045.297852 109 5413.710938 110 1210.685913 111 950.225891 Name: Valor, dtype: float64" Prefeitura Municipal de Paraí - RS,Transferencias LC 61_1989,HWES,0.6331725120544434,"108 12129.110352 109 10570.531250 110 10038.162109 111 13380.768555 112 11014.969727 113 10766.635742 114 10586.942383 115 11382.025391 116 10911.991211 117 11704.001953 118 13598.315430 119 11010.198242 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,IPTU,MLP,1.2323532104492188,"83 8114.732558 84 9182.471047 85 10068.209656 86 4902.985508 87 -929.742273 88 2553.052649 89 2593.538683 90 2837.730119 91 3091.867796 92 3375.985488 93 3570.610452 94 3741.798598 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,ISS,HWES,1.200655221939087,"108 14306.897461 109 16418.554688 110 15959.835938 111 15825.148438 112 17439.080078 113 17250.394531 114 12445.531250 115 12408.978516 116 13751.643555 117 14482.152344 118 14105.396484 119 14221.754883 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,ITBI,XGBoost,0.7328922748565674,"87 13090.940430 88 13090.940430 89 13090.940430 90 13070.213867 91 13401.851562 92 13090.940430 93 11554.145508 94 13149.649414 95 13059.957031 96 13059.957031 97 13090.940430 98 11783.221680 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,IRRF,XGBoost,1.0861668586730957,"108 59302.179688 109 58194.210938 110 58194.210938 111 58194.210938 112 58194.210938 113 47011.078125 114 33547.390625 115 33547.390625 116 58765.046875 117 33547.390625 118 47011.089844 119 58765.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do FPM,HWES,0.5923507213592529,"108 1429306.625 109 1585687.375 110 1051556.625 111 1185988.000 112 1348342.625 113 1348336.000 114 1053397.125 115 1052747.625 116 1585687.375 117 1052746.875 118 1348342.625 119 1585687.375 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ICMS,HWES,0.5060184001922607,"108 665619.0000 109 678314.8125 110 673552.0625 111 663350.1250 112 669844.1250 113 666946.3750 114 663289.9375 115 663350.1250 116 663350.1250 117 665361.5625 118 654830.8125 119 665361.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do IPVA,MLP,0.8648028373718262,"101 36126.025167 102 14727.928112 103 21713.902202 104 22049.992886 105 16516.978725 106 12418.562718 107 14472.119092 108 12046.325479 109 13310.728987 110 14937.761856 111 15983.495777 112 46471.017039 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Cota-Parte do ITR,XGBoost,1.1795985698699951,"62 846.731689 63 831.683105 64 846.453918 65 855.212891 66 831.683105 67 -57.376228 68 -37.708591 69 846.731689 70 -57.376228 71 846.996826 72 855.212891 73 831.683105 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiro Baixo - RS,Transferencias LC 61_1989,HWES,0.5755043029785156,"108 4070.099854 109 3870.101074 110 3962.355225 111 4436.072266 112 4199.538574 113 4580.885254 114 4495.194336 115 3982.920166 116 3902.894531 117 4207.802734 118 4018.138672 119 4221.674316 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,IPTU,HWES,1.055387020111084,"107 5.716623e+05 108 1.158804e+06 109 5.045035e+04 110 1.608217e+05 111 1.434717e+05 112 1.525777e+05 113 1.219679e+05 114 1.434717e+05 115 1.608183e+05 116 6.580202e+04 117 9.804623e+04 118 3.848311e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,ISS,XGBoost,0.7826094627380371,"108 762534.6875 109 773730.6875 110 757712.0625 111 762735.3125 112 762533.8125 113 765825.5625 114 762533.8125 115 765824.6875 116 765824.6875 117 765825.5625 118 765825.5625 119 765825.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,ITBI,HWES,0.6144723892211914,"108 163222.828125 109 187686.421875 110 170670.765625 111 145611.390625 112 202578.546875 113 124824.351562 114 196941.953125 115 156857.890625 116 159110.515625 117 189429.359375 118 190884.687500 119 164827.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,IRRF,SARIMAX,0.49158692359924316,"108 492305.43750 109 623592.50000 110 623592.50000 111 491465.03125 112 623592.50000 113 623592.50000 114 623592.50000 115 491714.28125 116 623592.50000 117 623592.50000 118 623592.50000 119 623592.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do FPM,AR,0.5650787353515625,"108 2691022.00 109 4418793.50 110 2353428.50 111 2691022.00 112 3027978.50 113 2922207.50 114 3680144.75 115 2353428.50 116 2353429.00 117 2167277.25 118 3027978.50 119 4418793.50 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do ICMS,HWES,0.5351648330688477,"108 2446067.25 109 2298327.75 110 2295733.25 111 2405634.25 112 2458868.75 113 2631871.50 114 2415436.00 115 2418104.75 116 2418104.75 117 2443460.00 118 2418456.25 119 2443460.00 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do IPVA,XGBoost,0.9628515243530273,"108 1.168900e+06 109 4.549407e+05 110 8.498556e+05 111 8.866368e+05 112 8.843788e+05 113 3.078043e+05 114 3.289171e+05 115 1.192620e+05 116 1.124675e+05 117 1.126493e+05 118 8.539128e+04 119 2.618420e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sarandi - RS,Cota-Parte do ITR,HWES,1.0880932807922363,"107 4111.747559 108 14050.355469 109 5157.307129 110 5689.081055 111 5582.426758 112 15304.029297 113 5161.900879 114 6021.569824 115 57354.542969 116 25489.814453 117 15569.951172 118 15569.951172 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,IPTU,SES,1.0732154846191406,"105 40048.152344 106 49993.960938 107 47086.218750 108 49690.125000 109 63390.355469 110 49216.937500 111 60801.707031 112 830416.375000 113 52579.546875 114 95594.601562 115 95594.601562 116 95594.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,ISS,HWES,0.9707341194152832,"108 115641.132812 109 114222.507812 110 368022.937500 111 114222.507812 112 368022.937500 113 115641.132812 114 369576.000000 115 369576.000000 116 141220.125000 117 369576.000000 118 114222.507812 119 368022.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,ITBI,SARIMAX,1.2149384021759033,"107 50506.894531 108 45969.218750 109 53143.417969 110 46593.171875 111 46593.171875 112 52110.753906 113 53143.417969 114 40110.335938 115 43256.253906 116 50222.035156 117 50506.894531 118 53143.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,IRRF,XGBoost,0.5223784446716309,"108 308213.281250 109 191686.046875 110 191686.046875 111 308213.281250 112 308213.281250 113 202982.218750 114 308213.281250 115 308213.281250 116 308213.281250 117 308213.281250 118 308213.281250 119 308213.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do FPM,HWES,0.5444488525390625,"108 1998625.125 109 2524931.500 110 1536136.875 111 1612902.250 112 2165079.250 113 1779663.875 114 2165079.750 115 1536136.875 116 1558703.750 117 1334822.875 118 2165079.250 119 2524931.500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ICMS,HWES,0.5952010154724121,"108 745389.7500 109 590066.8750 110 730579.6250 111 770655.6250 112 794905.2500 113 746734.8125 114 792448.8125 115 794905.2500 116 795986.5625 117 791680.6250 118 742241.5000 119 791680.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do IPVA,XGBoost,1.3079578876495361,"108 586557.375000 109 374281.156250 110 347834.218750 111 586451.937500 112 608560.500000 113 134779.921875 114 134779.921875 115 111990.054688 116 100089.132812 117 65598.710938 118 21802.984375 119 586280.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Cota-Parte do ITR,AR,0.9187939167022705,"101 84.183861 102 31.483828 103 32.675697 104 28.989231 105 176.670624 106 39.095642 107 121.996056 108 452.637207 109 243.294327 110 245.579285 111 100.286934 112 28.989231 Name: Valor, dtype: float64" Prefeitura Municipal de Três Cachoeiras - RS,Transferencias LC 61_1989,XGBoost,0.6406135559082031,"108 6779.562012 109 5187.837891 110 5438.205566 111 5346.025879 112 5511.718750 113 6120.296875 114 6621.961914 115 4927.261230 116 6868.370117 117 4190.874512 118 5845.017578 119 6788.742676 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,IPTU,XGBoost,0.9365208148956299,"100 916.717407 101 916.717407 102 5540.783691 103 5556.762207 104 21248.791016 105 9933.044922 106 9933.044922 107 2150.655029 108 3189.282471 109 1396.648071 110 3823.582520 111 1195.345337 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,ISS,XGBoost,1.2130236625671387,"108 45625.578125 109 44544.359375 110 45494.476562 111 54211.843750 112 45494.476562 113 45613.882812 114 46258.039062 115 45519.761719 116 45649.128906 117 46258.039062 118 45520.269531 119 54211.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,ITBI,MLP,1.2427072525024414,"84 4599.522383 85 4125.847882 86 4504.632150 87 4575.558670 88 4125.774350 89 4381.142197 90 4536.473624 91 4642.291185 92 4846.136598 93 4986.848679 94 4972.845811 95 4977.832510 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,IRRF,XGBoost,1.0220026969909668,"108 75883.898438 109 67233.773438 110 64441.308594 111 65054.285156 112 65054.289062 113 64441.308594 114 88369.656250 115 88369.656250 116 64441.308594 117 65054.285156 118 65054.289062 119 65054.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do FPM,AR,0.50734543800354,"108 1.261310e+06 109 1.893769e+06 110 1.028178e+06 111 1.157627e+06 112 1.261310e+06 113 1.253078e+06 114 1.261310e+06 115 1.028178e+06 116 1.045014e+06 117 1.028211e+06 118 1.261310e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ICMS,HWES,0.6055994033813477,"108 366132.00000 109 312015.31250 110 315171.40625 111 360350.87500 112 380685.93750 113 366458.56250 114 359180.50000 115 357707.96875 116 358084.34375 117 376363.81250 118 358723.46875 119 368244.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do IPVA,SARIMAX,1.4000060558319092,"107 77815.625000 108 77815.625000 109 88950.218750 110 90391.515625 111 47540.085938 112 92177.148438 113 89171.578125 114 89176.429688 115 89027.789062 116 89233.210938 117 89841.273438 118 77815.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Cota-Parte do ITR,XGBoost,0.8620269298553467,"94 141.331329 95 159.226974 96 167.417542 97 146.209412 98 161.242279 99 167.417542 100 90.374969 101 153.509018 102 253.478683 103 169.495316 104 -37.145676 105 -74.431816 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Tereza - RS,Transferencias LC 61_1989,HWES,0.508152961730957,"36 2487.135498 37 2684.417725 38 3021.860596 39 3215.704102 40 3174.526367 41 3215.700684 42 3215.700684 43 3174.557861 44 2939.173828 45 2295.059570 46 3174.526367 47 3340.073486 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,IPTU,SARIMAX,1.203934907913208,"108 3003.393311 109 7343.791992 110 34776.171875 111 63916.632812 112 63856.359375 113 4483.969727 114 5847.025879 115 5847.025879 116 3700.831299 117 5863.404297 118 3198.834961 119 3888.552246 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,ISS,Prophet,1.3287262916564941,"108 -71366.234375 109 -70234.695312 110 -72368.843750 111 -71470.437500 112 -72558.031250 113 -72259.890625 114 -72234.492188 115 -72261.648438 116 -72809.437500 117 -72837.593750 118 -71470.437500 119 -75821.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,ITBI,XGBoost,1.066779613494873,"107 9258.789062 108 9550.430664 109 10162.675781 110 3421.020020 111 9532.985352 112 38929.183594 113 21894.302734 114 15660.805664 115 23525.509766 116 8503.520508 117 5808.311035 118 8503.520508 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,IRRF,XGBoost,1.1994285583496094,"108 65169.191406 109 60585.960938 110 60418.496094 111 60418.496094 112 60418.496094 113 60415.902344 114 60415.902344 115 60418.496094 116 60415.902344 117 60418.496094 118 60418.496094 119 60423.425781 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do FPM,MLP,0.5599164962768555,"108 1.108563e+06 109 1.224750e+06 110 1.083498e+06 111 1.198021e+06 112 1.259347e+06 113 1.222916e+06 114 1.358355e+06 115 1.144989e+06 116 1.160098e+06 117 1.132978e+06 118 1.461302e+06 119 1.403186e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do ICMS,HWES,0.5112874507904053,"108 413650.34375 109 421482.59375 110 410363.34375 111 454223.65625 112 600441.37500 113 531264.50000 114 443849.50000 115 477160.31250 116 472297.18750 117 573619.00000 118 467834.78125 119 573619.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do IPVA,XGBoost,0.9863238334655762,"103 72848.351562 104 45390.996094 105 45391.984375 106 71195.375000 107 31098.367188 108 45392.160156 109 6296.190430 110 -98.837112 111 20447.005859 112 6798.568359 113 7228.852539 114 45236.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Braga - RS,Cota-Parte do ITR,SES,1.1534364223480225,"103 806.312988 104 560.033691 105 833.413635 106 249.636322 107 -4.773721 108 2187.564697 109 44.698246 110 1573.146729 111 2805.206299 112 1164.225952 113 363.498962 114 1718.932251 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,IPTU,SARIMAX,0.8804419040679932,"77 4816.064941 78 12396.679688 79 128170.578125 80 201755.640625 81 137632.437500 82 139925.796875 83 139907.093750 84 140139.687500 85 140139.687500 86 137851.437500 87 137661.093750 88 137851.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,ISS,XGBoost,0.47100353240966797,"96 46930.242188 97 46811.125000 98 45532.148438 99 46811.125000 100 46798.988281 101 46798.988281 102 46811.125000 103 39386.136719 104 46798.988281 105 46798.988281 106 46798.988281 107 46798.988281 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,ITBI,XGBoost,0.7176828384399414,"81 31876.335938 82 28399.519531 83 23965.240234 84 25853.017578 85 26985.169922 86 26801.669922 87 27247.384766 88 25853.017578 89 26761.126953 90 26754.365234 91 26062.544922 92 26048.457031 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,IRRF,Prophet,0.9395132064819336,"96 105391.984375 97 105246.453125 98 105598.445312 99 105596.625000 100 105598.445312 101 105596.625000 102 105598.445312 103 105598.445312 104 105598.445312 105 105598.445312 106 105598.445312 107 105598.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do FPM,SARIMAX,0.5710799694061279,"96 1712904.625 97 1811506.625 98 1164473.875 99 1712904.625 100 1747935.000 101 1712904.625 102 1811506.625 103 1712904.625 104 1478009.500 105 1004092.125 106 1811506.875 107 1811506.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ICMS,HWES,0.44928431510925293,"96 381817.15625 97 424204.84375 98 506483.81250 99 424204.84375 100 506483.81250 101 424467.40625 102 424204.84375 103 442853.46875 104 439055.28125 105 435201.87500 106 423498.06250 107 506717.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do IPVA,MLP,1.2644340991973877,"96 199221.247422 97 67539.322642 98 53094.609001 99 101180.678733 100 95075.040572 101 64039.325176 102 53327.207602 103 54360.524534 104 75405.764606 105 56726.411417 106 60932.312766 107 318057.905497 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Cota-Parte do ITR,SARIMAX,0.7353775501251221,"74 395.273926 75 395.273926 76 529.814392 77 537.199402 78 499.348114 79 477.457001 80 415.700470 81 1500.056396 82 562.201111 83 97.754547 84 -31.676075 85 -44.984402 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Pádua - RS,Transferencias LC 61_1989,XGBoost,1.3164267539978027,"96 4745.070312 97 3922.320801 98 5070.604980 99 4713.972656 100 3924.715820 101 3596.846680 102 3997.415771 103 3919.883789 104 4713.972656 105 3596.846680 106 4917.258301 107 3911.275146 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,IPTU,MLP,1.1216702461242676,"108 6509.565257 109 7652.466102 110 29275.249210 111 45064.603607 112 62606.374016 113 8828.503306 114 7250.841037 115 6509.864916 116 7861.992752 117 11165.458390 118 7448.771644 119 7880.761754 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,ISS,SES,1.3101496696472168,"108 51894.117188 109 51894.117188 110 51894.117188 111 51894.117188 112 51894.117188 113 51894.117188 114 51894.687500 115 51894.117188 116 51894.117188 117 51894.117188 118 51894.117188 119 51894.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,ITBI,SARIMAX,1.0946099758148193,"108 24388.632812 109 64214.460938 110 45261.960938 111 38781.515625 112 39227.597656 113 43035.113281 114 40238.355469 115 38422.066406 116 39227.597656 117 65400.964844 118 64789.085938 119 63888.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,IRRF,AR,1.376854419708252,"108 53246.523438 109 56809.097656 110 56809.097656 111 50387.710938 112 50387.710938 113 50387.710938 114 50387.710938 115 50387.710938 116 50387.710938 117 50387.710938 118 50387.710938 119 100743.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do FPM,AR,0.6016912460327148,"108 1386315.250 109 1893768.875 110 1114815.000 111 1331526.375 112 1386315.250 113 1386303.625 114 1386315.250 115 1114815.000 116 1108581.250 117 1002226.125 118 1386315.250 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ICMS,HWES,0.4573936462402344,"108 805755.6250 109 675173.8125 110 746091.1250 111 821779.1875 112 823648.8750 113 806018.0625 114 821768.5625 115 824871.2500 116 824871.2500 117 823648.8750 118 821768.5625 119 823648.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do IPVA,AR,1.2261481285095215,"108 70093.078125 109 34709.859375 110 34709.859375 111 59632.406250 112 60465.734375 113 20703.328125 114 20604.212891 115 20978.117188 116 10534.546875 117 10496.247070 118 20735.382812 119 69104.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Cota-Parte do ITR,SES,1.7158455848693848,"101 3122.858887 102 11534.928711 103 11532.074219 104 2150.986572 105 2128.999512 106 2153.020996 107 2128.999512 108 2121.398193 109 3101.480713 110 3101.480713 111 3120.281494 112 3120.281494 Name: Valor, dtype: float64" Prefeitura Municipal de Sede Nova - RS,Transferencias LC 61_1989,SARIMAX,0.45049142837524414,"36 6623.843750 37 5634.137207 38 7075.099121 39 7247.243164 40 7212.206055 41 6741.052734 42 6741.052734 43 7076.874023 44 7311.030762 45 6625.169922 46 7075.351074 47 6624.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,IPTU,SARIMAX,0.7530624866485596,"97 5786.197754 98 7635.634277 99 5443.687500 100 6230.785645 101 5815.729980 102 5620.430176 103 5606.564941 104 2450.222168 105 1493.826172 106 3855.152588 107 3047.198242 108 2459.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,ISS,SES,0.7198991775512695,"108 10827.964844 109 10714.046875 110 12034.650391 111 14313.051758 112 15349.403320 113 15893.780273 114 14565.265625 115 15029.503906 116 15081.241211 117 13745.326172 118 15207.542969 119 15335.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,ITBI,MLP,1.2329676151275635,"104 18970.321793 105 19528.704488 106 19552.895085 107 20573.669870 108 21134.802880 109 18206.906802 110 17368.834035 111 18058.870722 112 17386.370140 113 17541.158953 114 18214.082651 115 19277.383481 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,IRRF,SARIMAX,0.769953727722168,"108 108836.000000 109 109783.281250 110 134513.031250 111 108836.000000 112 109787.984375 113 108836.000000 114 108836.000000 115 109783.281250 116 109953.070312 117 108836.000000 118 109953.070312 119 134513.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do FPM,HWES,0.6293296813964844,"108 1243197.250 109 1893970.875 110 1129345.375 111 1157142.500 112 1243399.500 113 1256430.875 114 1243399.500 115 1129345.375 116 1129534.625 117 956957.500 118 1243399.500 119 1893970.875 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do ICMS,HWES,0.5152201652526855,"108 896084.4375 109 890284.6875 110 890402.8750 111 896546.4375 112 904869.2500 113 896084.4375 114 895836.0625 115 904869.2500 116 904869.2500 117 897997.4375 118 896442.2500 119 897997.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do IPVA,SARIMAX,0.9870855808258057,"108 95862.445312 109 35728.894531 110 86498.835938 111 84223.742188 112 58430.175781 113 13699.605469 114 12149.181641 115 12259.022461 116 4672.258301 117 595.585999 118 1497.245605 119 77163.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Cota-Parte do ITR,XGBoost,1.3402767181396484,"95 600.009216 96 600.009216 97 600.009216 98 801.965027 99 656.958679 100 600.009216 101 9380.576172 102 22135.769531 103 32889.027344 104 32106.246094 105 31470.439453 106 31470.076172 Name: Valor, dtype: float64" Prefeitura Municipal de Bozano - RS,Transferencias LC 61_1989,HWES,1.0527255535125732,"108 6162.277832 109 5663.043457 110 5602.923340 111 5404.285645 112 5787.659668 113 5934.004883 114 5945.756348 115 5757.024902 116 5278.676758 117 6009.300781 118 5602.923340 119 5901.649414 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,IPTU,SARIMAX,1.1062111854553223,"96 1.278333e+05 97 1.321815e+05 98 1.923536e+06 99 7.652331e+04 100 1.156616e+05 101 1.156616e+05 102 1.156616e+05 103 1.156616e+05 104 1.156656e+05 105 1.156616e+05 106 1.156656e+05 107 1.156616e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,ISS,Prophet,0.891122579574585,"96 3441823.25 97 3357009.25 98 3271216.25 99 3503537.00 100 3574335.25 101 3614771.50 102 3593869.50 103 3607535.75 104 3593402.75 105 3594115.50 106 3575197.25 107 3349338.75 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,ITBI,XGBoost,1.1869449615478516,"95 68120.812500 96 58544.257812 97 58544.257812 98 28223.949219 99 71682.507812 100 33438.792969 101 25855.031250 102 7874.978027 103 11562.978516 104 25855.031250 105 66563.054688 106 64974.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,IRRF,HWES,0.7061524391174316,"96 3.747744e+05 97 3.602843e+05 98 3.640060e+05 99 1.569982e+06 100 3.640060e+05 101 3.640060e+05 102 3.640060e+05 103 3.640060e+05 104 3.640060e+05 105 3.640060e+05 106 3.640060e+05 107 6.465702e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do FPM,SARIMAX,0.4862220287322998,"96 1556027.625 97 1811358.875 98 1273001.000 99 1556027.625 100 1811506.875 101 1811506.625 102 1811358.875 103 1811506.625 104 1292281.375 105 1292281.375 106 1811506.875 107 1811358.875 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do ICMS,XGBoost,0.4675023555755615,"96 2489250.50 97 2401538.75 98 2401805.00 99 2401538.75 100 2401805.00 101 2401538.75 102 2401538.75 103 2401538.75 104 2401538.75 105 2489250.50 106 2489250.50 107 2401538.75 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do IPVA,XGBoost,0.5202922821044922,"96 264906.781250 97 112061.390625 98 128041.539062 99 264883.718750 100 264906.781250 101 128041.539062 102 67945.718750 103 67090.460938 104 67090.460938 105 40723.449219 106 42154.128906 107 264906.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Cota-Parte do ITR,MLP,1.1030499935150146,"93 106456.861037 94 157625.785479 95 101627.883048 96 120702.123089 97 130176.982789 98 149414.402594 99 250704.465895 100 191472.206847 101 241868.273846 102 729861.973296 103 277038.742615 104 312964.061854 Name: Valor, dtype: float64" Prefeitura Municipal de Candiota - RS,Transferencias LC 61_1989,MLP,0.4257771968841553,"38 14309.520717 39 12395.855347 40 12900.294053 41 13065.835562 42 13153.423715 43 12319.842557 44 12989.180841 45 10695.935637 46 12597.360752 47 11372.470314 48 12284.985128 49 10908.956610 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,IPTU,AR,0.9395825862884521,"107 7113.405762 108 9564.634766 109 42639.167969 110 60372.351562 111 62716.730469 112 129344.117188 113 60005.156250 114 60418.695312 115 59872.835938 116 59749.019531 117 59783.460938 118 59796.550781 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,ISS,HWES,0.7612786293029785,"108 26335.761719 109 24194.574219 110 25152.757812 111 22104.238281 112 24168.228516 113 24148.369141 114 24148.369141 115 25152.757812 116 21346.515625 117 24194.574219 118 24194.574219 119 25152.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,ITBI,Prophet,1.9695935249328613,"106 16775.746094 107 18753.175781 108 17938.408203 109 18040.544922 110 18659.042969 111 16984.392578 112 18499.029297 113 19162.437500 114 17097.527344 115 18549.021484 116 17341.347656 117 18741.728516 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,IRRF,SARIMAX,0.701026439666748,"108 95681.359375 109 95681.359375 110 95003.382812 111 95003.382812 112 94726.796875 113 94726.796875 114 95003.382812 115 95003.382812 116 94726.796875 117 94726.796875 118 94726.796875 119 94988.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do FPM,HWES,0.5728018283843994,"108 1.247115e+06 109 1.894002e+06 110 1.057990e+06 111 1.141274e+06 112 1.247348e+06 113 1.274858e+06 114 1.247562e+06 115 1.057990e+06 116 1.057990e+06 117 9.434868e+05 118 1.247348e+06 119 1.894002e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do ICMS,HWES,0.6031064987182617,"108 957856.7500 109 746407.0000 110 831590.0000 111 984409.6875 112 946237.0000 113 909518.0000 114 924755.0625 115 991289.2500 116 990863.5000 117 996832.5000 118 998791.1250 119 990887.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do IPVA,MLP,0.9139218330383301,"108 92254.364175 109 36135.605272 110 42689.832798 111 61247.372099 112 43606.983656 113 28599.245831 114 23199.783575 115 22203.170761 116 19053.223169 117 21992.683967 118 23948.871721 119 104467.783204 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Cota-Parte do ITR,SES,0.7572133541107178,"81 163.209335 82 258.872620 83 -84.084236 84 233.112259 85 -80.253876 86 -178.290146 87 90.952370 88 90.952370 89 159.514191 90 468.667084 91 -41.596550 92 -38.911839 Name: Valor, dtype: float64" Prefeitura Municipal de Capitão - RS,Transferencias LC 61_1989,HWES,0.6029505729675293,"108 7918.141602 109 8068.031250 110 8903.504883 111 9031.181641 112 8839.564453 113 10180.912109 114 10321.345703 115 8003.253418 116 8013.427734 117 8385.371094 118 10312.453125 119 7948.407227 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,IPTU,SARIMAX,0.9258770942687988,"99 1165.613037 100 44853.585938 101 66003.218750 102 16224.468750 103 16237.942383 104 13802.307617 105 13746.450195 106 14021.437500 107 12926.675781 108 14397.503906 109 13708.376953 110 11452.672852 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,ISS,XGBoost,0.97517991065979,"108 16339.480469 109 17960.701172 110 22156.796875 111 17698.386719 112 17779.716797 113 17779.716797 114 17857.339844 115 17857.339844 116 22156.796875 117 17779.716797 118 17833.330078 119 17779.716797 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,ITBI,AR,1.1809799671173096,"107 7960.370605 108 12789.640625 109 9156.310547 110 14544.156250 111 18107.375000 112 13147.467773 113 13960.994141 114 12536.221680 115 20547.599609 116 8808.194336 117 15683.178711 118 8631.803711 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,IRRF,SARIMAX,0.8136904239654541,"108 59591.226562 109 59292.050781 110 59586.046875 111 59586.046875 112 59586.046875 113 59586.046875 114 59586.046875 115 59493.902344 116 59493.902344 117 59561.597656 118 59561.597656 119 59586.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do FPM,HWES,0.8470010757446289,"108 1.271704e+06 109 1.291585e+06 110 1.054267e+06 111 1.268205e+06 112 1.271704e+06 113 1.268318e+06 114 1.291585e+06 115 1.062814e+06 116 1.054779e+06 117 8.136414e+05 118 1.271704e+06 119 1.291585e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ICMS,SARIMAX,0.8287756443023682,"108 660269.2500 109 628852.5000 110 647850.3125 111 646685.8125 112 646685.8125 113 660269.2500 114 646685.8125 115 646685.8125 116 646685.8125 117 641844.3125 118 660359.5000 119 641844.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do IPVA,SARIMAX,1.056875467300415,"108 63143.171875 109 53088.750000 110 60857.730469 111 63658.054688 112 60857.968750 113 7170.057129 114 7170.057129 115 12255.031250 116 11709.154297 117 8820.910156 118 6773.934082 119 63654.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Cota-Parte do ITR,SARIMAX,0.6802070140838623,"55 34.798538 56 113.213684 57 113.213684 58 122.208359 59 145.457748 60 184.202240 61 154.039764 62 135.646011 63 46.638355 64 41.907074 65 -2.446687 66 -14.501937 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre - RS,Transferencias LC 61_1989,AR,0.5665693283081055,"57 6542.907715 58 5735.876465 59 5460.602051 60 4948.562500 61 5167.952637 62 5017.659180 63 5017.693359 64 5167.952637 65 5219.095215 66 7612.561035 67 5242.017090 68 6599.547852 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,IPTU,HWES,1.2402901649475098,"108 9630.041016 109 11131.475586 110 11216.621094 111 11611.746094 112 105593.773438 113 115631.593750 114 75028.257812 115 89850.710938 116 20692.371094 117 64144.156250 118 16045.034180 119 16401.576172 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,ISS,XGBoost,0.7276127338409424,"108 336608.031250 109 231827.296875 110 251993.390625 111 255025.187500 112 255025.203125 113 252758.062500 114 255025.203125 115 252758.062500 116 255025.187500 117 252758.062500 118 345616.531250 119 252758.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,ITBI,MLP,0.5658326148986816,"108 30270.885055 109 32855.603394 110 32608.748523 111 31369.871199 112 34007.255163 113 33301.951514 114 37502.467979 115 35283.350731 116 34161.689936 117 33570.516583 118 41178.769109 119 39043.343435 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,IRRF,SARIMAX,0.6525843143463135,"108 112800.726562 109 113246.046875 110 228820.062500 111 195379.921875 112 195379.921875 113 195372.453125 114 195379.921875 115 195379.921875 116 195379.921875 117 131410.640625 118 195379.921875 119 228820.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do FPM,HWES,0.6288011074066162,"108 1423735.625 109 1893768.750 110 1132886.375 111 1166518.750 112 1431434.750 113 1426589.750 114 1431412.250 115 1132886.375 116 1132886.375 117 945571.625 118 1431434.750 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do ICMS,HWES,0.5202980041503906,"108 746600.3750 109 679619.6250 110 693538.6875 111 822855.1250 112 888304.8125 113 758061.9375 114 680602.4375 115 808609.8750 116 808609.8750 117 897942.8125 118 746596.8750 119 867539.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do IPVA,XGBoost,0.5124714374542236,"108 157981.593750 109 77960.179688 110 194588.984375 111 155439.765625 112 157986.921875 113 78574.945312 114 46590.222656 115 47055.257812 116 43349.375000 117 24238.015625 118 27777.255859 119 155932.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Cota-Parte do ITR,AR,0.43456292152404785,"58 71007.601562 59 21767.015625 60 357153.656250 61 358298.656250 62 358766.531250 63 358766.531250 64 358766.531250 65 358766.531250 66 377901.687500 67 144095.546875 68 367759.718750 69 367759.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal - RS,Transferencias LC 61_1989,HWES,0.5551371574401855,"108 6846.730469 109 7859.924316 110 7542.558105 111 7677.463379 112 7544.301758 113 7690.421875 114 8341.597656 115 7544.541016 116 7754.893066 117 7415.603516 118 7537.673340 119 7124.999023 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,IPTU,SARIMAX,1.3375580310821533,"105 68298.085938 106 46735.867188 107 147289.078125 108 46735.867188 109 19997.416016 110 65885.242188 111 21274.447266 112 31178.630859 113 30974.726562 114 21561.984375 115 21543.865234 116 31473.736328 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,ISS,XGBoost,0.6599459648132324,"108 73056.882812 109 73057.945312 110 73057.945312 111 72965.804688 112 73079.726562 113 73061.304688 114 73056.882812 115 72965.804688 116 73129.320312 117 73319.539062 118 73222.125000 119 73222.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,ITBI,HWES,1.223172664642334,"108 1026.305664 109 13594.747070 110 4409.331543 111 22933.406250 112 -3707.427490 113 -3809.609375 114 7993.162598 115 8556.267578 116 7959.063477 117 8721.393555 118 14410.508789 119 7180.537109 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,IRRF,SARIMAX,1.011838436126709,"108 74477.031250 109 60578.113281 110 74477.031250 111 74477.031250 112 74477.031250 113 74477.031250 114 60519.687500 115 61785.882812 116 60578.113281 117 74477.031250 118 74477.031250 119 74477.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do FPM,HWES,0.764561653137207,"108 1.276450e+06 109 1.893816e+06 110 -1.150601e+05 111 1.182576e+06 112 1.176436e+06 113 1.285776e+06 114 -1.072344e+05 115 -1.090808e+04 116 1.876763e+06 117 -7.032275e+04 118 1.261046e+06 119 1.876763e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ICMS,HWES,0.49086475372314453,"108 530043.81250 109 460572.68750 110 518395.50000 111 522091.87500 112 598037.37500 113 521692.43750 114 521459.15625 115 570847.18750 116 570373.18750 117 586225.00000 118 530464.25000 119 584163.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do IPVA,XGBoost,0.41646289825439453,"107 240925.953125 108 76862.070312 109 90584.265625 110 94323.171875 111 94323.171875 112 39362.246094 113 24689.800781 114 22485.882812 115 12402.437500 116 15184.938477 117 10561.016602 118 242699.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Cota-Parte do ITR,SARIMAX,0.8889148235321045,"103 394.655945 104 8238.813477 105 8238.276367 106 8199.297852 107 8169.487305 108 8232.558594 109 8238.276367 110 8306.427734 111 4883.172852 112 8803.135742 113 8270.758789 114 8334.370117 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Redondo - RS,Transferencias LC 61_1989,MLP,1.205216407775879,"108 5016.943069 109 4964.801328 110 5067.868704 111 5134.454164 112 5160.270448 113 5212.231479 114 5234.786289 115 5243.774618 116 5303.308329 117 5370.939587 118 5248.031643 119 5327.089891 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,IPTU,SARIMAX,1.054417610168457,"98 4021.264160 99 5387.772461 100 3826.550537 101 4052.982178 102 4350.466309 103 4273.084961 104 4787.208984 105 21493.980469 106 5086.229004 107 4787.208984 108 3992.128174 109 6297.435547 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,ISS,XGBoost,0.7757842540740967,"108 10160.211914 109 9167.833008 110 5552.102051 111 5456.273926 112 25119.474609 113 7879.928223 114 8031.526855 115 7609.078613 116 5670.431641 117 7587.989746 118 6202.425293 119 5480.667969 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,ITBI,SES,1.2147221565246582,"101 21515.330078 102 16937.437500 103 15546.328125 104 15243.075195 105 20051.359375 106 15343.346680 107 11046.336914 108 12816.770508 109 6393.220703 110 6931.293945 111 120.902222 112 6583.263184 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,IRRF,XGBoost,1.173102617263794,"108 63039.269531 109 45700.726562 110 45700.726562 111 63034.472656 112 63034.472656 113 45700.726562 114 45700.726562 115 45700.726562 116 45700.726562 117 46737.347656 118 46737.347656 119 63034.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do FPM,AR,0.6506130695343018,"108 1.234596e+06 109 1.893769e+06 110 1.012227e+06 111 9.468912e+05 112 1.234913e+06 113 9.451454e+05 114 1.893769e+06 115 1.012227e+06 116 1.012644e+06 117 9.565032e+05 118 1.234913e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ICMS,HWES,0.42313098907470703,"108 491519.06250 109 473754.37500 110 454943.46875 111 477861.43750 112 504792.75000 113 494556.21875 114 465978.34375 115 462001.50000 116 477055.59375 117 495887.21875 118 479802.81250 119 492295.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do IPVA,XGBoost,0.9192044734954834,"108 30342.617188 109 24693.326172 110 32276.166016 111 32771.757812 112 41970.324219 113 22362.472656 114 16156.056641 115 23030.914062 116 21710.966797 117 17131.248047 118 16109.652344 119 40533.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Cota-Parte do ITR,XGBoost,1.2455778121948242,"83 6588.676270 84 8075.549316 85 30076.847656 86 33223.781250 87 28616.478516 88 28836.283203 89 28864.447266 90 28864.447266 91 30551.648438 92 27114.375000 93 28315.275391 94 28315.275391 Name: Valor, dtype: float64" Prefeitura Municipal de Jacuizinho - RS,Transferencias LC 61_1989,AR,1.191333293914795,"108 3971.748291 109 5707.975586 110 3981.260254 111 4207.612793 112 4026.699951 113 4189.271973 114 4186.730469 115 4026.699951 116 3947.266602 117 4048.131592 118 3512.498535 119 3720.959961 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,IPTU,SES,1.3836333751678467,"107 4612.519043 108 -1526.760132 109 1607.805786 110 7193.312988 111 8733.762695 112 3885.523438 113 2339.915283 114 -890.508728 115 -515.696167 116 -463.268768 117 -3964.828369 118 -5149.214355 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,ISS,XGBoost,0.8176517486572266,"108 60209.742188 109 24169.582031 110 26660.794922 111 26306.890625 112 32418.123047 113 24169.582031 114 25503.091797 115 26660.794922 116 28515.173828 117 34205.007812 118 39461.222656 119 26382.064453 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,ITBI,MLP,0.5212666988372803,"108 37290.568736 109 41273.724877 110 37337.680581 111 38187.466326 112 37701.325675 113 39206.281131 114 40149.900594 115 48078.577005 116 40904.805792 117 39993.408264 118 54461.143559 119 40117.281467 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,IRRF,SARIMAX,0.9233303070068359,"108 62288.386719 109 62288.386719 110 63195.429688 111 63195.429688 112 52689.738281 113 63195.429688 114 63195.429688 115 63195.429688 116 63195.429688 117 63378.722656 118 63195.429688 119 63195.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do FPM,SARIMAX,0.5366897583007812,"108 1.580114e+06 109 1.893768e+06 110 1.055000e+06 111 1.042391e+06 112 1.580114e+06 113 1.385051e+06 114 1.580114e+06 115 1.055000e+06 116 1.055261e+06 117 9.783991e+05 118 1.893768e+06 119 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.6812012195587158,"108 1.010225e+06 109 9.338840e+05 110 1.011120e+06 111 1.017462e+06 112 1.006229e+06 113 1.009365e+06 114 1.017462e+06 115 1.006229e+06 116 1.006229e+06 117 1.006217e+06 118 1.018215e+06 119 1.006229e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.0571789741516113,"108 77144.640625 109 16473.683594 110 48656.515625 111 52671.281250 112 76882.632812 113 15726.003906 114 18499.900391 115 14975.962891 116 18499.900391 117 14975.962891 118 16304.284180 119 76882.632812 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Cota-Parte do ITR,XGBoost,1.8829944133758545,"107 33765.550781 108 1038.297485 109 1833.784424 110 548.004272 111 759.363220 112 911.760864 113 13495.908203 114 2190.686768 115 33956.968750 116 179871.812500 117 52489.175781 118 52552.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Margarida do Sul - RS,Transferencias LC 61_1989,AR,0.6349337100982666,"102 10062.554688 103 9487.637695 104 8596.972656 105 10178.797852 106 10596.208008 107 10337.485352 108 10383.789062 109 10758.832031 110 10202.896484 111 10828.958984 112 10203.834961 113 9858.496094 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,IPTU,HWES,0.9390108585357666,"107 2.113081e+05 108 2.103825e+05 109 1.103684e+07 110 1.177340e+07 111 1.170748e+07 112 1.173126e+07 113 1.174914e+07 114 1.173126e+07 115 1.175010e+07 116 1.175765e+07 117 1.177825e+07 118 1.177260e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,ISS,SARIMAX,0.6464273929595947,"108 2252515.5 109 2203436.5 110 2775154.0 111 2773333.5 112 2773333.5 113 2775154.0 114 2775154.0 115 2775154.0 116 2775154.0 117 2773333.5 118 2773333.5 119 2775154.0 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,ITBI,MLP,0.45790910720825195,"108 621560.631644 109 630216.471944 110 705144.377524 111 732647.264177 112 761991.582599 113 718482.848414 114 729304.843797 115 718017.019425 116 736952.051026 117 756321.661120 118 828738.362696 119 828856.753887 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,IRRF,SARIMAX,1.0211994647979736,"108 1422657.50 109 1422657.50 110 1422657.50 111 1422657.50 112 1422657.50 113 1422657.50 114 1422657.50 115 1422657.50 116 1422657.50 117 1422657.50 118 1422657.50 119 2333189.75 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do FPM,AR,0.754641056060791,"108 5823553.5 109 8206343.5 110 4405746.0 111 5212101.5 112 5823566.0 113 5830301.5 114 6344976.5 115 4405746.0 116 4405592.5 117 4187696.0 118 5823566.0 119 8206343.5 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ICMS,HWES,0.46429896354675293,"108 9603263.0 109 8263877.5 110 8390610.0 111 8868674.0 112 9023344.0 113 9427104.0 114 9026181.0 115 9026181.0 116 9026181.0 117 9025054.0 118 9096255.0 119 9025054.0 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do IPVA,AR,1.043851613998413,"108 4.106467e+06 109 1.419030e+06 110 2.897672e+06 111 2.972148e+06 112 2.180222e+06 113 1.055233e+06 114 7.772835e+05 115 4.583891e+05 116 3.136650e+05 117 2.892736e+05 118 3.123946e+05 119 3.121324e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Cota-Parte do ITR,XGBoost,1.345522165298462,"108 23236.189453 109 23383.960938 110 22243.628906 111 22228.302734 112 22329.632812 113 21705.857422 114 22503.031250 115 22661.439453 116 21798.205078 117 15909.069336 118 22150.541016 119 21798.205078 Name: Valor, dtype: float64" Prefeitura Municipal de Farroupilha - RS,Transferencias LC 61_1989,AR,0.5656626224517822,"60 76505.476562 61 89838.515625 62 73786.148438 63 64905.687500 64 67382.398438 65 75279.742188 66 64892.855469 67 74538.390625 68 56986.945312 69 71277.828125 70 73626.562500 71 75549.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,IPTU,AR,0.9323275089263916,"108 6890.752930 109 24816.533203 110 73105.226562 111 28450.455078 112 8622.697266 113 12808.514648 114 10114.229492 115 9886.638672 116 9909.385742 117 12002.885742 118 9542.996094 119 8127.274414 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,ISS,SARIMAX,0.92799973487854,"108 49805.734375 109 50078.238281 110 50078.238281 111 50078.238281 112 49740.113281 113 49748.734375 114 50078.238281 115 48378.328125 116 50078.238281 117 50078.238281 118 48031.707031 119 50078.238281 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,ITBI,XGBoost,0.7369272708892822,"99 9071.942383 100 6150.513672 101 13282.682617 102 9137.594727 103 8642.077148 104 7226.099609 105 6689.094727 106 6327.380371 107 12617.872070 108 6153.628906 109 16187.722656 110 9172.038086 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,IRRF,XGBoost,0.4748265743255615,"108 42419.941406 109 60802.562500 110 60802.562500 111 60802.339844 112 60802.339844 113 60802.562500 114 60802.562500 115 80856.031250 116 60989.402344 117 60802.339844 118 80856.031250 119 80856.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do FPM,AR,0.6012732982635498,"108 1.277086e+06 109 1.894600e+06 110 1.095994e+06 111 1.140946e+06 112 1.277832e+06 113 1.297898e+06 114 1.277832e+06 115 1.095994e+06 116 1.096067e+06 117 9.599907e+05 118 1.277832e+06 119 1.894600e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do ICMS,HWES,0.5178978443145752,"108 591848.6875 109 591174.5625 110 590027.3750 111 724887.5000 112 722341.1875 113 748423.6875 114 751060.4375 115 753281.3750 116 752875.5000 117 755743.7500 118 748211.1250 119 752838.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do IPVA,AR,0.6340761184692383,"108 185861.468750 109 97839.164062 110 59016.953125 111 87397.593750 112 87718.179688 113 51184.542969 114 36509.519531 115 30365.611328 116 27025.894531 117 22168.123047 118 18173.062500 119 87162.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Cota-Parte do ITR,XGBoost,0.9959263801574707,"102 14022.636719 103 13469.922852 104 20194.214844 105 20294.103516 106 13528.014648 107 14273.750977 108 19789.828125 109 20378.480469 110 21738.710938 111 53888.964844 112 23169.015625 113 1104.794312 Name: Valor, dtype: float64" Prefeitura Municipal de Tavares - RS,Transferencias LC 61_1989,SES,0.8138394355773926,"108 6416.874023 109 6029.868164 110 6079.813965 111 5332.803223 112 5460.173340 113 5461.284668 114 5704.657227 115 5458.004883 116 5394.357422 117 5360.004883 118 6078.777832 119 6483.987305 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,IPTU,SES,1.0658879280090332,"108 4.360254e+05 109 4.409538e+05 110 4.394395e+05 111 2.354416e+05 112 2.351724e+05 113 1.772571e+06 114 2.285872e+05 115 2.333280e+05 116 2.488324e+05 117 2.285803e+05 118 2.407682e+05 119 2.282710e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,ISS,SES,1.1295175552368164,"108 3.901386e+05 109 3.876447e+05 110 3.876103e+05 111 3.875247e+05 112 4.165275e+05 113 4.075905e+05 114 4.075905e+05 115 3.882130e+05 116 3.930149e+05 117 2.121448e+06 118 4.535895e+05 119 4.692809e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,ITBI,MLP,0.9028267860412598,"108 125417.367078 109 110866.694928 110 131410.116814 111 119245.150795 112 121767.615387 113 112024.513954 114 112922.823411 115 129439.854778 116 110521.111619 117 107852.581026 118 120336.685931 119 119082.603971 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,IRRF,XGBoost,0.9326388835906982,"108 332904.68750 109 333416.96875 110 335988.21875 111 336173.40625 112 335988.21875 113 334146.93750 114 334146.93750 115 334146.93750 116 334146.93750 117 334146.93750 118 531800.87500 119 335988.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do FPM,AR,0.6076557636260986,"108 1981933.875 109 3787537.500 110 1956622.625 111 2290747.250 112 2464461.000 113 2456683.250 114 3787537.500 115 1956622.625 116 1969508.500 117 1848438.625 118 2464461.000 119 3787537.500 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ICMS,HWES,0.47324490547180176,"108 2308865.750 109 2019774.125 110 2012462.500 111 2293946.500 112 2306617.500 113 2165043.750 114 2287646.750 115 2294403.250 116 2294403.250 117 2317984.750 118 2291333.250 119 2317984.750 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do IPVA,AR,0.9797651767730713,"108 961603.625000 109 326547.718750 110 259518.234375 111 863312.000000 112 192546.546875 113 131836.828125 114 59856.527344 115 74969.703125 116 54695.738281 117 35543.601562 118 35702.347656 119 961603.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Cota-Parte do ITR,XGBoost,0.7705674171447754,"101 377.614258 102 1371.477539 103 1413.627441 104 1705.994629 105 1714.301025 106 1714.147949 107 1712.365234 108 1714.671997 109 3744.619385 110 3921.469238 111 379.542603 112 384.045502 Name: Valor, dtype: float64" Prefeitura Municipal de Serafina Corrêa - RS,Transferencias LC 61_1989,HWES,0.462360143661499,"96 18564.716797 97 17210.966797 98 18242.750000 99 15306.499023 100 17287.386719 101 17960.189453 102 15561.374023 103 20267.304688 104 15738.746094 105 19144.791016 106 23283.968750 107 16107.483398 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,IPTU,SARIMAX,1.3055286407470703,"106 42144.585938 107 67925.593750 108 42241.421875 109 6469.917480 110 3815.819824 111 34880.117188 112 35093.695312 113 35129.261719 114 35198.707031 115 35783.347656 116 35281.910156 117 35082.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,ISS,SARIMAX,0.6402122974395752,"108 49886.707031 109 216411.312500 110 216855.890625 111 216855.890625 112 216855.890625 113 49563.652344 114 216855.937500 115 216855.890625 116 216855.890625 117 216855.890625 118 46601.457031 119 216855.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,ITBI,MLP,1.1936860084533691,"107 44416.282398 108 46955.074166 109 46887.870330 110 44447.879328 111 47320.148956 112 51969.741922 113 47334.589935 114 49343.132685 115 48959.365866 116 49494.951315 117 52469.051688 118 60242.306370 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,IRRF,XGBoost,1.0218696594238281,"96 51135.906250 97 102541.789062 98 102538.984375 99 102538.984375 100 102538.984375 101 102538.984375 102 102538.984375 103 102538.984375 104 102538.984375 105 102538.984375 106 102538.984375 107 102538.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do FPM,HWES,0.597327470779419,"108 1.243495e+06 109 1.893837e+06 110 1.076115e+06 111 1.148910e+06 112 1.244163e+06 113 1.288269e+06 114 1.244148e+06 115 1.076115e+06 116 1.076115e+06 117 9.527061e+05 118 1.244163e+06 119 1.893837e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ICMS,XGBoost,0.5282745361328125,"108 618818.7500 109 605733.7500 110 602527.0000 111 609999.4375 112 568861.6875 113 610056.5625 114 610143.4375 115 610139.8125 116 598413.4375 117 594783.3750 118 598451.6875 119 594823.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do IPVA,AR,0.9653449058532715,"108 142936.687500 109 38857.125000 110 38857.125000 111 128208.484375 112 42014.230469 113 23134.281250 114 19230.228516 115 18227.505859 116 14178.151367 117 12451.116211 118 17487.570312 119 247677.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Cota-Parte do ITR,AR,0.8169479370117188,"93 155.308792 94 144.409470 95 167.753769 96 200.921402 97 167.760605 98 145.260742 99 134.410995 100 895.612427 101 3816.846680 102 3872.564209 103 905.598877 104 908.919006 Name: Valor, dtype: float64" Prefeitura Municipal de Presidente Lucena - RS,Transferencias LC 61_1989,HWES,0.6387386322021484,"108 5431.547852 109 4658.694336 110 4074.087891 111 4304.946289 112 5731.797852 113 5110.312988 114 5232.098145 115 4968.916504 116 5089.371094 117 5652.417480 118 4456.163086 119 5460.922363 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,IPTU,SES,1.0682647228240967,"108 6107.531738 109 8897.279297 110 9069.743164 111 26104.169922 112 10161.981445 113 17580.759766 114 40975.449219 115 41755.769531 116 41567.753906 117 8193.140625 118 42276.031250 119 39920.597656 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,ISS,XGBoost,0.4958231449127197,"108 63518.914062 109 65706.656250 110 65815.742188 111 65706.656250 112 67173.851562 113 65706.656250 114 63765.890625 115 65856.835938 116 63765.890625 117 62515.207031 118 65706.656250 119 65706.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,ITBI,XGBoost,1.1556663513183594,"108 9724.991211 109 15054.865234 110 13369.000000 111 11816.826172 112 12141.474609 113 19854.396484 114 14116.172852 115 10311.994141 116 9411.811523 117 18396.349609 118 11880.540039 119 9411.846680 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,IRRF,MLP,1.0912165641784668,"108 37308.236688 109 41353.929858 110 39843.181278 111 42857.434271 112 38906.832206 113 40006.891493 114 41771.449157 115 38382.636315 116 40005.937499 117 41212.536518 118 38553.724181 119 45292.533083 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do FPM,HWES,1.058521032333374,"108 1359350.250 109 1893768.625 110 1080205.375 111 1177376.750 112 1359447.750 113 1304834.500 114 1359379.000 115 1080205.375 116 977026.125 117 977026.125 118 1543438.125 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ICMS,HWES,0.5270817279815674,"108 904512.0625 109 873324.1875 110 884462.0625 111 890855.6250 112 919895.8125 113 904452.1250 114 903800.6250 115 906922.5625 116 906922.5625 117 919895.8125 118 898643.6875 119 903718.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do IPVA,AR,1.0895206928253174,"108 193842.578125 109 54808.781250 110 27541.320312 111 157660.078125 112 29376.312500 113 30417.628906 114 27943.392578 115 29171.314453 116 30560.359375 117 30560.359375 118 29176.578125 119 305047.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Cota-Parte do ITR,XGBoost,0.7925019264221191,"88 214.892395 89 108.628311 90 109.977234 91 109.977234 92 94.166512 93 94.051010 94 218.711868 95 214.892395 96 251.485733 97 75.568893 98 1280.615723 99 1247.220581 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Feliz - RS,Transferencias LC 61_1989,HWES,0.7068188190460205,"108 5366.559570 109 6138.194336 110 5384.902344 111 6725.256348 112 6919.889160 113 6930.434570 114 6933.526855 115 6707.992188 116 6123.047852 117 5716.107422 118 6824.628418 119 6009.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,IPTU,XGBoost,1.1305437088012695,"108 18993.906250 109 18091.861328 110 118735.710938 111 88353.632812 112 7732.438965 113 9741.793945 114 6138.664062 115 3364.396240 116 -1597.200317 117 7861.103027 118 7591.267578 119 833.674438 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,ISS,SARIMAX,0.5538408756256104,"108 130572.296875 109 132645.328125 110 131040.078125 111 130140.773438 112 131040.078125 113 131126.328125 114 130140.773438 115 131126.328125 116 130572.296875 117 131126.328125 118 130140.773438 119 131126.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,ITBI,XGBoost,0.5438845157623291,"108 16415.277344 109 14818.958984 110 9302.898438 111 6041.679688 112 12740.949219 113 4280.788574 114 11164.500000 115 2684.277832 116 7797.789062 117 9887.566406 118 15289.841797 119 4280.788574 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,IRRF,XGBoost,0.9447202682495117,"107 139405.578125 108 147280.265625 109 147280.265625 110 147280.265625 111 146504.015625 112 146538.656250 113 146504.015625 114 147280.265625 115 146538.656250 116 144779.140625 117 146504.062500 118 147280.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do FPM,HWES,0.5521175861358643,"108 1.397936e+06 109 1.894188e+06 110 1.039765e+06 111 1.180783e+06 112 1.398356e+06 113 1.388301e+06 114 1.398356e+06 115 1.039765e+06 116 1.106226e+06 117 1.017490e+06 118 1.398356e+06 119 1.894188e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ICMS,HWES,0.5254592895507812,"108 870087.6875 109 753847.6250 110 751547.0625 111 865669.8750 112 860320.8125 113 866490.9375 114 865669.8750 115 877429.5625 116 865771.6250 117 860320.8125 118 866490.9375 119 860320.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do IPVA,XGBoost,0.9763691425323486,"107 172412.984375 108 122131.796875 109 185963.328125 110 172423.812500 111 119563.648438 112 55841.148438 113 85630.835938 114 14729.921875 115 10584.551758 116 16863.984375 117 10584.551758 118 171260.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Cota-Parte do ITR,AR,1.261122226715088,"75 17042.160156 76 165061.921875 77 169877.687500 78 14705.611328 79 14917.612305 80 167066.671875 81 14706.833008 82 167360.500000 83 221333.078125 84 235425.703125 85 212797.156250 86 15719.933594 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Novo - RS,Transferencias LC 61_1989,XGBoost,0.5832605361938477,"84 7315.418945 85 6304.495117 86 6192.169434 87 7045.144531 88 7171.625977 89 7640.343262 90 7536.413086 91 7076.503906 92 8054.579102 93 8061.787109 94 7484.478516 95 8567.178711 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,IPTU,AR,0.8620972633361816,"107 1.688315e+05 108 4.293924e+05 109 4.282418e+06 110 3.917692e+05 111 3.917698e+05 112 4.977158e+05 113 3.918872e+05 114 6.108365e+05 115 6.049432e+05 116 6.108365e+05 117 6.108365e+05 118 3.918465e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,ISS,MLP,0.5580649375915527,"108 524239.183112 109 492310.580788 110 508131.646523 111 543908.273315 112 508038.062731 113 544641.520033 114 541932.700567 115 537372.326585 116 473067.249081 117 486690.911797 118 491564.711219 119 570703.662348 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,ITBI,MLP,0.6374375820159912,"108 156381.090926 109 153183.916008 110 155027.083235 111 158806.062809 112 154524.915304 113 153259.471075 114 164022.258720 115 173445.249494 116 168580.644846 117 163859.654321 118 184748.858500 119 187198.471012 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,IRRF,XGBoost,0.4999852180480957,"108 550491.1250 109 565293.8125 110 565293.8125 111 565293.8125 112 565293.8125 113 565293.8125 114 565293.8125 115 565293.8125 116 565705.1875 117 565293.8125 118 565293.8125 119 565293.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do FPM,AR,0.531355619430542,"108 2721478.500 109 3787539.750 110 2041077.750 111 2351272.000 112 2578604.000 113 2695854.000 114 2578700.250 115 2041077.750 116 2157283.500 117 2059342.375 118 2578604.000 119 3787539.750 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do ICMS,HWES,0.48829102516174316,"108 3842747.75 109 3346846.50 110 3412871.75 111 3720767.75 112 3699660.50 113 3456370.75 114 3726533.50 115 3708005.50 116 3720767.75 117 3702076.25 118 3813085.00 119 3702076.25 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do IPVA,AR,1.0549094676971436,"108 1.434164e+06 109 3.950447e+05 110 8.564926e+05 111 1.504830e+06 112 1.377866e+06 113 3.286412e+05 114 3.286412e+05 115 1.708900e+05 116 1.001086e+05 117 6.094786e+04 118 3.249204e+04 119 1.340873e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Cota-Parte do ITR,XGBoost,1.3056321144104004,"107 686.790405 108 231.287979 109 259.549255 110 366.585815 111 279.416931 112 232.346298 113 252.202408 114 821.417419 115 4083.743408 116 4675.708008 117 210.532120 118 -73658.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Encantado - RS,Transferencias LC 61_1989,XGBoost,0.791356086730957,"107 23709.443359 108 22130.210938 109 25654.265625 110 21603.267578 111 21880.066406 112 19481.734375 113 19341.181641 114 21121.132812 115 158845.250000 116 26964.662109 117 28632.660156 118 22715.166016 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,IPTU,MLP,1.0073297023773193,"108 1.354513e+07 109 3.525992e+06 110 2.983038e+06 111 2.429485e+06 112 2.589665e+06 113 2.429142e+06 114 2.280879e+06 115 2.440429e+06 116 2.114398e+06 117 2.379741e+06 118 2.260646e+06 119 1.667237e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,ISS,SARIMAX,0.5099120140075684,"108 395924.25000 109 395924.25000 110 395924.25000 111 395924.25000 112 426556.18750 113 395924.25000 114 426558.56250 115 395924.25000 116 426556.18750 117 397556.87500 118 431179.71875 119 399724.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,ITBI,XGBoost,0.5079588890075684,"108 1036384.875 109 1079746.375 110 1099199.250 111 910259.625 112 1075051.375 113 917115.625 114 913499.500 115 1078202.125 116 1045701.125 117 1084010.250 118 935573.625 119 1107745.375 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,IRRF,SARIMAX,0.5553560256958008,"108 354364.43750 109 354369.90625 110 354368.59375 111 354368.59375 112 682806.25000 113 682806.25000 114 395712.46875 115 682806.25000 116 682806.25000 117 682211.81250 118 682211.81250 119 682211.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do FPM,SARIMAX,0.5154612064361572,"107 5465663.50 108 4418821.00 109 5465663.50 110 3861628.50 111 3471779.00 112 4418821.00 113 2361860.25 114 5465663.50 115 4014954.75 116 3963493.00 117 4418844.00 118 5465663.50 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do ICMS,HWES,0.4927031993865967,"108 756501.5625 109 654920.3125 110 647904.1875 111 792870.5000 112 854560.0625 113 808712.1250 114 852230.0000 115 851226.8125 116 809651.5000 117 855690.6250 118 792983.0000 119 855690.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do IPVA,AR,0.9218711853027344,"107 577390.812500 108 518780.718750 109 543562.250000 110 582668.750000 111 579541.312500 112 345923.562500 113 333134.750000 114 237418.046875 115 114321.054688 116 178569.546875 117 112649.117188 118 638120.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Cota-Parte do ITR,HWES,0.5263173580169678,"40 602.067444 41 23.960415 42 489.319122 43 358.947998 44 361.664001 45 66.332657 46 548.791870 47 548.791870 48 129.814651 49 361.661438 50 -126.863281 51 62.563961 Name: Valor, dtype: float64" Prefeitura Municipal de Imbé - RS,Transferencias LC 61_1989,XGBoost,1.7779698371887207,"72 6942.749023 73 6440.424316 74 7026.856934 75 6591.389648 76 6725.208008 77 6813.537598 78 7095.224121 79 7160.678223 80 7383.803711 81 9390.338867 82 7097.756348 83 7241.734863 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,IPTU,AR,1.3125109672546387,"108 4248.902832 109 10979.217773 110 103437.234375 111 4768.986816 112 4507.671875 113 3590.954590 114 4947.921875 115 6044.463867 116 5359.417969 117 4262.657715 118 6044.463867 119 16271.324219 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,ISS,XGBoost,1.2949025630950928,"108 21217.445312 109 19786.466797 110 19471.138672 111 21217.445312 112 19472.015625 113 19472.015625 114 19472.015625 115 21219.882812 116 19472.015625 117 19471.138672 118 19471.138672 119 19471.138672 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,ITBI,MLP,0.9962382316589355,"104 8823.894129 105 8075.874080 106 8523.860908 107 8595.879007 108 9079.905105 109 8684.487464 110 9531.579673 111 9207.444357 112 10404.345326 113 9656.604130 114 9851.976181 115 10559.736815 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,IRRF,XGBoost,1.5051422119140625,"108 54159.339844 109 69554.414062 110 69554.414062 111 69554.414062 112 54159.339844 113 69554.414062 114 69554.414062 115 54159.339844 116 69554.414062 117 54159.339844 118 69554.414062 119 69554.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do FPM,HWES,0.6282789707183838,"108 1.604520e+06 109 1.893769e+06 110 1.265813e+06 111 1.353154e+06 112 1.604520e+06 113 1.604436e+06 114 1.893769e+06 115 1.265813e+06 116 1.265813e+06 117 9.534696e+05 118 1.604520e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ICMS,HWES,0.48801326751708984,"108 320820.71875 109 317481.34375 110 323271.71875 111 380081.62500 112 419510.31250 113 390464.43750 114 401359.96875 115 401359.96875 116 422175.03125 117 415040.81250 118 410375.68750 119 415040.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do IPVA,HWES,1.088951826095581,"108 73264.062500 109 11760.273438 110 25073.798828 111 30344.039062 112 33412.886719 113 11936.606445 114 6268.687988 115 602.392273 116 5578.919434 117 1910.100464 118 563.603943 119 73745.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Queimado - RS,Cota-Parte do ITR,XGBoost,0.8339669704437256,"98 526.469299 99 500.945587 100 8121.961914 101 561.208618 102 613.075806 103 613.075806 104 613.075806 105 199.465851 106 8133.329590 107 8009.547363 108 500.139923 109 36.297264 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,IPTU,SARIMAX,1.463109016418457,"108 10480.036133 109 10110.382812 110 12440.509766 111 67938.828125 112 231834.859375 113 108268.992188 114 121574.726562 115 101780.476562 116 196438.359375 117 109562.109375 118 199842.578125 119 199793.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,ISS,MLP,0.9377336502075195,"108 25825.482791 109 28198.156206 110 27706.282085 111 28141.741574 112 25824.281807 113 29848.070977 114 26114.368761 115 25523.003309 116 29764.383787 117 31226.165666 118 33695.635690 119 29627.453073 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,ITBI,SARIMAX,0.5360982418060303,"108 11917.098633 109 44309.648438 110 9035.903320 111 44309.648438 112 14865.574219 113 51755.363281 114 7590.118652 115 74963.414062 116 26619.101562 117 9292.208008 118 9509.196289 119 10009.298828 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,IRRF,XGBoost,1.480069875717163,"108 181549.187500 109 114215.023438 110 114215.023438 111 114824.210938 112 114215.023438 113 114215.023438 114 114215.023438 115 114215.023438 116 114215.023438 117 114215.023438 118 114215.023438 119 180197.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do FPM,MLP,0.5367307662963867,"108 1.572124e+06 109 1.962948e+06 110 1.552086e+06 111 1.653983e+06 112 1.742845e+06 113 1.495161e+06 114 2.212768e+06 115 1.584769e+06 116 1.606886e+06 117 1.571154e+06 118 1.766517e+06 119 2.241236e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do ICMS,HWES,0.5221385955810547,"108 9.821529e+05 109 9.047863e+05 110 9.321078e+05 111 1.004518e+06 112 9.302673e+05 113 1.034621e+06 114 9.965780e+05 115 1.002927e+06 116 1.004518e+06 117 9.302673e+05 118 1.034621e+06 119 9.302673e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do IPVA,AR,1.015028476715088,"108 106977.312500 109 78272.742188 110 99409.640625 111 106977.312500 112 105465.226562 113 51687.707031 114 37814.363281 115 14038.842773 116 14038.842773 117 7606.496582 118 5872.488281 119 105465.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Redentora - RS,Cota-Parte do ITR,HWES,1.4016392230987549,"107 2416.733398 108 2663.448975 109 2584.385986 110 2214.526123 111 1793.333862 112 13475.596680 113 14003.648438 114 2214.497314 115 22501.691406 116 13214.024414 117 13619.874023 118 1676.791382 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,IPTU,SES,1.0624570846557617,"108 1.369758e+05 109 1.290769e+05 110 1.194074e+05 111 1.194709e+05 112 2.849586e+06 113 2.849341e+06 114 2.849586e+06 115 2.849586e+06 116 2.850632e+06 117 2.850632e+06 118 1.158083e+05 119 1.194074e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,ISS,SARIMAX,0.5416591167449951,"108 693681.6875 109 693681.6875 110 693681.6875 111 696305.0625 112 693681.6875 113 696305.0625 114 696305.0625 115 696305.0625 116 693699.0000 117 693699.0000 118 696305.0625 119 696305.0625 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,ITBI,AR,0.5761170387268066,"108 73535.289062 109 74637.554688 110 62423.125000 111 90127.250000 112 97395.679688 113 87223.351562 114 72167.960938 115 76473.593750 116 61077.238281 117 89798.609375 118 124118.445312 119 64905.144531 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,IRRF,SARIMAX,0.7598371505737305,"108 576989.0000 109 576989.0625 110 576989.0625 111 576989.0625 112 576989.0625 113 576989.0625 114 576989.0625 115 576989.0625 116 576989.0625 117 576989.0625 118 576989.0625 119 579222.6875 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do FPM,HWES,0.5524916648864746,"108 2507030.000 109 3642390.500 110 2463950.250 111 2537249.500 112 2079628.625 113 3642390.500 114 2535185.250 115 2463950.250 116 2464001.000 117 2079898.625 118 2535094.000 119 3642390.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do ICMS,HWES,0.6048886775970459,"108 2458233.00 109 2109622.75 110 2068830.00 111 2168698.00 112 2463281.50 113 2468059.50 114 2403126.75 115 2255541.50 116 2255541.50 117 2542185.25 118 2349529.00 119 2542185.25 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do IPVA,XGBoost,0.9513688087463379,"108 1.216116e+06 109 5.349826e+05 110 5.349826e+05 111 1.250820e+06 112 5.540576e+05 113 2.874565e+05 114 2.549233e+05 115 2.385779e+05 116 2.365346e+05 117 7.800033e+04 118 4.482854e+04 119 1.216116e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Cota-Parte do ITR,MLP,1.0082099437713623,"95 11884.296822 96 11409.147429 97 11203.432622 98 15830.758077 99 12313.331448 100 13731.741552 101 13813.738466 102 34109.469786 103 68464.471315 104 104262.777219 105 35901.410959 106 30842.741889 Name: Valor, dtype: float64" Prefeitura Municipal de São Marcos - RS,Transferencias LC 61_1989,HWES,0.737891435623169,"108 24980.941406 109 20474.300781 110 22558.234375 111 20253.816406 112 20946.470703 113 20145.251953 114 27566.208984 115 19581.152344 116 17197.625000 117 23637.978516 118 22582.093750 119 27834.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,IPTU,SARIMAX,1.4605214595794678,"101 2561.283691 102 6956.885742 103 2434.548096 104 2800.678955 105 83012.046875 106 49533.683594 107 2098.393311 108 6826.940430 109 2080.755371 110 1715.109985 111 5070.133301 112 4817.175781 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,ISS,XGBoost,1.1805462837219238,"108 89937.617188 109 75882.562500 110 75882.562500 111 75882.562500 112 84382.273438 113 75882.562500 114 84381.859375 115 84756.187500 116 75882.562500 117 75882.562500 118 75882.562500 119 75882.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,ITBI,MLP,1.1047117710113525,"99 13169.903827 100 13819.700687 101 14240.024438 102 14685.004133 103 15231.800591 104 15607.641917 105 16033.221518 106 15393.257812 107 14733.126782 108 14284.576788 109 15138.290839 110 15148.966412 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,IRRF,SARIMAX,0.5988068580627441,"108 104237.851562 109 65504.671875 110 104237.851562 111 104237.851562 112 104237.851562 113 104237.851562 114 104237.851562 115 65451.648438 116 104237.851562 117 65451.648438 118 104237.851562 119 104237.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do FPM,HWES,1.1038196086883545,"108 1.279316e+06 109 1.895488e+06 110 1.126835e+06 111 1.149040e+06 112 1.281035e+06 113 1.267135e+06 114 1.283726e+06 115 1.126835e+06 116 1.126960e+06 117 9.485911e+05 118 1.281035e+06 119 1.895488e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ICMS,HWES,0.5145237445831299,"108 560507.00000 109 489515.15625 110 524746.31250 111 611524.75000 112 619451.75000 113 585151.87500 114 611524.75000 115 611699.31250 116 611699.31250 117 611371.37500 118 619451.75000 119 610388.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do IPVA,MLP,0.969367504119873,"106 147903.490324 107 45325.317694 108 81116.230247 109 138366.108291 110 79246.102080 111 41207.806847 112 31058.835779 113 27670.493535 114 27006.386815 115 26141.248736 116 23788.069014 117 139971.208710 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Cota-Parte do ITR,MLP,1.292196273803711,"97 2804.976623 98 2979.133623 99 3360.495118 100 3818.378452 101 4323.284260 102 4796.986042 103 5409.087401 104 6220.508189 105 11336.724158 106 25956.607138 107 7027.380625 108 7557.653770 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Cabrais - RS,Transferencias LC 61_1989,HWES,0.6501669883728027,"108 4917.193848 109 4974.711914 110 4572.013184 111 4687.418457 112 4710.357422 113 4567.981934 114 4467.476074 115 4730.028809 116 4937.866211 117 4830.866699 118 4779.626465 119 4647.184570 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,IPTU,XGBoost,0.8903014659881592,"96 15683.735352 97 -5131.103027 98 16070.148438 99 16070.148438 100 26726.501953 101 30231.330078 102 274080.531250 103 6920.593750 104 6901.997070 105 6598.315918 106 6557.320801 107 43857.925781 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,ISS,XGBoost,0.6690642833709717,"108 31519.304688 109 30711.761719 110 30711.419922 111 30711.761719 112 30711.419922 113 30711.761719 114 30405.791016 115 30405.791016 116 30405.791016 117 31813.462891 118 30763.009766 119 30763.009766 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,ITBI,AR,1.2200915813446045,"107 -638.723572 108 14516.576172 109 3802.376709 110 28919.023438 111 4825.630371 112 16609.152344 113 8449.300781 114 9259.783203 115 14452.566406 116 11077.806641 117 15869.166016 118 9890.824219 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,IRRF,SARIMAX,0.6464581489562988,"108 103272.273438 109 103272.273438 110 103272.273438 111 183236.109375 112 103272.273438 113 103272.273438 114 103272.273438 115 103272.273438 116 103272.273438 117 103272.273438 118 103272.273438 119 183236.109375 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do FPM,MLP,0.5558140277862549,"108 1.264903e+06 109 1.457670e+06 110 1.160376e+06 111 1.233941e+06 112 1.297956e+06 113 1.262075e+06 114 1.402032e+06 115 1.185352e+06 116 1.202226e+06 117 1.175963e+06 118 1.317102e+06 119 1.659724e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ICMS,HWES,0.6516666412353516,"108 818811.1250 109 674987.6250 110 687429.5625 111 831416.0625 112 881550.9375 113 839711.1250 114 831416.0625 115 856316.5000 116 856316.5000 117 807294.8125 118 841872.6250 119 807294.8125 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do IPVA,XGBoost,0.9206216335296631,"108 162092.375000 109 22404.865234 110 32464.480469 111 67268.765625 112 72293.859375 113 13201.657227 114 10006.408203 115 11011.781250 116 4150.657227 117 10347.337891 118 4150.657227 119 162092.375000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Cota-Parte do ITR,XGBoost,0.7098336219787598,"77 156.491501 78 161.271698 79 1680.206543 80 3570.554932 81 4583.647949 82 7404.786621 83 7424.883301 84 7396.232910 85 7395.561035 86 7401.855469 87 7385.979980 88 7391.787109 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Butiá - RS,Transferencias LC 61_1989,MLP,0.5235087871551514,"60 7598.449094 61 7065.371515 62 7248.217897 63 7406.773544 64 7341.645049 65 7467.824650 66 7504.739869 67 7341.173026 68 7407.073265 69 8009.491909 70 7299.089945 71 7565.651448 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,IPTU,SES,0.471174955368042,"106 66123.890625 107 66111.054688 108 68899.695312 109 72303.687500 110 111178.664062 111 111383.664062 112 97209.171875 113 98587.359375 114 98587.359375 115 147121.218750 116 246309.453125 117 138515.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,ISS,SARIMAX,0.6967766284942627,"108 313771.53125 109 314428.12500 110 313771.53125 111 313771.53125 112 304100.87500 113 313771.53125 114 313771.53125 115 314428.12500 116 303769.34375 117 313771.53125 118 314873.90625 119 313771.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,ITBI,AR,0.5518927574157715,"108 52408.710938 109 152792.437500 110 53181.109375 111 64501.675781 112 84667.515625 113 58796.085938 114 83938.015625 115 90727.570312 116 90497.937500 117 44214.121094 118 43557.656250 119 43020.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,IRRF,SARIMAX,0.5790867805480957,"108 335378.03125 109 333400.59375 110 333250.68750 111 335535.18750 112 333250.68750 113 333250.68750 114 335535.18750 115 335799.96875 116 341133.12500 117 335799.96875 118 335799.96875 119 341133.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do FPM,HWES,0.5359890460968018,"108 1697617.000 109 2525039.250 110 1364825.000 111 1526630.000 112 1699135.375 113 1730455.875 114 1699135.375 115 1364825.000 116 1364824.375 117 1341408.375 118 1699135.375 119 2525039.250 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do ICMS,HWES,0.4770619869232178,"108 2340692.50 109 2173568.25 110 2224261.25 111 2388301.50 112 2421848.25 113 2368003.00 114 2361265.50 115 2362915.00 116 2362915.00 117 2363209.00 118 2363209.00 119 2421848.25 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do IPVA,SES,0.5670578479766846,"99 258022.203125 100 272952.531250 101 273020.062500 102 267782.625000 103 272352.562500 104 267832.812500 105 248973.000000 106 262192.250000 107 315691.187500 108 260774.109375 109 264846.531250 110 268561.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Cota-Parte do ITR,XGBoost,0.9239952564239502,"36 66189.375000 37 8073.927734 38 8073.927734 39 8540.947266 40 6162.351562 41 8540.947266 42 8540.947266 43 6162.351562 44 97043.453125 45 993535.937500 46 92336.437500 47 97043.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Mostardas - RS,Transferencias LC 61_1989,SES,0.5278379917144775,"108 20797.267578 109 18117.003906 110 19704.375000 111 22602.193359 112 21382.806641 113 20797.082031 114 20821.271484 115 21858.605469 116 22716.234375 117 21454.707031 118 22442.626953 119 24555.097656 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,IPTU,AR,1.6363980770111084,"105 8968.993164 106 13157.064453 107 12879.037109 108 65232.894531 109 467539.187500 110 61331.804688 111 61121.914062 112 64452.578125 113 5068.468750 114 5256.733398 115 7204.445312 116 5406.411621 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,ISS,AR,0.6147208213806152,"108 173605.687500 109 173625.875000 110 173599.218750 111 173586.500000 112 173605.687500 113 173586.500000 114 173586.500000 115 173910.875000 116 173910.875000 117 173910.875000 118 176659.484375 119 183233.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,ITBI,HWES,0.5927121639251709,"108 46088.785156 109 31777.464844 110 46115.421875 111 46549.492188 112 48425.703125 113 31770.300781 114 36405.394531 115 46202.214844 116 46409.578125 117 43685.988281 118 32049.750000 119 32049.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,IRRF,XGBoost,1.3085072040557861,"107 157075.078125 108 159859.125000 109 159859.125000 110 159859.125000 111 159859.125000 112 159859.125000 113 159859.125000 114 159859.125000 115 159859.125000 116 159859.125000 117 159859.125000 118 159859.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do FPM,HWES,0.5976815223693848,"108 1434735.750 109 1893768.750 110 1434735.750 111 1557362.000 112 1893768.750 113 1887387.250 114 1893768.750 115 1434735.750 116 1434735.750 117 1182268.750 118 1893768.750 119 1893798.875 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ICMS,HWES,0.5677790641784668,"108 9.965569e+05 109 9.996638e+05 110 1.089802e+06 111 1.138974e+06 112 1.138192e+06 113 1.090558e+06 114 1.138974e+06 115 1.155430e+06 116 1.155430e+06 117 1.138974e+06 118 1.138192e+06 119 1.138429e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do IPVA,AR,0.9952924251556396,"108 395086.968750 109 151302.484375 110 224154.375000 111 234130.046875 112 159339.203125 113 60979.851562 114 53151.277344 115 37000.710938 116 39666.273438 117 28446.738281 118 28670.218750 119 394289.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Cota-Parte do ITR,AR,0.8669102191925049,"97 421.073792 98 437.587494 99 273.426666 100 489.833710 101 383.406128 102 446.487183 103 470.378387 104 383.672668 105 3481.685547 106 3481.264648 107 42.035782 108 46.100525 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Buricá - RS,Transferencias LC 61_1989,XGBoost,0.5197558403015137,"60 8240.087891 61 9071.865234 62 9227.295898 63 8285.060547 64 8670.718750 65 8582.320312 66 8478.107422 67 9505.046875 68 9035.941406 69 4618.964844 70 8537.347656 71 4540.972168 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,IPTU,AR,0.9897382259368896,"105 10192.531250 106 12400.393555 107 147069.250000 108 104023.281250 109 40764.542969 110 58587.394531 111 31463.136719 112 97103.617188 113 9700.871094 114 10047.471680 115 19845.927734 116 19845.927734 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,ISS,SARIMAX,0.5859591960906982,"108 47317.742188 109 54518.238281 110 56706.812500 111 47262.058594 112 50637.519531 113 50637.519531 114 54049.449219 115 54518.238281 116 50637.519531 117 55926.644531 118 37358.968750 119 51119.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,ITBI,AR,0.9583580493927002,"108 40572.988281 109 15466.803711 110 10928.419922 111 40572.988281 112 34130.625000 113 24764.595703 114 49743.859375 115 21487.406250 116 18474.685547 117 9416.689453 118 8461.930664 119 8491.102539 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,IRRF,SARIMAX,1.170576572418213,"108 155352.984375 109 91764.695312 110 93222.710938 111 96431.031250 112 96431.031250 113 93222.710938 114 93951.195312 115 91910.648438 116 96431.031250 117 93951.195312 118 96431.031250 119 87071.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do FPM,HWES,0.5884525775909424,"108 1.209252e+06 109 1.893769e+06 110 1.086735e+06 111 1.136709e+06 112 1.209034e+06 113 1.252356e+06 114 1.209035e+06 115 1.086735e+06 116 1.086735e+06 117 9.400014e+05 118 1.209034e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ICMS,HWES,0.5284085273742676,"108 700972.1875 109 557048.5625 110 560619.3750 111 685377.3125 112 780659.8750 113 748265.6250 114 746810.0625 115 769423.3125 116 769423.3125 117 783711.4375 118 748062.3125 119 783711.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do IPVA,AR,0.937330961227417,"108 140674.531250 109 81374.820312 110 107676.664062 111 218640.765625 112 161628.968750 113 65950.062500 114 43666.367188 115 13780.792969 116 39260.156250 117 15338.549805 118 12176.779297 119 142561.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Cota-Parte do ITR,XGBoost,1.5033996105194092,"107 16078.574219 108 8705.975586 109 8672.093750 110 8591.583984 111 8647.464844 112 8654.315430 113 8773.548828 114 8603.087891 115 6112.832520 116 40687.542969 117 10192.611328 118 16188.723633 Name: Valor, dtype: float64" Prefeitura Municipal de Passo do Sobrado - RS,Transferencias LC 61_1989,AR,0.564124345779419,"60 5636.542480 61 6440.932617 62 6175.212891 63 6106.977539 64 6144.344238 65 6274.116211 66 6057.633301 67 6144.344238 68 6138.879883 69 5659.510742 70 6133.071289 71 6033.482910 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,IPTU,HWES,1.6755681037902832,"108 1.142105e+05 109 2.657918e+05 110 1.485838e+06 111 2.477462e+05 112 2.504367e+05 113 2.504367e+05 114 2.472611e+05 115 2.475405e+05 116 2.017872e+05 117 2.472611e+05 118 1.983063e+05 119 2.472611e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,ISS,SARIMAX,0.5413687229156494,"108 259765.921875 109 258479.843750 110 261057.906250 111 248936.796875 112 248936.796875 113 248935.109375 114 248935.109375 115 261063.671875 116 260554.843750 117 258041.656250 118 249097.296875 119 248935.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,ITBI,HWES,0.619166374206543,"108 121147.367188 109 98479.835938 110 99648.960938 111 139781.000000 112 143350.125000 113 56414.421875 114 79754.562500 115 150668.421875 116 117922.343750 117 117951.460938 118 95164.257812 119 143477.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,IRRF,SARIMAX,0.6098592281341553,"108 130863.125000 109 193972.671875 110 129433.500000 111 129355.156250 112 130644.156250 113 129333.437500 114 129333.437500 115 129333.437500 116 129333.437500 117 129333.437500 118 129333.437500 119 206813.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do FPM,HWES,0.8569905757904053,"108 1985401.250 109 3772183.250 110 1962985.750 111 2101468.250 112 2368761.750 113 2421613.000 114 3787514.750 115 1962974.500 116 1993723.875 117 1962659.000 118 2368761.750 119 3787514.750 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do ICMS,SARIMAX,0.5513687133789062,"108 1808337.000 109 1822340.625 110 1830898.500 111 1808337.000 112 1808106.250 113 1812919.875 114 1808337.000 115 1817577.125 116 1817577.125 117 1808106.250 118 1808337.000 119 1808105.625 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do IPVA,SARIMAX,0.8947610855102539,"104 588633.500000 105 248593.859375 106 223985.015625 107 314855.812500 108 314855.812500 109 157869.875000 110 126416.468750 111 47759.277344 112 35220.261719 113 41665.402344 114 26315.810547 115 314855.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Cota-Parte do ITR,XGBoost,1.379042625427246,"107 131098.640625 108 14397.181641 109 19568.628906 110 30886.650391 111 14397.181641 112 31018.990234 113 18020.433594 114 16118.201172 115 30886.650391 116 735492.125000 117 183654.109375 118 153323.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Tapes - RS,Transferencias LC 61_1989,HWES,0.872291088104248,"108 11723.947266 109 10981.806641 110 12003.281250 111 11710.279297 112 12570.263672 113 12092.391602 114 13372.246094 115 12192.758789 116 11895.744141 117 12822.673828 118 11539.492188 119 14100.881836 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,IPTU,SARIMAX,0.9665985107421875,"91 10764.679688 92 107613.242188 93 108378.375000 94 10078.489258 95 15204.210938 96 12262.337891 97 12122.425781 98 12354.924805 99 10084.468750 100 10203.829102 101 8263.070312 102 14452.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,ISS,SES,0.5422878265380859,"92 175124.296875 93 175257.468750 94 175257.468750 95 179072.656250 96 160798.265625 97 179036.734375 98 179072.656250 99 148746.140625 100 178985.296875 101 178985.296875 102 178985.296875 103 181209.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,ITBI,SARIMAX,0.6052553653717041,"92 13561.001953 93 29330.552734 94 31015.210938 95 16646.599609 96 27797.318359 97 50766.609375 98 27549.710938 99 26265.539062 100 27095.548828 101 23256.132812 102 16049.084961 103 15409.271484 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,IRRF,Prophet,0.7297565937042236,"92 62969.054688 93 62704.937500 94 62704.937500 95 62704.937500 96 62969.054688 97 62704.937500 98 62704.937500 99 62969.054688 100 62969.054688 101 62969.054688 102 62704.937500 103 112127.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do FPM,MLP,0.5152297019958496,"92 1.272971e+06 93 1.465911e+06 94 1.169106e+06 95 1.242955e+06 96 1.307267e+06 97 1.271755e+06 98 1.412953e+06 99 1.195767e+06 100 1.213026e+06 101 1.187190e+06 102 1.328663e+06 103 1.671489e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do ICMS,SES,0.5712172985076904,"92 769459.1875 93 749378.8125 94 722522.1875 95 742117.1875 96 742117.5000 97 806501.8125 98 770560.8125 99 742117.1875 100 742117.1875 101 765620.4375 102 766724.8750 103 765673.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do IPVA,AR,0.5433428287506104,"92 141419.062500 93 91606.812500 94 92737.421875 95 132048.718750 96 132446.531250 97 90062.156250 98 64751.441406 99 37078.179688 100 38135.628906 101 37557.457031 102 39237.511719 103 245041.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Cota-Parte do ITR,MLP,0.460737943649292,"59 5934.478167 60 6379.523928 61 7247.626262 62 8255.020457 63 9358.223186 64 10591.852718 65 12046.762030 66 13881.691219 67 27183.258657 68 48180.804000 69 17238.108090 70 18964.372541 Name: Valor, dtype: float64" Prefeitura Municipal de Machadinho - RS,Transferencias LC 61_1989,XGBoost,0.6959550380706787,"92 6126.644531 93 5801.150879 94 6313.850586 95 6568.434570 96 6241.653809 97 5695.941895 98 6241.222656 99 6030.875000 100 5769.737305 101 5429.077637 102 6246.601562 103 6835.922363 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,IPTU,AR,0.7913086414337158,"70 1635.815308 71 1662.856812 72 1685.776489 73 1047.007935 74 984.013184 75 1109.519287 76 2574.450684 77 1520.887207 78 1547.928711 79 25747.835938 80 1680.829102 81 5235.199219 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,ISS,XGBoost,1.3883321285247803,"108 20347.589844 109 10577.405273 110 18005.857422 111 14127.163086 112 14661.189453 113 14127.163086 114 18243.771484 115 17002.388672 116 18306.386719 117 18306.386719 118 18243.771484 119 17186.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,ITBI,XGBoost,1.2157633304595947,"102 11738.798828 103 10512.771484 104 11965.301758 105 11175.735352 106 11641.978516 107 11673.436523 108 10201.082031 109 10779.704102 110 9918.643555 111 10101.481445 112 10094.776367 113 4154.864258 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,IRRF,XGBoost,1.777747631072998,"105 35404.027344 106 35404.027344 107 64217.425781 108 35404.027344 109 35402.152344 110 35404.027344 111 35404.027344 112 35404.027344 113 35402.152344 114 35402.152344 115 35402.152344 116 64217.425781 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do FPM,HWES,0.6293656826019287,"108 1.230029e+06 109 1.889655e+06 110 1.151259e+06 111 1.164721e+06 112 1.608473e+06 113 1.088942e+06 114 1.608473e+06 115 1.151259e+06 116 1.151259e+06 117 9.904368e+05 118 1.608473e+06 119 1.889655e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ICMS,HWES,0.4563314914703369,"108 357047.34375 109 300619.28125 110 339289.81250 111 342810.40625 112 395312.03125 113 363591.71875 114 370883.18750 115 356639.43750 116 355117.53125 117 409095.90625 118 363714.12500 119 391447.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9564809799194336,"105 48451.031250 106 48295.476562 107 45817.515625 108 78922.898438 109 65952.484375 110 43187.664062 111 43189.058594 112 43187.664062 113 43266.847656 114 42674.406250 115 43033.042969 116 65952.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Cota-Parte do ITR,XGBoost,1.2642717361450195,"91 1335.435425 92 2294.786621 93 2211.649902 94 16140.811523 95 17298.798828 96 17440.544922 97 16896.779297 98 18598.353516 99 56763.609375 100 3050.798828 101 17440.544922 102 17440.544922 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanci do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9558224678039551,"60 2728.659668 61 2932.137695 62 2651.973633 63 2728.659668 64 3743.570557 65 3692.391602 66 2730.208252 67 3692.391602 68 2829.684814 69 2596.055664 70 3692.421143 71 3046.769287 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,IPTU,SES,1.267202615737915,"107 42098.589844 108 20490.548828 109 20919.033203 110 20672.025391 111 21056.269531 112 5108.166504 113 11813.130859 114 30595.044922 115 39777.464844 116 35777.894531 117 35737.171875 118 35681.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,ISS,MLP,0.6530957221984863,"108 43794.577810 109 42365.119990 110 46303.392755 111 44057.198632 112 44035.585370 113 45591.930681 114 42793.097068 115 44181.381055 116 45186.848545 117 44339.893539 118 44233.806289 119 44646.973070 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,ITBI,Prophet,0.8888440132141113,"105 8295.198242 106 12486.440430 107 26189.646484 108 14921.755859 109 10265.964844 110 6499.295410 111 17227.765625 112 13857.364258 113 13901.522461 114 23325.904297 115 5939.058105 116 9518.848633 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,IRRF,XGBoost,0.7316951751708984,"108 120596.937500 109 120766.203125 110 121736.265625 111 120766.203125 112 120766.203125 113 121519.093750 114 120824.921875 115 120766.203125 116 120766.203125 117 120766.203125 118 120766.203125 119 121736.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do FPM,HWES,0.6292436122894287,"108 1211463.875 109 1893842.125 110 1086125.625 111 1165675.750 112 1213568.000 113 1255673.375 114 1213568.000 115 1086125.625 116 1087206.750 117 942997.000 118 1213568.000 119 1893842.125 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do ICMS,HWES,0.6174476146697998,"108 2288122.75 109 2172536.00 110 2172012.25 111 2287195.75 112 2293942.25 113 2288122.75 114 2294937.75 115 2294937.75 116 2294937.75 117 2294937.75 118 2279224.50 119 2248780.25 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do IPVA,XGBoost,1.0917549133300781,"108 218127.531250 109 26327.335938 110 68688.226562 111 150114.406250 112 48524.656250 113 17200.025391 114 26327.445312 115 30430.853516 116 13291.454102 117 11842.727539 118 8339.856445 119 218127.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Cota-Parte do ITR,XGBoost,0.7947342395782471,"84 127.730995 85 118.986343 86 2433.143555 87 3086.496338 88 3757.028564 89 2660.187988 90 -76.319031 91 -74.252319 92 -69.926620 93 597.822083 94 3747.349121 95 579.628052 Name: Valor, dtype: float64" Prefeitura Municipal de Westfália - RS,Transferencias LC 61_1989,XGBoost,0.6685993671417236,"108 14370.463867 109 13753.642578 110 15346.060547 111 15228.992188 112 16004.011719 113 14253.933594 114 14319.283203 115 14556.954102 116 15198.476562 117 15205.090820 118 14268.067383 119 14230.459961 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,IPTU,SARIMAX,1.4111618995666504,"89 1011.240479 90 49400.878906 91 109493.812500 92 94950.296875 93 1428.698486 94 1494.541504 95 1427.699829 96 1319.618530 97 2456.414307 98 1428.698486 99 69.684669 100 3153.489258 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,ISS,XGBoost,0.7532839775085449,"108 24175.412109 109 20669.089844 110 24175.267578 111 24160.019531 112 24175.267578 113 24175.412109 114 24160.019531 115 24160.019531 116 24160.019531 117 24170.839844 118 24137.564453 119 24137.419922 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,ITBI,SES,1.1669418811798096,"103 20944.757812 104 20392.744141 105 8860.740234 106 20246.513672 107 19699.939453 108 13809.009766 109 15442.330078 110 19698.541016 111 23112.240234 112 14698.065430 113 13837.568359 114 17972.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,IRRF,XGBoost,1.2363698482513428,"108 49755.328125 109 49340.039062 110 49755.328125 111 49340.039062 112 49340.039062 113 49340.039062 114 49340.039062 115 49340.039062 116 49340.039062 117 49755.328125 118 49340.039062 119 49755.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do FPM,HWES,0.6368513107299805,"108 1.337998e+06 109 1.893952e+06 110 1.078109e+06 111 1.149114e+06 112 1.338182e+06 113 1.253906e+06 114 1.338182e+06 115 1.078109e+06 116 1.078200e+06 117 9.390799e+05 118 1.338182e+06 119 1.893952e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ICMS,HWES,0.5040299892425537,"108 425834.06250 109 417613.81250 110 416896.84375 111 425217.18750 112 388966.12500 113 425933.87500 114 425217.18750 115 427533.71875 116 427533.71875 117 388966.12500 118 425834.06250 119 388966.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do IPVA,XGBoost,0.9582602977752686,"108 114777.054688 109 36116.898438 110 34069.867188 111 65417.191406 112 55709.343750 113 26722.980469 114 26738.730469 115 21275.861328 116 6024.462891 117 8844.015625 118 9077.781250 119 104530.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Cota-Parte do ITR,XGBoost,1.4242429733276367,"72 232.820908 73 224.382004 74 36.288082 75 29.250292 76 24.891462 77 33.566666 78 154.758286 79 106.325562 80 39.910633 81 59.658535 82 78.625748 83 75.558380 Name: Valor, dtype: float64" Prefeitura Municipal de Mariano Moro - RS,Transferencias LC 61_1989,SES,0.7046425342559814,"108 3671.248779 109 3203.933838 110 3814.786133 111 3542.081055 112 3843.447998 113 4432.120605 114 4475.506836 115 4390.317383 116 4150.925293 117 4297.952637 118 4319.012207 119 4449.684082 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,IPTU,AR,1.16819167137146,"102 24830.369141 103 30724.199219 104 29873.222656 105 29973.951172 106 86089.054688 107 125375.312500 108 132911.984375 109 560983.250000 110 311545.062500 111 520396.843750 112 519558.812500 113 548928.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,ISS,XGBoost,0.5039114952087402,"108 93745.203125 109 93645.062500 110 93845.843750 111 94977.273438 112 94252.765625 113 94252.820312 114 94211.906250 115 100114.625000 116 99111.281250 117 99111.281250 118 99111.281250 119 100114.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,ITBI,MLP,0.6835732460021973,"108 64674.903309 109 62619.160611 110 66902.315070 111 72601.203071 112 67599.020849 113 59282.449476 114 71769.341663 115 76786.654228 116 58965.627285 117 72881.014591 118 59732.805120 119 65772.968415 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,IRRF,SARIMAX,0.7970280647277832,"108 163574.093750 109 124345.554688 110 124345.554688 111 124632.148438 112 124345.554688 113 124345.554688 114 101493.867188 115 101392.210938 116 124345.554688 117 124345.554688 118 124345.554688 119 124632.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do FPM,AR,0.644996166229248,"108 1.266362e+06 109 1.893769e+06 110 1.000244e+06 111 1.040613e+06 112 1.274889e+06 113 1.162082e+06 114 1.274889e+06 115 1.000244e+06 116 1.000244e+06 117 9.630917e+05 118 1.274889e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ICMS,HWES,0.6018810272216797,"108 1260825.125 109 1192397.500 110 1195948.250 111 1319390.750 112 1380434.125 113 1266837.875 114 1349915.500 115 1319390.750 116 1319390.750 117 1402546.250 118 1265930.375 119 1402546.250 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do IPVA,SARIMAX,1.788485050201416,"108 284010.156250 109 141254.062500 110 141254.062500 111 434767.968750 112 438790.687500 113 111583.593750 114 140126.656250 115 55199.710938 116 55562.160156 117 26964.656250 118 28055.187500 119 298349.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Cota-Parte do ITR,AR,1.216771125793457,"85 1322.025635 86 1486.196167 87 1137.304932 88 30869.531250 89 1131.665283 90 31253.896484 91 1139.438843 92 30983.126953 93 25533.933594 94 37958.636719 95 30881.714844 96 33574.074219 Name: Valor, dtype: float64" Prefeitura Municipal de Augusto Pestana - RS,Transferencias LC 61_1989,HWES,0.7873802185058594,"108 11583.537109 109 11321.895508 110 10578.387695 111 11448.339844 112 10463.336914 113 10258.821289 114 10528.476562 115 11947.538086 116 9988.764648 117 10618.007812 118 10578.387695 119 10935.279297 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,IPTU,SES,1.305403232574463,"105 9630.772461 106 6764.157715 107 89193.695312 108 6790.308594 109 5029.858887 110 91085.468750 111 3215.141846 112 4141.905762 113 2472.124512 114 7737.714844 115 7737.714844 116 3503.821777 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,ISS,SARIMAX,0.8423342704772949,"108 23097.160156 109 22759.652344 110 21206.673828 111 21730.982422 112 21684.166016 113 22935.435547 114 22935.761719 115 22687.505859 116 22687.505859 117 23007.792969 118 23097.160156 119 22687.505859 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,ITBI,MLP,1.0072448253631592,"106 16191.466315 107 16680.703957 108 17521.138113 109 18273.416423 110 19139.893467 111 19300.516777 112 18463.506259 113 17518.161415 114 17516.411366 115 17970.343595 116 18888.623426 117 19168.245934 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,IRRF,SARIMAX,0.5975253582000732,"108 113516.828125 109 113407.390625 110 113516.828125 111 113516.828125 112 113516.828125 113 113516.828125 114 113516.828125 115 113516.828125 116 113516.828125 117 128608.906250 118 113516.828125 119 128607.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do FPM,HWES,0.5650079250335693,"108 1.271235e+06 109 1.893917e+06 110 1.131030e+06 111 1.148134e+06 112 1.271384e+06 113 1.281712e+06 114 1.271384e+06 115 1.131030e+06 116 1.131031e+06 117 9.693188e+05 118 1.271384e+06 119 1.893917e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ICMS,HWES,0.5121231079101562,"108 862938.8125 109 809086.6250 110 809796.6875 111 868334.4375 112 868713.0625 113 871689.7500 114 862815.1875 115 866941.0625 116 866941.0625 117 868713.0625 118 862938.8125 119 868713.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do IPVA,AR,1.5636355876922607,"108 59649.261719 109 35736.457031 110 65568.695312 111 60655.746094 112 65569.414062 113 38999.718750 114 24189.673828 115 12105.574219 116 14622.954102 117 12363.038086 118 10628.538086 119 67867.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Cota-Parte do ITR,XGBoost,0.7748565673828125,"94 68.778290 95 111.154732 96 46.182430 97 115.542923 98 73.081085 99 71.097496 100 113.358940 101 450.137970 102 395.371521 103 84.892975 104 2.243730 105 -15.184757 Name: Valor, dtype: float64" Prefeitura Municipal de Pinheirinho do Vale - RS,Transferencias LC 61_1989,HWES,0.7321271896362305,"108 6770.839355 109 6414.319336 110 7284.170898 111 7523.046387 112 8313.474609 113 8116.836914 114 7918.052246 115 7249.725098 116 7725.449707 117 7450.455566 118 7293.324707 119 7425.367676 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,IPTU,SARIMAX,0.9070158004760742,"98 9656.783203 99 11328.881836 100 135340.593750 101 225214.546875 102 225214.546875 103 178782.093750 104 172820.250000 105 143526.156250 106 140192.093750 107 141983.828125 108 143526.156250 109 141360.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,ISS,XGBoost,0.7522504329681396,"108 115738.140625 109 111338.187500 110 115738.140625 111 117613.453125 112 117050.679688 113 120839.601562 114 117050.679688 115 120637.312500 116 117050.679688 117 111531.476562 118 111772.351562 119 111772.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,ITBI,XGBoost,0.7296268939971924,"108 4413.847168 109 10931.435547 110 4154.891602 111 11698.016602 112 11315.190430 113 8344.307617 114 8774.589844 115 4546.583496 116 15097.935547 117 9181.537109 118 11680.650391 119 11609.969727 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,IRRF,SARIMAX,0.626051664352417,"108 98575.281250 109 67854.437500 110 74176.539062 111 98575.281250 112 98575.281250 113 98575.281250 114 98575.281250 115 98575.281250 116 98575.281250 117 98575.281250 118 100811.460938 119 98575.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do FPM,HWES,0.583681583404541,"108 1261691.875 109 1888029.375 110 1072351.000 111 1143503.750 112 1267727.500 113 1246362.875 114 1267727.500 115 1072351.000 116 1081799.250 117 941307.125 118 1267727.500 119 1888029.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ICMS,HWES,0.4702448844909668,"108 560870.8750 109 539781.5000 110 559541.8750 111 569929.8750 112 587016.5625 113 556944.4375 114 569176.4375 115 569929.8750 116 569929.8750 117 569929.8750 118 587016.5625 119 564604.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do IPVA,AR,1.0014891624450684,"108 122907.500000 109 39709.277344 110 106480.015625 111 126712.890625 112 58048.843750 113 23379.761719 114 20337.767578 115 22964.156250 116 37426.425781 117 13946.512695 118 14080.148438 119 105621.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Cota-Parte do ITR,MLP,1.1408848762512207,"76 5144.021691 77 3133.254837 78 4250.146135 79 4832.958278 80 5491.543395 81 5955.649712 82 6756.941742 83 7682.817017 84 8199.352237 85 5771.476107 86 7084.905292 87 8110.787650 Name: Valor, dtype: float64" Prefeitura Municipal de Tio Hugo - RS,Transferencias LC 61_1989,SARIMAX,0.5206327438354492,"48 4886.878418 49 4615.897461 50 4387.522461 51 4535.750488 52 4387.483398 53 4501.846191 54 4502.100098 55 4387.524902 56 4375.216309 57 4501.035156 58 4501.793945 59 4500.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,IPTU,SARIMAX,1.1093072891235352,"96 5349.792480 97 4705.488770 98 5761.374023 99 5832.569824 100 8986.310547 101 64881.609375 102 93441.617188 103 182260.984375 104 23158.802734 105 10700.946289 106 9034.140625 107 10745.151367 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,ISS,XGBoost,0.8604006767272949,"96 30252.439453 97 31860.816406 98 31067.751953 99 31860.816406 100 31860.816406 101 31067.751953 102 28855.896484 103 31067.751953 104 31860.816406 105 31860.816406 106 31067.751953 107 31823.167969 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,ITBI,XGBoost,1.1181492805480957,"96 32545.777344 97 30068.025391 98 28769.537109 99 30068.025391 100 29218.265625 101 21588.525391 102 24465.044922 103 24298.476562 104 27712.794922 105 28316.992188 106 28893.410156 107 28806.783203 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,IRRF,Prophet,0.508185863494873,"96 125322.265625 97 124886.359375 98 125379.539062 99 125322.265625 100 125379.539062 101 121030.867188 102 125379.539062 103 125379.539062 104 125322.265625 105 121431.023438 106 125379.539062 107 125379.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do FPM,SARIMAX,0.4966399669647217,"96 1161143.750 97 1411097.750 98 1072420.250 99 1161143.750 100 1411097.750 101 1247741.375 102 1159412.000 103 1247741.375 104 1072420.250 105 1159412.000 106 1411097.750 107 1411097.750 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do ICMS,XGBoost,0.5288918018341064,"96 467391.65625 97 495555.37500 98 484605.40625 99 493716.46875 100 504140.65625 101 493716.21875 102 493716.21875 103 495555.12500 104 493716.21875 105 483790.00000 106 479792.68750 107 484605.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do IPVA,AR,0.9292879104614258,"96 199547.078125 97 33208.878906 98 41507.433594 99 198815.765625 100 41507.433594 101 24061.050781 102 19277.355469 103 19277.355469 104 18752.570312 105 19184.554688 106 17936.910156 107 199547.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Alecrim - RS,Cota-Parte do ITR,SARIMAX,0.8417532444000244,"92 -6.333507 93 -6.021636 94 245.503677 95 9.750100 96 34.103916 97 11.199924 98 28.930738 99 231.817001 100 3166.474609 101 5274.916992 102 11.656140 103 245.606461 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,IPTU,HWES,1.3540990352630615,"108 13938.969727 109 20006.613281 110 48207.765625 111 181582.390625 112 17365.960938 113 12690.045898 114 18324.541016 115 12642.121094 116 19766.250000 117 14874.106445 118 15657.409180 119 15917.095703 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,ISS,MLP,1.5943207740783691,"108 25421.103801 109 27419.242701 110 26877.250737 111 26330.494126 112 27382.011201 113 26503.684369 114 26281.429971 115 28310.407347 116 26379.785056 117 29253.358114 118 26241.928569 119 28969.598181 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,ITBI,AR,1.2968389987945557,"104 5590.314941 105 5432.303711 106 2797.811035 107 3506.794678 108 4284.983887 109 3528.350586 110 2700.990967 111 7689.805176 112 2293.486572 113 6527.985352 114 1986.298706 115 3442.998535 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,IRRF,SARIMAX,0.5305800437927246,"108 104143.484375 109 54413.949219 110 85198.023438 111 104143.484375 112 114215.445312 113 54413.949219 114 83856.742188 115 114211.484375 116 104143.484375 117 114211.484375 118 78663.851562 119 114211.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do FPM,HWES,0.8886523246765137,"108 1318510.750 109 1894115.875 110 1094555.125 111 1195331.250 112 1381125.750 113 1330950.375 114 1381125.750 115 1094555.125 116 1093249.750 117 970170.625 118 1381125.750 119 1894115.875 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ICMS,HWES,0.5287132263183594,"108 539824.37500 109 454261.90625 110 542998.62500 111 588073.06250 112 596992.25000 113 529491.50000 114 533920.68750 115 585001.62500 116 609704.87500 117 634819.62500 118 544828.37500 119 633798.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do IPVA,XGBoost,0.9838902950286865,"108 125557.617188 109 37714.503906 110 45866.074219 111 132729.625000 112 46277.640625 113 37708.468750 114 26396.939453 115 18143.085938 116 7046.430664 117 6162.614258 118 8594.567383 119 157330.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Cota-Parte do ITR,XGBoost,0.6751196384429932,"80 67.878487 81 154.637665 82 213.336731 83 75.081779 84 287.646790 85 158.629913 86 396.403931 87 427.700073 88 447.936371 89 141.593765 90 88.403564 91 78.523071 Name: Valor, dtype: float64" Prefeitura Municipal de Barra Funda - RS,Transferencias LC 61_1989,XGBoost,0.9059503078460693,"96 4315.408203 97 4798.071289 98 4593.605957 99 4013.266113 100 3902.200928 101 4464.592773 102 4016.989258 103 4323.100586 104 4027.748535 105 3994.091064 106 4707.517090 107 3831.275635 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,IPTU,XGBoost,1.202284336090088,"101 12067.059570 102 11363.752930 103 11536.867188 104 12219.315430 105 11455.819336 106 11429.135742 107 12169.209961 108 12169.209961 109 137126.562500 110 102275.726562 111 52337.132812 112 53952.082031 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,ISS,XGBoost,0.6513662338256836,"108 164500.593750 109 164500.593750 110 168409.234375 111 168409.234375 112 168409.234375 113 168409.234375 114 166582.281250 115 162357.421875 116 167182.687500 117 162357.421875 118 168409.234375 119 162357.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,ITBI,SARIMAX,0.926335334777832,"106 12335.698242 107 12180.882812 108 15590.198242 109 10709.779297 110 11054.492188 111 18282.126953 112 18148.906250 113 10459.697266 114 11840.207031 115 10195.502930 116 8624.500000 117 8755.775391 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,IRRF,XGBoost,0.4943714141845703,"108 5049.909180 109 230243.656250 110 230243.656250 111 154641.625000 112 149695.203125 113 154641.625000 114 154641.625000 115 149695.203125 116 149695.203125 117 149695.203125 118 148845.484375 119 400679.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do FPM,AR,0.6664199829101562,"108 1336444.375 109 2525025.000 110 1303955.125 111 1421105.750 112 1503422.000 113 1535684.375 114 2524870.750 115 1303955.125 116 1336351.000 117 1272463.250 118 1503422.000 119 2524870.750 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ICMS,MLP,1.2175650596618652,"108 700685.840448 109 654026.056869 110 733084.821760 111 768064.657480 112 772515.056162 113 702848.828142 114 724765.863194 115 745041.250600 116 743547.130364 117 801005.550327 118 712756.912099 119 812623.189913 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do IPVA,AR,1.394831657409668,"106 281614.312500 107 281614.312500 108 218863.562500 109 129037.242188 110 129037.242188 111 221024.968750 112 221214.218750 113 221260.109375 114 221207.203125 115 221210.234375 116 221259.859375 117 281372.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Cota-Parte do ITR,XGBoost,0.6680307388305664,"67 1613.405884 68 1613.405884 69 4842.327148 70 6036.234863 71 6124.564941 72 6136.322754 73 6124.564941 74 5609.737305 75 6125.637695 76 6122.275391 77 6124.564941 78 6124.564941 Name: Valor, dtype: float64" Prefeitura Municipal de Vale do Sol - RS,Transferencias LC 61_1989,SES,0.8041098117828369,"108 7049.371094 109 9495.260742 110 7380.459473 111 8004.231445 112 7290.375000 113 7518.709473 114 7632.453613 115 7146.563477 116 7681.439453 117 6893.534180 118 7380.271484 119 7793.276367 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,IPTU,HWES,0.9709181785583496,"96 14044.186523 97 2557.814209 98 2525.468750 99 2846.081055 100 20191.066406 101 49745.347656 102 15168.645508 103 3760.937988 104 4531.628906 105 4694.228027 106 4694.228027 107 16069.180664 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,ISS,XGBoost,0.7238094806671143,"108 54147.460938 109 54147.460938 110 54609.328125 111 54609.328125 112 54180.933594 113 54609.328125 114 54180.867188 115 54180.867188 116 54180.933594 117 54609.328125 118 54609.328125 119 54609.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,ITBI,Prophet,1.2847330570220947,"108 18802.566406 109 36690.296875 110 16067.473633 111 18117.617188 112 36690.292969 113 18117.298828 114 37270.207031 115 37270.207031 116 15808.708008 117 38063.464844 118 14814.544922 119 15645.612305 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,IRRF,XGBoost,1.1557118892669678,"108 118133.335938 109 118107.164062 110 118133.335938 111 118133.335938 112 118107.164062 113 118133.335938 114 118107.140625 115 118107.164062 116 118107.164062 117 118107.164062 118 118133.335938 119 118133.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do FPM,MLP,0.6160163879394531,"108 1.100340e+06 109 1.255287e+06 110 1.024379e+06 111 1.085736e+06 112 1.255300e+06 113 1.218460e+06 114 1.354656e+06 115 1.139693e+06 116 1.154670e+06 117 1.127120e+06 118 1.264292e+06 119 1.599637e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ICMS,HWES,0.4766969680786133,"108 849817.1875 109 848382.3750 110 851008.3750 111 847425.4375 112 869967.0000 113 871618.1875 114 876853.0000 115 865640.2500 116 868360.1875 117 869967.0000 118 871618.1875 119 869967.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do IPVA,AR,1.0267713069915771,"107 114900.179688 108 55691.695312 109 118943.054688 110 108692.625000 111 108692.625000 112 24569.203125 113 25883.599609 114 8660.402344 115 9137.307617 116 13515.971680 117 8162.730469 118 81433.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Tiradentes do Sul - RS,Cota-Parte do ITR,XGBoost,0.76971435546875,"99 12.937501 100 -0.211543 101 -19.337078 102 -1.976145 103 9.354351 104 -1.926106 105 299.681122 106 1057.456177 107 1706.600708 108 2210.723389 109 -13.970018 110 1.842224 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,IPTU,HWES,0.8240869045257568,"53 1866.563110 54 18173.636719 55 7227.743652 56 29968.275391 57 68053.179688 58 67803.210938 59 67239.937500 60 4630.892090 61 5027.091797 62 5028.933594 63 5029.155273 64 7278.052246 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,ISS,MLP,0.8026046752929688,"108 11200.747890 109 10719.554796 110 11564.685408 111 12050.242318 112 11499.741547 113 11628.727537 114 11191.914969 115 12634.325888 116 12820.897853 117 11040.936765 118 11581.813288 119 13360.765672 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,ITBI,SES,0.6606299877166748,"96 1372.730835 97 1721.753784 98 2366.739990 99 2732.274170 100 3285.223877 101 2404.769043 102 2753.404297 103 1088.149048 104 5650.457520 105 4876.240723 106 2882.124268 107 2357.024658 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,IRRF,XGBoost,1.1172702312469482,"98 30939.570312 99 43513.738281 100 43371.250000 101 43371.250000 102 40705.800781 103 43371.250000 104 43371.250000 105 43371.250000 106 40722.675781 107 43371.250000 108 43371.250000 109 43371.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do FPM,HWES,0.5828814506530762,"108 1248776.625 109 1887964.750 110 1061715.000 111 1172621.875 112 1248846.625 113 1285457.750 114 1248846.625 115 1061715.000 116 1061715.000 117 965745.625 118 1248846.625 119 1887964.750 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do ICMS,HWES,0.5379905700683594,"108 424713.37500 109 361773.68750 110 399641.12500 111 439221.06250 112 461611.81250 113 449772.84375 114 423318.75000 115 456212.18750 116 456212.18750 117 461611.81250 118 449487.84375 119 461611.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do IPVA,SES,0.9634482860565186,"100 53016.886719 101 27735.773438 102 27686.328125 103 40491.230469 104 40491.230469 105 27676.994141 106 35165.121094 107 26169.857422 108 16499.695312 109 19277.785156 110 32587.013672 111 37013.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Cota-Parte do ITR,SES,0.6993391513824463,"81 229.803009 82 990.751709 83 2767.053955 84 4300.305176 85 -124.445259 86 74.995171 87 -80.054886 88 184.589813 89 238.846237 90 1218.030029 91 2760.742432 92 3536.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Muliterno - RS,Transferencias LC 61_1989,XGBoost,0.5686917304992676,"60 3198.475098 61 3144.583496 62 3105.781982 63 3198.475098 64 3260.862061 65 3260.862061 66 3273.611328 67 3260.862061 68 3178.025146 69 3111.069092 70 3260.862061 71 3275.182861 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,IPTU,SES,1.3680274486541748,"107 36657.578125 108 17836.453125 109 19166.492188 110 36231.886719 111 75362.039062 112 73694.773438 113 73343.476562 114 73347.742188 115 73690.507812 116 74123.875000 117 17410.765625 118 17957.408203 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,ISS,MLP,0.9685420989990234,"108 31862.851528 109 29656.594688 110 25334.047147 111 27125.055725 112 26050.167874 113 26885.763224 114 28350.966844 115 28057.748682 116 30501.758323 117 31882.025930 118 30716.405964 119 31068.317495 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,ITBI,XGBoost,1.305497169494629,"101 14942.119141 102 12589.586914 103 8517.511719 104 8339.866211 105 9129.089844 106 12981.658203 107 7489.734375 108 13647.045898 109 14920.253906 110 13672.056641 111 8633.998047 112 12589.586914 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,IRRF,XGBoost,0.5438272953033447,"107 124565.570312 108 97916.875000 109 124565.601562 110 124565.601562 111 124565.570312 112 124565.570312 113 124565.570312 114 124565.570312 115 124565.601562 116 124565.601562 117 124565.601562 118 124565.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do FPM,HWES,0.5852999687194824,"108 1.243738e+06 109 1.893769e+06 110 1.009316e+06 111 1.090171e+06 112 1.243738e+06 113 1.249827e+06 114 1.243738e+06 115 1.009316e+06 116 1.249827e+06 117 9.415208e+05 118 1.243738e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ICMS,HWES,0.7202029228210449,"108 316132.96875 109 282451.62500 110 318180.00000 111 344460.84375 112 347153.03125 113 321938.25000 114 344185.25000 115 369495.71875 116 369495.62500 117 369495.71875 118 336252.12500 119 366593.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do IPVA,SARIMAX,1.0321931838989258,"108 135307.265625 109 142317.765625 110 74960.328125 111 142733.437500 112 56909.390625 113 22258.666016 114 18845.128906 115 21812.041016 116 15675.414062 117 9142.631836 118 10016.629883 119 115880.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Cota-Parte do ITR,XGBoost,1.2417831420898438,"95 53.019337 96 226.259171 97 552.447998 98 445.051971 99 225.536804 100 225.536804 101 288.758698 102 -250.749863 103 53.019337 104 46.286411 105 -333.144653 106 101.391777 Name: Valor, dtype: float64" Prefeitura Municipal de Silveira Martins - RS,Transferencias LC 61_1989,XGBoost,0.848442792892456,"108 2753.521973 109 3404.469238 110 2905.535889 111 3108.049072 112 2952.327148 113 2552.746338 114 2780.103516 115 2547.681885 116 3141.983643 117 2832.330811 118 2948.919189 119 3199.311279 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,IPTU,MLP,1.1102969646453857,"106 56562.309207 107 48346.896550 108 58573.170390 109 55398.104918 110 58897.829592 111 58439.766793 112 64594.905764 113 211026.242765 114 181786.320695 115 99671.903674 116 103202.794173 117 93677.208432 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,ISS,XGBoost,0.8097295761108398,"108 49060.386719 109 34213.738281 110 54947.207031 111 34194.281250 112 48600.257812 113 53647.281250 114 51878.933594 115 53041.902344 116 41689.613281 117 41689.613281 118 41494.218750 119 39361.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,ITBI,Prophet,1.1962521076202393,"103 31430.023438 104 41639.546875 105 35269.929688 106 18403.683594 107 19549.427734 108 29364.751953 109 39558.867188 110 30516.732422 111 21768.460938 112 20047.050781 113 24449.339844 114 22321.240234 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,IRRF,SARIMAX,0.5281157493591309,"108 133333.406250 109 132545.187500 110 128181.187500 111 150276.406250 112 125537.210938 113 125537.210938 114 128181.187500 115 125537.210938 116 125537.210938 117 125537.210938 118 128181.187500 119 150276.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do FPM,HWES,0.8607592582702637,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ICMS,AR,0.46332764625549316,"108 418269.40625 109 429298.87500 110 418965.75000 111 404991.75000 112 502501.21875 113 418109.53125 114 421560.62500 115 422904.31250 116 422904.31250 117 499799.31250 118 422865.09375 119 495791.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9017682075500488,"108 158900.015625 109 58600.539062 110 49375.984375 111 95656.820312 112 47877.292969 113 16079.320312 114 15930.787109 115 19141.744141 116 17291.023438 117 16178.265625 118 13583.611328 119 102688.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Cota-Parte do ITR,SARIMAX,0.7505674362182617,"89 50.813061 90 16.964283 91 19.415823 92 30.156878 93 120.786194 94 22.352787 95 40.939709 96 514.606384 97 2047.872070 98 2047.493652 99 805.823669 100 -166.642975 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Belo do Sul - RS,Transferencias LC 61_1989,SES,0.7001776695251465,"108 3438.183105 109 3432.381104 110 3723.615479 111 3752.959229 112 3856.111084 113 3745.652344 114 4061.582275 115 3733.098145 116 3792.078369 117 2910.108643 118 3257.831543 119 4009.248047 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,IPTU,MLP,1.1668105125427246,"73 6200.841546 74 7106.371553 75 7729.925860 76 8339.182314 77 7396.259917 78 3158.205452 79 4225.577857 80 4681.671015 81 4906.393919 82 5506.440423 83 6235.085854 84 6877.106588 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,ISS,XGBoost,0.5257165431976318,"108 24721.667969 109 24675.675781 110 24716.189453 111 27112.611328 112 36096.414062 113 36142.398438 114 36327.714844 115 35927.281250 116 34867.527344 117 36307.484375 118 34867.527344 119 36044.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,ITBI,AR,0.744051456451416,"92 8358.945312 93 10828.293945 94 10197.505859 95 10121.500977 96 2259.990479 97 10136.171875 98 13514.427734 99 3532.872314 100 3339.445068 101 4056.603516 102 2323.707031 103 4133.840332 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,IRRF,SARIMAX,1.1739919185638428,"108 55045.429688 109 49246.312500 110 49246.312500 111 55045.429688 112 55045.429688 113 49246.312500 114 55045.429688 115 49246.312500 116 55820.769531 117 84918.820312 118 55045.429688 119 84918.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do FPM,HWES,0.7053682804107666,"108 1236073.000 109 1893850.750 110 1034993.500 111 1162846.750 112 1228582.750 113 1301882.125 114 1224090.250 115 1034993.500 116 1034993.500 117 972375.000 118 1228582.750 119 1893850.750 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ICMS,HWES,0.4865295886993408,"108 440599.50000 109 406947.90625 110 403448.62500 111 455275.78125 112 474285.56250 113 468590.81250 114 453604.12500 115 473445.93750 116 473445.93750 117 448619.18750 118 468919.81250 119 448619.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do IPVA,HWES,1.015352487564087,"107 77749.500000 108 18348.998047 109 11020.875000 110 28002.630859 111 11644.726562 112 19655.089844 113 19791.019531 114 3615.397461 115 2280.162598 116 4004.861328 117 8915.944336 118 88441.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Cota-Parte do ITR,XGBoost,0.7459461688995361,"79 174.860413 80 1353.333496 81 472.080322 82 2618.335449 83 4084.624023 84 4039.010742 85 4039.010742 86 4116.894043 87 4228.939453 88 4224.285645 89 4116.894043 90 4103.951660 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Pilar - RS,Transferencias LC 61_1989,SES,0.6796712875366211,"108 3418.248535 109 3748.416992 110 3644.642578 111 3943.188965 112 3796.136475 113 3896.317383 114 3622.492920 115 3796.136475 116 3891.216064 117 4691.468262 118 3550.382324 119 3374.221680 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,IPTU,AR,1.0205426216125488,"98 7262.333984 99 8257.241211 100 8319.298828 101 8319.385742 102 8558.897461 103 180172.328125 104 181541.609375 105 150511.812500 106 149995.953125 107 150264.843750 108 150020.359375 109 147694.562500 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,ISS,XGBoost,1.258887767791748,"108 28899.564453 109 27843.064453 110 27645.755859 111 27540.484375 112 27544.273438 113 27540.484375 114 27511.482422 115 27511.482422 116 26938.162109 117 29418.705078 118 28495.917969 119 29418.705078 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,ITBI,XGBoost,0.7449741363525391,"100 49308.136719 101 49863.679688 102 49579.660156 103 48307.789062 104 48284.054688 105 49579.660156 106 47551.625000 107 48284.054688 108 48303.613281 109 47641.031250 110 48077.910156 111 49579.660156 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,IRRF,XGBoost,1.1434674263000488,"108 107088.656250 109 118346.273438 110 104704.968750 111 118313.109375 112 118313.109375 113 118313.109375 114 118346.273438 115 118313.109375 116 118313.242188 117 118313.109375 118 118394.609375 119 118394.609375 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do FPM,HWES,1.2313268184661865,"108 1.254132e+06 109 1.586846e+06 110 1.021307e+06 111 1.153602e+06 112 1.256423e+06 113 1.257346e+06 114 1.586835e+06 115 1.021307e+06 116 1.021522e+06 117 9.767229e+05 118 1.256423e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do ICMS,HWES,0.5566527843475342,"108 600140.8750 109 529134.5625 110 547849.9375 111 615321.3750 112 652703.4375 113 614005.5000 114 614277.3750 115 620560.4375 116 620560.4375 117 652703.4375 118 539730.7500 119 652703.4375 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do IPVA,MLP,0.6911909580230713,"100 93792.490750 101 60925.491363 102 67958.855946 103 72166.909357 104 67130.583670 105 58610.221992 106 58431.346295 107 58791.219120 108 57603.767315 109 58067.899894 110 65756.402967 111 95777.001569 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Cota-Parte do ITR,XGBoost,0.7961578369140625,"77 361.366150 78 24.187071 79 -32.095722 80 444.128143 81 416.327881 82 1012.833008 83 696.370850 84 692.103149 85 411.618927 86 435.825073 87 -48.643269 88 -52.791870 Name: Valor, dtype: float64" Prefeitura Municipal de São Jorge - RS,Transferencias LC 61_1989,HWES,0.7264506816864014,"108 5400.828613 109 4894.107422 110 5068.797363 111 4892.748047 112 5083.520508 113 5101.713379 114 4754.732910 115 5278.855469 116 4916.227539 117 5603.195312 118 5182.223633 119 6587.578613 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,IPTU,HWES,1.0597782135009766,"108 209104.453125 109 116076.359375 110 116197.835938 111 113473.804688 112 115251.000000 113 117330.609375 114 117796.539062 115 113761.273438 116 103263.343750 117 102212.882812 118 97557.687500 119 713825.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,ISS,SARIMAX,0.6261739730834961,"108 589206.5625 109 604954.3125 110 589206.5625 111 593597.3125 112 589206.5625 113 589206.5625 114 589206.5625 115 589206.5625 116 589206.5625 117 593578.5625 118 589206.5625 119 589206.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,ITBI,SES,0.6770060062408447,"108 7618.784668 109 57649.429688 110 60700.773438 111 52942.503906 112 59195.914062 113 58908.984375 114 69949.789062 115 62167.523438 116 56249.359375 117 57440.484375 118 45769.011719 119 48041.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,IRRF,SARIMAX,1.3879151344299316,"108 424746.93750 109 424746.93750 110 424746.93750 111 424746.93750 112 424746.93750 113 424746.93750 114 424746.93750 115 424463.53125 116 424746.93750 117 424746.93750 118 424746.93750 119 424746.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do FPM,HWES,0.6203212738037109,"108 2575788.750 109 3787537.250 110 2024921.125 111 2328409.500 112 2575788.750 113 2622741.500 114 2575764.250 115 2011390.500 116 2031139.750 117 1824445.375 118 2575788.750 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do ICMS,XGBoost,0.588977575302124,"108 1.027501e+06 109 1.022055e+06 110 1.004941e+06 111 1.008689e+06 112 8.845436e+05 113 9.954292e+05 114 1.011596e+06 115 1.010542e+06 116 1.010561e+06 117 8.715512e+05 118 9.954331e+05 119 8.715512e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do IPVA,HWES,1.0059685707092285,"107 925955.3125 108 647161.6875 109 682546.6250 110 955934.4375 111 634208.4375 112 721988.1250 113 793679.6875 114 552853.3750 115 776249.9375 116 563621.6875 117 543883.5000 118 957041.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Cota-Parte do ITR,HWES,0.9686691761016846,"34 16277.306641 35 16269.436523 36 15862.770508 37 15862.770508 38 15862.770508 39 15784.877930 40 15862.765625 41 31995.447266 42 31989.154297 43 805579.937500 44 31989.154297 45 31989.154297 Name: Valor, dtype: float64" Prefeitura Municipal de Butiá - RS,Transferencias LC 61_1989,SES,0.8149821758270264,"108 11337.492188 109 8593.503906 110 9543.139648 111 12057.307617 112 10710.841797 113 10563.340820 114 10629.959961 115 10648.266602 116 10650.469727 117 7297.115723 118 9700.631836 119 10507.770508 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,IPTU,HWES,1.5249717235565186,"99 13249.328125 100 11348.523438 101 12963.195312 102 51522.652344 103 71307.273438 104 5653.759766 105 -100.877365 106 2632.577393 107 976.605103 108 3002.090576 109 2846.859375 110 3130.480225 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,ISS,XGBoost,0.5575447082519531,"108 75316.968750 109 75195.648438 110 75084.171875 111 75316.968750 112 75239.164062 113 75309.414062 114 76637.687500 115 76386.117188 116 76625.296875 117 76625.296875 118 72847.304688 119 76637.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,ITBI,XGBoost,1.0970056056976318,"108 23116.259766 109 10928.343750 110 16185.169922 111 19960.593750 112 15954.315430 113 10533.043945 114 10096.664062 115 16582.412109 116 17973.345703 117 14577.787109 118 10828.115234 119 15320.322266 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,IRRF,HWES,0.7812912464141846,"102 68997.984375 103 68997.984375 104 102663.523438 105 76861.687500 106 102663.523438 107 173504.953125 108 132734.453125 109 102663.523438 110 102663.460938 111 173504.953125 112 173504.953125 113 173504.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do FPM,HWES,0.6298277378082275,"108 1.270630e+06 109 1.894013e+06 110 1.077863e+06 111 1.167075e+06 112 1.270518e+06 113 1.283145e+06 114 1.270518e+06 115 1.077863e+06 116 1.060255e+06 117 9.486142e+05 118 1.270518e+06 119 1.894013e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do ICMS,HWES,0.5151352882385254,"108 1574345.750 109 1159324.625 110 1390307.875 111 1573372.625 112 1590755.000 113 1574279.250 114 1574345.750 115 1586431.250 116 1586431.250 117 1590755.000 118 1574345.750 119 1590755.000 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do IPVA,XGBoost,1.2263579368591309,"108 370169.562500 109 69717.234375 110 123103.984375 111 370973.187500 112 98047.945312 113 81581.570312 114 81581.570312 115 16076.202148 116 13707.277344 117 16081.631836 118 14880.039062 119 199260.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Cota-Parte do ITR,XGBoost,0.6743984222412109,"83 16.083176 84 37.151051 85 31.805763 86 33.573399 87 23.511787 88 22.898155 89 32.128769 90 22.919727 91 12.003880 92 1.224161 93 -24.880404 94 238.887100 Name: Valor, dtype: float64" Prefeitura Municipal de Harmonia - RS,Transferencias LC 61_1989,AR,1.0242586135864258,"108 13775.502930 109 11476.500000 110 13524.958984 111 14394.745117 112 13494.866211 113 14359.147461 114 14472.821289 115 13380.088867 116 13524.497070 117 13991.909180 118 14085.473633 119 15268.569336 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,IPTU,AR,1.3074731826782227,"108 26849530.00 109 2460078.25 110 11461078.00 111 6203030.00 112 6201826.00 113 6201826.00 114 6201826.00 115 6201826.00 116 6182896.00 117 6201826.00 118 4423399.50 119 16589899.00 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,ISS,MLP,1.2712762355804443,"108 1.103765e+07 109 9.335586e+06 110 9.484126e+06 111 9.953274e+06 112 1.002821e+07 113 1.031434e+07 114 1.085460e+07 115 1.078341e+07 116 1.048810e+07 117 1.080659e+07 118 1.112283e+07 119 1.111024e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,ITBI,HWES,0.6438815593719482,"108 3456316.00 109 2286935.50 110 2709528.25 111 2817209.25 112 3318425.00 113 2901330.75 114 2597843.00 115 2597843.00 116 2817209.25 117 2701745.75 118 2624021.25 119 2565182.75 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,IRRF,MLP,1.22393798828125,"108 3.866303e+06 109 3.877247e+06 110 4.975723e+06 111 5.026300e+06 112 4.898054e+06 113 4.889676e+06 114 5.044218e+06 115 5.150119e+06 116 5.199924e+06 117 5.261351e+06 118 5.276660e+06 119 1.119060e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do FPM,SARIMAX,0.6375572681427002,"108 13785252.0 109 16457504.0 110 12106541.0 111 12295273.0 112 13785252.0 113 13819859.0 114 16457504.0 115 12107246.0 116 12075153.0 117 12106541.0 118 13785252.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ICMS,XGBoost,0.4598538875579834,"108 14888369.0 109 12158209.0 110 11966274.0 111 14940515.0 112 13732899.0 113 14896254.0 114 14149941.0 115 13222037.0 116 13919357.0 117 14843409.0 118 14912369.0 119 14843360.0 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do IPVA,AR,1.0008697509765625,"108 9.793810e+06 109 4.829096e+06 110 5.635562e+06 111 8.490102e+06 112 8.275258e+06 113 4.869527e+06 114 3.376509e+06 115 1.739958e+06 116 1.439444e+06 117 1.213376e+06 118 8.537257e+05 119 9.579901e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Cota-Parte do ITR,SARIMAX,1.3698348999023438,"108 4.409468e+05 109 4.556042e+05 110 4.049277e+05 111 4.071821e+05 112 4.363827e+05 113 4.409468e+05 114 1.349667e+06 115 4.563102e+05 116 2.230932e+05 117 1.365914e+06 118 1.861324e+05 119 2.120011e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Passo Fundo - RS,Transferencias LC 61_1989,HWES,0.5160505771636963,"108 115530.437500 109 -105190.632812 110 -106050.281250 111 -99292.828125 112 -97602.390625 113 -105190.632812 114 -99605.140625 115 -102969.867188 116 -101527.296875 117 -105660.625000 118 -106050.281250 119 -85535.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,IPTU,HWES,1.0474114418029785,"108 290390.343750 109 651822.375000 110 66718.218750 111 59504.093750 112 54828.871094 113 24753.390625 114 68027.117188 115 24753.390625 116 60968.179688 117 49628.308594 118 12146.860352 119 55242.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,ISS,HWES,0.4853854179382324,"108 225655.796875 109 225757.515625 110 218495.734375 111 214741.625000 112 206837.984375 113 202621.828125 114 206837.656250 115 207001.531250 116 204474.781250 117 202621.828125 118 203745.390625 119 203019.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,ITBI,HWES,0.7017138004302979,"108 149733.406250 109 151918.750000 110 146379.000000 111 151717.421875 112 146354.890625 113 146354.890625 114 146354.890625 115 149793.593750 116 151826.750000 117 151739.250000 118 155049.640625 119 149793.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,IRRF,AR,0.5747811794281006,"108 180935.453125 109 184096.640625 110 180935.453125 111 180935.453125 112 180935.453125 113 181156.531250 114 180935.453125 115 180935.453125 116 180935.453125 117 180935.453125 118 174192.875000 119 297504.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do FPM,HWES,0.5989401340484619,"108 1609333.625 109 2384194.500 110 1430639.625 111 1534908.250 112 1585820.125 113 1638976.500 114 1585807.750 115 1430639.625 116 1430639.625 117 1325605.125 118 1585820.125 119 2384818.000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ICMS,HWES,1.1717689037322998,"108 755298.4375 109 714409.0000 110 744512.7500 111 747757.6250 112 838391.5625 113 758672.4375 114 760067.3125 115 758318.0625 116 758318.0625 117 756560.1875 118 836566.9375 119 904141.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9720754623413086,"108 404017.843750 109 169913.609375 110 164626.656250 111 334879.062500 112 334928.406250 113 115669.343750 114 119222.015625 115 89519.562500 116 47069.601562 117 50135.792969 118 47069.601562 119 404263.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Cota-Parte do ITR,MLP,1.3358280658721924,"98 214.198644 99 159.873009 100 212.625724 101 149.735883 102 151.985901 103 153.881529 104 155.264395 105 284.955730 106 1127.626225 107 3464.423291 108 -518.758856 109 -916.743083 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Retiro do Sul - RS,Transferencias LC 61_1989,XGBoost,0.6240072250366211,"108 7605.424805 109 8119.001465 110 7992.547363 111 7711.587402 112 8158.265137 113 7124.060547 114 7132.771973 115 7972.013672 116 7704.651855 117 6606.456543 118 7113.891113 119 7898.837402 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,IPTU,Prophet,1.152618169784546,"90 15157.323242 91 6286.002441 92 6212.806641 93 13983.561523 94 55267.843750 95 54507.816406 96 51258.093750 97 8486.550781 98 8457.833008 99 8457.833008 100 8457.833008 101 8459.800781 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,ISS,XGBoost,0.9522511959075928,"104 35901.007812 105 38095.601562 106 38095.601562 107 38193.996094 108 38337.914062 109 38176.929688 110 38258.550781 111 38337.914062 112 38337.914062 113 38337.914062 114 38337.914062 115 38337.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,ITBI,HWES,1.5662620067596436,"103 11839.571289 104 12395.960938 105 9812.107422 106 10162.022461 107 19463.091797 108 18612.966797 109 18094.109375 110 17909.189453 111 18130.792969 112 16740.447266 113 23887.105469 114 22000.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,IRRF,HWES,1.8508656024932861,"104 85981.125000 105 85981.125000 106 86104.789062 107 86104.789062 108 86104.789062 109 85981.125000 110 86104.789062 111 86104.789062 112 86104.789062 113 85976.445312 114 86104.789062 115 86104.789062 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do FPM,HWES,0.5551257133483887,"104 1365527.625 105 1896115.250 106 1086191.750 107 1153513.750 108 1435632.625 109 1384981.000 110 1435632.625 111 1086191.750 112 1086191.000 113 982954.250 114 1435632.625 115 1896115.250 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do ICMS,HWES,0.6026787757873535,"104 9.345941e+05 105 8.783738e+05 106 8.815096e+05 107 9.814549e+05 108 1.021586e+06 109 9.356555e+05 110 9.356528e+05 111 9.361522e+05 112 9.667552e+05 113 9.870876e+05 114 8.959592e+05 115 9.870876e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do IPVA,SARIMAX,0.9904413223266602,"103 205580.437500 104 64793.859375 105 51447.875000 106 99811.539062 107 51447.875000 108 39280.144531 109 41578.656250 110 36300.039062 111 71445.992188 112 20237.705078 113 30190.255859 114 234362.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Cota-Parte do ITR,XGBoost,0.9461245536804199,"88 214.601044 89 198.095947 90 200.027679 91 198.105347 92 200.037079 93 292.034210 94 206.329330 95 214.601044 96 84.045364 97 90.578392 98 26.924490 99 23.108145 Name: Valor, dtype: float64" Prefeitura Municipal de Camargo - RS,Transferencias LC 61_1989,HWES,0.6263954639434814,"104 8116.134766 105 9683.981445 106 8218.069336 107 8524.228516 108 8426.215820 109 8600.419922 110 8412.200195 111 8428.180664 112 8571.431641 113 8492.491211 114 8167.832031 115 8590.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,IPTU,SARIMAX,1.0575358867645264,"94 1702.286133 95 1613.380005 96 1538.103394 97 2092.476318 98 1872.165527 99 92408.406250 100 107095.757812 101 90713.578125 102 41831.355469 103 41815.769531 104 41883.250000 105 41884.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,ISS,SARIMAX,0.5526936054229736,"108 56613.144531 109 54353.265625 110 56618.488281 111 60643.511719 112 59472.765625 113 56975.312500 114 54027.203125 115 62390.640625 116 60423.183594 117 76708.046875 118 60423.183594 119 55290.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,ITBI,XGBoost,1.4904775619506836,"107 33764.480469 108 35720.976562 109 37063.023438 110 40140.355469 111 24117.845703 112 28928.398438 113 28385.835938 114 28385.835938 115 34659.882812 116 24117.845703 117 36289.343750 118 29561.986328 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,IRRF,SARIMAX,0.9779818058013916,"108 52444.488281 109 86204.117188 110 86204.117188 111 86134.187500 112 86204.117188 113 86204.117188 114 86204.117188 115 86204.117188 116 86204.117188 117 86204.117188 118 86161.875000 119 86204.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do FPM,HWES,0.5991156101226807,"108 1244128.250 109 1894447.625 110 1055769.500 111 1154557.000 112 1239971.125 113 1297101.250 114 1239971.125 115 1055769.500 116 1055769.500 117 958205.750 118 1239971.125 119 1894447.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ICMS,HWES,0.4979584217071533,"108 1161059.375 109 957210.875 110 957128.375 111 1165338.875 112 1204759.750 113 1154972.750 114 1159298.875 115 1172378.875 116 1172378.875 117 1204759.750 118 1154972.750 119 1204759.750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do IPVA,AR,0.9604225158691406,"108 209700.250000 109 38956.082031 110 61212.402344 111 75131.656250 112 58167.742188 113 30572.136719 114 78482.742188 115 29248.695312 116 21118.162109 117 16060.657227 118 16057.454102 119 216619.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Cota-Parte do ITR,SARIMAX,0.798844575881958,"79 950.262451 80 1745.418823 81 2199.135986 82 6148.272949 83 4870.648438 84 6774.287109 85 6768.111816 86 6799.000977 87 6871.029785 88 6870.978516 89 6148.339844 90 6799.000977 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Alvorada - RS,Transferencias LC 61_1989,AR,1.0081498622894287,"108 9643.873047 109 8734.400391 110 9515.614258 111 11675.907227 112 9465.204102 113 9829.601562 114 11293.951172 115 11443.150391 116 10245.389648 117 10126.554688 118 10644.812500 119 9961.803711 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,IPTU,XGBoost,1.1447014808654785,"107 1.581490e+05 108 3.277004e+05 109 1.681373e+06 110 1.180224e+06 111 1.193933e+06 112 1.207981e+06 113 1.193933e+06 114 1.177756e+06 115 1.170283e+06 116 1.180224e+06 117 1.180224e+06 118 1.193041e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,ISS,XGBoost,0.9694294929504395,"108 423919.37500 109 435744.75000 110 452629.03125 111 579434.00000 112 579434.00000 113 582489.93750 114 577547.93750 115 579135.18750 116 579434.00000 117 577547.93750 118 581910.25000 119 582489.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,ITBI,XGBoost,0.8653626441955566,"108 112445.453125 109 110853.914062 110 120821.398438 111 119881.132812 112 119887.820312 113 116659.320312 114 151780.593750 115 120003.507812 116 90171.796875 117 100803.078125 118 134533.203125 119 134535.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,IRRF,MLP,0.7982594966888428,"108 4.831076e+05 109 6.206774e+05 110 6.446839e+05 111 6.835704e+05 112 7.028001e+05 113 7.370597e+05 114 7.739247e+05 115 7.929907e+05 116 7.663733e+05 117 8.350757e+05 118 1.055420e+06 119 1.195222e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do FPM,HWES,0.4709296226501465,"108 3429350.25 109 4418525.50 110 2665364.50 111 3075420.50 112 3422469.25 113 3429548.00 114 3422469.25 115 2666201.00 116 2666201.50 117 2569517.00 118 3422469.25 119 4415541.00 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ICMS,HWES,0.5350351333618164,"108 2456539.75 109 2376504.00 110 2544406.50 111 2665917.25 112 2670154.50 113 2680355.00 114 2665917.25 115 2670154.50 116 2670154.50 117 2671532.50 118 2641060.25 119 2665083.00 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do IPVA,SARIMAX,1.0516459941864014,"101 950977.31250 102 484301.62500 103 616455.25000 104 736279.75000 105 588107.50000 106 377621.56250 107 335159.71875 108 207641.37500 109 163877.53125 110 156244.93750 111 163747.25000 112 802557.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Cota-Parte do ITR,MLP,1.4319355487823486,"48 2.896995e+05 49 3.432625e+04 50 3.750136e+04 51 3.932039e+04 52 4.099883e+04 53 4.274566e+04 54 4.392919e+04 55 5.262514e+04 56 2.029690e+05 57 1.620806e+06 58 5.385870e+05 59 5.306671e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguarão - RS,Transferencias LC 61_1989,HWES,0.4924638271331787,"60 22950.767578 61 22854.863281 62 22874.843750 63 23438.707031 64 23023.150391 65 23176.080078 66 23260.896484 67 23032.519531 68 22996.296875 69 23422.673828 70 22966.845703 71 22983.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,IPTU,HWES,1.1269676685333252,"108 3236.884521 109 8956.635742 110 73947.117188 111 75164.359375 112 75207.757812 113 109391.328125 114 109391.328125 115 75192.257812 116 75207.757812 117 75097.312500 118 75096.820312 119 75080.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,ISS,MLP,0.8747327327728271,"108 9698.854022 109 10704.098403 110 10512.991363 111 12162.447277 112 11322.812615 113 13300.779709 114 12742.413700 115 13955.510688 116 12393.750260 117 15509.234226 118 11769.999017 119 15020.947886 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,ITBI,AR,1.1741387844085693,"108 8419.019531 109 9514.653320 110 9949.738281 111 11266.994141 112 9183.836914 113 5504.969727 114 9036.451172 115 11271.334961 116 9124.517578 117 10273.077148 118 3372.954102 119 7683.725586 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,IRRF,XGBoost,1.3211429119110107,"108 202529.65625 109 202533.71875 110 202529.65625 111 202529.65625 112 202529.65625 113 202529.65625 114 202529.65625 115 202529.65625 116 202529.65625 117 202529.65625 118 202529.65625 119 202529.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do FPM,HWES,0.6843605041503906,"108 1468480.375 109 1893768.875 110 1202418.875 111 1202418.875 112 1870719.875 113 1870917.375 114 1893769.125 115 1468480.375 116 1468480.375 117 1198666.500 118 1870719.875 119 1893736.625 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ICMS,HWES,0.5003049373626709,"108 797022.7500 109 872412.8750 110 871482.3750 111 798968.6875 112 823479.7500 113 806902.9375 114 825181.9375 115 814895.0000 116 814895.0000 117 823479.7500 118 807166.8125 119 823479.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do IPVA,XGBoost,0.9574501514434814,"107 99343.515625 108 11053.153320 109 13558.868164 110 98966.882812 111 99227.406250 112 1348.167114 113 1492.776611 114 3158.284180 115 1918.286499 116 1298.795166 117 1943.519775 118 99343.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Machado - RS,Cota-Parte do ITR,HWES,1.6052272319793701,"107 455.853699 108 483.484375 109 480.148865 110 438.644684 111 512.871155 112 587.901062 113 421.791107 114 480.148865 115 23583.318359 116 23445.173828 117 12337.268555 118 12382.821289 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,IPTU,XGBoost,1.44124174118042,"96 138522.500000 97 140340.625000 98 53638.171875 99 21928.324219 100 24487.189453 101 28974.763672 102 21928.324219 103 21928.324219 104 21323.794922 105 21323.794922 106 48453.535156 107 23973.597656 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,ISS,SARIMAX,0.5994701385498047,"96 127347.687500 97 133643.203125 98 125118.710938 99 117437.718750 100 129385.515625 101 123854.640625 102 124640.195312 103 121236.882812 104 124874.812500 105 123618.828125 106 128979.921875 107 123801.804688 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,ITBI,SARIMAX,0.6664881706237793,"96 401339.875000 97 428061.500000 98 403386.750000 99 408172.093750 100 392578.375000 101 408172.093750 102 216258.203125 103 410703.875000 104 216258.203125 105 404641.750000 106 400219.718750 107 419219.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,IRRF,Prophet,0.7189984321594238,"74 296430.37500 75 296403.50000 76 296430.37500 77 296430.37500 78 296403.50000 79 296430.37500 80 296403.50000 81 296403.50000 82 296430.37500 83 296430.37500 84 296370.78125 85 296430.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do FPM,SARIMAX,0.9658710956573486,"96 1893109.750 97 1893317.125 98 1605308.250 99 1893768.875 100 1893109.750 101 1893109.750 102 1605308.250 103 1893317.125 104 1605308.250 105 1605308.250 106 1893317.125 107 1893317.125 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ICMS,HWES,0.5084192752838135,"96 1764416.250 97 1488547.250 98 1423627.500 99 1506271.000 100 1316316.250 101 1461103.750 102 1506220.875 103 1454261.750 104 1506220.875 105 1489640.250 106 1493433.625 107 1400294.125 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do IPVA,HWES,0.41809725761413574,"96 161546.015625 97 170110.250000 98 158151.734375 99 172071.265625 100 172071.265625 101 170342.906250 102 211862.453125 103 252787.734375 104 252787.734375 105 252437.546875 106 159823.734375 107 161779.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Cota-Parte do ITR,AR,0.9781267642974854,"36 163343.656250 37 4241.868164 38 11505.603516 39 11505.554688 40 11505.603516 41 12512.782227 42 11505.603516 43 4241.868164 44 12512.782227 45 803103.625000 46 237174.296875 47 237173.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Lavras do Sul - RS,Transferencias LC 61_1989,XGBoost,0.4159891605377197,"48 15537.436523 49 13917.961914 50 20626.554688 51 20339.449219 52 20257.728516 53 20511.220703 54 19946.628906 55 20257.369141 56 20226.777344 57 21936.757812 58 20715.105469 59 19946.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,IPTU,SES,1.0820276737213135,"104 49971.105469 105 53876.285156 106 85800.640625 107 507108.843750 108 59572.542969 109 65552.070312 110 59420.699219 111 60655.468750 112 62815.695312 113 64050.464844 114 64050.464844 115 61128.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,ISS,SES,0.4827744960784912,"104 147872.484375 105 153644.046875 106 111426.242188 107 123216.601562 108 147872.484375 109 150199.953125 110 153644.046875 111 109047.789062 112 123183.632812 113 158999.375000 114 153056.828125 115 123180.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,ITBI,SARIMAX,0.8668308258056641,"104 304228.31250 105 304909.21875 106 305170.09375 107 305170.09375 108 303125.31250 109 303125.31250 110 305170.09375 111 303125.31250 112 303688.37500 113 304240.09375 114 305140.90625 115 303296.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,IRRF,SARIMAX,0.6795029640197754,"104 224059.984375 105 189927.468750 106 224832.031250 107 224835.296875 108 224046.687500 109 224832.031250 110 224835.296875 111 224046.687500 112 224831.328125 113 189927.468750 114 224832.031250 115 224832.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do FPM,HWES,0.6145899295806885,"104 1.318833e+06 105 1.969803e+06 106 1.214514e+06 107 1.101346e+06 108 1.599380e+06 109 1.015228e+06 110 1.977639e+06 111 1.074250e+06 112 1.134797e+06 113 1.078068e+06 114 1.432413e+06 115 1.974248e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ICMS,XGBoost,0.4992554187774658,"104 1389893.125 105 1482940.125 106 1417683.875 107 1328361.125 108 1398628.875 109 1412603.750 110 1401771.750 111 1453949.625 112 1407262.875 113 1464300.250 114 1381515.500 115 1489027.000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do IPVA,SARIMAX,0.5155291557312012,"103 178695.250000 104 149644.031250 105 149644.031250 106 312397.531250 107 216204.765625 108 115693.414062 109 112592.179688 110 55270.750000 111 46633.601562 112 52111.851562 113 51804.468750 114 243771.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Cota-Parte do ITR,XGBoost,1.185645580291748,"72 2945.046631 73 3578.203369 74 4623.690430 75 4552.872559 76 4552.872559 77 3786.725830 78 4049.954834 79 5479.298340 80 101962.039062 81 917365.875000 82 102083.500000 83 94020.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Jesus - RS,Transferencias LC 61_1989,SES,0.7226467132568359,"62 15578.474609 63 15042.164062 64 15687.274414 65 13045.457031 66 15541.698242 67 13046.688477 68 13046.386719 69 15547.798828 70 13051.323242 71 14925.295898 72 15687.353516 73 15015.073242 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,IPTU,AR,1.1652638912200928,"108 6941713.500 109 7246916.500 110 1905951.125 111 1625082.125 112 1866338.500 113 1605887.875 114 1605887.875 115 1605887.875 116 1662233.625 117 1625082.125 118 1625082.125 119 1905951.125 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,ISS,SARIMAX,0.615741491317749,"108 4654849.0 109 2099434.0 110 2099434.0 111 2146680.5 112 2099434.0 113 2146680.5 114 2146680.5 115 4681996.5 116 4681996.5 117 2148950.5 118 2146680.5 119 4681996.5 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,ITBI,SARIMAX,0.866579532623291,"108 6.909372e+05 109 6.921125e+05 110 6.662456e+05 111 6.867084e+05 112 6.900441e+05 113 7.087178e+05 114 6.856352e+05 115 1.662920e+06 116 1.662920e+06 117 6.933271e+05 118 6.933271e+05 119 7.087178e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do FPM,HWES,0.7130742073059082,"108 16208541.0 109 16457505.0 110 9185930.0 111 9839349.0 112 16208541.0 113 11216816.0 114 16457505.0 115 9185930.0 116 9184981.0 117 9185930.0 118 16457505.0 119 16457505.0 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do ICMS,HWES,0.5710046291351318,"108 10242490.0 109 9245575.0 110 8305969.0 111 11673652.0 112 11002442.0 113 10032061.0 114 11348290.0 115 11096071.0 116 11089995.0 117 11687877.0 118 11381487.0 119 10559485.0 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do IPVA,AR,1.341794490814209,"108 4.297378e+06 109 2.638373e+06 110 3.617762e+06 111 4.518278e+06 112 4.488680e+06 113 2.671197e+06 114 2.281494e+06 115 1.745286e+06 116 9.652203e+05 117 6.993666e+05 118 6.348996e+05 119 3.695918e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Cota-Parte do ITR,MLP,1.1134910583496094,"108 9.087965e+04 109 5.311037e+04 110 1.111143e+05 111 2.010178e+05 112 1.671053e+05 113 6.171048e+04 114 1.240866e+05 115 8.472823e+04 116 1.832928e+05 117 1.411177e+06 118 4.612105e+05 119 1.316371e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Viamão - RS,Transferencias LC 61_1989,SES,0.5439589023590088,"108 78754.625000 109 71393.000000 110 71982.382812 111 75474.070312 112 71263.039062 113 83960.640625 114 77090.109375 115 71555.179688 116 71342.429688 117 55212.671875 118 71982.382812 119 77330.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,IPTU,XGBoost,1.003504991531372,"108 8.146749e+04 109 8.212684e+04 110 8.805411e+04 111 1.185074e+06 112 8.805411e+04 113 9.995112e+04 114 8.681255e+04 115 8.794624e+04 116 8.535401e+04 117 1.104108e+06 118 1.167721e+05 119 1.167721e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,ISS,SARIMAX,0.6374754905700684,"108 364590.0625 109 364590.0625 110 364590.0625 111 364590.0625 112 364590.0625 113 364590.0625 114 364590.0625 115 364590.0625 116 364590.0625 117 361239.1250 118 364590.0625 119 364590.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,ITBI,XGBoost,0.4625837802886963,"108 103989.648438 109 129704.039062 110 118177.937500 111 120305.171875 112 97101.375000 113 77154.750000 114 110486.062500 115 95989.250000 116 96376.921875 117 96591.117188 118 115785.343750 119 98874.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,IRRF,SARIMAX,0.6419687271118164,"108 273616.56250 109 277704.06250 110 277866.09375 111 277842.53125 112 277835.37500 113 277835.37500 114 277835.37500 115 277674.00000 116 277866.09375 117 277866.09375 118 277866.09375 119 277840.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do FPM,HWES,0.5800769329071045,"108 2068351.875 109 3156297.250 110 1893024.875 111 1918925.750 112 2070437.125 113 2086373.875 114 2070442.750 115 1893024.875 116 1897674.500 117 1599822.375 118 2070437.125 119 3156297.250 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do ICMS,HWES,0.5148365497589111,"108 1912775.125 109 1725984.125 110 1833878.125 111 1977108.375 112 2019591.125 113 1975893.625 114 1964811.250 115 1978964.000 116 1978964.000 117 1978964.000 118 2019591.125 119 1912297.375 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Cota-Parte do IPVA,AR,1.038093090057373,"108 413108.437500 109 208953.187500 110 209822.421875 111 370512.250000 112 318710.218750 113 170493.875000 114 156633.750000 115 86833.765625 116 92088.148438 117 49052.355469 118 49052.355469 119 385263.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Restinga Sêca - RS,Transferencias LC 61_1989,HWES,0.5580916404724121,"108 17811.390625 109 16187.240234 110 17062.738281 111 17428.115234 112 17228.810547 113 18154.326172 114 19884.837891 115 18442.974609 116 16942.064453 117 18371.757812 118 17694.095703 119 18535.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,IPTU,XGBoost,1.0873608589172363,"96 5481.274902 97 10472.630859 98 2043.435669 99 9778.559570 100 10111.544922 101 10135.139648 102 10340.907227 103 8380.760742 104 10416.094727 105 10232.426758 106 13583.261719 107 13938.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,ISS,XGBoost,0.5033829212188721,"108 41280.886719 109 42270.675781 110 42731.027344 111 41280.886719 112 41145.183594 113 41409.792969 114 45797.699219 115 45799.996094 116 41409.792969 117 45426.992188 118 46830.699219 119 46830.699219 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,ITBI,SARIMAX,0.939725399017334,"106 31929.699219 107 30188.099609 108 30645.746094 109 31349.746094 110 31161.648438 111 30174.316406 112 29733.447266 113 32641.255859 114 27346.736328 115 30174.316406 116 30330.119141 117 29770.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,IRRF,SARIMAX,0.6320052146911621,"108 166123.625000 109 166123.625000 110 219951.796875 111 178076.171875 112 162963.625000 113 162963.625000 114 162963.625000 115 162963.625000 116 162963.625000 117 162963.625000 118 219951.796875 119 219951.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do FPM,XGBoost,0.5601606369018555,"108 1625811.500 109 1893768.250 110 1152307.500 111 1279794.625 112 1628810.625 113 1421779.500 114 1628810.625 115 1152307.500 116 1152325.500 117 974242.375 118 1893768.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ICMS,HWES,0.5436310768127441,"108 1206179.875 109 1157409.375 110 1156949.625 111 1273850.750 112 1291856.625 113 1278145.375 114 1281875.375 115 1273850.750 116 1273850.750 117 1342855.750 118 1282844.250 119 1247083.875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0239276885986328,"108 282259.937500 109 33733.582031 110 74096.351562 111 74445.617188 112 58525.132812 113 10460.920898 114 14269.741211 115 14269.741211 116 30843.712891 117 13130.578125 118 13744.663086 119 210161.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Cota-Parte do ITR,XGBoost,0.8268265724182129,"96 329.909119 97 595.889038 98 3677.570557 99 3504.104248 100 3728.716309 101 3731.640869 102 3523.426270 103 3715.131836 104 1941.467285 105 1941.467285 106 3518.070068 107 3518.070068 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Roma do Sul - RS,Transferencias LC 61_1989,HWES,0.8257131576538086,"108 8814.900391 109 9336.815430 110 10088.443359 111 10696.805664 112 10753.454102 113 10183.930664 114 11290.103516 115 8304.433594 116 8304.433594 117 6107.021484 118 10087.635742 119 10395.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,IPTU,HWES,0.6740055084228516,"87 108552.460938 88 100736.031250 89 421622.031250 90 439875.625000 91 571808.312500 92 563674.562500 93 563674.562500 94 544988.937500 95 544988.937500 96 536619.562500 97 542287.562500 98 566342.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,ISS,MLP,0.5780000686645508,"96 158526.818402 97 155272.506520 98 155200.027929 99 161547.790742 100 154004.297695 101 156650.981287 102 160619.404516 103 166598.156297 104 163493.224566 105 171447.599105 106 162003.103156 107 165845.277251 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,ITBI,XGBoost,0.5224168300628662,"96 33772.093750 97 34700.082031 98 39664.523438 99 34697.406250 100 39116.859375 101 33655.523438 102 39566.617188 103 39407.156250 104 35828.406250 105 39583.816406 106 30418.916016 107 33299.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,IRRF,Prophet,0.6014659404754639,"94 254748.718750 95 263720.000000 96 263720.000000 97 263716.937500 98 254462.421875 99 263716.625000 100 263720.000000 101 263716.625000 102 265462.031250 103 263716.937500 104 265462.031250 105 265462.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do FPM,SARIMAX,0.570620059967041,"96 1899772.00 97 3018317.25 98 1851977.75 99 1899772.00 100 3019269.75 101 3019177.25 102 3018317.25 103 3019177.25 104 1899518.25 105 1851977.75 106 3019269.75 107 3018317.25 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ICMS,HWES,0.4919862747192383,"96 1140140.375 97 1226817.625 98 1240652.375 99 1226817.625 100 1251050.250 101 1226817.625 102 1226817.625 103 1226817.625 104 1208344.750 105 1208299.875 106 1211702.375 107 1240685.875 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do IPVA,MLP,0.5297679901123047,"94 270583.524725 95 189133.531739 96 191506.039533 97 240317.027535 98 206989.783417 99 169132.043459 100 159569.936478 101 158602.200057 102 145578.832498 103 144475.010231 104 146084.486538 105 355679.937677 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Cota-Parte do ITR,HWES,0.7860081195831299,"92 52.034515 93 110.775276 94 110.212250 95 150.912964 96 94.041985 97 198.053940 98 140.190918 99 175.243576 100 123.579140 101 1698.714966 102 744.332031 103 745.600342 Name: Valor, dtype: float64" Prefeitura Municipal de Tenente Portela - RS,Transferencias LC 61_1989,MLP,0.9929347038269043,"48 10735.298511 49 10610.052160 50 10116.581716 51 9722.455112 52 9476.523095 53 8689.989087 54 8678.748040 55 8412.062204 56 8420.666664 57 9101.968366 58 8973.088395 59 9035.213944 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,IPTU,HWES,1.4907846450805664,"104 16402.154297 105 27283.324219 106 636385.250000 107 36134.984375 108 44212.183594 109 62639.695312 110 21087.367188 111 42905.359375 112 42905.359375 113 25143.476562 114 42489.855469 115 49544.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,ISS,XGBoost,0.8532938957214355,"108 194258.093750 109 176084.031250 110 176060.687500 111 176084.031250 112 175857.515625 113 195424.468750 114 184563.125000 115 175857.515625 116 180623.359375 117 194256.718750 118 165824.140625 119 171700.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,ITBI,MLP,0.789907693862915,"108 46456.034959 109 42007.333967 110 45610.234836 111 42885.292060 112 39136.895526 113 43543.110616 114 41066.229107 115 45776.792190 116 38844.199214 117 39731.105567 118 38564.697144 119 41906.995720 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,IRRF,SARIMAX,0.6541903018951416,"108 331453.968750 109 331453.968750 110 331453.968750 111 94102.273438 112 331453.968750 113 331453.968750 114 339593.687500 115 94102.273438 116 331453.968750 117 331453.968750 118 339593.687500 119 339593.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do FPM,HWES,0.5847547054290771,"108 1685490.750 109 2525121.000 110 1438396.500 111 1528423.500 112 1685568.125 113 1706771.500 114 1685473.625 115 1438396.500 116 1438396.250 117 1275107.375 118 1685568.125 119 2525121.000 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ICMS,XGBoost,0.7206487655639648,"108 1572104.625 109 1211876.875 110 1558774.375 111 1606105.500 112 1572628.375 113 1517830.250 114 1444002.500 115 1624788.375 116 1752058.750 117 1751318.125 118 1706416.500 119 1705006.875 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do IPVA,SARIMAX,1.388801097869873,"107 165237.937500 108 113119.484375 109 160870.593750 110 238278.468750 111 197850.890625 112 64704.285156 113 47218.179688 114 43996.195312 115 41068.152344 116 31975.894531 117 31257.755859 118 176511.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Cota-Parte do ITR,SARIMAX,0.6723895072937012,"108 465.146515 109 444.762451 110 452.337128 111 1246.422729 112 1222.927246 113 471.703247 114 1246.814819 115 1247.018188 116 3137.194824 117 6834.691895 118 5226.491699 119 5226.863770 Name: Valor, dtype: float64" Prefeitura Municipal de Roca Sales - RS,Transferencias LC 61_1989,XGBoost,0.5966372489929199,"108 12631.833008 109 16540.917969 110 12645.379883 111 15787.758789 112 14645.905273 113 13719.596680 114 13719.240234 115 14797.143555 116 12252.527344 117 13497.716797 118 13052.023438 119 8783.301758 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,IPTU,SES,1.0535304546356201,"108 68607.101562 109 259687.062500 110 989183.312500 111 189064.765625 112 185659.984375 113 130655.273438 114 121277.695312 115 114272.421875 116 85106.046875 117 98605.734375 118 107716.507812 119 99431.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,ISS,XGBoost,0.6157371997833252,"108 564316.1875 109 554233.2500 110 552233.2500 111 541573.3750 112 529965.3125 113 537761.7500 114 537698.6875 115 579278.1250 116 579829.6875 117 583565.6250 118 577525.7500 119 579278.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,ITBI,SARIMAX,0.8198702335357666,"108 237179.500000 109 225358.296875 110 245284.875000 111 228983.187500 112 225342.640625 113 236302.625000 114 228983.187500 115 206698.765625 116 245284.875000 117 245284.875000 118 229508.703125 119 229508.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,IRRF,XGBoost,0.5348949432373047,"108 497981.87500 109 491763.06250 110 498008.28125 111 497971.15625 112 497981.87500 113 498008.28125 114 498008.28125 115 498008.28125 116 498008.28125 117 498008.28125 118 498008.28125 119 497980.59375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do FPM,HWES,0.5400087833404541,"108 2398178.500 109 3787537.000 110 2137415.750 111 2245281.250 112 2405310.750 113 2492794.250 114 2405310.750 115 2137415.750 116 1931935.000 117 1961317.375 118 2405310.750 119 3545710.000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ICMS,HWES,0.44420909881591797,"108 3884231.00 109 3483660.25 110 3593392.75 111 3700227.75 112 3935192.75 113 3741771.50 114 3657860.00 115 3910290.75 116 3910290.75 117 3700227.75 118 3935192.75 119 3805508.75 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do IPVA,MLP,1.1099421977996826,"106 1.157667e+06 107 4.481686e+05 108 5.789523e+05 109 7.982122e+05 110 6.343317e+05 111 3.984349e+05 112 3.890083e+05 113 3.731573e+05 114 3.693672e+05 115 4.119500e+05 116 4.143968e+05 117 1.478430e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Cota-Parte do ITR,XGBoost,0.8032395839691162,"103 407.200378 104 369.270874 105 375.033051 106 387.834015 107 425.269196 108 426.346741 109 401.841827 110 425.967133 111 267.556000 112 1823.156616 113 337.422180 114 292.878967 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Meio - RS,Transferencias LC 61_1989,XGBoost,1.004551887512207,"108 32303.111328 109 31019.449219 110 34655.359375 111 33645.855469 112 35081.585938 113 34292.035156 114 34319.089844 115 34612.480469 116 34380.257812 117 34811.796875 118 34006.382812 119 34522.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,IPTU,SARIMAX,0.9470036029815674,"103 13330.233398 104 12070.665039 105 13435.033203 106 35018.980469 107 199904.109375 108 35018.980469 109 35018.980469 110 35018.980469 111 35018.980469 112 16812.339844 113 16059.073242 114 35018.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,ISS,SARIMAX,0.4899435043334961,"108 35324.371094 109 39274.949219 110 38671.750000 111 36094.300781 112 35521.707031 113 35521.707031 114 35521.707031 115 35521.707031 116 35521.707031 117 35521.707031 118 35521.707031 119 35521.707031 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,ITBI,MLP,1.2416279315948486,"104 18367.368407 105 17213.237581 106 16223.855210 107 16702.170015 108 16821.595643 109 15895.504380 110 13976.629219 111 13135.110176 112 13609.801320 113 13660.586291 114 13444.506236 115 13212.601216 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,IRRF,XGBoost,0.9144108295440674,"107 109848.796875 108 108325.679688 109 111177.945312 110 104311.437500 111 109854.843750 112 104311.437500 113 104311.437500 114 111177.945312 115 109854.843750 116 104311.437500 117 158891.609375 118 158891.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do FPM,HWES,0.5857431888580322,"108 1243849.250 109 1894378.500 110 1131274.250 111 1146904.500 112 1247484.125 113 1275923.250 114 1247484.125 115 1131274.250 116 1131274.125 117 955320.750 118 1247484.125 119 1894378.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ICMS,HWES,0.6421310901641846,"108 1.133189e+06 109 1.035316e+06 110 1.085146e+06 111 1.216157e+06 112 1.211836e+06 113 1.102677e+06 114 1.228039e+06 115 1.158094e+06 116 1.158094e+06 117 1.211838e+06 118 1.103791e+06 119 1.211840e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do IPVA,SARIMAX,0.8996212482452393,"108 198936.156250 109 88458.429688 110 97368.804688 111 209893.937500 112 209896.140625 113 68956.695312 114 69241.851562 115 30769.214844 116 26327.791016 117 13124.834961 118 12651.806641 119 227212.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Cota-Parte do ITR,XGBoost,0.9492535591125488,"33 33406.218750 34 33648.417969 35 34349.878906 36 42240.300781 37 42240.300781 38 41457.011719 39 41457.011719 40 42240.300781 41 33406.218750 42 33186.214844 43 4454.244629 44 4454.244629 Name: Valor, dtype: float64" Prefeitura Municipal de Pejuçara - RS,Transferencias LC 61_1989,HWES,0.6560204029083252,"108 10513.223633 109 9472.172852 110 10244.910156 111 9173.391602 112 9122.617188 113 9195.570312 114 9195.647461 115 9104.044922 116 9027.832031 117 10822.176758 118 10244.910156 119 9062.108398 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,IPTU,MLP,1.0508179664611816,"78 9416.018774 79 10553.383024 80 11834.218150 81 16244.444214 82 24136.778844 83 28623.455604 84 35101.449608 85 431.350479 86 -1273.722923 87 -3291.285140 88 -3584.101729 89 -4405.123064 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,ISS,MLP,0.9855639934539795,"108 15022.582881 109 15803.237371 110 15730.401168 111 15762.178567 112 17073.108922 113 18080.234350 114 17379.470302 115 17293.009214 116 17021.431113 117 18218.901793 118 20242.767181 119 19237.188271 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,ITBI,XGBoost,1.2538135051727295,"107 14254.814453 108 14717.609375 109 7440.854004 110 9657.677734 111 9933.559570 112 9626.359375 113 14717.609375 114 17751.732422 115 6874.576660 116 17748.892578 117 10066.267578 118 9905.891602 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,IRRF,Prophet,1.4002563953399658,"108 49840.871094 109 49840.871094 110 49840.871094 111 49840.871094 112 105247.218750 113 49840.871094 114 49840.871094 115 49840.871094 116 49840.871094 117 105247.218750 118 105247.218750 119 105247.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do FPM,HWES,0.6191439628601074,"108 1593285.750 109 1893768.500 110 1146215.875 111 1202560.000 112 1593285.625 113 1465186.000 114 1593285.625 115 1146215.875 116 1147767.750 117 1014308.125 118 1893768.500 119 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ICMS,HWES,0.5527145862579346,"108 501235.56250 109 420542.09375 110 417070.18750 111 487681.53125 112 494311.12500 113 486685.65625 114 487681.53125 115 498464.65625 116 498464.65625 117 499439.46875 118 488065.87500 119 499439.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.9945716857910156,"108 58190.359375 109 23586.345703 110 57598.828125 111 60004.835938 112 25259.529297 113 19757.128906 114 8201.331055 115 8201.331055 116 6156.163574 117 6306.312500 118 3727.968994 119 58718.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Cota-Parte do ITR,XGBoost,0.8966062068939209,"96 162.495300 97 706.109741 98 162.495300 99 186.662018 100 28.910841 101 25.378717 102 277.417480 103 283.371552 104 3388.542969 105 8606.504883 106 706.109741 107 285.793030 Name: Valor, dtype: float64" Prefeitura Municipal de Itatiba do Sul - RS,Transferencias LC 61_1989,XGBoost,1.259500503540039,"60 3625.588623 61 4254.489746 62 3118.955322 63 3625.556396 64 2561.030273 65 2561.852783 66 2560.951904 67 2561.852783 68 2602.849609 69 3669.117676 70 2561.852783 71 2560.951904 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,IPTU,SARIMAX,1.1440274715423584,"108 2851.987305 109 1417.916626 110 18149.533203 111 112845.445312 112 17274.013672 113 6121.799316 114 5825.207031 115 9256.104492 116 8684.284180 117 10599.547852 118 7473.282227 119 6671.822266 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,ISS,MLP,0.5484857559204102,"108 15386.004314 109 16097.372899 110 16194.882020 111 16953.185809 112 18027.062216 113 17089.195085 114 17480.523133 115 18188.547978 116 17261.248024 117 18652.339085 118 18166.795535 119 16903.076887 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,ITBI,XGBoost,0.5844597816467285,"108 54834.640625 109 24235.677734 110 61533.367188 111 28995.236328 112 29193.658203 113 31019.642578 114 28730.007812 115 26635.787109 116 30125.816406 117 58541.644531 118 24719.763672 119 23410.980469 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,IRRF,XGBoost,1.064267873764038,"108 233733.578125 109 233733.578125 110 233733.578125 111 233733.578125 112 233733.578125 113 233733.578125 114 177932.281250 115 233733.578125 116 233733.578125 117 233733.578125 118 233733.578125 119 233733.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do FPM,HWES,0.5566229820251465,"108 1239529.625 109 1893706.750 110 1110780.750 111 1179743.500 112 1893461.375 113 1177553.625 114 1893706.750 115 1110780.750 116 1110559.750 117 1046042.000 118 1893461.375 119 1893706.750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ICMS,HWES,0.5892395973205566,"108 1464051.125 109 1456387.875 110 1433276.500 111 1530296.750 112 1557351.500 113 1485041.625 114 1518080.250 115 1530296.750 116 1530296.750 117 1557173.500 118 1463186.500 119 1533783.250 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do IPVA,SARIMAX,0.999523401260376,"107 114978.859375 108 118333.937500 109 92754.414062 110 119242.343750 111 119242.343750 112 93778.054688 113 61508.707031 114 91274.093750 115 86405.882812 116 83707.710938 117 83965.468750 118 83344.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Cipó - RS,Cota-Parte do ITR,XGBoost,1.0177679061889648,"36 38406.027344 37 26775.677734 38 25598.257812 39 24014.273438 40 25584.919922 41 26014.050781 42 25598.257812 43 25584.919922 44 141001.093750 45 691906.375000 46 38621.964844 47 38621.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,IPTU,AR,1.0126118659973145,"108 322073.375000 109 207557.781250 110 31034.103516 111 31034.103516 112 31034.103516 113 31131.562500 114 102593.078125 115 31034.019531 116 31034.103516 117 102593.078125 118 31034.103516 119 31034.103516 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,ISS,XGBoost,0.7353246212005615,"108 166533.000000 109 184803.250000 110 158422.718750 111 166532.734375 112 166479.640625 113 184803.250000 114 166788.140625 115 185538.312500 116 185538.312500 117 185538.312500 118 185538.312500 119 185538.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,ITBI,SARIMAX,0.6118195056915283,"108 37046.175781 109 27555.005859 110 43176.261719 111 36962.390625 112 34040.363281 113 37313.085938 114 39371.238281 115 33951.695312 116 34708.394531 117 41808.371094 118 37313.085938 119 36962.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,IRRF,SARIMAX,0.5670735836029053,"108 154051.25 109 154051.25 110 154051.25 111 154051.25 112 154051.25 113 154051.25 114 154051.25 115 154051.25 116 154051.25 117 154051.25 118 154051.25 119 154051.25 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do FPM,HWES,0.5646018981933594,"108 1.280719e+06 109 1.893853e+06 110 1.108813e+06 111 1.160044e+06 112 1.285726e+06 113 1.264276e+06 114 1.285726e+06 115 1.108813e+06 116 1.109148e+06 117 9.483447e+05 118 1.285726e+06 119 1.893853e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do ICMS,HWES,0.5281858444213867,"108 579571.5000 109 538529.8125 110 542512.4375 111 564464.0000 112 602030.6875 113 553847.2500 114 564455.5000 115 564964.5000 116 564486.6875 117 564464.0000 118 602030.6875 119 716415.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do IPVA,HWES,0.491685152053833,"105 259763.015625 106 93411.492188 107 105321.687500 108 204442.234375 109 198294.984375 110 51801.941406 111 51801.941406 112 49203.253906 113 51214.371094 114 20561.638672 115 17162.091797 116 265968.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Cota-Parte do ITR,XGBoost,0.8367650508880615,"92 2419.022705 93 91.886017 94 2389.220215 95 99.635696 96 2420.920898 97 198.159500 98 198.159500 99 2521.178467 100 10255.375000 101 10104.336914 102 2516.578369 103 220.608337 Name: Valor, dtype: float64" Prefeitura Municipal de Paverama - RS,Transferencias LC 61_1989,HWES,0.6603903770446777,"72 5071.689453 73 5835.334961 74 5811.468262 75 5619.699707 76 5809.203125 77 7370.811035 78 6814.750000 79 5809.387695 80 5052.463867 81 4302.394531 82 7370.811035 83 6329.904297 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,IPTU,HWES,1.0492908954620361,"108 -28567.341797 109 108380.031250 110 214575.562500 111 223776.765625 112 120559.429688 113 286785.156250 114 -29777.515625 115 -71063.101562 116 49005.375000 117 392304.750000 118 49005.375000 119 47334.886719 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,ISS,XGBoost,1.064826488494873,"108 1939215.250 109 1940992.375 110 1940994.125 111 1934101.500 112 1918150.875 113 1939412.500 114 1939412.500 115 1939407.625 116 1939407.625 117 1939412.500 118 1939412.500 119 1934101.500 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,ITBI,XGBoost,0.7119224071502686,"108 324338.218750 109 338089.937500 110 314735.250000 111 304593.843750 112 341387.781250 113 331569.843750 114 299692.625000 115 478085.500000 116 486520.750000 117 352722.031250 118 257817.500000 119 244049.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,IRRF,SARIMAX,0.6800591945648193,"108 7.995996e+05 109 7.945808e+05 110 8.026851e+05 111 8.026851e+05 112 8.026851e+05 113 8.026851e+05 114 8.026851e+05 115 7.995996e+05 116 7.995996e+05 117 8.026851e+05 118 8.026851e+05 119 1.098125e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do FPM,HWES,0.6191163063049316,"108 3213924.50 109 5050050.00 110 2831817.25 111 3007341.75 112 3217194.75 113 3358961.50 114 3216179.75 115 2795289.75 116 2795289.75 117 2551131.50 118 3217194.75 119 5050050.00 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ICMS,HWES,0.5414228439331055,"108 5898762.5 109 4569216.0 110 4628179.5 111 5892758.5 112 5987061.5 113 5904700.5 114 5892741.0 115 5880709.5 116 5880709.5 117 5987061.5 118 5898762.5 119 5987061.5 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do IPVA,AR,0.9630804061889648,"108 2.589396e+06 109 1.114650e+06 110 1.365941e+06 111 2.041579e+06 112 1.038742e+06 113 5.867016e+05 114 5.490419e+05 115 2.649691e+05 116 2.679532e+05 117 2.220807e+05 118 1.481744e+05 119 2.576280e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Cota-Parte do ITR,MLP,1.0106391906738281,"36 568.430524 37 885.231419 38 337.706052 39 467.973288 40 1460.066323 41 1632.509013 42 686.411514 43 2261.967498 44 24702.292667 45 42581.457949 46 2048.113294 47 1325.813401 Name: Valor, dtype: float64" Prefeitura Municipal de Garibaldi - RS,Transferencias LC 61_1989,HWES,0.8998551368713379,"108 52015.671875 109 44117.562500 110 50719.789062 111 51449.683594 112 50072.578125 113 56046.617188 114 55367.816406 115 51338.691406 116 50751.195312 117 55422.375000 118 56461.152344 119 57032.519531 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,IPTU,SARIMAX,1.109734058380127,"106 50356.292969 107 50356.292969 108 118308.281250 109 58421.605469 110 80188.210938 111 134431.234375 112 990773.937500 113 153957.718750 114 128114.085938 115 134431.234375 116 148441.578125 117 113230.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,ISS,XGBoost,0.5437140464782715,"108 178072.921875 109 170674.781250 110 178074.203125 111 178074.203125 112 177908.968750 113 167284.078125 114 167261.250000 115 278266.406250 116 167300.031250 117 167261.328125 118 167096.093750 119 165824.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,ITBI,XGBoost,0.7439005374908447,"108 203652.265625 109 182255.765625 110 204894.312500 111 119706.429688 112 180560.734375 113 211566.734375 114 115872.890625 115 150554.312500 116 161261.375000 117 220391.937500 118 152372.734375 119 153736.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,IRRF,XGBoost,0.6854708194732666,"108 155315.62500 109 155315.62500 110 155315.62500 111 155315.62500 112 155315.62500 113 155315.78125 114 155315.78125 115 155315.78125 116 154202.18750 117 155315.78125 118 155315.62500 119 225275.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do FPM,SARIMAX,0.5946245193481445,"108 1.604410e+06 109 1.893623e+06 110 1.321388e+06 111 1.300967e+06 112 1.604410e+06 113 1.604604e+06 114 1.893769e+06 115 1.321388e+06 116 1.321388e+06 117 9.475882e+05 118 1.604410e+06 119 1.893623e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ICMS,HWES,0.6072041988372803,"108 2352981.00 109 2330743.50 110 2340400.25 111 2452597.25 112 2469781.00 113 2366629.50 114 2450672.00 115 2452597.25 116 2452597.25 117 2469807.00 118 2309585.00 119 2469807.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do IPVA,AR,1.0883395671844482,"108 316455.500000 109 195363.125000 110 166310.046875 111 318442.781250 112 318255.656250 113 113555.414062 114 125344.257812 115 90073.523438 116 90223.953125 117 46342.339844 118 46229.136719 119 320517.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Bárbara do Sul - RS,Cota-Parte do ITR,MLP,1.2997581958770752,"108 2.113602e+05 109 8.521537e+03 110 3.251272e+04 111 1.756964e+04 112 1.603432e+04 113 1.843489e+03 114 1.173687e+03 115 3.527627e+04 116 4.241413e+05 117 2.351296e+06 118 1.957773e+05 119 2.335986e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,IPTU,XGBoost,1.3424468040466309,"95 2573.604736 96 2778.236816 97 8164.728027 98 62965.089844 99 71775.648438 100 68332.835938 101 62965.089844 102 62965.089844 103 71775.648438 104 62226.464844 105 7027.607910 106 7027.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,ISS,AR,1.1871733665466309,"96 23724.552734 97 16566.074219 98 16566.074219 99 19544.384766 100 15165.161133 101 16378.372070 102 20942.707031 103 17846.380859 104 15165.161133 105 16677.898438 106 16637.812500 107 16678.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,ITBI,AR,0.7451305389404297,"95 9276.711914 96 12143.188477 97 10572.930664 98 14012.759766 99 5318.190918 100 3430.559082 101 10043.021484 102 10104.199219 103 7758.616211 104 22437.431641 105 141924.828125 106 16640.853516 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,IRRF,XGBoost,1.0176339149475098,"96 151908.546875 97 104543.507812 98 149206.968750 99 152719.296875 100 110593.835938 101 105710.890625 102 104543.507812 103 148964.578125 104 104543.507812 105 104543.507812 106 105710.890625 107 148964.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do FPM,HWES,0.7680842876434326,"96 1.238015e+06 97 1.893892e+06 98 1.107684e+06 99 1.150907e+06 100 1.238148e+06 101 1.240391e+06 102 1.238148e+06 103 1.107684e+06 104 1.108002e+06 105 9.348731e+05 106 1.238148e+06 107 1.893892e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ICMS,MLP,0.46080446243286133,"96 705036.628946 97 660330.210021 98 677089.322921 99 735905.086191 100 779201.916015 101 711097.660121 102 744021.026152 103 751499.292790 104 749851.455527 105 805643.486106 106 719346.819468 107 816505.673673 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do IPVA,XGBoost,0.874614953994751,"96 73006.054688 97 21589.205078 98 50431.492188 99 73005.539062 100 53938.214844 101 12015.206055 102 12493.001953 103 12015.553711 104 25647.763672 105 12493.001953 106 14033.411133 107 75571.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Cota-Parte do ITR,XGBoost,1.128223180770874,"96 6126.788086 97 4749.103516 98 5405.403809 99 5405.403809 100 12741.608398 101 4006.438232 102 4870.986816 103 4767.578125 104 37712.824219 105 133436.296875 106 5351.752441 107 5362.206055 Name: Valor, dtype: float64" Prefeitura Municipal de Eugênio de Castro - RS,Transferencias LC 61_1989,HWES,0.6719818115234375,"96 7775.885254 97 7201.060547 98 7431.025391 99 7183.625488 100 7001.887695 101 7259.423828 102 7171.477539 103 7318.354492 104 7383.015137 105 7872.440918 106 7163.438477 107 7150.999512 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,IPTU,XGBoost,1.0512192249298096,"108 72960.609375 109 86869.898438 110 818209.062500 111 837734.937500 112 701867.562500 113 702343.125000 114 702343.125000 115 701867.562500 116 151470.062500 117 153222.765625 118 728468.250000 119 165100.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,ISS,XGBoost,0.7577605247497559,"108 393525.75000 109 415337.65625 110 414357.75000 111 392768.50000 112 392725.09375 113 414357.75000 114 415367.87500 115 393867.31250 116 383502.28125 117 405208.28125 118 412110.81250 119 390392.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,ITBI,HWES,0.6417751312255859,"108 85639.671875 109 82044.804688 110 86409.234375 111 86602.867188 112 100087.875000 113 83547.656250 114 131844.093750 115 45724.976562 116 86492.328125 117 84088.671875 118 131727.515625 119 82565.726562 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,IRRF,SARIMAX,1.077723503112793,"108 350820.40625 109 350484.93750 110 350820.40625 111 350820.40625 112 350840.68750 113 419892.96875 114 419892.96875 115 350820.40625 116 350840.68750 117 350484.93750 118 350820.40625 119 428744.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do FPM,MLP,0.5701498985290527,"108 2.123593e+06 109 2.465983e+06 110 1.940194e+06 111 2.070720e+06 112 2.184668e+06 113 2.121772e+06 114 2.370579e+06 115 1.987581e+06 116 2.017771e+06 117 1.971534e+06 118 2.222064e+06 119 2.830640e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ICMS,HWES,0.5750260353088379,"108 1856089.750 109 1683712.875 110 1649270.250 111 1906988.875 112 2025916.125 113 1856936.125 114 1906988.875 115 1862339.375 116 1862339.375 117 1918953.750 118 1857191.625 119 1918953.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do IPVA,AR,0.99302077293396,"108 741556.250000 109 180953.234375 110 262315.375000 111 601048.375000 112 262315.375000 113 118822.960938 114 81364.929688 115 65166.046875 116 40878.109375 117 40712.175781 118 52307.578125 119 741556.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Cristo - RS,Cota-Parte do ITR,HWES,1.1386022567749023,"107 340.621765 108 328.876953 109 312.077881 110 303.430695 111 340.621765 112 290.499603 113 328.876953 114 290.499603 115 8495.600586 116 543.601685 117 24.842112 118 15.722309 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,IPTU,SARIMAX,1.0428872108459473,"106 3070.143555 107 6923.511719 108 243581.437500 109 723540.875000 110 74326.484375 111 74441.843750 112 76411.789062 113 75136.906250 114 19893.056641 115 34416.441406 116 19828.541016 117 15604.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,ISS,XGBoost,0.4653329849243164,"108 89850.562500 109 85884.750000 110 89415.117188 111 89850.562500 112 85879.156250 113 85879.156250 114 86865.359375 115 92220.921875 116 89727.281250 117 92176.507812 118 89727.281250 119 89727.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,ITBI,AR,1.3308324813842773,"106 15482.941406 107 19569.191406 108 21378.646484 109 18049.355469 110 23424.326172 111 18626.144531 112 18574.640625 113 16126.748047 114 17397.158203 115 17069.349609 116 18209.580078 117 15951.860352 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,IRRF,SARIMAX,0.5790567398071289,"108 84437.914062 109 151225.718750 110 151225.718750 111 151225.718750 112 84437.914062 113 151225.718750 114 84437.914062 115 84437.914062 116 84437.914062 117 84437.914062 118 84437.914062 119 151225.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do FPM,HWES,0.5143165588378906,"108 1252533.500 109 1893865.250 110 1135199.375 111 1177508.625 112 1252631.375 113 1277479.750 114 1252631.375 115 1135199.375 116 1135428.375 117 975900.875 118 1252631.375 119 1893865.250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ICMS,HWES,0.5534830093383789,"108 9.355722e+05 109 7.440891e+05 110 8.373566e+05 111 9.128169e+05 112 9.676336e+05 113 9.271689e+05 114 9.662613e+05 115 1.009418e+06 116 1.009418e+06 117 1.014920e+06 118 9.657869e+05 119 1.014920e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do IPVA,XGBoost,1.3055174350738525,"108 463556.468750 109 99336.945312 110 100242.125000 111 180442.765625 112 108259.023438 113 57222.496094 114 46869.828125 115 17178.480469 116 36049.136719 117 19179.441406 118 12551.033203 119 413178.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Cota-Parte do ITR,SES,0.9155762195587158,"90 3147.465332 91 3147.720947 92 3147.679199 93 14691.893555 94 3062.263428 95 3062.591309 96 20120.103516 97 16127.370117 98 16136.743164 99 16136.743164 100 16127.370117 101 16125.157227 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Palma - RS,Transferencias LC 61_1989,HWES,0.6875834465026855,"108 7951.117676 109 10223.361328 110 7847.752930 111 8053.116699 112 7849.831543 113 7128.236328 114 7646.661621 115 7517.490234 116 7607.514648 117 9578.858398 118 7337.796875 119 7740.225098 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,IPTU,SES,0.9189248085021973,"96 5.546071e+05 97 4.647638e+05 98 8.293142e+06 99 1.063508e+06 100 4.047134e+05 101 4.047134e+05 102 4.004299e+05 103 4.004299e+05 104 4.191657e+05 105 4.004678e+05 106 5.114064e+05 107 5.469152e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,ISS,XGBoost,0.5787432193756104,"96 1.030678e+06 97 9.634672e+05 98 1.020911e+06 99 8.939642e+05 100 8.939642e+05 101 1.030678e+06 102 1.030515e+06 103 1.020911e+06 104 1.030515e+06 105 1.030678e+06 106 1.020911e+06 107 1.020911e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,ITBI,MLP,0.6424112319946289,"96 350524.430212 97 354765.150698 98 335290.893423 99 359166.523244 100 409943.795289 101 417008.986582 102 376402.238938 103 436358.025296 104 421092.218658 105 371127.097193 106 383074.192103 107 406190.218459 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,IRRF,Prophet,0.6772677898406982,"96 1842536.625 97 1846162.875 98 1842536.625 99 1848786.250 100 1849987.750 101 1848786.250 102 1844786.625 103 1844786.625 104 1844786.625 105 1844786.625 106 1844786.625 107 1844786.625 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do FPM,SARIMAX,0.5745947360992432,"95 6627027.0 96 6616844.0 97 6627027.0 98 6606406.5 99 6617836.5 100 6617836.5 101 6616844.0 102 6606406.5 103 6642129.0 104 6642129.0 105 6617836.5 106 6616844.0 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ICMS,XGBoost,0.445237398147583,"96 2016080.25 97 2354165.00 98 2448019.75 99 2353491.25 100 2461384.50 101 2353491.25 102 2353491.25 103 2354129.75 104 2353825.50 105 2295711.00 106 2299124.75 107 2444686.25 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do IPVA,XGBoost,0.9696016311645508,"96 1.713289e+06 97 1.046173e+06 98 1.046173e+06 99 2.381894e+06 100 1.713289e+06 101 8.671155e+05 102 6.629460e+05 103 6.711952e+05 104 3.681172e+05 105 1.797473e+05 106 1.797473e+05 107 2.099724e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Cota-Parte do ITR,XGBoost,0.8411095142364502,"81 379.222168 82 334.451111 83 379.222168 84 103.248375 85 12.945292 86 13.116530 87 12.945292 88 -33.720482 89 84.350586 90 2084.552002 91 -49.734852 92 -51.738674 Name: Valor, dtype: float64" Prefeitura Municipal de Estância Velha - RS,Transferencias LC 61_1989,XGBoost,0.5013318061828613,"96 22036.134766 97 22841.724609 98 22000.820312 99 22095.595703 100 19662.623047 101 20110.185547 102 20166.900391 103 20320.304688 104 22010.312500 105 22150.439453 106 20110.185547 107 20187.972656 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,IPTU,XGBoost,1.1953775882720947,"108 6086.548828 109 5494.338379 110 15068.146484 111 15573.634766 112 257955.531250 113 257955.531250 114 25712.216797 115 82005.218750 116 83319.992188 117 6803.583984 118 8265.712891 119 6716.293945 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,ISS,MLP,0.6165590286254883,"108 132290.441543 109 123143.904296 110 111844.419648 111 109011.715795 112 115841.434601 113 113393.572349 114 109871.711523 115 112731.649371 116 113939.854343 117 112489.298922 118 112423.823868 119 117911.572181 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,ITBI,XGBoost,0.9470264911651611,"108 29246.359375 109 31037.152344 110 78969.437500 111 28662.316406 112 30288.222656 113 27931.787109 114 30690.314453 115 33715.492188 116 31610.921875 117 36221.363281 118 32286.943359 119 32286.943359 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,IRRF,MLP,0.7131762504577637,"108 97317.724742 109 90968.906151 110 94834.346274 111 93679.204007 112 95446.009628 113 91917.054053 114 92768.208281 115 93131.612091 116 97387.717972 117 94405.253345 118 92724.756922 119 109120.967358 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do FPM,HWES,0.5968573093414307,"108 1671028.875 109 2526290.250 110 1515750.625 111 1530694.500 112 1677435.625 113 1690904.500 114 1678096.000 115 1515750.625 116 1515750.625 117 1276751.250 118 1677435.625 119 2526290.250 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ICMS,HWES,0.6013040542602539,"108 9.450260e+05 109 8.040009e+05 110 8.049540e+05 111 1.028556e+06 112 1.030321e+06 113 9.267198e+05 114 1.053718e+06 115 1.042701e+06 116 1.042701e+06 117 1.042701e+06 118 9.439641e+05 119 1.044668e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do IPVA,AR,1.3742475509643555,"108 466125.687500 109 118267.250000 110 194385.531250 111 327386.906250 112 200765.953125 113 112693.953125 114 58938.398438 115 58938.398438 116 54183.136719 117 13602.525391 118 29874.847656 119 466125.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Cota-Parte do ITR,SARIMAX,0.8664002418518066,"105 46.928211 106 11.087077 107 100.541466 108 43.778996 109 36.900375 110 36.900375 111 27.370640 112 83.017288 113 5291.903809 114 7797.113770 115 5225.740234 116 630.786499 Name: Valor, dtype: float64" Prefeitura Municipal de Arvorezinha - RS,Transferencias LC 61_1989,XGBoost,0.677802562713623,"108 8970.837891 109 7525.354004 110 8316.145508 111 7560.592285 112 8887.070312 113 8450.102539 114 10960.550781 115 9333.085938 116 9348.208984 117 9184.421875 118 8766.217773 119 8468.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,IPTU,HWES,0.5850012302398682,"108 84972.234375 109 114848.585938 110 264430.375000 111 91439.593750 112 85679.804688 113 88044.851562 114 85461.046875 115 85679.804688 116 86847.390625 117 85138.351562 118 85457.625000 119 264430.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,ISS,MLP,0.7578797340393066,"108 367099.506523 109 369678.151526 110 355175.186938 111 383638.571284 112 374658.713011 113 371281.665267 114 359495.983677 115 374568.496669 116 390982.326026 117 372867.416937 118 405415.414239 119 375322.935406 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,ITBI,MLP,1.8230383396148682,"108 267475.691841 109 279696.750809 110 296823.494044 111 302025.272842 112 297256.882548 113 307705.162185 114 325122.434545 115 338115.326349 116 355581.885373 117 342829.714291 118 295673.484019 119 307488.082926 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,IRRF,SARIMAX,0.5859899520874023,"108 342994.68750 109 342994.68750 110 342994.68750 111 342994.68750 112 342994.68750 113 439549.18750 114 342994.68750 115 440660.28125 116 342994.68750 117 439549.18750 118 342994.68750 119 440704.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do FPM,HWES,0.595402717590332,"108 2759540.250 109 3787537.250 110 2252607.750 111 2342923.500 112 3391392.000 113 2878721.000 114 3787540.500 115 2252607.750 116 2252403.750 117 1931006.875 118 3391392.000 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ICMS,HWES,0.5752277374267578,"108 2916580.00 109 2953324.00 110 3043066.00 111 3078749.75 112 3090938.00 113 2910811.75 114 3090209.25 115 3090209.25 116 3090209.25 117 3090637.75 118 2910811.75 119 3090637.75 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do IPVA,AR,1.1343576908111572,"108 427069.250000 109 186015.578125 110 380417.843750 111 421508.312500 112 421566.812500 113 192343.625000 114 116386.148438 115 120273.945312 116 119058.140625 117 39647.980469 118 39966.230469 119 422262.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Cota-Parte do ITR,MLP,1.273963212966919,"96 1.293858e+05 97 3.933322e+04 98 2.829746e+04 99 6.931047e+04 100 3.320072e+04 101 5.362178e+04 102 5.010976e+04 103 6.303658e+04 104 2.239215e+05 105 1.214391e+06 106 3.682345e+05 107 2.422573e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio Grande - RS,Transferencias LC 61_1989,HWES,0.5607035160064697,"108 28126.861328 109 25609.740234 110 13028.560547 111 28952.318359 112 26725.216797 113 32204.992188 114 31964.324219 115 29700.701172 116 28259.484375 117 31231.804688 118 27711.386719 119 31568.906250 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,IPTU,Prophet,1.6472959518432617,"108 18187.021484 109 10484.731445 110 18531.263672 111 392990.843750 112 47555.902344 113 55470.375000 114 46819.207031 115 90186.335938 116 59142.382812 117 22684.546875 118 36649.214844 119 37669.648438 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,ISS,XGBoost,0.5035903453826904,"108 93352.804688 109 93169.992188 110 93211.796875 111 92958.757812 112 92958.757812 113 93252.828125 114 93311.000000 115 93310.710938 116 94258.804688 117 94258.804688 118 94258.804688 119 94258.804688 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,ITBI,AR,0.5647916793823242,"108 47476.378906 109 54386.699219 110 63666.058594 111 40263.183594 112 71155.359375 113 77158.421875 114 95231.500000 115 77215.070312 116 7413.189453 117 89136.984375 118 80486.695312 119 -4728.619629 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,IRRF,AR,1.1277408599853516,"108 195652.03125 109 195652.03125 110 334437.34375 111 195652.03125 112 195652.03125 113 334437.34375 114 334437.34375 115 195652.03125 116 334437.34375 117 195652.03125 118 195652.03125 119 334437.34375 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do FPM,HWES,0.771944522857666,"108 1893768.625 109 1865085.375 110 1835847.750 111 1893768.625 112 1893768.625 113 1893768.625 114 1893773.625 115 1835847.750 116 1835847.750 117 1824374.625 118 1893768.625 119 1865085.375 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ICMS,HWES,0.7107446193695068,"108 2046522.625 109 1745033.125 110 1688499.250 111 1709533.750 112 1708828.000 113 1756132.500 114 1719356.875 115 1708889.750 116 1709533.750 117 1746306.875 118 1737031.625 119 1750668.000 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do IPVA,XGBoost,1.060858964920044,"108 263543.281250 109 315463.968750 110 309525.750000 111 71100.343750 112 260948.234375 113 323190.718750 114 318844.625000 115 332724.531250 116 325721.031250 117 333202.343750 118 333202.343750 119 76000.234375 Name: Valor, dtype: float64" Prefeitura Municipal de São Miguel das Missões - RS,Cota-Parte do ITR,MLP,0.8163907527923584,"48 164129.826077 49 179239.863824 50 188540.239848 51 202310.007925 52 215632.349566 53 229579.746117 54 244648.452700 55 235857.082339 56 201220.476969 57 94862.234180 58 190056.838605 59 195393.502494 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,IPTU,SARIMAX,1.004896879196167,"103 3520.197510 104 3763.104004 105 14022.877930 106 12672.637695 107 14022.877930 108 5492.895996 109 8703.415039 110 8615.190430 111 5457.514648 112 8140.428223 113 8615.190430 114 9012.856445 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,ISS,SARIMAX,0.5237901210784912,"108 132323.062500 109 129277.093750 110 22811.951172 111 67748.992188 112 126687.109375 113 137055.828125 114 134143.828125 115 85179.117188 116 69069.046875 117 45509.191406 118 63899.449219 119 79460.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,ITBI,MLP,0.4923429489135742,"95 111024.792869 96 82854.099254 97 92681.926702 98 89497.872963 99 75562.824550 100 72188.890453 101 68266.242594 102 96565.177399 103 68241.701788 104 68738.226417 105 70653.771224 106 69229.498682 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,IRRF,XGBoost,0.6142489910125732,"108 211453.406250 109 199454.234375 110 210929.031250 111 210929.031250 112 211453.406250 113 210929.031250 114 210929.031250 115 210929.031250 116 210929.031250 117 210929.031250 118 212528.750000 119 210842.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do FPM,HWES,0.6433417797088623,"108 1.210744e+06 109 1.894765e+06 110 1.054688e+06 111 1.151059e+06 112 1.216284e+06 113 1.255464e+06 114 1.216284e+06 115 1.054688e+06 116 1.054689e+06 117 1.004841e+06 118 1.216284e+06 119 1.894765e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ICMS,HWES,0.5813727378845215,"108 1.097699e+06 109 9.938518e+05 110 1.135018e+06 111 1.139546e+06 112 1.129800e+06 113 1.097699e+06 114 1.121400e+06 115 1.140491e+06 116 1.140491e+06 117 1.144954e+06 118 1.097699e+06 119 1.144954e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do IPVA,SARIMAX,1.297029972076416,"95 38032.242188 96 27357.769531 97 26692.015625 98 27357.769531 99 38855.316406 100 32347.666016 101 20245.101562 102 17488.751953 103 18138.679688 104 19118.880859 105 14846.074219 106 26677.498047 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Cota-Parte do ITR,SARIMAX,1.4622130393981934,"104 114228.203125 105 86251.453125 106 84833.875000 107 84855.406250 108 97060.312500 109 83992.570312 110 84638.562500 111 84549.960938 112 227829.421875 113 622092.375000 114 215715.515625 115 220076.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Pedras Altas - RS,Transferencias LC 61_1989,SARIMAX,0.6277716159820557,"108 9034.942383 109 9071.963867 110 9763.085938 111 10333.805664 112 10089.243164 113 9958.545898 114 10216.842773 115 10462.796875 116 11028.624023 117 10758.993164 118 10760.105469 119 10682.754883 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,IPTU,SARIMAX,0.864802360534668,"96 252.291351 97 5466.096191 98 4312.208984 99 30735.291016 100 156717.671875 101 24544.142578 102 6388.703125 103 66636.351562 104 -1861.783203 105 -1998.115234 106 -1998.108643 107 -2287.531494 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,ISS,XGBoost,0.6251838207244873,"108 70941.218750 109 67223.554688 110 70331.117188 111 74360.875000 112 60935.535156 113 70536.601562 114 69608.695312 115 77473.304688 116 70536.601562 117 60759.546875 118 65848.835938 119 70710.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,ITBI,SES,1.8559777736663818,"108 38971.984375 109 40406.953125 110 41093.593750 111 40406.953125 112 41152.093750 113 40598.312500 114 41093.593750 115 42346.382812 116 40739.566406 117 41093.593750 118 41771.972656 119 42346.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,IRRF,MLP,0.6628727912902832,"108 90782.379863 109 112139.042184 110 116747.597023 111 117585.865695 112 116307.385667 113 116306.230522 114 118237.762567 115 114266.835650 116 116995.416786 117 115400.881836 118 117494.536153 119 145344.653627 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do FPM,AR,0.6669139862060547,"108 1319123.375 109 2525024.750 110 1308462.250 111 1406929.500 112 1497833.750 113 1548429.000 114 2525024.750 115 1308462.250 116 1319123.375 117 1254422.125 118 1497833.750 119 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ICMS,HWES,0.6874501705169678,"108 733331.8750 109 598863.2500 110 664449.0000 111 694337.8125 112 704346.1250 113 697460.2500 114 694570.1250 115 770882.1875 116 780625.5000 117 784156.5625 118 716820.3750 119 798851.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do IPVA,AR,0.9293196201324463,"108 189718.515625 109 71591.148438 110 99293.367188 111 157334.640625 112 99409.000000 113 52015.617188 114 35786.472656 115 22974.007812 116 2896.616211 117 8144.750488 118 8467.560547 119 189718.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Cota-Parte do ITR,MLP,1.3287920951843262,"105 1038.883208 106 1099.450043 107 1925.932937 108 1605.112367 109 1410.181595 110 1448.893666 111 1793.816845 112 2853.879572 113 12644.575315 114 14228.444802 115 1998.611968 116 2836.509961 Name: Valor, dtype: float64" Prefeitura Municipal de Sinimbu - RS,Transferencias LC 61_1989,SES,0.6293675899505615,"108 6168.790039 109 5924.685059 110 6520.239746 111 6711.887207 112 6711.885254 113 7835.637207 114 7118.609375 115 5891.182617 116 5994.394043 117 4094.603516 118 6520.159668 119 8506.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,IPTU,SARIMAX,1.104560375213623,"108 41424.523438 109 264930.937500 110 81586.328125 111 47391.542969 112 40739.617188 113 39912.539062 114 39912.496094 115 3392.952148 116 2149.714355 117 40739.617188 118 490.286896 119 2575.483154 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,ISS,XGBoost,0.6342501640319824,"108 126209.242188 109 129210.492188 110 129210.507812 111 149001.875000 112 129210.507812 113 149001.875000 114 125334.656250 115 149001.875000 116 149001.875000 117 146825.359375 118 132516.375000 119 125334.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,ITBI,XGBoost,1.0429794788360596,"107 37350.394531 108 45480.082031 109 30296.640625 110 41304.847656 111 29572.478516 112 43648.902344 113 47025.781250 114 44726.894531 115 27704.693359 116 44726.894531 117 30829.759766 118 44574.121094 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,IRRF,XGBoost,0.9134335517883301,"108 100284.781250 109 96251.929688 110 95813.148438 111 96251.929688 112 95813.148438 113 96251.929688 114 95813.148438 115 95813.148438 116 96251.929688 117 96251.929688 118 96252.132812 119 96251.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do FPM,HWES,0.6001379489898682,"108 1.287909e+06 109 1.895422e+06 110 1.135535e+06 111 1.169594e+06 112 1.289788e+06 113 1.310230e+06 114 1.293980e+06 115 1.135535e+06 116 1.135751e+06 117 9.609718e+05 118 1.289788e+06 119 1.895422e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ICMS,HWES,0.5586028099060059,"108 686305.5625 109 653803.3125 110 651165.3750 111 704896.7500 112 706220.2500 113 686305.5625 114 697632.3125 115 715981.8125 116 715981.8125 117 706220.2500 118 686305.0625 119 706220.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do IPVA,AR,1.0683698654174805,"108 163503.328125 109 78337.695312 110 62372.171875 111 125760.726562 112 62372.546875 113 24591.580078 114 20129.150391 115 18493.550781 116 18445.947266 117 18445.318359 118 19244.910156 119 151982.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Cota-Parte do ITR,AR,0.9296534061431885,"100 109.958717 101 99.380600 102 110.854805 103 77.995346 104 68.923203 105 120.396286 106 67.793640 107 167.442444 108 4549.761719 109 3703.501709 110 20.050856 111 34.361595 Name: Valor, dtype: float64" Prefeitura Municipal de Três Arroios - RS,Transferencias LC 61_1989,HWES,0.7559666633605957,"108 5991.047363 109 4961.027344 110 6011.168457 111 6241.312500 112 5990.179688 113 6162.069824 114 6111.618652 115 5677.592773 116 5922.854980 117 6044.779297 118 5891.688965 119 5975.957520 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,IPTU,XGBoost,1.212536334991455,"102 536.515381 103 570.976990 104 2715.058105 105 2969.239502 106 45266.808594 107 44890.335938 108 3490.406494 109 3490.842285 110 2993.416992 111 4706.160156 112 2629.376465 113 2593.617676 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,ISS,SARIMAX,0.93231201171875,"108 67826.578125 109 66786.875000 110 68279.804688 111 60738.519531 112 60544.492188 113 60544.492188 114 60544.492188 115 60544.492188 116 60732.265625 117 60544.492188 118 59667.527344 119 59667.527344 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,ITBI,SES,0.6140391826629639,"107 53502.839844 108 32573.216797 109 21708.494141 110 38719.125000 111 15048.936523 112 20386.427734 113 53520.753906 114 47321.355469 115 58928.816406 116 33965.761719 117 26602.623047 118 31965.794922 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,IRRF,XGBoost,0.5187184810638428,"107 106388.281250 108 106388.281250 109 106388.281250 110 106388.281250 111 106446.890625 112 106446.890625 113 106446.890625 114 106446.890625 115 106446.890625 116 106446.890625 117 105974.914062 118 106446.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do FPM,HWES,0.6363365650177002,"108 1.246150e+06 109 1.893925e+06 110 1.071343e+06 111 1.176914e+06 112 1.253182e+06 113 1.281173e+06 114 1.253181e+06 115 1.071343e+06 116 1.071343e+06 117 9.588874e+05 118 1.253182e+06 119 1.893925e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ICMS,HWES,0.6664237976074219,"108 2079063.125 109 2089023.375 110 2034501.375 111 2079805.500 112 2080400.375 113 2070784.125 114 2085433.375 115 2085671.875 116 2085671.875 117 2080400.375 118 2079063.125 119 2080400.375 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do IPVA,HWES,0.9479794502258301,"108 58548.226562 109 65619.609375 110 65023.304688 111 65089.433594 112 65040.167969 113 53762.390625 114 37033.902344 115 37120.289062 116 12988.992188 117 12265.067383 118 12122.790039 119 58483.441406 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Cota-Parte do ITR,MLP,1.4193220138549805,"108 5.793917e+04 109 5.044234e+04 110 5.252054e+04 111 4.403658e+04 112 4.083898e+04 113 4.600893e+04 114 5.054012e+04 115 5.838002e+04 116 1.961165e+05 117 1.128649e+06 118 1.708194e+05 119 1.530299e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Muitos Capões - RS,Transferencias LC 61_1989,AR,1.1356403827667236,"108 17502.800781 109 18120.537109 110 21088.841797 111 19295.568359 112 19328.763672 113 19244.263672 114 19226.882812 115 19326.027344 116 18924.617188 117 18222.044922 118 20367.892578 119 18876.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,IPTU,SARIMAX,1.3237380981445312,"108 1.165163e+06 109 1.165163e+06 110 4.591431e+06 111 4.757528e+05 112 4.750534e+05 113 4.757520e+05 114 8.612202e+05 115 2.673994e+06 116 1.546466e+06 117 2.666408e+06 118 1.819344e+06 119 2.711909e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,ISS,XGBoost,0.6431670188903809,"108 1245799.375 109 1224918.875 110 1245799.375 111 1227886.375 112 1245799.375 113 1245799.375 114 1245799.375 115 1245799.375 116 1220663.625 117 1227886.375 118 1224918.875 119 1245799.375 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,ITBI,XGBoost,0.632849931716919,"108 243121.046875 109 244156.187500 110 243121.046875 111 243121.046875 112 243121.046875 113 243121.046875 114 363325.093750 115 363325.093750 116 243121.046875 117 243121.046875 118 363325.093750 119 243121.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,IRRF,XGBoost,0.5977351665496826,"108 582380.8125 109 957963.8750 110 958009.1250 111 958001.0000 112 958001.0000 113 957963.8750 114 958001.0000 115 958001.0000 116 958001.0000 117 570114.3125 118 958009.1250 119 958009.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do FPM,HWES,1.264164686203003,"108 3300532.50 109 5050838.00 110 2781125.25 111 3025131.25 112 3302158.75 113 3295705.75 114 3301866.75 115 2640477.25 116 2712343.50 117 2569830.25 118 3302158.75 119 5050838.00 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do ICMS,HWES,0.47795796394348145,"108 3924769.75 109 3706689.75 110 3342746.50 111 3969471.00 112 4131651.50 113 3707997.50 114 3969479.75 115 3945314.00 116 3969471.00 117 4043785.25 118 3971051.25 119 4043785.25 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do IPVA,SARIMAX,0.9681527614593506,"106 1.666072e+06 107 7.275081e+05 108 6.972194e+05 109 1.677494e+06 110 1.725630e+06 111 6.809057e+05 112 7.039169e+05 113 2.065965e+05 114 7.448030e+04 115 5.935866e+04 116 5.935866e+04 117 1.678218e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Cota-Parte do ITR,MLP,1.7103805541992188,"107 647.554539 108 550.839168 109 761.866419 110 2250.154253 111 424.146895 112 328.380070 113 230.335658 114 1719.561081 115 9264.509162 116 15940.795802 117 1358.816312 118 864.728800 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela - RS,Transferencias LC 61_1989,HWES,0.5119421482086182,"108 33110.761719 109 28552.416016 110 30064.394531 111 33485.242188 112 30658.605469 113 30423.736328 114 30446.005859 115 31268.005859 116 30389.521484 117 34135.281250 118 30263.974609 119 32048.318359 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,IPTU,AR,1.2499370574951172,"108 13991.277344 109 69681.578125 110 956904.000000 111 69681.710938 112 58761.121094 113 68081.648438 114 59900.074219 115 58900.933594 116 8750.472656 117 17496.849609 118 53991.582031 119 38672.949219 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,ISS,XGBoost,0.6240787506103516,"108 149799.109375 109 158455.500000 110 143215.937500 111 143215.937500 112 143214.312500 113 143214.312500 114 144300.046875 115 142816.625000 116 143793.765625 117 143517.781250 118 157877.671875 119 157877.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,ITBI,MLP,0.5952630043029785,"108 40875.063161 109 39315.469611 110 42865.325584 111 45648.621325 112 51607.750825 113 66393.585217 114 42233.597357 115 48617.720320 116 39755.460505 117 45884.522851 118 46570.131779 119 43262.408426 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,IRRF,XGBoost,1.1032147407531738,"108 235961.750000 109 257189.156250 110 257189.156250 111 257189.156250 112 234878.921875 113 234878.921875 114 234878.921875 115 234878.921875 116 234878.921875 117 257189.156250 118 234878.921875 119 245614.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do FPM,HWES,0.5651099681854248,"108 1281646.375 109 1895047.125 110 1056237.000 111 1180254.500 112 1282705.625 113 1313633.000 114 1310165.875 115 1055720.875 116 1055731.000 117 1024269.375 118 1282705.625 119 1895047.125 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do ICMS,HWES,0.5500574111938477,"108 1767826.500 109 1685736.000 110 1695413.250 111 1766679.625 112 1767053.250 113 1767826.500 114 1765084.500 115 1766055.250 116 1766679.625 117 1766510.875 118 1767826.500 119 1766510.875 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do IPVA,XGBoost,0.5762827396392822,"96 303325.312500 97 310994.531250 98 328540.875000 99 568631.687500 100 144363.812500 101 159409.640625 102 156971.218750 103 163339.640625 104 164673.890625 105 157088.281250 106 158137.390625 107 118064.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Cota-Parte do ITR,MLP,0.9694657325744629,"45 3.239994e+05 46 5.039229e+05 47 8.183170e+05 48 1.328873e+06 49 2.157663e+06 50 3.504324e+06 51 5.683404e+06 52 9.229862e+06 53 1.496639e+07 54 2.436279e+07 55 3.884965e+07 56 6.298167e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Condor - RS,Transferencias LC 61_1989,XGBoost,2.4206056594848633,"108 10304.674805 109 11531.437500 110 14522.223633 111 16159.176758 112 14320.083008 113 13643.827148 114 12218.420898 115 15661.014648 116 14210.173828 117 11258.317383 118 14522.223633 119 11531.986328 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,IPTU,Prophet,1.118337631225586,"90 346.802460 91 1954.681885 92 1251.669678 93 1259.481934 94 7010.672852 95 66964.812500 96 7651.368652 97 7651.368652 98 7057.464355 99 3230.823486 100 988.104614 101 774.736328 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,ISS,AR,1.1795744895935059,"96 41826.273438 97 28126.318359 98 26597.931641 99 26091.248047 100 27687.203125 101 31336.074219 102 37975.011719 103 25251.201172 104 24844.490234 105 25129.166016 106 25559.638672 107 21717.787109 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,ITBI,AR,1.0591347217559814,"94 41816.351562 95 48618.964844 96 87667.328125 97 15704.815430 98 19679.044922 99 86275.773438 100 39063.527344 101 53206.296875 102 16349.170898 103 16438.648438 104 17768.316406 105 15321.708008 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,IRRF,SARIMAX,0.6358447074890137,"96 79437.500000 97 86316.687500 98 86316.687500 99 157160.109375 100 86316.687500 101 86316.687500 102 86316.687500 103 86316.687500 104 86316.687500 105 86316.687500 106 86316.687500 107 157160.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do FPM,XGBoost,0.6041288375854492,"96 9.485335e+05 97 1.004670e+06 98 7.709929e+05 99 7.810057e+05 100 9.253698e+05 101 9.323341e+05 102 1.005334e+06 103 7.869292e+05 104 7.812819e+05 105 7.724139e+05 106 9.494929e+05 107 9.756504e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ICMS,XGBoost,0.6575698852539062,"96 1.039606e+06 97 1.069713e+06 98 1.019480e+06 99 1.079136e+06 100 9.985178e+05 101 1.036987e+06 102 1.083984e+06 103 1.032841e+06 104 1.032841e+06 105 1.157910e+06 106 1.039620e+06 107 1.092634e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do IPVA,XGBoost,0.9958796501159668,"96 43018.328125 97 35819.101562 98 48630.964844 99 45122.054688 100 42759.878906 101 21573.931641 102 12355.804688 103 4472.333984 104 5539.717773 105 4472.333984 106 5358.479492 107 43699.332031 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Cota-Parte do ITR,AR,1.3726153373718262,"93 770.141052 94 2781.897949 95 2453.452637 96 749.626953 97 827.442139 98 749.626953 99 749.626953 100 1015.954834 101 4744.052246 102 33470.265625 103 828.142883 104 750.336975 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal da Serra - RS,Transferencias LC 61_1989,SARIMAX,0.41165876388549805,"36 11000.922852 37 10960.712891 38 10960.712891 39 10960.701172 40 10960.712891 41 10960.813477 42 10961.260742 43 10960.709961 44 10960.698242 45 11021.196289 46 10960.712891 47 10961.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,IPTU,SES,1.2352020740509033,"96 5129.512695 97 5129.512695 98 5659.788574 99 9696.218750 100 5445.730957 101 12161.408203 102 3713.023438 103 3778.468262 104 3718.922852 105 5510.176270 106 5478.836426 107 3880.890381 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,ISS,SARIMAX,0.8716630935668945,"96 7713.601074 97 7679.080566 98 7759.722168 99 13595.965820 100 12220.422852 101 11437.485352 102 8913.668945 103 10255.002930 104 8680.937500 105 7622.249023 106 11770.098633 107 10437.373047 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,ITBI,XGBoost,1.2417340278625488,"96 17742.484375 97 21867.566406 98 9083.422852 99 8197.312500 100 17859.511719 101 9102.359375 102 7659.533691 103 10989.056641 104 7673.198730 105 17859.679688 106 9528.025391 107 9528.025391 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,IRRF,XGBoost,1.130317211151123,"96 65286.796875 97 65286.796875 98 65286.796875 99 65286.796875 100 65286.796875 101 65286.796875 102 65286.796875 103 65286.796875 104 65286.796875 105 65286.796875 106 65286.796875 107 65286.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do FPM,SARIMAX,0.572941780090332,"96 1.811506e+06 97 1.809115e+06 98 1.024515e+06 99 1.811506e+06 100 1.809127e+06 101 1.809127e+06 102 1.809115e+06 103 1.808883e+06 104 1.694976e+06 105 1.016133e+06 106 1.809127e+06 107 1.809115e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ICMS,XGBoost,0.5674917697906494,"96 229879.203125 97 312211.468750 98 311724.468750 99 312214.906250 100 292673.281250 101 312214.906250 102 312214.906250 103 291037.968750 104 291038.187500 105 287172.906250 106 290430.250000 107 291315.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do IPVA,AR,1.0549702644348145,"95 54680.843750 96 54680.843750 97 68420.406250 98 66091.976562 99 47052.445312 100 43912.796875 101 68601.992188 102 68329.867188 103 70014.117188 104 69805.398438 105 69884.734375 106 54680.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Mauá - RS,Cota-Parte do ITR,SARIMAX,0.6654040813446045,"90 64.362732 91 65.538589 92 2705.581543 93 2705.496338 94 64.362732 95 68.863068 96 65.538589 97 68.863068 98 65.538589 99 2914.510010 100 2705.496338 101 68.863068 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,IPTU,MLP,1.76259446144104,"108 19651.728493 109 107542.065420 110 213934.541372 111 45510.457833 112 28934.840930 113 16241.128876 114 16274.814275 115 14255.375774 116 8935.989533 117 12222.777231 118 19760.356748 119 26668.952412 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,ISS,SARIMAX,0.8336391448974609,"108 64000.574219 109 62947.578125 110 64075.187500 111 62993.718750 112 64000.574219 113 63478.003906 114 64075.187500 115 64075.187500 116 61333.578125 117 61333.578125 118 64075.187500 119 61333.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,ITBI,XGBoost,1.174112319946289,"106 4674.969238 107 8610.463867 108 8838.179688 109 8151.044922 110 9492.632812 111 1732.266724 112 5706.975586 113 6284.169434 114 5061.503906 115 5001.280762 116 3538.970215 117 3041.556396 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,IRRF,SARIMAX,0.6119279861450195,"108 67811.601562 109 67811.601562 110 67815.203125 111 69852.460938 112 67815.218750 113 114959.515625 114 67811.601562 115 67811.601562 116 69852.460938 117 69852.460938 118 114959.515625 119 114959.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do FPM,HWES,0.6206386089324951,"108 1.229136e+06 109 1.893894e+06 110 1.075232e+06 111 1.144346e+06 112 1.229255e+06 113 1.254082e+06 114 1.229458e+06 115 1.075232e+06 116 1.076426e+06 117 9.360541e+05 118 1.229255e+06 119 1.893894e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do ICMS,HWES,0.6951947212219238,"108 691762.5000 109 645321.1875 110 639657.5000 111 710088.3125 112 785870.0625 113 705707.5000 114 710088.3125 115 761545.5625 116 761399.1250 117 751521.2500 118 705810.0000 119 751521.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do IPVA,AR,1.0568552017211914,"108 185839.625000 109 42681.398438 110 76015.609375 111 105980.109375 112 76015.609375 113 26362.738281 114 18955.871094 115 5873.608887 116 5879.040527 117 5747.468262 118 13394.811523 119 185839.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Cota-Parte do ITR,XGBoost,0.806936502456665,"102 301.193970 103 27.273975 104 -15.194342 105 -4.939834 106 4.896579 107 -4.431876 108 42.552666 109 -5.696738 110 890.751831 111 1453.667847 112 31.974401 113 -26.446377 Name: Valor, dtype: float64" Prefeitura Municipal de Progresso - RS,Transferencias LC 61_1989,HWES,0.7685680389404297,"108 5924.358398 109 5399.186523 110 6043.230957 111 6046.851074 112 6114.113281 113 6004.208496 114 6223.147461 115 5686.947266 116 7264.631348 117 6025.250977 118 6029.612305 119 6780.326172 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,IPTU,AR,0.7404441833496094,"100 43802.367188 101 39539.554688 102 294310.156250 103 888211.312500 104 231415.984375 105 241790.546875 106 241759.312500 107 242675.750000 108 46607.257812 109 38037.601562 110 36875.109375 111 44913.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,ISS,SES,0.5652801990509033,"100 111256.460938 101 111335.250000 102 112998.367188 103 112764.070312 104 114567.312500 105 111970.234375 106 111255.828125 107 111255.828125 108 112997.625000 109 109883.640625 110 114567.312500 111 109883.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,ITBI,MLP,1.4677605628967285,"100 46182.792836 101 50639.175125 102 63360.621896 103 49132.006805 104 56337.241190 105 51087.926197 106 56687.453441 107 59403.255193 108 62350.250132 109 52483.315423 110 53063.495148 111 47097.544062 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,IRRF,XGBoost,1.3858916759490967,"100 192381.187500 101 145582.546875 102 145580.812500 103 145582.546875 104 145326.062500 105 145580.812500 106 145580.812500 107 145580.812500 108 145326.062500 109 145582.546875 110 145580.812500 111 192381.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do FPM,SARIMAX,0.5912415981292725,"100 1699410.625 101 1893768.625 102 1699410.625 103 1739085.875 104 1783281.750 105 1783346.250 106 1893768.625 107 1699410.625 108 1699410.625 109 1699382.500 110 1783281.750 111 1893769.125 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ICMS,SARIMAX,0.5364675521850586,"100 1170820.750 101 1188857.750 102 1170162.250 103 1184911.875 104 1175807.500 105 1184101.500 106 1184911.875 107 1239625.750 108 1251285.250 109 1184911.875 110 1175807.500 111 1175807.500 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do IPVA,AR,0.9104592800140381,"100 341517.062500 101 254628.125000 102 143196.750000 103 282006.125000 104 143207.718750 105 119178.257812 106 85682.859375 107 85682.859375 108 66273.414062 109 89305.835938 110 67880.343750 111 461631.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Tuparendi - RS,Cota-Parte do ITR,MLP,2.0458459854125977,"98 1145.193410 99 1289.526712 100 1267.567144 101 1441.595246 102 1472.214162 103 1655.565463 104 1695.648260 105 2051.646141 106 12516.531939 107 12973.192291 108 2148.471740 109 1912.869348 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,IPTU,XGBoost,1.017153024673462,"105 -2855.486328 106 -4674.990234 107 37731.011719 108 153003.390625 109 174211.843750 110 156042.078125 111 52092.207031 112 52092.207031 113 22632.958984 114 32203.716797 115 23421.722656 116 29069.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,ISS,XGBoost,0.917527437210083,"108 77689.093750 109 93874.992188 110 83679.773438 111 83798.789062 112 83976.648438 113 83901.351562 114 82971.039062 115 90666.820312 116 91623.734375 117 91623.734375 118 92485.070312 119 90666.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,ITBI,XGBoost,1.382582664489746,"108 20638.132812 109 23014.730469 110 20594.246094 111 24542.814453 112 13512.715820 113 19437.990234 114 17610.285156 115 13670.698242 116 19809.583984 117 13442.466797 118 12555.505859 119 33346.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,IRRF,XGBoost,0.5222592353820801,"108 119614.078125 109 114960.156250 110 113269.273438 111 124255.882812 112 113239.765625 113 113269.273438 114 113269.273438 115 124255.882812 116 124255.882812 117 113269.273438 118 124255.882812 119 124255.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do FPM,HWES,0.6152398586273193,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ICMS,HWES,0.5552434921264648,"108 1216769.750 109 1147294.625 110 1148861.125 111 1228944.500 112 1184835.375 113 1222586.375 114 1214669.500 115 1228944.500 116 1228944.500 117 1184909.250 118 1222586.375 119 1184909.250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do IPVA,XGBoost,0.9280495643615723,"108 331233.406250 109 99862.882812 110 97906.335938 111 190613.203125 112 197757.312500 113 78918.882812 114 48899.234375 115 41938.734375 116 48899.234375 117 33319.992188 118 33089.324219 119 326020.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Cota-Parte do ITR,XGBoost,1.8242177963256836,"96 8962.821289 97 9885.074219 98 9881.342773 99 9884.592773 100 9879.497070 101 9879.497070 102 9889.915039 103 9873.703125 104 9853.008789 105 9853.008789 106 9873.703125 107 9853.008789 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Maria - RS,Transferencias LC 61_1989,HWES,0.7895324230194092,"108 9976.775391 109 9442.917969 110 9788.836914 111 9906.935547 112 10088.323242 113 9699.032227 114 10828.414062 115 10263.932617 116 10259.771484 117 11051.336914 118 10160.556641 119 10906.463867 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,IPTU,SARIMAX,0.957770824432373,"102 2026.472168 103 2232.426514 104 3724.471924 105 111245.335938 106 8919.544922 107 9641.530273 108 9641.530273 109 5057.425781 110 2393.120361 111 6132.840820 112 2897.301270 113 2266.015381 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,ISS,XGBoost,1.2958874702453613,"108 12928.219727 109 22633.167969 110 11090.564453 111 23126.957031 112 16363.704102 113 21753.880859 114 21292.033203 115 13595.575195 116 11145.066406 117 18067.384766 118 21460.464844 119 13698.823242 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,ITBI,XGBoost,1.080935001373291,"106 1599.857666 107 -1341.242554 108 -2491.149414 109 12990.783203 110 12315.671875 111 34573.324219 112 8906.800781 113 3328.349854 114 1852.962158 115 48.068462 116 -4642.559570 117 7500.644531 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,IRRF,SARIMAX,0.5987553596496582,"108 67775.804688 109 66741.015625 110 68953.132812 111 66741.015625 112 66741.015625 113 152773.515625 114 66741.015625 115 152773.515625 116 152773.515625 117 152773.515625 118 152773.515625 119 152773.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do FPM,HWES,0.6094977855682373,"108 1.307723e+06 109 1.894181e+06 110 1.018756e+06 111 1.160522e+06 112 1.309955e+06 113 1.301468e+06 114 1.309467e+06 115 1.018756e+06 116 1.018756e+06 117 9.938456e+05 118 1.309955e+06 119 1.894181e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ICMS,SARIMAX,0.69759202003479,"108 1.027654e+06 109 8.867151e+05 110 1.012002e+06 111 1.027857e+06 112 1.025839e+06 113 1.027654e+06 114 1.027720e+06 115 1.025839e+06 116 1.025839e+06 117 1.027857e+06 118 1.025839e+06 119 1.025839e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do IPVA,HWES,0.9750277996063232,"108 71789.523438 109 40278.601562 110 71256.312500 111 72074.796875 112 37319.550781 113 10620.441406 114 6386.888672 115 10620.441406 116 12605.586914 117 12605.586914 118 12856.409180 119 75721.914062 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Cota-Parte do ITR,MLP,1.2034883499145508,"86 29893.842063 87 31233.291553 88 27634.064398 89 33846.985702 90 41423.433112 91 50581.653648 92 61973.191505 93 75898.094151 94 91877.131021 95 105272.424250 96 115779.223115 97 141494.954912 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Ramada - RS,Transferencias LC 61_1989,HWES,0.6862742900848389,"108 8099.566895 109 8613.097656 110 8947.190430 111 8680.875977 112 9618.452148 113 8486.070312 114 8493.193359 115 9229.795898 116 9212.354492 117 8518.035156 118 8486.070312 119 8484.864258 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,IPTU,SARIMAX,2.180145740509033,"105 2121.362549 106 1814.181396 107 4954.106445 108 264444.531250 109 26492.839844 110 5889.299316 111 5204.917969 112 1911.247192 113 266.894806 114 -2234.819580 115 -1456.750854 116 -146.583862 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,ISS,XGBoost,0.6876873970031738,"108 179816.734375 109 179825.656250 110 179825.656250 111 179825.656250 112 179825.656250 113 179816.734375 114 179816.734375 115 179825.656250 116 179825.656250 117 179825.656250 118 179825.656250 119 179825.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,ITBI,HWES,1.0184025764465332,"108 24133.632812 109 23982.550781 110 23050.707031 111 14046.621094 112 15495.765625 113 21553.539062 114 15046.117188 115 19748.300781 116 23347.154297 117 16916.617188 118 15185.880859 119 9954.167969 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,IRRF,HWES,0.6685388088226318,"108 157590.781250 109 155855.796875 110 155855.796875 111 155855.796875 112 155855.796875 113 155855.796875 114 155855.796875 115 155855.796875 116 155855.796875 117 155855.796875 118 155855.796875 119 156057.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do FPM,HWES,0.6409409046173096,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ICMS,HWES,0.6813054084777832,"108 1.164871e+06 109 9.350333e+05 110 9.350346e+05 111 1.168522e+06 112 1.149225e+06 113 1.144281e+06 114 1.168475e+06 115 1.149225e+06 116 1.149225e+06 117 1.226144e+06 118 1.162913e+06 119 1.226144e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do IPVA,XGBoost,1.5387167930603027,"106 245137.234375 107 84678.179688 108 85141.109375 109 116300.898438 110 82459.367188 111 35754.644531 112 35728.132812 113 32430.501953 114 31000.748047 115 31000.748047 116 32433.884766 117 229021.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Cota-Parte do ITR,XGBoost,0.9340853691101074,"91 276.882935 92 843.475037 93 1724.522461 94 2430.077881 95 1146.370239 96 1186.745728 97 1108.867676 98 -0.942100 99 193.782303 100 922.259644 101 -354.386383 102 -336.462128 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Flores - RS,Transferencias LC 61_1989,AR,0.7981932163238525,"84 9276.047852 85 8907.703125 86 8532.247070 87 9031.645508 88 10293.037109 89 10515.662109 90 9767.750000 91 9144.205078 92 9949.998047 93 9405.581055 94 8618.964844 95 9707.776367 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,IPTU,AR,0.6980774402618408,"108 1.123746e+06 109 1.290244e+06 110 2.490160e+06 111 1.976842e+06 112 2.303783e+06 113 2.308799e+06 114 2.517217e+06 115 1.643091e+06 116 1.664136e+06 117 1.661614e+06 118 9.375261e+05 119 7.571581e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,ISS,XGBoost,0.8299210071563721,"108 1946006.625 109 1991379.125 110 1946006.625 111 2013930.375 112 2013930.375 113 2013930.375 114 2013930.375 115 2013930.375 116 1991379.125 117 2013930.375 118 1946006.625 119 2013930.375 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,ITBI,SES,0.717613935470581,"108 526295.18750 109 478400.28125 110 341346.75000 111 338345.31250 112 519074.12500 113 497358.37500 114 338345.31250 115 519074.12500 116 478400.28125 117 361965.00000 118 475891.50000 119 362720.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,IRRF,SARIMAX,1.431084394454956,"108 1171040.750 109 1280314.125 110 1312909.250 111 1312909.250 112 1312909.250 113 1312909.250 114 1312909.250 115 1280314.125 116 1280314.125 117 1312909.250 118 1312909.250 119 2098708.250 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do FPM,HWES,1.1599667072296143,"108 5542221.50 109 6726886.00 110 4520990.00 111 4911709.50 112 5229829.50 113 5542221.50 114 6726886.00 115 4520990.00 116 4501819.00 117 4152109.75 118 5229829.50 119 8206331.00 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ICMS,AR,0.5293221473693848,"108 6978277.5 109 5846041.5 110 6195888.0 111 6111490.0 112 6109964.0 113 6106529.0 114 6215950.0 115 6387669.0 116 6225218.0 117 6261714.5 118 6140320.0 119 6261714.5 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do IPVA,AR,1.0135383605957031,"108 2.532968e+06 109 9.159789e+05 110 1.359842e+06 111 2.532971e+06 112 2.512997e+06 113 4.449039e+05 114 4.498607e+05 115 2.844304e+05 116 1.384759e+05 117 7.073783e+04 118 9.364224e+04 119 2.504357e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Cota-Parte do ITR,XGBoost,1.250744342803955,"108 2918.118164 109 2840.657959 110 2782.583008 111 3177.654053 112 2675.957031 113 2705.317871 114 2874.909180 115 5198.122070 116 40602.238281 117 40992.195312 118 3376.849854 119 4795.149902 Name: Valor, dtype: float64" Prefeitura Municipal de Venâncio Aires - RS,Transferencias LC 61_1989,SES,0.5387585163116455,"108 75424.453125 109 54426.906250 110 56898.605469 111 48892.347656 112 55075.136719 113 56974.480469 114 54607.277344 115 56787.101562 116 56727.792969 117 41727.222656 118 54959.687500 119 55790.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,IPTU,AR,1.1023929119110107,"108 2.956910e+05 109 8.703004e+04 110 2.281508e+05 111 2.281508e+05 112 2.472362e+06 113 3.065635e+06 114 2.472362e+06 115 2.472362e+06 116 2.472362e+06 117 6.177992e+05 118 2.281508e+05 119 2.768213e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,ISS,XGBoost,0.6476800441741943,"108 1.042940e+06 109 1.044925e+06 110 1.041916e+06 111 1.041916e+06 112 1.041916e+06 113 1.042940e+06 114 1.042934e+06 115 1.042940e+06 116 1.042940e+06 117 1.042940e+06 118 1.042940e+06 119 1.042940e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,ITBI,XGBoost,1.0380661487579346,"108 259103.765625 109 233057.875000 110 255415.984375 111 209157.687500 112 235302.140625 113 226397.750000 114 244773.734375 115 202984.281250 116 229184.593750 117 255023.187500 118 208052.625000 119 225218.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,IRRF,MLP,0.6007061004638672,"108 467894.890619 109 461260.771614 110 479001.332131 111 472381.672710 112 494832.149693 113 470134.505182 114 467352.071526 115 472425.678100 116 472157.653717 117 476522.244291 118 485677.219443 119 633511.522487 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do FPM,HWES,0.6425821781158447,"108 2865598.00 109 4419026.50 110 2425803.50 111 2672868.75 112 2868775.75 113 2913538.00 114 2868775.75 115 2425803.50 116 2425805.25 117 2306707.50 118 2868775.75 119 4419026.50 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ICMS,HWES,0.5571765899658203,"108 2323849.250 109 2111931.750 110 1960787.750 111 2061022.875 112 2632738.500 113 2092393.875 114 1971512.500 115 2138180.250 116 2138180.250 117 2537165.250 118 2375592.250 119 2555929.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do IPVA,XGBoost,1.05708909034729,"108 1.258978e+06 109 4.918936e+05 110 4.478342e+05 111 1.583802e+06 112 9.565926e+05 113 3.427864e+05 114 2.342958e+05 115 1.264798e+05 116 1.209591e+05 117 1.208797e+05 118 1.009478e+05 119 1.258978e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Cota-Parte do ITR,AR,1.2905709743499756,"103 289.028778 104 397.449738 105 387.349976 106 -43.653828 107 1368.858887 108 -37.939571 109 3810.387939 110 3128.212646 111 21294.431641 112 22149.408203 113 10727.621094 114 10732.299805 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Prata - RS,Transferencias LC 61_1989,XGBoost,1.0466530323028564,"84 19347.978516 85 20628.822266 86 23097.507812 87 24650.814453 88 24522.277344 89 23086.416016 90 23456.843750 91 23445.111328 92 23445.328125 93 22388.957031 94 23259.423828 95 23402.550781 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,IPTU,MLP,1.0564584732055664,"108 1.068982e+06 109 1.435417e+06 110 1.865829e+06 111 2.092584e+06 112 3.305752e+06 113 1.933807e+07 114 4.130017e+06 115 4.071928e+06 116 3.815492e+06 117 4.031309e+06 118 3.708318e+06 119 1.441382e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,ISS,MLP,0.6898059844970703,"108 5.248923e+06 109 4.908558e+06 110 5.279294e+06 111 5.440424e+06 112 5.272597e+06 113 5.505314e+06 114 5.570879e+06 115 5.739573e+06 116 5.667529e+06 117 5.719601e+06 118 5.644081e+06 119 5.903877e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,ITBI,MLP,0.5417673587799072,"108 1.226229e+06 109 1.140602e+06 110 1.211501e+06 111 1.179095e+06 112 1.479665e+06 113 1.233552e+06 114 1.323196e+06 115 1.335783e+06 116 1.251373e+06 117 1.243587e+06 118 1.251527e+06 119 1.289131e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,IRRF,SARIMAX,1.4836368560791016,"108 3355173.75 109 3355158.50 110 3355158.50 111 3355158.50 112 3355158.50 113 3355158.50 114 3355158.50 115 3355158.50 116 3355158.50 117 3355158.50 118 3355173.75 119 3355158.50 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do FPM,HWES,0.626028299331665,"108 6603350.5 109 10100099.0 110 5728900.5 111 6107584.5 112 6619645.0 113 6819106.5 114 6618099.0 115 5728900.5 116 5728869.5 117 4997500.0 118 6619645.0 119 10100099.0 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do ICMS,HWES,0.6509153842926025,"108 9097212.0 109 7688555.0 110 8691577.0 111 9327857.0 112 9786567.0 113 8858988.0 114 9327754.0 115 9466219.0 116 9466219.0 117 9478309.0 118 9100024.0 119 9478489.0 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do IPVA,AR,0.8424451351165771,"108 5.909415e+06 109 2.197512e+06 110 2.551964e+06 111 4.705058e+06 112 3.411103e+06 113 2.204505e+06 114 1.274639e+06 115 6.675821e+05 116 5.921020e+05 117 4.320365e+05 118 3.174104e+05 119 5.909415e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Cota-Parte do ITR,MLP,1.3826944828033447,"107 3938.534228 108 4691.986219 109 4406.534800 110 5525.128937 111 5683.874811 112 5587.468105 113 6010.193987 114 7089.884569 115 37492.740679 116 80970.095785 117 9027.424557 118 10985.584936 Name: Valor, dtype: float64" Prefeitura Municipal de Erechim - RS,Transferencias LC 61_1989,HWES,0.5003087520599365,"108 55801.101562 109 66621.500000 110 77974.859375 111 78159.265625 112 72436.625000 113 96017.890625 114 84153.882812 115 83148.148438 116 78991.367188 117 81744.671875 118 83141.101562 119 80381.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,IPTU,SES,1.0918476581573486,"102 11529.342773 103 56715.878906 104 25362.763672 105 5590.633301 106 39159.855469 107 3910.514648 108 -1011.697571 109 -801.598633 110 -5837.446289 111 -5448.663086 112 -5448.663086 113 -5839.332031 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,ISS,XGBoost,1.6316969394683838,"108 27451.462891 109 27161.626953 110 27006.382812 111 27006.845703 112 27262.384766 113 27006.845703 114 27006.880859 115 27006.880859 116 27006.880859 117 25159.212891 118 27006.417969 119 26730.673828 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,ITBI,XGBoost,0.7079379558563232,"102 7480.106445 103 9939.293945 104 5363.955078 105 10073.927734 106 14200.164062 107 9170.032227 108 8634.331055 109 11270.473633 110 11170.062500 111 11265.021484 112 10323.239258 113 10126.363281 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,IRRF,SARIMAX,0.5929446220397949,"108 100681.281250 109 57546.500000 110 100229.382812 111 100681.281250 112 100681.281250 113 100351.562500 114 100160.140625 115 100681.281250 116 102065.023438 117 100681.281250 118 102065.304688 119 102065.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do FPM,HWES,0.6075167655944824,"108 1.192684e+06 109 1.874507e+06 110 1.028684e+06 111 1.207093e+06 112 1.232941e+06 113 1.234460e+06 114 1.244554e+06 115 1.028684e+06 116 1.069383e+06 117 1.028688e+06 118 1.232941e+06 119 1.875386e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ICMS,HWES,0.5147202014923096,"108 775083.4375 109 727849.7500 110 705663.1875 111 776171.0000 112 804479.8125 113 775083.4375 114 775165.2500 115 776171.0000 116 776171.0000 117 804479.8125 118 775083.4375 119 804479.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do IPVA,AR,0.9276227951049805,"108 151249.328125 109 53427.984375 110 48802.074219 111 128945.289062 112 70738.382812 113 16452.806641 114 13039.919922 115 10575.196289 116 12742.059570 117 10740.093750 118 10740.100586 119 208659.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Cota-Parte do ITR,XGBoost,0.9309666156768799,"96 447.196991 97 1473.334717 98 -341.593903 99 1752.001099 100 1.779083 101 -354.149292 102 -433.073273 103 -1614.483643 104 1967.717407 105 6814.375000 106 -1334.711182 107 -1218.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Fagundes Varela - RS,Transferencias LC 61_1989,MLP,1.4668629169464111,"96 6228.137572 97 6148.079567 98 6315.510028 99 6417.876904 100 6458.541590 101 6537.057335 102 6566.392794 103 6582.925514 104 6680.989853 105 6761.442229 106 6564.355995 107 6684.719525 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,IPTU,XGBoost,1.335796594619751,"105 3514.513428 106 1893.889038 107 4977.687988 108 6264.776855 109 8267.782227 110 4165.310547 111 1230.274292 112 352.896210 113 23.881834 114 -486.100067 115 628.728088 116 -66.806740 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,ISS,SES,0.9687759876251221,"108 19634.703125 109 7385.895996 110 16082.596680 111 21677.890625 112 24882.169922 113 20632.826172 114 38472.660156 115 34977.179688 116 38889.062500 117 35619.148438 118 34123.515625 119 33611.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,ITBI,SES,1.0136339664459229,"105 169.099869 106 2940.791748 107 5090.049805 108 1376.276489 109 6011.663086 110 4837.034180 111 2096.057861 112 3420.085938 113 -185.734528 114 -740.095032 115 -211.883606 116 -959.604004 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,IRRF,XGBoost,1.1548371315002441,"108 120440.328125 109 120440.328125 110 120440.328125 111 120440.328125 112 120440.328125 113 120440.328125 114 120440.328125 115 120440.328125 116 120440.328125 117 120440.328125 118 120440.328125 119 120440.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do FPM,SARIMAX,0.6517691612243652,"108 1844662.875 109 1893407.500 110 1630179.375 111 1623449.625 112 1844662.875 113 1845349.375 114 1893768.625 115 1630179.375 116 1630179.375 117 1586405.000 118 1844662.875 119 1893407.500 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do ICMS,HWES,0.6675820350646973,"108 651092.8125 109 566244.7500 110 647916.4375 111 605273.6875 112 591057.3750 113 619388.4375 114 610181.1250 115 631831.0625 116 631831.2500 117 610470.3125 118 619388.4375 119 610470.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do IPVA,SARIMAX,1.120858907699585,"107 43424.628906 108 56100.773438 109 19654.683594 110 23015.439453 111 22177.041016 112 7457.676270 113 9756.541992 114 -199.275345 115 4845.042480 116 4845.042480 117 3379.961182 118 22177.041016 Name: Valor, dtype: float64" Prefeitura Municipal de Rolador - RS,Cota-Parte do ITR,XGBoost,1.1949355602264404,"105 496.728943 106 458.733368 107 490.352386 108 445.670746 109 576.777710 110 576.777710 111 674.652161 112 445.670746 113 470.413452 114 1952.852905 115 1335.376587 116 -595.747131 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,IPTU,XGBoost,0.9620323181152344,"88 8362.108398 89 3912.428711 90 2476.300537 91 2518.052246 92 2273.617432 93 50988.671875 94 5292.893066 95 1990.508789 96 2523.899658 97 717.777222 98 6138.625488 99 2224.293457 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,ISS,MLP,1.1475770473480225,"108 6080.612003 109 1718.353437 110 2685.077036 111 3112.473518 112 3542.081506 113 2044.635738 114 1597.679454 115 2494.973025 116 1625.576894 117 1907.378443 118 2523.811927 119 2119.190560 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,ITBI,AR,0.8651947975158691,"99 1623.140015 100 3455.127197 101 2981.732910 102 1658.199707 103 6642.745117 104 1202.060059 105 7146.289062 106 6690.568848 107 7404.417969 108 4061.807617 109 3713.714355 110 2230.249268 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,IRRF,XGBoost,1.269068717956543,"107 67514.75000 108 71203.78125 109 71203.78125 110 67514.75000 111 71203.78125 112 71203.78125 113 67514.75000 114 71203.78125 115 67514.75000 116 71203.78125 117 71203.78125 118 71203.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do FPM,HWES,0.6132493019104004,"108 1240240.500 109 1894003.000 110 1131354.125 111 1157972.500 112 1240561.250 113 1257973.125 114 1243515.750 115 1131354.125 116 1136354.750 117 949181.750 118 1240561.250 119 1894003.000 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ICMS,HWES,1.2086222171783447,"108 384869.31250 109 353929.34375 110 378618.25000 111 383379.90625 112 394260.21875 113 385222.21875 114 406424.09375 115 394439.53125 116 394439.53125 117 396228.87500 118 383379.90625 119 390900.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0650031566619873,"106 46754.070312 107 27247.992188 108 26054.406250 109 46822.683594 110 46546.386719 111 17596.445312 112 15586.556641 113 3325.887451 114 107.271294 115 1958.374512 116 37331.238281 117 47051.402344 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Cota-Parte do ITR,XGBoost,0.7730369567871094,"67 71.438995 68 806.212097 69 133.103546 70 144.426025 71 752.120544 72 128.913589 73 129.398819 74 1248.507080 75 1288.854370 76 1287.061768 77 1248.482788 78 712.368530 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Bonita do Sul - RS,Transferencias LC 61_1989,Prophet,0.760352611541748,"108 3438.420410 109 24989.285156 110 2916.299805 111 2968.869629 112 2965.444824 113 3397.542480 114 3332.289795 115 2965.444824 116 2965.444824 117 3388.190430 118 2916.299805 119 3473.906006 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,IPTU,XGBoost,1.0018188953399658,"103 4.501825e+04 104 9.944178e+04 105 1.005909e+06 106 5.297593e+06 107 1.593450e+06 108 2.485303e+06 109 1.058174e+06 110 1.089847e+06 111 1.021967e+06 112 1.036038e+06 113 1.089847e+06 114 1.023210e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,ISS,MLP,0.725597620010376,"108 1.177884e+06 109 1.107927e+06 110 1.186259e+06 111 1.187623e+06 112 1.228262e+06 113 1.217819e+06 114 1.259735e+06 115 1.231334e+06 116 1.271476e+06 117 1.239030e+06 118 1.236754e+06 119 1.322009e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,ITBI,HWES,0.9401636123657227,"108 240530.390625 109 322107.750000 110 322107.750000 111 303998.062500 112 426885.156250 113 181679.296875 114 304173.781250 115 421400.250000 116 389232.843750 117 421540.125000 118 422236.906250 119 348734.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,IRRF,SARIMAX,0.6734733581542969,"108 4.910633e+05 109 5.246846e+05 110 5.500602e+05 111 5.500602e+05 112 5.500602e+05 113 5.500602e+05 114 5.337574e+05 115 5.500602e+05 116 5.246846e+05 117 5.246846e+05 118 5.500602e+05 119 1.142456e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do FPM,HWES,0.5686125755310059,"108 3312923.00 109 5054804.50 110 2799017.25 111 3090315.25 112 3320370.00 113 3358792.00 114 3327784.00 115 2789973.50 116 2791374.75 117 2681492.25 118 3320370.00 119 5054804.50 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ICMS,HWES,0.5207710266113281,"108 5540036.5 109 5207221.5 110 5257113.0 111 5621785.0 112 5866132.5 113 6073738.0 114 5731801.0 115 5791968.0 116 5791968.0 117 5583015.0 118 5702660.0 119 5583015.0 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do IPVA,AR,0.945441484451294,"108 1.702138e+06 109 6.257158e+05 110 6.630388e+05 111 2.077700e+06 112 1.083655e+06 113 5.227013e+05 114 3.689769e+05 115 2.402454e+05 116 1.763475e+05 117 1.700153e+05 118 2.000344e+04 119 2.627573e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Cota-Parte do ITR,SARIMAX,1.0235190391540527,"36 27516.964844 37 6121.573242 38 22675.679688 39 8878.262695 40 22675.679688 41 27378.812500 42 22675.679688 43 22675.679688 44 74357.750000 45 168762.187500 46 11408.865234 47 11414.416016 Name: Valor, dtype: float64" Prefeitura Municipal de Flores da Cunha - RS,Transferencias LC 61_1989,HWES,0.5613758563995361,"108 46920.515625 109 45426.835938 110 47175.671875 111 44958.214844 112 44772.675781 113 49873.226562 114 47942.675781 115 41524.894531 116 45100.945312 117 47922.062500 118 44475.812500 119 48460.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,IPTU,MLP,1.286437749862671,"108 26288.100333 109 45185.559009 110 158101.119508 111 601144.298907 112 63070.894423 113 65359.858963 114 60214.173801 115 69761.300490 116 61583.855752 117 41674.227830 118 54319.553923 119 76293.209890 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,ISS,SARIMAX,1.080651044845581,"108 78967.648438 109 79040.039062 110 79040.039062 111 76884.023438 112 78967.648438 113 78923.117188 114 76884.023438 115 76884.023438 116 76884.023438 117 76884.023438 118 78967.648438 119 76884.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,ITBI,SARIMAX,0.6057689189910889,"108 37094.207031 109 37843.000000 110 28190.763672 111 42062.804688 112 28145.705078 113 28645.613281 114 30383.472656 115 37099.402344 116 44840.835938 117 36599.433594 118 38461.804688 119 57505.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,IRRF,SARIMAX,0.5728921890258789,"108 245612.218750 109 245241.140625 110 245020.265625 111 245020.265625 112 245060.671875 113 245020.265625 114 245612.218750 115 245020.265625 116 245020.265625 117 245241.140625 118 245241.140625 119 245612.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do FPM,MLP,0.7124917507171631,"108 1.570085e+06 109 1.959507e+06 110 1.549926e+06 111 1.651420e+06 112 1.739902e+06 113 1.690687e+06 114 2.002984e+06 115 1.581154e+06 116 1.604338e+06 117 1.568023e+06 118 1.762632e+06 119 2.235583e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ICMS,HWES,0.7485017776489258,"108 1507719.500 109 1507049.375 110 1507068.375 111 1505771.375 112 1515673.750 113 1514882.000 114 1508842.375 115 1508841.750 116 1508841.750 117 1508841.750 118 1515673.750 119 1508682.750 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do IPVA,HWES,1.0112335681915283,"108 392464.406250 109 182379.718750 110 331577.218750 111 390306.531250 112 389013.718750 113 77824.710938 114 89023.640625 115 38766.343750 116 79490.117188 117 38766.371094 118 79490.117188 119 334785.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Xavier - RS,Cota-Parte do ITR,XGBoost,1.4941513538360596,"108 805.353638 109 657.799316 110 801.082886 111 822.669373 112 720.980896 113 2942.338135 114 803.635376 115 2944.966309 116 24532.685547 117 24532.685547 118 765.270020 119 805.433960 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,IPTU,SARIMAX,1.2954134941101074,"85 -699.016296 86 2941.679443 87 2135.230713 88 138.927750 89 666.593506 90 36412.199219 91 1442.453857 92 2190.431885 93 14414.630859 94 1517.207520 95 579.809387 96 561.719604 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,ISS,SARIMAX,0.9606738090515137,"108 57176.113281 109 61321.378906 110 60946.285156 111 57801.710938 112 59369.742188 113 60710.730469 114 60415.281250 115 60485.195312 116 61321.378906 117 60485.195312 118 60444.855469 119 60946.285156 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,ITBI,MLP,0.933673620223999,"78 29888.501075 79 30176.450499 80 32782.842446 81 35620.875619 82 38613.732577 83 40923.318716 84 39027.088735 85 34635.634602 86 35766.802326 87 35492.401321 88 32547.876831 89 34876.936842 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,IRRF,Prophet,1.2015025615692139,"108 6897.323730 109 7410.259766 110 99032.367188 111 14851.990234 112 99025.953125 113 14851.990234 114 14851.990234 115 14736.879883 116 14860.035156 117 14859.661133 118 14859.661133 119 84924.625000 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do FPM,HWES,0.9130349159240723,"108 1.308332e+06 109 1.893976e+06 110 1.069927e+06 111 1.208923e+06 112 1.308540e+06 113 1.399645e+06 114 1.308540e+06 115 1.069927e+06 116 1.069927e+06 117 9.987733e+05 118 1.308540e+06 119 1.893976e+06 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ICMS,HWES,0.6020538806915283,"108 519371.1875 109 535779.9375 110 535525.0625 111 593616.8750 112 601356.0625 113 557367.1250 114 599948.8125 115 599948.8125 116 599948.8125 117 601356.0625 118 536476.4375 119 601355.6875 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do IPVA,HWES,1.1209611892700195,"106 25425.087891 107 19577.414062 108 22491.869141 109 24639.869141 110 23922.597656 111 13080.214844 112 7083.088379 113 6058.603516 114 7229.378906 115 4202.802734 116 5435.930176 117 23979.246094 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Cota-Parte do ITR,MLP,1.4005377292633057,"101 21949.097477 102 25626.637496 103 31593.552329 104 39135.042734 105 48335.460329 106 59451.304327 107 73407.906883 108 90843.040799 109 124520.780661 110 207900.644726 111 147524.233634 112 178073.621201 Name: Valor, dtype: float64" Prefeitura Municipal de André da Rocha - RS,Transferencias LC 61_1989,HWES,0.7006661891937256,"72 2632.413330 73 4067.224365 74 4402.711914 75 4843.746582 76 4828.405273 77 5327.681152 78 4453.965820 79 4610.714355 80 4924.056641 81 2560.019775 82 4593.277832 83 2706.172119 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,IPTU,SES,0.8638455867767334,"68 34578.796875 69 7663.263672 70 11632.663086 71 12325.372070 72 7302.037598 73 21623.531250 74 3859.109863 75 9502.958984 76 8836.181641 77 8836.254883 78 -2188.755371 79 -1915.385986 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,ISS,XGBoost,1.220818281173706,"108 26383.216797 109 26383.216797 110 107187.320312 111 26833.851562 112 106617.281250 113 106617.281250 114 26383.216797 115 124623.828125 116 107784.468750 117 80245.882812 118 80693.585938 119 80693.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,ITBI,SARIMAX,0.8348371982574463,"90 8012.999023 91 11922.934570 92 17474.232422 93 23050.642578 94 10824.040039 95 21042.515625 96 10491.871094 97 21229.429688 98 10649.116211 99 10491.871094 100 10388.348633 101 9591.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,IRRF,MLP,0.9858028888702393,"108 24245.672228 109 65961.950315 110 61319.204416 111 63977.645338 112 69246.472935 113 60475.433804 114 59813.769925 115 65239.966831 116 64009.004241 117 70651.315848 118 66771.129112 119 142410.513223 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do FPM,HWES,0.6377863883972168,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do ICMS,HWES,0.6861457824707031,"108 462349.65625 109 411754.28125 110 384855.37500 111 386365.87500 112 457426.09375 113 400962.03125 114 401662.68750 115 467565.21875 116 477075.56250 117 488757.75000 118 408068.21875 119 485737.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do IPVA,MLP,0.998619794845581,"105 129030.240485 106 36371.183302 107 48103.024978 108 60271.478686 109 54777.164749 110 33390.054038 111 34535.483258 112 35248.663584 113 27964.235652 114 28854.376751 115 31181.366030 116 131582.330651 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Cota-Parte do ITR,SARIMAX,0.6636106967926025,"93 326.528778 94 163.034958 95 419.586731 96 163.305771 97 163.305771 98 695.854980 99 402.716461 100 218.069336 101 2994.342773 102 3020.687256 103 275.318634 104 314.222137 Name: Valor, dtype: float64" Prefeitura Municipal de Montauri - RS,Transferencias LC 61_1989,HWES,1.0117967128753662,"108 77433.304688 109 77671.937500 110 77766.828125 111 77740.046875 112 77785.820312 113 77902.992188 114 77880.390625 115 77684.890625 116 77785.585938 117 77633.828125 118 77870.968750 119 77547.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,IPTU,AR,0.9996850490570068,"103 37809.683594 104 41918.128906 105 43324.343750 106 43324.343750 107 42423.535156 108 43799.269531 109 42818.421875 110 42814.980469 111 15336.816406 112 17491.566406 113 22254.386719 114 19516.894531 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,ISS,SARIMAX,0.7591309547424316,"108 58668.648438 109 43182.097656 110 58741.960938 111 42513.585938 112 58735.621094 113 58735.621094 114 58668.648438 115 58668.648438 116 58735.621094 117 58668.648438 118 58668.648438 119 58735.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,ITBI,SARIMAX,1.2842659950256348,"108 30773.078125 109 41458.062500 110 27925.496094 111 22187.765625 112 402049.875000 113 399437.468750 114 402026.812500 115 401633.062500 116 401633.062500 117 402026.812500 118 399437.468750 119 399477.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,IRRF,XGBoost,0.5543196201324463,"108 73037.507812 109 83017.335938 110 79406.359375 111 79406.359375 112 79406.570312 113 77153.726562 114 77624.828125 115 79406.570312 116 79406.570312 117 79406.359375 118 83017.335938 119 136710.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do FPM,HWES,0.6995279788970947,"108 1.302999e+06 109 1.894614e+06 110 1.060583e+06 111 1.151318e+06 112 1.303895e+06 113 1.260313e+06 114 1.303895e+06 115 1.060583e+06 116 1.060583e+06 117 9.282886e+05 118 1.303895e+06 119 1.894614e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do ICMS,HWES,0.7021801471710205,"108 9.869149e+05 109 9.713351e+05 110 9.547683e+05 111 1.084468e+06 112 1.147731e+06 113 1.094180e+06 114 1.084468e+06 115 1.144072e+06 116 1.144072e+06 117 1.124632e+06 118 1.094180e+06 119 1.124632e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do IPVA,XGBoost,0.8814616203308105,"108 237230.546875 109 39312.351562 110 100925.976562 111 118603.414062 112 49740.113281 113 35106.882812 114 12668.734375 115 14825.803711 116 53796.269531 117 53907.226562 118 149593.484375 119 237358.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Cota-Parte do ITR,XGBoost,1.9411890506744385,"96 4148.353027 97 4318.743164 98 4142.428711 99 4049.081787 100 4005.571045 101 4005.733643 102 2343.787354 103 2343.787354 104 342.761810 105 1863.068481 106 3362.788330 107 166.306671 Name: Valor, dtype: float64" Prefeitura Municipal de Rondinha - RS,Transferencias LC 61_1989,XGBoost,0.6259887218475342,"96 11656.777344 97 8323.114258 98 8075.170410 99 7787.647949 100 7651.591797 101 7453.287598 102 8224.097656 103 8783.620117 104 7477.986328 105 10216.474609 106 8357.245117 107 9065.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,IPTU,XGBoost,1.0462744235992432,"106 35268.328125 107 177372.078125 108 873194.187500 109 19551.367188 110 22988.423828 111 24365.585938 112 31186.181641 113 29845.703125 114 21593.042969 115 21958.902344 116 40865.621094 117 27470.591797 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,ISS,MLP,0.5679001808166504,"108 65088.498821 109 72161.699853 110 69709.265829 111 68199.130063 112 63687.672168 113 62662.453410 114 68188.229371 115 66616.106462 116 65257.423908 117 66941.946477 118 65539.746021 119 65409.096491 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,ITBI,SARIMAX,0.5158288478851318,"108 55130.878906 109 56760.914062 110 52848.671875 111 59869.171875 112 143382.734375 113 141931.046875 114 141930.984375 115 141930.984375 116 52969.339844 117 141931.046875 118 141930.984375 119 145032.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,IRRF,XGBoost,0.54897141456604,"108 105232.273438 109 105353.421875 110 105353.421875 111 105353.421875 112 105223.789062 113 105229.000000 114 105216.468750 115 105353.421875 116 105353.421875 117 105353.421875 118 105353.421875 119 105353.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do FPM,HWES,0.6267142295837402,"108 1.243611e+06 109 1.893791e+06 110 1.075983e+06 111 1.148770e+06 112 1.244309e+06 113 1.288028e+06 114 1.244309e+06 115 1.075983e+06 116 1.076004e+06 117 9.525442e+05 118 1.244309e+06 119 1.893791e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do ICMS,HWES,0.6230597496032715,"108 1221815.875 109 1184080.875 110 1179233.250 111 1243411.125 112 1230197.000 113 1221815.875 114 1240970.500 115 1269572.250 116 1266910.750 117 1230197.000 118 1155686.500 119 1230197.000 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do IPVA,SARIMAX,1.1508784294128418,"108 336512.218750 109 91068.781250 110 94984.390625 111 252058.828125 112 124985.148438 113 44047.359375 114 44048.847656 115 24897.458984 116 24897.458984 117 19542.933594 118 336268.718750 119 336536.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Cota-Parte do ITR,MLP,1.2711355686187744,"89 38816.628317 90 50340.150357 91 65406.815399 92 84960.130863 93 110331.756122 94 143301.439125 95 186124.532797 96 240301.027748 97 308714.436119 98 369936.048635 99 439589.301277 100 570929.141654 Name: Valor, dtype: float64" Prefeitura Municipal de Selbach - RS,Transferencias LC 61_1989,HWES,0.7111644744873047,"96 9546.200195 97 9073.184570 98 10554.516602 99 11381.356445 100 12259.428711 101 11179.443359 102 11161.393555 103 12148.110352 104 12152.256836 105 10639.085938 106 12283.074219 107 10551.666992 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,IPTU,SARIMAX,0.6706199645996094,"108 8.657116e+05 109 8.484068e+05 110 1.039664e+06 111 3.323144e+06 112 1.039664e+06 113 8.606795e+05 114 1.048969e+06 115 1.048969e+06 116 1.048969e+06 117 1.039664e+06 118 8.772740e+05 119 1.039664e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,ISS,SARIMAX,0.7731645107269287,"108 1389646.000 109 1389279.625 110 1391107.625 111 1385909.250 112 1390808.000 113 1391107.625 114 1391107.625 115 1391107.625 116 1391107.625 117 1391107.625 118 1390808.000 119 1391107.625 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,ITBI,XGBoost,1.1107897758483887,"108 311442.68750 109 297166.50000 110 311881.53125 111 291365.12500 112 303590.65625 113 309490.96875 114 311224.68750 115 315490.87500 116 254264.09375 117 295598.78125 118 301883.43750 119 297358.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,IRRF,XGBoost,0.5879137516021729,"108 645579.0625 109 617253.6875 110 987481.3750 111 987481.3750 112 987481.3750 113 987481.3750 114 645579.7500 115 987481.3750 116 645579.7500 117 987481.3750 118 987481.3750 119 987481.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do FPM,AR,0.6987178325653076,"108 4103939.00 109 5683108.00 110 3169308.00 111 3933321.25 112 4105740.00 113 4125206.75 114 4105740.00 115 3169308.00 116 3157376.50 117 2957082.00 118 4105740.00 119 5683108.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ICMS,HWES,0.5886275768280029,"108 3631059.25 109 3316745.25 110 3291556.00 111 3420578.75 112 3511032.00 113 3535510.00 114 3391671.50 115 3444018.50 116 3493551.50 117 3473158.25 118 3470217.50 119 3473158.25 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do IPVA,SARIMAX,1.1014409065246582,"108 1.217504e+06 109 6.382390e+05 110 9.646163e+05 111 1.209688e+06 112 1.376260e+06 113 5.701170e+05 114 4.803329e+05 115 2.604607e+05 116 2.604607e+05 117 2.222108e+05 118 6.519236e+04 119 1.123126e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Cota-Parte do ITR,MLP,1.2912077903747559,"107 100362.970779 108 48755.736774 109 52543.760804 110 58483.116393 111 67884.109445 112 77668.169938 113 85171.180881 114 83351.411081 115 137421.039453 116 523915.386876 117 219103.717662 118 244689.029389 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio da Patrulha - RS,Transferencias LC 61_1989,AR,0.42491626739501953,"48 28763.353516 49 32285.572266 50 28017.763672 51 30786.585938 52 27866.431641 53 33088.890625 54 31825.548828 55 27831.796875 56 31514.626953 57 28645.679688 58 27831.796875 59 28387.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,IPTU,HWES,1.3915221691131592,"96 417696.562500 97 517319.343750 98 487292.906250 99 133444.890625 100 161169.031250 101 127510.250000 102 134970.734375 103 128518.851562 104 69275.765625 105 130707.398438 106 58792.710938 107 69125.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,ISS,SARIMAX,0.5652198791503906,"96 148884.265625 97 145146.781250 98 148993.515625 99 144983.218750 100 145215.125000 101 145215.125000 102 145215.125000 103 148882.031250 104 145215.125000 105 145215.125000 106 145215.125000 107 145215.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,ITBI,MLP,0.6500515937805176,"96 69630.054511 97 78186.508178 98 78300.107144 99 87010.026336 100 76137.498572 101 98050.814774 102 79260.509670 103 81886.295073 104 89775.861211 105 86869.532533 106 89207.149688 107 82820.180345 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,IRRF,XGBoost,0.5786800384521484,"96 234981.890625 97 223439.453125 98 223439.453125 99 234981.890625 100 234981.890625 101 234981.890625 102 234981.890625 103 234981.890625 104 234981.890625 105 234981.890625 106 234981.890625 107 234981.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do FPM,AR,0.638709545135498,"96 1310053.750 97 2525025.250 98 1303745.000 99 1346392.125 100 1595204.500 101 1634636.125 102 2525025.250 103 1303745.000 104 1310053.750 105 1238047.500 106 1595204.500 107 2525025.250 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ICMS,HWES,0.4517228603363037,"96 1305187.750 97 1252739.875 98 1457271.125 99 1509475.750 100 1533723.125 101 1409817.875 102 1509475.750 103 1519768.250 104 1509475.750 105 1482530.625 106 1414334.125 107 1511092.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do IPVA,AR,1.2755887508392334,"96 242522.890625 97 448221.156250 98 367546.062500 99 408369.843750 100 408369.843750 101 263015.187500 102 262468.468750 103 390620.250000 104 392700.125000 105 379253.156250 106 214072.140625 107 214002.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Cota-Parte do ITR,HWES,1.1132712364196777,"58 72604.781250 59 6117.854492 60 6117.854492 61 6117.854492 62 6117.854492 63 6695.251953 64 4602.118164 65 6117.854492 66 97731.421875 67 747212.812500 68 51236.777344 69 51403.753906 Name: Valor, dtype: float64" Prefeitura Municipal de Ronda Alta - RS,Transferencias LC 61_1989,HWES,0.6097846031188965,"96 11596.529297 97 11714.555664 98 12405.353516 99 11227.254883 100 12354.059570 101 12428.681641 102 11434.870117 103 11508.041016 104 11130.583984 105 11567.856445 106 11969.829102 107 10524.983398 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,IPTU,HWES,1.5058214664459229,"108 25250.101562 109 105513.429688 110 25005.658203 111 24241.939453 112 25178.464844 113 24318.294922 114 23557.214844 115 20140.613281 116 15592.537109 117 15592.537109 118 21689.935547 119 25005.658203 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,ISS,XGBoost,1.1962006092071533,"108 29554.330078 109 29895.363281 110 29554.003906 111 29505.949219 112 29533.644531 113 29895.363281 114 29533.644531 115 29533.644531 116 29505.949219 117 29554.330078 118 29554.003906 119 29891.583984 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,ITBI,MLP,1.6434662342071533,"106 8430.449404 107 8597.069482 108 8164.905546 109 8111.983993 110 8254.283368 111 9564.642058 112 8959.714208 113 8519.799734 114 10041.618414 115 10205.449353 116 7951.142513 117 10583.690254 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,IRRF,SARIMAX,1.127474069595337,"108 7111.685547 109 9626.521484 110 8977.863281 111 72281.085938 112 31229.269531 113 10273.106445 114 72150.617188 115 72451.390625 116 10273.106445 117 9626.521484 118 10267.976562 119 72451.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do FPM,HWES,0.6474604606628418,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ICMS,HWES,0.5988154411315918,"108 500031.40625 109 500219.65625 110 498130.87500 111 528813.50000 112 528367.00000 113 504440.21875 114 528813.50000 115 528284.81250 116 528284.81250 117 528284.81250 118 528542.18750 119 526375.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do IPVA,AR,1.0037622451782227,"108 70626.531250 109 81879.640625 110 61074.792969 111 74420.742188 112 75138.726562 113 11640.926758 114 12416.528320 115 12416.029297 116 12738.366211 117 8007.942871 118 8005.333496 119 39993.558594 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Cota-Parte do ITR,XGBoost,0.7907915115356445,"91 55.689671 92 59.341072 93 579.649536 94 3082.418457 95 3148.106201 96 3159.708740 97 3178.854980 98 3155.970459 99 3153.482178 100 3150.909668 101 3159.708740 102 3150.795898 Name: Valor, dtype: float64" Prefeitura Municipal de Forquetinha - RS,Transferencias LC 61_1989,HWES,0.8612127304077148,"108 2999.790283 109 3138.135254 110 3391.328857 111 3245.204834 112 3379.010742 113 2882.047119 114 3494.982422 115 3356.753662 116 2783.392822 117 2484.510986 118 3459.372803 119 3313.778564 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,IPTU,AR,1.1527795791625977,"108 7584.132324 109 36536.613281 110 96823.820312 111 103466.445312 112 249268.312500 113 44906.089844 114 18269.365234 115 27026.035156 116 9431.657227 117 92205.992188 118 6396.159180 119 8215.244141 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,ISS,XGBoost,0.6626455783843994,"108 104834.664062 109 103952.257812 110 111321.109375 111 121921.695312 112 111321.109375 113 114036.664062 114 121921.695312 115 121921.695312 116 121921.695312 117 111321.109375 118 111321.109375 119 121921.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,ITBI,MLP,0.6791558265686035,"108 85160.746907 109 81503.439674 110 88755.130583 111 96274.554427 112 101084.473868 113 92050.546821 114 91765.900161 115 94624.930495 116 92989.455340 117 87377.141144 118 87521.071160 119 100352.856177 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,IRRF,HWES,0.5701785087585449,"108 123787.117188 109 119689.226562 110 129978.906250 111 129978.906250 112 206761.656250 113 120533.750000 114 124351.828125 115 129978.906250 116 124686.414062 117 129978.906250 118 206761.656250 119 206761.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do FPM,AR,0.6063566207885742,"108 1.241478e+06 109 1.894773e+06 110 1.109156e+06 111 1.151071e+06 112 1.242501e+06 113 1.268302e+06 114 1.242501e+06 115 1.109156e+06 116 1.116386e+06 117 9.459036e+05 118 1.242501e+06 119 1.894773e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do ICMS,HWES,0.6178543567657471,"108 1976005.875 109 1956542.000 110 1844734.125 111 2042885.125 112 2067702.750 113 2061563.500 114 2083618.250 115 2042917.250 116 2042917.250 117 2115623.000 118 2080408.000 119 2126472.000 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do IPVA,HWES,1.0858006477355957,"108 580679.875000 109 210303.562500 110 210303.562500 111 469707.062500 112 580679.875000 113 53440.300781 114 75500.867188 115 54119.132812 116 54119.132812 117 39391.652344 118 39093.417969 119 641280.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Chapada - RS,Cota-Parte do ITR,MLP,1.3616511821746826,"106 4.660764e+04 107 4.011191e+04 108 3.147331e+04 109 3.232391e+04 110 3.409706e+04 111 3.499497e+04 112 4.926118e+04 113 4.388750e+04 114 1.811743e+05 115 1.789767e+06 116 1.076541e+05 117 1.345814e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,IPTU,Prophet,0.9506590366363525,"87 3635.534424 88 5274.204590 89 4175.318848 90 12363.055664 91 64896.992188 92 73183.515625 93 136446.078125 94 43679.179688 95 25600.380859 96 -2211.906982 97 5002.208008 98 4054.373779 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,ISS,SARIMAX,0.9014859199523926,"96 90538.343750 97 89687.492188 98 89678.375000 99 105457.523438 100 92660.578125 101 92608.164062 102 92608.164062 103 89687.507812 104 92608.164062 105 105457.523438 106 92608.164062 107 105457.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,ITBI,AR,0.7618274688720703,"96 21707.234375 97 20796.638672 98 39532.886719 99 18064.560547 100 40037.992188 101 17123.433594 102 39688.621094 103 39532.886719 104 21274.246094 105 45883.105469 106 39688.621094 107 18631.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,IRRF,Prophet,0.7044272422790527,"96 202402.421875 97 200562.390625 98 202402.421875 99 202402.421875 100 200342.828125 101 202402.421875 102 201541.031250 103 202402.421875 104 200342.828125 105 203754.625000 106 202402.421875 107 203754.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do FPM,SARIMAX,0.6077446937561035,"96 1561174.875 97 1811506.625 98 1190927.125 99 1561174.875 100 1789194.625 101 1561174.875 102 1811506.625 103 1561174.875 104 1501115.750 105 1501146.750 106 1811342.250 107 1811506.625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ICMS,HWES,0.970750093460083,"96 832814.6875 97 971396.6875 98 978793.8750 99 970746.8750 100 978793.8750 101 897618.1250 102 970746.8750 103 970746.8750 104 897540.0625 105 897654.4375 106 897677.7500 107 979937.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do IPVA,MLP,1.0314717292785645,"96 227963.402196 97 101457.488850 98 124148.752372 99 241528.354894 100 165689.795629 101 68213.081405 102 72514.393264 103 70563.458876 104 65774.465667 105 68711.431650 106 67665.515093 107 430026.879097 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Cota-Parte do ITR,HWES,0.7525386810302734,"67 37.660660 68 40.704865 69 43.124813 70 40.703766 71 40.704865 72 49.645908 73 1628.591431 74 1061.971924 75 -51.985554 76 428.772858 77 201.647980 78 192.659668 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Araçá - RS,Transferencias LC 61_1989,AR,0.7120711803436279,"96 9754.696289 97 10085.164062 98 10272.200195 99 10031.948242 100 9883.646484 101 10498.060547 102 9408.832031 103 9153.939453 104 9161.709961 105 9673.926758 106 8959.813477 107 9137.866211 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,IPTU,HWES,1.1371886730194092,"108 39017.085938 109 39054.562500 110 80811.914062 111 239857.015625 112 99715.062500 113 13908.273438 114 15936.925781 115 19187.705078 116 19772.535156 117 26348.195312 118 16246.162109 119 26348.195312 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,ISS,Prophet,0.5507278442382812,"108 29726.542969 109 23134.162109 110 40023.113281 111 39755.976562 112 40050.839844 113 40023.113281 114 39326.847656 115 39933.750000 116 39933.750000 117 35513.816406 118 39595.203125 119 40023.113281 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,ITBI,XGBoost,1.2582383155822754,"108 39827.359375 109 29841.814453 110 38036.511719 111 39844.171875 112 36750.394531 113 38092.339844 114 38087.640625 115 37196.929688 116 38598.492188 117 27375.187500 118 38598.492188 119 38895.128906 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,IRRF,XGBoost,1.3905351161956787,"108 170217.390625 109 170217.390625 110 170217.390625 111 170217.390625 112 170217.390625 113 138991.343750 114 138991.343750 115 138991.343750 116 129752.171875 117 129750.914062 118 138991.343750 119 170217.390625 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do FPM,HWES,0.5686156749725342,"108 1647114.875 109 1893768.625 110 1622648.875 111 1691796.125 112 1710699.375 113 1710779.750 114 1893768.625 115 1647114.875 116 1647114.875 117 1622634.375 118 1710699.375 119 1894016.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ICMS,HWES,1.2582907676696777,"108 781900.6250 109 718901.2500 110 779662.4375 111 921698.3125 112 928908.5625 113 920069.3125 114 921698.3125 115 925780.5625 116 925780.5625 117 921007.6250 118 920069.3125 119 921007.6250 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do IPVA,AR,0.4909818172454834,"101 157843.015625 102 34752.800781 103 73650.335938 104 24046.617188 105 78914.078125 106 27717.037109 107 34294.195312 108 27323.824219 109 28766.330078 110 19954.824219 111 17874.888672 112 129795.500000 Name: Valor, dtype: float64" Prefeitura Municipal de São Paulo das Missões - RS,Cota-Parte do ITR,XGBoost,0.607170581817627,"103 127.824799 104 185.710815 105 181.294937 106 101.468559 107 123.515442 108 100.867470 109 181.169815 110 175.821289 111 2210.392578 112 2210.392578 113 178.489304 114 103.535492 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,IPTU,XGBoost,1.0333950519561768,"108 8510952.00 109 25671398.00 110 5048070.50 111 5062332.50 112 4855810.00 113 4891769.00 114 4855810.00 115 4888984.00 116 4891769.00 117 3326784.75 118 3329545.75 119 5831804.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,ISS,SARIMAX,0.5884559154510498,"108 10608329.0 109 10601089.0 110 10627679.0 111 10627679.0 112 10627679.0 113 10628453.0 114 10627679.0 115 10608329.0 116 10620478.0 117 10604632.0 118 10604632.0 119 10608329.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,ITBI,AR,0.6398377418518066,"108 2681569.25 109 2574357.25 110 2911826.25 111 3405910.25 112 2911972.75 113 2911826.75 114 2912092.75 115 3153191.25 116 2932339.75 117 2911972.75 118 3023919.25 119 2911972.75 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,IRRF,SARIMAX,1.1185033321380615,"108 12445092.0 109 10394016.0 110 10335726.0 111 10266750.0 112 10394016.0 113 10357782.0 114 10357782.0 115 10394016.0 116 10357782.0 117 11688995.0 118 12445092.0 119 11688995.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do FPM,HWES,0.7011573314666748,"108 9247824.0 109 20630996.0 110 8946673.0 111 10157008.0 112 9247824.0 113 11090261.0 114 9247824.0 115 8946673.0 116 9791468.0 117 8946673.0 118 7628666.5 119 20647498.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ICMS,HWES,0.5018911361694336,"108 14110186.0 109 12042236.0 110 12174294.0 111 13644457.0 112 14042361.0 113 12782683.0 114 13681410.0 115 13923603.0 116 13923603.0 117 14022932.0 118 14171028.0 119 13893660.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do IPVA,AR,1.014392375946045,"108 1.032354e+07 109 5.857618e+06 110 5.857618e+06 111 1.135410e+07 112 1.105006e+07 113 4.200096e+06 114 4.183850e+06 115 2.056007e+06 116 1.147086e+06 117 5.818918e+05 118 6.549922e+05 119 1.044045e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Cota-Parte do ITR,MLP,1.352440357208252,"107 2.067527e+05 108 1.180415e+05 109 1.335854e+05 110 1.347881e+05 111 1.861236e+05 112 1.666548e+05 113 1.933782e+05 114 2.087952e+05 115 4.410312e+05 116 1.752373e+06 117 5.181193e+05 118 5.063451e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Maria - RS,Transferencias LC 61_1989,HWES,0.5424666404724121,"108 109170.867188 109 128646.484375 110 103967.609375 111 111619.710938 112 112471.257812 113 117345.132812 114 119118.156250 115 114568.546875 116 104681.164062 117 120702.976562 118 109755.398438 119 115791.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,IPTU,AR,1.1241576671600342,"104 17024.009766 105 15012.359375 106 7728.891602 107 15872.580078 108 171414.687500 109 7255.875000 110 7141.688477 111 5959.104980 112 -5452.514648 113 -2537.966309 114 -2166.583008 115 -5475.762695 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,ISS,XGBoost,0.8334736824035645,"108 93342.085938 109 91492.195312 110 93342.085938 111 93342.085938 112 93342.085938 113 93342.085938 114 93342.085938 115 93342.085938 116 93342.085938 117 93342.085938 118 93342.085938 119 93342.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,ITBI,HWES,1.5110843181610107,"107 15325.330078 108 16028.882812 109 10245.546875 110 8819.702148 111 9318.676758 112 10359.576172 113 8140.744141 114 8996.952148 115 5964.833008 116 14529.275391 117 21079.964844 118 8122.242676 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,IRRF,XGBoost,0.7196218967437744,"108 229515.031250 109 232077.312500 110 221425.390625 111 232723.625000 112 232668.250000 113 232668.250000 114 232716.031250 115 232668.250000 116 232716.031250 117 232668.250000 118 232668.250000 119 232723.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do FPM,HWES,0.6178796291351318,"108 1353297.625 109 1893768.875 110 1081818.250 111 1189072.625 112 1353297.625 113 1308134.875 114 1353297.625 115 1081818.250 116 1108858.250 117 992226.375 118 1893768.875 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ICMS,HWES,0.5893073081970215,"108 1158830.625 109 1010304.500 110 1000963.750 111 1129325.500 112 1203493.750 113 1162073.875 114 1165909.375 115 1165557.375 116 1165557.375 117 1166235.750 118 1196203.375 119 1207596.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do IPVA,HWES,1.0886633396148682,"108 317544.406250 109 61820.792969 110 61958.800781 111 68397.687500 112 68311.953125 113 32247.050781 114 20894.357422 115 22596.529297 116 17465.357422 117 15275.824219 118 17648.029297 119 246788.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Cota-Parte do ITR,XGBoost,1.0102109909057617,"84 54.308529 85 189.110718 86 305.294617 87 838.600586 88 2613.450195 89 1791.864258 90 2257.083252 91 2448.130127 92 44.776585 93 39.328659 94 12.575714 95 13.182741 Name: Valor, dtype: float64" Prefeitura Municipal de Cândido Godói - RS,Transferencias LC 61_1989,SES,0.6860229969024658,"108 8825.158203 109 7125.271973 110 7691.335938 111 7398.193359 112 7438.229492 113 7562.724609 114 7793.533203 115 7662.678223 116 7687.147461 117 5535.034668 118 7562.513672 119 7628.259766 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,IPTU,AR,1.1209690570831299,"108 1.192279e+05 109 1.061099e+05 110 1.253356e+05 111 1.861335e+06 112 6.608012e+06 113 8.552034e+05 114 8.553789e+05 115 9.403852e+05 116 9.988883e+05 117 1.253356e+05 118 1.253356e+05 119 1.804037e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,ISS,MLP,0.5612516403198242,"108 1.331234e+06 109 1.337284e+06 110 1.323938e+06 111 1.257511e+06 112 1.286190e+06 113 1.250070e+06 114 1.329330e+06 115 1.329354e+06 116 1.327156e+06 117 1.368708e+06 118 1.357514e+06 119 1.334272e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,ITBI,MLP,0.7937173843383789,"108 319335.047190 109 296119.858845 110 326649.341099 111 318724.571178 112 347674.655033 113 354456.083091 114 317226.240542 115 357073.240330 116 327587.847317 117 358934.266488 118 403029.180162 119 442362.926379 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,IRRF,SARIMAX,0.566359281539917,"108 1700324.375 109 1700324.375 110 1700608.500 111 1700988.125 112 1700608.500 113 1700608.500 114 1700608.500 115 1700988.125 116 1700988.125 117 1700608.500 118 1700988.125 119 1700988.125 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do FPM,SARIMAX,0.6310911178588867,"102 5049672.5 103 5072447.5 104 5053658.5 105 5053658.5 106 5049637.5 107 5049672.5 108 5050049.5 109 5049672.5 110 5049672.5 111 5049672.5 112 5049637.5 113 5049672.5 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ICMS,HWES,0.575347900390625,"108 8607289.0 109 8562357.0 110 8498521.0 111 8606768.0 112 8586294.0 113 8640437.0 114 8460169.0 115 8583966.0 116 8583966.0 117 8586294.0 118 8540409.0 119 8586294.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do IPVA,SES,1.1637203693389893,"108 2.770937e+06 109 5.374628e+05 110 6.423613e+05 111 9.715486e+05 112 7.367077e+05 113 3.015416e+05 114 3.122527e+05 115 1.233675e+05 116 5.588998e+04 117 9.409712e+04 118 5.588998e+04 119 2.713346e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Cota-Parte do ITR,XGBoost,1.7199711799621582,"107 787.313599 108 604.074036 109 547.544128 110 577.079529 111 348.923767 112 408.076477 113 521.339294 114 370.754395 115 12239.877930 116 25528.261719 117 391.342712 118 269.738251 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Barbosa - RS,Transferencias LC 61_1989,HWES,0.5133600234985352,"108 66301.171875 109 64352.363281 110 62880.605469 111 77680.148438 112 73115.132812 113 76409.835938 114 73352.835938 115 72760.125000 116 73344.718750 117 51529.816406 118 62855.304688 119 76727.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,IPTU,SARIMAX,1.105268955230713,"108 8825.238281 109 5861.049316 110 59260.796875 111 5148.286621 112 5025.443359 113 3870.076904 114 3814.599121 115 3812.283936 116 8538.222656 117 5381.104004 118 9837.645508 119 5609.714844 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,ISS,XGBoost,0.8822212219238281,"108 13377.981445 109 9992.950195 110 10130.063477 111 11108.378906 112 9562.699219 113 13030.231445 114 14733.660156 115 11108.057617 116 9562.377930 117 13030.066406 118 13129.227539 119 12801.026367 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,ITBI,XGBoost,0.9566473960876465,"108 4222.572754 109 3133.187988 110 5262.631836 111 3123.208496 112 7375.090820 113 2589.608154 114 2569.479736 115 3300.872803 116 4802.242188 117 5179.789551 118 5054.846191 119 5272.746582 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,IRRF,AR,1.0403354167938232,"74 55370.703125 75 57515.171875 76 111294.671875 77 111294.671875 78 111294.671875 79 57515.171875 80 111294.671875 81 111294.671875 82 53696.257812 83 111294.671875 84 97322.281250 85 111294.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do FPM,HWES,0.7193868160247803,"108 1770667.750 109 2221813.250 110 1793958.750 111 1714300.750 112 2224707.000 113 1663804.625 114 2221813.250 115 1793958.750 116 1793958.750 117 1558701.750 118 1576350.375 119 2221813.250 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do ICMS,SES,0.5000178813934326,"108 417827.43750 109 399431.59375 110 382827.96875 111 421815.15625 112 385865.59375 113 446607.03125 114 421815.15625 115 455237.12500 116 421842.18750 117 421965.87500 118 454263.21875 119 446607.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do IPVA,SARIMAX,0.9881646633148193,"108 63565.765625 109 17718.240234 110 51109.261719 111 50746.824219 112 27588.111328 113 5960.391113 114 5963.937012 115 1756.585815 116 1239.935913 117 1239.935913 118 1604.311035 119 58798.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Pirapó - RS,Cota-Parte do ITR,MLP,1.3921847343444824,"100 8905.832792 101 6610.769087 102 7466.705762 103 7730.158907 104 8742.721194 105 9520.273141 106 10686.239822 107 12324.446397 108 21744.270482 109 42243.337032 110 16764.756670 111 19543.312620 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,IPTU,XGBoost,0.9709305763244629,"107 1.099122e+06 108 2.535826e+06 109 8.614101e+06 110 2.008812e+06 111 2.803505e+06 112 2.008812e+06 113 2.803505e+06 114 5.974885e+05 115 5.000700e+05 116 4.556688e+05 117 4.633672e+05 118 4.396203e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,ISS,XGBoost,0.6358745098114014,"108 2284371.75 109 2273125.50 110 2273125.50 111 2284371.75 112 2284371.75 113 2284371.75 114 2284371.75 115 2284371.75 116 2284371.75 117 2284371.75 118 2284371.75 119 2284371.75 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,ITBI,SARIMAX,0.623894214630127,"108 349038.81250 109 349038.81250 110 364460.06250 111 375371.78125 112 437561.96875 113 447348.25000 114 405998.43750 115 384946.56250 116 447348.25000 117 384966.56250 118 340236.15625 119 376482.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,IRRF,XGBoost,1.0602943897247314,"107 5.257738e+05 108 4.258388e+05 109 4.060069e+05 110 3.874050e+05 111 3.874050e+05 112 4.257835e+05 113 3.430604e+05 114 1.645492e+06 115 4.257835e+05 116 3.373770e+05 117 3.256115e+05 118 1.639495e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do FPM,AR,0.6074001789093018,"108 5537366.0 109 8205921.5 110 4580716.0 111 5181442.0 112 5982665.5 113 5537366.0 114 8205921.5 115 4029435.5 116 4580716.0 117 4626720.0 118 5982665.5 119 8205921.5 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ICMS,XGBoost,0.5178685188293457,"108 3424202.25 109 3163755.00 110 4752346.00 111 2842880.00 112 2958544.50 113 2980062.50 114 3005952.75 115 3061534.75 116 2842879.75 117 4123235.25 118 3234549.00 119 4123238.75 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do IPVA,SARIMAX,0.9439342021942139,"108 2.717243e+06 109 9.686583e+05 110 2.490177e+06 111 2.499970e+06 112 1.313558e+05 113 9.167603e+05 114 7.088462e+05 115 4.545309e+05 116 3.786485e+05 117 2.537583e+05 118 1.589504e+05 119 2.729107e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapiranga - RS,Cota-Parte do ITR,XGBoost,1.3081331253051758,"102 71.201843 103 95.166901 104 -29.965975 105 1099.624146 106 -37.061882 107 683.182495 108 3632.516602 109 86.439758 110 5133.491211 111 5185.446777 112 483.159912 113 101.131912 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,IPTU,AR,1.5494186878204346,"108 351.955292 109 530.748779 110 5058.888184 111 25038.132812 112 53243.843750 113 2151.561768 114 1472.113647 115 2757.000488 116 1756.130493 117 1652.235718 118 26443.582031 119 2757.000488 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,ISS,XGBoost,0.8869755268096924,"108 15688.425781 109 15679.418945 110 15776.160156 111 16614.175781 112 15819.384766 113 15619.065430 114 15619.065430 115 16614.291016 116 16614.175781 117 16614.175781 118 16430.181641 119 16430.181641 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,ITBI,SARIMAX,1.3926196098327637,"108 16407.648438 109 37540.648438 110 18622.101562 111 16389.128906 112 37540.648438 113 19039.691406 114 37459.058594 115 37540.648438 116 32680.800781 117 37553.359375 118 19039.691406 119 37459.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,IRRF,AR,1.7774174213409424,"108 116448.960938 109 118699.695312 110 118699.695312 111 118699.695312 112 115342.695312 113 118699.695312 114 115342.914062 115 115342.914062 116 115342.695312 117 118699.695312 118 118699.695312 119 118699.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do FPM,SARIMAX,0.5574154853820801,"108 1312058.125 109 1453592.875 110 1326118.250 111 1340894.250 112 1312058.125 113 1329239.250 114 1318243.000 115 1326607.500 116 1326607.500 117 984535.625 118 1453592.875 119 1312059.875 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ICMS,HWES,0.5324349403381348,"108 327344.59375 109 281550.71875 110 311761.09375 111 327960.46875 112 324573.65625 113 327344.59375 114 327960.46875 115 327960.46875 116 327960.46875 117 324573.65625 118 327269.93750 119 324573.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do IPVA,MLP,0.9070279598236084,"107 35209.353520 108 16820.875119 109 18683.964201 110 22739.738036 111 33370.501389 112 9535.843384 113 11615.990128 114 11419.360686 115 9881.594007 116 11424.677067 117 10246.604619 118 42787.883347 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Vera Cruz - RS,Cota-Parte do ITR,XGBoost,0.8794658184051514,"91 2577.002930 92 2628.542725 93 234.013855 94 1050.408081 95 6185.209961 96 1443.155273 97 1639.244751 98 1639.244751 99 1480.634277 100 1482.324829 101 1641.668213 102 1444.800293 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,IPTU,SARIMAX,1.0177981853485107,"96 3.680216e+05 97 1.262340e+06 98 5.801512e+06 99 1.203259e+06 100 1.184616e+06 101 1.262340e+06 102 4.264491e+05 103 1.184616e+06 104 9.293095e+05 105 1.181611e+06 106 3.622628e+05 107 1.181611e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,ISS,SARIMAX,0.7504110336303711,"96 1565838.375 97 1562632.875 98 1568340.875 99 1565838.375 100 1573673.875 101 1573673.875 102 1573673.875 103 1573673.875 104 1573673.875 105 1573673.875 106 1573673.875 107 1573673.875 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,ITBI,HWES,0.5629932880401611,"96 403954.6250 97 568473.3750 98 551469.4375 99 589649.9375 100 551469.4375 101 568377.5000 102 568540.6250 103 567868.0000 104 551469.4375 105 545099.5000 106 542877.5625 107 567973.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,IRRF,AR,1.2907922267913818,"96 2124088.0 97 2124088.0 98 2124088.0 99 2124088.0 100 2124088.0 101 2124088.0 102 2124088.0 103 2124088.0 104 2124088.0 105 2124088.0 106 2124088.0 107 2124088.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do FPM,XGBoost,0.5758070945739746,"96 5623656.5 97 7246026.5 98 5163642.5 99 5623656.5 100 7101087.0 101 5623656.5 102 7246026.5 103 5623656.5 104 5163642.5 105 5474757.0 106 7242659.0 107 7246026.5 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do ICMS,XGBoost,0.5077476501464844,"96 5898524.0 97 7386199.5 98 7600086.0 99 7386199.5 100 7701294.0 101 7388749.5 102 7389500.0 103 7386199.5 104 7395839.5 105 7381718.0 106 6920960.5 107 7590130.0 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Cota-Parte do IPVA,MLP,0.9166064262390137,"96 2.797689e+06 97 1.114902e+06 98 1.304084e+06 99 2.209865e+06 100 1.838463e+06 101 1.008892e+06 102 7.088620e+05 103 6.583691e+05 104 5.064207e+05 105 4.658146e+05 106 4.202400e+05 107 3.967900e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Carazinho - RS,Transferencias LC 61_1989,XGBoost,0.5002210140228271,"48 68353.500000 49 68295.367188 50 68382.234375 51 68421.492188 52 68316.617188 53 68277.382812 54 68369.437500 55 68277.382812 56 68371.468750 57 68405.132812 58 68277.382812 59 68369.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,IPTU,SARIMAX,1.5097987651824951,"108 3.343990e+05 109 3.279878e+05 110 2.614626e+05 111 2.614626e+05 112 3.298732e+05 113 1.070797e+06 114 1.070797e+06 115 3.711737e+05 116 3.430600e+05 117 3.430600e+05 118 3.430600e+05 119 3.633654e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,ISS,XGBoost,0.6692802906036377,"108 443813.15625 109 532850.00000 110 532868.62500 111 443813.15625 112 443813.15625 113 443813.15625 114 443813.15625 115 443813.15625 116 443813.15625 117 443813.15625 118 443813.15625 119 443813.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,ITBI,SARIMAX,0.5243966579437256,"108 148807.109375 109 148865.296875 110 227967.000000 111 136531.890625 112 136531.890625 113 136535.125000 114 136535.125000 115 322412.312500 116 136535.125000 117 136440.921875 118 322345.406250 119 136535.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,IRRF,SARIMAX,0.6793031692504883,"108 739267.3125 109 422365.1250 110 422365.1250 111 739267.3125 112 422365.1250 113 739267.3125 114 422365.1250 115 739267.3125 116 739267.3125 117 739267.3125 118 739267.3125 119 739267.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do FPM,HWES,0.7123932838439941,"108 2837268.00 109 4418831.00 110 2471394.00 111 2669764.50 112 2833306.75 113 2913910.25 114 2832877.75 115 2471394.00 116 2471394.00 117 2207222.00 118 2833306.75 119 4418831.00 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ICMS,HWES,0.6631536483764648,"108 1775416.375 109 1719969.750 110 1708952.500 111 1718199.625 112 1905080.750 113 1883906.625 114 1852748.000 115 1982160.375 116 1877464.750 117 1905895.750 118 1880205.625 119 1905895.750 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do IPVA,AR,1.0351347923278809,"108 872210.937500 109 305760.375000 110 641324.562500 111 800426.437500 112 736132.562500 113 205309.875000 114 193224.296875 115 137928.062500 116 95562.125000 117 51233.613281 118 34324.457031 119 706236.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Cota-Parte do ITR,XGBoost,1.4721887111663818,"107 468.479919 108 726.861633 109 611.840576 110 1713.895386 111 542.938171 112 726.861633 113 468.479919 114 1409.483765 115 8933.453125 116 11764.468750 117 1349.519287 118 1409.473267 Name: Valor, dtype: float64" Prefeitura Municipal de Vera Cruz - RS,Transferencias LC 61_1989,HWES,0.5880708694458008,"108 13804.460938 109 15225.077148 110 15708.932617 111 12985.958984 112 12987.598633 113 13785.154297 114 13868.947266 115 13203.294922 116 12946.875977 117 13789.416992 118 14715.777344 119 14102.489258 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,IPTU,SES,0.8983287811279297,"97 3838.938721 98 3996.391602 99 24528.332031 100 27783.736328 101 28844.587891 102 3302.889404 103 3886.938721 104 2824.132324 105 2824.130371 106 7831.932129 107 1763.796875 108 3379.567871 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,ISS,SARIMAX,1.6786034107208252,"108 200561.625000 109 200890.687500 110 201813.984375 111 201828.843750 112 201002.203125 113 201828.843750 114 201828.843750 115 200754.140625 116 200436.703125 117 200461.687500 118 200461.687500 119 201813.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,ITBI,SARIMAX,0.8397150039672852,"106 12793.007812 107 12698.070312 108 13233.844727 109 13233.844727 110 13069.650391 111 13096.453125 112 12328.196289 113 23430.136719 114 23627.244141 115 21229.388672 116 24518.281250 117 21219.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,IRRF,MLP,1.1955983638763428,"108 28181.741488 109 37569.169452 110 33387.701568 111 41756.954670 112 37389.111565 113 36397.677602 114 35552.692718 115 34784.136391 116 35117.808232 117 35315.716891 118 35747.888827 119 48117.320844 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do FPM,HWES,0.6525857448577881,"108 1234245.750 109 1893768.625 110 1106013.500 111 1151007.000 112 1235287.500 113 1452402.750 114 1235287.500 115 1106013.500 116 1106157.875 117 941263.875 118 1235287.500 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ICMS,HWES,1.352623462677002,"108 618848.25000 109 481979.34375 110 588670.00000 111 613261.68750 112 624975.37500 113 656940.31250 114 657229.87500 115 656954.56250 116 656954.56250 117 680927.87500 118 656942.18750 119 680957.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do IPVA,MLP,0.8917651176452637,"84 54016.745964 85 57671.518739 86 47276.444815 87 51228.670481 88 50780.206533 89 41626.828168 90 40561.410583 91 39799.197263 92 39700.788686 93 39933.544250 94 40081.641677 95 47364.922389 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Cota-Parte do ITR,XGBoost,1.32210111618042,"99 6089.532715 100 7798.645508 101 58728.617188 102 51671.335938 103 52045.054688 104 51826.398438 105 51826.398438 106 51998.750000 107 53923.886719 108 54735.566406 109 54184.406250 110 53900.863281 Name: Valor, dtype: float64" Prefeitura Municipal de Amaral Ferrador - RS,Transferencias LC 61_1989,SES,0.7100279331207275,"108 4943.932129 109 6310.879883 110 5138.218750 111 5664.256836 112 5214.739746 113 5600.725098 114 5527.400879 115 5471.357910 116 5551.299805 117 5652.567383 118 5132.303223 119 5873.085449 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,IPTU,SARIMAX,1.011152744293213,"108 6.707077e+04 109 1.177185e+05 110 1.164754e+05 111 4.196968e+06 112 5.061108e+06 113 1.252083e+05 114 5.205245e+05 115 5.149969e+05 116 5.205245e+05 117 4.659127e+05 118 4.659127e+05 119 1.263206e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,ISS,SARIMAX,1.2135958671569824,"108 751238.1250 109 750316.3125 110 751238.1250 111 748965.9375 112 748965.9375 113 748965.9375 114 748965.9375 115 748965.9375 116 748965.9375 117 749319.8750 118 748965.9375 119 748965.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,ITBI,MLP,0.5358939170837402,"108 295748.512414 109 239784.427010 110 244732.409520 111 293496.102820 112 294311.922620 113 255182.679234 114 302593.931543 115 256202.730404 116 298558.346277 117 291919.963084 118 237783.170522 119 272814.061530 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,IRRF,Prophet,1.4624676704406738,"108 851953.6250 109 699432.4375 110 699432.4375 111 699432.4375 112 699432.4375 113 699432.4375 114 699432.4375 115 699432.4375 116 699432.4375 117 699432.4375 118 579137.3125 119 699432.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do FPM,HWES,0.6721799373626709,"108 2686457.25 109 4080059.75 110 2516303.25 111 2654077.00 112 2843774.00 113 2857053.75 114 2840313.75 115 2516303.25 116 2516319.50 117 2184648.50 118 2843774.00 119 3865964.75 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ICMS,HWES,0.6381304264068604,"108 3601257.00 109 3473373.00 110 3475697.75 111 3601263.75 112 3598113.00 113 3601257.00 114 3601263.75 115 3601263.75 116 3601263.75 117 3602311.25 118 3601257.00 119 3602311.25 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do IPVA,XGBoost,1.350191593170166,"108 1.932472e+06 109 6.480749e+05 110 6.489869e+05 111 9.879163e+05 112 6.262212e+05 113 4.105520e+05 114 2.037105e+05 115 1.866437e+05 116 1.573495e+05 117 1.103319e+05 118 1.103319e+05 119 1.838506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Cota-Parte do ITR,XGBoost,1.2338285446166992,"106 985.026978 107 406.656219 108 380.534058 109 289.222839 110 179.605576 111 190.091034 112 267.648865 113 146.322021 114 7727.433594 115 25196.476562 116 261.544556 117 439.182526 Name: Valor, dtype: float64" Prefeitura Municipal de Veranópolis - RS,Transferencias LC 61_1989,SES,0.5917472839355469,"96 25690.355469 97 30488.250000 98 30826.070312 99 37574.414062 100 29580.660156 101 31187.689453 102 30252.064453 103 32296.134766 104 32149.359375 105 30226.408203 106 32533.501953 107 29733.542969 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,IPTU,SARIMAX,1.090245246887207,"103 33690.250000 104 50503.171875 105 168668.593750 106 79751.945312 107 62952.164062 108 80855.757812 109 39977.535156 110 34668.070312 111 40547.480469 112 39258.902344 113 40307.179688 114 46453.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,ISS,AR,0.7763845920562744,"108 185465.031250 109 185289.281250 110 183621.875000 111 188727.484375 112 184419.328125 113 183022.796875 114 186169.265625 115 185449.031250 116 184419.328125 117 178136.031250 118 166787.781250 119 165984.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,ITBI,MLP,1.3318862915039062,"106 31424.504929 107 31853.702185 108 31528.204732 109 31742.018478 110 32335.237760 111 34163.408025 112 31752.658584 113 31556.253850 114 30743.240317 115 32007.260836 116 31844.084266 117 32187.391190 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,IRRF,MLP,0.7795441150665283,"108 66883.805545 109 70145.781132 110 73379.908360 111 73256.576615 112 77117.118187 113 73480.594412 114 73585.045930 115 73598.978738 116 72395.565057 117 74309.730186 118 73954.600010 119 102051.158287 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do FPM,HWES,0.8017301559448242,"108 1342706.375 109 1894982.250 110 1100553.875 111 1162026.875 112 1346699.000 113 1305980.875 114 1346699.000 115 1100553.875 116 1100720.250 117 955091.125 118 1346699.000 119 1894982.250 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ICMS,HWES,0.5542490482330322,"108 956788.6250 109 865101.9375 110 863478.3750 111 944598.5625 112 963074.0625 113 962231.8125 114 944598.5625 115 944598.5625 116 961181.2500 117 976586.0625 118 946612.4375 119 976586.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.713219404220581,"108 206564.296875 109 84391.664062 110 78819.156250 111 240636.890625 112 241746.156250 113 80718.640625 114 78116.640625 115 34989.832031 116 24822.357422 117 72538.679688 118 25335.748047 119 205915.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Capivari do Sul - RS,Cota-Parte do ITR,XGBoost,1.0639159679412842,"93 29322.132812 94 50800.644531 95 32001.119141 96 32285.148438 97 32143.171875 98 223372.437500 99 221196.812500 100 221115.625000 101 228723.062500 102 195397.953125 103 228599.359375 104 228513.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,IPTU,MLP,1.0925800800323486,"108 7.063506e+06 109 1.606669e+06 110 1.392390e+06 111 1.180124e+06 112 1.303554e+06 113 1.269714e+06 114 1.293481e+06 115 1.307212e+06 116 1.162709e+06 117 1.270169e+06 118 1.483157e+06 119 2.747279e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,ISS,SARIMAX,0.9968991279602051,"108 2595792.25 109 2499985.00 110 2499985.00 111 2501906.00 112 2488025.00 113 2488025.00 114 2488957.00 115 2595927.00 116 2595792.25 117 2595927.00 118 2595927.00 119 2595927.00 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,ITBI,MLP,0.5604116916656494,"108 344200.286218 109 336324.343999 110 374181.548573 111 375999.431705 112 382371.476119 113 384743.617361 114 393545.827123 115 389550.660732 116 381288.249946 117 355829.060495 118 399216.284298 119 349405.389589 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,IRRF,AR,1.0239100456237793,"72 1222328.500 73 1222329.375 74 2468691.000 75 2468691.000 76 2468691.000 77 2468691.000 78 2468691.000 79 2468691.000 80 2468691.000 81 2468691.000 82 2468691.000 83 2468691.000 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do FPM,HWES,0.6301162242889404,"108 6361917.5 109 8837587.0 110 4883573.0 111 5401371.5 112 6654755.5 113 6361917.5 114 7384087.0 115 4883573.0 116 4884621.5 117 4604381.5 118 6654755.5 119 8837587.0 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do ICMS,HWES,1.0944454669952393,"108 9308158.0 109 8749258.0 110 9551071.0 111 9804109.0 112 9957898.0 113 11080066.0 114 9765968.0 115 10825779.0 116 10825779.0 117 10676554.0 118 11415036.0 119 10676554.0 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Cota-Parte do IPVA,AR,1.0342278480529785,"108 2.476884e+06 109 1.021798e+06 110 2.078048e+06 111 2.476865e+06 112 2.460980e+06 113 1.024896e+06 114 6.955337e+05 115 3.132186e+05 116 4.299812e+05 117 3.262939e+05 118 3.634552e+05 119 2.461867e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esteio - RS,Transferencias LC 61_1989,XGBoost,0.5071508884429932,"72 87666.054688 73 89273.679688 74 88276.210938 75 89167.523438 76 88082.890625 77 86206.757812 78 89393.078125 79 88863.945312 80 105550.164062 81 105142.000000 82 104184.750000 83 89431.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,IPTU,SARIMAX,1.1618266105651855,"92 8857.166016 93 7125.406250 94 8238.484375 95 7125.210938 96 35895.214844 97 68252.210938 98 27291.941406 99 8902.716797 100 8647.941406 101 7053.110840 102 8805.893555 103 8902.716797 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,ISS,MLP,1.1997764110565186,"108 23232.042141 109 24100.439745 110 22961.381334 111 23461.394679 112 23660.609522 113 22479.689022 114 23225.095272 115 22782.292873 116 22904.884134 117 22978.046057 118 23351.993770 119 24028.874695 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,ITBI,MLP,1.0676000118255615,"95 9630.605645 96 9143.576020 97 9395.193404 98 9173.958957 99 9553.205284 100 9659.595753 101 10374.245841 102 9892.620478 103 10029.925721 104 10289.910492 105 9567.089669 106 10004.883672 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,IRRF,XGBoost,0.8779551982879639,"108 75840.882812 109 82496.125000 110 98557.828125 111 98557.828125 112 98557.828125 113 98557.828125 114 80261.218750 115 98649.320312 116 98645.398438 117 98557.828125 118 105935.046875 119 98557.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do FPM,SARIMAX,0.6880197525024414,"107 1679868.125 108 1679868.125 109 1682740.750 110 1686093.750 111 1676477.625 112 1679868.125 113 1595703.500 114 1682740.750 115 1686093.750 116 1640810.375 117 1679868.125 118 1682740.750 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ICMS,HWES,0.7045369148254395,"108 622506.5625 109 585663.2500 110 563618.6250 111 600875.1250 112 699571.6875 113 647645.1250 114 677170.7500 115 677170.7500 116 681650.1250 117 697965.2500 118 677714.2500 119 696549.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do IPVA,XGBoost,1.0138964653015137,"108 38861.085938 109 48238.152344 110 48211.988281 111 83517.468750 112 49337.972656 113 18033.890625 114 24378.593750 115 8547.095703 116 11025.075195 117 5619.528809 118 4282.738281 119 97226.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Cota-Parte do ITR,XGBoost,1.2695348262786865,"96 15306.743164 97 15784.898438 98 26609.371094 99 14937.397461 100 13611.670898 101 54407.269531 102 305453.937500 103 305463.218750 104 302747.656250 105 306265.031250 106 305580.312500 107 305321.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista das Missões - RS,Transferencias LC 61_1989,SARIMAX,1.0190603733062744,"48 5220.697754 49 32957.382812 50 5016.746582 51 5374.985840 52 5427.815430 53 5750.003418 54 5832.204590 55 5417.710938 56 5482.129883 57 5419.898926 58 5417.668457 59 5431.282715 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,IPTU,XGBoost,0.9613218307495117,"75 3067.514160 76 3068.118164 77 9585.583984 78 1464.791260 79 -417.305176 80 302.931702 81 289.057831 82 302.931702 83 302.847168 84 287.088196 85 385.306366 86 144.429184 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,ISS,AR,0.5879194736480713,"108 17847.818359 109 18553.445312 110 26728.611328 111 22746.585938 112 22751.849609 113 23762.939453 114 23371.513672 115 23250.462891 116 23763.003906 117 23763.003906 118 23596.125000 119 24049.900391 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,ITBI,MLP,1.3299760818481445,"107 14421.816176 108 16330.704424 109 15877.186266 110 16280.954008 111 14273.115471 112 16374.023276 113 16547.443988 114 16559.624393 115 15032.695579 116 15362.981688 117 15020.195951 118 15862.025460 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,IRRF,SARIMAX,1.288949728012085,"107 146539.281250 108 146539.281250 109 81028.296875 110 81028.296875 111 81028.296875 112 81028.296875 113 81028.296875 114 146539.281250 115 146539.281250 116 84089.789062 117 81028.296875 118 146539.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do FPM,HWES,0.6026620864868164,"108 1.307036e+06 109 1.893835e+06 110 1.069720e+06 111 1.208210e+06 112 1.308686e+06 113 1.396483e+06 114 1.308686e+06 115 1.069720e+06 116 1.069720e+06 117 9.985682e+05 118 1.308686e+06 119 1.893835e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ICMS,HWES,0.8161509037017822,"108 778667.8125 109 748821.5000 110 747530.6875 111 765965.6250 112 860993.7500 113 836633.3125 114 783863.3125 115 847782.8750 116 860982.3750 117 838938.8750 118 783863.3125 119 838938.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do IPVA,MLP,1.0354647636413574,"108 95648.988143 109 28533.287620 110 39496.533634 111 66140.492890 112 47211.542361 113 20776.493399 114 21906.129387 115 22866.212754 116 24709.550471 117 19903.354835 118 21760.535568 119 97304.886282 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Cota-Parte do ITR,XGBoost,1.354151964187622,"86 2804.618164 87 762.346680 88 762.346680 89 210.572495 90 2908.273438 91 2987.140625 92 5028.955078 93 2700.795898 94 1221.488037 95 1759.833740 96 -892.574219 97 -856.597534 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Lângaro - RS,Transferencias LC 61_1989,XGBoost,0.6012973785400391,"60 6404.968262 61 7142.830566 62 6276.120605 63 6211.364258 64 6746.010254 65 6746.010254 66 5553.955078 67 6733.497559 68 7155.312500 69 7538.462402 70 7867.058105 71 6980.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,IPTU,HWES,1.1995956897735596,"108 6.867266e+05 109 7.497509e+05 110 2.989977e+06 111 4.985003e+05 112 4.260502e+06 113 3.304068e+05 114 9.354406e+05 115 2.887890e+05 116 8.922414e+05 117 9.339154e+05 118 2.882876e+05 119 1.276950e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,ISS,MLP,1.0382556915283203,"108 7.154630e+06 109 7.116743e+06 110 7.285968e+06 111 7.414066e+06 112 7.463554e+06 113 7.558460e+06 114 7.626810e+06 115 7.548611e+06 116 7.685962e+06 117 7.675146e+06 118 7.763417e+06 119 8.193954e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,ITBI,XGBoost,0.749974250793457,"108 1657508.125 109 1393299.250 110 1657287.750 111 1490509.125 112 1503643.875 113 1646546.750 114 1815966.500 115 1703287.500 116 1580952.000 117 1518523.625 118 1501880.625 119 1575557.875 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,IRRF,MLP,0.6141784191131592,"108 2.809392e+06 109 2.907486e+06 110 3.029330e+06 111 3.057303e+06 112 3.255708e+06 113 3.218638e+06 114 3.214523e+06 115 3.294274e+06 116 3.187917e+06 117 3.339472e+06 118 3.338411e+06 119 5.555881e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do FPM,HWES,0.7576878070831299,"108 7011586.0 109 8780218.0 110 6460231.0 111 6769714.0 112 7011880.5 113 7441231.0 114 7012752.5 115 6460231.0 116 6460231.0 117 5755217.0 118 7011880.5 119 10731651.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ICMS,HWES,1.2194769382476807,"108 12911796.0 109 9949942.0 110 11523405.0 111 11380803.0 112 12267742.0 113 11349725.0 114 11333855.0 115 12612581.0 116 12628295.0 117 12658891.0 118 13042013.0 119 12658891.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do IPVA,AR,0.9691400527954102,"108 7.869698e+06 109 2.716133e+06 110 2.782966e+06 111 8.396679e+06 112 3.505968e+06 113 1.481731e+06 114 9.741624e+05 115 6.283284e+05 116 4.761500e+05 117 3.158210e+05 118 2.496583e+05 119 7.533028e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Cota-Parte do ITR,MLP,1.0400726795196533,"108 -1544.299187 109 -1363.104572 110 -2596.612311 111 -2094.528072 112 -3052.523612 113 -2965.766037 114 2199.958130 115 -3907.221552 116 3162.140807 117 18357.414107 118 -5650.401042 119 -5652.072484 Name: Valor, dtype: float64" Prefeitura Municipal de Bento Gonçalves - RS,Transferencias LC 61_1989,SES,0.6091001033782959,"108 107915.179688 109 130750.914062 110 108960.421875 111 110395.148438 112 112683.156250 113 105945.398438 114 110459.062500 115 105921.531250 116 112088.765625 117 103851.156250 118 108278.015625 119 112887.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,IPTU,HWES,1.2082061767578125,"107 84131.984375 108 106954.328125 109 427659.000000 110 187352.046875 111 110248.703125 112 110171.976562 113 110171.976562 114 110171.976562 115 108992.265625 116 117219.968750 117 114327.726562 118 132262.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,ISS,SARIMAX,0.5289804935455322,"108 858936.3125 109 772714.9375 110 666726.0625 111 800932.2500 112 858936.3125 113 858936.3125 114 885369.5000 115 905703.5625 116 729317.9375 117 858936.3125 118 858936.3125 119 858936.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,ITBI,HWES,0.573477029800415,"108 76649.273438 109 57904.847656 110 115538.882812 111 78499.468750 112 55582.343750 113 63085.117188 114 81340.593750 115 53948.562500 116 78398.250000 117 85677.476562 118 52597.789062 119 66904.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,IRRF,SARIMAX,1.101649522781372,"108 398294.87500 109 392806.18750 110 406974.50000 111 407662.71875 112 406974.50000 113 406974.50000 114 396601.43750 115 407662.71875 116 406974.50000 117 406974.50000 118 406974.50000 119 406974.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do FPM,XGBoost,0.6894547939300537,"108 2538973.500 109 3136554.000 110 2008934.125 111 2213079.000 112 2539286.500 113 2447384.250 114 2539286.500 115 2008933.750 116 2008933.875 117 1962827.750 118 3136554.000 119 3136554.000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do ICMS,HWES,0.5969882011413574,"108 1233323.250 109 1236265.500 110 1242851.000 111 1253318.125 112 1235969.000 113 1215274.500 114 1257614.500 115 1254618.875 116 1257727.375 117 1242591.000 118 1215520.125 119 1263338.250 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do IPVA,XGBoost,1.0081565380096436,"108 697243.562500 109 355071.843750 110 390457.250000 111 696753.187500 112 392901.968750 113 172043.625000 114 151527.734375 115 146067.359375 116 128908.796875 117 45900.039062 118 44252.304688 119 697953.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Cota-Parte do ITR,XGBoost,1.1535680294036865,"77 2437.732178 78 13104.440430 79 13094.920898 80 2451.686279 81 2604.849121 82 13292.637695 83 2481.729248 84 2697.805420 85 2699.570068 86 13283.318359 87 13283.104492 88 13292.637695 Name: Valor, dtype: float64" Prefeitura Municipal de Rolante - RS,Transferencias LC 61_1989,HWES,0.5878193378448486,"84 10622.721680 85 9733.609375 86 10102.932617 87 10469.508789 88 10469.734375 89 10449.635742 90 9787.692383 91 11288.718750 92 10552.001953 93 10202.222656 94 10066.061523 95 11262.727539 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,IPTU,SARIMAX,1.4356110095977783,"103 2.340710e+04 104 4.445372e+04 105 1.061673e+06 106 1.073293e+06 107 1.247731e+05 108 1.717925e+05 109 1.717950e+05 110 1.833006e+05 111 1.306801e+05 112 3.008062e+04 113 2.607408e+04 114 4.445372e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,ISS,XGBoost,0.60719895362854,"108 124496.648438 109 108890.265625 110 122990.046875 111 105146.921875 112 112747.156250 113 110476.632812 114 108968.984375 115 102110.382812 116 125897.000000 117 129925.234375 118 122424.695312 119 107158.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,ITBI,Prophet,0.6840534210205078,"108 67414.039062 109 67414.039062 110 80335.039062 111 67414.039062 112 67414.039062 113 62426.042969 114 65491.132812 115 56987.210938 116 58832.652344 117 54011.621094 118 59842.308594 119 70275.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,IRRF,XGBoost,0.5694973468780518,"108 53054.507812 109 91327.976562 110 91327.976562 111 91328.484375 112 91327.976562 113 91327.976562 114 91328.382812 115 91328.484375 116 91328.484375 117 91328.484375 118 91328.828125 119 91327.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do FPM,HWES,0.6832065582275391,"108 1237430.125 109 1893768.750 110 1098831.500 111 1135938.375 112 1238422.500 113 1262016.125 114 1238422.000 115 1098831.500 116 1098831.500 117 950339.250 118 1238422.500 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do ICMS,AR,0.5730831623077393,"108 683632.0000 109 589559.8750 110 583305.6250 111 560616.8750 112 578471.6875 113 563513.8750 114 563688.2500 115 563878.9375 116 563878.9375 117 599876.8750 118 563491.3750 119 599947.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do IPVA,AR,1.140970230102539,"108 279406.812500 109 134989.625000 110 137659.734375 111 164373.093750 112 94175.156250 113 40530.972656 114 56290.371094 115 36144.855469 116 22168.017578 117 23492.353516 118 22203.730469 119 271642.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Cota-Parte do ITR,XGBoost,1.2492930889129639,"97 2342.335938 98 2743.069824 99 454.321259 100 289.856934 101 408.332550 102 262.833557 103 375.984131 104 401.358582 105 160.470963 106 1633.703369 107 1019.280884 108 747.390198 Name: Valor, dtype: float64" Prefeitura Municipal de Picada Café - RS,Transferencias LC 61_1989,SARIMAX,0.967442512512207,"108 7505.746582 109 5779.226074 110 5779.226074 111 5896.896484 112 5788.861816 113 5820.765137 114 6050.407227 115 5795.442871 116 5795.442871 117 5597.171875 118 5771.152344 119 6143.326172 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,IPTU,SES,1.646402359008789,"94 12956.807617 95 47856.394531 96 -4617.451660 97 36843.304688 98 -4714.772949 99 3084.146973 100 -3475.466553 101 -3200.493896 102 -5328.068848 103 -4990.852539 104 -3442.754150 105 -3590.610352 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,ISS,XGBoost,0.7939965724945068,"108 36689.128906 109 39303.144531 110 45778.515625 111 36689.113281 112 39300.949219 113 39608.121094 114 39733.632812 115 39733.632812 116 39318.843750 117 36702.500000 118 46150.378906 119 36702.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,ITBI,XGBoost,0.8892595767974854,"105 10325.750000 106 12250.197266 107 5791.604004 108 7528.864746 109 3786.406494 110 3494.238770 111 6611.791016 112 13022.065430 113 13508.778320 114 7690.083496 115 8103.928223 116 12553.731445 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,IRRF,SARIMAX,0.6365475654602051,"108 116855.382812 109 116855.382812 110 116851.406250 111 116855.382812 112 116333.554688 113 116851.406250 114 116851.406250 115 116855.382812 116 116855.382812 117 116851.406250 118 116851.406250 119 116849.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do FPM,HWES,0.5879621505737305,"108 1342635.750 109 1877060.000 110 969238.000 111 1146460.250 112 1339084.625 113 1331546.500 114 969238.000 115 1339168.125 116 969238.000 117 940514.875 118 1339084.625 119 1877060.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ICMS,HWES,0.8029778003692627,"108 1.203602e+06 109 9.364250e+05 110 9.151428e+05 111 1.170831e+06 112 1.181492e+06 113 1.130527e+06 114 1.170831e+06 115 9.285541e+05 116 1.170831e+06 117 1.102711e+06 118 1.169614e+06 119 1.102711e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do IPVA,XGBoost,1.0384247303009033,"108 240975.703125 109 75305.210938 110 73952.492188 111 207732.390625 112 211201.109375 113 282798.218750 114 282798.218750 115 212662.562500 116 281807.312500 117 281222.625000 118 281807.906250 119 212033.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Cota-Parte do ITR,XGBoost,1.1626594066619873,"85 1539.126831 86 1058.093262 87 1344.889404 88 1880.933228 89 1964.184692 90 1880.933228 91 1880.302734 92 1863.845215 93 414.786682 94 449.277222 95 1881.723389 96 1477.059082 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bréscia - RS,Transferencias LC 61_1989,SES,0.8838741779327393,"108 10232.297852 109 8884.066406 110 9697.258789 111 10856.861328 112 8716.333984 113 11156.781250 114 10817.352539 115 9758.923828 116 11064.903320 117 11469.669922 118 9877.788086 119 10271.239258 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,IPTU,AR,1.0625207424163818,"108 4.714379e+05 109 1.849968e+06 110 8.186338e+06 111 4.716183e+05 112 2.019470e+05 113 2.067592e+05 114 2.009153e+05 115 3.708303e+05 116 2.210701e+05 117 2.009153e+05 118 3.462421e+05 119 2.067917e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,ISS,MLP,0.6299822330474854,"108 1.729912e+06 109 1.734230e+06 110 1.796089e+06 111 1.678212e+06 112 1.796574e+06 113 1.799386e+06 114 1.804937e+06 115 1.853226e+06 116 1.833584e+06 117 1.890123e+06 118 1.855037e+06 119 1.983362e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,ITBI,MLP,0.5822005271911621,"108 316648.465215 109 307141.628434 110 374835.203765 111 321660.987560 112 341176.621407 113 311858.027462 114 342366.750876 115 398249.401031 116 361748.090881 117 293671.031403 118 353692.505534 119 404848.008272 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,IRRF,SARIMAX,0.5439455509185791,"108 235753.515625 109 252113.890625 110 536170.375000 111 536170.375000 112 536170.375000 113 536178.062500 114 377838.343750 115 536170.375000 116 536170.375000 117 536170.375000 118 686297.250000 119 686075.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do FPM,AR,0.5801477432250977,"108 3177270.00 109 5050049.50 110 2671106.25 111 3177270.00 112 3441131.75 113 3464981.75 114 5050049.50 115 2671106.25 116 2671383.50 117 2547915.00 118 3441131.75 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ICMS,AR,0.6070868968963623,"108 2553223.25 109 2426602.25 110 2412860.50 111 2308803.00 112 2338045.25 113 2325820.75 114 2306294.00 115 2310285.50 116 2310085.00 117 2355822.50 118 2318108.75 119 2358665.50 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do IPVA,AR,1.5218088626861572,"108 2.033965e+06 109 5.795144e+05 110 1.133687e+06 111 1.197176e+06 112 9.059028e+05 113 3.250985e+05 114 2.163337e+05 115 1.385995e+05 116 1.385995e+05 117 1.423551e+05 118 8.465137e+04 119 1.806853e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Cota-Parte do ITR,XGBoost,0.7390062808990479,"76 14.161305 77 277.656097 78 2854.443848 79 327.139496 80 892.380371 81 327.139496 82 455.823395 83 455.823395 84 214.220352 85 411.992065 86 536.781555 87 -18.017391 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos - RS,Transferencias LC 61_1989,SES,0.5506110191345215,"108 20843.408203 109 21199.191406 110 20265.285156 111 22138.089844 112 21879.634766 113 22853.597656 114 22879.033203 115 22412.273438 116 22185.849609 117 16228.618164 118 20265.931641 119 22506.818359 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,IPTU,AR,1.0119507312774658,"107 7.237616e+05 108 7.222681e+05 109 3.072120e+06 110 3.399851e+06 111 8.040331e+05 112 7.233011e+05 113 1.723262e+06 114 7.237616e+05 115 7.180012e+05 116 7.233011e+05 117 6.041907e+05 118 5.334438e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,ISS,MLP,0.6917233467102051,"108 1.044406e+06 109 9.687030e+05 110 9.462763e+05 111 9.800833e+05 112 9.845792e+05 113 9.723045e+05 114 9.489708e+05 115 9.735981e+05 116 1.056663e+06 117 9.626872e+05 118 1.032849e+06 119 1.021319e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,ITBI,SES,0.6581628322601318,"108 356521.15625 109 392087.03125 110 350785.34375 111 394745.21875 112 368182.12500 113 390323.37500 114 469957.15625 115 392150.62500 116 407542.90625 117 369671.25000 118 417562.81250 119 432108.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,IRRF,SARIMAX,1.2284178733825684,"108 7.592616e+05 109 7.441589e+05 110 7.441589e+05 111 7.441589e+05 112 4.721478e+05 113 1.413173e+06 114 7.966072e+05 115 7.958779e+05 116 7.958779e+05 117 7.958779e+05 118 7.958779e+05 119 7.711639e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do FPM,HWES,0.6201915740966797,"108 5175004.0 109 6312536.0 110 4010013.0 111 3977941.5 112 5371090.0 113 4344653.5 114 5371087.0 115 4010013.0 116 4009902.0 117 3280613.0 118 5371090.0 119 6312536.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do ICMS,SES,0.5881054401397705,"108 3102773.25 109 2984363.25 110 3051315.00 111 3152065.00 112 3410795.25 113 3141368.75 114 3152060.00 115 3210308.50 116 3213750.75 117 3150048.25 118 3102509.25 119 3102509.25 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do IPVA,AR,1.030946969985962,"108 2.601995e+06 109 1.011574e+06 110 9.945829e+05 111 1.784185e+06 112 1.844115e+06 113 7.339044e+05 114 7.457151e+05 115 4.542919e+05 116 1.801821e+05 117 7.974181e+04 118 7.974181e+04 119 2.899681e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Cota-Parte do ITR,HWES,1.1926939487457275,"89 100608.929688 90 497046.500000 91 501391.343750 92 93683.093750 93 97158.156250 94 97158.156250 95 98178.476562 96 107272.109375 97 190654.562500 98 55576.335938 99 99640.242188 100 99640.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Santiago - RS,Transferencias LC 61_1989,HWES,0.5347089767456055,"72 33574.644531 73 32101.064453 74 28327.972656 75 31757.314453 76 32673.726562 77 35379.773438 78 32815.265625 79 36439.972656 80 35770.089844 81 36008.933594 82 33617.214844 83 34880.378906 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,IPTU,HWES,1.1425197124481201,"86 23005.796875 87 17237.041016 88 16487.511719 89 16627.707031 90 66769.156250 91 67163.312500 92 66769.156250 93 66765.546875 94 66190.625000 95 65799.929688 96 66263.554688 97 66319.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,ISS,MLP,0.9345934391021729,"108 1912.700757 109 2229.172632 110 2466.720423 111 2043.961984 112 2243.661437 113 2635.213562 114 3100.130526 115 3134.241634 116 2278.449374 117 4597.657710 118 3589.002543 119 3273.938201 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,ITBI,MLP,1.2473201751708984,"84 6778.042972 85 6813.473933 86 6865.203333 87 7466.124004 88 7384.737539 89 8053.973609 90 7037.120000 91 7581.033108 92 7970.436995 93 7782.691649 94 7373.032999 95 7282.645296 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,IRRF,XGBoost,1.6156485080718994,"98 101060.945312 99 100250.007812 100 99922.382812 101 101171.523438 102 101171.523438 103 101060.945312 104 99922.382812 105 101171.523438 106 99922.375000 107 101060.945312 108 99922.375000 109 101060.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do FPM,HWES,0.6531059741973877,"108 1.308332e+06 109 1.893976e+06 110 1.069927e+06 111 1.208923e+06 112 1.308540e+06 113 1.399645e+06 114 1.308540e+06 115 1.069927e+06 116 1.069927e+06 117 9.987733e+05 118 1.308540e+06 119 1.893976e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do ICMS,HWES,0.5661427974700928,"108 329651.09375 109 314734.50000 110 317018.28125 111 330537.87500 112 338702.37500 113 357047.43750 114 356982.06250 115 364556.18750 116 364556.18750 117 365163.50000 118 357021.06250 119 365163.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do IPVA,HWES,0.9856836795806885,"106 35525.640625 107 18961.568359 108 37254.511719 109 41321.457031 110 36945.414062 111 19970.429688 112 10010.183594 113 2854.970459 114 2541.301025 115 9906.812500 116 2030.889038 117 44464.175781 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Cota-Parte do ITR,XGBoost,0.8705682754516602,"79 260.570435 80 204.384628 81 202.929703 82 266.498383 83 344.756989 84 2720.992676 85 589.623718 86 984.740906 87 1190.091431 88 416.216919 89 117.825500 90 36.996315 Name: Valor, dtype: float64" Prefeitura Municipal de Herveiras - RS,Transferencias LC 61_1989,XGBoost,0.6312234401702881,"60 2522.697266 61 2647.877930 62 2463.226807 63 2522.697266 64 3159.535645 65 3159.535645 66 3177.409180 67 3159.535645 68 2225.153320 69 2584.403076 70 3159.535645 71 2247.600098 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,IPTU,MLP,1.3898136615753174,"100 24507.435606 101 23415.397465 102 27463.821139 103 27655.540663 104 31491.895617 105 35540.699173 106 40693.607737 107 46444.900341 108 52919.737999 109 62674.710585 110 58401.755726 111 64903.380627 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,ISS,HWES,1.2452576160430908,"108 19009.929688 109 17819.916016 110 19134.494141 111 19134.494141 112 17803.666016 113 19004.492188 114 17808.437500 115 17809.414062 116 18662.787109 117 19134.494141 118 17803.734375 119 19134.494141 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,ITBI,HWES,1.2086989879608154,"106 39881.933594 107 39641.980469 108 40124.050781 109 38130.917969 110 40871.039062 111 38130.917969 112 40666.367188 113 38130.917969 114 39054.976562 115 39295.378906 116 39290.425781 117 38130.917969 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,IRRF,SARIMAX,1.1729400157928467,"71 83067.007812 72 57554.699219 73 56926.582031 74 83067.007812 75 83067.007812 76 83067.007812 77 83067.007812 78 83067.007812 79 83067.007812 80 83067.007812 81 83067.007812 82 83067.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do FPM,HWES,0.6778242588043213,"108 1.308333e+06 109 1.894142e+06 110 1.070366e+06 111 1.209151e+06 112 1.308705e+06 113 1.399925e+06 114 1.308705e+06 115 1.070366e+06 116 1.070366e+06 117 9.991239e+05 118 1.308705e+06 119 1.894142e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ICMS,HWES,0.6203954219818115,"108 512587.96875 109 361520.43750 110 435679.81250 111 506543.09375 112 526480.87500 113 472596.28125 114 510605.15625 115 506541.31250 116 506541.31250 117 508934.75000 118 472588.09375 119 508934.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do IPVA,HWES,1.0780363082885742,"108 48721.085938 109 24001.234375 110 49900.855469 111 48963.835938 112 30213.087891 113 14616.500000 114 9643.170898 115 9147.806641 116 1769.851318 117 821.774719 118 804.672974 119 49616.199219 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Cota-Parte do ITR,XGBoost,0.8916049003601074,"87 6722.953613 88 316.238922 89 6716.135742 90 322.675415 91 6541.104980 92 316.238922 93 328.824097 94 322.675415 95 9143.093750 96 9294.384766 97 321.043060 98 272.869751 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Expedito do Sul - RS,Transferencias LC 61_1989,XGBoost,0.6686728000640869,"60 3645.045410 61 3802.766357 62 3701.859131 63 3600.522949 64 2974.498047 65 2974.498047 66 3067.072021 67 2974.498047 68 3532.190674 69 3645.815674 70 2974.498047 71 3067.072021 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,IPTU,SARIMAX,1.129256248474121,"67 3675.702881 68 23340.007812 69 23545.644531 70 23889.046875 71 3678.800781 72 4881.207520 73 4506.881348 74 188048.234375 75 44686.750000 76 44686.750000 77 16303.784180 78 44686.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,ISS,XGBoost,0.752274751663208,"84 51893.386719 85 51879.449219 86 51249.042969 87 51249.042969 88 51249.042969 89 51249.042969 90 51249.042969 91 51249.042969 92 51249.042969 93 51331.082031 94 51249.042969 95 51249.042969 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,ITBI,MLP,1.3895134925842285,"83 45155.000927 84 49976.350965 85 53518.154652 86 56589.380587 87 61780.693307 88 68195.524299 89 76376.620511 90 82068.718897 91 83442.375578 92 85715.368449 93 91818.884434 94 97867.229159 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,IRRF,XGBoost,1.1627845764160156,"83 74671.632812 84 74671.632812 85 74671.632812 86 74671.632812 87 74671.632812 88 74671.632812 89 74671.632812 90 74671.632812 91 74671.632812 92 74671.632812 93 74671.632812 94 73387.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do FPM,AR,0.6443486213684082,"84 1.200558e+06 85 1.893774e+06 86 1.096375e+06 87 1.166880e+06 88 1.194514e+06 89 1.233317e+06 90 1.168829e+06 91 1.096375e+06 92 1.096857e+06 93 9.527629e+05 94 1.194514e+06 95 1.893774e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ICMS,SARIMAX,0.5105304718017578,"84 745737.5625 85 687277.5000 86 689614.5625 87 770126.1250 88 709203.3750 89 770148.1250 90 770148.1250 91 770148.1250 92 770126.1250 93 772217.2500 94 709279.8750 95 772263.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do IPVA,AR,1.3452444076538086,"84 160750.015625 85 65827.539062 86 65827.539062 87 192181.750000 88 158884.000000 89 -48845.929688 90 -53631.226562 91 -49411.527344 92 63420.507812 93 -57747.742188 94 -51925.527344 95 199743.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Cota-Parte do ITR,SES,1.365380048751831,"78 518.865845 79 711.484497 80 640.451172 81 524.859741 82 518.865845 83 725.899902 84 723.057556 85 959.869690 86 1814.910889 87 865.853638 88 1006.469849 89 473.175232 Name: Valor, dtype: float64" Prefeitura Municipal de Cacique Doble - RS,Transferencias LC 61_1989,XGBoost,0.6800661087036133,"60 4726.738770 61 4689.157227 62 4191.567383 63 4727.479980 64 4658.628418 65 4658.628418 66 4793.097168 67 4697.064941 68 4793.097168 69 4697.064941 70 4658.628418 71 4793.097168 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,IPTU,AR,1.197838544845581,"98 2084.839355 99 4735.574707 100 8379.057617 101 6029.903320 102 47618.906250 103 47817.519531 104 66223.835938 105 47351.042969 106 47351.042969 107 47566.855469 108 47397.179688 109 47714.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,ISS,MLP,0.9511075019836426,"108 2668.944636 109 1854.636068 110 1823.183527 111 1907.606744 112 2221.210550 113 2377.999276 114 1211.365284 115 1732.576612 116 2476.140234 117 2070.558538 118 2428.130523 119 2695.404694 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,ITBI,XGBoost,0.9053618907928467,"98 4253.268066 99 61803.921875 100 5577.319824 101 5577.319824 102 4321.043457 103 8574.342773 104 9522.369141 105 8574.342773 106 5296.991211 107 5411.171387 108 5235.068359 109 5715.786133 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,IRRF,MLP,1.027341365814209,"108 76483.300873 109 75977.966967 110 82300.198497 111 81001.141640 112 83537.417247 113 83729.845095 114 84564.175675 115 91761.520769 116 83985.004985 117 107448.183261 118 100312.508572 119 109706.930639 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do FPM,HWES,0.6631922721862793,"108 1299431.875 109 1894004.875 110 1061469.125 111 1142648.375 112 1300036.375 113 1357657.625 114 1300036.375 115 1061469.125 116 1061469.125 117 982172.125 118 1300036.375 119 1894004.875 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ICMS,HWES,0.642505407333374,"108 410603.12500 109 401302.90625 110 417712.71875 111 409509.43750 112 370281.46875 113 417600.03125 114 409509.43750 115 371565.37500 116 371565.37500 117 370281.46875 118 409509.43750 119 370281.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do IPVA,XGBoost,1.7373631000518799,"106 26203.833984 107 26747.537109 108 26747.537109 109 36414.511719 110 26082.486328 111 27865.189453 112 11807.563477 113 12002.221680 114 9615.799805 115 9785.498047 116 9785.498047 117 27535.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Cota-Parte do ITR,XGBoost,0.7916622161865234,"88 184.326416 89 416.362976 90 74.305351 91 130.598907 92 68.756493 93 61.953606 94 184.291183 95 111.038452 96 130.598907 97 590.535828 98 781.473694 99 954.292664 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado dos Loureiros - RS,Transferencias LC 61_1989,XGBoost,0.6800980567932129,"60 2813.737061 61 3192.080811 62 3083.377686 63 2903.322510 64 2426.636475 65 2449.888184 66 2453.824463 67 2426.636475 68 2782.171631 69 2813.737061 70 2426.636475 71 2437.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,IPTU,AR,1.181140661239624,"106 1017.630554 107 50783.109375 108 88603.039062 109 95657.820312 110 51167.324219 111 16932.759766 112 16033.881836 113 16033.881836 114 9180.677734 115 16033.881836 116 8640.086914 117 8640.086914 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,ISS,XGBoost,0.641798734664917,"108 111573.445312 109 111573.445312 110 110557.648438 111 110568.890625 112 110568.890625 113 110568.890625 114 110557.648438 115 110557.648438 116 110568.890625 117 110568.890625 118 110568.890625 119 110568.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,ITBI,HWES,1.1502916812896729,"108 9381.376953 109 15461.937500 110 14101.789062 111 8640.266602 112 16528.207031 113 16528.207031 114 16530.343750 115 5768.628906 116 12847.004883 117 15172.630859 118 1126.033447 119 17435.496094 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,IRRF,XGBoost,0.771604061126709,"108 116253.710938 109 77669.882812 110 73403.109375 111 73403.109375 112 115295.773438 113 73403.109375 114 78663.976562 115 73403.109375 116 78663.976562 117 78663.976562 118 78663.976562 119 73403.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do FPM,HWES,0.604689359664917,"108 1.298908e+06 109 1.893769e+06 110 1.032626e+06 111 1.149194e+06 112 1.298929e+06 113 1.273944e+06 114 1.298929e+06 115 1.032626e+06 116 1.033756e+06 117 9.686160e+05 118 1.298929e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ICMS,HWES,0.6288032531738281,"108 688170.9375 109 640325.9375 110 658381.5625 111 693138.5000 112 697116.6875 113 664569.5625 114 693135.8125 115 693557.6875 116 693557.6875 117 693138.5000 118 693323.3125 119 689391.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do IPVA,AR,1.03155517578125,"108 115395.328125 109 49803.609375 110 49803.609375 111 140161.000000 112 119755.468750 113 40652.707031 114 44028.414062 115 14588.790039 116 10117.391602 117 14588.790039 118 8732.763672 119 102081.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Cota-Parte do ITR,XGBoost,1.1282005310058594,"94 262.988068 95 335.897034 96 333.677216 97 305.138611 98 333.677216 99 353.164917 100 538.988037 101 1313.918579 102 276.848785 103 115.683983 104 176.978424 105 177.748276 Name: Valor, dtype: float64" Prefeitura Municipal de Fazenda Vilanova - RS,Transferencias LC 61_1989,HWES,0.8897228240966797,"108 5719.684570 109 5683.752930 110 5637.925293 111 5058.723633 112 5267.768066 113 5039.821289 114 4846.666992 115 5851.381348 116 5491.451172 117 5176.083008 118 6050.219727 119 5736.379395 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,IPTU,SES,1.0881524085998535,"99 5247.577637 100 11984.707031 101 194670.703125 102 195942.015625 103 196741.281250 104 25826.958984 105 196741.281250 106 196545.265625 107 196545.265625 108 196545.265625 109 195947.250000 110 195942.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,ISS,SARIMAX,0.5508933067321777,"108 50786.351562 109 50185.925781 110 50857.894531 111 50786.351562 112 51413.687500 113 50266.296875 114 51413.687500 115 50266.296875 116 50266.296875 117 50786.351562 118 51920.113281 119 49802.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,ITBI,XGBoost,0.8609004020690918,"107 40584.800781 108 33266.527344 109 37172.800781 110 35184.128906 111 34532.160156 112 38942.730469 113 26358.628906 114 40512.480469 115 33722.980469 116 44169.894531 117 37080.347656 118 42995.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,IRRF,XGBoost,1.2701494693756104,"108 159086.640625 109 159086.640625 110 159086.640625 111 159086.640625 112 159086.640625 113 159086.640625 114 159086.640625 115 159086.640625 116 159086.640625 117 159086.640625 118 159086.640625 119 159086.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do FPM,HWES,0.6125242710113525,"108 1.331460e+06 109 1.893780e+06 110 1.056376e+06 111 1.164165e+06 112 1.332417e+06 113 1.357298e+06 114 1.332417e+06 115 1.056376e+06 116 1.056370e+06 117 9.603317e+05 118 1.332417e+06 119 1.893780e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do ICMS,HWES,0.6106398105621338,"108 1186493.250 109 1187558.500 110 1192671.375 111 1265075.125 112 1269269.250 113 1193641.750 114 1265075.125 115 1255837.375 116 1255837.375 117 1252262.000 118 1193641.750 119 1252344.250 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do IPVA,SARIMAX,0.9443895816802979,"107 163962.843750 108 54086.281250 109 151454.843750 110 149095.359375 111 102680.796875 112 27677.458984 113 40178.246094 114 29884.875000 115 27950.927734 116 19391.962891 117 22920.050781 118 130828.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Cota-Parte do ITR,XGBoost,1.4850270748138428,"102 1000.494873 103 1034.615356 104 1718.891235 105 981.855286 106 1796.186035 107 1966.006348 108 1796.326660 109 1796.186035 110 40544.613281 111 126341.546875 112 1796.186035 113 1066.623413 Name: Valor, dtype: float64" Prefeitura Municipal de Água Santa - RS,Transferencias LC 61_1989,MLP,0.5328025817871094,"60 13211.852901 61 13566.090610 62 13400.610937 63 13267.121253 64 12937.189970 65 12890.008254 66 13159.108453 67 12795.940065 68 13305.861160 69 13434.174259 70 13011.241544 71 13351.351857 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,IPTU,MLP,1.1870934963226318,"108 13310.821001 109 9632.353551 110 19230.096463 111 24585.327649 112 56398.666450 113 36625.098744 114 14322.637290 115 12590.265519 116 11304.584137 117 10757.323495 118 11593.402676 119 10933.164232 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,ISS,MLP,0.6489715576171875,"108 31192.875721 109 31459.959305 110 32841.660386 111 32804.530126 112 29662.560860 113 29988.240891 114 29916.377938 115 33479.211226 116 28832.349586 117 31176.889953 118 30038.092987 119 31028.034382 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,ITBI,XGBoost,1.244396686553955,"105 35454.121094 106 33363.785156 107 37102.761719 108 30567.601562 109 39569.457031 110 25252.914062 111 76704.828125 112 29959.990234 113 19734.962891 114 31727.554688 115 17635.884766 116 19734.962891 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,IRRF,SARIMAX,0.6285202503204346,"108 109727.632812 109 109761.515625 110 206546.453125 111 109761.515625 112 109726.890625 113 109761.515625 114 111756.164062 115 111760.164062 116 109761.515625 117 111760.164062 118 109270.679688 119 203440.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do FPM,HWES,1.0542914867401123,"108 1.243724e+06 109 1.893953e+06 110 1.075282e+06 111 1.148367e+06 112 1.244599e+06 113 1.288829e+06 114 1.244599e+06 115 1.075282e+06 116 1.075282e+06 117 9.524057e+05 118 1.244599e+06 119 1.893953e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ICMS,XGBoost,0.5778956413269043,"108 1245322.875 109 1200916.500 110 1197938.500 111 1175794.000 112 1087484.000 113 1191233.625 114 1159654.875 115 1162179.625 116 1162179.625 117 1131906.500 118 1176193.000 119 1131906.500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do IPVA,SARIMAX,1.0291125774383545,"108 136454.531250 109 46317.406250 110 48493.562500 111 164388.218750 112 58168.328125 113 17449.341797 114 20390.763672 115 6257.524902 116 20390.763672 117 6257.524902 118 599.358032 119 150757.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Cota-Parte do ITR,MLP,1.2639720439910889,"95 11508.103838 96 13004.502075 97 14974.384428 98 18298.126911 99 22360.732996 100 27433.376754 101 33665.104268 102 41293.313173 103 57068.647718 104 70367.146055 105 57156.426777 106 69901.683719 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal Grande - RS,Transferencias LC 61_1989,HWES,1.0565197467803955,"96 12257.513672 97 9468.407227 98 10205.736328 99 10607.487305 100 10621.950195 101 11059.044922 102 11059.044922 103 11595.447266 104 11603.201172 105 9661.958984 106 10205.000000 107 11583.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,IPTU,AR,1.7507507801055908,"108 99640288.0 109 40914868.0 110 40782880.0 111 40914860.0 112 40914860.0 113 41875104.0 114 41875104.0 115 40880068.0 116 40291340.0 117 39846128.0 118 39860804.0 119 41775652.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,ISS,MLP,0.7041985988616943,"108 2.601893e+07 109 2.408629e+07 110 2.500061e+07 111 2.612875e+07 112 2.714243e+07 113 2.655345e+07 114 2.722944e+07 115 2.780805e+07 116 2.892735e+07 117 2.755006e+07 118 2.780729e+07 119 2.972568e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,ITBI,MLP,1.0857465267181396,"108 5.848038e+06 109 5.077794e+06 110 6.701175e+06 111 6.854636e+06 112 6.817357e+06 113 6.659846e+06 114 5.905466e+06 115 6.686749e+06 116 6.119199e+06 117 6.231761e+06 118 5.629132e+06 119 6.679655e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,IRRF,AR,1.1961872577667236,"108 6841809.5 109 11318639.0 110 12466038.0 111 12715402.0 112 12715402.0 113 12715402.0 114 12101515.0 115 12462687.0 116 14534229.0 117 13769851.0 118 12385078.0 119 28733926.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do FPM,HWES,0.6320405006408691,"108 11751991.0 109 16457506.0 110 8909563.0 111 9965998.0 112 11751991.0 113 11137784.0 114 11751991.0 115 8909563.0 116 9250868.0 117 8909563.0 118 11751991.0 119 16457506.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ICMS,AR,0.5255768299102783,"108 42018028.0 109 37015052.0 110 36985248.0 111 40872688.0 112 48006528.0 113 40936660.0 114 40645684.0 115 41121828.0 116 41183948.0 117 48252608.0 118 42596260.0 119 48256824.0 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do IPVA,AR,0.9261913299560547,"108 2.543228e+07 109 9.234979e+06 110 8.994573e+06 111 2.381143e+07 112 2.257591e+07 113 7.670040e+06 114 3.188895e+06 115 2.464296e+06 116 1.598948e+06 117 1.392660e+06 118 7.946652e+05 119 2.451701e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Cota-Parte do ITR,MLP,1.2358417510986328,"36 68142.626153 37 77989.457047 38 82501.758548 39 92659.142707 40 84811.276405 41 88045.991892 42 118847.071003 43 123824.066970 44 361082.117443 45 657669.739922 46 270929.825528 47 255948.917394 Name: Valor, dtype: float64" Prefeitura Municipal de Caxias do Sul - RS,Transferencias LC 61_1989,AR,0.5119240283966064,"60 392600.09375 61 434008.96875 62 402579.81250 63 409140.59375 64 403880.81250 65 410628.28125 66 408290.56250 67 403881.03125 68 409510.50000 69 348771.68750 70 404075.06250 71 427978.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,IPTU,AR,1.024991512298584,"107 2133506.250 108 8435994.000 109 9646125.000 110 1976258.875 111 2035013.875 112 1976121.750 113 1976258.875 114 2035013.875 115 1976121.750 116 2035013.875 117 1975874.500 118 2035013.875 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,ISS,MLP,0.9382121562957764,"108 4.058430e+06 109 4.104063e+06 110 4.134508e+06 111 4.144611e+06 112 4.185525e+06 113 4.190068e+06 114 4.194926e+06 115 4.213942e+06 116 4.186756e+06 117 4.217054e+06 118 4.200124e+06 119 4.180855e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,ITBI,HWES,0.6095263957977295,"108 8.824800e+05 109 8.815346e+05 110 1.048559e+06 111 8.824547e+05 112 1.048558e+06 113 1.041653e+06 114 8.771314e+05 115 1.058462e+06 116 1.059280e+06 117 8.824800e+05 118 1.059020e+06 119 1.036449e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,IRRF,SARIMAX,0.676008939743042,"108 1.718477e+06 109 9.779197e+05 110 1.718477e+06 111 1.718477e+06 112 1.718477e+06 113 1.718477e+06 114 1.718477e+06 115 1.718477e+06 116 9.941950e+05 117 1.718477e+06 118 1.718477e+06 119 1.718477e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do FPM,HWES,0.7171955108642578,"108 5256779.0 109 7575140.5 110 4638027.5 111 4852780.5 112 5256845.0 113 5385153.0 114 5602299.0 115 4638027.5 116 4637869.0 117 4263437.0 118 5256845.0 119 7575140.5 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ICMS,AR,0.5360114574432373,"108 4866390.0 109 4367673.0 110 4201412.0 111 4330766.0 112 4209598.0 113 4363368.0 114 4277340.0 115 4297492.5 116 4300354.5 117 4738229.0 118 4422168.0 119 4739667.5 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do IPVA,AR,1.0516400337219238,"108 2.677330e+06 109 1.316619e+06 110 1.415052e+06 111 2.538242e+06 112 1.848610e+06 113 9.432524e+05 114 8.349326e+05 115 4.626501e+05 116 3.626826e+05 117 2.573778e+05 118 2.373242e+05 119 2.601531e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Cota-Parte do ITR,SARIMAX,1.1424193382263184,"84 244.592590 85 1236.163208 86 80.314293 87 75.765961 88 1390.417236 89 1188.415649 90 129.674576 91 92.204987 92 -96.843742 93 520.030640 94 1126.335205 95 -57.098156 Name: Valor, dtype: float64" Prefeitura Municipal de Campo Bom - RS,Transferencias LC 61_1989,HWES,0.5027477741241455,"84 40450.648438 85 32149.085938 86 37570.582031 87 42830.996094 88 39125.156250 89 40235.503906 90 40998.546875 91 39242.359375 92 42813.386719 93 34868.437500 94 37570.582031 95 44325.175781 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,IPTU,AR,1.1468591690063477,"108 822977.000000 109 236633.031250 110 255873.312500 111 159976.031250 112 159976.031250 113 159976.031250 114 159976.031250 115 159976.437500 116 168988.218750 117 155345.250000 118 163493.718750 119 162523.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,ISS,SARIMAX,0.8331506252288818,"108 647985.5625 109 698779.1875 110 646040.1250 111 648061.0625 112 647985.5625 113 680091.8125 114 703822.3750 115 703822.3750 116 602451.3125 117 678146.4375 118 648275.7500 119 648071.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,ITBI,SES,0.6148321628570557,"108 60113.429688 109 65914.882812 110 52161.460938 111 171067.078125 112 377818.625000 113 376752.468750 114 159652.062500 115 64076.472656 116 340440.187500 117 78893.890625 118 171067.078125 119 327524.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,IRRF,SARIMAX,1.1316001415252686,"108 561685.000 109 571554.375 110 1231083.875 111 1231083.875 112 1230696.625 113 1231083.875 114 1231083.875 115 1231083.875 116 1231083.875 117 1231083.875 118 1231083.875 119 1231083.875 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do FPM,HWES,0.6564333438873291,"108 3312014.75 109 5050409.00 110 2868667.50 111 3063728.75 112 3317426.50 113 3432415.75 114 3317426.50 115 2868667.50 116 2868667.50 117 2538166.25 118 3317426.50 119 5050409.00 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ICMS,HWES,0.5868613719940186,"108 2786990.00 109 2697129.50 110 2728720.25 111 3514897.50 112 3108246.25 113 2709855.25 114 2512789.25 115 3088318.75 116 3510134.25 117 3124203.00 118 2597780.75 119 3124203.00 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do IPVA,XGBoost,1.4260010719299316,"108 739301.000000 109 267496.968750 110 531615.312500 111 654895.250000 112 743476.812500 113 281438.656250 114 242982.390625 115 137322.906250 116 128646.328125 117 85874.484375 118 76230.484375 119 624462.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Cota-Parte do ITR,MLP,1.5427756309509277,"108 3.436923e+04 109 5.494753e+03 110 3.356352e+03 111 5.220806e+03 112 8.251814e+03 113 6.220470e+03 114 5.411098e+03 115 8.317772e+03 116 1.774685e+05 117 1.014453e+06 118 9.081904e+04 119 7.821728e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Caçapava do Sul - RS,Transferencias LC 61_1989,HWES,0.5309569835662842,"108 26452.320312 109 29627.748047 110 29176.476562 111 28849.648438 112 29751.843750 113 32523.058594 114 32490.205078 115 29356.388672 116 29893.142578 117 27452.451172 118 29230.472656 119 27808.353516 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,IPTU,Prophet,0.7778260707855225,"87 76292.906250 88 76083.679688 89 288507.968750 90 595634.937500 91 363714.687500 92 778992.375000 93 353336.031250 94 353338.843750 95 353336.031250 96 354173.406250 97 352914.125000 98 356479.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,ISS,XGBoost,0.5328352451324463,"108 57536.390625 109 54602.351562 110 49642.441406 111 57536.390625 112 47440.285156 113 47945.757812 114 50824.050781 115 51854.722656 116 51854.722656 117 51963.476562 118 61103.046875 119 61103.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,ITBI,MLP,0.5723567008972168,"108 65808.051899 109 54448.324169 110 60456.705206 111 58055.129603 112 67734.376401 113 63524.176807 114 66562.713261 115 62169.061274 116 65883.943730 117 56861.110557 118 66646.896279 119 56003.713069 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,IRRF,MLP,1.3320896625518799,"107 59528.622128 108 60386.558333 109 62567.568244 110 61062.832024 111 60025.482962 112 59522.678671 113 59816.126814 114 60069.288628 115 58904.719633 116 59629.207164 117 59821.199554 118 78887.241832 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do FPM,HWES,0.7201120853424072,"108 1.257040e+06 109 1.893769e+06 110 1.043643e+06 111 1.184274e+06 112 1.257034e+06 113 1.296007e+06 114 1.256998e+06 115 1.043643e+06 116 1.047768e+06 117 9.632383e+05 118 1.257034e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ICMS,HWES,0.5887150764465332,"108 1.056437e+06 109 9.609321e+05 110 8.645054e+05 111 1.061520e+06 112 1.106074e+06 113 1.049759e+06 114 1.075395e+06 115 1.074798e+06 116 1.074798e+06 117 1.102292e+06 118 1.047519e+06 119 1.100940e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do IPVA,SARIMAX,1.42580246925354,"108 297149.875000 109 158575.640625 110 137291.281250 111 175294.625000 112 137291.281250 113 39228.187500 114 22110.859375 115 39228.238281 116 34862.253906 117 25981.998047 118 26235.837891 119 296840.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Cota-Parte do ITR,MLP,1.3961710929870605,"105 18305.874075 106 22694.290719 107 28312.129659 108 35587.541587 109 45359.997126 110 55718.112336 111 69981.249205 112 88780.904965 113 128321.487026 114 243092.049633 115 160906.040157 116 203410.558607 Name: Valor, dtype: float64" Prefeitura Municipal de Ibiaçá - RS,Transferencias LC 61_1989,MLP,0.5916712284088135,"60 13331.078460 61 13675.304263 62 13509.307427 63 13375.500117 64 13044.029586 65 12997.029033 66 13268.265379 67 12903.349597 68 13416.882783 69 13546.490962 70 13121.466146 71 13464.164678 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,IPTU,HWES,1.0613751411437988,"97 2800.173828 98 23899.083984 99 231199.562500 100 28779.011719 101 22741.468750 102 1400.233032 103 2150.218262 104 1615.774048 105 -2842.172607 106 9668.270508 107 -2134.156494 108 35223.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,ISS,XGBoost,1.2467772960662842,"104 31927.074219 105 30512.191406 106 31245.386719 107 30804.228516 108 31882.863281 109 32952.355469 110 31927.074219 111 33608.785156 112 31901.806641 113 31270.654297 114 32332.398438 115 32899.410156 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,ITBI,XGBoost,0.897719144821167,"92 917.828247 93 1460.638672 94 11428.992188 95 9231.438477 96 3328.096191 97 8259.877930 98 35058.894531 99 31441.001953 100 2922.277832 101 16999.773438 102 24513.185547 103 8239.916016 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,IRRF,XGBoost,1.3489983081817627,"104 30092.187500 105 29495.429688 106 30027.972656 107 28492.937500 108 28492.937500 109 59622.203125 110 29992.091797 111 29992.091797 112 28215.183594 113 29690.886719 114 29627.441406 115 59266.386719 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do FPM,HWES,0.6509051322937012,"104 1276545.000 105 2257007.500 106 1055139.125 107 1146426.500 108 1489288.000 109 1287481.250 110 1490254.250 111 1055139.125 112 1065081.375 113 961816.125 114 1489288.000 115 2257007.500 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ICMS,SES,0.5549945831298828,"104 382339.43750 105 402496.53125 106 414468.00000 107 359307.65625 108 457923.87500 109 356760.09375 110 381553.59375 111 398704.84375 112 393898.90625 113 398798.40625 114 352952.46875 115 418754.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do IPVA,SARIMAX,1.0698282718658447,"104 77409.039062 105 54398.832031 106 64290.554688 107 73390.140625 108 54917.363281 109 27456.304688 110 12207.841797 111 11605.657227 112 11605.657227 113 13686.599609 114 13686.599609 115 75321.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Cota-Parte do ITR,XGBoost,1.2937450408935547,"91 -44.195385 92 109.577248 93 114.946709 94 113.029175 95 87.102127 96 51.706661 97 883.295410 98 202.805786 99 4.185848 100 2376.488525 101 135.462677 102 135.462677 Name: Valor, dtype: float64" Prefeitura Municipal de Paulo Bento - RS,Transferencias LC 61_1989,AR,0.7987115383148193,"104 5123.424316 105 4854.813965 106 4566.260742 107 5133.030762 108 5042.823730 109 5242.660156 110 5326.921387 111 5076.557129 112 5119.920898 113 5264.097168 114 4992.249023 115 5161.438965 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,IPTU,HWES,1.3595244884490967,"99 8801.086914 100 5789.446777 101 41511.968750 102 244769.343750 103 42198.273438 104 40789.121094 105 42198.515625 106 35900.660156 107 10675.390625 108 24819.164062 109 44499.539062 110 18026.412109 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,ISS,MLP,0.5497641563415527,"108 49741.435559 109 46099.818588 110 48286.785055 111 47398.664370 112 48864.435878 113 50012.485317 114 50032.078983 115 53062.187827 116 47877.191193 117 46784.322657 118 46742.000453 119 48275.159867 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,ITBI,XGBoost,0.8773818016052246,"108 167957.03125 109 162855.06250 110 162560.34375 111 160226.31250 112 167957.03125 113 168089.59375 114 153979.59375 115 153965.59375 116 168096.00000 117 166493.37500 118 167957.03125 119 166493.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,IRRF,Prophet,1.0627434253692627,"106 17333.152344 107 31011.755859 108 31011.634766 109 30771.591797 110 4434.635742 111 4144.448242 112 116729.937500 113 119273.023438 114 119725.695312 115 119677.140625 116 119725.695312 117 119677.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do FPM,HWES,0.6845898628234863,"108 1.308332e+06 109 1.893976e+06 110 1.069927e+06 111 1.208923e+06 112 1.308540e+06 113 1.399645e+06 114 1.308540e+06 115 1.069927e+06 116 1.069927e+06 117 9.987733e+05 118 1.308540e+06 119 1.893976e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do ICMS,HWES,0.5652337074279785,"108 1.022005e+06 109 8.764387e+05 110 8.889109e+05 111 1.056997e+06 112 1.062882e+06 113 1.047681e+06 114 1.035418e+06 115 1.061946e+06 116 1.061946e+06 117 1.092912e+06 118 1.047273e+06 119 1.092912e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do IPVA,AR,0.9734032154083252,"108 116706.828125 109 93569.578125 110 100313.312500 111 182488.031250 112 109063.242188 113 60783.765625 114 61410.285156 115 23144.001953 116 24557.072266 117 20445.476562 118 20330.314453 119 108695.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Cota-Parte do ITR,XGBoost,1.9083225727081299,"102 40581.515625 103 115734.437500 104 74236.851562 105 74045.585938 106 74066.507812 107 74278.640625 108 74212.867188 109 74141.664062 110 134092.250000 111 134528.296875 112 74141.664062 113 74205.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Barracão - RS,Transferencias LC 61_1989,XGBoost,0.7814152240753174,"60 7492.301758 61 8371.685547 62 7660.450195 63 7577.988281 64 6120.014160 65 6120.014160 66 6139.465332 67 6120.014160 68 7709.798828 69 7492.301758 70 6120.014160 71 6139.465332 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,IPTU,MLP,1.1177892684936523,"106 16028.316408 107 25129.788235 108 26480.641590 109 26697.690847 110 27311.407322 111 30552.648248 112 37923.975665 113 44591.549857 114 84564.779298 115 151697.092103 116 44336.624745 117 59069.832979 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,ISS,SARIMAX,1.2541325092315674,"108 38645.199219 109 39103.929688 110 52258.550781 111 52861.679688 112 52861.679688 113 39103.929688 114 53431.203125 115 51698.433594 116 53431.203125 117 51698.433594 118 53148.855469 119 39103.929688 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,ITBI,XGBoost,0.8712019920349121,"108 18030.580078 109 13042.148438 110 6021.210938 111 8901.231445 112 7561.839355 113 7685.201172 114 6476.875000 115 6566.639648 116 7731.182617 117 8609.253906 118 5151.541992 119 9660.216797 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,IRRF,AR,2.027425765991211,"108 77698.210938 109 77603.984375 110 77698.210938 111 77603.984375 112 77603.984375 113 77698.210938 114 77698.210938 115 77603.984375 116 77698.210938 117 110133.281250 118 77603.984375 119 110133.281250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do FPM,SARIMAX,0.7283239364624023,"108 1893963.375 109 1619878.500 110 1597583.625 111 1597583.625 112 1893960.750 113 1615107.000 114 1893963.375 115 1600182.250 116 1597583.625 117 1947597.125 118 1674717.250 119 1947597.125 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ICMS,HWES,0.6105771064758301,"108 638474.5000 109 631567.0625 110 636606.6250 111 636606.6250 112 631567.0625 113 629630.8750 114 638474.5000 115 631567.0625 116 625237.0625 117 615941.1250 118 629630.8750 119 638474.5000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do IPVA,MLP,1.057377576828003,"108 26842.222127 109 27784.488072 110 33824.726471 111 34784.782738 112 41079.584332 113 46480.693904 114 64487.999542 115 77579.290356 116 72027.653565 117 64074.058171 118 195672.512602 119 143667.485759 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Inhacorá - RS,Cota-Parte do ITR,Prophet,0.8188807964324951,"99 23.196121 100 30.606953 101 28.102476 102 37.947586 103 15.397685 104 1600.751587 105 0.601066 106 -2.948490 107 -3.694574 108 -3.694574 109 -4.480353 110 -4.480353 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,IPTU,HWES,1.1422016620635986,"96 56628.769531 97 56665.003906 98 12690.687500 99 10623.784180 100 12887.566406 101 14872.283203 102 5011.653809 103 4303.428223 104 5157.135254 105 6105.726074 106 3694.799316 107 5552.596680 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,ISS,SARIMAX,1.1274912357330322,"96 72128.078125 97 71619.007812 98 118413.343750 99 70636.695312 100 119806.773438 101 71745.820312 102 119742.312500 103 73317.218750 104 73317.218750 105 118413.343750 106 119742.312500 107 119806.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,ITBI,XGBoost,0.8256137371063232,"82 2921.043701 83 5586.252441 84 3038.237793 85 3485.991211 86 3875.927734 87 3940.015625 88 3392.499512 89 5764.834473 90 3484.835938 91 3484.835938 92 3967.026123 93 1460.152832 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,IRRF,XGBoost,0.7911067008972168,"96 30432.847656 97 112487.570312 98 114563.093750 99 114563.093750 100 114563.093750 101 114563.093750 102 114563.093750 103 114563.093750 104 114563.093750 105 114563.093750 106 114563.093750 107 114563.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do FPM,SARIMAX,0.6464884281158447,"96 1168769.625 97 1811506.375 98 1049058.500 99 1168769.625 100 1770044.000 101 1168769.625 102 1811506.375 103 1168769.625 104 1149857.000 105 1149768.625 106 1811523.750 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do ICMS,XGBoost,0.5407078266143799,"96 335192.90625 97 321324.59375 98 380269.59375 99 315658.00000 100 384795.68750 101 315656.59375 102 315656.59375 103 321001.93750 104 327338.56250 105 325529.37500 106 327472.46875 107 380268.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Cota-Parte do IPVA,XGBoost,0.5882341861724854,"96 127084.656250 97 62955.144531 98 103285.953125 99 164593.609375 100 160089.812500 101 63684.378906 102 41482.984375 103 35130.011719 104 9070.277344 105 9070.277344 106 7428.079102 107 127084.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Tabaí - RS,Transferencias LC 61_1989,XGBoost,1.1773080825805664,"84 3410.923828 85 3458.734619 86 3288.375244 87 3416.614990 88 3159.747803 89 4313.822266 90 3162.844727 91 3751.675781 92 3161.724854 93 3708.032959 94 3002.927246 95 3161.724854 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,IPTU,SARIMAX,1.1683366298675537,"99 4999.786621 100 4999.847656 101 11903.878906 102 18331.060547 103 22369.781250 104 54049.816406 105 212950.343750 106 13009.555664 107 13009.576172 108 13836.714844 109 11809.574219 110 9931.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,ISS,MLP,1.1476895809173584,"108 69141.701858 109 76259.097049 110 85304.690490 111 90505.327881 112 101349.443744 113 105412.761774 114 116287.543032 115 129806.323284 116 138859.895363 117 141033.476599 118 156788.985333 119 178486.600398 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,ITBI,XGBoost,0.7014060020446777,"105 26550.525391 106 10276.423828 107 12264.647461 108 18954.648438 109 10564.884766 110 12559.147461 111 23614.474609 112 20449.001953 113 10618.670898 114 26134.638672 115 46022.953125 116 17688.589844 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,IRRF,MLP,0.9962954521179199,"108 27941.253733 109 35445.424834 110 36284.267891 111 35909.039498 112 35653.012986 113 37582.882957 114 36024.977101 115 35726.324757 116 35646.835175 117 33084.114807 118 36186.757034 119 46245.560890 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do FPM,HWES,0.6673538684844971,"108 1.300113e+06 109 1.894167e+06 110 1.055383e+06 111 1.202147e+06 112 1.313799e+06 113 1.370395e+06 114 1.313799e+06 115 1.055383e+06 116 1.055383e+06 117 9.794354e+05 118 1.313799e+06 119 1.894167e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do ICMS,SES,1.1444432735443115,"108 653433.0625 109 680675.8125 110 665746.9375 111 711607.5625 112 714505.1875 113 695288.1250 114 711607.5625 115 714505.1875 116 692724.5625 117 717755.0000 118 701917.0625 119 693043.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do IPVA,XGBoost,1.0691900253295898,"107 99081.695312 108 37166.644531 109 47134.957031 110 99081.695312 111 54758.914062 112 64258.562500 113 21908.472656 114 21872.900391 115 18320.712891 116 5007.363281 117 5431.560059 118 54448.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Cota-Parte do ITR,XGBoost,1.3840770721435547,"89 4120.896484 90 44543.945312 91 61285.183594 92 77703.781250 93 70120.945312 94 76001.679688 95 77510.976562 96 75972.632812 97 76053.578125 98 76091.593750 99 77703.781250 100 77060.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Caseiros - RS,Transferencias LC 61_1989,SES,0.6635818481445312,"48 6576.214844 49 6167.615234 50 6578.476562 51 6576.214844 52 6578.476562 53 6684.727051 54 6668.525879 55 5985.559082 56 6668.525879 57 6576.214844 58 6668.525879 59 6684.727051 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,IPTU,AR,1.1984827518463135,"106 5.192747e+04 107 1.935864e+05 108 1.071634e+06 109 1.895419e+05 110 7.051581e+04 111 1.809646e+05 112 5.218948e+04 113 1.825927e+05 114 1.033325e+05 115 2.029141e+05 116 5.587616e+04 117 1.559706e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,ISS,MLP,0.5506129264831543,"108 182307.151967 109 168004.460210 110 180662.593958 111 165315.905497 112 175020.361159 113 171932.708204 114 171560.826320 115 169831.083273 116 168888.745892 117 166450.283568 118 168973.156599 119 176350.570170 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,ITBI,XGBoost,0.6333410739898682,"108 36052.496094 109 62068.023438 110 59376.542969 111 36023.621094 112 65009.628906 113 92310.437500 114 55022.480469 115 92074.671875 116 61287.035156 117 63554.285156 118 42193.390625 119 65294.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,IRRF,Prophet,0.5652048587799072,"107 186310.843750 108 189824.906250 109 187134.531250 110 190054.796875 111 186510.046875 112 186510.046875 113 186510.046875 114 186510.046875 115 186510.046875 116 186510.046875 117 186510.046875 118 186510.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do FPM,MLP,0.6540074348449707,"108 2.133657e+06 109 2.481877e+06 110 1.948222e+06 111 2.080880e+06 112 2.196857e+06 113 2.133255e+06 114 2.394714e+06 115 1.997405e+06 116 2.028129e+06 117 1.981199e+06 118 2.235798e+06 119 2.854636e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ICMS,XGBoost,0.6651208400726318,"108 659596.6875 109 660729.8125 110 663456.4375 111 833427.6875 112 921554.7500 113 837375.4375 114 964619.2500 115 931896.2500 116 922453.3750 117 923822.0000 118 968451.1250 119 923326.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do IPVA,SARIMAX,1.4247040748596191,"108 474212.437500 109 217498.921875 110 152774.984375 111 438685.312500 112 438685.312500 113 217499.046875 114 222339.203125 115 76068.867188 116 6704.551758 117 6704.571289 118 2591.990234 119 310511.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Cota-Parte do ITR,XGBoost,1.012601375579834,"94 54.789425 95 12.499079 96 206.439041 97 20.948633 98 54.376415 99 37.618267 100 107.072609 101 63.748653 102 55.651382 103 -43.379742 104 330.638458 105 -191.198044 Name: Valor, dtype: float64" Prefeitura Municipal de Sobradinho - RS,Transferencias LC 61_1989,HWES,0.7706727981567383,"107 7545.843750 108 5818.156250 109 8422.307617 110 7500.062500 111 5368.995605 112 4628.222656 113 4531.398926 114 1069.037964 115 4367.166504 116 4905.965820 117 5164.712891 118 4572.336914 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,IPTU,Prophet,0.5689139366149902,"105 27468.878906 106 27446.714844 107 26619.808594 108 31872.132812 109 356391.406250 110 381446.781250 111 81341.203125 112 65800.789062 113 57365.679688 114 67091.148438 115 64735.171875 116 86702.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,ISS,SARIMAX,1.2625999450683594,"108 25347.242188 109 24590.062500 110 28942.476562 111 42192.496094 112 42192.496094 113 27738.941406 114 27246.253906 115 28942.476562 116 28942.476562 117 42379.949219 118 25346.689453 119 31998.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,ITBI,XGBoost,1.1929643154144287,"108 29371.322266 109 36894.910156 110 15996.726562 111 31567.486328 112 30825.683594 113 26658.318359 114 18196.298828 115 14816.265625 116 18196.298828 117 14818.204102 118 16810.941406 119 13150.162109 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,IRRF,XGBoost,0.9204859733581543,"108 72268.320312 109 72268.195312 110 72686.578125 111 79716.960938 112 74392.867188 113 79716.960938 114 79716.960938 115 79716.960938 116 79716.960938 117 74392.867188 118 79716.960938 119 80197.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do FPM,XGBoost,1.7905521392822266,"107 1737819.250 108 1671449.750 109 1732487.000 110 1588892.750 111 1589404.875 112 1589404.875 113 1589404.875 114 1611830.125 115 1623616.875 116 1611983.125 117 1589404.875 118 1669716.500 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do ICMS,HWES,0.6075468063354492,"108 831882.3125 109 768989.9375 110 773177.0625 111 836177.1875 112 848094.2500 113 820380.8125 114 836177.1875 115 836275.0625 116 836275.0625 117 842751.4375 118 822189.0000 119 842751.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do IPVA,XGBoost,1.4909141063690186,"108 238754.734375 109 43168.503906 110 61572.921875 111 237231.515625 112 80444.648438 113 54874.980469 114 46325.808594 115 27672.494141 116 35762.988281 117 25543.273438 118 13707.323242 119 184367.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Brochier - RS,Cota-Parte do ITR,AR,0.7664496898651123,"99 44.071068 100 317.751892 101 60.400074 102 23.656549 103 50.897720 104 41.191330 105 12.533233 106 44.074062 107 825.431213 108 56.131462 109 -8.136635 110 2.484384 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,IPTU,HWES,0.7077851295471191,"105 18316.542969 106 93061.906250 107 590318.437500 108 61914.914062 109 44390.839844 110 72833.062500 111 69167.406250 112 69167.406250 113 68803.984375 114 31513.904297 115 68803.984375 116 47608.621094 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,ISS,SARIMAX,0.6081695556640625,"108 228139.984375 109 235184.859375 110 240082.015625 111 232001.765625 112 235189.593750 113 232555.281250 114 228717.203125 115 242626.312500 116 232001.765625 117 235184.859375 118 242625.578125 119 236841.718750 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,ITBI,HWES,0.6040723323822021,"108 44427.105469 109 79401.835938 110 193873.187500 111 191903.734375 112 212389.453125 113 189741.484375 114 193980.875000 115 192230.421875 116 191903.734375 117 191903.734375 118 194360.703125 119 194372.062500 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,IRRF,XGBoost,0.5826334953308105,"108 247596.234375 109 247596.234375 110 247588.609375 111 247596.234375 112 247596.234375 113 247596.234375 114 247596.234375 115 247596.234375 116 247588.609375 117 247588.609375 118 247596.234375 119 247596.234375 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do FPM,HWES,0.6912252902984619,"108 1157657.500 109 2221813.250 110 1158838.375 111 1218972.500 112 2221602.500 113 1219518.000 114 2221817.250 115 1221578.875 116 1219071.875 117 1158828.125 118 1108285.625 119 2221817.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.5868995189666748,"108 2079294.250 109 1951796.250 110 1919509.875 111 2079294.250 112 2056742.250 113 2078356.750 114 2079294.250 115 2056742.250 116 2078215.875 117 2056742.250 118 2079294.250 119 2056742.250 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do IPVA,AR,1.004197359085083,"108 204513.171875 109 94582.796875 110 94582.796875 111 163567.234375 112 157155.968750 113 94582.796875 114 96589.445312 115 26964.779297 116 16583.367188 117 7931.079102 118 11714.838867 119 163567.234375 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Cota-Parte do ITR,MLP,1.4541876316070557,"108 89769.490896 109 41385.042930 110 65162.499523 111 19738.874253 112 19983.301705 113 24360.941625 114 25145.970060 115 26871.932081 116 152332.231666 117 932103.999620 118 189498.662916 119 137381.116806 Name: Valor, dtype: float64" Prefeitura Municipal de São Vicente do Sul - RS,Transferencias LC 61_1989,MLP,0.6537230014801025,"48 10669.745783 49 9622.966503 50 9944.595921 51 10219.604997 52 10066.825336 53 10279.564459 54 10321.489544 55 9979.967980 56 10076.918922 57 11199.323322 58 9811.889390 59 10291.874253 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,IPTU,SARIMAX,0.7100875377655029,"96 1203807.875 97 1872560.125 98 1267134.250 99 643669.875 100 643669.875 101 643669.875 102 643669.875 103 643669.875 104 643669.875 105 650314.875 106 638503.375 107 1356888.750 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,ISS,MLP,1.04006028175354,"96 1.164972e+06 97 1.048155e+06 98 1.143438e+06 99 1.161986e+06 100 1.195821e+06 101 1.158992e+06 102 1.171789e+06 103 1.159190e+06 104 1.202799e+06 105 1.275581e+06 106 1.139520e+06 107 1.376636e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,ITBI,SARIMAX,0.982994794845581,"96 6.387350e+05 97 7.445044e+05 98 7.518518e+05 99 4.750611e+05 100 4.519272e+05 101 6.373294e+05 102 1.123980e+06 103 1.239740e+06 104 4.526399e+05 105 7.055746e+05 106 4.622973e+05 107 4.414142e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,IRRF,AR,1.0632941722869873,"96 1283201.750 97 960943.500 98 1283890.875 99 1283201.750 100 1283201.750 101 1283201.750 102 1283890.875 103 2293095.250 104 2293095.250 105 2293095.250 106 2293095.250 107 2335528.750 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do FPM,SARIMAX,0.5251319408416748,"96 5742648.0 97 7849861.0 98 4753082.5 99 5742648.0 100 6649502.5 101 5742648.0 102 7849861.0 103 5742648.0 104 5527449.0 105 4550780.5 106 7849940.0 107 7849861.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do ICMS,XGBoost,0.5650019645690918,"96 5411889.0 97 6559438.0 98 6463767.5 99 6415675.5 100 6682784.0 101 6415675.5 102 6415675.5 103 6156561.5 104 5732803.0 105 5803303.5 106 5808919.0 107 6060893.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alegrete - RS,Cota-Parte do IPVA,MLP,1.7158045768737793,"96 2.151352e+06 97 1.001601e+06 98 1.174446e+06 99 1.980999e+06 100 1.626294e+06 101 1.012451e+06 102 7.494351e+05 103 5.830986e+05 104 4.667406e+05 105 4.181655e+05 106 3.814723e+05 107 2.769747e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,IPTU,AR,1.2989656925201416,"103 4323.249512 104 10709.327148 105 26984.193359 106 15391.480469 107 10335.821289 108 1840.026001 109 10337.652344 110 2101.727783 111 1349.235352 112 10636.026367 113 2578.447510 114 2755.590088 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,ISS,MLP,0.49521875381469727,"108 42133.973629 109 39145.800021 110 53752.077975 111 53146.572560 112 42427.925317 113 41585.895223 114 42190.741440 115 54396.616544 116 39959.675607 117 39762.079826 118 41644.122558 119 48818.682050 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,ITBI,SES,0.7958776950836182,"106 1074.916748 107 15474.706055 108 28838.875000 109 29468.589844 110 34963.964844 111 45654.339844 112 35341.949219 113 22794.281250 114 40644.289062 115 26304.066406 116 15705.232422 117 8308.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,IRRF,SARIMAX,0.6807620525360107,"108 39571.625000 109 42914.230469 110 169722.468750 111 37800.281250 112 38501.394531 113 32352.263672 114 11506.340820 115 15844.023438 116 1882.269775 117 67059.929688 118 844.947388 119 42207.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do FPM,HWES,0.5922765731811523,"107 1357552.125 108 1893863.375 109 1102165.500 110 1196418.875 111 1372580.625 112 1353379.000 113 1391721.375 114 1102165.500 115 1102253.375 116 993330.375 117 1372580.625 118 1893863.375 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do ICMS,HWES,0.585625171661377,"108 857416.1875 109 750968.3125 110 751537.3125 111 845388.1250 112 869353.0625 113 817688.1875 114 818852.2500 115 845351.5000 116 845388.1250 117 849120.4375 118 843411.0000 119 849120.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do IPVA,SARIMAX,1.5518243312835693,"108 64936.277344 109 23692.966797 110 23638.207031 111 23795.765625 112 23795.765625 113 14312.334961 114 12062.185547 115 9881.847656 116 7248.054688 117 -846.249084 118 6162.833496 119 25890.404297 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Cota-Parte do ITR,XGBoost,1.1478643417358398,"71 18854.404297 72 18853.744141 73 18100.117188 74 18109.445312 75 18712.587891 76 18854.404297 77 18712.587891 78 19446.826172 79 305607.656250 80 26604.171875 81 18832.564453 82 20117.552734 Name: Valor, dtype: float64" Prefeitura Municipal de Garruchos - RS,Transferencias LC 61_1989,HWES,0.8419115543365479,"108 7276.753906 109 6544.436035 110 7488.371582 111 8029.155273 112 6820.051758 113 8204.351562 114 7653.559082 115 7780.936523 116 8768.129883 117 7802.032227 118 8740.704102 119 9213.151367 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,IPTU,Prophet,0.6026806831359863,"95 32951.402344 96 23474.292969 97 13291.775391 98 31017.673828 99 127134.992188 100 469545.406250 101 62885.250000 102 36443.394531 103 31017.673828 104 24624.429688 105 26803.197266 106 31017.673828 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,ISS,XGBoost,0.8717870712280273,"108 42324.605469 109 52737.109375 110 41829.707031 111 44283.136719 112 41742.078125 113 43660.527344 114 46544.808594 115 44630.664062 116 43921.851562 117 44429.261719 118 43942.738281 119 43942.738281 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,ITBI,MLP,1.250962257385254,"108 35256.061238 109 27315.820601 110 26830.674664 111 30427.003957 112 34212.746521 113 33965.272259 114 26370.195606 115 35374.620248 116 28354.016173 117 30809.284166 118 28411.424218 119 26924.363242 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,IRRF,SARIMAX,0.544386625289917,"108 85224.859375 109 85224.859375 110 85224.812500 111 85224.859375 112 85224.812500 113 86174.820312 114 85224.812500 115 86174.820312 116 86174.820312 117 85224.812500 118 85224.812500 119 160890.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do FPM,HWES,0.6672828197479248,"108 1.326605e+06 109 1.893769e+06 110 1.063032e+06 111 1.248049e+06 112 1.401016e+06 113 1.326605e+06 114 1.407567e+06 115 1.063032e+06 116 1.064052e+06 117 9.451934e+05 118 1.401016e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ICMS,HWES,0.6093425750732422,"108 745290.6250 109 716680.2500 110 726286.7500 111 918722.2500 112 899544.6250 113 739053.3750 114 958414.0000 115 933781.2500 116 933785.0000 117 949331.7500 118 771501.3125 119 949331.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do IPVA,XGBoost,1.112260341644287,"108 116833.914062 109 39641.257812 110 52419.992188 111 145833.500000 112 93465.523438 113 18547.373047 114 19187.212891 115 18540.550781 116 19392.064453 117 3844.196777 118 4017.047119 119 133791.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Cota-Parte do ITR,MLP,1.4447855949401855,"98 14816.595555 99 16734.637646 100 16381.049640 101 17256.776947 102 18489.617465 103 20257.195066 104 22207.864014 105 26533.084142 106 110324.303700 107 116988.577615 108 28744.747127 109 28235.728188 Name: Valor, dtype: float64" Prefeitura Municipal de Quinze de Novembro - RS,Transferencias LC 61_1989,XGBoost,1.5107147693634033,"108 6646.872559 109 5047.513672 110 6739.676270 111 6960.342773 112 6727.371582 113 6727.371582 114 7771.685059 115 6796.025879 116 7442.553223 117 6182.394531 118 6796.025879 119 7271.331543 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,IPTU,MLP,1.0768108367919922,"107 1.343515e+06 108 1.334144e+06 109 1.938641e+06 110 2.260099e+06 111 1.446766e+06 112 1.556257e+06 113 1.537888e+06 114 1.735272e+06 115 1.709977e+06 116 1.764909e+06 117 1.961817e+06 118 2.411596e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,ISS,MLP,1.0925266742706299,"108 5.623640e+06 109 5.280217e+06 110 5.775553e+06 111 6.624849e+06 112 7.011214e+06 113 7.439677e+06 114 7.956759e+06 115 8.149928e+06 116 8.535969e+06 117 8.841945e+06 118 9.301916e+06 119 1.017280e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,ITBI,MLP,0.6625018119812012,"107 475444.255697 108 390483.664170 109 455700.314010 110 406828.656674 111 400264.361365 112 479265.972033 113 445589.161177 114 552833.147023 115 465703.201854 116 425337.451477 117 456483.978978 118 400479.431971 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,IRRF,XGBoost,1.2003893852233887,"108 2775329.25 109 2758297.75 110 2760173.00 111 2912387.00 112 2760173.00 113 2760173.00 114 2760173.00 115 2760173.00 116 2760173.00 117 2760173.00 118 2760173.00 119 5240047.50 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do FPM,AR,0.6740357875823975,"108 6107624.50 109 9468845.00 110 5050657.50 111 2773846.25 112 6046089.50 113 3939013.75 114 9468845.00 115 5050657.50 116 5050687.50 117 4624782.00 118 6054095.00 119 9468845.00 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do ICMS,MLP,1.068894863128662,"108 1.526266e+07 109 1.507227e+07 110 1.547989e+07 111 1.617960e+07 112 1.662300e+07 113 1.613602e+07 114 1.658863e+07 115 1.669635e+07 116 1.693631e+07 117 1.749370e+07 118 1.695148e+07 119 1.777887e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do IPVA,AR,1.014892339706421,"108 2.080230e+06 109 1.286542e+06 110 1.629830e+06 111 2.283077e+06 112 2.441302e+06 113 1.265066e+06 114 8.386998e+05 115 5.340052e+05 116 3.503824e+05 117 4.086651e+05 118 2.111299e+05 119 1.696913e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Cota-Parte do ITR,AR,1.2643036842346191,"108 20294.662109 109 25073.406250 110 25219.271484 111 24273.939453 112 24278.320312 113 24051.968750 114 24192.912109 115 25116.009766 116 21310.917969 117 18789.246094 118 20294.662109 119 20294.662109 Name: Valor, dtype: float64" Prefeitura Municipal de Guaíba - RS,Transferencias LC 61_1989,AR,0.7437222003936768,"60 141569.968750 61 124438.679688 62 123059.390625 63 160974.062500 64 154737.843750 65 150841.671875 66 151900.718750 67 151951.500000 68 150262.343750 69 139249.062500 70 152841.093750 71 137507.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,IPTU,SARIMAX,1.0542867183685303,"100 4825.514160 101 6449.270996 102 6449.294434 103 23330.542969 104 115205.132812 105 105881.320312 106 10686.944336 107 15359.990234 108 23538.929688 109 27262.699219 110 7217.235840 111 17594.992188 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,ISS,XGBoost,0.5922904014587402,"108 33731.500000 109 37192.679688 110 37066.253906 111 37066.253906 112 37192.679688 113 35663.554688 114 37192.679688 115 37192.679688 116 35663.554688 117 37192.679688 118 37192.679688 119 37192.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,ITBI,XGBoost,0.9474849700927734,"107 -27439.160156 108 -20584.447266 109 -21064.533203 110 -12557.841797 111 42550.781250 112 7053.409668 113 43834.058594 114 56093.890625 115 18096.910156 116 2761.474854 117 13600.102539 118 -2749.557129 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,IRRF,XGBoost,0.6882987022399902,"108 60236.699219 109 60308.808594 110 97105.640625 111 92452.320312 112 97105.640625 113 92440.648438 114 97105.640625 115 97105.640625 116 92452.320312 117 92452.320312 118 97105.640625 119 99955.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do FPM,HWES,0.7968251705169678,"108 1285683.375 109 1893768.750 110 1045755.875 111 1169431.625 112 1289492.000 113 1273428.625 114 1289492.000 115 1045755.875 116 1045755.875 117 960660.500 118 1289492.000 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do ICMS,HWES,0.6785318851470947,"108 1177258.500 109 1003140.875 110 1009413.125 111 1181922.875 112 1258259.125 113 1056976.125 114 1217489.000 115 1259170.500 116 1181922.875 117 1258244.250 118 1147826.000 119 1219074.875 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do IPVA,XGBoost,1.4005417823791504,"108 104016.546875 109 75635.867188 110 65208.902344 111 107589.187500 112 104488.375000 113 35397.015625 114 55966.695312 115 32709.130859 116 28184.205078 117 16121.872070 118 16121.582031 119 208673.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Cota-Parte do ITR,MLP,1.5967118740081787,"100 1.462323e+05 101 1.460776e+05 102 1.714561e+05 103 2.101002e+05 104 2.380259e+05 105 2.886690e+05 106 3.329720e+05 107 3.880284e+05 108 5.741978e+05 109 1.136624e+06 110 5.782772e+05 111 6.734333e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Pontão - RS,Transferencias LC 61_1989,HWES,0.7894654273986816,"108 10211.992188 109 10480.403320 110 10648.302734 111 12176.662109 112 10276.235352 113 8159.866699 114 10683.797852 115 11211.099609 116 7651.854980 117 8238.591797 118 10589.791016 119 10729.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,IPTU,HWES,1.1792783737182617,"98 52746.128906 99 38514.332031 100 38601.847656 101 38514.945312 102 38092.937500 103 39967.617188 104 39968.007812 105 38745.175781 106 224144.609375 107 224144.609375 108 224144.609375 109 52567.777344 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,ISS,MLP,1.390566110610962,"108 94156.364577 109 93760.195115 110 93088.803424 111 104313.772608 112 115485.334005 113 106847.825713 114 109673.491172 115 130564.697076 116 130389.388057 117 128425.010614 118 133166.645480 119 134595.670098 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,ITBI,MLP,1.425741195678711,"107 31115.997396 108 29768.674554 109 33227.663116 110 34110.431658 111 33280.829285 112 35352.238999 113 41043.697136 114 42949.401782 115 38993.786176 116 44476.530380 117 49655.428393 118 38464.573059 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,IRRF,XGBoost,0.6400840282440186,"108 97581.406250 109 97581.406250 110 97581.406250 111 97581.414062 112 97581.406250 113 96380.828125 114 99156.601562 115 98962.265625 116 96429.273438 117 98962.265625 118 96429.273438 119 169638.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do FPM,SARIMAX,0.6505539417266846,"108 1.597881e+06 109 1.893754e+06 110 1.264886e+06 111 1.238764e+06 112 1.597881e+06 113 1.597882e+06 114 1.893769e+06 115 1.264886e+06 116 1.264886e+06 117 9.668204e+05 118 1.597881e+06 119 1.893754e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ICMS,HWES,0.5466880798339844,"108 796652.1250 109 771369.6250 110 853014.7500 111 872353.3125 112 872633.1875 113 878002.6875 114 878278.6250 115 872633.1875 116 872626.3125 117 852288.0625 118 849957.5625 119 852288.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do IPVA,AR,1.0108506679534912,"108 153513.062500 109 132719.843750 110 176072.625000 111 152290.703125 112 155510.218750 113 110280.375000 114 76157.976562 115 76710.453125 116 66062.835938 117 25203.531250 118 107560.890625 119 176357.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Cota-Parte do ITR,HWES,0.6728365421295166,"51 663.760864 52 1609.355347 53 1651.727783 54 1639.551514 55 1604.589355 56 1615.142944 57 1609.405029 58 1601.596069 59 1609.207275 60 1651.727783 61 1615.142944 62 1587.840454 Name: Valor, dtype: float64" Prefeitura Municipal de Ametista do Sul - RS,Transferencias LC 61_1989,HWES,0.6887040138244629,"48 7149.186523 49 6565.368164 50 9578.387695 51 9928.383789 52 9928.383789 53 9928.383789 54 9928.383789 55 9926.175781 56 9928.383789 57 9933.228516 58 9578.387695 59 9928.383789 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,IPTU,MLP,1.1974596977233887,"108 3.163080e+05 109 1.319759e+06 110 3.074762e+06 111 4.334797e+05 112 5.272341e+05 113 6.044783e+05 114 5.155213e+05 115 4.828852e+05 116 4.075647e+05 117 3.908897e+05 118 2.903139e+05 119 2.750604e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,ISS,MLP,0.5791337490081787,"108 656083.594533 109 641407.412661 110 624739.954422 111 633946.763119 112 624102.430592 113 635566.200437 114 579868.548309 115 650658.961847 116 680356.477806 117 643882.445227 118 676818.237264 119 691904.357007 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,ITBI,SES,0.6097071170806885,"108 169740.500000 109 120670.460938 110 185849.062500 111 180466.421875 112 181709.562500 113 120670.460938 114 337952.968750 115 197065.046875 116 263899.062500 117 185849.062500 118 185849.062500 119 176367.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,IRRF,HWES,1.2750074863433838,"108 6.043178e+05 109 5.312099e+05 110 5.299926e+05 111 6.196679e+05 112 6.197142e+05 113 6.196679e+05 114 5.299926e+05 115 5.312159e+05 116 5.299926e+05 117 5.299926e+05 118 6.196679e+05 119 1.024517e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do FPM,AR,1.0680534839630127,"108 3497130.75 109 4440199.50 110 2688826.25 111 2668435.75 112 3250967.25 113 2652683.75 114 4459233.00 115 2688826.25 116 2688826.25 117 2692096.25 118 3268995.00 119 4459233.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ICMS,HWES,1.0157713890075684,"108 7211265.0 109 5314328.5 110 5314297.5 111 6058025.5 112 6031785.0 113 6553968.0 114 6164632.0 115 6164632.0 116 6014228.5 117 6317689.5 118 5896436.0 119 6316343.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do IPVA,SARIMAX,1.09397554397583,"108 967083.500000 109 650850.187500 110 768937.312500 111 881503.375000 112 874032.937500 113 473367.312500 114 335758.781250 115 207102.968750 116 207101.000000 117 210491.562500 118 166589.359375 119 874032.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Cota-Parte do ITR,XGBoost,1.3467864990234375,"93 1.493100e+05 94 5.645742e+04 95 9.266883e+04 96 5.405093e+04 97 5.703630e+04 98 5.637377e+04 99 5.462763e+04 100 5.481907e+04 101 7.347232e+04 102 1.695203e+06 103 1.199723e+05 104 1.277671e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Vitória do Palmar - RS,Transferencias LC 61_1989,AR,2.138387441635132,"108 44673.015625 109 66580.640625 110 53782.613281 111 55372.496094 112 54812.480469 113 56733.167969 114 58596.648438 115 58042.320312 116 55917.207031 117 70030.804688 118 53857.867188 119 56491.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,IPTU,AR,1.0752267837524414,"106 1.301769e+05 107 9.497097e+04 108 3.367954e+05 109 4.180007e+05 110 2.225484e+06 111 2.050690e+05 112 1.810210e+05 113 1.730730e+05 114 1.821191e+05 115 1.826297e+05 116 1.807659e+05 117 1.732603e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,ISS,MLP,0.6470885276794434,"108 748075.228585 109 806556.332270 110 782731.569994 111 763702.930404 112 775879.490433 113 794867.007630 114 740969.997754 115 802585.340205 116 807288.777770 117 787252.234769 118 778256.853798 119 913902.979199 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,ITBI,XGBoost,0.5723168849945068,"108 205843.281250 109 249769.390625 110 229238.765625 111 215907.000000 112 205071.171875 113 175900.546875 114 227280.687500 115 215907.734375 116 246200.812500 117 215211.468750 118 232158.234375 119 215893.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,IRRF,SARIMAX,0.7358272075653076,"108 285920.06250 109 293664.96875 110 371694.59375 111 371694.59375 112 568834.62500 113 371694.59375 114 293664.96875 115 371694.65625 116 293664.96875 117 371694.59375 118 285920.06250 119 568834.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do FPM,HWES,0.5798935890197754,"108 2726941.50 109 2863527.00 110 2863527.00 111 2470347.25 112 2863527.00 113 2754625.75 114 2863527.00 115 2414941.25 116 2408220.50 117 2296827.75 118 2863527.00 119 3787542.00 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ICMS,HWES,0.5668954849243164,"108 3909988.75 109 3473489.25 110 4079261.50 111 4087654.50 112 4116748.50 113 4078076.75 114 4087654.50 115 4135449.75 116 4135449.75 117 4116974.25 118 4096684.25 119 4116974.25 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do IPVA,AR,0.9988982677459717,"108 1.259967e+06 109 1.190012e+06 110 1.180962e+06 111 9.094239e+05 112 1.249010e+06 113 5.587057e+05 114 5.478980e+05 115 4.919773e+05 116 2.317879e+05 117 1.232113e+05 118 1.566808e+05 119 1.510281e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Cota-Parte do ITR,MLP,1.3892502784729004,"48 25684.756463 49 19861.205858 50 33211.490296 51 44644.490825 52 65347.650776 53 76938.110809 54 15709.154494 55 25741.385593 56 246686.530376 57 908347.435538 58 25742.470459 59 33525.101295 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirubá - RS,Transferencias LC 61_1989,XGBoost,0.4813218116760254,"48 33565.714844 49 31891.132812 50 31891.132812 51 33345.421875 52 30138.707031 53 33427.511719 54 32967.886719 55 32079.244141 56 33177.664062 57 39112.781250 58 32413.873047 59 32535.908203 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,IPTU,HWES,1.2081716060638428,"102 9.288448e+04 103 1.852314e+05 104 1.544772e+05 105 1.388164e+05 106 1.380743e+05 107 7.618368e+05 108 3.949967e+06 109 1.463263e+06 110 2.846032e+06 111 2.344278e+06 112 2.386851e+06 113 2.342512e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,ISS,SARIMAX,0.67098069190979,"108 1488920.500 109 1454103.875 110 1445506.000 111 1454103.875 112 1443754.625 113 1454103.875 114 1454103.875 115 1454103.875 116 1454103.875 117 1454103.875 118 1454103.875 119 1454103.875 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,ITBI,XGBoost,0.6645059585571289,"107 222294.609375 108 96694.312500 109 188415.734375 110 89163.484375 111 190886.468750 112 99756.781250 113 182043.531250 114 88558.039062 115 89170.648438 116 99134.648438 117 165330.859375 118 178325.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,IRRF,SARIMAX,0.6649880409240723,"108 8.960950e+05 109 8.960950e+05 110 1.021564e+06 111 1.021564e+06 112 1.021564e+06 113 1.021564e+06 114 9.732391e+05 115 1.021564e+06 116 1.021564e+06 117 1.021564e+06 118 1.021564e+06 119 1.049703e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do FPM,HWES,0.6726174354553223,"108 2418349.50 109 3787558.50 110 2187663.00 111 2301934.25 112 2433688.25 113 2486273.75 114 2433688.25 115 2187663.00 116 2188504.50 117 1886423.25 118 2433688.25 119 3787558.50 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do ICMS,HWES,0.6366219520568848,"108 5148429.00 109 3643816.25 110 4944708.50 111 5116934.50 112 5358950.00 113 5455712.00 114 5475656.50 115 5635827.00 116 5626125.00 117 5473853.50 118 5666778.00 119 5658051.00 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do IPVA,XGBoost,1.1379592418670654,"108 1.302321e+06 109 3.590591e+05 110 3.597434e+05 111 9.443142e+05 112 3.597434e+05 113 2.040456e+05 114 4.605379e+05 115 7.161786e+04 116 7.161786e+04 117 4.315174e+04 118 7.161786e+04 119 1.305092e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Cota-Parte do ITR,MLP,1.3767170906066895,"106 2481.371279 107 2576.260667 108 3506.955116 109 3124.306863 110 3053.471253 111 3108.054624 112 3627.733451 113 4151.046469 114 15189.666615 115 29835.658821 116 3919.492341 117 4178.385158 Name: Valor, dtype: float64" Prefeitura Municipal de Horizontina - RS,Transferencias LC 61_1989,SES,0.5861084461212158,"108 47992.769531 109 48112.136719 110 51927.437500 111 45427.957031 112 44558.039062 113 48593.492188 114 49908.367188 115 47605.312500 116 47740.894531 117 50881.082031 118 52599.003906 119 47389.613281 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,IPTU,AR,1.1710841655731201,"106 8481.547852 107 7827.695801 108 18314.492188 109 18150.757812 110 110643.992188 111 10265.168945 112 8512.221680 113 8412.052734 114 7827.695801 115 10265.168945 116 8512.221680 117 8509.685547 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,ISS,SARIMAX,1.1114087104797363,"108 38187.257812 109 38158.390625 110 31035.693359 111 31035.593750 112 31041.941406 113 37232.828125 114 37233.945312 115 44379.695312 116 44240.351562 117 31042.041016 118 31042.041016 119 37232.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,ITBI,AR,0.7908101081848145,"108 -1667.463379 109 -1336.426270 110 2606.684570 111 1961.648804 112 2034.309204 113 5485.656250 114 5784.547363 115 4690.628906 116 4687.588867 117 2615.349854 118 2004.175049 119 1105.836304 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,IRRF,AR,0.7512977123260498,"108 31008.361328 109 31008.361328 110 31008.361328 111 31008.361328 112 31008.361328 113 31344.210938 114 30756.462891 115 32371.214844 116 32367.046875 117 32367.046875 118 32367.050781 119 24239.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do FPM,XGBoost,0.809234619140625,"107 1491352.000 108 1893691.875 109 1250309.625 110 1244439.875 111 1491352.000 112 1491352.000 113 1893691.875 114 1250309.625 115 1250309.625 116 1014820.375 117 1491352.000 118 1893691.875 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ICMS,AR,0.6184768676757812,"107 727929.7500 108 727360.2500 109 712965.1875 110 710822.4375 111 726447.3125 112 709883.8125 113 708054.0625 114 708973.0625 115 708973.3750 116 707824.6250 117 702230.1250 118 712918.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do IPVA,AR,1.0574946403503418,"106 210320.640625 107 66759.625000 108 66759.625000 109 80676.890625 110 66759.625000 111 15571.916016 112 14725.472656 113 19999.208984 114 11675.403320 115 8894.476562 116 8229.205078 117 201878.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Cota-Parte do ITR,XGBoost,0.8079094886779785,"79 30.271914 80 9.050488 81 -3.575951 82 -106.109245 83 57.261005 84 76.913086 85 28.702585 86 30.271914 87 575.104126 88 42.858212 89 85.628197 90 85.628197 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador das Missões - RS,Transferencias LC 61_1989,SARIMAX,0.5981502532958984,"60 7175.354004 61 5474.574707 62 6514.674316 63 6505.452637 64 6603.449707 65 6502.094727 66 6496.143555 67 6578.007812 68 7081.898926 69 8217.811523 70 6487.536621 71 7248.245605 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,IPTU,SES,1.072735071182251,"104 4.152928e+05 105 3.958657e+05 106 2.312892e+06 107 2.194983e+06 108 3.976893e+05 109 3.712703e+05 110 4.574219e+05 111 4.574263e+05 112 4.574219e+05 113 4.692625e+05 114 4.574263e+05 115 3.965821e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,ISS,XGBoost,1.0887928009033203,"108 1818135.125 109 1819760.375 110 1805193.750 111 1800888.875 112 1800888.875 113 1800888.875 114 1800888.875 115 1800888.875 116 1800888.875 117 1800888.875 118 1805193.750 119 1803568.500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,ITBI,MLP,0.9943675994873047,"108 359010.324515 109 367745.807971 110 377660.437668 111 364332.821959 112 368174.107440 113 372963.715924 114 373207.107778 115 355589.022469 116 348436.173747 117 352661.735182 118 357862.145210 119 366643.335233 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,IRRF,SARIMAX,0.5676360130310059,"107 1228133.125 108 1237422.250 109 1237422.250 110 1228333.000 111 1228333.000 112 1228317.125 113 1228317.125 114 1228317.125 115 1233677.000 116 1228317.125 117 1228317.125 118 1228333.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do FPM,AR,0.670879602432251,"108 2964215.50 109 3061473.50 110 2709598.50 111 2049564.00 112 3133714.25 113 2929970.50 114 3123001.00 115 2339762.75 116 3072415.75 117 2983445.00 118 3133943.25 119 3133943.25 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ICMS,HWES,0.5534796714782715,"108 4930071.5 109 4749063.0 110 4736899.5 111 4675455.0 112 4402268.0 113 4921891.5 114 4788237.0 115 4827822.0 116 4817912.0 117 4402268.0 118 4921891.5 119 4413323.5 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do IPVA,AR,1.057525634765625,"108 1.012576e+06 109 1.053675e+06 110 1.029283e+06 111 7.102279e+05 112 6.983500e+05 113 5.388636e+05 114 3.278652e+05 115 1.904403e+05 116 1.447024e+05 117 1.718651e+05 118 1.718234e+05 119 9.237399e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Cota-Parte do ITR,MLP,1.2105772495269775,"100 2186.826148 101 2452.464785 102 2131.189460 103 2209.859071 104 2708.873500 105 2269.523935 106 2328.692421 107 2384.499895 108 3230.145146 109 8138.755402 110 2042.856106 111 1968.712057 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Santa Rita - RS,Transferencias LC 61_1989,HWES,0.8109250068664551,"108 39313.253906 109 42317.710938 110 40870.835938 111 43639.136719 112 46113.179688 113 46657.515625 114 48462.480469 115 50233.125000 116 51253.734375 117 38194.031250 118 45707.957031 119 46592.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,IPTU,XGBoost,0.7246725559234619,"108 9.791331e+05 109 1.745899e+06 110 5.986071e+05 111 4.932319e+05 112 7.004281e+05 113 5.754698e+05 114 5.522157e+05 115 5.365196e+05 116 5.414102e+05 117 5.811827e+05 118 5.804616e+05 119 5.805518e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,ISS,SARIMAX,0.7527344226837158,"108 1414886.875 109 1134718.750 110 1133183.875 111 1414889.500 112 1133183.875 113 1414886.875 114 1414886.875 115 1414886.875 116 1414886.875 117 1414886.875 118 1414886.875 119 1414886.875 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,ITBI,MLP,0.694082498550415,"108 317138.958909 109 367940.347441 110 409452.848292 111 336253.868313 112 325026.692204 113 369128.054690 114 378598.592214 115 392097.560756 116 317048.880464 117 347217.369685 118 339533.559899 119 373319.244666 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,IRRF,SARIMAX,0.641948938369751,"108 1.041181e+06 109 1.038352e+06 110 1.041181e+06 111 1.086511e+06 112 1.038352e+06 113 1.038352e+06 114 8.728736e+05 115 1.038352e+06 116 1.038352e+06 117 1.041181e+06 118 1.038352e+06 119 1.038352e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do FPM,HWES,0.6789846420288086,"108 4667329.00 109 6944508.50 110 4011634.00 111 4352681.50 112 4668017.50 113 4811400.50 114 4668017.50 115 4011634.00 116 4011620.00 117 3658122.75 118 4668017.50 119 6944508.50 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do ICMS,HWES,0.626981258392334,"108 2427656.75 109 2185423.00 110 2215271.50 111 2431691.25 112 2416341.75 113 2551480.50 114 2544210.75 115 2540582.25 116 2540582.25 117 2606324.75 118 2543110.25 119 2555160.25 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do IPVA,AR,1.099242925643921,"108 1.468879e+06 109 1.330147e+06 110 1.174010e+06 111 1.465201e+06 112 1.889066e+06 113 6.154958e+05 114 6.993773e+05 115 5.085103e+05 116 3.278645e+05 117 2.560986e+05 118 1.364288e+05 119 1.578692e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquara - RS,Cota-Parte do ITR,XGBoost,1.1738135814666748,"106 3973.618896 107 6228.129883 108 4299.818359 109 13739.746094 110 6373.410156 111 3839.373779 112 5979.539551 113 4823.141113 114 15537.180664 115 33077.445312 116 5256.611816 117 3839.373779 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,IPTU,XGBoost,1.1151766777038574,"103 19314.818359 104 17527.359375 105 31897.279297 106 83181.695312 107 393825.125000 108 452640.718750 109 28645.634766 110 31878.982422 111 30718.910156 112 34298.277344 113 135324.031250 114 31897.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,ISS,MLP,0.8874740600585938,"108 64386.953002 109 69936.738162 110 65847.874974 111 68654.630470 112 66891.569035 113 72467.699873 114 66871.299295 115 78103.908070 116 69013.482415 117 64913.200298 118 64638.814293 119 68529.799273 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,ITBI,MLP,0.8911619186401367,"108 61748.926024 109 63744.791988 110 61826.424188 111 70800.815074 112 84928.937275 113 89440.239455 114 102464.819731 115 72795.898583 116 61810.899236 117 64552.733211 118 72434.602890 119 68449.653876 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,IRRF,SARIMAX,0.6321160793304443,"108 136716.531250 109 89253.039062 110 136682.703125 111 138007.968750 112 136682.703125 113 136682.703125 114 136682.703125 115 138007.968750 116 136682.703125 117 138007.968750 118 136682.703125 119 143026.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do FPM,HWES,0.6999964714050293,"108 1.263079e+06 109 1.894617e+06 110 1.133774e+06 111 1.157127e+06 112 1.263927e+06 113 1.285764e+06 114 1.263927e+06 115 1.133774e+06 116 1.134584e+06 117 9.520229e+05 118 1.263927e+06 119 1.894617e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do ICMS,SES,0.8569729328155518,"108 1724342.750 109 1801036.750 110 1928090.375 111 1955105.625 112 1953508.750 113 1952182.875 114 1953251.375 115 1955105.625 116 1955105.625 117 1829118.750 118 1953251.375 119 1829118.750 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do IPVA,HWES,1.1678924560546875,"108 354054.250000 109 119397.148438 110 236956.937500 111 275149.437500 112 295112.250000 113 122676.218750 114 99388.882812 115 79974.546875 116 74400.312500 117 53673.394531 118 52293.632812 119 191705.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Cota-Parte do ITR,XGBoost,0.990880012512207,"108 22274.154297 109 14620.068359 110 13615.056641 111 14416.608398 112 15140.436523 113 13844.617188 114 13613.410156 115 14620.068359 116 11584.416992 117 341780.312500 118 26339.603516 119 20695.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Catuípe - RS,Transferencias LC 61_1989,HWES,0.7644503116607666,"108 14155.125977 109 12951.287109 110 14308.149414 111 15466.856445 112 14416.516602 113 14277.666992 114 14266.179688 115 14645.463867 116 15164.643555 117 14814.948242 118 14288.513672 119 15143.587891 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,IPTU,SES,1.2985031604766846,"106 149641.562500 107 107046.601562 108 165802.250000 109 187583.875000 110 108085.992188 111 711110.250000 112 678372.437500 113 247976.015625 114 238431.078125 115 238431.078125 116 247976.593750 117 247976.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,ISS,XGBoost,0.5620081424713135,"108 283038.34375 109 285729.71875 110 285747.37500 111 283143.03125 112 283143.03125 113 283035.34375 114 283039.15625 115 283039.15625 116 283039.15625 117 283038.43750 118 283143.03125 119 283039.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,ITBI,HWES,0.6709892749786377,"108 442269.15625 109 440806.93750 110 445266.03125 111 441811.84375 112 434175.81250 113 434010.93750 114 439776.43750 115 439776.43750 116 450414.06250 117 439776.43750 118 452726.06250 119 430739.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,IRRF,XGBoost,0.6154880523681641,"107 404544.1875 108 353799.1875 109 386835.3125 110 404544.1875 111 388495.8750 112 760114.6250 113 583232.8125 114 404082.9375 115 404082.9375 116 580668.5000 117 404082.9375 118 779908.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do FPM,HWES,0.7289960384368896,"108 3107695.25 109 5050049.50 110 2785721.25 111 3107695.25 112 3430982.25 113 3426329.75 114 5050049.50 115 2785721.25 116 2786278.00 117 2764882.00 118 3430982.25 119 5050049.50 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do ICMS,HWES,0.6281871795654297,"108 2166220.000 109 2049830.875 110 2131782.500 111 2164945.250 112 2325531.000 113 2165790.500 114 2229878.750 115 2643898.500 116 2643893.250 117 2154169.250 118 2345501.000 119 2444788.250 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do IPVA,AR,1.0248820781707764,"108 806353.500000 109 376136.281250 110 490690.187500 111 799438.875000 112 427372.500000 113 245312.546875 114 144668.625000 115 84294.984375 116 51799.957031 117 55388.160156 118 55100.753906 119 799438.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Cota-Parte do ITR,XGBoost,1.4447171688079834,"107 406.050079 108 1407.147583 109 130.156830 110 116.017982 111 498.218414 112 532.885254 113 530.781311 114 1318.988770 115 24553.503906 116 59232.421875 117 2279.415527 118 1026.291504 Name: Valor, dtype: float64" Prefeitura Municipal de Candelária - RS,Transferencias LC 61_1989,XGBoost,0.604830265045166,"108 19918.146484 109 22635.970703 110 21970.275391 111 22225.291016 112 22347.916016 113 20656.767578 114 20305.078125 115 20515.783203 116 20466.105469 117 19929.716797 118 22822.531250 119 21972.306641 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,IPTU,SARIMAX,0.9779996871948242,"106 47925.894531 107 135651.187500 108 48407.011719 109 6685.802246 110 4665.125000 111 3837.042725 112 5410.955078 113 4710.997070 114 4505.045898 115 4649.071777 116 4446.468750 117 4298.100098 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,ISS,XGBoost,0.7621991634368896,"108 16627.958984 109 16916.558594 110 17369.617188 111 17428.037109 112 17008.980469 113 17172.714844 114 17007.021484 115 17189.302734 116 17612.115234 117 16974.746094 118 16757.707031 119 16973.884766 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,ITBI,SARIMAX,1.794142484664917,"105 6696.928711 106 8578.189453 107 10000.460938 108 7961.266113 109 11547.709961 110 11594.234375 111 8623.014648 112 8578.189453 113 10743.749023 114 9209.946289 115 10588.260742 116 9439.036133 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,IRRF,XGBoost,2.264892578125,"108 53266.023438 109 53269.554688 110 53269.554688 111 53269.554688 112 52016.730469 113 52016.960938 114 53269.554688 115 53269.554688 116 52016.750000 117 53269.554688 118 53269.554688 119 53267.378906 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do FPM,HWES,0.7727115154266357,"108 1.213443e+06 109 1.859001e+06 110 1.029487e+06 111 1.178481e+06 112 1.194023e+06 113 1.178436e+06 114 1.194022e+06 115 1.029487e+06 116 1.029504e+06 117 9.561901e+05 118 1.194023e+06 119 1.859001e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ICMS,HWES,0.5537071228027344,"108 734051.9375 109 723639.0000 110 728413.5625 111 768444.2500 112 772825.5625 113 691973.7500 114 767408.5000 115 768444.2500 116 766775.8750 117 768444.2500 118 772825.5625 119 787590.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do IPVA,XGBoost,1.0160579681396484,"107 88919.328125 108 44018.859375 109 25849.294922 110 95937.687500 111 24954.832031 112 16516.894531 113 16056.731445 114 45587.140625 115 10872.335938 116 11447.526367 117 133281.671875 118 99125.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Cota-Parte do ITR,XGBoost,0.8383693695068359,"81 578.951294 82 580.350952 83 580.350952 84 359.002197 85 383.739716 86 2142.951660 87 2141.183105 88 2160.647461 89 2143.889648 90 2136.418701 91 2201.084229 92 2142.953613 Name: Valor, dtype: float64" Prefeitura Municipal de Travesseiro - RS,Transferencias LC 61_1989,XGBoost,0.826033353805542,"108 6564.162598 109 6252.534668 110 6554.922852 111 6347.569824 112 6516.665039 113 6561.144531 114 6459.908203 115 6316.592773 116 6389.354492 117 6069.199219 118 6702.071777 119 6422.999023 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,IPTU,XGBoost,0.9861414432525635,"103 2.197149e+05 104 2.663067e+05 105 1.074347e+06 106 5.377424e+06 107 7.939579e+05 108 7.424407e+05 109 7.424404e+05 110 7.910391e+05 111 7.418554e+05 112 2.651792e+05 113 2.567259e+05 114 2.673691e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,ISS,XGBoost,0.7065126895904541,"108 1498472.000 109 1496399.125 110 1454903.500 111 1449842.375 112 1460254.625 113 1449842.375 114 1478250.625 115 1460254.625 116 1460254.625 117 1449842.375 118 1460254.625 119 1449842.375 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,ITBI,SES,0.7224552631378174,"102 428382.12500 103 617408.56250 104 617146.31250 105 387076.31250 106 505764.21875 107 500433.15625 108 617146.31250 109 461888.65625 110 558858.43750 111 505764.21875 112 505765.78125 113 505764.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,IRRF,SARIMAX,0.6490085124969482,"108 507761.50000 109 489087.40625 110 501565.96875 111 895770.93750 112 895770.93750 113 501565.96875 114 501852.87500 115 895770.93750 116 501565.96875 117 501565.96875 118 895770.93750 119 895770.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do FPM,AR,1.1227078437805176,"108 4133606.00 109 6312562.50 110 3524908.50 111 3793464.25 112 4133606.00 113 4143367.00 114 4133606.00 115 3524908.50 116 3548533.50 117 3418501.50 118 4133606.00 119 6312562.50 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do ICMS,HWES,0.6748671531677246,"108 6459504.5 109 6056509.0 110 6541724.5 111 6591415.5 112 6535041.0 113 6566158.0 114 6590986.5 115 6598087.5 116 6598087.5 117 6535042.5 118 6482018.0 119 6535042.5 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do IPVA,AR,1.048015832901001,"108 2.442318e+06 109 7.854846e+05 110 1.069672e+06 111 2.017198e+06 112 1.625156e+06 113 8.849839e+05 114 3.649786e+05 115 3.202877e+05 116 2.423572e+05 117 2.186921e+05 118 1.822741e+05 119 2.130267e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Cota-Parte do ITR,MLP,1.3819091320037842,"108 72132.548611 109 25853.904865 110 27024.293382 111 39355.305974 112 90702.335328 113 30478.400029 114 65933.010426 115 48348.075733 116 262539.886108 117 805981.261032 118 130033.201187 119 112109.846406 Name: Valor, dtype: float64" Prefeitura Municipal de Marau - RS,Transferencias LC 61_1989,XGBoost,0.6223382949829102,"108 50200.050781 109 55486.835938 110 55385.523438 111 61804.902344 112 59803.566406 113 59598.937500 114 59760.859375 115 60711.570312 116 56537.871094 117 53485.433594 118 60464.550781 119 57478.628906 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,IPTU,SES,1.4958839416503906,"108 23718.230469 109 31485.892578 110 139240.843750 111 52796.433594 112 133593.328125 113 133593.328125 114 144321.718750 115 19675.615234 116 -2718.677002 117 12530.083984 118 20976.832031 119 21334.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,ISS,XGBoost,0.5739786624908447,"108 117473.117188 109 116703.031250 110 117588.039062 111 118618.281250 112 118616.585938 113 118618.281250 114 117588.039062 115 117588.039062 116 117588.039062 117 117588.039062 118 118616.585938 119 117588.039062 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,ITBI,MLP,0.6297986507415771,"108 49826.279651 109 49501.344835 110 50106.425114 111 53250.153341 112 61436.408018 113 49786.510057 114 44446.171101 115 53794.201290 116 53138.597570 117 56121.548937 118 60166.708010 119 46807.525027 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,IRRF,XGBoost,0.9689981937408447,"108 79897.593750 109 95715.617188 110 95547.507812 111 96415.414062 112 95547.578125 113 95715.617188 114 95547.507812 115 95715.617188 116 95715.617188 117 95715.617188 118 95547.578125 119 95547.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do FPM,HWES,0.7743840217590332,"108 1375678.875 109 1893768.875 110 1057095.500 111 1362783.625 112 1375801.500 113 1362783.625 114 1375801.500 115 1087111.875 116 1087119.875 117 943367.500 118 1375801.500 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ICMS,HWES,0.7056102752685547,"108 688724.8750 109 621992.0625 110 623192.6875 111 708805.8125 112 740283.0625 113 728619.5625 114 706917.9375 115 708821.0625 116 708821.0625 117 698167.3750 118 609592.8750 119 698167.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do IPVA,AR,0.9607605934143066,"108 323543.625000 109 117100.585938 110 138486.218750 111 178284.703125 112 153115.109375 113 50169.359375 114 33056.718750 115 18221.601562 116 17062.798828 117 11318.569336 118 42436.785156 119 317927.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Cota-Parte do ITR,XGBoost,1.3149631023406982,"100 10078.988281 101 10234.273438 102 10274.664062 103 10274.664062 104 10239.734375 105 10229.022461 106 10175.769531 107 10227.886719 108 538.034058 109 553.339600 110 10215.672852 111 10274.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Morro Reuter - RS,Transferencias LC 61_1989,AR,0.6987950801849365,"60 5874.493652 61 5265.540039 62 5196.341797 63 5342.766113 64 5198.261230 65 5921.623047 66 6127.464844 67 5158.074219 68 3546.962646 69 5671.096680 70 6214.205566 71 6112.219727 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,IPTU,AR,0.6325180530548096,"105 135894.781250 106 242851.328125 107 256265.312500 108 289318.531250 109 170080.125000 110 170256.343750 111 187846.921875 112 187875.921875 113 187427.203125 114 187427.203125 115 190164.781250 116 198683.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,ISS,XGBoost,1.5060935020446777,"108 59459.796875 109 63892.117188 110 60181.261719 111 62454.667969 112 61908.519531 113 61908.519531 114 61908.355469 115 61908.355469 116 61908.355469 117 61908.519531 118 61908.355469 119 61908.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,ITBI,XGBoost,0.9086270332336426,"108 8006.960938 109 5294.613281 110 14926.896484 111 24048.671875 112 9069.729492 113 4710.318359 114 9069.926758 115 8957.536133 116 8849.400391 117 19046.001953 118 4956.699707 119 11212.038086 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,IRRF,HWES,1.3741812705993652,"108 78218.843750 109 78984.039062 110 143171.296875 111 82886.031250 112 89381.398438 113 89381.398438 114 89381.398438 115 89381.398438 116 89381.398438 117 81142.898438 118 89381.398438 119 143171.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do FPM,HWES,0.7114214897155762,"108 1.388184e+06 109 1.893769e+06 110 1.101831e+06 111 1.202310e+06 112 1.388185e+06 113 1.344568e+06 114 1.388168e+06 115 1.101831e+06 116 1.101831e+06 117 9.600484e+05 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ICMS,HWES,0.781914472579956,"108 1.018353e+06 109 1.008886e+06 110 1.021574e+06 111 1.030004e+06 112 1.056847e+06 113 1.029870e+06 114 1.024050e+06 115 1.058277e+06 116 1.058277e+06 117 1.056866e+06 118 1.029950e+06 119 1.062291e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do IPVA,AR,0.9989323616027832,"108 270558.312500 109 130918.648438 110 130918.648438 111 240425.781250 112 176147.421875 113 137618.875000 114 292996.156250 115 40177.007812 116 128515.234375 117 39728.535156 118 22699.458984 119 272502.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Cota-Parte do ITR,SARIMAX,1.3081347942352295,"91 1279.287354 92 1150.275879 93 1176.925049 94 1154.236938 95 1154.236938 96 1154.236938 97 12908.072266 98 4440.190918 99 12813.714844 100 12908.072266 101 1150.275879 102 1150.275879 Name: Valor, dtype: float64" Prefeitura Municipal de Guarani das Missões - RS,Transferencias LC 61_1989,HWES,0.7683084011077881,"96 7074.358887 97 6045.494141 98 6044.886230 99 7121.247559 100 6700.920410 101 6276.078125 102 5968.007324 103 6645.830566 104 7073.848145 105 5970.666992 106 6331.838379 107 7515.376953 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,IPTU,SES,0.8365497589111328,"94 25153.199219 95 25255.654297 96 23138.095703 97 25168.423828 98 46902.417969 99 29513.015625 100 29496.908203 101 9593.295898 102 48216.824219 103 20961.300781 104 27017.326172 105 26995.632812 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,ISS,SES,0.7094783782958984,"99 77149.750000 100 80752.781250 101 77263.250000 102 73846.273438 103 73938.117188 104 80752.781250 105 77084.703125 106 77263.250000 107 77084.703125 108 77196.679688 109 77084.703125 110 73977.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,ITBI,XGBoost,0.7974474430084229,"99 87869.601562 100 84394.914062 101 82859.523438 102 68146.351562 103 85954.593750 104 87704.976562 105 84394.914062 106 58187.750000 107 58797.167969 108 58187.664062 109 54450.031250 110 55710.527344 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,IRRF,SARIMAX,0.6033964157104492,"99 172697.093750 100 173159.203125 101 172357.421875 102 173159.203125 103 172635.312500 104 173159.203125 105 172568.656250 106 172635.312500 107 172538.890625 108 172568.656250 109 172538.890625 110 172697.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do FPM,SES,0.7029170989990234,"99 1357319.500 100 1893768.750 101 1357319.500 102 1895169.375 103 1893768.750 104 1892444.500 105 1893768.750 106 1357319.500 107 1357308.375 108 1177044.750 109 1893768.750 110 1887764.125 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ICMS,SARIMAX,0.6521096229553223,"99 871234.8750 100 875517.6875 101 843885.1250 102 834939.2500 103 834939.2500 104 867592.6250 105 834939.3125 106 834939.2500 107 834939.2500 108 834939.5000 109 856887.7500 110 754501.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do IPVA,AR,0.5657241344451904,"98 59161.292969 99 234594.562500 100 234656.593750 101 105845.617188 102 235270.703125 103 305398.125000 104 304694.156250 105 310892.281250 106 304694.156250 107 310892.281250 108 307861.875000 109 61634.535156 Name: Valor, dtype: float64" Prefeitura Municipal de Tucunduva - RS,Cota-Parte do ITR,XGBoost,1.269624948501587,"89 414.153046 90 1051.926636 91 321.343964 92 763.355896 93 44.887058 94 763.416077 95 788.009155 96 321.343964 97 588.615051 98 3723.249023 99 -327.655426 100 -275.675354 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,IPTU,SARIMAX,1.3648738861083984,"101 3161.541748 102 3397.894043 103 3161.541748 104 2277.336914 105 50331.550781 106 284395.343750 107 3742.560791 108 4868.004395 109 5080.884277 110 3724.166260 111 5080.884277 112 4153.483887 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,ISS,XGBoost,0.936598539352417,"108 18656.750000 109 17191.873047 110 19846.583984 111 17753.570312 112 19847.000000 113 17810.619141 114 16960.607422 115 16141.422852 116 16137.435547 117 17108.228516 118 18718.146484 119 19064.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,ITBI,XGBoost,1.09971022605896,"106 12887.409180 107 14818.974609 108 15227.596680 109 12932.621094 110 15191.247070 111 14248.933594 112 14630.643555 113 14433.119141 114 14701.807617 115 15603.721680 116 10970.559570 117 5900.096191 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,IRRF,SARIMAX,0.6972939968109131,"108 103937.500000 109 103937.500000 110 104065.640625 111 104025.585938 112 104025.585938 113 103937.500000 114 104084.578125 115 104065.640625 116 104025.585938 117 104065.640625 118 104084.578125 119 104065.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do FPM,HWES,0.7846696376800537,"108 1.243668e+06 109 1.893922e+06 110 1.075494e+06 111 1.148330e+06 112 1.244507e+06 113 1.288778e+06 114 1.244507e+06 115 1.075494e+06 116 1.075494e+06 117 9.522888e+05 118 1.244507e+06 119 1.893922e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ICMS,HWES,0.7442014217376709,"108 577542.68750 109 433821.03125 110 539529.12500 111 610822.81250 112 619144.75000 113 603242.93750 114 614217.87500 115 618236.81250 116 618236.81250 117 604412.43750 118 603183.06250 119 604121.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do IPVA,XGBoost,1.0024359226226807,"108 77069.515625 109 21092.287109 110 50935.734375 111 93630.085938 112 85839.828125 113 16557.343750 114 11866.730469 115 18807.552734 116 12833.234375 117 7527.232910 118 6658.642578 119 78061.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Cota-Parte do ITR,HWES,1.326101303100586,"72 4561.049316 73 1029.892700 74 1174.072144 75 4800.140137 76 20852.390625 77 30793.285156 78 31097.419922 79 27722.486328 80 56843.007812 81 56883.824219 82 73008.273438 83 56587.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa dos Três Cantos - RS,Transferencias LC 61_1989,HWES,0.7459836006164551,"96 4880.984863 97 4354.948242 98 4378.327148 99 4061.650635 100 4728.950684 101 4322.702637 102 4345.632812 103 4839.084961 104 4250.356934 105 5546.589844 106 4605.731445 107 4422.961426 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,IPTU,XGBoost,1.1760361194610596,"108 8.042669e+04 109 1.240496e+05 110 7.927488e+04 111 3.818942e+05 112 2.250312e+06 113 3.949728e+05 114 3.968330e+05 115 3.965871e+05 116 4.407799e+05 117 3.975660e+05 118 4.407799e+05 119 4.416618e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,ISS,SARIMAX,1.1453015804290771,"108 683851.4375 109 681994.8750 110 683851.4375 111 682395.3125 112 683851.4375 113 682395.3125 114 682389.9375 115 682395.3125 116 682386.7500 117 682389.9375 118 682395.3125 119 682395.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,ITBI,HWES,0.5598201751708984,"108 165748.250000 109 164719.312500 110 169009.484375 111 167727.593750 112 160251.109375 113 173886.203125 114 165748.250000 115 164941.937500 116 155180.687500 117 157576.718750 118 157799.343750 119 166703.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,IRRF,SARIMAX,1.1277735233306885,"108 454727.09375 109 444538.28125 110 454727.09375 111 454727.09375 112 454727.09375 113 454727.09375 114 454727.09375 115 454727.09375 116 454727.09375 117 454727.09375 118 454727.09375 119 832524.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do FPM,HWES,0.7109050750732422,"108 3027215.00 109 3046068.25 110 2385121.00 111 2742669.25 112 3054062.75 113 3027313.50 114 3054062.75 115 2527362.00 116 2592892.75 117 2528703.00 118 3054068.00 119 4413298.50 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do ICMS,HWES,0.7112889289855957,"108 3256035.75 109 3234348.75 110 3224948.25 111 3254276.75 112 3238258.25 113 3256035.75 114 3254475.25 115 3255221.50 116 3255221.50 117 3237661.75 118 3254276.75 119 3211057.75 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do IPVA,AR,1.0164401531219482,"108 8.583641e+05 109 4.981217e+05 110 1.038511e+06 111 1.055151e+06 112 1.251745e+06 113 3.022543e+05 114 2.248680e+05 115 1.550068e+05 116 1.595159e+05 117 5.255803e+04 118 2.530896e+04 119 9.094208e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Cota-Parte do ITR,HWES,1.1392393112182617,"35 505.508301 36 515.160095 37 515.160095 38 515.160095 39 497.688385 40 515.160095 41 1026.342773 42 505.508301 43 16809.281250 44 16809.402344 45 539.444580 46 539.444580 Name: Valor, dtype: float64" Prefeitura Municipal de Três Passos - RS,Transferencias LC 61_1989,HWES,1.050851583480835,"96 20934.404297 97 17111.458984 98 21632.148438 99 21940.074219 100 23048.001953 101 23274.576172 102 24711.968750 103 23843.089844 104 24032.699219 105 23962.753906 106 23815.912109 107 20367.222656 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,IPTU,MLP,1.1620283126831055,"108 1.374179e+06 109 2.686616e+06 110 1.740379e+07 111 1.933034e+06 112 2.038943e+06 113 1.953276e+06 114 2.180525e+06 115 2.335105e+06 116 2.159637e+06 117 2.323865e+06 118 1.972435e+06 119 1.251908e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,ISS,SARIMAX,0.7049212455749512,"108 2690557.25 109 2694754.00 110 2690557.25 111 2683837.25 112 2691637.50 113 2690557.25 114 2694625.50 115 2691637.50 116 2691637.50 117 2691637.50 118 2691637.50 119 2691637.50 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,ITBI,XGBoost,0.6093580722808838,"108 439724.15625 109 431353.34375 110 541865.68750 111 471261.00000 112 443800.87500 113 431165.43750 114 490898.09375 115 541452.43750 116 437254.46875 117 470823.31250 118 350329.43750 119 337097.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,IRRF,SARIMAX,1.1773319244384766,"108 4434090.0 109 4400288.5 110 4400288.5 111 4400288.5 112 4400288.5 113 4400288.5 114 4400288.5 115 4400288.5 116 4400288.5 117 4400288.5 118 4400288.5 119 4434090.0 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do FPM,AR,0.7410688400268555,"108 5689668.0 109 8837587.0 110 4724880.5 111 4451957.0 112 5715973.5 113 4458835.5 114 8837587.0 115 4724880.5 116 4724880.5 117 4470504.5 118 5715973.5 119 8837587.0 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do ICMS,HWES,0.6078555583953857,"108 6959934.5 109 6648273.0 110 6595502.5 111 7343703.5 112 7766045.5 113 7434045.5 114 7343703.5 115 7544228.0 116 7646134.5 117 7569147.5 118 7439418.0 119 7569147.5 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do IPVA,AR,1.045365810394287,"108 4.828938e+06 109 1.819142e+06 110 2.332028e+06 111 3.247206e+06 112 3.289304e+06 113 1.183339e+06 114 1.082405e+06 115 5.026329e+05 116 4.995927e+05 117 2.602429e+05 118 2.310041e+05 119 5.620163e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Cota-Parte do ITR,MLP,1.5121068954467773,"108 11114.757086 109 22925.841247 110 11000.867817 111 10420.682418 112 11362.804398 113 16355.833923 114 13989.624079 115 16039.883199 116 77825.125402 117 185616.803922 118 22371.091315 119 44372.315311 Name: Valor, dtype: float64" Prefeitura Municipal de Ijuí - RS,Transferencias LC 61_1989,HWES,0.5598433017730713,"108 61336.164062 109 54577.519531 110 59302.562500 111 53336.554688 112 64454.082031 113 66443.695312 114 62498.746094 115 62481.625000 116 59635.617188 117 76362.367188 118 57711.906250 119 59706.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,IPTU,AR,1.0524752140045166,"108 406460.312500 109 144046.281250 110 32142.642578 111 27704.000000 112 33549.699219 113 32142.642578 114 32325.375000 115 27036.015625 116 34581.460938 117 41558.945312 118 32955.582031 119 32361.677734 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,ISS,SES,0.9615323543548584,"108 70591.273438 109 69271.906250 110 77866.906250 111 73053.992188 112 77865.320312 113 73050.257812 114 69659.929688 115 72171.320312 116 78347.921875 117 73034.492188 118 72970.218750 119 73053.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,ITBI,SES,1.3451297283172607,"108 16782.636719 109 12942.045898 110 31868.537109 111 13136.840820 112 11990.900391 113 11456.002930 114 10716.846680 115 13254.931641 116 5543.418457 117 6033.789062 118 12636.102539 119 8390.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,IRRF,SARIMAX,0.5983524322509766,"108 177219.250000 109 103573.976562 110 177219.250000 111 177219.250000 112 103573.976562 113 177219.250000 114 103573.976562 115 103573.976562 116 177219.250000 117 177219.250000 118 177219.250000 119 177219.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do FPM,AR,0.6276760101318359,"108 1339492.625 109 1893406.375 110 1091333.125 111 1206778.250 112 1339130.125 113 1341134.500 114 1469247.250 115 1091333.125 116 1087977.875 117 1050512.125 118 1339130.125 119 1893406.375 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ICMS,XGBoost,0.6263742446899414,"108 742785.5000 109 643945.8750 110 636198.6875 111 676384.5000 112 679752.6250 113 675439.5625 114 675763.3750 115 671210.2500 116 671210.2500 117 703584.4375 118 674854.9375 119 695343.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do IPVA,XGBoost,1.1980431079864502,"108 180402.531250 109 29641.292969 110 65102.500000 111 119466.859375 112 33581.835938 113 65831.554688 114 29641.292969 115 13262.667969 116 17708.398438 117 3981.106689 118 4836.943848 119 114561.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Cota-Parte do ITR,AR,0.8073089122772217,"66 10.706282 67 27.459818 68 438.205566 69 562.299377 70 1273.828613 71 1392.265381 72 1178.124512 73 38.630466 74 10.706282 75 26.673145 76 438.205566 77 675.009888 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Leitão - RS,Transferencias LC 61_1989,HWES,0.5876832008361816,"36 6576.593262 37 5171.982422 38 5468.887207 39 6164.660645 40 5961.426758 41 5961.426758 42 6241.662598 43 5961.426758 44 5961.426758 45 5053.833984 46 5171.982422 47 6404.919434 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,IPTU,AR,1.1554031372070312,"107 15620.186523 108 15447.709961 109 138834.593750 110 139097.046875 111 63900.503906 112 61750.738281 113 62053.980469 114 62636.074219 115 61750.738281 116 61779.144531 117 68341.554688 118 61794.398438 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,ISS,XGBoost,1.2690362930297852,"108 46068.062500 109 48054.980469 110 47668.183594 111 47985.457031 112 46068.062500 113 48459.226562 114 46068.062500 115 47054.265625 116 48608.660156 117 47668.183594 118 48459.226562 119 46068.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,ITBI,MLP,1.044201135635376,"105 19216.882747 106 19553.962671 107 19418.023183 108 19349.039404 109 20077.566042 110 20322.260115 111 21058.156909 112 19761.842392 113 19304.025780 114 19331.847935 115 19784.745535 116 20086.350390 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,IRRF,SARIMAX,1.0477702617645264,"108 54647.062500 109 56409.992188 110 56394.226562 111 57105.683594 112 56407.023438 113 56394.226562 114 56394.226562 115 56159.691406 116 56409.992188 117 56394.226562 118 56407.023438 119 57105.683594 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do FPM,HWES,0.7142512798309326,"108 1573240.125 109 1881714.500 110 1153822.250 111 1278198.500 112 1489408.125 113 1437994.250 114 1048474.000 115 1153822.250 116 1155905.875 117 1037309.250 118 1881714.500 119 1881714.500 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ICMS,HWES,0.6175441741943359,"108 901754.1250 109 900233.9375 110 903589.6250 111 924527.8125 112 935229.0000 113 917522.3750 114 924527.8125 115 926826.5625 116 926820.2500 117 917593.3750 118 924527.8125 119 917568.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do IPVA,HWES,0.9899625778198242,"108 114304.968750 109 55878.417969 110 89712.546875 111 118084.890625 112 83030.695312 113 32742.828125 114 12722.886719 115 12697.343750 116 6650.079102 117 10624.019531 118 13070.226562 119 117974.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Cota-Parte do ITR,XGBoost,0.7225396633148193,"85 2350.292969 86 2639.150391 87 3841.567383 88 3836.140869 89 3840.954834 90 3836.554688 91 3831.908691 92 3849.213135 93 2999.396973 94 2999.396973 95 3838.875244 96 3849.213135 Name: Valor, dtype: float64" Prefeitura Municipal de Liberato Salzano - RS,Transferencias LC 61_1989,AR,0.6898281574249268,"82 4347.759766 83 6314.505371 84 5973.762207 85 6037.988770 86 6151.674805 87 6148.024902 88 6161.054688 89 6078.037109 90 5223.327637 91 3123.695068 92 6092.339844 93 5746.572754 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,IPTU,HWES,1.192366123199463,"93 2804.874512 94 4789.900879 95 99780.453125 96 7227.802734 97 7217.185547 98 7398.807129 99 7232.795410 100 6669.957031 101 2571.093262 102 1957.816772 103 498.046783 104 3627.837158 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,ISS,MLP,0.8620972633361816,"96 91388.233878 97 81052.384729 98 91068.769173 99 90590.084755 100 94599.325385 101 79685.804201 102 77930.514408 103 90755.988522 104 77255.203034 105 85608.852924 106 87818.457635 107 89550.620101 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,ITBI,XGBoost,0.8052866458892822,"80 624923.3750 81 625726.3750 82 625065.1875 83 624627.6250 84 625734.5625 85 624687.8750 86 624924.7500 87 624687.8750 88 624923.3750 89 625088.5000 90 625788.6250 91 625065.3750 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,IRRF,SARIMAX,0.9960043430328369,"96 105362.531250 97 104866.054688 98 108937.781250 99 108937.781250 100 108937.781250 101 110582.945312 102 110582.945312 103 110582.945312 104 110582.945312 105 110498.976562 106 110498.976562 107 110498.976562 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do FPM,XGBoost,0.5800862312316895,"96 1247741.750 97 1245668.875 98 1159378.375 99 1247741.750 100 1310517.750 101 1247741.750 102 1147808.250 103 1247741.750 104 1244653.000 105 1147808.250 106 1245668.875 107 1245668.875 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ICMS,XGBoost,0.55792236328125,"96 533497.7500 97 641514.0625 98 648838.1875 99 599292.5625 100 648786.0000 101 591180.4375 102 595941.2500 103 595941.2500 104 591180.4375 105 591221.7500 106 584428.6250 107 648838.1875 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do IPVA,MLP,1.0527818202972412,"92 65528.471078 93 30731.863281 94 38913.369080 95 67431.260231 96 46033.496271 97 34373.299113 98 29581.986157 99 50937.848004 100 29353.418125 101 29917.611320 102 31393.782178 103 138587.025624 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Cota-Parte do ITR,SARIMAX,1.4655327796936035,"93 23308.130859 94 18961.750000 95 19590.041016 96 23786.708984 97 20125.232422 98 19562.851562 99 20653.884766 100 19571.697266 101 132234.562500 102 390920.531250 103 26145.664062 104 23307.419922 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho da Serra - RS,Transferencias LC 61_1989,XGBoost,1.0481536388397217,"48 11981.560547 49 11495.332031 50 11496.011719 51 11147.658203 52 11147.658203 53 11495.332031 54 11498.163086 55 11980.952148 56 11925.237305 57 11925.237305 58 11925.237305 59 11899.250977 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,IPTU,SARIMAX,1.1836378574371338,"107 59688.410156 108 131682.250000 109 164040.328125 110 397884.218750 111 127037.382812 112 68672.281250 113 131853.812500 114 127037.382812 115 66364.390625 116 55633.679688 117 27725.734375 118 66364.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,ISS,XGBoost,0.7578797340393066,"108 121795.679688 109 121795.679688 110 122624.984375 111 147126.812500 112 147140.765625 113 119804.281250 114 119817.320312 115 144468.609375 116 116420.828125 117 144473.734375 118 144728.687500 119 113013.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,ITBI,SARIMAX,1.1434648036956787,"108 92919.015625 109 89144.820312 110 93211.539062 111 89586.367188 112 89753.195312 113 92896.679688 114 93154.242188 115 93211.539062 116 92425.875000 117 93154.242188 118 93154.242188 119 90677.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,IRRF,XGBoost,1.1302757263183594,"107 157014.53125 108 157334.21875 109 157334.21875 110 156948.18750 111 157334.21875 112 157014.53125 113 156948.18750 114 156948.18750 115 157334.21875 116 157334.21875 117 156948.18750 118 157334.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do FPM,HWES,0.7427527904510498,"108 1.287012e+06 109 1.437701e+06 110 1.152637e+06 111 1.185324e+06 112 1.420248e+06 113 1.204944e+06 114 1.228100e+06 115 1.026582e+06 116 1.026575e+06 117 9.587604e+05 118 1.228100e+06 119 1.228100e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ICMS,HWES,0.6047937870025635,"108 1223416.500 109 1228751.000 110 1228759.000 111 1223171.125 112 1267650.625 113 1224148.875 114 1223171.125 115 1263249.625 116 1263249.625 117 1267650.625 118 1224123.375 119 1267650.625 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do IPVA,XGBoost,0.6560041904449463,"108 115114.734375 109 151080.281250 110 128111.406250 111 141530.593750 112 172249.265625 113 94315.312500 114 86236.312500 115 61266.027344 116 39328.984375 117 63490.593750 118 22500.970703 119 120723.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Cota-Parte do ITR,MLP,1.1947906017303467,"103 34697.739296 104 43298.691334 105 43078.512026 106 71141.353812 107 53086.836678 108 59723.624098 109 97415.135725 110 72697.868238 111 91764.265694 112 263355.631091 113 92305.738642 114 104901.612684 Name: Valor, dtype: float64" Prefeitura Municipal de Trindade do Sul - RS,Transferencias LC 61_1989,AR,0.679023027420044,"60 9042.012695 61 8700.273438 62 8601.425781 63 7900.809570 64 8122.343262 65 7944.656250 66 7752.804688 67 7862.318359 68 8044.398438 69 7767.395996 70 7877.384277 71 7767.604980 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,IPTU,SARIMAX,0.6467680931091309,"108 150240.765625 109 161509.812500 110 222860.203125 111 650163.187500 112 162625.046875 113 151390.515625 114 150326.984375 115 142809.890625 116 180252.281250 117 223902.218750 118 223329.937500 119 159223.375000 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,ISS,SARIMAX,0.576343297958374,"108 348540.28125 109 351646.78125 110 348718.37500 111 353710.28125 112 354393.87500 113 348540.28125 114 348540.28125 115 353710.28125 116 353710.28125 117 354393.46875 118 352878.12500 119 348540.28125 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,ITBI,XGBoost,0.5909082889556885,"108 36647.628906 109 39844.199219 110 37712.945312 111 36647.628906 112 39841.070312 113 31783.503906 114 28379.923828 115 29722.285156 116 31713.441406 117 34225.281250 118 29215.818359 119 25988.773438 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,IRRF,SARIMAX,0.7313406467437744,"108 170376.531250 109 241577.140625 110 244193.437500 111 389863.875000 112 389863.875000 113 142297.312500 114 244193.437500 115 244193.437500 116 244193.437500 117 241577.140625 118 389863.875000 119 389888.156250 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do FPM,MLP,1.1196599006652832,"108 2.888660e+06 109 3.519792e+06 110 2.757807e+06 111 2.949363e+06 112 3.117136e+06 113 3.028038e+06 114 3.495086e+06 115 2.834570e+06 116 2.880635e+06 117 2.815709e+06 118 3.178315e+06 119 4.070423e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ICMS,MLP,0.8693752288818359,"108 1.286766e+06 109 1.181809e+06 110 1.218320e+06 111 1.342030e+06 112 1.424114e+06 113 1.298559e+06 114 1.367697e+06 115 1.407969e+06 116 1.404402e+06 117 1.524782e+06 118 1.340117e+06 119 1.420753e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do IPVA,SARIMAX,0.9919450283050537,"108 403452.312500 109 189387.937500 110 284521.593750 111 384254.812500 112 500454.718750 113 206693.343750 114 202429.078125 115 176384.890625 116 137053.312500 117 133370.437500 118 167170.812500 119 414135.468750 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Cota-Parte do ITR,XGBoost,1.2145209312438965,"108 15964.200195 109 16864.601562 110 15867.128906 111 24418.804688 112 46697.910156 113 46600.136719 114 46214.125000 115 46125.367188 116 16102.510742 117 106757.898438 118 332888.750000 119 332806.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São Jerônimo - RS,Transferencias LC 61_1989,XGBoost,1.0150907039642334,"72 12995.634766 73 10115.092773 74 18229.853516 75 15153.427734 76 15020.574219 77 15188.138672 78 15235.320312 79 18048.480469 80 15424.351562 81 14432.618164 82 17682.753906 83 15356.066406 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,IPTU,MLP,1.1539051532745361,"108 1.515721e+06 109 2.056405e+06 110 1.352493e+07 111 3.087675e+06 112 3.247236e+06 113 3.015667e+06 114 2.850900e+06 115 3.231725e+06 116 3.570627e+06 117 3.256843e+06 118 2.785164e+06 119 3.965892e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,ISS,SARIMAX,0.6785755157470703,"108 1813131.625 109 1805053.000 110 1819689.875 111 1811766.875 112 1805053.000 113 1799596.625 114 1813249.500 115 1805053.000 116 1811766.875 117 1813131.625 118 1805053.000 119 1813249.500 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,ITBI,SES,0.6632025241851807,"108 475149.00000 109 503786.65625 110 573346.56250 111 491338.50000 112 561662.93750 113 639634.31250 114 414152.81250 115 521278.75000 116 410674.18750 117 410443.03125 118 414390.75000 119 388215.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,IRRF,SARIMAX,0.7906591892242432,"108 1463846.625 109 1550956.125 110 1463638.500 111 2336575.500 112 2336750.000 113 1841512.250 114 1752862.750 115 1841512.250 116 1754126.500 117 1842082.250 118 1754738.750 119 2336575.500 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do FPM,HWES,1.056227207183838,"108 4420955.00 109 6312562.50 110 3849759.00 111 4005654.25 112 5162896.50 113 4421054.50 114 5162896.50 115 3849759.00 116 3849759.00 117 3361846.00 118 5162896.50 119 6312562.50 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do ICMS,MLP,0.6310622692108154,"108 3.227393e+06 109 2.964869e+06 110 3.057878e+06 111 3.386975e+06 112 3.629968e+06 113 3.242199e+06 114 3.436410e+06 115 3.543384e+06 116 3.530103e+06 117 3.851919e+06 118 3.348896e+06 119 3.810570e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do IPVA,SARIMAX,1.0571420192718506,"99 1.770162e+06 100 1.555945e+06 101 1.532257e+06 102 1.707534e+06 103 2.096186e+06 104 1.064028e+06 105 5.220238e+05 106 6.018321e+05 107 4.477109e+05 108 5.070216e+05 109 2.268743e+05 110 1.737408e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Cota-Parte do ITR,HWES,1.0595190525054932,"108 17824.123047 109 2806.608643 110 2790.896240 111 2793.979248 112 2793.979248 113 2780.776855 114 2777.936768 115 3144.426514 116 15677.682617 117 85358.335938 118 18132.365234 119 21138.298828 Name: Valor, dtype: float64" Prefeitura Municipal de Osório - RS,Transferencias LC 61_1989,HWES,0.42409396171569824,"60 28905.806641 61 30915.556641 62 31746.861328 63 35456.046875 64 34374.734375 65 17428.357422 66 35118.550781 67 32991.207031 68 33515.230469 69 21558.593750 70 29822.044922 71 33706.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,IPTU,Prophet,1.241037368774414,"100 1.996884e+05 101 2.428466e+05 102 2.702659e+06 103 2.703804e+06 104 2.721930e+06 105 2.756081e+06 106 2.724164e+06 107 2.720377e+06 108 2.708330e+06 109 2.708330e+06 110 2.707069e+06 111 2.705873e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,ISS,SES,1.0969898700714111,"104 7500451.5 105 7478217.0 106 7539942.5 107 6730609.0 108 7135440.0 109 6800293.0 110 6800293.0 111 7539942.5 112 6800293.0 113 7630333.5 114 7500451.5 115 6804659.5 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,ITBI,SES,0.5617825984954834,"104 275243.093750 105 268194.000000 106 249888.906250 107 310199.343750 108 294311.281250 109 229698.421875 110 269855.343750 111 226876.171875 112 227984.890625 113 357967.156250 114 375956.781250 115 402586.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,IRRF,XGBoost,1.6159846782684326,"104 920060.2500 105 876077.8125 106 920060.2500 107 920060.2500 108 920060.2500 109 920060.2500 110 920060.2500 111 920060.2500 112 920060.2500 113 920060.2500 114 920060.2500 115 890247.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do FPM,MLP,0.7297286987304688,"104 3.869776e+06 105 4.526902e+06 106 3.524029e+06 107 3.774715e+06 108 3.994419e+06 109 3.876272e+06 110 4.354557e+06 111 3.624819e+06 112 3.684004e+06 113 3.597073e+06 114 4.078029e+06 115 5.245883e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ICMS,MLP,0.642268180847168,"104 2.354982e+06 105 2.169430e+06 106 2.238474e+06 107 2.481757e+06 108 2.661858e+06 109 2.382054e+06 110 2.470780e+06 111 2.553125e+06 112 2.547972e+06 113 2.780387e+06 114 2.426215e+06 115 2.829364e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do IPVA,MLP,1.1872444152832031,"104 1.665599e+06 105 6.914221e+05 106 6.800618e+05 107 1.152109e+06 108 1.027650e+06 109 5.850742e+05 110 4.919903e+05 111 3.867307e+05 112 3.364246e+05 113 3.035035e+05 114 2.897548e+05 115 9.880795e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Cota-Parte do ITR,SARIMAX,1.416106939315796,"87 20775.472656 88 21108.291016 89 20775.472656 90 19991.072266 91 19991.072266 92 19273.001953 93 20789.750000 94 19955.662109 95 35597.582031 96 614680.750000 97 35685.355469 98 35094.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Eldorado do Sul - RS,Transferencias LC 61_1989,MLP,0.5504207611083984,"104 24966.785933 105 22950.184359 106 23623.165390 107 24204.904139 108 23946.171351 109 24406.112557 110 24530.646369 111 23901.822363 112 24135.013525 113 26383.996595 114 23700.520618 115 24687.342024 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,IPTU,AR,1.6862123012542725,"108 5.115492e+05 109 1.834973e+05 110 1.585863e+06 111 1.581388e+06 112 6.421176e+05 113 4.827115e+05 114 4.814348e+05 115 4.814348e+05 116 6.376595e+05 117 4.814348e+05 118 6.802048e+05 119 6.802046e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,ISS,Prophet,0.7530851364135742,"108 529236.1250 109 564324.0625 110 565197.8750 111 565197.8750 112 565197.8750 113 529236.1250 114 565197.8750 115 526138.0000 116 565197.8750 117 564333.1875 118 565197.8750 119 529236.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,ITBI,MLP,0.6540627479553223,"108 405622.266052 109 340805.098692 110 283322.619294 111 307957.327181 112 363190.795108 113 305444.044407 114 374655.924971 115 392099.831942 116 340808.201755 117 394426.521491 118 285070.944577 119 487720.492882 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,IRRF,XGBoost,0.6752660274505615,"107 1.061069e+06 108 1.013156e+06 109 1.060800e+06 110 1.061069e+06 111 1.061069e+06 112 1.061069e+06 113 1.044039e+06 114 1.061069e+06 115 1.061069e+06 116 1.061069e+06 117 1.061069e+06 118 1.061067e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do FPM,HWES,0.6872601509094238,"108 3514389.50 109 5681305.50 110 3276031.50 111 3514389.50 112 3683379.00 113 3790079.50 114 5681305.50 115 3276031.50 116 3276501.25 117 2814410.75 118 3683379.00 119 5681305.50 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ICMS,HWES,0.691453218460083,"108 6749344.0 109 6208530.5 110 6111012.0 111 6608531.0 112 6608948.0 113 6746908.0 114 6608531.0 115 6609203.0 116 6610117.5 117 6608948.0 118 6749490.5 119 6608948.0 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do IPVA,XGBoost,1.033123254776001,"108 1.357597e+06 109 6.596453e+05 110 8.010555e+05 111 1.066314e+06 112 1.078863e+06 113 7.976992e+05 114 4.563696e+05 115 5.886862e+05 116 2.854102e+05 117 1.348205e+05 118 1.153618e+05 119 1.345144e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Cota-Parte do ITR,XGBoost,1.030212640762329,"57 5.042025e+05 58 1.362008e+05 59 1.362008e+05 60 1.362008e+05 61 1.362008e+05 62 1.252887e+05 63 1.362008e+05 64 1.252887e+05 65 5.029012e+05 66 3.885688e+06 67 6.391470e+05 68 6.391470e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedrito - RS,Transferencias LC 61_1989,HWES,0.590167760848999,"108 57297.945312 109 54157.050781 110 56815.550781 111 62540.953125 112 57611.964844 113 61650.937500 114 57513.042969 115 60639.128906 116 56668.839844 117 65986.742188 118 56334.531250 119 76757.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,IPTU,MLP,1.8912696838378906,"108 3.502832e+06 109 1.354094e+07 110 3.870922e+06 111 3.118952e+06 112 3.676557e+06 113 3.215641e+06 114 3.249932e+06 115 3.135031e+06 116 2.874369e+06 117 3.332677e+06 118 3.458945e+06 119 3.808672e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,ISS,XGBoost,0.8095841407775879,"108 2280671.25 109 2160433.50 110 2273156.75 111 2273143.75 112 2273110.00 113 2273110.00 114 2273110.00 115 2273156.75 116 2273143.75 117 2273143.75 118 2280671.25 119 2280671.25 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,ITBI,MLP,0.6958856582641602,"108 7.904909e+05 109 7.249627e+05 110 8.432489e+05 111 6.986050e+05 112 8.760907e+05 113 8.664926e+05 114 9.625966e+05 115 1.140626e+06 116 9.145617e+05 117 8.585093e+05 118 1.280552e+06 119 9.407880e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,IRRF,MLP,1.149935245513916,"108 1.835589e+06 109 1.733121e+06 110 1.650683e+06 111 1.899106e+06 112 1.780166e+06 113 1.774101e+06 114 1.805132e+06 115 3.191151e+06 116 2.001368e+06 117 2.055884e+06 118 1.983914e+06 119 3.162632e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do FPM,HWES,0.6751859188079834,"108 7192496.0 109 10731355.0 110 6228792.0 111 6569599.0 112 6820168.0 113 7192496.0 114 9192221.0 115 6228792.0 116 6243288.0 117 5357499.5 118 6820168.0 119 10731355.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do ICMS,SES,0.6391520500183105,"108 4733406.0 109 4597725.5 110 4522160.0 111 4575113.0 112 4571785.0 113 4518052.0 114 4571825.5 115 4152561.0 116 4213614.5 117 4435378.0 118 4152847.0 119 4560597.0 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do IPVA,XGBoost,1.3431718349456787,"108 3.519180e+06 109 2.092250e+06 110 2.309309e+06 111 3.032472e+06 112 3.039112e+06 113 2.092250e+06 114 1.722062e+06 115 1.382832e+06 116 6.904286e+05 117 5.345402e+05 118 3.230136e+05 119 3.116413e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bagé - RS,Cota-Parte do ITR,XGBoost,1.1193749904632568,"108 5.719768e+05 109 1.229386e+05 110 1.122888e+05 111 1.408100e+05 112 1.183392e+05 113 1.237231e+05 114 1.228325e+05 115 1.104128e+05 116 6.022768e+05 117 2.102904e+06 118 6.280316e+05 119 6.280317e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,IPTU,XGBoost,1.0472631454467773,"108 15198255.0 109 15198255.0 110 5789477.0 111 4953183.5 112 5483793.0 113 5475330.5 114 5461843.0 115 5689084.5 116 11604789.0 117 5955985.5 118 5955985.5 119 5689084.5 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,ISS,MLP,0.6693611145019531,"108 8.882731e+06 109 8.073006e+06 110 8.491170e+06 111 8.989205e+06 112 8.722954e+06 113 8.868672e+06 114 9.232983e+06 115 9.082329e+06 116 9.707273e+06 117 9.194601e+06 118 9.228270e+06 119 9.521775e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,ITBI,MLP,1.2070088386535645,"108 1.500454e+06 109 1.393278e+06 110 1.499189e+06 111 1.301851e+06 112 1.802883e+06 113 1.674188e+06 114 1.539620e+06 115 1.574611e+06 116 1.553969e+06 117 1.718685e+06 118 1.550113e+06 119 1.540958e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,IRRF,MLP,0.9034185409545898,"108 5.099713e+06 109 4.732121e+06 110 5.327383e+06 111 5.981791e+06 112 5.413356e+06 113 6.199976e+06 114 6.329033e+06 115 5.655438e+06 116 5.964801e+06 117 6.055520e+06 118 6.198216e+06 119 8.999413e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do FPM,AR,0.8417234420776367,"108 10695195.0 109 16457504.0 110 8911429.0 111 7427134.0 112 10695195.0 113 8031426.5 114 16457504.0 115 8857965.0 116 8881271.0 117 8911429.0 118 10695195.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ICMS,HWES,1.0555355548858643,"108 15716107.0 109 15486784.0 110 15524279.0 111 15656670.0 112 15476484.0 113 15661402.0 114 16536983.0 115 15932796.0 116 18827912.0 117 19510834.0 118 18885256.0 119 19508854.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do IPVA,AR,1.102585792541504,"108 6468915.000 109 4772737.000 110 6979041.500 111 7251232.500 112 5017372.500 113 5003823.500 114 2717694.750 115 2722341.250 116 1654594.625 117 1115192.875 118 1314848.500 119 7342678.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Cota-Parte do ITR,MLP,1.3205885887145996,"100 2698.016658 101 2289.544997 102 2373.803268 103 2510.762328 104 2606.522558 105 2676.290737 106 2797.547738 107 2863.492106 108 4627.262096 109 9544.608893 110 3471.286979 111 3456.636029 Name: Valor, dtype: float64" Prefeitura Municipal de São Leopoldo - RS,Transferencias LC 61_1989,SES,0.5942881107330322,"108 142455.296875 109 96905.953125 110 130786.171875 111 131213.484375 112 138550.421875 113 163539.593750 114 166255.828125 115 131071.750000 116 130741.265625 117 138316.359375 118 131274.171875 119 142350.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IPTU,XGBoost,1.0895464420318604,"104 6419.775879 105 6305.357910 106 33604.964844 107 25095.267578 108 16886.000000 109 47556.316406 110 3859.633057 111 3411.338623 112 4412.668945 113 3975.755127 114 -2962.318115 115 4307.857910 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ISS,MLP,1.306797981262207,"108 40710.676830 109 41833.131411 110 45013.087925 111 42041.603418 112 44857.809609 113 44001.727885 114 43067.648610 115 44474.942597 116 43532.069678 117 46199.744059 118 45064.412283 119 45161.234023 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,ITBI,Prophet,1.8234620094299316,"104 23984.253906 105 24960.697266 106 24769.013672 107 24725.937500 108 24678.335938 109 27169.994141 110 21566.857422 111 123710.187500 112 123709.484375 113 127013.101562 114 123709.484375 115 126126.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,IRRF,SARIMAX,1.2742056846618652,"108 109411.250000 109 65944.820312 110 109411.250000 111 109411.250000 112 109411.250000 113 109411.250000 114 109411.250000 115 109411.281250 116 109411.250000 117 109411.250000 118 109411.250000 119 109411.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do FPM,HWES,0.6853358745574951,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ICMS,HWES,0.7046535015106201,"108 9.689904e+05 109 9.053510e+05 110 9.123249e+05 111 9.708624e+05 112 1.025570e+06 113 9.707888e+05 114 9.708499e+05 115 9.708591e+05 116 9.708591e+05 117 1.008706e+06 118 9.705948e+05 119 1.008706e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do IPVA,AR,0.9677324295043945,"108 121486.250000 109 55080.156250 110 92108.945312 111 81700.015625 112 55118.812500 113 24903.353516 114 15430.010742 115 15384.074219 116 15195.701172 117 15417.872070 118 15141.943359 119 123723.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Cota-Parte do ITR,MLP,1.4089698791503906,"96 31752.888558 97 37484.628635 98 46303.722456 99 54815.343974 100 66266.358660 101 78868.892474 102 94753.516467 103 114851.782422 104 160612.672008 105 231363.387805 106 146359.002452 107 171804.826467 Name: Valor, dtype: float64" Prefeitura Municipal de Almirante Tamandaré do Sul - RS,Transferencias LC 61_1989,HWES,0.8382065296173096,"108 7610.618164 109 7284.794434 110 7750.619141 111 9276.958984 112 7089.746094 113 8708.465820 114 7784.546875 115 7160.466797 116 8660.203125 117 8285.717773 118 8692.969727 119 7789.048340 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,IPTU,SARIMAX,1.204085350036621,"99 8.097992e+04 100 7.746117e+04 101 2.557392e+05 102 1.329961e+06 103 3.136510e+05 104 2.511817e+05 105 1.215807e+06 106 1.213083e+06 107 1.173372e+06 108 1.111521e+06 109 1.111595e+06 110 1.140046e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,ISS,HWES,0.5637924671173096,"108 157547.562500 109 199508.250000 110 196265.234375 111 199113.593750 112 180554.250000 113 162403.265625 114 172207.953125 115 145001.359375 116 182758.343750 117 188990.984375 118 163560.703125 119 155080.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,ITBI,XGBoost,0.6589756011962891,"108 38619.757812 109 45364.957031 110 46226.378906 111 50646.332031 112 46809.914062 113 45953.171875 114 42226.562500 115 46560.863281 116 21142.140625 117 32090.181641 118 12353.955078 119 34095.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,IRRF,Prophet,0.6840701103210449,"108 916384.1250 109 918934.9375 110 918934.9375 111 924477.0000 112 918567.9375 113 918934.9375 114 918934.9375 115 918934.9375 116 918934.9375 117 918934.9375 118 918934.9375 119 924477.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do FPM,AR,0.6488261222839355,"108 1.081996e+06 109 2.531198e+06 110 1.016623e+06 111 1.379563e+06 112 1.419816e+06 113 1.605527e+06 114 1.493207e+06 115 9.536082e+05 116 1.025511e+06 117 9.838492e+05 118 1.580663e+06 119 2.591236e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do ICMS,SES,0.5896620750427246,"108 812464.1875 109 938066.1875 110 919015.6875 111 839442.8125 112 798682.9375 113 819430.3750 114 814784.5000 115 812226.7500 116 797503.3750 117 772806.8125 118 800034.1250 119 880480.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do IPVA,HWES,1.506082534790039,"105 351864.531250 106 193518.203125 107 185514.656250 108 228542.890625 109 318091.781250 110 212049.718750 111 202424.890625 112 115575.578125 113 115575.578125 114 57403.804688 115 57403.804688 116 304479.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Cota-Parte do ITR,MLP,1.4659531116485596,"102 31061.126273 103 38790.540908 104 48477.573507 105 61074.009027 106 75501.374501 107 94336.423985 108 117871.032817 109 147595.479045 110 219248.395694 111 312684.048476 112 245915.828467 113 307866.600401 Name: Valor, dtype: float64" Prefeitura Municipal de Tapera - RS,Transferencias LC 61_1989,HWES,0.7265512943267822,"108 11046.549805 109 11004.776367 110 12215.760742 111 12374.264648 112 11981.029297 113 12666.276367 114 15087.746094 115 12536.265625 116 11466.281250 117 11832.274414 118 12681.959961 119 12582.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,IPTU,AR,1.2541759014129639,"108 140202.593750 109 283755.812500 110 672867.437500 111 179312.875000 112 137779.343750 113 157448.156250 114 140202.593750 115 157344.000000 116 137779.343750 117 137690.359375 118 283800.625000 119 174064.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,ISS,XGBoost,0.6687788963317871,"108 213171.453125 109 185873.828125 110 205818.453125 111 205818.812500 112 206945.140625 113 206945.140625 114 205818.031250 115 206945.140625 116 206945.140625 117 205648.390625 118 205648.390625 119 206945.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,ITBI,SARIMAX,0.6969988346099854,"108 99334.37500 109 343189.90625 110 307093.06250 111 352111.34375 112 307093.06250 113 322602.40625 114 308575.87500 115 332095.78125 116 285397.46875 117 332095.78125 118 284955.18750 119 311002.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,IRRF,HWES,1.5448017120361328,"108 560676.00000 109 560687.87500 110 560676.00000 111 521513.34375 112 521513.34375 113 521513.34375 114 521513.34375 115 521513.34375 116 533728.31250 117 560687.87500 118 533728.37500 119 560676.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do FPM,SARIMAX,0.7210445404052734,"108 3651007.00 109 3843138.75 110 3764524.75 111 3746160.75 112 3843138.75 113 3843573.00 114 3843138.75 115 3764524.75 116 3764524.75 117 3635535.25 118 3843138.75 119 3843138.75 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do ICMS,HWES,0.6252050399780273,"108 2148351.25 109 2570538.75 110 2503911.75 111 2562846.50 112 2626052.25 113 2565822.50 114 2562846.50 115 2621646.50 116 2621646.50 117 2592583.00 118 2569379.75 119 2592583.00 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do IPVA,XGBoost,1.0178635120391846,"108 528245.625000 109 179393.578125 110 438087.312500 111 528135.437500 112 430937.468750 113 176677.859375 114 136331.593750 115 62838.925781 116 35266.878906 117 35266.878906 118 1506.304077 119 451754.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Giruá - RS,Cota-Parte do ITR,SARIMAX,1.0033831596374512,"36 24049.441406 37 24049.441406 38 23983.437500 39 27197.339844 40 36044.582031 41 35967.703125 42 35967.703125 43 35967.949219 44 184322.000000 45 718055.875000 46 35990.125000 47 35735.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,IPTU,SARIMAX,1.070768117904663,"96 9223.386719 97 13266.727539 98 20740.496094 99 120251.812500 100 126160.257812 101 18095.664062 102 13061.555664 103 13061.049805 104 14028.641602 105 21497.888672 106 13061.555664 107 22135.556641 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,ISS,MLP,1.0406696796417236,"108 14888.418967 109 14308.341965 110 14180.092068 111 14004.331194 112 13898.028527 113 13997.904816 114 13549.539832 115 15847.230114 116 13557.465097 117 13443.585625 118 13169.536197 119 15055.678401 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,ITBI,XGBoost,1.4223666191101074,"103 12336.001953 104 5807.891602 105 12336.323242 106 8646.233398 107 5905.789062 108 5615.254883 109 12336.323242 110 988.863281 111 6742.266602 112 7528.596680 113 2562.009521 114 8801.807617 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,IRRF,XGBoost,1.0496060848236084,"98 42648.164062 99 38589.445312 100 42945.828125 101 44783.101562 102 45018.730469 103 45548.867188 104 42630.015625 105 42554.367188 106 42630.015625 107 42630.015625 108 42945.828125 109 45548.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do FPM,MLP,1.2118926048278809,"108 1.260553e+06 109 1.453939e+06 110 1.155295e+06 111 1.228849e+06 112 1.292859e+06 113 1.256580e+06 114 1.396859e+06 115 1.179061e+06 116 1.195624e+06 117 1.168852e+06 118 1.310161e+06 119 1.653939e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ICMS,HWES,0.7840602397918701,"108 880103.1875 109 798297.8750 110 822693.7500 111 892323.2500 112 856438.5625 113 892204.8750 114 891859.0000 115 844485.2500 116 891894.6250 117 891894.6250 118 892323.6250 119 858505.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do IPVA,XGBoost,1.2230181694030762,"108 151402.390625 109 28025.890625 110 31126.728516 111 47988.218750 112 52915.445312 113 12635.137695 114 12635.137695 115 7360.049316 116 8262.698242 117 7857.453613 118 9509.836914 119 151377.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Cota-Parte do ITR,XGBoost,0.7637460231781006,"81 430.359924 82 1059.566162 83 1182.421021 84 295.715149 85 274.497650 86 238.422974 87 1038.323486 88 1068.061035 89 159.553696 90 127.989426 91 628.730164 92 1068.061035 Name: Valor, dtype: float64" Prefeitura Municipal de Poço das Antas - RS,Transferencias LC 61_1989,XGBoost,1.056736707687378,"108 7372.554199 109 7294.683594 110 7350.406738 111 8372.741211 112 8294.042969 113 7557.708496 114 9311.941406 115 7537.220703 116 6783.754395 117 7336.143066 118 7976.155273 119 8459.634766 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,IPTU,XGBoost,1.197359323501587,"83 8.017923e+04 84 8.422464e+04 85 1.076015e+05 86 8.078996e+04 87 1.236613e+05 88 1.307836e+06 89 1.055225e+05 90 1.055225e+05 91 2.981482e+05 92 7.222627e+04 93 6.565987e+04 94 2.918060e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,ISS,SARIMAX,0.7165238857269287,"92 399035.37500 93 401436.06250 94 401435.93750 95 401786.37500 96 401345.37500 97 401435.93750 98 401436.06250 99 401306.53125 100 401435.93750 101 401345.37500 102 401306.53125 103 401306.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,ITBI,XGBoost,0.736335277557373,"92 64083.988281 93 64083.988281 94 107118.312500 95 107118.312500 96 107118.312500 97 107118.312500 98 54049.925781 99 54131.546875 100 55237.554688 101 55545.796875 102 55546.242188 103 55546.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,IRRF,XGBoost,0.7881510257720947,"92 523159.34375 93 513139.68750 94 510666.34375 95 510623.93750 96 510623.93750 97 510666.34375 98 510666.34375 99 515709.25000 100 510666.34375 101 510666.34375 102 510666.34375 103 513644.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do FPM,MLP,0.6315310001373291,"92 3.019795e+06 93 3.519429e+06 94 2.757719e+06 95 2.949211e+06 96 3.116923e+06 97 3.027857e+06 98 3.391890e+06 99 2.838038e+06 100 2.884237e+06 101 2.819493e+06 102 3.186174e+06 103 4.073912e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ICMS,XGBoost,0.7512593269348145,"92 1.125464e+06 93 1.043633e+06 94 1.095695e+06 95 9.614754e+05 96 1.012223e+06 97 1.078706e+06 98 9.606808e+05 99 1.103113e+06 100 1.147382e+06 101 1.206488e+06 102 1.035142e+06 103 1.206488e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do IPVA,SARIMAX,0.9944024085998535,"92 671612.750000 93 215872.375000 94 441675.656250 95 666631.062500 96 672777.562500 97 232565.125000 98 169588.625000 99 100243.039062 100 90095.125000 101 71663.625000 102 61761.691406 103 665082.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Cota-Parte do ITR,AR,1.1871161460876465,"89 331.772308 90 307.893188 91 336.289642 92 331.772308 93 312.871429 94 331.772308 95 306.491028 96 273.509430 97 346.485199 98 7996.405273 99 448.288696 100 122.675552 Name: Valor, dtype: float64" Prefeitura Municipal de Três Coroas - RS,Transferencias LC 61_1989,SES,0.5842185020446777,"92 11258.156250 93 10147.543945 94 13020.562500 95 11058.817383 96 11058.817383 97 11058.817383 98 11058.817383 99 11067.047852 100 11058.817383 101 8027.062500 102 13020.562500 103 11624.868164 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,IPTU,HWES,1.6493117809295654,"102 42426.539062 103 32681.716797 104 42631.402344 105 32681.716797 106 17268.478516 107 17282.509766 108 6666.421387 109 1210.733398 110 691.548523 111 489.459930 112 1463.543823 113 -3920.060303 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,ISS,XGBoost,1.5619940757751465,"108 92227.101562 109 89228.187500 110 92227.101562 111 89680.320312 112 89680.320312 113 93271.414062 114 89778.031250 115 93271.414062 116 89760.609375 117 89411.679688 118 88331.125000 119 89411.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,ITBI,MLP,1.2691595554351807,"108 37745.266250 109 37041.409480 110 39908.761092 111 41949.432446 112 46071.878418 113 48095.909764 114 52123.378588 115 51167.610028 116 48456.142380 117 52777.712335 118 48353.736718 119 55365.667964 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,IRRF,SARIMAX,0.7603812217712402,"108 181287.140625 109 171913.109375 110 171913.109375 111 181288.843750 112 181288.843750 113 181288.843750 114 181287.031250 115 181287.031250 116 181287.031250 117 181287.031250 118 182914.453125 119 361377.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do FPM,HWES,0.7229316234588623,"108 1.222780e+06 109 1.893837e+06 110 1.100339e+06 111 1.145798e+06 112 1.241221e+06 113 1.237398e+06 114 1.241221e+06 115 1.100339e+06 116 1.107796e+06 117 9.580593e+05 118 1.241221e+06 119 1.893837e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do ICMS,HWES,0.6021859645843506,"108 4171515.25 109 3964684.00 110 4179631.00 111 4293430.50 112 4328042.00 113 4224047.00 114 4306539.50 115 4328042.00 116 4306539.50 117 4276404.50 118 4309660.50 119 4241045.50 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do IPVA,XGBoost,0.8942849636077881,"108 179592.718750 109 90727.859375 110 153454.578125 111 207361.703125 112 135709.625000 113 52164.082031 114 25314.832031 115 27679.677734 116 27679.677734 117 10602.311523 118 13913.280273 119 207360.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Cota-Parte do ITR,XGBoost,0.9982290267944336,"101 1088.924316 102 1083.612427 103 1089.258301 104 1146.446411 105 1089.258301 106 1080.622192 107 1147.007690 108 1579.098999 109 8529.205078 110 8529.205078 111 1087.166260 112 1579.098999 Name: Valor, dtype: float64" Prefeitura Municipal de Alpestre - RS,Transferencias LC 61_1989,AR,0.5200226306915283,"48 27074.591797 49 29399.015625 50 26494.462891 51 28205.869141 52 28200.193359 53 27047.199219 54 28189.578125 55 27328.171875 56 25576.587891 57 25066.089844 58 26495.658203 59 28491.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,IPTU,XGBoost,1.2684388160705566,"108 1.492344e+04 109 1.452734e+04 110 1.736757e+04 111 3.917132e+04 112 1.087472e+06 113 4.069411e+04 114 4.523549e+04 115 3.484207e+04 116 4.076396e+04 117 2.564718e+04 118 3.921402e+04 119 2.556551e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,ISS,XGBoost,0.6316478252410889,"108 105020.531250 109 109278.734375 110 105426.617188 111 105426.617188 112 105229.492188 113 105426.617188 114 111056.742188 115 105431.109375 116 105431.109375 117 105431.109375 118 111566.359375 119 106894.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,ITBI,HWES,0.7198076248168945,"96 125848.492188 97 128592.070312 98 128823.093750 99 123429.695312 100 127448.585938 101 129405.328125 102 128823.093750 103 128731.929688 104 122835.523438 105 120036.367188 106 127448.585938 107 119869.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,IRRF,Prophet,1.1303250789642334,"96 95836.976562 97 95864.929688 98 95866.585938 99 95866.585938 100 95866.585938 101 95866.585938 102 95864.929688 103 95866.585938 104 95866.585938 105 95866.585938 106 95866.585938 107 95866.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do FPM,HWES,0.759225606918335,"108 1405577.250 109 1570180.500 110 1115045.750 111 1188032.250 112 1446422.875 113 1316378.750 114 1446423.125 115 1160164.875 116 1163148.875 117 988035.375 118 1570180.500 119 1570180.500 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do ICMS,SARIMAX,0.6414380073547363,"108 1151701.625 109 1044648.625 110 1052623.625 111 1151699.625 112 1133924.625 113 1145140.000 114 1151701.625 115 1151699.625 116 1151699.625 117 1133924.625 118 1145140.000 119 1133924.625 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do IPVA,AR,1.0972223281860352,"108 281570.906250 109 91461.195312 110 91464.984375 111 141185.000000 112 91463.492188 113 44016.457031 114 110802.531250 115 15114.642578 116 20862.857422 117 13861.312500 118 13861.312500 119 414919.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Cota-Parte do ITR,XGBoost,0.8398540019989014,"91 46.628616 92 44.777134 93 8844.329102 94 7377.986816 95 8573.350586 96 9082.402344 97 10273.680664 98 1031.473267 99 52.423096 100 43.102856 101 1030.757568 102 9075.201172 Name: Valor, dtype: float64" Prefeitura Municipal de Gaurama - RS,Transferencias LC 61_1989,XGBoost,0.7287852764129639,"108 2902.003418 109 2902.003418 110 2902.003418 111 2902.003418 112 2902.003418 113 2902.003418 114 2902.003418 115 2902.003418 116 2902.003418 117 3083.937744 118 2902.003418 119 2902.003418 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,IPTU,XGBoost,1.1828365325927734,"89 2171.830566 90 4959.837891 91 4737.761719 92 5607.699219 93 9800.143555 94 11452.259766 95 4422.471680 96 113884.070312 97 153704.046875 98 3108.566895 99 24445.466797 100 8865.791016 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,ISS,SARIMAX,1.070990800857544,"108 32462.080078 109 33117.613281 110 31430.187500 111 30672.710938 112 33127.058594 113 30672.710938 114 41416.875000 115 31966.044922 116 31674.572266 117 41417.386719 118 41420.574219 119 31303.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,ITBI,SARIMAX,1.1390125751495361,"108 23474.958984 109 19671.367188 110 14643.425781 111 20796.996094 112 14544.302734 113 27555.958984 114 19548.212891 115 19080.644531 116 27861.105469 117 26096.224609 118 27923.630859 119 13033.291992 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,IRRF,XGBoost,1.122426986694336,"108 63445.90625 109 63445.90625 110 63445.90625 111 63445.90625 112 63445.90625 113 63445.90625 114 63445.90625 115 63445.90625 116 63445.90625 117 63445.90625 118 63445.90625 119 63445.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do FPM,HWES,0.6985800266265869,"108 1244912.500 109 1893770.250 110 1053679.875 111 1165657.750 112 1246072.000 113 1277275.750 114 1246072.000 115 1053679.875 116 1053681.625 117 956073.625 118 1246072.000 119 1893770.250 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ICMS,HWES,0.5805349349975586,"108 524312.12500 109 441993.12500 110 456199.28125 111 537868.06250 112 559445.62500 113 538006.25000 114 536285.81250 115 562623.06250 116 562624.68750 117 567325.68750 118 529211.43750 119 567325.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do IPVA,AR,1.1343607902526855,"108 128032.562500 109 94751.273438 110 213555.015625 111 214288.218750 112 69075.312500 113 24595.484375 114 25389.695312 115 17342.759766 116 22565.464844 117 14236.105469 118 12890.296875 119 149742.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Cota-Parte do ITR,XGBoost,1.993490219116211,"97 168.851944 98 5824.172363 99 11990.903320 100 11666.065430 101 17339.267578 102 17338.554688 103 400.864471 104 7035.130859 105 7035.372070 106 7035.372070 107 540.054932 108 7658.707520 Name: Valor, dtype: float64" Prefeitura Municipal de Maximiliano de Almeida - RS,Transferencias LC 61_1989,HWES,0.7256953716278076,"108 4666.234375 109 4293.880859 110 4630.534668 111 4665.305176 112 4692.615723 113 4458.895020 114 4552.837402 115 4484.619141 116 4615.217773 117 4665.665039 118 4517.041504 119 4550.303711 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,IPTU,MLP,1.274601936340332,"108 2.966905e+07 109 4.270790e+06 110 1.991315e+06 111 1.671718e+06 112 1.706722e+06 113 2.474481e+06 114 2.086149e+06 115 2.374213e+06 116 2.535623e+06 117 3.760798e+06 118 1.760177e+06 119 1.826381e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,ISS,SARIMAX,0.5930976867675781,"108 1301071.000 109 1300675.000 110 1300675.000 111 1295736.250 112 1300675.000 113 1293509.625 114 1298411.125 115 1298808.250 116 1298800.500 117 1298411.125 118 1293481.500 119 1298411.125 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,ITBI,HWES,0.8272285461425781,"108 1807088.500 109 2183787.750 110 2098759.750 111 2003845.500 112 2192189.250 113 2192189.250 114 2003845.500 115 2003845.500 116 1826535.125 117 1968905.625 118 1968905.625 119 1945271.500 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,IRRF,MLP,1.034402847290039,"107 1.069140e+06 108 1.157391e+06 109 1.300139e+06 110 1.116840e+06 111 1.733719e+06 112 1.342742e+06 113 1.359581e+06 114 1.351417e+06 115 1.268985e+06 116 1.398678e+06 117 1.037322e+06 118 2.290300e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do FPM,HWES,1.1252498626708984,"108 3997151.50 109 4988233.00 110 4451745.50 111 3676198.75 112 3463918.00 113 3888241.75 114 3933969.50 115 4004540.75 116 4004540.75 117 4102536.25 118 3933969.50 119 5204168.00 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do ICMS,XGBoost,0.6381525993347168,"108 1748347.625 109 1721300.750 110 1244817.750 111 1764878.000 112 1850667.125 113 2095688.875 114 1721969.625 115 1972851.750 116 1972851.750 117 1985569.875 118 2180700.250 119 1978551.875 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do IPVA,SES,1.004873514175415,"104 3.923173e+05 105 1.086343e+06 106 1.086343e+06 107 1.087362e+06 108 9.640656e+05 109 1.524007e+06 110 1.513909e+06 111 1.613815e+06 112 1.600186e+06 113 1.573825e+06 114 1.608231e+06 115 1.107568e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Cota-Parte do ITR,XGBoost,1.3379943370819092,"103 361.968140 104 760.610901 105 347.282379 106 239.554382 107 727.208313 108 403.688446 109 767.281860 110 780.379761 111 10651.501953 112 12298.078125 113 581.840576 114 551.433411 Name: Valor, dtype: float64" Prefeitura Municipal de Torres - RS,Transferencias LC 61_1989,SES,0.6279497146606445,"96 15561.004883 97 13996.667969 98 14243.098633 99 15656.833008 100 15767.197266 101 15680.663086 102 15590.254883 103 15549.628906 104 14790.777344 105 13876.951172 106 14243.098633 107 15466.580078 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,IPTU,AR,2.19622802734375,"96 36453.468750 97 161076.140625 98 673887.000000 99 34742.820312 100 37166.988281 101 31207.218750 102 43668.597656 103 44182.664062 104 43388.902344 105 32458.568359 106 32458.568359 107 37166.988281 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,ISS,XGBoost,0.545234203338623,"96 137444.218750 97 119999.703125 98 119999.703125 99 120454.375000 100 137444.218750 101 120454.375000 102 119999.703125 103 119999.703125 104 119999.703125 105 119999.703125 106 120283.843750 107 119999.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,ITBI,SARIMAX,0.751317024230957,"96 42900.019531 97 43247.566406 98 43348.019531 99 43348.019531 100 43005.660156 101 43348.019531 102 43348.019531 103 43348.019531 104 40883.863281 105 45751.250000 106 46133.289062 107 45685.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,IRRF,Prophet,0.8215038776397705,"96 195692.109375 97 195484.562500 98 195732.125000 99 195732.015625 100 195839.625000 101 195839.625000 102 195839.625000 103 195839.625000 104 195839.625000 105 195839.625000 106 195839.625000 107 195839.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do FPM,SARIMAX,0.5853562355041504,"96 1809094.000 97 2415341.750 98 1401194.250 99 1809094.000 100 2370275.000 101 1809094.000 102 2415341.750 103 1809094.000 104 1749795.750 105 1355557.125 106 2415515.500 107 2415341.750 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ICMS,HWES,0.5985872745513916,"96 1267917.375 97 1445208.375 98 1447227.125 99 1423046.125 100 1432237.000 101 1431303.000 102 1423046.125 103 1452730.375 104 1436933.875 105 1410175.375 106 1410175.250 107 1499358.625 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do IPVA,MLP,1.0834310054779053,"96 5.281152e+05 97 2.097776e+05 98 2.589673e+05 99 4.916355e+05 100 3.370661e+05 101 1.527637e+05 102 1.373956e+05 103 1.244773e+05 104 1.331135e+05 105 1.213559e+05 106 1.079824e+05 107 1.518170e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Cota-Parte do ITR,MLP,1.861323356628418,"96 1340.326856 97 244.703302 98 496.966275 99 827.676546 100 284.331029 101 692.894369 102 537.054663 103 1980.568296 104 5643.661138 105 15171.090550 106 294.118173 107 253.831614 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzeiro do Sul - RS,Transferencias LC 61_1989,AR,0.5617287158966064,"96 12616.833008 97 14000.770508 98 15017.958008 99 14305.735352 100 13568.811523 101 12790.952148 102 12576.334961 103 12283.435547 104 12006.480469 105 11836.216797 106 12368.052734 107 11050.758789 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,IPTU,AR,1.1063511371612549,"107 2393.819824 108 1745.589844 109 4834.282227 110 30418.607422 111 33156.863281 112 5659.392090 113 5636.003418 114 2423.021973 115 4037.388428 116 3821.515137 117 1783.009033 118 2431.463135 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,ISS,XGBoost,1.2890889644622803,"108 23677.923828 109 21699.183594 110 22459.068359 111 20753.250000 112 21924.015625 113 22451.277344 114 21924.015625 115 23779.287109 116 21924.015625 117 23777.001953 118 21622.660156 119 21622.660156 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,ITBI,XGBoost,0.9413497447967529,"103 3219.137451 104 3411.586182 105 6323.974121 106 4401.874512 107 6863.388184 108 2317.205566 109 4736.376953 110 6183.431152 111 3966.824707 112 3899.936523 113 3878.714355 114 2848.245850 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,IRRF,MLP,1.2209281921386719,"108 24059.833999 109 32492.904446 110 30039.201507 111 30784.903329 112 32980.721882 113 28958.932103 114 31835.412589 115 37549.913620 116 34381.771669 117 32998.188849 118 31993.825566 119 63043.913369 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do FPM,HWES,0.6545374393463135,"108 1400124.125 109 1893779.250 110 1370640.000 111 1152342.250 112 1404454.125 113 1400494.625 114 1404356.000 115 1370640.000 116 1117289.625 117 1002528.375 118 1404454.125 119 1893774.625 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do ICMS,HWES,0.5692534446716309,"108 529843.68750 109 515849.68750 110 506729.93750 111 534336.68750 112 523598.50000 113 511851.84375 114 529843.68750 115 541391.25000 116 541391.25000 117 523598.50000 118 529843.68750 119 523598.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do IPVA,XGBoost,1.0905177593231201,"108 90994.101562 109 33665.378906 110 34092.710938 111 95094.523438 112 33565.746094 113 33134.296875 114 7536.269531 115 9980.052734 116 9480.769531 117 3303.446045 118 10350.509766 119 93220.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Cota-Parte do ITR,XGBoost,1.3597996234893799,"64 87.436150 65 87.436150 66 85.348831 67 127.129997 68 107.880989 69 338.604675 70 735.161743 71 107.745544 72 125.200775 73 108.013603 74 -45.790134 75 44.149185 Name: Valor, dtype: float64" Prefeitura Municipal de Vanini - RS,Transferencias LC 61_1989,HWES,0.9590983390808105,"108 4360.362793 109 4363.918945 110 4870.641602 111 5187.780762 112 4942.441406 113 4868.953125 114 5090.103027 115 4996.436035 116 5129.782715 117 4968.058594 118 4973.126465 119 5782.373047 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,IPTU,AR,0.6474728584289551,"92 2094.217041 93 1574.623291 94 1119.898193 95 1813.099609 96 13004.978516 97 10344.443359 98 14980.853516 99 4462.498047 100 18840.533203 101 -36.752670 102 -328.719116 103 -668.005432 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,ISS,XGBoost,1.0896153450012207,"108 30593.974609 109 30434.384766 110 30595.388672 111 27062.875000 112 30434.384766 113 30559.677734 114 30434.189453 115 30595.388672 116 30434.384766 117 27062.875000 118 35129.558594 119 33225.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,ITBI,HWES,1.452991008758545,"104 26206.992188 105 25831.064453 106 21305.412109 107 35536.035156 108 38856.128906 109 36379.941406 110 41797.261719 111 35175.710938 112 41797.261719 113 35634.832031 114 38934.066406 115 36799.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,IRRF,XGBoost,0.8704450130462646,"98 54802.332031 99 90371.085938 100 90632.796875 101 90632.796875 102 90501.882812 103 90537.710938 104 84676.796875 105 90537.710938 106 90537.710938 107 90537.710938 108 90537.710938 109 85064.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do FPM,HWES,0.5901937484741211,"108 1312043.000 109 1893768.625 110 1084667.875 111 1153183.250 112 1329767.625 113 1320090.000 114 1329767.625 115 1057666.125 116 1064651.625 117 1056621.125 118 1329767.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ICMS,HWES,0.6102864742279053,"108 524798.25000 109 460362.40625 110 515682.50000 111 506032.65625 112 570600.75000 113 539527.00000 114 519282.34375 115 575962.25000 116 575962.25000 117 597429.93750 118 526862.43750 119 597574.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do IPVA,MLP,0.5697393417358398,"96 63661.099183 97 41261.828089 98 51625.148244 99 59216.240396 100 49399.922307 101 39786.980607 102 39254.095157 103 37437.650886 104 38018.721801 105 37621.609022 106 37815.425813 107 56818.640947 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Cota-Parte do ITR,SARIMAX,0.8468220233917236,"72 1184.909546 73 1346.328247 74 1184.909546 75 2459.729492 76 2470.599121 77 2409.187744 78 4585.211426 79 3279.127197 80 4983.317383 81 968.292542 82 198.720596 83 3920.143311 Name: Valor, dtype: float64" Prefeitura Municipal de Passa Sete - RS,Transferencias LC 61_1989,HWES,0.8966660499572754,"108 4422.731934 109 5380.192383 110 4099.642578 111 4124.450195 112 4119.967285 113 4227.437988 114 4238.225098 115 4181.759766 116 4119.967285 117 4022.160645 118 5679.431641 119 4538.409668 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,IPTU,AR,1.1095612049102783,"108 4.096846e+05 109 7.110679e+05 110 2.873292e+06 111 2.987774e+05 112 6.962941e+05 113 3.861805e+05 114 4.180922e+05 115 2.691584e+05 116 3.860494e+05 117 4.180922e+05 118 4.180922e+05 119 3.443917e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,ISS,XGBoost,0.6806955337524414,"108 767127.9375 109 676054.8125 110 769140.3125 111 759076.8125 112 769140.3125 113 769140.3125 114 712463.7500 115 721923.0625 116 712463.7500 117 712463.7500 118 712463.7500 119 712463.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,ITBI,XGBoost,0.6712601184844971,"108 172820.140625 109 181879.468750 110 172921.343750 111 176965.000000 112 164199.640625 113 164199.640625 114 182776.171875 115 164199.515625 116 180325.953125 117 177591.234375 118 176669.906250 119 163741.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,IRRF,XGBoost,1.881723403930664,"108 445820.65625 109 445820.65625 110 445820.65625 111 445820.65625 112 445820.65625 113 445820.65625 114 445820.65625 115 445820.65625 116 445820.65625 117 445820.65625 118 445820.65625 119 757938.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do FPM,HWES,0.6799709796905518,"108 4293032.50 109 4418794.50 110 4098452.00 111 4293032.50 112 4293032.50 113 4293032.50 114 4418794.50 115 3580303.75 116 4418794.50 117 4095483.75 118 4293032.50 119 4418794.50 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ICMS,HWES,0.6835579872131348,"108 2364057.00 109 2268238.50 110 2257373.50 111 2548210.75 112 2544750.75 113 2548210.75 114 2548210.75 115 2544750.75 116 2544750.75 117 2548210.75 118 2562865.00 119 2553502.00 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do IPVA,AR,1.0349247455596924,"108 1.222738e+06 109 2.841442e+05 110 3.894795e+05 111 9.190765e+05 112 9.453026e+05 113 7.049677e+04 114 2.409486e+05 115 1.223174e+05 116 5.422939e+04 117 4.690465e+04 118 6.968853e+04 119 1.223001e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três de Maio - RS,Cota-Parte do ITR,XGBoost,1.5504095554351807,"95 132950.250000 96 70190.343750 97 70835.289062 98 70291.382812 99 70195.726562 100 70233.328125 101 70195.726562 102 70835.250000 103 133479.640625 104 133479.875000 105 70835.429688 106 70835.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,IPTU,XGBoost,1.081312656402588,"108 382907.593750 109 119261.789062 110 105442.281250 111 119547.593750 112 171508.671875 113 119618.000000 114 51771.535156 115 54091.378906 116 54743.675781 117 52408.953125 118 50339.046875 119 386298.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,ISS,SARIMAX,0.6528291702270508,"108 106495.617188 109 95898.515625 110 106495.585938 111 111918.046875 112 111918.210938 113 111009.437500 114 110234.132812 115 112326.929688 116 95837.882812 117 95802.515625 118 96279.570312 119 106495.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,ITBI,MLP,1.1069848537445068,"108 17648.525085 109 17050.132353 110 15800.477346 111 15727.771877 112 15900.825307 113 16094.991236 114 16341.921948 115 16720.560320 116 16647.907372 117 16458.089649 118 15734.214228 119 16221.665676 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,IRRF,SARIMAX,0.7169320583343506,"108 116305.007812 109 132668.953125 110 132668.953125 111 132668.953125 112 132668.953125 113 132668.953125 114 132668.953125 115 132668.953125 116 132668.953125 117 132668.953125 118 132668.953125 119 132668.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do FPM,HWES,0.6751649379730225,"108 1.221167e+06 109 1.893795e+06 110 1.014376e+06 111 1.120609e+06 112 1.221197e+06 113 1.246112e+06 114 1.221268e+06 115 1.014376e+06 116 1.011642e+06 117 9.329384e+05 118 1.221197e+06 119 1.893795e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do ICMS,HWES,0.5941183567047119,"108 1.033718e+06 109 8.214309e+05 110 8.182637e+05 111 1.028422e+06 112 1.136715e+06 113 9.940648e+05 114 1.046868e+06 115 1.100755e+06 116 1.100755e+06 117 1.130603e+06 118 1.045301e+06 119 1.130603e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do IPVA,AR,1.234182596206665,"108 278014.406250 109 127976.875000 110 123996.148438 111 204970.046875 112 123996.148438 113 45478.050781 114 36629.136719 115 45818.675781 116 33012.125000 117 29231.650391 118 6959.136230 119 253707.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Cota-Parte do ITR,SARIMAX,0.9537453651428223,"94 210.066238 95 272.569855 96 1265.794556 97 2567.645996 98 290.457977 99 293.354767 100 294.042969 101 3719.647949 102 311.591309 103 7034.910645 104 341.728607 105 317.901245 Name: Valor, dtype: float64" Prefeitura Municipal de Barão - RS,Transferencias LC 61_1989,AR,0.7198901176452637,"60 8673.855469 61 7682.509277 62 8659.794922 63 9568.606445 64 8405.564453 65 9426.947266 66 9422.149414 67 8524.857422 68 8553.633789 69 8319.588867 70 8659.805664 71 9823.996094 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,IPTU,HWES,1.415459156036377,"105 219711.75000 106 341940.46875 107 467439.21875 108 349359.18750 109 468865.00000 110 948072.50000 111 333042.75000 112 322801.40625 113 325242.84375 114 332966.46875 115 322789.62500 116 345615.40625 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,ISS,XGBoost,0.8192110061645508,"108 573565.1875 109 540387.6250 110 563906.8125 111 563906.8125 112 563906.8125 113 563887.1250 114 580696.5000 115 563906.8125 116 540427.8750 117 580696.5000 118 540427.8750 119 563906.8125 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,ITBI,MLP,0.6258044242858887,"108 324384.471268 109 252367.766822 110 297680.628160 111 297336.626620 112 326591.922140 113 350790.506303 114 297188.176939 115 405127.869310 116 291924.530925 117 280620.893261 118 271255.409569 119 294309.530493 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,IRRF,SARIMAX,0.6239063739776611,"60 670352.0625 61 678109.5000 62 678488.0000 63 678488.0000 64 678022.6250 65 678488.0000 66 678020.8125 67 678488.0000 68 678488.0000 69 678488.0000 70 678488.0000 71 678488.0000 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do FPM,HWES,0.641437292098999,"108 2454116.25 109 3787537.50 110 2300661.00 111 2287830.25 112 2454116.25 113 2423450.75 114 2454116.25 115 2300661.00 116 2300661.00 117 2069585.00 118 2454116.25 119 3787537.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ICMS,HWES,0.6831440925598145,"108 3096053.75 109 3057703.25 110 3074314.25 111 3240867.25 112 3274455.25 113 3093285.00 114 2962558.25 115 3229947.75 116 3229947.75 117 3219253.50 118 3096053.75 119 3219253.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do IPVA,AR,1.0210306644439697,"108 607412.000000 109 654677.437500 110 652909.250000 111 607279.812500 112 606093.187500 113 204831.015625 114 201202.765625 115 103977.671875 116 53958.078125 117 54003.996094 118 53958.078125 119 605961.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Cota-Parte do ITR,AR,1.3130996227264404,"84 5.490791e+04 85 9.951287e+04 86 5.374656e+04 87 2.956159e+04 88 3.527341e+04 89 3.527341e+04 90 2.947866e+04 91 3.527341e+04 92 2.517183e+05 93 1.146274e+06 94 9.877288e+04 95 2.132398e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Paula - RS,Transferencias LC 61_1989,AR,0.5203564167022705,"60 26808.658203 61 25421.318359 62 25957.572266 63 27425.308594 64 28622.316406 65 27356.853516 66 24359.447266 67 28404.275391 68 27229.572266 69 25695.802734 70 26286.607422 71 24172.402344 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,IPTU,Prophet,1.211742877960205,"95 4698.127441 96 8415.841797 97 140738.562500 98 44067.261719 99 44120.199219 100 82675.781250 101 112428.109375 102 14855.345703 103 -5943.843262 104 11342.953125 105 -5351.652832 106 8965.652344 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,ISS,XGBoost,0.7713987827301025,"108 72085.500000 109 67276.539062 110 73085.023438 111 72129.812500 112 75429.570312 113 75429.570312 114 74190.375000 115 75844.296875 116 72129.812500 117 75844.296875 118 74647.429688 119 74647.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,ITBI,SES,1.3854055404663086,"108 35958.621094 109 40367.562500 110 32454.251953 111 28265.871094 112 35744.746094 113 32850.921875 114 27430.728516 115 31067.189453 116 52645.078125 117 21581.968750 118 28842.246094 119 32469.146484 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,IRRF,SARIMAX,0.58699631690979,"108 94439.632812 109 94814.203125 110 131188.406250 111 131188.406250 112 131188.406250 113 71332.890625 114 131157.531250 115 131157.531250 116 71332.890625 117 131188.406250 118 131157.531250 119 131188.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do FPM,HWES,0.7015581130981445,"108 1.304430e+06 109 1.893769e+06 110 1.105227e+06 111 1.179475e+06 112 1.306918e+06 113 1.263863e+06 114 1.306918e+06 115 1.105227e+06 116 1.105252e+06 117 9.590923e+05 118 1.306918e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ICMS,SARIMAX,0.6566159725189209,"108 1683954.250 109 1599543.750 110 1661267.125 111 1677836.750 112 1677836.750 113 1683954.250 114 1684415.250 115 1677836.750 116 1677836.750 117 1677836.750 118 1683954.250 119 1673237.875 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do IPVA,AR,1.4603171348571777,"108 481308.718750 109 152912.750000 110 160761.328125 111 183210.828125 112 183210.828125 113 71194.906250 114 107247.843750 115 107247.843750 116 107269.304688 117 107150.585938 118 100974.937500 119 481308.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Cota-Parte do ITR,XGBoost,0.8081526756286621,"77 583.951233 78 508.673889 79 999.867004 80 2084.273438 81 378.213928 82 321.615021 83 384.827423 84 322.440308 85 533.048767 86 525.940979 87 627.952515 88 524.795776 Name: Valor, dtype: float64" Prefeitura Municipal de Rodeio Bonito - RS,Transferencias LC 61_1989,SARIMAX,0.5393722057342529,"48 10978.269531 49 14205.469727 50 14207.176758 51 10978.280273 52 10977.335938 53 10978.269531 54 10978.269531 55 14250.774414 56 10977.335938 57 10977.987305 58 14214.019531 59 10984.780273 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,IPTU,HWES,0.6177632808685303,"105 32285.398438 106 29836.949219 107 156862.093750 108 231899.796875 109 140639.156250 110 150022.140625 111 135518.015625 112 90507.234375 113 -8202.925781 114 2403.074463 115 -1627.775757 116 -2383.186035 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,ISS,XGBoost,0.733107328414917,"108 293769.718750 109 208982.703125 110 210099.625000 111 208982.609375 112 208982.609375 113 263854.156250 114 263854.156250 115 263854.156250 116 263854.156250 117 263854.156250 118 293769.718750 119 263854.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,ITBI,HWES,0.6642682552337646,"108 77690.062500 109 70980.164062 110 78091.773438 111 72076.656250 112 74705.343750 113 74528.945312 114 79507.945312 115 73270.796875 116 73175.343750 117 79515.453125 118 69661.023438 119 70026.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,IRRF,MLP,1.4089570045471191,"108 124555.126431 109 111748.868030 110 123553.076290 111 122377.623469 112 120248.571846 113 119754.021892 114 120400.989174 115 118644.324908 116 120548.822801 117 119869.368214 118 121458.631421 119 139440.111756 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do FPM,AR,1.0717976093292236,"108 1664296.625 109 2604998.250 110 1662190.000 111 1821594.250 112 2329681.000 113 2295291.000 114 2786975.500 115 1671722.000 116 1665018.625 117 1585052.375 118 2329681.000 119 3156281.000 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ICMS,HWES,0.6605641841888428,"108 1600758.000 109 1313923.375 110 1561824.500 111 1593838.125 112 1492563.125 113 1588736.875 114 1593838.125 115 1719525.750 116 1719525.750 117 1719525.750 118 1719525.625 119 1492563.125 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do IPVA,HWES,1.0758821964263916,"108 397425.093750 109 181052.359375 110 183916.078125 111 330192.187500 112 183916.078125 113 78798.085938 114 57465.433594 115 22211.011719 116 22211.011719 117 6928.007812 118 8423.373047 119 397425.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Cota-Parte do ITR,AR,1.1239800453186035,"101 257.426056 102 6719.685547 103 6720.229980 104 6721.939453 105 6736.956543 106 6707.783203 107 6719.904785 108 6713.507812 109 372.105621 110 5718.664551 111 6740.588379 112 6700.062988 Name: Valor, dtype: float64" Prefeitura Municipal de Crissiumal - RS,Transferencias LC 61_1989,AR,0.5961315631866455,"84 13940.743164 85 12877.064453 86 12943.503906 87 13763.975586 88 13561.416016 89 15296.586914 90 15216.619141 91 14424.460938 92 13737.353516 93 14238.308594 94 15522.723633 95 13919.758789 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,IPTU,MLP,1.0408904552459717,"91 8071.165243 92 9364.002497 93 11386.232232 94 14519.665768 95 37169.796707 96 14145.855530 97 14192.686936 98 16384.065310 99 17822.885057 100 21652.216484 101 26531.538938 102 32586.263520 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,ISS,XGBoost,1.3292686939239502,"108 21887.236328 109 26883.009766 110 26031.935547 111 26031.935547 112 27407.570312 113 22348.423828 114 23837.878906 115 22348.423828 116 22144.246094 117 23632.207031 118 22443.929688 119 23714.669922 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,ITBI,XGBoost,0.8754434585571289,"105 9675.338867 106 6788.041992 107 4303.062500 108 4152.258301 109 9737.827148 110 3581.208008 111 3882.205322 112 4850.992188 113 8852.501953 114 4925.550781 115 6519.248047 116 4576.142090 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,IRRF,HWES,0.6857738494873047,"108 93711.093750 109 97644.539062 110 97644.539062 111 93711.093750 112 97644.539062 113 97644.539062 114 93711.093750 115 97644.539062 116 93711.093750 117 97644.539062 118 97644.539062 119 97644.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do FPM,HWES,1.0947020053863525,"108 1245520.500 109 1893768.750 110 1068607.000 111 1146678.750 112 1245920.000 113 1284435.375 114 1245910.375 115 1068607.000 116 1068607.625 117 939589.000 118 1245920.000 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ICMS,HWES,0.6606612205505371,"108 580220.4375 109 555783.3750 110 559055.3750 111 529427.1875 112 709000.3125 113 564998.5625 114 564371.1875 115 529427.1875 116 529427.1875 117 672765.5625 118 564997.6250 119 672765.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do IPVA,XGBoost,1.0636937618255615,"107 121139.687500 108 14074.096680 109 29604.107422 110 40813.371094 111 29604.107422 112 14133.930664 113 5087.947266 114 14133.930664 115 4414.579590 116 14133.930664 117 4366.457031 118 119957.703125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Cota-Parte do ITR,XGBoost,0.6859567165374756,"58 3276.834717 59 -107.066544 60 -143.012039 61 -143.012039 62 -93.222343 63 51.246559 64 -167.358566 65 104.024376 66 3848.749756 67 124.858925 68 1399.228516 69 -117.816132 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Boa Vista - RS,Transferencias LC 61_1989,AR,0.7469041347503662,"72 5418.289062 73 5646.130371 74 6338.908203 75 6015.325195 76 6052.573242 77 6112.848633 78 6099.249512 79 6810.441895 80 7021.105469 81 6604.105957 82 6872.032715 83 6674.412109 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,IPTU,MLP,1.2014949321746826,"86 25299.574756 87 29322.337789 88 36153.417776 89 42640.393072 90 141271.329710 91 106018.805607 92 35484.005014 93 44398.165789 94 48749.339836 95 57044.959713 96 68292.977485 97 79210.606566 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,ISS,HWES,0.6292397975921631,"96 23461.818359 97 23165.320312 98 23064.470703 99 23064.470703 100 23164.888672 101 22890.833984 102 23164.111328 103 22890.833984 104 23165.320312 105 23064.908203 106 23165.337891 107 23064.908203 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,ITBI,SARIMAX,1.026555061340332,"92 39981.425781 93 29382.929688 94 29502.789062 95 33563.558594 96 34260.101562 97 29250.396484 98 29382.929688 99 34519.984375 100 32892.757812 101 32898.984375 102 11330.987305 103 7275.115234 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,IRRF,MLP,1.4042854309082031,"96 27496.406383 97 27700.396209 98 27772.321623 99 27898.561845 100 28859.622457 101 28872.718362 102 29306.680783 103 28696.534319 104 30035.265556 105 29932.104971 106 33534.138968 107 32436.570457 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7755134105682373,"96 1.154051e+06 97 1.811506e+06 98 1.048272e+06 99 1.154051e+06 100 1.789213e+06 101 1.154051e+06 102 1.811506e+06 103 1.154051e+06 104 1.144219e+06 105 1.045650e+06 106 1.811579e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ICMS,HWES,0.7554073333740234,"96 514724.62500 97 614480.43750 98 614457.93750 99 542275.00000 100 629091.06250 101 542304.56250 102 542304.56250 103 545627.12500 104 542440.43750 105 542440.06250 106 513588.34375 107 614487.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do IPVA,MLP,1.1635661125183105,"95 67902.627296 96 43679.801841 97 48060.899150 98 58668.546552 99 57898.028776 100 63680.087568 101 71217.297258 102 83593.121130 103 100067.345125 104 120656.058470 105 144145.739705 106 209634.562821 Name: Valor, dtype: float64" Prefeitura Municipal de Coqueiros do Sul - RS,Cota-Parte do ITR,SES,1.713696002960205,"61 4436.435059 62 1118.387329 63 1224.399292 64 2985.636475 65 963.374634 66 26.587732 67 730.925842 68 2985.636475 69 8683.299805 70 -1773.941162 71 -575.349854 72 -571.166443 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,IPTU,XGBoost,1.1386997699737549,"100 9565.714844 101 9880.595703 102 13656.508789 103 23985.765625 104 10136.819336 105 14184.439453 106 58562.703125 107 58562.703125 108 13655.165039 109 11130.686523 110 13655.165039 111 13677.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,ISS,XGBoost,0.9548332691192627,"108 18220.843750 109 19218.884766 110 18754.882812 111 19218.884766 112 16552.669922 113 17201.027344 114 23622.806641 115 23744.796875 116 23744.796875 117 24269.968750 118 23480.089844 119 24165.396484 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,ITBI,XGBoost,1.4087097644805908,"108 18055.728516 109 25551.933594 110 62918.074219 111 12723.605469 112 74454.765625 113 16329.952148 114 14679.805664 115 62870.394531 116 10129.259766 117 62918.074219 118 62918.074219 119 108335.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,IRRF,SARIMAX,0.6740362644195557,"108 143372.171875 109 145998.093750 110 145938.500000 111 145998.093750 112 145938.500000 113 145998.093750 114 145998.093750 115 145998.093750 116 145366.703125 117 145938.500000 118 145998.093750 119 145938.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do FPM,SARIMAX,0.7679052352905273,"108 1891533.500 109 1893775.125 110 1318599.250 111 1240592.625 112 1891533.500 113 1891549.125 114 1893768.875 115 1318599.250 116 1318599.250 117 1060277.250 118 1891533.500 119 1893775.125 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do ICMS,HWES,0.6043682098388672,"108 9.180255e+05 109 7.964464e+05 110 8.969865e+05 111 1.004997e+06 112 9.844514e+05 113 9.208141e+05 114 9.736506e+05 115 9.754976e+05 116 9.754976e+05 117 9.806670e+05 118 9.208149e+05 119 9.757720e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do IPVA,SARIMAX,1.0744311809539795,"106 91806.421875 107 91806.421875 108 41205.582031 109 55178.843750 110 91806.421875 111 55191.781250 112 43730.574219 113 49017.019531 114 73695.976562 115 73695.976562 116 71920.609375 117 93644.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Cota-Parte do ITR,AR,1.825718879699707,"105 32620.263672 106 14121.639648 107 8580.601562 108 7299.742188 109 8177.980469 110 7726.089355 111 7642.578613 112 5807.630859 113 23157.962891 114 39280.378906 115 17842.318359 116 21266.457031 Name: Valor, dtype: float64" Prefeitura Municipal de Jari - RS,Transferencias LC 61_1989,SARIMAX,0.5944371223449707,"60 8237.074219 61 7088.619629 62 6940.006836 63 6873.459473 64 6834.577637 65 6875.104980 66 6999.501953 67 6942.458008 68 6945.146973 69 11577.476562 70 7050.576172 71 7435.965332 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,IPTU,HWES,1.006124496459961,"100 61068.113281 101 166833.000000 102 174514.734375 103 174808.250000 104 174808.250000 105 174554.375000 106 70218.101562 107 74239.968750 108 174514.734375 109 174554.375000 110 174498.937500 111 174511.171875 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,ISS,SARIMAX,0.5994143486022949,"108 255333.375000 109 260524.703125 110 255333.375000 111 263419.843750 112 255411.046875 113 255558.390625 114 258193.593750 115 260524.703125 116 258193.593750 117 256981.062500 118 256650.921875 119 258193.593750 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,ITBI,HWES,0.6108477115631104,"102 24620.894531 103 26894.882812 104 24096.074219 105 26957.035156 106 71542.273438 107 73899.601562 108 73880.078125 109 73859.000000 110 75120.460938 111 73685.796875 112 75118.101562 113 73880.078125 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,IRRF,XGBoost,0.6941819190979004,"108 94543.87500 109 73406.28125 110 73406.28125 111 73406.28125 112 73406.28125 113 73406.28125 114 73406.28125 115 73406.28125 116 73406.28125 117 78077.78125 118 73406.28125 119 73406.28125 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do FPM,HWES,0.7259068489074707,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ICMS,SES,0.5763552188873291,"108 506884.28125 109 480242.06250 110 453405.00000 111 469716.21875 112 508629.71875 113 493330.56250 114 474638.21875 115 499599.15625 116 499581.43750 117 508590.78125 118 487211.50000 119 530602.00000 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do IPVA,AR,1.0079114437103271,"108 137404.500000 109 16574.386719 110 95490.828125 111 95169.156250 112 30048.119141 113 14989.142578 114 14475.397461 115 15685.978516 116 -25137.960938 117 3074.071777 118 -25592.394531 119 211002.578125 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Cota-Parte do ITR,SARIMAX,0.7239151000976562,"56 1297.004761 57 1289.253296 58 1290.057495 59 1291.785645 60 1258.215820 61 1290.575806 62 1290.057495 63 1289.253296 64 1278.598633 65 1290.057495 66 1290.709961 67 1278.598633 Name: Valor, dtype: float64" Prefeitura Municipal de São Vendelino - RS,Transferencias LC 61_1989,MLP,1.2621533870697021,"84 6866.427563 85 6609.476251 86 6721.170397 87 6819.686756 88 6803.284380 89 6885.094156 90 6920.796061 91 6854.074430 92 6905.587203 93 7230.863434 94 6882.597731 95 7021.742399 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,IPTU,SARIMAX,1.2488083839416504,"92 18909.585938 93 19761.462891 94 22003.171875 95 16072.530273 96 16684.103516 97 31253.398438 98 189033.171875 99 16516.289062 100 75864.289062 101 15779.663086 102 17203.210938 103 14684.888672 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,ISS,XGBoost,0.7862656116485596,"96 168479.703125 97 159511.687500 98 159511.687500 99 159511.687500 100 152199.140625 101 168479.703125 102 159511.687500 103 159511.687500 104 159511.687500 105 159511.687500 106 150194.390625 107 150194.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,ITBI,XGBoost,0.9678993225097656,"90 43055.539062 91 17059.570312 92 27921.652344 93 63429.351562 94 23601.007812 95 23601.556641 96 23601.427734 97 27016.347656 98 22110.076172 99 21242.402344 100 21668.183594 101 23092.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,IRRF,MLP,1.65226411819458,"96 42802.945006 97 43225.448893 98 42082.011233 99 43068.118530 100 43218.401115 101 42173.961112 102 42494.497276 103 43174.421497 104 43836.680173 105 43688.202685 106 43517.662325 107 53920.807450 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do FPM,SARIMAX,0.7887094020843506,"96 1596812.000 97 1963930.500 98 1414396.000 99 1596412.375 100 1963930.500 101 1596412.375 102 1963930.500 103 1596412.375 104 1414396.000 105 1414396.000 106 1963930.500 107 1963930.500 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ICMS,XGBoost,0.6419079303741455,"90 813051.6250 91 686000.5000 92 634735.8750 93 693841.3125 94 753932.3750 95 753867.4375 96 525524.6875 97 522570.8125 98 658756.7500 99 468075.7500 100 657514.8750 101 516512.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do IPVA,MLP,1.1708757877349854,"90 36552.029920 91 29730.838085 92 28625.115950 93 26748.940848 94 31872.981467 95 248219.845313 96 207274.331082 97 97717.156952 98 137790.990292 99 261084.130385 100 175904.077379 101 70296.186184 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Cota-Parte do ITR,XGBoost,1.1802854537963867,"93 7985.446289 94 6281.617188 95 6281.617188 96 6661.342773 97 6812.195801 98 6869.531738 99 7552.228516 100 5950.161133 101 11996.897461 102 17056.740234 103 8836.733398 104 9122.978516 Name: Valor, dtype: float64" Prefeitura Municipal de Fontoura Xavier - RS,Transferencias LC 61_1989,XGBoost,1.14060378074646,"54 5556.125488 55 5610.650391 56 5844.544434 57 5846.389160 58 5845.129883 59 5560.391113 60 5605.905762 61 5845.129883 62 5845.140137 63 5572.707520 64 6265.340332 65 6265.340332 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,IPTU,XGBoost,1.5342597961425781,"85 5968.041504 86 6548.528809 87 6114.262207 88 7076.134277 89 18518.750000 90 19213.859375 91 18999.056641 92 34796.738281 93 86959.578125 94 34426.832031 95 32184.714844 96 77498.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,ISS,MLP,1.4056622982025146,"108 17899.268631 109 18135.495597 110 18200.450082 111 18035.430571 112 17800.110996 113 17788.182103 114 17929.534744 115 18050.863457 116 18217.435975 117 18039.532796 118 18155.610160 119 18030.790236 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,ITBI,SARIMAX,0.8303797245025635,"105 16523.703125 106 9621.728516 107 4251.820312 108 17370.117188 109 9621.728516 110 22888.656250 111 21249.882812 112 17360.201172 113 18224.810547 114 9508.182617 115 7541.591797 116 21585.001953 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,IRRF,MLP,1.4290733337402344,"108 15926.042180 109 41798.408239 110 53842.969622 111 55608.666624 112 55347.332683 113 51685.110205 114 52200.793663 115 53438.583572 116 52204.682354 117 61695.674914 118 60133.454085 119 169519.664056 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do FPM,HWES,0.7805566787719727,"108 1329179.625 109 1887522.750 110 1181243.000 111 1228198.750 112 1587422.500 113 1323205.250 114 1593672.000 115 1181243.000 116 1175936.125 117 1123953.500 118 1587422.500 119 1887522.750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ICMS,HWES,0.5661351680755615,"108 723453.8125 109 541877.3750 110 690627.3750 111 738030.6250 112 770437.9375 113 736738.5625 114 731700.1250 115 766203.1875 116 766203.1875 117 764616.0000 118 736890.7500 119 751130.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do IPVA,MLP,0.5827145576477051,"101 60059.434776 102 29290.220055 103 45085.639042 104 41868.643611 105 33863.112672 106 27927.759070 107 26060.503218 108 26836.870325 109 28148.472005 110 30612.806767 111 34252.146112 112 55333.063740 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Cota-Parte do ITR,XGBoost,0.8744971752166748,"94 217.441422 95 231.457977 96 133.200989 97 136.614807 98 1244.120605 99 1311.832886 100 714.788086 101 714.788086 102 385.980499 103 2214.948975 104 21.878536 105 137.246841 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Palma - RS,Transferencias LC 61_1989,SARIMAX,0.8245646953582764,"108 6054.526367 109 5322.815430 110 5660.074707 111 6193.174316 112 5988.993652 113 6453.122559 114 5276.495605 115 5973.935059 116 5243.720215 117 5678.389160 118 5660.074707 119 6494.778809 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,IPTU,SARIMAX,1.020129919052124,"107 14060.575195 108 149873.578125 109 222625.406250 110 222773.265625 111 144429.562500 112 144429.562500 113 145469.890625 114 149484.937500 115 145363.625000 116 144429.750000 117 145363.625000 118 144047.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,ISS,SES,0.6357278823852539,"108 132713.812500 109 174495.796875 110 168480.890625 111 168735.656250 112 170675.656250 113 170675.656250 114 170684.109375 115 148350.265625 116 172359.843750 117 147457.359375 118 164845.703125 119 147494.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,ITBI,XGBoost,0.8429484367370605,"106 31413.896484 107 31882.115234 108 40348.687500 109 31882.115234 110 40348.687500 111 32061.208984 112 33200.511719 113 47529.371094 114 32061.208984 115 30535.888672 116 36368.621094 117 28228.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,IRRF,SARIMAX,1.0001049041748047,"92 74578.539062 93 68691.882812 94 64227.511719 95 53403.480469 96 57445.902344 97 54139.113281 98 51276.441406 99 51276.441406 100 51500.457031 101 51500.457031 102 53440.414062 103 53440.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do FPM,HWES,0.5895822048187256,"108 1606578.125 109 3145042.500 110 1606490.625 111 1742851.625 112 2209682.750 113 2276170.250 114 3156281.000 115 1606490.625 116 1609030.250 117 1578231.750 118 2209682.750 119 3156281.000 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ICMS,HWES,0.6201245784759521,"108 1712024.375 109 1738119.000 110 1731328.375 111 1609711.000 112 1763568.000 113 1711839.750 114 1688144.625 115 1767478.625 116 1767478.625 117 1770770.875 118 1603843.625 119 1778678.125 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do IPVA,AR,1.0701344013214111,"108 183263.593750 109 133706.453125 110 206991.359375 111 197181.203125 112 189723.671875 113 136357.765625 114 69516.937500 115 31563.472656 116 26884.376953 117 17948.265625 118 17948.265625 119 192950.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Cota-Parte do ITR,AR,1.9857008457183838,"92 30240.371094 93 141695.015625 94 2314.559082 95 2877.932617 96 1942.696777 97 2980.413818 98 3122.991943 99 2494.054199 100 3095.560547 101 3099.133545 102 3733.427979 103 3145.859619 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Feliciano - RS,Transferencias LC 61_1989,XGBoost,0.5406429767608643,"84 11471.952148 85 11476.785156 86 11567.506836 87 11222.932617 88 11222.750000 89 11591.770508 90 12178.041992 91 11143.332031 92 11223.386719 93 8651.462891 94 11567.506836 95 12160.256836 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,IPTU,XGBoost,1.0525662899017334,"101 46734.625000 102 515267.187500 103 659812.687500 104 64008.515625 105 64008.515625 106 64074.488281 107 499102.781250 108 63627.574219 109 64836.925781 110 497266.375000 111 63862.773438 112 495847.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,ISS,XGBoost,0.7977809906005859,"108 64930.128906 109 59145.988281 110 59773.328125 111 60998.328125 112 62170.238281 113 62170.238281 114 57354.746094 115 57117.398438 116 59477.214844 117 54960.203125 118 59047.695312 119 61781.183594 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,ITBI,AR,1.3902440071105957,"108 18114.632812 109 15803.586914 110 16427.455078 111 27436.410156 112 15100.712891 113 26129.583984 114 19660.945312 115 19659.029297 116 15931.405273 117 13885.544922 118 17506.250000 119 17286.236328 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,IRRF,HWES,0.6237328052520752,"108 88639.140625 109 87220.265625 110 87220.265625 111 88375.460938 112 88375.460938 113 87220.265625 114 88375.546875 115 88375.546875 116 87220.265625 117 87240.054688 118 86685.671875 119 91053.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do FPM,HWES,0.6981170177459717,"108 1243665.625 109 1893925.750 110 1075495.375 111 1148330.500 112 1244511.125 113 1288781.250 114 1244511.125 115 1075495.375 116 1075495.375 117 952186.375 118 1244511.125 119 1893925.750 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ICMS,HWES,0.6159162521362305,"108 1163355.750 109 1090864.250 110 1139696.750 111 1167193.625 112 1150804.250 113 1162193.000 114 1167193.625 115 1172398.500 116 1167193.625 117 1150804.250 118 1163355.750 119 1150804.250 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do IPVA,XGBoost,1.1039786338806152,"108 308610.281250 109 62290.839844 110 319646.468750 111 268890.062500 112 260645.093750 113 39985.699219 114 12692.178711 115 15541.930664 116 15214.167969 117 5438.818359 118 8821.794922 119 328944.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Cota-Parte do ITR,SARIMAX,1.2015538215637207,"102 100.090393 103 103.735092 104 62.479183 105 67.942917 106 98.068344 107 112.384613 108 16.051529 109 116.203613 110 3248.442627 111 4062.891357 112 45.397480 113 39.813747 Name: Valor, dtype: float64" Prefeitura Municipal de Anta Gorda - RS,Transferencias LC 61_1989,HWES,0.7517685890197754,"108 10245.043945 109 8909.159180 110 10253.868164 111 10540.738281 112 11349.751953 113 11082.979492 114 11267.214844 115 11351.558594 116 10348.890625 117 11127.832031 118 10890.706055 119 11777.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,IPTU,HWES,1.6972579956054688,"101 7686.441895 102 5028.884277 103 7031.236816 104 27311.662109 105 5721.025879 106 12190.177734 107 11710.259766 108 6358.563965 109 4531.419922 110 4695.308105 111 11056.886719 112 10919.821289 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,ISS,MLP,1.1617374420166016,"108 18968.596313 109 20182.644839 110 20855.773713 111 21613.391554 112 22485.273617 113 23738.934419 114 24404.927498 115 25993.560016 116 26383.074155 117 27506.062598 118 27960.563214 119 28894.900234 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,ITBI,SARIMAX,0.8068339824676514,"80 7433.598633 81 9315.410156 82 8835.098633 83 9286.250000 84 8861.199219 85 7968.800781 86 9429.029297 87 9338.040039 88 8848.357422 89 9719.457031 90 7875.643555 91 8099.569824 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,IRRF,MLP,1.3852620124816895,"108 36537.811323 109 36547.382979 110 41399.519061 111 38471.319773 112 36203.685394 113 37027.147757 114 36515.265544 115 40089.243599 116 36381.591945 117 38700.855436 118 37242.956873 119 45222.073320 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do FPM,HWES,1.0747196674346924,"108 1.371945e+06 109 1.490298e+06 110 1.132955e+06 111 1.237149e+06 112 1.371945e+06 113 1.237146e+06 114 1.371945e+06 115 1.132955e+06 116 1.132955e+06 117 9.720139e+05 118 1.371945e+06 119 1.893730e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ICMS,HWES,0.7659773826599121,"108 518148.71875 109 474923.96875 110 516357.00000 111 535261.56250 112 523190.71875 113 559197.25000 114 546267.37500 115 538154.43750 116 535261.56250 117 538154.43750 118 523184.87500 119 538154.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do IPVA,SARIMAX,1.0576212406158447,"107 71361.867188 108 29572.589844 109 62039.128906 110 67432.585938 111 67432.585938 112 31794.488281 113 6403.942871 114 10503.906250 115 4296.008789 116 2428.976562 117 2428.976562 118 69290.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Cota-Parte do ITR,XGBoost,0.859968900680542,"97 241.662491 98 3408.128662 99 6874.557129 100 6872.165527 101 6857.619629 102 6921.539062 103 6873.089355 104 6852.358398 105 139.409042 106 134.311508 107 6861.143066 108 6921.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado Xavier - RS,Transferencias LC 61_1989,XGBoost,0.6824707984924316,"48 3267.222900 49 3033.461426 50 3350.302979 51 3396.140137 52 3350.093506 53 3361.833984 54 3574.350342 55 3350.093506 56 3350.345947 57 3059.361572 58 3350.345947 59 3574.350342 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,IPTU,SARIMAX,1.1107027530670166,"108 1.826890e+05 109 5.201522e+05 110 3.380567e+06 111 6.167402e+05 112 6.176495e+05 113 6.571235e+05 114 6.176495e+05 115 5.617649e+05 116 6.176495e+05 117 5.507819e+05 118 5.210615e+05 119 5.210615e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,ISS,SARIMAX,0.7059676647186279,"108 1401146.750 109 1340692.750 110 1401146.750 111 1309186.875 112 1309186.875 113 1340848.250 114 1340848.250 115 1401146.750 116 1401146.750 117 1340848.250 118 1401146.750 119 1401146.750 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,ITBI,XGBoost,0.6126434803009033,"108 287117.937500 109 222235.390625 110 363098.625000 111 183482.515625 112 245718.515625 113 241796.515625 114 519451.281250 115 204776.703125 116 521847.625000 117 252838.609375 118 415842.312500 119 198398.640625 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,IRRF,Prophet,1.2488534450531006,"108 8.724671e+05 109 9.523135e+05 110 9.523518e+05 111 9.523135e+05 112 1.787476e+06 113 9.494626e+05 114 9.523135e+05 115 9.523518e+05 116 1.787476e+06 117 1.100081e+06 118 1.100081e+06 119 1.787476e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do FPM,AR,0.7490572929382324,"108 5068441.5 109 7575075.0 110 4491065.5 111 4539070.5 112 5061164.5 113 5068441.5 114 6398749.0 115 4491065.5 116 4491248.0 117 3815289.5 118 5061164.5 119 7575075.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do ICMS,HWES,0.5697951316833496,"108 6225603.0 109 5458101.0 110 5354599.0 111 6193227.0 112 6652440.5 113 6212303.0 114 6193227.0 115 6484865.0 116 6484865.0 117 6652444.0 118 6099215.5 119 6652444.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do IPVA,AR,1.1322002410888672,"108 1.772647e+06 109 1.059179e+06 110 2.356029e+06 111 1.737580e+06 112 1.738536e+06 113 9.607493e+05 114 6.917648e+05 115 3.847646e+05 116 3.486807e+05 117 1.920972e+05 118 1.440374e+05 119 1.735726e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Cota-Parte do ITR,MLP,1.1956300735473633,"107 4.536230e+05 108 1.316682e+05 109 1.426360e+05 110 1.594879e+05 111 1.680204e+05 112 1.660720e+05 113 1.688879e+05 114 1.763196e+05 115 3.295937e+05 116 3.666248e+06 117 6.339523e+05 118 6.529642e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Borja - RS,Transferencias LC 61_1989,AR,0.6319713592529297,"88 54290.957031 89 51055.273438 90 49676.324219 91 52713.171875 92 50434.574219 93 53933.347656 94 61380.421875 95 49460.796875 96 54517.136719 97 56731.773438 98 49208.988281 99 61434.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,IPTU,AR,1.0763523578643799,"108 5416545.500 109 5532746.500 110 1465826.625 111 1677616.625 112 1478012.500 113 2064095.750 114 1333989.000 115 1246512.500 116 1246512.500 117 1677616.625 118 1186715.500 119 1343174.375 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,ISS,SARIMAX,0.6356551647186279,"108 3064138.75 109 3029987.75 110 3064135.50 111 3029987.75 112 3064138.75 113 3064138.75 114 3064138.75 115 3064138.75 116 3064135.50 117 3064135.50 118 3064135.50 119 3064138.75 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,ITBI,MLP,1.161644697189331,"108 429589.251144 109 402913.408352 110 480172.213137 111 442428.894326 112 453441.590609 113 480040.131555 114 457321.209261 115 500084.596186 116 463949.089250 117 505440.477700 118 478508.381518 119 478901.549171 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,IRRF,XGBoost,1.448768138885498,"108 3374563.75 109 4715743.00 110 4697713.50 111 4707800.00 112 4708808.50 113 4708808.50 114 4706957.50 115 4706957.50 116 4714446.50 117 4708808.50 118 4714446.50 119 4707800.00 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do FPM,HWES,1.0923984050750732,"108 7734632.0 109 10691186.0 110 6915856.5 111 7110655.0 112 7739910.5 113 7894114.0 114 6626124.0 115 6915856.5 116 6028944.5 117 6530477.0 118 7739910.5 119 10691186.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ICMS,HWES,0.6375091075897217,"108 10612448.0 109 9519525.0 110 10116719.0 111 10625713.0 112 10719554.0 113 10055606.0 114 10552525.0 115 10713732.0 116 10713732.0 117 10547686.0 118 10404802.0 119 10547681.0 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do IPVA,AR,1.0330395698547363,"108 2.921146e+06 109 1.808710e+06 110 2.589584e+06 111 2.697289e+06 112 3.301540e+06 113 1.787640e+06 114 1.143781e+06 115 8.387041e+05 116 5.410184e+05 117 2.729002e+05 118 2.728772e+05 119 2.925233e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Cota-Parte do ITR,AR,0.8338007926940918,"79 717.799622 80 449.868896 81 564.645569 82 258.623688 83 2183.013672 84 1608.233276 85 2236.217041 86 540.177551 87 2140.244141 88 698.171326 89 552.253906 90 1943.662964 Name: Valor, dtype: float64" Prefeitura Municipal de Sapucaia do Sul - RS,Transferencias LC 61_1989,HWES,0.5802459716796875,"96 57178.046875 97 55679.429688 98 63011.648438 99 63317.242188 100 62818.269531 101 68666.242188 102 69408.578125 103 64372.417969 104 64569.742188 105 63048.292969 106 63373.042969 107 68755.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,IPTU,SARIMAX,1.0925421714782715,"104 2259.910400 105 64810.929688 106 95796.335938 107 8422.977539 108 8422.977539 109 7337.460449 110 5703.200195 111 5461.623535 112 1946.857178 113 1461.448975 114 2193.581543 115 7560.631836 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,ISS,MLP,1.1712918281555176,"108 16191.374963 109 18584.299732 110 19243.276525 111 19601.466539 112 17752.559296 113 18999.005801 114 19920.776513 115 19309.565567 116 18843.054698 117 17994.174589 118 16331.321233 119 20048.533465 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,ITBI,XGBoost,0.7685790061950684,"105 14127.148438 106 18359.980469 107 17730.302734 108 10105.725586 109 13182.383789 110 9277.148438 111 17391.373047 112 18664.509766 113 11854.720703 114 10679.893555 115 10786.375000 116 12043.943359 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,IRRF,XGBoost,1.2029681205749512,"108 83698.414062 109 82814.187500 110 83489.718750 111 83489.718750 112 83489.718750 113 83489.718750 114 83489.718750 115 83489.718750 116 83486.562500 117 83486.562500 118 82697.132812 119 83489.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do FPM,MLP,0.6650998592376709,"108 1.254476e+06 109 1.310984e+06 110 1.289033e+06 111 1.222956e+06 112 1.285700e+06 113 1.249896e+06 114 1.392038e+06 115 1.173125e+06 116 1.189357e+06 117 1.163035e+06 118 1.301771e+06 119 1.639055e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do ICMS,HWES,0.8089022636413574,"108 409452.21875 109 379736.37500 110 394026.65625 111 398163.71875 112 398235.81250 113 394925.00000 114 383740.75000 115 444771.90625 116 363686.78125 117 407906.12500 118 384244.81250 119 412819.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do IPVA,AR,1.0445058345794678,"108 100691.781250 109 776.210632 110 81473.968750 111 80984.031250 112 103653.984375 113 7970.967773 114 1458.551392 115 37349.488281 116 4592.650391 117 3091.074463 118 4592.650391 119 105558.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Cota-Parte do ITR,XGBoost,1.8604815006256104,"66 97.994339 67 176.312241 68 109.518150 69 156.415924 70 154.557602 71 154.460739 72 147.849945 73 408.226074 74 2319.153076 75 8422.664062 76 8480.304688 77 804.170044 Name: Valor, dtype: float64" Prefeitura Municipal de Ibarama - RS,Transferencias LC 61_1989,HWES,0.7958800792694092,"84 3785.555908 85 3464.171387 86 3884.787598 87 4009.392090 88 4007.140381 89 3658.079834 90 3640.349609 91 3983.420654 92 3623.798584 93 3644.404053 94 3885.072754 95 4893.544434 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,IPTU,SARIMAX,1.2046303749084473,"84 17244.091797 85 15732.837891 86 9947.090820 87 11046.415039 88 11411.623047 89 11105.586914 90 11046.415039 91 9325.289062 92 9458.748047 93 8945.830078 94 6212.766113 95 7913.025391 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,ISS,XGBoost,0.665128231048584,"88 30905.708984 89 31680.955078 90 31786.501953 91 31786.501953 92 31786.501953 93 31786.501953 94 31786.501953 95 31786.501953 96 31786.501953 97 31786.501953 98 31552.958984 99 31739.009766 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,ITBI,Prophet,1.1864590644836426,"84 10841.930664 85 6936.847168 86 17590.412109 87 13034.930664 88 11325.939453 89 8803.695312 90 19592.464844 91 10504.739258 92 11328.162109 93 11325.939453 94 20924.916016 95 11328.162109 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,IRRF,SARIMAX,0.748244047164917,"88 69473.093750 89 69473.093750 90 69700.335938 91 69452.648438 92 69452.648438 93 69700.335938 94 69452.492188 95 69700.335938 96 69700.335938 97 69700.335938 98 69700.335938 99 69700.335938 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do FPM,SARIMAX,0.5662240982055664,"88 1760702.875 89 1811506.375 90 1177917.625 91 1760702.875 92 1771227.875 93 1760702.875 94 1811506.375 95 1760702.875 96 1177917.625 97 1241753.875 98 1806869.625 99 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do ICMS,XGBoost,0.6029841899871826,"88 701357.7500 89 691176.8750 90 697878.6250 91 689431.3125 92 698029.4375 93 689345.1875 94 689345.1875 95 691176.8750 96 689143.1875 97 689171.4375 98 693076.0000 99 714754.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do IPVA,MLP,1.1307485103607178,"88 106405.508907 89 37593.381562 90 57048.287745 91 71974.187623 92 61409.670325 93 35608.354351 94 35434.796253 95 33232.612076 96 31320.844645 97 29049.118031 98 30156.012497 99 177146.375065 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Cota-Parte do ITR,XGBoost,0.91300368309021,"71 239.645905 72 857.110718 73 882.510620 74 955.417725 75 958.919434 76 962.353760 77 789.176758 78 1340.390015 79 359.116760 80 352.498016 81 964.520813 82 958.740417 Name: Valor, dtype: float64" Prefeitura Municipal de Colinas - RS,Transferencias LC 61_1989,AR,0.7817623615264893,"88 6348.948730 89 6870.456055 90 6131.682617 91 6482.617188 92 5440.788574 93 7226.258301 94 6094.322754 95 6426.561523 96 5863.138672 97 6351.188477 98 6390.135254 99 5736.747070 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,IPTU,XGBoost,1.2531366348266602,"104 104439.429688 105 105459.578125 106 139355.046875 107 138494.390625 108 86134.710938 109 32295.703125 110 32295.703125 111 42028.898438 112 87871.140625 113 55453.789062 114 54861.640625 115 50444.199219 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,ISS,SARIMAX,0.7401840686798096,"108 69192.218750 109 54436.832031 110 54071.988281 111 62702.316406 112 62479.511719 113 53650.320312 114 62479.511719 115 68968.789062 116 59017.882812 117 59022.488281 118 59022.488281 119 68316.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,ITBI,HWES,0.6569640636444092,"108 49152.183594 109 70012.468750 110 58488.621094 111 41215.300781 112 89628.054688 113 43257.976562 114 49940.734375 115 43333.312500 116 40814.804688 117 51502.312500 118 23816.822266 119 77184.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,IRRF,XGBoost,1.617032766342163,"107 202057.046875 108 202057.046875 109 202057.046875 110 202057.046875 111 186873.015625 112 186873.015625 113 186873.015625 114 202057.046875 115 202057.046875 116 202057.046875 117 202057.046875 118 202057.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do FPM,MLP,0.7252237796783447,"108 1.104906e+06 109 1.259353e+06 110 1.039391e+06 111 1.130940e+06 112 1.258114e+06 113 1.221422e+06 114 1.357569e+06 115 1.142961e+06 116 1.158052e+06 117 1.130671e+06 118 1.267826e+06 119 1.602904e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ICMS,HWES,0.8114981651306152,"108 1329849.750 109 1361021.000 110 1536218.375 111 1530263.125 112 1689031.125 113 1518132.500 114 1556584.500 115 1706500.500 116 1706500.500 117 1709930.875 118 1552409.375 119 1710672.500 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do IPVA,SARIMAX,0.6757533550262451,"105 209998.093750 106 209998.093750 107 83790.289062 108 86064.718750 109 83790.289062 110 185757.312500 111 68050.078125 112 86155.242188 113 140083.031250 114 41918.902344 115 139661.000000 116 169905.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Bossoroca - RS,Cota-Parte do ITR,MLP,1.1008880138397217,"36 67670.561691 37 4278.276534 38 13290.777177 39 12303.428061 40 5841.788596 41 3692.666885 42 9831.887668 43 4996.569588 44 31771.609104 45 911108.329307 46 191678.453992 47 137701.842136 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,IPTU,XGBoost,1.4293949604034424,"107 36353.160156 108 68682.070312 109 115316.210938 110 384299.875000 111 42542.417969 112 28679.662109 113 29142.503906 114 11123.029297 115 29957.730469 116 16470.882812 117 18283.652344 118 17955.060547 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,ISS,SARIMAX,0.6939446926116943,"108 71134.289062 109 65066.285156 110 71134.289062 111 71108.828125 112 66148.500000 113 72090.312500 114 71134.289062 115 72090.312500 116 72090.312500 117 72932.265625 118 72932.265625 119 71976.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,ITBI,MLP,1.272322177886963,"108 38366.463298 109 40568.743449 110 42459.743177 111 42197.173094 112 40688.851616 113 42481.980817 114 40296.899684 115 41960.699003 116 40025.023131 117 39650.239724 118 40066.602480 119 43311.208075 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,IRRF,XGBoost,0.6348650455474854,"93 129582.929688 94 74427.742188 95 82390.546875 96 82390.468750 97 82390.546875 98 82390.546875 99 82390.546875 100 82390.546875 101 82390.546875 102 82390.546875 103 82390.546875 104 82390.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do FPM,HWES,0.7873625755310059,"108 1275847.625 109 1893768.625 110 1181024.625 111 1171441.875 112 1277317.125 113 1281293.125 114 1279642.250 115 1181024.625 116 1141837.375 117 1275847.625 118 1277317.125 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ICMS,HWES,0.6872043609619141,"108 1.177666e+06 109 1.000191e+06 110 1.142730e+06 111 1.086739e+06 112 1.340199e+06 113 1.294345e+06 114 1.242033e+06 115 1.285587e+06 116 1.285587e+06 117 1.242033e+06 118 1.270212e+06 119 1.264898e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do IPVA,AR,1.0391089916229248,"107 242201.625000 108 83548.757812 109 228785.796875 110 225888.828125 111 227166.015625 112 83568.734375 113 56860.472656 114 56860.472656 115 35048.863281 116 19359.474609 117 13254.299805 118 225888.828125 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Cota-Parte do ITR,XGBoost,0.9323952198028564,"95 23.611452 96 272.216949 97 101.580032 98 42.629204 99 126.042557 100 89.706085 101 114.875366 102 146.442429 103 2714.920654 104 -120.100395 105 25.052635 106 63.535126 Name: Valor, dtype: float64" Prefeitura Municipal de Palmitinho - RS,Transferencias LC 61_1989,HWES,0.8178911209106445,"108 10077.410156 109 8222.033203 110 8451.466797 111 10635.471680 112 8634.419922 113 10752.617188 114 10719.705078 115 8619.240234 116 8300.939453 117 10257.293945 118 9607.118164 119 10632.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,IPTU,SES,1.6640188694000244,"108 48012724.0 109 142788912.0 110 46392840.0 111 45795676.0 112 45703964.0 113 45919148.0 114 46077948.0 115 45919000.0 116 46027316.0 117 45917872.0 118 45918064.0 119 45917872.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,ISS,MLP,0.6294002532958984,"108 1.514946e+08 109 1.312715e+08 110 1.368869e+08 111 1.383393e+08 112 1.385869e+08 113 1.415564e+08 114 1.440809e+08 115 1.448673e+08 116 1.480363e+08 117 1.534048e+08 118 1.501510e+08 119 1.511401e+08 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,ITBI,XGBoost,1.3867695331573486,"108 25785014.0 109 24038402.0 110 30652516.0 111 25750296.0 112 30596794.0 113 25963998.0 114 25737000.0 115 33089954.0 116 25986088.0 117 25993720.0 118 25993760.0 119 30682214.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,IRRF,XGBoost,0.5698106288909912,"108 31949246.0 109 42893008.0 110 67293528.0 111 42667352.0 112 42667352.0 113 39800456.0 114 42667352.0 115 39408644.0 116 39408644.0 117 39408644.0 118 39408128.0 119 67480912.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do FPM,HWES,0.6674580574035645,"108 48371104.0 109 57623832.0 110 32029714.0 111 48493556.0 112 41012176.0 113 48494284.0 114 41008112.0 115 33257618.0 116 33257618.0 117 33137428.0 118 37977356.0 119 54025636.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ICMS,XGBoost,0.6114017963409424,"108 67715736.0 109 68530808.0 110 59873140.0 111 70706560.0 112 69901680.0 113 60509452.0 114 69112096.0 115 69651032.0 116 69490760.0 117 71095232.0 118 61130628.0 119 68535736.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do IPVA,AR,1.0258193016052246,"108 64508224.0 109 28761818.0 110 28761818.0 111 56819492.0 112 51407200.0 113 20709564.0 114 17303300.0 115 12081932.0 116 8797207.0 117 8056111.0 118 4685043.0 119 58286404.0 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Cota-Parte do ITR,SARIMAX,1.178663730621338,"108 23793.888672 109 22930.277344 110 22877.304688 111 54088.050781 112 21650.001953 113 21386.154297 114 21644.449219 115 17925.908203 116 28456.738281 117 27816.132812 118 28473.248047 119 28473.248047 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Alegre - RS,Transferencias LC 61_1989,SES,0.6071279048919678,"108 588947.2500 109 579426.1875 110 570598.6250 111 554998.5000 112 570821.4375 113 555018.6875 114 566260.8750 115 570306.3750 116 570841.6250 117 606601.3125 118 570598.6250 119 590407.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,IPTU,XGBoost,1.2361547946929932,"102 2310.676514 103 2765.547119 104 2822.047119 105 2305.111328 106 2258.006592 107 1669.698608 108 1505.442261 109 1438.056519 110 1332.826660 111 1010.221802 112 1525.051025 113 1518.505493 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,ISS,Prophet,0.9943139553070068,"102 9537.883789 103 9537.883789 104 9559.514648 105 9542.198242 106 9531.613281 107 9600.716797 108 9542.198242 109 9600.716797 110 9626.082031 111 9600.775391 112 9600.775391 113 9600.716797 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,ITBI,HWES,1.0489208698272705,"96 11277.635742 97 8036.139648 98 10861.052734 99 8335.235352 100 11071.649414 101 14679.672852 102 8333.148438 103 8262.354492 104 8036.139648 105 8370.887695 106 11091.197266 107 8262.354492 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,IRRF,MLP,1.4087316989898682,"108 20552.054614 109 19919.215576 110 20952.268157 111 21801.587657 112 16417.283012 113 26902.385981 114 21553.874557 115 16929.756451 116 27388.748542 117 24149.652480 118 23184.266567 119 32905.756080 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do FPM,SES,0.5472707748413086,"102 1840964.000 103 1872140.625 104 1861156.375 105 1840964.000 106 1847480.000 107 1847480.000 108 1847441.250 109 1823951.000 110 1847480.000 111 1840964.000 112 1847480.000 113 1847441.250 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ICMS,SES,0.5930502414703369,"102 326370.78125 103 288721.81250 104 282183.93750 105 302031.78125 106 302088.56250 107 312189.18750 108 312209.90625 109 312189.18750 110 312189.18750 111 308773.62500 112 300449.15625 113 308773.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do IPVA,XGBoost,1.3578765392303467,"100 6177.701660 101 6979.259277 102 6529.623047 103 9174.642578 104 8059.353027 105 15888.303711 106 10724.935547 107 7119.950195 108 8230.992188 109 7851.558594 110 7220.341309 111 14250.074219 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Cota-Parte do ITR,XGBoost,1.1677305698394775,"82 1915.118530 83 1916.559937 84 551.918701 85 1929.345459 86 1906.951904 87 1906.951904 88 535.833191 89 534.131653 90 1915.630127 91 1911.017212 92 535.833191 93 1915.630127 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado do Bugre - RS,Transferencias LC 61_1989,SES,0.7193434238433838,"54 2832.652588 55 2337.988281 56 2907.254639 57 2254.263672 58 2949.542236 59 2807.992188 60 3336.429688 61 3083.619141 62 3202.102295 63 2861.139893 64 3102.900146 65 2927.672607 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,IPTU,SES,1.1514708995819092,"108 12012.490234 109 10740.249023 110 15873.382812 111 11502.537109 112 23194.757812 113 14240.742188 114 5015.182617 115 140431.375000 116 140101.703125 117 139465.109375 118 13380.680664 119 16411.162109 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,ISS,XGBoost,0.5410721302032471,"108 67324.039062 109 67423.125000 110 67335.382812 111 67324.039062 112 67335.382812 113 67324.039062 114 67324.039062 115 67335.382812 116 67423.125000 117 67335.382812 118 67335.382812 119 67335.382812 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,ITBI,XGBoost,1.0702226161956787,"108 21120.755859 109 19440.228516 110 16903.183594 111 15748.563477 112 13497.557617 113 41082.242188 114 41492.468750 115 40114.257812 116 11949.666016 117 42450.511719 118 12087.533203 119 14425.249023 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,IRRF,XGBoost,1.363452434539795,"108 75083.117188 109 128729.289062 110 128729.289062 111 74979.148438 112 74979.148438 113 74979.148438 114 75083.117188 115 128729.289062 116 74979.148438 117 128734.531250 118 128734.531250 119 128729.289062 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do FPM,SARIMAX,0.6760435104370117,"108 1.585856e+06 109 1.879896e+06 110 1.283376e+06 111 1.314781e+06 112 1.585856e+06 113 1.586391e+06 114 1.893769e+06 115 1.283376e+06 116 1.283376e+06 117 9.990729e+05 118 1.585856e+06 119 1.879896e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do ICMS,HWES,0.7082076072692871,"108 1.096464e+06 109 8.833187e+05 110 8.996515e+05 111 1.094741e+06 112 1.058594e+06 113 1.096464e+06 114 1.094741e+06 115 1.142943e+06 116 1.096259e+06 117 1.142943e+06 118 1.093991e+06 119 1.058594e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do IPVA,XGBoost,1.229764461517334,"108 206663.609375 109 74769.882812 110 106461.445312 111 315582.218750 112 212031.062500 113 26630.287109 114 55553.519531 115 37005.941406 116 16080.323242 117 19000.601562 118 58244.640625 119 206612.312500 Name: Valor, dtype: float64" Prefeitura Municipal de São Martinho - RS,Cota-Parte do ITR,XGBoost,1.5288217067718506,"105 872.758545 106 988.058289 107 891.016479 108 827.606140 109 1643.716309 110 961.665771 111 1643.716309 112 969.103638 113 197.938980 114 326.532013 115 211.782303 116 211.278336 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,IPTU,SARIMAX,1.5339021682739258,"108 2008777.50 109 6579568.00 110 1112106.25 111 1112108.25 112 1112108.25 113 1112108.25 114 1112108.25 115 1112108.25 116 1112108.25 117 1112108.25 118 1112108.25 119 1112108.25 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,ISS,Prophet,0.7395849227905273,"108 1694728.125 109 1659280.125 110 1826163.250 111 1823997.875 112 1694757.750 113 1694728.125 114 1695163.250 115 1694719.875 116 1826131.750 117 1694728.125 118 1694728.125 119 1694728.125 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,ITBI,MLP,0.6237833499908447,"108 525902.269871 109 379151.360083 110 384947.946313 111 399323.307668 112 414058.607862 113 478089.429554 114 385842.064067 115 415875.140489 116 391327.990952 117 410255.329952 118 439424.365830 119 391817.475345 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,IRRF,MLP,1.294118881225586,"108 1.236088e+06 109 1.519956e+06 110 1.458547e+06 111 1.994559e+06 112 1.835120e+06 113 1.919903e+06 114 1.863067e+06 115 2.555590e+06 116 2.244631e+06 117 2.460515e+06 118 2.607801e+06 119 3.456549e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do FPM,MLP,1.1873445510864258,"106 4.993171e+06 107 5.985763e+06 108 4.669315e+06 109 4.998162e+06 110 5.285795e+06 111 5.130194e+06 112 5.884245e+06 113 4.793996e+06 114 4.871701e+06 115 4.757921e+06 116 5.388582e+06 117 6.917942e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ICMS,SARIMAX,0.8104197978973389,"108 8684030.0 109 8688583.0 110 8882653.0 111 8882540.0 112 8883324.0 113 8882663.0 114 8882641.0 115 8883324.0 116 8883324.0 117 8883302.0 118 8882641.0 119 8879671.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do IPVA,XGBoost,1.028961420059204,"108 1.866963e+06 109 1.447356e+06 110 1.869968e+06 111 1.866971e+06 112 1.912664e+06 113 9.257585e+05 114 8.786551e+05 115 4.141384e+05 116 3.835958e+05 117 3.256723e+05 118 1.544528e+05 119 1.877741e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Cota-Parte do ITR,XGBoost,1.3034813404083252,"72 1.906134e+05 73 4.903789e+04 74 2.722996e+04 75 1.351793e+05 76 1.351793e+05 77 4.868880e+04 78 4.868880e+04 79 7.540884e+04 80 4.260699e+05 81 2.402540e+06 82 4.192188e+05 83 3.122078e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cruz Alta - RS,Transferencias LC 61_1989,AR,0.5831303596496582,"107 82147.015625 108 63339.503906 109 82454.375000 110 82146.804688 111 71533.960938 112 81593.296875 113 83905.390625 114 60713.582031 115 80817.710938 116 84092.296875 117 63408.839844 118 82454.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,IPTU,AR,1.0377893447875977,"108 4.075915e+05 109 5.676197e+05 110 2.850334e+06 111 2.850334e+06 112 6.641051e+05 113 6.641051e+05 114 5.676197e+05 115 6.641051e+05 116 5.676197e+05 117 5.676197e+05 118 5.676197e+05 119 4.184542e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,ISS,MLP,0.7296884059906006,"108 8.185399e+05 109 8.024369e+05 110 8.305171e+05 111 8.570287e+05 112 8.092833e+05 113 9.019765e+05 114 9.090491e+05 115 9.016574e+05 116 9.216367e+05 117 9.055845e+05 118 8.893422e+05 119 1.069025e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,ITBI,SARIMAX,0.6689510345458984,"108 248310.06250 109 291220.56250 110 296398.81250 111 720963.50000 112 290719.56250 113 290719.56250 114 278249.40625 115 284199.65625 116 284200.25000 117 282115.15625 118 276897.46875 119 284003.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,IRRF,XGBoost,1.3659818172454834,"108 691915.8125 109 680917.8750 110 670717.8750 111 691915.8125 112 691915.8125 113 670717.8750 114 667064.0625 115 807522.5000 116 667064.0625 117 670717.8750 118 802895.5000 119 803672.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do FPM,MLP,0.8463306427001953,"107 3.743329e+06 108 4.520720e+06 109 3.536301e+06 110 3.783736e+06 111 4.000395e+06 112 3.885245e+06 113 4.483176e+06 114 3.635318e+06 115 3.694901e+06 116 3.611153e+06 117 4.084869e+06 118 5.231675e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do ICMS,HWES,0.7978847026824951,"108 2539666.75 109 2165093.00 110 2316178.25 111 2403524.25 112 2571388.50 113 2404099.75 114 2321178.00 115 2495946.00 116 2403524.25 117 2401002.75 118 2571388.50 119 2444299.25 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do IPVA,HWES,1.0877864360809326,"108 2.388032e+06 109 7.712311e+05 110 2.587166e+06 111 2.734190e+06 112 2.734190e+06 113 6.393123e+05 114 4.534643e+05 115 2.332927e+05 116 2.260138e+05 117 9.901077e+04 118 7.861098e+04 119 2.381046e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Cota-Parte do ITR,XGBoost,0.803246259689331,"55 551.731689 56 551.998596 57 612.008728 58 1229.445190 59 782.505920 60 723.248230 61 782.508240 62 4496.495605 63 2600.750977 64 2287.780029 65 31381.308594 66 623.141785 Name: Valor, dtype: float64" Prefeitura Municipal de Portão - RS,Transferencias LC 61_1989,XGBoost,1.1150104999542236,"108 24321.929688 109 19582.779297 110 25791.296875 111 23330.449219 112 21912.199219 113 20426.929688 114 21156.048828 115 9814.818359 116 21242.535156 117 25220.880859 118 22739.205078 119 20666.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,IPTU,SES,1.0459709167480469,"108 1.531128e+06 109 1.577822e+06 110 1.350302e+07 111 1.801356e+06 112 1.801779e+06 113 1.801377e+06 114 1.801779e+06 115 1.705199e+06 116 1.761977e+06 117 1.807526e+06 118 1.766265e+06 119 1.697912e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,ISS,XGBoost,0.800145149230957,"108 4777118.0 109 4776307.5 110 4778440.0 111 4778440.0 112 4778488.0 113 4778440.0 114 4778440.0 115 4778440.0 116 4778176.0 117 4778488.0 118 4778176.0 119 4778440.0 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,ITBI,HWES,0.7364597320556641,"108 1855118.875 109 1856782.375 110 1939098.125 111 2016966.000 112 1906097.375 113 2017580.125 114 2017580.125 115 2017580.125 116 1939619.500 117 1939619.500 118 1939098.125 119 1939098.125 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,IRRF,MLP,1.6333708763122559,"108 1.272012e+06 109 1.516298e+06 110 1.765871e+06 111 1.770267e+06 112 1.883206e+06 113 1.860557e+06 114 1.912309e+06 115 1.954768e+06 116 1.934716e+06 117 2.037363e+06 118 2.035133e+06 119 3.338509e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do FPM,AR,0.6966202259063721,"108 6187569.0 109 9468845.0 110 5140952.0 111 5413504.0 112 6187569.0 113 5795574.0 114 7820813.0 115 5242817.5 116 5192150.5 117 5140464.5 118 6187569.0 119 9468845.0 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do ICMS,HWES,0.7177267074584961,"108 7864888.0 109 6506364.0 110 6495295.5 111 8205179.5 112 8573666.0 113 8122344.5 114 7768680.5 115 8549916.0 116 8549916.0 117 8205179.5 118 8573666.0 119 8449128.0 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do IPVA,AR,1.071216344833374,"108 6.897934e+06 109 2.630995e+06 110 2.495000e+06 111 4.773246e+06 112 3.364759e+06 113 1.292884e+06 114 1.250403e+06 115 6.932375e+05 116 5.496145e+05 117 6.327461e+05 118 4.130105e+05 119 6.717198e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Cota-Parte do ITR,Prophet,0.8515410423278809,"104 244.655273 105 319.534576 106 296.873993 107 359.505005 108 416.957977 109 375.807007 110 4010.342285 111 258.671936 112 3982.733398 113 4019.760254 114 332.765808 115 262.986633 Name: Valor, dtype: float64" Prefeitura Municipal de Lajeado - RS,Transferencias LC 61_1989,SES,0.6457254886627197,"108 68940.953125 109 66947.664062 110 66036.664062 111 67960.148438 112 67963.531250 113 71292.265625 114 71268.726562 115 71705.773438 116 70020.507812 117 69257.609375 118 69675.273438 119 68179.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,IPTU,XGBoost,1.2045691013336182,"103 6341.323730 104 7857.189453 105 38926.175781 106 160804.640625 107 209549.750000 108 35081.105469 109 9221.526367 110 8526.915039 111 9149.641602 112 7142.567871 113 8741.752930 114 12994.436523 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,ISS,SARIMAX,0.6280679702758789,"108 38021.937500 109 37136.179688 110 46295.664062 111 46707.816406 112 46295.664062 113 46707.816406 114 46518.226562 115 46225.437500 116 46518.226562 117 46707.816406 118 46518.226562 119 46707.816406 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,ITBI,AR,1.3673717975616455,"105 11806.463867 106 11092.230469 107 13034.189453 108 10755.369141 109 6431.943359 110 5769.230957 111 2168.723633 112 10808.880859 113 18115.029297 114 10573.483398 115 10133.883789 116 8649.779297 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,IRRF,MLP,1.1148631572723389,"108 37279.342845 109 37271.174280 110 40486.731990 111 36869.869437 112 35450.427425 113 35528.995652 114 34832.084869 115 34757.971755 116 34909.139543 117 35371.491976 118 36216.106447 119 41799.098182 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do FPM,HWES,0.7476603984832764,"108 1282345.250 109 1893816.625 110 1097992.000 111 1162892.000 112 1293180.000 113 1271620.250 114 1293180.000 115 1097992.000 116 1098278.375 117 949432.125 118 1293180.000 119 1893816.625 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ICMS,SARIMAX,0.704949140548706,"108 1.005649e+06 109 1.006854e+06 110 9.293540e+05 111 1.005649e+06 112 1.004979e+06 113 1.005649e+06 114 1.005649e+06 115 1.005649e+06 116 1.005649e+06 117 1.004979e+06 118 1.005649e+06 119 1.004979e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do IPVA,SARIMAX,1.514610767364502,"107 125268.921875 108 50918.363281 109 50916.582031 110 136730.859375 111 50946.117188 112 25896.679688 113 14729.083984 114 14729.083984 115 7271.735840 116 3735.785156 117 5782.756348 118 102290.476562 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Cota-Parte do ITR,SARIMAX,0.8256185054779053,"91 74.856407 92 95.904625 93 32.844986 94 18.375629 95 95.904625 96 108.715004 97 32.844986 98 95.904625 99 1753.868774 100 189.951889 101 -34.486797 102 -61.991512 Name: Valor, dtype: float64" Prefeitura Municipal de Severiano de Almeida - RS,Transferencias LC 61_1989,AR,0.826953649520874,"83 8673.214844 84 8533.274414 85 8674.978516 86 8663.070312 87 8561.596680 88 8663.070312 89 8663.070312 90 8966.950195 91 8976.103516 92 8636.675781 93 8863.692383 94 8640.618164 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,IPTU,MLP,1.121535301208496,"108 3.607243e+07 109 9.054906e+06 110 8.554926e+06 111 8.281412e+06 112 8.390316e+06 113 1.602154e+07 114 8.261602e+06 115 1.477691e+07 116 8.157499e+06 117 5.336016e+06 118 5.593110e+06 119 3.860606e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,ISS,SARIMAX,0.8196325302124023,"108 13883759.0 109 13880436.0 110 13883759.0 111 13883759.0 112 13883759.0 113 13883759.0 114 13883759.0 115 13883759.0 116 13883759.0 117 13883759.0 118 13883759.0 119 13883759.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,ITBI,MLP,1.067800760269165,"108 3.679524e+06 109 3.754459e+06 110 3.777008e+06 111 3.624362e+06 112 3.776537e+06 113 3.721412e+06 114 3.678688e+06 115 3.834413e+06 116 3.844722e+06 117 3.829578e+06 118 3.925565e+06 119 3.963339e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,IRRF,XGBoost,0.6227774620056152,"108 12535061.0 109 12533606.0 110 9411215.0 111 13870873.0 112 11935173.0 113 11935173.0 114 11935173.0 115 12038539.0 116 11935173.0 117 13082164.0 118 12038539.0 119 13870873.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do FPM,HWES,1.386662244796753,"108 11188352.0 109 16457506.0 110 8771189.0 111 9857331.0 112 11188352.0 113 11066674.0 114 11191678.0 115 9132562.0 116 9615251.0 117 8771189.0 118 11188352.0 119 16457506.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do ICMS,HWES,0.9978814125061035,"108 68740856.0 109 59289668.0 110 58828984.0 111 66396148.0 112 66566456.0 113 68750120.0 114 70237632.0 115 69722760.0 116 61993204.0 117 67635824.0 118 60999192.0 119 74865520.0 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do IPVA,XGBoost,1.2013320922851562,"108 1.119443e+07 109 5.955800e+06 110 1.056449e+07 111 1.120011e+07 112 1.294638e+07 113 5.310647e+06 114 4.764472e+06 115 2.288793e+06 116 1.719950e+06 117 1.159002e+06 118 8.912994e+05 119 1.293681e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Cota-Parte do ITR,XGBoost,1.0002505779266357,"96 844.869263 97 840.463013 98 -3915.892090 99 85.109238 100 283.484985 101 698.266174 102 1472.102905 103 119.094368 104 -19.527161 105 -376.057678 106 361.419159 107 117.117805 Name: Valor, dtype: float64" Prefeitura Municipal de Canoas - RS,Transferencias LC 61_1989,MLP,1.1711657047271729,"108 515474.413190 109 510448.330541 110 517261.235287 111 517577.400792 112 522729.967822 113 528727.808989 114 529169.857160 115 524178.748769 116 529686.235105 117 545431.356371 118 513007.522055 119 523880.749343 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,IPTU,HWES,1.2438864707946777,"108 19223804.0 109 19022462.0 110 9769534.0 111 4897082.0 112 5033926.0 113 4896102.5 114 5034057.5 115 5033926.0 116 5023769.5 117 5033926.0 118 4891064.0 119 4951122.5 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,ISS,SARIMAX,1.0518827438354492,"108 1296472.875 109 1296472.875 110 1313289.375 111 1313289.375 112 1304460.750 113 1297187.000 114 1313289.375 115 1313289.375 116 1304460.750 117 1313289.375 118 1313289.375 119 1313289.375 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,ITBI,SES,1.163313865661621,"108 2558215.500 109 2602258.250 110 1986628.000 111 2139615.750 112 1783597.625 113 2356451.000 114 1994025.750 115 2263828.250 116 2139615.750 117 2412504.750 118 2353299.250 119 2297994.250 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,IRRF,MLP,1.0598242282867432,"108 1.508804e+06 109 1.435181e+06 110 1.500351e+06 111 1.537862e+06 112 1.540114e+06 113 1.609385e+06 114 1.582253e+06 115 1.625178e+06 116 1.573857e+06 117 1.653403e+06 118 1.773394e+06 119 2.187406e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do FPM,AR,0.645460844039917,"108 2141339.250 109 3787537.250 110 2041696.500 111 1845173.375 112 3744593.000 113 1950410.125 114 3787537.250 115 2041696.500 116 2131956.250 117 1956391.750 118 3744593.000 119 3787537.250 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ICMS,HWES,0.605431318283081,"108 805887.6250 109 602396.1250 110 662589.3750 111 814341.0000 112 864845.3125 113 719515.8125 114 781209.5000 115 814214.4375 116 814214.4375 117 804741.2500 118 798294.9375 119 804741.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do IPVA,AR,1.187074899673462,"108 896059.562500 109 615330.875000 110 608696.000000 111 896057.062500 112 896057.062500 113 365741.531250 114 327541.156250 115 221516.500000 116 129659.031250 117 128788.914062 118 82670.531250 119 615025.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Cota-Parte do ITR,HWES,0.9048824310302734,"80 3492.921387 81 148.271301 82 608.412415 83 148.271301 84 148.271301 85 963.737366 86 531.166382 87 461.250824 88 558.576782 89 886.115723 90 41.863091 91 41.046940 Name: Valor, dtype: float64" Prefeitura Municipal de Xangri-lá - RS,Transferencias LC 61_1989,SARIMAX,0.9003794193267822,"105 6552.423828 106 6625.932617 107 6722.017578 108 6867.451660 109 6277.086914 110 6882.325684 111 6620.178223 112 6277.086914 113 6514.094238 114 7138.790527 115 7127.258301 116 6297.500977 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,IPTU,SARIMAX,1.142775058746338,"92 71396.007812 93 68664.312500 94 70041.593750 95 228202.984375 96 300493.968750 97 68935.984375 98 72234.304688 99 68935.984375 100 68426.804688 101 71303.281250 102 68604.812500 103 110482.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,ISS,SARIMAX,0.6284453868865967,"95 117330.250000 96 117086.023438 97 116037.601562 98 112365.164062 99 116747.281250 100 117086.023438 101 112524.289062 102 117755.281250 103 118749.968750 104 116789.882812 105 117086.023438 106 117086.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,ITBI,HWES,1.1976993083953857,"95 14449.540039 96 17261.115234 97 24878.089844 98 24482.257812 99 14165.678711 100 11868.753906 101 11945.113281 102 8585.647461 103 14935.593750 104 10498.326172 105 8139.545898 106 8676.457031 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,IRRF,Prophet,0.7462267875671387,"84 49061.542969 85 46067.960938 86 50624.089844 87 49062.496094 88 49571.769531 89 49582.984375 90 49582.984375 91 48230.199219 92 48230.199219 93 49059.769531 94 49062.496094 95 86895.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do FPM,HWES,1.2238450050354004,"96 -1.202374e+05 97 1.562293e+06 98 -1.205076e+05 99 -2.044809e+05 100 9.011865e+05 101 9.447598e+05 102 1.058876e+06 103 -2.073856e+05 104 -2.002708e+05 105 -1.973035e+05 106 8.354968e+05 107 9.106243e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ICMS,AR,0.5775511264801025,"96 350270.56250 97 406070.00000 98 419368.31250 99 406070.00000 100 428593.18750 101 402644.90625 102 402644.90625 103 406070.00000 104 403021.81250 105 361544.46875 106 360559.75000 107 419368.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do IPVA,XGBoost,1.1002533435821533,"96 5811.950195 97 26906.074219 98 44477.003906 99 7636.990723 100 49896.085938 101 36543.078125 102 28614.943359 103 25464.037109 104 21687.853516 105 4920.305664 106 5399.186035 107 60008.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Cota-Parte do ITR,XGBoost,0.8896534442901611,"87 2770.541748 88 2770.541748 89 4311.217285 90 4487.700684 91 2928.792969 92 3532.355469 93 2966.582275 94 3532.355469 95 2787.797852 96 2800.177734 97 2800.224854 98 2800.224854 Name: Valor, dtype: float64" Prefeitura Municipal de Marcelino Ramos - RS,Transferencias LC 61_1989,XGBoost,0.8521139621734619,"96 3639.021240 97 4058.479492 98 4469.652344 99 4145.772949 100 3919.677246 101 4090.977295 102 4535.822266 103 4182.401367 104 3642.058350 105 4224.050781 106 4270.950684 107 4204.520996 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,IPTU,SARIMAX,1.1471223831176758,"104 8196.560547 105 9884.009766 106 373239.406250 107 373590.187500 108 15713.769531 109 15713.769531 110 12592.416016 111 21037.390625 112 18305.246094 113 14507.036133 114 15047.400391 115 15047.299805 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,ISS,MLP,1.5637998580932617,"108 30728.891748 109 30770.858635 110 34501.906857 111 37101.598425 112 35143.668756 113 32869.399900 114 32342.728163 115 34013.276623 116 33947.571769 117 36883.507663 118 33990.986770 119 35591.034098 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,ITBI,XGBoost,1.0502862930297852,"104 19243.732422 105 4585.016602 106 19205.699219 107 14794.385742 108 19205.699219 109 3869.555908 110 2644.318848 111 13859.000000 112 3017.933594 113 3212.590332 114 6399.141113 115 14652.698242 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,IRRF,XGBoost,1.2420191764831543,"108 90325.523438 109 64329.785156 110 64329.785156 111 63184.214844 112 63184.214844 113 63184.214844 114 64329.785156 115 64329.785156 116 64329.785156 117 63184.214844 118 64329.785156 119 63184.214844 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do FPM,HWES,0.695514440536499,"108 1251977.500 109 1893869.000 110 1062328.500 111 1163106.875 112 1239782.875 113 1274775.250 114 1239759.875 115 1062328.500 116 1062328.500 117 958590.750 118 1239782.875 119 1893869.000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ICMS,HWES,0.5835657119750977,"108 628959.3750 109 630414.3750 110 652746.9375 111 720246.8125 112 688108.5000 113 661231.7500 114 633918.6875 115 718985.6875 116 707210.3750 117 688684.0625 118 661225.0625 119 688071.1250 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do IPVA,AR,0.983198881149292,"108 261546.734375 109 26302.892578 110 35598.753906 111 92591.882812 112 35863.808594 113 31347.126953 114 30968.494141 115 7120.212402 116 6514.032715 117 6925.497070 118 -5136.589355 119 201508.359375 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Cota-Parte do ITR,XGBoost,0.899012565612793,"87 95.856583 88 104.594749 89 16.503792 90 3.613640 91 0.858305 92 41.560867 93 3.407611 94 38.009968 95 169.336166 96 69.233238 97 3.769419 98 -3.384374 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro da Serra - RS,Transferencias LC 61_1989,HWES,0.7215380668640137,"84 5179.784668 85 5900.101562 86 5720.052734 87 5863.260742 88 5678.498047 89 6429.134277 90 6414.010254 91 5663.410156 92 5878.609375 93 5153.838867 94 5720.052734 95 5199.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,IPTU,MLP,1.1706194877624512,"90 10750.743819 91 12345.662011 92 22853.905904 93 7064.318570 94 7382.951679 95 7560.508105 96 8962.997514 97 8193.994982 98 8635.034748 99 10185.462648 100 11735.064391 101 11797.225284 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,ISS,SES,1.5266458988189697,"104 54991.281250 105 54991.281250 106 55061.937500 107 54553.164062 108 54553.164062 109 52801.187500 110 53509.449219 111 54100.394531 112 54100.394531 113 50792.019531 114 53910.914062 115 54090.738281 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,ITBI,SES,0.9672753810882568,"102 4151.544922 103 4133.100586 104 8636.941406 105 8636.941406 106 7295.101074 107 8520.936523 108 22149.283203 109 2592.506592 110 3563.021484 111 5852.339844 112 2425.525391 113 6353.780762 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,IRRF,SARIMAX,1.0893120765686035,"104 78360.867188 105 45841.136719 106 47401.039062 107 45841.136719 108 45841.136719 109 45841.136719 110 45841.136719 111 47401.039062 112 47401.039062 113 78360.867188 114 78360.867188 115 78360.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do FPM,MLP,0.6988179683685303,"104 1.265882e+06 105 1.457974e+06 106 1.161795e+06 107 1.235178e+06 108 1.299027e+06 109 1.263340e+06 110 1.402840e+06 111 1.187008e+06 112 1.203927e+06 113 1.177874e+06 114 1.318607e+06 115 1.660012e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ICMS,SES,0.7881114482879639,"104 755196.0000 105 746880.6875 106 742195.5625 107 710835.6250 108 773580.4375 109 755196.0000 110 710835.6250 111 777544.8750 112 710835.6250 113 801465.6875 114 755314.3750 115 801465.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do IPVA,MLP,1.3686823844909668,"102 43311.551199 103 22665.845764 104 43100.989759 105 49643.260553 106 33343.104663 107 14954.045552 108 17230.926644 109 11412.021895 110 11725.581511 111 12122.537091 112 14120.374889 113 41364.854485 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Cota-Parte do ITR,XGBoost,1.7400774955749512,"99 4080.214600 100 4628.157227 101 4628.157227 102 4018.238770 103 4534.591797 104 4278.527344 105 4183.954590 106 4019.250244 107 5716.586426 108 146093.468750 109 4780.313965 110 982.986328 Name: Valor, dtype: float64" Prefeitura Municipal de Monte Alegre dos Campos - RS,Transferencias LC 61_1989,SARIMAX,1.133211374282837,"62 6016.773438 63 6780.311523 64 6368.049805 65 6527.946289 66 6638.503418 67 6521.720703 68 7584.934570 69 6347.474609 70 6527.938477 71 5722.958496 72 6347.474609 73 6942.414062 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,IPTU,XGBoost,1.1690571308135986,"105 1.937619e+05 106 8.528143e+04 107 1.293475e+05 108 1.285722e+05 109 1.542680e+05 110 1.860251e+05 111 1.303089e+06 112 1.257336e+05 113 9.320911e+04 114 4.223385e+05 115 1.074174e+05 116 1.983368e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,ISS,XGBoost,0.6728005409240723,"108 188764.90625 109 188764.96875 110 188764.90625 111 188764.90625 112 188764.96875 113 188764.96875 114 188764.90625 115 188764.96875 116 188764.90625 117 188764.96875 118 188764.90625 119 188764.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,ITBI,SARIMAX,0.7293155193328857,"108 3678.041016 109 11919.323242 110 59120.480469 111 70886.765625 112 50790.128906 113 70551.273438 114 59081.000000 115 76234.218750 116 58699.816406 117 58552.074219 118 76415.664062 119 41277.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,IRRF,XGBoost,1.101771593093872,"108 166771.734375 109 166771.734375 110 155973.718750 111 160306.828125 112 160930.718750 113 156265.984375 114 150305.218750 115 152522.609375 116 152522.609375 117 150387.453125 118 152522.609375 119 336908.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do FPM,AR,0.741098165512085,"108 1459485.500 109 3362197.000 110 1611958.625 111 1607251.750 112 1463757.750 113 1518194.375 114 3362197.000 115 1463757.750 116 1463757.750 117 1518194.375 118 1607251.750 119 3362197.000 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do ICMS,HWES,0.6143794059753418,"108 1740235.750 109 1385404.875 110 1501088.250 111 1594067.750 112 1593148.875 113 1588999.250 114 1588308.000 115 1594552.000 116 1594552.000 117 1581298.750 118 1588993.125 119 1581298.750 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do IPVA,XGBoost,0.6447503566741943,"108 215387.734375 109 176803.984375 110 225683.640625 111 218512.984375 112 227530.062500 113 193099.734375 114 150598.796875 115 84689.789062 116 71212.257812 117 52313.890625 118 37379.109375 119 227022.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Cota-Parte do ITR,MLP,1.3273770809173584,"106 30071.458623 107 25556.541523 108 29606.906739 109 61111.180972 110 27686.832681 111 60940.835589 112 112724.026778 113 41863.865634 114 72637.084123 115 482012.915079 116 79758.956252 117 68261.799742 Name: Valor, dtype: float64" Prefeitura Municipal de Nonoai - RS,Transferencias LC 61_1989,MLP,0.656851053237915,"60 13586.892135 61 14083.842745 62 13812.475485 63 13586.699764 64 12912.347385 65 13151.544404 66 13326.854713 67 12772.181487 68 13465.243354 69 13612.416860 70 12971.523603 71 13421.135316 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,IPTU,SARIMAX,1.5166332721710205,"108 46341068.0 109 21662194.0 110 21662194.0 111 21664262.0 112 21840044.0 113 21662194.0 114 21662194.0 115 21662194.0 116 21840044.0 117 21840044.0 118 21840044.0 119 46342496.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,ISS,AR,0.7276356220245361,"108 11556410.0 109 6511646.5 110 8588955.0 111 11556410.0 112 11556410.0 113 11556410.0 114 11556410.0 115 11556410.0 116 11556410.0 117 11556410.0 118 11556410.0 119 11556410.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,ITBI,HWES,0.6540296077728271,"108 2178577.250 109 2088030.875 110 2495018.500 111 2091101.125 112 2320069.250 113 2145008.750 114 2209776.500 115 2202202.250 116 2205566.500 117 2315298.500 118 2548900.250 119 2320069.250 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,IRRF,XGBoost,0.7211742401123047,"108 10266813.0 109 5502501.0 110 5493602.0 111 5502501.0 112 5502501.0 113 5502501.0 114 5502501.0 115 10266813.0 116 5502501.0 117 5502501.0 118 5502501.0 119 9832011.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do FPM,HWES,0.6188004016876221,"108 11367756.0 109 16457504.0 110 9610696.0 111 9966536.0 112 11367756.0 113 11216104.0 114 11575732.0 115 9579987.0 116 9835115.0 117 9610696.0 118 11367756.0 119 16457504.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ICMS,HWES,0.5914425849914551,"108 20205670.0 109 18039958.0 110 18800694.0 111 19401996.0 112 20539906.0 113 20319778.0 114 19397494.0 115 20589098.0 116 20086938.0 117 20922860.0 118 19224670.0 119 20751772.0 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do IPVA,XGBoost,1.075749397277832,"108 9.794242e+06 109 5.451048e+06 110 9.342743e+06 111 1.004050e+07 112 8.076828e+06 113 3.630207e+06 114 2.808668e+06 115 1.777388e+06 116 1.179184e+06 117 1.314482e+06 118 9.909265e+05 119 8.081488e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Cota-Parte do ITR,HWES,1.6451785564422607,"108 4571.189453 109 1840.438110 110 2503.166992 111 27730.642578 112 4786.665527 113 4862.885742 114 4116.639160 115 4710.153320 116 6237.634277 117 7224.875977 118 9605.115234 119 8723.930664 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Hamburgo - RS,Transferencias LC 61_1989,HWES,0.673712968826294,"84 118542.507812 85 95593.710938 86 119959.421875 87 129241.484375 88 123698.132812 89 129658.835938 90 128297.679688 91 124135.195312 92 129659.882812 93 138276.093750 94 125527.250000 95 121063.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,IPTU,AR,1.199655294418335,"94 2293.245605 95 4601.448730 96 49834.718750 97 50366.593750 98 19587.427734 99 14196.491211 100 4279.296387 101 4556.741211 102 19587.427734 103 4556.741211 104 4601.854980 105 15440.469727 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,ISS,Prophet,1.614255666732788,"108 57854.011719 109 72072.984375 110 57754.980469 111 72072.984375 112 72072.984375 113 72358.031250 114 57854.011719 115 72358.031250 116 57754.980469 117 72358.031250 118 57888.800781 119 72205.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,ITBI,XGBoost,1.0877468585968018,"93 6529.934570 94 6465.319336 95 5884.436035 96 3526.308838 97 13747.515625 98 8964.739258 99 14558.997070 100 5996.022461 101 5725.492188 102 4953.488281 103 -1168.225220 104 166.793793 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,IRRF,SARIMAX,0.7159082889556885,"108 23152.535156 109 105893.046875 110 105893.046875 111 105893.046875 112 105893.046875 113 39040.808594 114 105893.046875 115 35483.777344 116 105893.046875 117 105893.046875 118 105893.046875 119 105893.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do FPM,HWES,0.7560610771179199,"108 1243646.000 109 1893929.750 110 1075379.625 111 1148365.000 112 1244557.125 113 1288867.125 114 1244557.125 115 1075379.625 116 1075379.625 117 952182.875 118 1244557.125 119 1893929.750 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ICMS,HWES,0.9989099502563477,"108 584119.3125 109 480069.4375 110 646474.0000 111 577047.4375 112 637910.6875 113 625858.6875 114 610759.1250 115 638092.3125 116 638092.3125 117 637877.9375 118 613283.0000 119 637877.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do IPVA,SARIMAX,0.9843125343322754,"108 94033.968750 109 27859.982422 110 94108.054688 111 80178.804688 112 27509.919922 113 17429.470703 114 13255.962891 115 45077.050781 116 4901.401367 117 4891.247070 118 4636.282715 119 88383.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Cota-Parte do ITR,XGBoost,0.9359545707702637,"83 429.850189 84 1438.246216 85 2450.771240 86 773.320557 87 113.953453 88 90.235001 89 142.510025 90 257.473022 91 425.638641 92 318.245392 93 1244.128052 94 1339.001099 Name: Valor, dtype: float64" Prefeitura Municipal de Protásio Alves - RS,Transferencias LC 61_1989,AR,1.1537258625030518,"108 5600.832031 109 4483.322754 110 6351.940918 111 4457.536621 112 3911.343018 113 2208.479980 114 5922.208008 115 4832.013672 116 5721.896484 117 5778.634766 118 6436.803223 119 6127.541504 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,IPTU,HWES,1.8741371631622314,"108 3.934752e+05 109 4.308405e+05 110 1.606825e+06 111 2.081873e+05 112 9.958565e+04 113 1.402105e+05 114 2.094303e+05 115 1.170118e+05 116 1.401826e+05 117 1.102266e+05 118 9.075920e+04 119 8.396491e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,ISS,AR,1.3476741313934326,"108 578543.7500 109 680033.3125 110 578543.7500 111 623182.9375 112 619363.3125 113 540118.1875 114 540118.1875 115 536778.1250 116 680033.3125 117 632576.8125 118 565282.1250 119 565282.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,ITBI,Prophet,0.8450078964233398,"108 152205.125000 109 199266.234375 110 316477.187500 111 311610.468750 112 346068.531250 113 388891.937500 114 310738.062500 115 388891.937500 116 310739.750000 117 322398.625000 118 310860.781250 119 310815.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,IRRF,AR,0.6189792156219482,"72 413226.68750 73 470112.96875 74 647453.56250 75 412921.28125 76 412921.28125 77 470112.96875 78 647453.56250 79 450479.03125 80 413226.68750 81 470112.96875 82 412921.28125 83 996359.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do FPM,HWES,0.9039795398712158,"108 2495426.00 109 3787545.75 110 2264984.75 111 2347400.50 112 2495438.00 113 2595479.75 114 2495438.00 115 2006822.25 116 2264994.75 117 2266454.75 118 2495438.00 119 3787545.75 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ICMS,SARIMAX,0.6677021980285645,"108 3919172.00 109 3905464.25 110 3924595.00 111 3927353.00 112 3917141.75 113 3921217.25 114 3924289.00 115 3916276.00 116 3919917.50 117 3927353.00 118 3921217.25 119 3921217.25 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do IPVA,XGBoost,1.1448581218719482,"108 1.034980e+06 109 3.823302e+05 110 3.940864e+05 111 7.849258e+05 112 3.940815e+05 113 1.950989e+05 114 1.445133e+05 115 1.041135e+05 116 4.970294e+04 117 4.965145e+04 118 3.192028e+04 119 1.035533e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Não-Me-Toque - RS,Cota-Parte do ITR,XGBoost,1.8284227848052979,"101 4089.625000 102 43101.066406 103 42742.648438 104 42971.468750 105 41695.851562 106 41315.718750 107 42445.609375 108 42742.648438 109 587881.125000 110 588693.187500 111 44154.421875 112 42532.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,IPTU,MLP,1.272904396057129,"81 12679.783901 82 13795.550624 83 11754.449961 84 12487.214144 85 14326.513536 86 16754.408601 87 20845.621381 88 22231.528619 89 26352.562772 90 32650.568586 91 39876.519464 92 117253.492586 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,ISS,XGBoost,1.3273873329162598,"108 196074.781250 109 196249.468750 110 196249.468750 111 194917.562500 112 196248.796875 113 196248.796875 114 196249.359375 115 195533.703125 116 196249.359375 117 196249.359375 118 194912.046875 119 196249.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,ITBI,XGBoost,0.6723804473876953,"103 207497.093750 104 149800.625000 105 199535.875000 106 201958.890625 107 193136.203125 108 151911.484375 109 156297.046875 110 208486.890625 111 202131.968750 112 201958.890625 113 156586.484375 114 201958.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,IRRF,XGBoost,0.7227315902709961,"108 19509.542969 109 29359.087891 110 35370.425781 111 35370.425781 112 34088.582031 113 32263.648438 114 32263.648438 115 32277.451172 116 32773.714844 117 33033.097656 118 50784.917969 119 207025.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do FPM,SARIMAX,0.6893959045410156,"108 1890097.875 109 1893768.875 110 1744751.750 111 1753981.250 112 1893777.500 113 1888730.625 114 1893768.875 115 1744751.750 116 1744751.750 117 1011126.625 118 1893777.500 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ICMS,HWES,0.7611520290374756,"108 981246.1875 109 818532.9375 110 877308.5625 111 994219.1250 112 999386.3125 113 985351.2500 114 983239.1250 115 999386.3125 116 994219.1250 117 992675.6875 118 993563.7500 119 992675.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do IPVA,XGBoost,1.14682936668396,"108 57786.648438 109 17780.457031 110 40079.625000 111 56681.257812 112 47027.269531 113 17031.583984 114 16356.301758 115 3574.353516 116 6791.744141 117 7786.195801 118 3803.974365 119 56403.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Cota-Parte do ITR,SARIMAX,1.1281347274780273,"71 30878.220703 72 59955.609375 73 51471.714844 74 52343.953125 75 59419.238281 76 52343.953125 77 51980.195312 78 59905.464844 79 36389.828125 80 618836.687500 81 36439.351562 82 54725.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Capão Bonito do Sul - RS,Transferencias LC 61_1989,XGBoost,0.824927568435669,"84 7702.918945 85 5577.829102 86 6306.744141 87 6370.013184 88 4801.058594 89 5116.568848 90 6050.612793 91 4845.235352 92 5388.410645 93 8177.166992 94 6301.835449 95 7645.047363 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,IPTU,AR,1.0606260299682617,"107 22175.869141 108 79341.953125 109 179216.328125 110 83644.328125 111 30521.210938 112 34291.468750 113 55307.281250 114 49887.359375 115 50694.121094 116 57417.085938 117 63355.453125 118 57417.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,ISS,Prophet,0.635023832321167,"108 507406.21875 109 518619.25000 110 518619.18750 111 518875.96875 112 504394.50000 113 518619.25000 114 518875.96875 115 511732.71875 116 518619.25000 117 519225.18750 118 518619.18750 119 525306.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,ITBI,MLP,1.3184771537780762,"108 28653.738957 109 27185.337548 110 27287.957399 111 27538.991459 112 28443.819889 113 28759.568738 114 27376.577300 115 28338.152144 116 29330.723351 117 29504.661447 118 29490.257007 119 30272.903537 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,IRRF,Prophet,0.7277154922485352,"86 54864.355469 87 66530.171875 88 244653.468750 89 55703.558594 90 244654.656250 91 59256.589844 92 55701.683594 93 52562.937500 94 129530.343750 95 59260.066406 96 129530.343750 97 244654.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do FPM,SARIMAX,0.9613721370697021,"108 8.756316e+05 109 2.218698e+06 110 8.233774e+05 111 1.140272e+06 112 1.151888e+06 113 1.149623e+06 114 2.218698e+06 115 8.233774e+05 116 8.032356e+05 117 7.948053e+05 118 1.151888e+06 119 2.218698e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ICMS,HWES,0.6641783714294434,"108 1488194.625 109 1417954.500 110 1462986.500 111 1540299.375 112 1516438.625 113 1449532.375 114 1468262.500 115 1530297.750 116 1488857.375 117 1530297.750 118 1471857.375 119 1531015.375 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do IPVA,HWES,1.1580708026885986,"107 76786.046875 108 63387.972656 109 60542.296875 110 76774.734375 111 81406.984375 112 39288.484375 113 18837.273438 114 17679.373047 115 15331.130859 116 10000.424805 117 6888.778320 118 81406.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Cota-Parte do ITR,SARIMAX,1.005335807800293,"36 14758.086914 37 14793.644531 38 14738.450195 39 14758.086914 40 14749.341797 41 14749.341797 42 14793.644531 43 14771.256836 44 38590.671875 45 121513.921875 46 14752.996094 47 14752.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Santana da Boa Vista - RS,Transferencias LC 61_1989,XGBoost,1.0927784442901611,"108 6881.875488 109 7061.283691 110 7344.862793 111 7487.441895 112 7344.113770 113 7344.862793 114 7255.579102 115 6785.311035 116 6635.575195 117 8043.043457 118 6815.770996 119 8648.208008 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,IPTU,SARIMAX,0.6064560413360596,"99 4259.281250 100 7080.869629 101 9362.967773 102 12414.038086 103 15711.814453 104 11502.758789 105 9239.868164 106 9437.867188 107 5806.051758 108 5799.914551 109 6711.196289 110 6609.144043 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,ISS,SARIMAX,0.6689319610595703,"108 68447.515625 109 67673.945312 110 68447.515625 111 67393.109375 112 68447.515625 113 68580.203125 114 67888.203125 115 67673.945312 116 67673.945312 117 67870.789062 118 68440.890625 119 68447.515625 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,ITBI,XGBoost,1.3262872695922852,"108 19781.542969 109 7431.634277 110 17355.054688 111 13186.755859 112 13046.352539 113 15346.081055 114 15456.315430 115 8621.254883 116 17079.064453 117 22063.226562 118 8450.509766 119 8292.044922 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,IRRF,HWES,0.6798067092895508,"60 79203.523438 61 79491.820312 62 79491.820312 63 79491.820312 64 79491.820312 65 79491.820312 66 79495.070312 67 79495.070312 68 79491.820312 69 79491.820312 70 79491.820312 71 79395.187500 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do FPM,HWES,1.0885353088378906,"108 1.241585e+06 109 1.894981e+06 110 1.133394e+06 111 1.157993e+06 112 1.244246e+06 113 1.259995e+06 114 1.245980e+06 115 1.133394e+06 116 1.133614e+06 117 9.460652e+05 118 1.244246e+06 119 1.894981e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ICMS,HWES,0.597325325012207,"108 621406.0625 109 659903.6875 110 671143.6875 111 646498.9375 112 723630.5000 113 684950.0625 114 649800.5000 115 714770.1875 116 714770.1875 117 722939.8125 118 673049.8125 119 722985.9375 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.148857831954956,"108 144688.765625 109 28074.628906 110 128663.804688 111 35769.679688 112 38442.062500 113 27854.703125 114 17282.478516 115 11163.970703 116 13528.695312 117 9309.119141 118 9603.215820 119 37028.250000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Cota-Parte do ITR,XGBoost,0.8072681427001953,"94 28.725451 95 51.471119 96 23.077126 97 35.589844 98 30.731300 99 43.885372 100 7.980792 101 52.304485 102 136.374054 103 221.254684 104 217.818771 105 212.554703 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Sul - RS,Transferencias LC 61_1989,HWES,0.8007068634033203,"108 5861.802246 109 5290.126953 110 5373.062988 111 6128.206055 112 5132.100586 113 6780.588379 114 5911.196289 115 5136.138672 116 5425.437988 117 6378.977539 118 4953.055664 119 5881.737793 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,IPTU,AR,1.3822565078735352,"97 402.767578 98 6775.990234 99 53116.906250 100 53116.906250 101 5668.373535 102 3699.072021 103 3696.976807 104 3221.571289 105 -168.142456 106 92.242088 107 -762.771423 108 4972.139160 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,ISS,SARIMAX,0.7848076820373535,"108 63268.664062 109 60902.527344 110 60950.496094 111 62681.031250 112 59236.000000 113 59236.000000 114 62681.031250 115 62696.355469 116 62215.347656 117 60950.496094 118 62696.355469 119 62215.347656 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,ITBI,SES,0.879225492477417,"93 994.038696 94 16207.449219 95 4503.948730 96 6511.888672 97 6297.902832 98 5173.979004 99 17201.224609 100 4678.698730 101 5586.804199 102 3796.009521 103 19469.546875 104 6190.335938 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,IRRF,MLP,0.7135710716247559,"108 46128.687941 109 49601.157799 110 51357.192398 111 51841.616022 112 49749.730535 113 49075.191194 114 51257.542469 115 48321.039757 116 48504.206998 117 48163.340945 118 48937.646915 119 59941.607233 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do FPM,HWES,0.7473070621490479,"108 1.234019e+06 109 1.893279e+06 110 1.083380e+06 111 1.088267e+06 112 1.233683e+06 113 1.100240e+06 114 1.233683e+06 115 1.083380e+06 116 1.083383e+06 117 9.557189e+05 118 1.233683e+06 119 1.893279e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ICMS,HWES,0.6731822490692139,"108 436260.59375 109 375832.53125 110 434964.56250 111 428185.96875 112 447072.96875 113 438790.53125 114 450703.43750 115 439326.28125 116 439326.28125 117 446859.40625 118 451017.84375 119 446829.71875 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do IPVA,AR,1.0060091018676758,"108 48582.230469 109 55431.871094 110 18909.720703 111 46835.156250 112 47885.656250 113 23998.306641 114 4129.238281 115 21813.113281 116 -1350.585449 117 4146.895020 118 3403.255615 119 25322.160156 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Cota-Parte do ITR,XGBoost,0.9646973609924316,"81 499.644501 82 6162.160645 83 687.250427 84 593.495239 85 480.590668 86 23.298531 87 3075.539795 88 3062.904053 89 3062.904053 90 3138.361084 91 5726.091309 92 3044.861084 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Herval - RS,Transferencias LC 61_1989,HWES,0.8219971656799316,"108 2786.501709 109 2489.094238 110 2731.421387 111 2925.222412 112 2904.104980 113 2541.310303 114 3030.103516 115 2352.163086 116 2555.302979 117 2470.365967 118 2731.421387 119 2939.562744 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,IPTU,HWES,1.8233482837677002,"108 20527.751953 109 44034.125000 110 404349.656250 111 26133.179688 112 20545.687500 113 401740.531250 114 12111.664062 115 9871.549805 116 11417.987305 117 12119.050781 118 11166.291992 119 6431.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,ISS,HWES,1.001493215560913,"108 37766.394531 109 24269.548828 110 50363.843750 111 50364.148438 112 48393.230469 113 50866.402344 114 48393.230469 115 52156.785156 116 38102.640625 117 48501.261719 118 25395.763672 119 50363.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,ITBI,XGBoost,1.3448808193206787,"107 16129.001953 108 17806.460938 109 14597.366211 110 21303.074219 111 3923.737793 112 16401.267578 113 12212.579102 114 8914.337891 115 9186.729492 116 10038.121094 117 7794.793457 118 11589.380859 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,IRRF,XGBoost,1.0175306797027588,"108 60034.566406 109 94598.054688 110 94598.054688 111 94591.234375 112 94598.054688 113 94667.218750 114 94591.234375 115 94598.054688 116 94598.054688 117 94591.234375 118 94200.195312 119 94598.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do FPM,SARIMAX,0.6979074478149414,"108 1254082.875 109 1893768.875 110 1252959.250 111 1198454.000 112 1893768.875 113 1178665.500 114 1893768.875 115 1252959.250 116 1020573.625 117 1178235.250 118 1893769.375 119 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ICMS,HWES,0.644085168838501,"108 918837.3125 109 887201.5000 110 920669.8125 111 908249.5625 112 914651.1250 113 921688.2500 114 854472.3750 115 930700.8750 116 908306.8750 117 914651.1250 118 848625.3125 119 914651.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do IPVA,SES,0.6120030879974365,"102 113362.820312 103 57094.394531 104 58117.925781 105 36957.039062 106 95253.851562 107 95253.851562 108 99782.375000 109 99782.000000 110 103463.234375 111 102788.273438 112 102703.656250 113 53782.105469 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Cota-Parte do ITR,SES,1.4364933967590332,"71 155.245911 72 198.753510 73 69.073692 74 49.611160 75 57.478954 76 554.018311 77 101.282410 78 130.553619 79 97.037521 80 58.116615 81 -48.921383 82 73.862068 Name: Valor, dtype: float64" Prefeitura Municipal de Miraguaí - RS,Transferencias LC 61_1989,XGBoost,0.690072774887085,"48 5818.699707 49 5921.886719 50 5818.699707 51 7596.291504 52 7596.291504 53 7596.291504 54 7613.671387 55 7596.291504 56 7596.291504 57 7613.671387 58 7595.633301 59 7613.671387 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,IPTU,SARIMAX,0.7847588062286377,"79 9471.152344 80 9483.798828 81 9331.758789 82 9346.665039 83 9346.665039 84 41492.480469 85 288048.156250 86 33854.781250 87 58653.277344 88 1044.700928 89 1303.956299 90 1044.700928 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,ISS,XGBoost,0.6384191513061523,"96 80595.203125 97 80595.203125 98 80671.742188 99 81048.328125 100 80595.281250 101 80595.203125 102 81010.484375 103 81010.484375 104 81010.484375 105 81010.484375 106 81048.328125 107 81048.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,ITBI,AR,0.9858570098876953,"94 47320.582031 95 42138.117188 96 44148.097656 97 41041.234375 98 40667.953125 99 40908.781250 100 44695.625000 101 43829.878906 102 40667.953125 103 42268.031250 104 42302.664062 105 40296.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,IRRF,AR,2.0485622882843018,"96 85785.757812 97 85736.031250 98 85782.671875 99 85782.671875 100 85785.757812 101 85785.757812 102 85785.757812 103 85785.757812 104 85785.757812 105 85750.179688 106 85785.757812 107 85750.179688 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do FPM,SARIMAX,0.6693058013916016,"96 1168560.500 97 1811506.375 98 1104461.125 99 1168560.500 100 1770811.875 101 1168560.500 102 1811506.375 103 1168560.500 104 1170191.875 105 1167009.625 106 1808931.750 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ICMS,SES,0.5322964191436768,"96 453375.53125 97 415750.12500 98 415789.93750 99 453375.53125 100 415793.37500 101 453637.06250 102 498809.03125 103 412733.00000 104 402368.53125 105 401574.68750 106 395750.78125 107 412530.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do IPVA,MLP,1.0919005870819092,"96 201460.475382 97 91057.040663 98 108036.915063 99 204147.489418 100 119789.684840 101 96078.043280 102 330911.333386 103 88232.822154 104 82801.118323 105 88632.699004 106 93908.647187 107 336300.486006 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Cota-Parte do ITR,HWES,0.7446014881134033,"82 223.420074 83 416.251221 84 1070.288940 85 1009.510498 86 181.626190 87 262.697174 88 303.712860 89 3060.826416 90 2983.039307 91 2984.387939 92 2980.604492 93 2980.604492 Name: Valor, dtype: float64" Prefeitura Municipal de Ilópolis - RS,Transferencias LC 61_1989,AR,0.7780520915985107,"96 4217.117676 97 4620.906250 98 4282.274902 99 4034.005371 100 3693.874512 101 4521.844727 102 3715.240967 103 3932.491943 104 4145.617188 105 4217.583496 106 3922.090088 107 4089.793945 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,IPTU,AR,1.1221611499786377,"91 239.659409 92 1037.597778 93 466.068848 94 1043.720825 95 69467.632812 96 1485.982788 97 1241.494385 98 1093.130859 99 635.934753 100 638.379456 101 641.306274 102 579.325195 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,ISS,XGBoost,1.5669896602630615,"108 22736.091797 109 25158.572266 110 25262.164062 111 26771.955078 112 27151.658203 113 27151.658203 114 24426.898438 115 23902.152344 116 23568.580078 117 24204.167969 118 23722.324219 119 24287.537109 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,ITBI,AR,1.2147247791290283,"85 137513.890625 86 3399.436035 87 137136.062500 88 136851.984375 89 137345.828125 90 10272.686523 91 4384.889160 92 6945.442871 93 138637.640625 94 10096.291992 95 137389.140625 96 1543.781128 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,IRRF,MLP,1.0625593662261963,"107 43581.566793 108 44610.398004 109 44988.034636 110 46616.695645 111 47797.336348 112 49374.179306 113 51393.863518 114 53479.310320 115 55335.100001 116 57639.554031 117 57899.025152 118 60860.025059 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do FPM,HWES,0.7374465465545654,"108 1.243665e+06 109 1.893926e+06 110 1.075496e+06 111 1.148330e+06 112 1.244511e+06 113 1.288780e+06 114 1.244511e+06 115 1.075496e+06 116 1.075496e+06 117 9.522373e+05 118 1.244511e+06 119 1.893926e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ICMS,HWES,0.6265537738800049,"108 651518.3750 109 619994.5000 110 619437.2500 111 657145.1250 112 647431.0000 113 658953.6875 114 658953.6875 115 657145.1250 116 657145.1250 117 647431.0000 118 653026.8125 119 647431.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do IPVA,SES,1.3997440338134766,"101 28327.283203 102 28327.283203 103 39995.375000 104 39995.375000 105 36742.109375 106 28327.283203 107 13764.751953 108 13948.941406 109 13989.945312 110 14202.395508 111 19718.828125 112 32909.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Cota-Parte do ITR,MLP,1.4594573974609375,"86 19366.221523 87 10019.277192 88 11727.968661 89 14347.684880 90 18230.262521 91 23116.885795 92 29479.997206 93 37583.067500 94 47224.408717 95 50355.753860 96 46418.292786 97 56549.287160 Name: Valor, dtype: float64" Prefeitura Municipal de Quatro Irmãos - RS,Transferencias LC 61_1989,HWES,0.7528610229492188,"108 5684.375977 109 5154.765137 110 5776.809082 111 6361.974121 112 5745.417969 113 6227.549805 114 6117.115723 115 6265.550781 116 6261.916992 117 5912.410645 118 6036.131348 119 6238.073730 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,IPTU,HWES,1.555650234222412,"108 418079.281250 109 233831.218750 110 223394.687500 111 44634.035156 112 308403.656250 113 85550.625000 114 304965.625000 115 75875.750000 116 352468.468750 117 54953.105469 118 35891.886719 119 91960.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,ISS,MLP,0.6895403861999512,"108 617460.851091 109 567298.662846 110 646890.672066 111 575191.125554 112 686784.788100 113 638632.683037 114 624658.264405 115 636717.524229 116 586365.568800 117 734124.960054 118 601481.984275 119 747100.804983 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,ITBI,HWES,0.6742837429046631,"108 126918.335938 109 147102.546875 110 187058.437500 111 207957.093750 112 157346.125000 113 223043.859375 114 222760.734375 115 210966.734375 116 206852.531250 117 223976.375000 118 210792.546875 119 139667.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,IRRF,SARIMAX,0.6111142635345459,"108 514139.18750 109 514139.18750 110 521306.87500 111 521306.87500 112 521306.87500 113 521306.87500 114 514129.78125 115 514130.12500 116 514129.78125 117 521306.87500 118 514129.75000 119 521306.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do FPM,AR,0.6575689315795898,"108 3054606.50 109 5050050.00 110 2653534.25 111 3054606.50 112 3370913.00 113 3292132.25 114 5050050.00 115 2653534.25 116 2653534.25 117 2506798.25 118 3370913.00 119 5050050.00 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do ICMS,HWES,0.6706802845001221,"108 2913637.50 109 2731625.50 110 2797255.00 111 2906995.25 112 2955305.50 113 2760489.75 114 2908875.00 115 2910615.75 116 2910615.75 117 2918518.25 118 2924732.75 119 2918518.25 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do IPVA,AR,1.118755578994751,"108 8.991389e+05 109 3.860930e+05 110 7.935973e+05 111 1.070201e+06 112 7.617838e+05 113 4.182141e+05 114 3.469528e+05 115 2.954602e+05 116 1.379701e+05 117 8.236739e+04 118 7.708680e+04 119 7.617838e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Cota-Parte do ITR,XGBoost,1.2623445987701416,"72 2.492810e+04 73 2.363589e+04 74 1.847664e+04 75 2.490095e+04 76 1.796141e+04 77 1.654313e+04 78 1.847664e+04 79 2.491430e+04 80 2.369432e+05 81 1.028320e+06 82 4.863105e+04 83 2.394646e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Soledade - RS,Transferencias LC 61_1989,HWES,1.0386717319488525,"108 25484.568359 109 23858.986328 110 19438.777344 111 20420.888672 112 18937.507812 113 21872.314453 114 25362.451172 115 21765.470703 116 20250.767578 117 18230.482422 118 24327.847656 119 25348.419922 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,IPTU,HWES,1.2575507164001465,"93 1584.425415 94 3017.532959 95 62505.441406 96 63972.335938 97 3805.636719 98 16179.018555 99 5320.689453 100 32803.468750 101 7839.354004 102 7699.165527 103 4965.588867 104 7695.061523 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,ISS,XGBoost,0.8482286930084229,"96 14807.715820 97 12496.235352 98 12661.033203 99 12763.711914 100 14807.938477 101 14805.289062 102 14479.840820 103 14479.840820 104 12610.098633 105 14807.938477 106 14231.558594 107 14807.938477 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,ITBI,SARIMAX,0.8966453075408936,"95 7573.638184 96 4342.874512 97 7730.068359 98 7538.422852 99 7373.294434 100 6955.289062 101 14934.101562 102 10472.799805 103 7841.908691 104 14398.985352 105 6656.673340 106 4693.341309 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,IRRF,SARIMAX,0.650113582611084,"96 81818.539062 97 81716.234375 98 81716.234375 99 81716.234375 100 81818.539062 101 81805.156250 102 81818.539062 103 81811.921875 104 81716.234375 105 65653.968750 106 65653.968750 107 81811.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do FPM,HWES,0.7447121143341064,"96 1257583.625 97 1893771.125 98 1056053.875 99 1208860.250 100 1586765.625 101 1208862.000 102 1584368.250 103 1056053.875 104 1120596.000 105 1053758.875 106 1586765.625 107 1893771.125 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ICMS,SARIMAX,0.7164645195007324,"96 984584.0625 97 989424.5625 98 982673.2500 99 985933.7500 100 980338.3750 101 985308.5625 102 985933.7500 103 969155.0000 104 969155.0000 105 965981.9375 106 985877.7500 107 965981.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do IPVA,MLP,1.1524758338928223,"96 84484.848245 97 28304.683066 98 58544.235687 99 57561.685987 100 41304.045924 101 21890.337830 102 19574.888341 103 14467.851166 104 14589.113395 105 12027.733455 106 15606.315887 107 85634.782559 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Cota-Parte do ITR,XGBoost,1.8851814270019531,"82 60.417561 83 2970.290039 84 5013.622070 85 9779.335938 86 15266.862305 87 9309.275391 88 17505.869141 89 13593.014648 90 4725.340332 91 4733.402344 92 13626.897461 93 17530.339844 Name: Valor, dtype: float64" Prefeitura Municipal de Derrubadas - RS,Transferencias LC 61_1989,HWES,0.7862615585327148,"96 6042.679199 97 6094.319336 98 6604.725098 99 6830.860840 100 6346.077148 101 6637.195312 102 6613.274902 103 6607.671387 104 6542.415039 105 6599.406250 106 6600.746094 107 6613.488770 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,IPTU,HWES,0.9986593723297119,"98 5935.932129 99 6520.194336 100 4084.265137 101 13890.438477 102 51819.859375 103 50663.253906 104 5014.974609 105 11688.322266 106 39.659382 107 2151.593506 108 39.659382 109 6255.282227 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,ISS,SARIMAX,1.0547890663146973,"108 42941.812500 109 42748.718750 110 42748.718750 111 38224.023438 112 42546.949219 113 42743.242188 114 42755.187500 115 41895.390625 116 42748.718750 117 42755.187500 118 41952.722656 119 42865.660156 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,ITBI,XGBoost,0.952202558517456,"103 9270.980469 104 5675.429199 105 8011.680664 106 9502.352539 107 9487.285156 108 8234.023438 109 8011.680664 110 7698.514160 111 8297.989258 112 8665.080078 113 3569.780518 114 6236.376953 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,IRRF,MLP,1.0571744441986084,"108 23686.264316 109 48491.973302 110 59574.010187 111 56107.538946 112 55837.464519 113 56736.407167 114 53794.762812 115 56002.891653 116 55838.244371 117 53947.002232 118 64074.066027 119 126391.933159 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do FPM,HWES,0.7233672142028809,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ICMS,HWES,0.6108565330505371,"108 530670.43750 109 457008.84375 110 463139.71875 111 538336.68750 112 548216.25000 113 528629.18750 114 537301.75000 115 538336.87500 116 537301.75000 117 548096.50000 118 536807.56250 119 548096.50000 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do IPVA,MLP,1.1379191875457764,"107 88670.450458 108 34262.503983 109 35978.728319 110 48566.070577 111 42763.872887 112 26994.380884 113 27550.039416 114 25361.455379 115 44489.998794 116 28250.724002 117 28076.619270 118 81710.390333 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Cota-Parte do ITR,XGBoost,0.9636485576629639,"87 1195.505615 88 1397.329102 89 1767.083008 90 1858.797485 91 1855.866211 92 1858.281494 93 354.890961 94 1943.245605 95 379.421539 96 353.151550 97 354.890961 98 354.890961 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim do Sul - RS,Transferencias LC 61_1989,HWES,0.869720458984375,"108 4482.500977 109 4692.057129 110 4248.617676 111 3847.612549 112 3875.827881 113 3953.818848 114 3894.250000 115 4473.342773 116 3778.530029 117 4482.667480 118 4322.112793 119 4330.912598 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,IPTU,HWES,1.223320722579956,"100 1.869584e+06 101 1.833211e+07 102 2.475596e+07 103 3.186287e+06 104 3.132527e+06 105 3.132527e+06 106 3.132527e+06 107 1.530235e+07 108 3.132527e+06 109 3.132527e+06 110 3.132527e+06 111 3.132527e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,ISS,XGBoost,1.2805757522583008,"100 7795767.5 101 7632202.5 102 5031670.5 103 4642762.0 104 5100035.0 105 7140947.0 106 7796023.0 107 7796023.0 108 7597997.5 109 5621622.0 110 7140684.5 111 7796023.0 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,ITBI,SARIMAX,1.0578639507293701,"100 4224930.0 101 4473043.5 102 4542530.5 103 4616479.0 104 4506522.5 105 4561413.0 106 4506522.5 107 4506636.0 108 4616490.0 109 4509744.5 110 4507578.5 111 4506522.5 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,IRRF,MLP,1.0907070636749268,"100 1.444475e+06 101 1.431304e+06 102 1.742663e+06 103 1.814339e+06 104 1.801212e+06 105 1.876239e+06 106 1.888229e+06 107 1.941140e+06 108 2.010506e+06 109 1.980968e+06 110 2.003214e+06 111 2.905166e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do FPM,SARIMAX,0.6509349346160889,"100 5681307.00 101 5662971.50 102 3687086.50 103 3165950.25 104 5681307.00 105 4772663.00 106 5681353.00 107 3165950.25 108 4772663.00 109 3687247.00 110 5681307.00 111 5662971.50 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do ICMS,XGBoost,0.678166389465332,"100 2738455.00 101 2498919.25 102 2738478.50 103 2891946.50 104 3028900.00 105 2715849.25 106 2892150.00 107 2951302.25 108 2800758.75 109 3020026.75 110 2610533.00 111 3020365.50 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do IPVA,SARIMAX,1.9354791641235352,"100 2.325180e+06 101 1.306920e+06 102 1.970380e+06 103 2.036058e+06 104 1.859072e+06 105 1.040526e+06 106 7.084806e+05 107 4.361636e+05 108 1.936772e+05 109 1.605686e+05 110 1.600905e+05 111 2.333303e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Cota-Parte do ITR,XGBoost,1.2138898372650146,"100 19849.619141 101 37861.878906 102 7672.225098 103 7677.071777 104 10095.631836 105 11587.809570 106 7869.195801 107 7985.293945 108 20131.080078 109 87072.000000 110 10377.029297 111 16242.305664 Name: Valor, dtype: float64" Prefeitura Municipal de Gramado - RS,Transferencias LC 61_1989,SES,0.6312534809112549,"64 24445.376953 65 23882.205078 66 24084.433594 67 23505.189453 68 24084.675781 69 23514.025391 70 23863.906250 71 23875.117188 72 23871.462891 73 26014.832031 74 24287.486328 75 23076.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,IPTU,SES,1.0158395767211914,"76 137482.562500 77 135157.921875 78 168802.593750 79 265445.437500 80 252643.687500 81 166457.859375 82 250404.734375 83 164428.906250 84 164428.953125 85 137986.640625 86 137986.640625 87 154152.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,ISS,XGBoost,0.6563220024108887,"76 74357.062500 77 72683.476562 78 72629.328125 79 81550.140625 80 73515.179688 81 84902.296875 82 75019.546875 83 70876.000000 84 69751.273438 85 77477.250000 86 70718.992188 87 70136.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,ITBI,XGBoost,0.6798348426818848,"76 126522.156250 77 145846.765625 78 252385.484375 79 229258.609375 80 223375.796875 81 223375.796875 82 218066.390625 83 227784.031250 84 232260.031250 85 271499.718750 86 229257.359375 87 229257.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,IRRF,SARIMAX,0.6061229705810547,"76 121261.515625 77 241719.187500 78 241719.187500 79 241719.187500 80 241719.187500 81 242703.062500 82 242711.765625 83 242703.062500 84 242710.187500 85 242710.187500 86 242711.765625 87 242711.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do ICMS,XGBoost,0.7051961421966553,"76 1406239.250 77 1672927.125 78 1676467.875 79 1440718.875 80 1676467.875 81 1473980.750 82 1473980.750 83 1672927.125 84 1568582.875 85 1410018.125 86 1405294.625 87 1676467.875 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do IPVA,MLP,0.5829610824584961,"74 164326.392091 75 95973.107839 76 101207.632311 77 126436.058703 78 122866.645302 79 95478.006858 80 90467.250577 81 88303.767568 82 82359.638923 83 83481.334059 84 82356.004279 85 132005.140098 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Cota-Parte do ITR,XGBoost,1.0630195140838623,"75 75587.773438 76 623136.000000 77 623609.625000 78 623609.625000 79 619598.812500 80 623799.562500 81 619627.937500 82 619627.937500 83 629023.687500 84 15508.441406 85 626886.437500 86 626886.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Cacequi - RS,Transferencias LC 61_1989,MLP,0.8270342350006104,"52 18495.061661 53 19102.824832 54 18794.898033 55 18541.539360 56 17954.127070 57 17848.231669 58 18280.397728 59 17636.335837 60 18478.166746 61 18669.756549 62 17923.204260 63 18475.430040 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,IPTU,HWES,1.4732751846313477,"108 215748.734375 109 152580.875000 110 152626.062500 111 16760.894531 112 17258.867188 113 16184.322266 114 16803.251953 115 16054.306641 116 14248.411133 117 16602.978516 118 52008.441406 119 17692.419922 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,ISS,SARIMAX,0.8801589012145996,"108 784724.0000 109 806248.1875 110 752638.1250 111 785259.6875 112 815053.8125 113 815053.8125 114 752638.1250 115 815053.8125 116 752613.8750 117 815053.8125 118 752638.1250 119 752638.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,ITBI,AR,1.387897253036499,"103 7217.624512 104 5206.757324 105 9639.141602 106 59399.164062 107 26783.328125 108 5440.555176 109 10169.821289 110 7890.655762 111 12068.496094 112 30306.708984 113 11736.360352 114 5547.940430 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,IRRF,XGBoost,0.6899394989013672,"108 181451.171875 109 181767.375000 110 181766.281250 111 181766.281250 112 181766.281250 113 181766.281250 114 181766.281250 115 181766.281250 116 181766.281250 117 181766.281250 118 181766.281250 119 181766.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do FPM,HWES,0.6830270290374756,"108 1.021771e+06 109 1.893746e+06 110 1.084928e+06 111 1.123731e+06 112 1.194494e+06 113 1.229337e+06 114 1.195735e+06 115 9.580259e+05 116 1.084929e+06 117 9.518118e+05 118 1.194494e+06 119 1.796788e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ICMS,HWES,0.6476137638092041,"108 516881.18750 109 514635.00000 110 501853.65625 111 509785.62500 112 610477.37500 113 488262.21875 114 509785.62500 115 490204.12500 116 509785.62500 117 631050.06250 118 518372.62500 119 631050.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do IPVA,XGBoost,0.6652305126190186,"108 146626.250000 109 103177.085938 110 106995.468750 111 145459.953125 112 145772.296875 113 94355.796875 114 56315.085938 115 12677.119141 116 50863.125000 117 19125.324219 118 10993.479492 119 146626.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Cota-Parte do ITR,AR,1.5333821773529053,"92 18778.078125 93 10302.372070 94 12484.928711 95 15727.951172 96 11858.794922 97 10637.964844 98 26502.730469 99 16864.470703 100 17308.445312 101 333803.687500 102 29661.042969 103 33865.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Minas do Leão - RS,Transferencias LC 61_1989,HWES,0.7800662517547607,"108 3244.848877 109 4862.191406 110 6524.738770 111 5590.867188 112 5655.675781 113 5524.062988 114 5058.998535 115 5328.170410 116 5457.647949 117 4817.598145 118 5530.645020 119 4515.150391 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,IPTU,SARIMAX,0.8693172931671143,"106 280206.968750 107 358055.937500 108 146213.390625 109 152457.296875 110 113502.328125 111 141303.890625 112 113434.046875 113 113819.937500 114 141305.265625 115 113434.046875 116 115156.304688 117 140213.968750 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,ISS,HWES,0.9701545238494873,"108 1180454.375 109 1398003.000 110 1574628.000 111 1574392.750 112 1383620.250 113 760132.625 114 1409434.250 115 1383620.250 116 1409434.250 117 1398014.000 118 1418567.500 119 1409434.250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,ITBI,SARIMAX,1.0089111328125,"105 28295.957031 106 35635.957031 107 28835.369141 108 39927.304688 109 34462.816406 110 65284.160156 111 34147.699219 112 29429.851562 113 42055.425781 114 34152.582031 115 37587.878906 116 29429.876953 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,IRRF,XGBoost,0.732529878616333,"108 376206.43750 109 376206.43750 110 376206.43750 111 376206.43750 112 376206.43750 113 376206.43750 114 376206.43750 115 376206.43750 116 376206.43750 117 376206.43750 118 376206.43750 119 376212.40625 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do FPM,HWES,0.7112441062927246,"108 3115216.25 109 4419823.00 110 2394151.75 111 2797443.50 112 3113742.00 113 3130718.50 114 3074495.75 115 2512170.50 116 2606694.25 117 2306695.25 118 3113742.00 119 4419823.00 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ICMS,MLP,1.1189484596252441,"108 2.141763e+06 109 2.289906e+06 110 2.316707e+06 111 2.236868e+06 112 2.139531e+06 113 2.265756e+06 114 2.227898e+06 115 2.186363e+06 116 2.176541e+06 117 2.026642e+06 118 2.259022e+06 119 2.107680e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do IPVA,MLP,0.6475648880004883,"106 549202.758807 107 285888.660923 108 371013.802503 109 440367.778634 110 385557.846921 111 232661.318648 112 207721.441747 113 188770.742636 114 175093.514014 115 168731.720399 116 171598.463721 117 474314.467014 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Cota-Parte do ITR,XGBoost,1.1552839279174805,"93 83943.796875 94 79405.171875 95 85252.328125 96 85037.632812 97 79405.171875 98 84361.687500 99 85741.328125 100 85037.632812 101 32159.677734 102 284629.812500 103 68591.804688 104 68591.804688 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Norte - RS,Transferencias LC 61_1989,XGBoost,1.2216644287109375,"108 10013.477539 109 21013.451172 110 17545.107422 111 16399.699219 112 16016.740234 113 16027.916016 114 16027.916016 115 16135.305664 116 15984.890625 117 16494.154297 118 19786.185547 119 21220.919922 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,IPTU,XGBoost,1.092848300933838,"98 12816.806641 99 283813.750000 100 283799.781250 101 628823.500000 102 634763.375000 103 635246.312500 104 630184.062500 105 429037.343750 106 630184.062500 107 630064.375000 108 629854.312500 109 636267.812500 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,ISS,SARIMAX,0.9481265544891357,"108 35057.125000 109 35005.136719 110 35073.882812 111 34987.519531 112 35057.125000 113 35110.535156 114 35042.683594 115 35073.882812 116 35110.535156 117 35110.535156 118 35110.535156 119 35073.882812 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,ITBI,XGBoost,0.6458554267883301,"108 21237.255859 109 11798.380859 110 8571.611328 111 9174.540039 112 9091.973633 113 10667.447266 114 20452.304688 115 21016.322266 116 34718.031250 117 21729.230469 118 39289.234375 119 49476.476562 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,IRRF,SARIMAX,1.1929597854614258,"108 2812.961426 109 122030.507812 110 114517.179688 111 114517.179688 112 119337.125000 113 115581.789062 114 114517.179688 115 126118.335938 116 114517.179688 117 114517.179688 118 126118.335938 119 126118.414062 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do FPM,HWES,0.7175388336181641,"108 1272901.500 109 1893971.000 110 1094091.875 111 1187110.625 112 1273107.250 113 1312215.750 114 1273107.250 115 1094091.875 116 1094089.125 117 997755.000 118 1273107.250 119 1893971.000 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ICMS,HWES,0.6711146831512451,"108 771531.5000 109 689365.8750 110 691890.3750 111 734640.1250 112 742248.3750 113 722440.6875 114 734640.1250 115 719798.0625 116 727843.4375 117 742248.3750 118 722440.6875 119 724157.0000 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do IPVA,AR,1.0834996700286865,"108 260770.203125 109 40498.882812 110 85479.218750 111 180496.421875 112 232939.218750 113 64917.414062 114 41317.710938 115 38598.039062 116 23613.744141 117 31469.169922 118 23613.744141 119 265691.125000 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Cota-Parte do ITR,AR,0.8938829898834229,"83 508.110748 84 823.131958 85 7315.887695 86 7605.479980 87 7622.177246 88 7608.576660 89 7601.450684 90 7611.542480 91 7780.571289 92 7780.571289 93 7611.542480 94 7614.868652 Name: Valor, dtype: float64" Prefeitura Municipal de David Canabarro - RS,Transferencias LC 61_1989,MLP,1.3402245044708252,"108 1501.914414 109 1048.910409 110 1154.890943 111 1240.207646 112 1150.725724 113 1209.725002 114 1198.240970 115 1031.469648 116 1042.699953 117 1468.813372 118 872.828624 119 1039.427909 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,IPTU,XGBoost,1.8840067386627197,"88 5.595660e+04 89 7.186551e+04 90 1.082739e+06 91 1.062904e+05 92 7.447948e+04 93 6.829074e+04 94 7.416297e+04 95 1.725723e+05 96 7.172032e+04 97 7.716898e+04 98 8.577835e+04 99 7.447872e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,ISS,MLP,0.6116743087768555,"96 120505.748612 97 120151.405993 98 129338.934372 99 125443.086094 100 125125.982545 101 127988.481006 102 134446.127055 103 124795.218935 104 132681.706995 105 135912.860494 106 129637.979537 107 128462.485168 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,ITBI,MLP,0.7198395729064941,"96 36183.890475 97 35999.949987 98 37549.842951 99 40398.195718 100 39760.460795 101 38018.013198 102 36201.821824 103 35210.425791 104 38834.852069 105 42788.295918 106 39079.884355 107 38969.030725 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,IRRF,SARIMAX,0.710573673248291,"96 237703.921875 97 278804.781250 98 272374.593750 99 340053.718750 100 237151.875000 101 274638.718750 102 274815.781250 103 340053.718750 104 237061.546875 105 307730.593750 106 307730.593750 107 340053.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do FPM,SARIMAX,0.6705384254455566,"96 1619998.750 97 1921726.000 98 1411200.125 99 1619998.750 100 1921726.000 101 1663655.375 102 1613051.250 103 1663655.375 104 1613051.250 105 1613051.250 106 1921726.000 107 1921726.000 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do ICMS,XGBoost,0.7012619972229004,"96 770881.7500 97 956086.5000 98 880355.3125 99 752013.4375 100 960896.5000 101 752407.5000 102 751964.8750 103 956037.9375 104 716026.1875 105 754021.6250 106 770657.6875 107 952300.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do IPVA,MLP,1.2022793292999268,"92 456772.656467 93 155057.658661 94 218579.196952 95 299587.805962 96 219853.781224 97 140627.140380 98 119556.206644 99 111636.438200 100 91100.505321 101 87145.236471 102 92601.333787 103 802273.649402 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Cota-Parte do ITR,SARIMAX,1.018317461013794,"91 1591.085205 92 1662.833008 93 1767.803345 94 1621.479370 95 21364.707031 96 5620.417969 97 5650.811523 98 5620.417969 99 16861.087891 100 60274.562500 101 1092.413208 102 1092.016357 Name: Valor, dtype: float64" Prefeitura Municipal de Jaguari - RS,Transferencias LC 61_1989,SES,1.0137479305267334,"36 9886.204102 37 9904.726562 38 7744.044922 39 8048.263184 40 9915.351562 41 9904.724609 42 9904.724609 43 9885.714844 44 9891.716797 45 9885.717773 46 9891.716797 47 9885.714844 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,IPTU,SES,1.4266188144683838,"100 17972.667969 101 24720.371094 102 28379.556641 103 23215.263672 104 84869.992188 105 134012.578125 106 94805.476562 107 80581.320312 108 94406.195312 109 80581.320312 110 80581.320312 111 94265.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,ISS,MLP,1.1805496215820312,"108 15257.903476 109 15085.773548 110 20608.679935 111 14854.667775 112 25971.435385 113 18959.061605 114 16487.067143 115 15934.173882 116 14755.524450 117 15977.889085 118 15075.950720 119 16543.499789 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,ITBI,HWES,0.819882869720459,"108 30888.429688 109 34671.531250 110 26521.937500 111 12451.809570 112 20499.003906 113 18248.003906 114 -96.928764 115 -451.528503 116 23534.248047 117 -4183.598145 118 2837.550537 119 -4285.381836 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,IRRF,XGBoost,0.7725698947906494,"104 130876.828125 105 140049.046875 106 140049.046875 107 140049.015625 108 140421.859375 109 140049.015625 110 140049.015625 111 140049.015625 112 140049.015625 113 140049.046875 114 140049.046875 115 143750.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do FPM,HWES,0.7116916179656982,"108 1165516.625 109 1859933.375 110 1369308.750 111 1166901.750 112 1856709.125 113 1593624.250 114 1567049.375 115 1369338.750 116 1360986.125 117 1364057.375 118 1653193.875 119 1856709.125 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ICMS,HWES,0.730945348739624,"108 661094.0000 109 606838.8750 110 598613.0000 111 664001.6250 112 668407.8750 113 654459.3125 114 659241.9375 115 659241.9375 116 659241.9375 117 666557.7500 118 657597.5000 119 666557.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do IPVA,XGBoost,0.6085457801818848,"107 67321.140625 108 51575.640625 109 83264.093750 110 20062.552734 111 44624.894531 112 49643.695312 113 44438.492188 114 52852.199219 115 34114.910156 116 12878.745117 117 12878.745117 118 52446.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Cota-Parte do ITR,XGBoost,1.3007099628448486,"101 5918.713867 102 5702.081055 103 5702.081055 104 5562.837891 105 5749.552246 106 5641.467773 107 5563.162598 108 5492.729980 109 5477.145508 110 1729.021729 111 7326.343262 112 7351.929199 Name: Valor, dtype: float64" Prefeitura Municipal de Ibirapuitã - RS,Transferencias LC 61_1989,SES,0.9361288547515869,"108 5815.987793 109 5652.102539 110 5233.871582 111 5348.020996 112 4948.601074 113 4757.420410 114 4835.004395 115 5294.115234 116 5405.056152 117 5658.415039 118 5254.450195 119 4764.178711 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,IPTU,MLP,1.21610426902771,"108 1.296278e+06 109 3.163352e+06 110 5.202012e+05 111 4.307501e+05 112 4.676909e+05 113 4.547113e+05 114 3.856398e+05 115 2.627739e+05 116 3.334249e+05 117 4.976532e+05 118 8.137205e+05 119 4.290876e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,ISS,XGBoost,0.7589855194091797,"108 7.606483e+05 109 1.158034e+06 110 1.160377e+06 111 7.606528e+05 112 1.158034e+06 113 1.158034e+06 114 1.160377e+06 115 1.158034e+06 116 8.094772e+05 117 7.606528e+05 118 1.158034e+06 119 1.158034e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,ITBI,XGBoost,0.7642006874084473,"108 341732.50000 109 242566.75000 110 293725.59375 111 432622.43750 112 272895.62500 113 265722.93750 114 210424.09375 115 381184.96875 116 408833.43750 117 407930.03125 118 377052.56250 119 414869.93750 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,IRRF,MLP,1.616938829421997,"108 1.039705e+06 109 1.397598e+06 110 1.197459e+06 111 1.288554e+06 112 1.238444e+06 113 1.255869e+06 114 1.269684e+06 115 1.302056e+06 116 1.343069e+06 117 1.324030e+06 118 1.448425e+06 119 1.924826e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do FPM,HWES,0.791043758392334,"108 5067165.00 109 7575074.50 110 4302286.50 111 4715512.00 112 5955008.50 113 5067165.00 114 6423432.50 115 4302286.50 116 4300577.50 117 3953028.75 118 5955008.50 119 7575074.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ICMS,HWES,0.8271563053131104,"108 6510067.5 109 5696091.0 110 5900283.0 111 6736072.0 112 6895317.5 113 6635609.0 114 6708000.0 115 6736153.0 116 6736153.0 117 6585484.0 118 6635496.5 119 6585484.0 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do IPVA,HWES,1.075775384902954,"108 1.523383e+06 109 7.558080e+05 110 1.558733e+06 111 1.543875e+06 112 1.567042e+06 113 8.049844e+05 114 7.241042e+05 115 6.374594e+05 116 1.541312e+05 117 1.367548e+05 118 1.367548e+05 119 1.446590e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Cota-Parte do ITR,SARIMAX,1.3614192008972168,"108 8.155404e+05 109 7.614408e+04 110 1.148683e+05 111 7.353532e+04 112 7.840658e+04 113 7.840658e+04 114 8.308229e+04 115 7.353532e+04 116 6.305434e+05 117 3.639122e+06 118 8.951022e+05 119 8.951022e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Gabriel - RS,Transferencias LC 61_1989,XGBoost,0.7819533348083496,"108 63733.230469 109 53450.859375 110 51719.425781 111 51874.480469 112 53161.132812 113 55479.984375 114 55088.914062 115 52425.000000 116 53702.359375 117 60390.835938 118 51719.464844 119 54836.800781 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,IPTU,HWES,0.7032725811004639,"93 17386.812500 94 16690.224609 95 27045.248047 96 21407.101562 97 20025.042969 98 64895.152344 99 94319.390625 100 101270.179688 101 51175.386719 102 44224.457031 103 44685.093750 104 39202.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,ISS,HWES,0.9645295143127441,"96 51593.996094 97 64247.519531 98 63885.863281 99 49267.464844 100 49283.359375 101 49267.464844 102 49968.039062 103 49267.464844 104 47128.613281 105 48916.718750 106 47817.648438 107 49252.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,ITBI,MLP,0.6716518402099609,"96 95333.849949 97 83761.777327 98 101350.136334 99 102578.723973 100 90824.122653 101 100915.804002 102 81757.898364 103 84115.356208 104 91735.403767 105 85000.595565 106 84652.794610 107 80876.624756 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,IRRF,Prophet,0.8790585994720459,"96 397617.25000 97 355738.18750 98 355738.18750 99 349443.90625 100 355738.18750 101 355738.18750 102 355738.18750 103 355738.18750 104 355738.18750 105 355854.96875 106 355738.18750 107 429265.40625 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do FPM,HWES,0.6924147605895996,"96 1.228844e+06 97 1.893770e+06 98 1.035621e+06 99 1.153364e+06 100 1.228845e+06 101 1.247852e+06 102 1.246980e+06 103 1.035621e+06 104 1.041719e+06 105 9.658540e+05 106 1.228845e+06 107 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do ICMS,SES,0.623042106628418,"96 1838675.875 97 1502992.500 98 1728015.500 99 1885921.125 100 1902603.875 101 1833916.000 102 1899430.250 103 1860367.250 104 1856117.750 105 1923495.125 106 1824311.000 107 1899914.250 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Cota-Parte do IPVA,AR,1.032454252243042,"96 227698.968750 97 167577.359375 98 195774.140625 99 244843.203125 100 202381.375000 101 70863.015625 102 34195.394531 103 34195.394531 104 30765.230469 105 22001.962891 106 21077.648438 107 195774.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Jóia - RS,Transferencias LC 61_1989,HWES,1.2028419971466064,"96 17240.962891 97 17117.619141 98 17368.113281 99 17216.781250 100 17103.876953 101 19108.542969 102 17921.244141 103 16946.259766 104 18279.412109 105 18411.652344 106 16426.457031 107 17256.761719 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,IPTU,AR,2.2406039237976074,"102 5968.167480 103 7257.206543 104 35363.257812 105 51785.273438 106 51765.601562 107 36274.722656 108 34846.718750 109 34885.917969 110 34846.718750 111 34278.531250 112 33171.339844 113 34970.417969 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,ISS,MLP,0.8851015567779541,"104 2069.955484 105 2013.095050 106 2515.499249 107 2004.134177 108 2525.769037 109 2349.288967 110 2780.092494 111 3081.723360 112 2564.176903 113 2345.429981 114 2047.391109 115 1756.303821 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,ITBI,XGBoost,1.3707892894744873,"90 19783.406250 91 16776.125000 92 18678.210938 93 20486.060547 94 19206.972656 95 17869.326172 96 16781.632812 97 19156.691406 98 18240.792969 99 16450.857422 100 18240.792969 101 16790.132812 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,IRRF,SARIMAX,1.1254074573516846,"104 64920.757812 105 65344.117188 106 65276.671875 107 65132.500000 108 65132.500000 109 65132.500000 110 65132.500000 111 65276.781250 112 65132.500000 113 65132.500000 114 65276.781250 115 65344.117188 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do FPM,HWES,0.6892874240875244,"104 1375110.125 105 1893768.625 106 1112115.000 107 1167892.000 108 1231883.125 109 1374240.625 110 1233963.375 111 1112115.000 112 1112104.375 113 983039.500 114 1231883.125 115 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ICMS,SARIMAX,1.2254791259765625,"104 473105.28125 105 463770.46875 106 466069.53125 107 469284.06250 108 472756.84375 109 458534.18750 110 469284.06250 111 474330.18750 112 474330.18750 113 471020.43750 114 469283.96875 115 471020.43750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do IPVA,XGBoost,1.218036413192749,"100 28977.021484 101 11601.805664 102 34159.664062 103 37653.070312 104 37813.402344 105 9074.219727 106 5568.291016 107 7323.587402 108 5192.854980 109 2636.293457 110 3504.797363 111 36322.457031 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Cota-Parte do ITR,HWES,1.255218267440796,"68 4656.086914 69 6457.361816 70 6486.916992 71 3621.552490 72 3621.552490 73 3208.181885 74 6494.964355 75 1339.407837 76 6683.770508 77 30032.576172 78 3208.181885 79 3208.181885 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro das Missões - RS,Transferencias LC 61_1989,XGBoost,0.7052669525146484,"44 3108.355957 45 2931.653564 46 2348.921875 47 2614.188721 48 2348.944824 49 2618.279785 50 2559.759521 51 2928.678467 52 2594.627686 53 2880.291748 54 2950.126953 55 3065.807373 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,IPTU,SARIMAX,1.1827502250671387,"103 -1587.471558 104 2701.682129 105 101473.742188 106 949883.437500 107 159897.968750 108 159957.921875 109 129781.367188 110 46142.921875 111 65205.906250 112 104967.687500 113 60712.824219 114 67077.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,ISS,XGBoost,0.7379491329193115,"108 400168.31250 109 400982.25000 110 462737.68750 111 482982.53125 112 460492.75000 113 461545.03125 114 385086.96875 115 458865.81250 116 385086.96875 117 460492.75000 118 461545.03125 119 461894.59375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,ITBI,XGBoost,0.938528299331665,"108 29572.390625 109 33838.824219 110 25117.539062 111 38655.730469 112 21634.234375 113 33929.285156 114 24033.658203 115 27953.941406 116 28940.802734 117 29627.880859 118 17973.972656 119 13515.301758 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,IRRF,SARIMAX,0.6903369426727295,"107 129116.523438 108 129113.937500 109 127470.554688 110 130119.882812 111 127470.554688 112 130119.882812 113 127470.554688 114 191871.828125 115 127470.554688 116 199263.531250 117 130119.882812 118 199263.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do FPM,SARIMAX,0.6773881912231445,"108 1.252828e+06 109 1.888764e+06 110 1.070596e+06 111 1.194990e+06 112 1.309542e+06 113 1.270702e+06 114 1.300753e+06 115 1.070596e+06 116 1.104565e+06 117 9.689487e+05 118 1.309542e+06 119 1.888764e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ICMS,HWES,0.6088018417358398,"108 1997366.375 109 1868034.000 110 1872049.625 111 1997084.500 112 2015238.625 113 1997366.375 114 2027289.625 115 2012350.875 116 2012350.875 117 1959442.500 118 2014706.125 119 1976231.875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do IPVA,AR,1.1731293201446533,"108 481563.437500 109 221507.296875 110 235799.140625 111 429584.437500 112 460151.375000 113 187708.078125 114 184099.734375 115 81740.414062 116 31181.775391 117 17465.683594 118 25884.136719 119 417214.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Cota-Parte do ITR,XGBoost,1.2224855422973633,"104 135.357101 105 67.825935 106 127.438698 107 128.695938 108 146.185822 109 127.510269 110 128.695938 111 87.497467 112 9413.917969 113 9365.265625 114 213.676666 115 116.138733 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Bassano - RS,Transferencias LC 61_1989,SES,0.6913416385650635,"108 11675.143555 109 10404.646484 110 13195.133789 111 13350.897461 112 13711.312500 113 13429.856445 114 14108.613281 115 11195.974609 116 13104.501953 117 10558.156250 118 13193.351562 119 11787.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,IPTU,HWES,1.8641986846923828,"98 21020.123047 99 21237.355469 100 30559.607422 101 31274.052734 102 5772.935547 103 4760.587891 104 5922.098145 105 5922.104980 106 4763.441895 107 4762.408203 108 5638.239258 109 19075.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,ISS,SARIMAX,1.363497257232666,"100 17154.570312 101 15171.858398 102 19258.203125 103 19683.140625 104 26332.023438 105 26313.705078 106 27587.503906 107 27915.080078 108 18531.013672 109 21332.947266 110 27559.294922 111 16473.939453 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,ITBI,HWES,1.0864880084991455,"98 1.544715e+05 99 1.620263e+05 100 1.593750e+05 101 1.538760e+05 102 1.527481e+05 103 1.527481e+05 104 1.623541e+05 105 1.593750e+05 106 1.286754e+06 107 7.594883e+04 108 7.615223e+04 109 7.600298e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,IRRF,XGBoost,1.277580976486206,"100 53364.539062 101 53350.210938 102 37371.226562 103 37371.226562 104 59853.761719 105 53341.769531 106 53350.210938 107 59853.761719 108 37371.226562 109 53364.539062 110 53350.210938 111 59853.761719 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do FPM,SARIMAX,0.7671322822570801,"100 1893569.125 101 1893768.625 102 1577337.875 103 1584258.125 104 1893569.125 105 1590458.875 106 1893768.625 107 1577337.875 108 1578978.625 109 1323784.875 110 1893768.625 111 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do ICMS,SARIMAX,0.7268517017364502,"100 707524.7500 101 622861.2500 102 677721.3750 103 708653.7500 104 705733.2500 105 709063.8750 106 718394.5625 107 718394.6250 108 718394.6250 109 691435.9375 110 708687.1250 111 691435.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do IPVA,AR,1.1403183937072754,"99 45755.261719 100 23593.845703 101 26137.300781 102 38479.410156 103 38807.171875 104 26297.361328 105 11411.411133 106 13002.319336 107 12998.991211 108 12752.088867 109 12733.945312 110 55943.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Cota-Parte do ITR,XGBoost,1.409468412399292,"87 22562.255859 88 9118.176758 89 10177.211914 90 10925.705078 91 10925.705078 92 10430.238281 93 10339.239258 94 11455.931641 95 61901.078125 96 200521.843750 97 48270.324219 98 49419.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Unistalda - RS,Transferencias LC 61_1989,XGBoost,0.6555697917938232,"40 7383.273438 41 7383.273438 42 7383.530273 43 7383.427246 44 7383.273438 45 7383.292969 46 7383.881836 47 7380.867676 48 7382.996094 49 7383.530273 50 7383.292969 51 7383.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,IPTU,MLP,0.9903595447540283,"108 7.308727e+06 109 7.381440e+06 110 4.269576e+06 111 3.176708e+06 112 3.306222e+06 113 3.835651e+06 114 4.764362e+06 115 3.141532e+06 116 2.824454e+06 117 2.716561e+06 118 3.290613e+06 119 2.832297e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,ISS,MLP,1.0692331790924072,"108 2.570368e+06 109 2.467292e+06 110 2.382030e+06 111 2.453715e+06 112 2.462848e+06 113 2.460817e+06 114 2.715419e+06 115 3.279472e+06 116 2.662811e+06 117 2.685998e+06 118 2.643536e+06 119 2.891309e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,ITBI,MLP,1.0909810066223145,"108 1.474521e+06 109 1.129267e+06 110 1.390865e+06 111 1.561125e+06 112 1.276618e+06 113 1.270343e+06 114 1.342403e+06 115 1.581634e+06 116 1.563049e+06 117 1.226146e+06 118 1.609823e+06 119 1.828467e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,IRRF,SARIMAX,0.7329611778259277,"108 6.604827e+05 109 6.783661e+05 110 6.783299e+05 111 6.783661e+05 112 7.696739e+05 113 6.783299e+05 114 6.783299e+05 115 6.783299e+05 116 6.783299e+05 117 6.783299e+05 118 6.783299e+05 119 1.641231e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do FPM,HWES,0.701547384262085,"108 4146774.75 109 6312562.00 110 3664227.75 111 3983403.50 112 4160463.75 113 4230893.00 114 4160467.50 115 3664227.75 116 3844694.00 117 3452703.25 118 4160463.75 119 6317312.00 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do ICMS,HWES,0.6436758041381836,"108 2165084.500 109 2041234.375 110 2042162.250 111 2221263.500 112 2239056.750 113 2213549.750 114 2221263.500 115 2215377.250 116 2215377.250 117 2210481.250 118 2174457.750 119 2210481.250 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do IPVA,AR,0.9964320659637451,"108 1.527414e+06 109 9.439195e+05 110 1.730508e+06 111 1.843917e+06 112 2.032254e+06 113 1.123303e+06 114 6.423122e+05 115 5.112896e+05 116 3.085834e+05 117 2.381875e+05 118 1.467543e+05 119 1.989307e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Cota-Parte do ITR,MLP,1.9339714050292969,"106 3325.852083 107 1934.790443 108 1590.707884 109 1784.365072 110 1507.692940 111 1454.780422 112 2095.187959 113 1739.483206 114 7735.607638 115 28391.761744 116 5270.539185 117 6632.609488 Name: Valor, dtype: float64" Prefeitura Municipal de Canela - RS,Transferencias LC 61_1989,HWES,0.8657469749450684,"108 17506.359375 109 18579.001953 110 18332.964844 111 18669.447266 112 16984.345703 113 17156.083984 114 17167.769531 115 16500.046875 116 16515.566406 117 16476.136719 118 17845.097656 119 18358.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,IPTU,AR,1.1246418952941895,"92 4372.140137 93 4347.303223 94 3543.170654 95 2963.586914 96 3543.170654 97 69773.148438 98 30442.000000 99 3468.750977 100 24231.820312 101 5429.170898 102 -2055.951172 103 -1334.433472 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,ISS,MLP,1.3097383975982666,"108 250896.053461 109 290541.659461 110 259758.460120 111 288703.618864 112 305644.284894 113 322076.781859 114 340142.483321 115 365282.736183 116 383240.309490 117 400912.164252 118 424242.083624 119 451996.347892 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,ITBI,SARIMAX,1.1641850471496582,"106 32656.546875 107 24571.685547 108 19515.994141 109 17645.300781 110 44784.312500 111 18383.197266 112 31556.042969 113 39185.140625 114 18327.414062 115 39701.394531 116 35639.222656 117 43385.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,IRRF,SARIMAX,0.6553034782409668,"108 126402.046875 109 131303.218750 110 134984.312500 111 134984.312500 112 235291.500000 113 215951.671875 114 131296.656250 115 127733.859375 116 235291.500000 117 123388.960938 118 216055.046875 119 235291.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do FPM,HWES,0.7315661907196045,"108 1250755.500 109 1894371.000 110 1080416.375 111 1147688.125 112 1251372.250 113 1282951.125 114 1251939.375 115 1080416.375 116 1080412.250 117 944979.500 118 1251372.250 119 1894371.000 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ICMS,HWES,0.7013685703277588,"108 732361.1250 109 591988.9375 110 617533.1250 111 745526.5625 112 752130.0625 113 672900.2500 114 729884.7500 115 745579.3125 116 700114.2500 117 715378.9375 118 695291.7500 119 715378.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do IPVA,XGBoost,1.0902161598205566,"108 82961.750000 109 67140.117188 110 47105.250000 111 109922.796875 112 110163.828125 113 48295.960938 114 51291.417969 115 40036.941406 116 142700.984375 117 39149.000000 118 17286.650391 119 86686.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Cota-Parte do ITR,XGBoost,1.3687431812286377,"87 184.898056 88 -176.971161 89 2600.177734 90 183.859406 91 -202.366425 92 66.122879 93 66.122879 94 175.717667 95 -2507.100586 96 -1932.706787 97 -2423.496094 98 -2443.795166 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Barros - RS,Transferencias LC 61_1989,AR,1.36722993850708,"108 6113.960449 109 6143.518555 110 6310.259277 111 6748.134766 112 6193.180664 113 6290.520996 114 6322.274902 115 6399.707520 116 6843.379883 117 6241.164062 118 6321.112305 119 6226.180176 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,IPTU,HWES,1.1316108703613281,"108 -459.184235 109 33587.898438 110 45719.742188 111 131350.031250 112 165759.453125 113 24050.234375 114 11966.428711 115 -27833.572266 116 -33618.656250 117 41.646240 118 58.867088 119 -46332.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,ISS,SES,0.7030673027038574,"108 45959.757812 109 39270.753906 110 40525.535156 111 49657.875000 112 46847.734375 113 46847.730469 114 46847.734375 115 46847.734375 116 49552.082031 117 46212.046875 118 45959.757812 119 46847.730469 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,ITBI,SARIMAX,1.6566476821899414,"95 29844.062500 96 22810.992188 97 37867.707031 98 37898.488281 99 22810.992188 100 28324.849609 101 42916.835938 102 34451.085938 103 34120.695312 104 27272.566406 105 27828.394531 106 24372.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,IRRF,MLP,1.22914457321167,"108 61025.313894 109 59117.439881 110 60836.341280 111 61587.817551 112 62851.647123 113 65656.699809 114 65441.881310 115 70024.420363 116 68602.610225 117 73469.865510 118 72763.068134 119 49624.894118 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do FPM,HWES,0.7116696834564209,"108 1203554.750 109 1894464.875 110 1082102.125 111 1136733.375 112 1204811.875 113 1253457.500 114 1204811.875 115 1082102.125 116 1082102.125 117 931872.000 118 1204811.875 119 1894464.875 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ICMS,SARIMAX,0.9165098667144775,"108 800850.6250 109 692481.4375 110 765247.7500 111 806091.3125 112 805713.3125 113 793451.8125 114 806091.3125 115 805146.3750 116 806091.3125 117 805713.3125 118 800850.6250 119 805713.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do IPVA,AR,1.3807966709136963,"108 207491.125000 109 38164.257812 110 44405.589844 111 128603.031250 112 106405.679688 113 19246.128906 114 19246.128906 115 21961.244141 116 19194.781250 117 18928.148438 118 19012.871094 119 200747.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Cota-Parte do ITR,HWES,0.9878377914428711,"87 -276.832520 88 -102.966087 89 2618.066406 90 2212.524170 91 1929.160278 92 1862.442871 93 1560.296509 94 2139.684082 95 108.416580 96 1263.792114 97 -291.301758 98 -291.301758 Name: Valor, dtype: float64" Prefeitura Municipal de Jacutinga - RS,Transferencias LC 61_1989,XGBoost,0.82576584815979,"108 7135.891602 109 6751.274902 110 6799.968262 111 7645.511719 112 7492.471191 113 7601.962891 114 7460.140625 115 7889.417480 116 7601.056641 117 7340.463379 118 7312.476562 119 7414.990234 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,IPTU,SARIMAX,1.1551463603973389,"105 3238.738037 106 5911.616211 107 125362.078125 108 164174.671875 109 10140.991211 110 14160.585938 111 3239.089600 112 1810.404297 113 3239.525391 114 2691.900391 115 12821.364258 116 4240.570312 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,ISS,XGBoost,0.9981627464294434,"108 21830.480469 109 25970.466797 110 21830.480469 111 25326.232422 112 25326.232422 113 25328.927734 114 25326.232422 115 25325.445312 116 24732.496094 117 25325.445312 118 25325.445312 119 26455.962891 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,ITBI,XGBoost,0.9645991325378418,"107 2376.277100 108 3974.182617 109 9829.085938 110 4044.879395 111 6605.709473 112 5534.413574 113 5049.758789 114 6369.254395 115 4780.909180 116 8056.359375 117 5020.763672 118 10029.583984 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,IRRF,XGBoost,1.8971960544586182,"108 69837.671875 109 69837.671875 110 69837.671875 111 69837.671875 112 69837.671875 113 69837.671875 114 69837.671875 115 54773.593750 116 53110.468750 117 54773.593750 118 69837.671875 119 69837.671875 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do FPM,HWES,0.7091419696807861,"108 1.243666e+06 109 1.893924e+06 110 1.075494e+06 111 1.148330e+06 112 1.244509e+06 113 1.288780e+06 114 1.244509e+06 115 1.075494e+06 116 1.075494e+06 117 9.522887e+05 118 1.244509e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ICMS,HWES,0.6563396453857422,"108 552778.81250 109 515722.25000 110 516495.15625 111 570390.00000 112 585568.06250 113 543781.31250 114 563790.93750 115 570390.00000 116 570390.00000 117 557707.56250 118 562235.50000 119 557707.56250 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do IPVA,AR,1.1235039234161377,"108 152453.031250 109 36399.832031 110 32595.722656 111 37932.144531 112 61329.542969 113 29522.142578 114 21656.523438 115 29522.142578 116 6834.066895 117 19323.613281 118 -3820.815674 119 83464.359375 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Cota-Parte do ITR,AR,0.8997516632080078,"85 708.466919 86 1921.874756 87 2995.797607 88 982.173523 89 508.626343 90 980.452026 91 508.470581 92 7493.393066 93 9258.298828 94 4577.877441 95 980.452026 96 1094.500000 Name: Valor, dtype: float64" Prefeitura Municipal de São Domingos do Sul - RS,Transferencias LC 61_1989,HWES,0.7867252826690674,"108 5303.469238 109 4701.820312 110 4682.960449 111 5587.478027 112 4545.792480 113 5468.549316 114 4513.791504 115 5028.469727 116 5008.792969 117 5236.902832 118 5026.723633 119 5350.646973 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,IPTU,HWES,1.4030141830444336,"103 6951.285645 104 5050.142090 105 4865.565918 106 103887.250000 107 132092.281250 108 43451.007812 109 43446.699219 110 27258.761719 111 10781.347656 112 8729.706055 113 7365.392090 114 8642.787109 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,ISS,XGBoost,0.6916975975036621,"108 55695.234375 109 38858.386719 110 40670.140625 111 54752.925781 112 46300.257812 113 37160.820312 114 46298.230469 115 54752.925781 116 54752.925781 117 51897.835938 118 54752.925781 119 46300.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,ITBI,MLP,1.0796325206756592,"108 30825.530978 109 32511.466841 110 28946.987159 111 31906.661545 112 32253.216277 113 31450.286562 114 37769.457045 115 30483.830978 116 32447.873762 117 32404.580868 118 26560.940551 119 28768.802171 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,IRRF,XGBoost,1.530128002166748,"108 145000.187500 109 161356.968750 110 161358.343750 111 161351.187500 112 161356.968750 113 161356.968750 114 161356.968750 115 161356.968750 116 161356.968750 117 161356.968750 118 161356.968750 119 161357.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do FPM,HWES,0.827441930770874,"108 1.260853e+06 109 1.893769e+06 110 1.114993e+06 111 1.178540e+06 112 1.317410e+06 113 1.261960e+06 114 1.520266e+06 115 1.114993e+06 116 1.115336e+06 117 9.498938e+05 118 1.317410e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ICMS,SARIMAX,0.9184997081756592,"108 848922.6875 109 819136.8750 110 820483.8750 111 849177.3750 112 835093.6250 113 848922.6875 114 849140.6875 115 835093.6250 116 835093.6250 117 835093.6250 118 849177.3750 119 834834.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do IPVA,SARIMAX,0.8102035522460938,"100 156989.171875 101 156989.171875 102 116234.445312 103 117140.109375 104 156989.171875 105 156746.921875 106 45429.460938 107 38721.886719 108 37808.941406 109 36838.105469 110 81980.578125 111 117140.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Três Palmeiras - RS,Cota-Parte do ITR,HWES,1.8192143440246582,"93 22620.259766 94 10307.317383 95 10243.174805 96 36346.792969 97 11692.434570 98 11692.434570 99 11692.434570 100 17863.953125 101 36345.960938 102 62377.097656 103 26180.994141 104 26180.994141 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,IPTU,HWES,1.4043900966644287,"108 14279.537109 109 23319.716797 110 53524.621094 111 37585.753906 112 44202.320312 113 40198.222656 114 23044.011719 115 18339.189453 116 8735.472656 117 9213.274414 118 8945.857422 119 15395.362305 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,ISS,XGBoost,0.9821720123291016,"108 65274.441406 109 65274.660156 110 62303.437500 111 62303.437500 112 64876.613281 113 65275.500000 114 64769.949219 115 73722.296875 116 64879.601562 117 64769.949219 118 64879.601562 119 73722.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,ITBI,SES,0.6821823120117188,"107 21496.060547 108 60869.265625 109 54157.394531 110 9620.840820 111 51022.957031 112 57383.265625 113 60518.140625 114 52226.886719 115 9620.840820 116 57383.265625 117 59487.921875 118 9620.840820 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,IRRF,AR,1.5062146186828613,"108 218865.578125 109 218898.078125 110 218939.218750 111 218939.218750 112 218858.203125 113 218827.781250 114 218827.781250 115 218827.781250 116 218827.781250 117 218827.781250 118 218827.781250 119 239296.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do FPM,SARIMAX,0.7697093486785889,"108 1.888300e+06 109 1.893769e+06 110 1.129884e+06 111 1.827754e+06 112 1.888300e+06 113 1.888306e+06 114 1.129884e+06 115 1.893769e+06 116 1.129884e+06 117 9.671871e+05 118 1.888300e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do ICMS,MLP,1.1663930416107178,"108 587822.282889 109 551376.446294 110 564436.969434 111 611118.509002 112 630337.266575 113 590860.236096 114 607416.678125 115 622614.598984 116 620761.916965 117 664863.259224 118 595160.349683 119 665133.975899 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do IPVA,Prophet,0.8356790542602539,"106 352932.75000 107 353582.53125 108 353582.53125 109 352932.75000 110 353738.46875 111 357306.50000 112 353582.53125 113 355810.71875 114 357526.03125 115 357439.06250 116 357439.06250 117 352932.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Caibaté - RS,Cota-Parte do ITR,MLP,1.3235516548156738,"93 20501.649936 94 19221.875291 95 23043.074165 96 23367.772805 97 25013.716916 98 27642.329546 99 39202.070241 100 36669.952270 101 60229.720046 102 125838.995723 103 41969.765552 104 48542.143337 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,IPTU,AR,1.1246976852416992,"108 218338.531250 109 218345.171875 110 376551.875000 111 160433.484375 112 247324.437500 113 38837.339844 114 19654.271484 115 19800.550781 116 42089.570312 117 17517.109375 118 14722.894531 119 15199.529297 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,ISS,XGBoost,0.6869504451751709,"108 177679.078125 109 177787.093750 110 177855.625000 111 176940.656250 112 177855.625000 113 177787.093750 114 176940.656250 115 177855.625000 116 177855.625000 117 177855.625000 118 177855.625000 119 177855.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,ITBI,SARIMAX,0.6951711177825928,"108 43103.765625 109 46317.773438 110 20444.009766 111 50608.089844 112 37660.355469 113 50220.378906 114 37719.777344 115 37660.355469 116 57764.765625 117 44191.554688 118 35072.703125 119 36447.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,IRRF,XGBoost,1.5175235271453857,"108 135136.218750 109 135745.109375 110 135745.109375 111 135745.109375 112 135745.109375 113 135628.687500 114 135628.687500 115 136665.796875 116 136672.890625 117 135745.109375 118 136665.796875 119 135745.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do FPM,AR,0.732283353805542,"108 1.215189e+06 109 1.312060e+06 110 1.048468e+06 111 1.211378e+06 112 1.215190e+06 113 1.215189e+06 114 1.215190e+06 115 1.048468e+06 116 1.019904e+06 117 1.022787e+06 118 1.215190e+06 119 1.229347e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ICMS,HWES,0.6638031005859375,"108 1281854.125 109 1163605.125 110 1219426.125 111 1293541.625 112 1287569.875 113 1273967.375 114 1269995.000 115 1293523.875 116 1293460.750 117 1213538.000 118 1272180.500 119 1213538.000 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.0998153686523438,"108 506911.000000 109 146820.828125 110 147853.000000 111 388406.093750 112 146702.875000 113 63649.136719 114 68091.460938 115 31720.695312 116 39275.511719 117 32023.890625 118 32023.890625 119 347086.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Cota-Parte do ITR,XGBoost,1.0927734375,"93 -110.563057 94 957.127625 95 -1232.048096 96 957.127625 97 117.475517 98 117.709984 99 -328.081635 100 693.812927 101 1875.600952 102 784.431458 103 -9.172528 104 -0.936258 Name: Valor, dtype: float64" Prefeitura Municipal de Salvador do Sul - RS,Transferencias LC 61_1989,HWES,1.5209696292877197,"108 9542.877930 109 9993.678711 110 9607.041992 111 10771.145508 112 9230.486328 113 10785.959961 114 10511.976562 115 9225.917969 116 10747.327148 117 9195.125000 118 9806.026367 119 9946.496094 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,IPTU,HWES,1.1806211471557617,"107 29999.763672 108 30015.193359 109 43831.363281 110 71225.859375 111 71225.859375 112 3061.165283 113 70886.601562 114 7532.494629 115 6076.297852 116 71034.820312 117 51228.324219 118 5610.698242 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,ISS,Prophet,0.9649426937103271,"108 260649.125000 109 260666.343750 110 99636.593750 111 99638.742188 112 99636.593750 113 260666.343750 114 99638.742188 115 99636.593750 116 99649.195312 117 99427.148438 118 99638.742188 119 100108.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,ITBI,MLP,1.289726734161377,"99 74339.941858 100 77720.058571 101 78981.211763 102 67743.759682 103 51428.084339 104 52123.817644 105 52976.159982 106 53993.573867 107 54762.995493 108 55505.628948 109 54565.244576 110 56806.398316 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,IRRF,XGBoost,0.7150576114654541,"108 183346.937500 109 130344.476562 110 130344.476562 111 147391.718750 112 237030.812500 113 183346.937500 114 183346.937500 115 183346.937500 116 183346.937500 117 183346.937500 118 137550.296875 119 183346.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do FPM,HWES,0.7590465545654297,"108 1.254475e+06 109 1.515022e+06 110 1.108062e+06 111 1.135918e+06 112 1.253404e+06 113 1.297297e+06 114 1.253404e+06 115 1.098570e+06 116 1.097459e+06 117 9.412567e+05 118 1.253404e+06 119 1.892698e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do ICMS,HWES,0.6970388889312744,"108 1855960.250 109 1669417.125 110 1772024.875 111 1875363.500 112 1862814.625 113 1855960.250 114 1875363.500 115 1862814.625 116 1862814.625 117 1862814.625 118 1855960.250 119 1862814.625 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do IPVA,SARIMAX,1.1158998012542725,"108 204288.265625 109 89060.242188 110 88452.500000 111 181260.703125 112 180516.984375 113 100262.250000 114 68429.289062 115 68429.289062 116 112760.554688 117 113921.695312 118 114236.414062 119 299351.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Cota-Parte do ITR,XGBoost,1.1474049091339111,"106 1.809204e+05 107 1.350820e+05 108 1.350820e+05 109 9.644683e+05 110 9.362975e+05 111 9.581676e+05 112 9.581676e+05 113 9.554888e+05 114 9.626688e+05 115 1.208264e+06 116 4.393296e+05 117 4.393296e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Aceguá - RS,Transferencias LC 61_1989,AR,0.6456372737884521,"98 14808.050781 99 12704.560547 100 15516.158203 101 17354.529297 102 16903.298828 103 16675.833984 104 16468.431641 105 17052.185547 106 16176.464844 107 15476.484375 108 17311.507812 109 16420.654297 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,IPTU,Prophet,1.2809429168701172,"75 15329.250000 76 15563.527344 77 18249.439453 78 16552.681641 79 15921.175781 80 15970.315430 81 15970.315430 82 15921.175781 83 16531.554688 84 16951.230469 85 16458.623047 86 16575.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,ISS,MLP,1.139493703842163,"96 17704.221923 97 18541.829117 98 18621.740393 99 19152.514000 100 20067.302536 101 17697.977858 102 20272.298806 103 20067.759085 104 16075.149136 105 17397.548643 106 16077.951345 107 17955.929740 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,ITBI,AR,1.2047162055969238,"84 5952.511719 85 6093.250977 86 1916.999268 87 6093.265137 88 4523.388184 89 1588.888794 90 2026.675781 91 10516.996094 92 3635.523193 93 4379.659668 94 9283.001953 95 11893.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,IRRF,XGBoost,1.754119873046875,"94 75095.679688 95 75373.312500 96 75876.289062 97 75876.289062 98 75876.289062 99 75876.289062 100 75876.289062 101 75876.289062 102 75876.289062 103 75876.289062 104 75876.289062 105 75876.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do FPM,SARIMAX,0.7358970642089844,"96 1.356826e+06 97 1.811506e+06 98 1.050884e+06 99 1.356826e+06 100 1.777706e+06 101 1.356826e+06 102 1.811506e+06 103 1.356826e+06 104 1.312351e+06 105 1.016674e+06 106 1.811636e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ICMS,XGBoost,0.6385300159454346,"96 431602.12500 97 433238.00000 98 465015.25000 99 457416.75000 100 502967.62500 101 467576.93750 102 457416.75000 103 458220.96875 104 442240.59375 105 409409.90625 106 409549.50000 107 496429.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do IPVA,MLP,1.2356107234954834,"96 88143.226409 97 20659.973975 98 43314.124378 99 39341.506085 100 22863.801599 101 13970.610016 102 7935.305543 103 9966.900693 104 8660.456541 105 7830.589442 106 7457.906171 107 113771.644472 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Cota-Parte do ITR,XGBoost,0.9949150085449219,"72 181.708206 73 810.556824 74 892.291931 75 1097.413330 76 1139.929688 77 3992.546143 78 3989.419189 79 3991.054443 80 4015.031494 81 4003.533936 82 3992.545898 83 3992.544189 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Alegre do Prata - RS,Transferencias LC 61_1989,SES,0.8042731285095215,"96 4234.869629 97 4910.664062 98 4609.653809 99 4429.395020 100 3679.481934 101 3701.399658 102 3754.581543 103 3701.399658 104 4248.952637 105 4234.752441 106 3701.399658 107 3754.635010 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,IPTU,AR,1.9908504486083984,"99 11712.368164 100 12255.248047 101 12255.248047 102 27258.033203 103 13007.192383 104 24186.000000 105 105808.101562 106 34977.542969 107 23688.320312 108 23688.320312 109 23688.320312 110 23688.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,ISS,Prophet,1.3188979625701904,"108 43103.648438 109 56570.492188 110 57688.277344 111 43021.410156 112 41971.968750 113 43511.132812 114 43333.847656 115 43891.117188 116 43891.117188 117 43511.132812 118 43520.234375 119 43524.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,ITBI,Prophet,0.8909139633178711,"105 49905.335938 106 13374.594727 107 49389.507812 108 676431.750000 109 47522.957031 110 32552.746094 111 44991.808594 112 32704.171875 113 68122.125000 114 47522.957031 115 29522.097656 116 105377.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,IRRF,AR,1.564173698425293,"98 60094.320312 99 60163.125000 100 60167.722656 101 125478.492188 102 60163.125000 103 60837.890625 104 58642.929688 105 125478.492188 106 125478.492188 107 60837.890625 108 125478.492188 109 125478.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do FPM,HWES,0.7042691707611084,"108 1.234528e+06 109 1.893833e+06 110 1.127322e+06 111 1.144938e+06 112 1.237524e+06 113 1.259645e+06 114 1.237524e+06 115 1.127322e+06 116 1.127570e+06 117 9.502224e+05 118 1.237524e+06 119 1.893833e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ICMS,MLP,0.6891984939575195,"108 8.461472e+05 109 7.871798e+05 110 8.087482e+05 111 8.857767e+05 112 9.425372e+05 113 8.526327e+05 114 8.802574e+05 115 9.057764e+05 116 9.033440e+05 117 9.616828e+05 118 8.633490e+05 119 1.005919e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do IPVA,XGBoost,1.142204761505127,"108 56388.406250 109 40225.824219 110 98311.968750 111 99749.554688 112 102281.210938 113 32455.541016 114 31579.390625 115 7900.005371 116 22385.648438 117 46275.046875 118 24208.484375 119 83709.304688 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Cota-Parte do ITR,XGBoost,1.6185455322265625,"99 111518.078125 100 118244.242188 101 113691.335938 102 113468.984375 103 667101.437500 104 673672.000000 105 674453.250000 106 675344.562500 107 672517.062500 108 671948.562500 109 672552.062500 110 673619.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Incra - RS,Transferencias LC 61_1989,XGBoost,1.187852382659912,"108 7383.523926 109 10857.895508 110 8991.411133 111 8976.649414 112 10451.807617 113 9119.387695 114 9152.785156 115 9322.367188 116 10893.785156 117 9623.175781 118 11887.323242 119 9647.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,IPTU,SARIMAX,1.2148895263671875,"108 29636.941406 109 24054.523438 110 182309.671875 111 155010.843750 112 121270.601562 113 82925.312500 114 32438.853516 115 24054.523438 116 25977.376953 117 32438.388672 118 32438.388672 119 31224.349609 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,ISS,SARIMAX,0.7148022651672363,"108 43389.910156 109 69782.156250 110 43614.511719 111 65081.617188 112 69787.781250 113 70205.804688 114 65081.617188 115 69782.156250 116 65081.617188 117 70804.054688 118 70804.054688 119 69787.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,ITBI,MLP,1.3560144901275635,"105 16253.848107 106 21768.321442 107 20153.428161 108 13809.066466 109 15403.139308 110 14838.722507 111 14242.054643 112 13670.802181 113 18766.989125 114 19143.374349 115 17353.602841 116 14935.725733 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,IRRF,SARIMAX,0.6021392345428467,"108 69882.820312 109 69142.921875 110 140413.093750 111 140413.093750 112 140413.093750 113 68277.703125 114 68277.703125 115 68277.703125 116 140413.093750 117 140413.093750 118 140413.093750 119 140413.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do FPM,HWES,1.0025975704193115,"108 1328066.625 109 1893818.125 110 1121200.625 111 1223503.000 112 1336804.750 113 1338353.375 114 1336804.750 115 1121200.625 116 1121200.625 117 985134.375 118 1336804.750 119 1893818.125 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do ICMS,MLP,0.6409342288970947,"108 534615.828723 109 503104.082333 110 515004.896503 111 556320.476577 112 586718.615608 113 539121.287568 114 554129.372659 115 567968.746309 116 566918.220673 117 562343.791990 118 591309.692718 119 612533.848186 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do IPVA,SARIMAX,1.1140844821929932,"108 113248.546875 109 68513.593750 110 69428.718750 111 113370.351562 112 66851.078125 113 37732.324219 114 15209.159180 115 11785.354492 116 10617.531250 117 11795.830078 118 10305.901367 119 74646.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Cota-Parte do ITR,XGBoost,1.4794256687164307,"95 1176.581421 96 5175.155273 97 1358.248413 98 1358.248413 99 2141.394287 100 569.619812 101 1531.402344 102 1375.969971 103 594.411560 104 814.835510 105 256.142273 106 -3230.443115 Name: Valor, dtype: float64" Prefeitura Municipal de Ernestina - RS,Transferencias LC 61_1989,AR,0.6642630100250244,"48 5677.325195 49 5160.940430 50 5460.705566 51 5549.816406 52 5460.705566 53 5717.610352 54 5717.579590 55 5460.674805 56 5595.270020 57 5637.541992 58 5717.579590 59 5677.549316 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,IPTU,XGBoost,1.0979664325714111,"95 4.508099e+05 96 1.664781e+06 97 2.935698e+06 98 3.872347e+06 99 1.664781e+06 100 3.259906e+05 101 3.261182e+05 102 1.664781e+06 103 4.488416e+05 104 1.664781e+06 105 4.361411e+05 106 4.353146e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,ISS,SARIMAX,0.7350914478302002,"96 848896.8125 97 848896.8125 98 848896.8125 99 848992.3750 100 848896.8125 101 848992.3750 102 848992.3750 103 848992.3750 104 848837.7500 105 848992.3750 106 848992.3750 107 848992.3750 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,ITBI,XGBoost,0.7341129779815674,"96 420255.15625 97 403625.90625 98 418987.81250 99 419514.87500 100 417637.40625 101 359442.78125 102 402732.34375 103 419355.34375 104 417121.18750 105 359458.84375 106 438493.96875 107 359442.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,IRRF,SARIMAX,0.6480052471160889,"96 457281.09375 97 463568.28125 98 463568.28125 99 463568.28125 100 463568.03125 101 463568.03125 102 463568.03125 103 463568.03125 104 463568.28125 105 463568.28125 106 463568.03125 107 463568.03125 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do FPM,HWES,0.7328472137451172,"96 2801620.750 97 3128965.500 98 2306702.250 99 2394922.000 100 2981778.500 101 2765177.000 102 2981778.500 103 2314701.750 104 2344315.000 105 1926845.625 106 3153453.250 107 3153453.250 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ICMS,HWES,0.61812424659729,"96 2644915.00 97 2432013.00 98 2643897.50 99 2687509.00 100 2746531.00 101 2687501.25 102 2725813.50 103 2746531.00 104 2728047.00 105 2725813.50 106 2760824.25 107 2742264.25 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do IPVA,SARIMAX,1.019113540649414,"96 1.266880e+06 97 4.521989e+05 98 5.261168e+05 99 1.108821e+06 100 5.202288e+05 101 2.418721e+05 102 2.418721e+05 103 1.333760e+05 104 1.229083e+05 105 8.660479e+04 106 4.627294e+04 107 1.245906e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Cota-Parte do ITR,XGBoost,1.8813774585723877,"96 2943.693604 97 2986.273193 98 2184.037109 99 2157.024414 100 2414.294922 101 2414.294922 102 2414.294922 103 2840.812012 104 21859.900391 105 51163.187500 106 3026.183838 107 2865.384766 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Petrópolis - RS,Transferencias LC 61_1989,HWES,0.663515567779541,"96 16998.925781 97 17277.167969 98 18025.761719 99 18387.111328 100 18023.304688 101 18039.265625 102 18095.279297 103 17886.566406 104 18561.474609 105 17702.164062 106 16145.719727 107 16697.818359 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,IPTU,AR,1.2865228652954102,"102 3488.179199 103 7598.663574 104 2508.652588 105 4432.495117 106 43475.746094 107 47354.093750 108 17782.833984 109 16836.814453 110 15517.380859 111 18771.115234 112 19222.132812 113 19223.044922 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,ISS,MLP,1.3729312419891357,"108 22682.985318 109 21152.803161 110 22136.642032 111 23322.956224 112 24741.778510 113 23652.611863 114 23584.514324 115 23899.118861 116 24902.899916 117 26366.424765 118 29000.142470 119 24654.926983 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,ITBI,HWES,1.1485583782196045,"108 10173.666992 109 17551.109375 110 22062.470703 111 17867.378906 112 19588.285156 113 18519.011719 114 24372.443359 115 18644.453125 116 17092.414062 117 17741.625000 118 17117.117188 119 18087.642578 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,IRRF,HWES,1.509932041168213,"108 91577.359375 109 82488.421875 110 121595.476562 111 121597.820312 112 91577.359375 113 121597.820312 114 121597.820312 115 121595.156250 116 121597.820312 117 121597.820312 118 121595.476562 119 121597.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do FPM,HWES,0.7049269676208496,"108 1.315998e+06 109 1.895928e+06 110 1.081080e+06 111 1.231300e+06 112 1.353187e+06 113 1.379191e+06 114 1.353187e+06 115 1.081080e+06 116 1.094156e+06 117 1.044243e+06 118 1.353187e+06 119 1.893829e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do ICMS,HWES,0.6842191219329834,"108 6.288678e+05 109 5.556354e+05 110 6.310882e+05 111 7.472481e+05 112 7.531128e+05 113 1.248705e+06 114 1.253522e+06 115 1.263977e+06 116 1.263977e+06 117 1.262862e+06 118 1.253849e+06 119 1.262862e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do IPVA,XGBoost,1.4152624607086182,"108 12088.641602 109 28109.011719 110 41780.855469 111 24267.746094 112 41636.742188 113 42368.753906 114 41636.742188 115 21808.304688 116 10888.259766 117 10888.259766 118 21635.261719 119 11095.827148 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Cota-Parte do ITR,XGBoost,0.8748891353607178,"94 52.108807 95 29.272154 96 34.613045 97 61.551361 98 68.762268 99 50.624962 100 46.464211 101 61.425465 102 69.708328 103 42.624035 104 17.506577 105 14.903323 Name: Valor, dtype: float64" Prefeitura Municipal de Maratá - RS,Transferencias LC 61_1989,SARIMAX,0.6818513870239258,"48 6291.812012 49 6221.936523 50 6233.020508 51 6265.309082 52 6273.279297 53 6270.985840 54 6266.504883 55 6233.004883 56 6266.750488 57 6591.668945 58 6233.004883 59 6266.224609 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,IPTU,SES,1.3115265369415283,"105 94618.984375 106 94618.984375 107 94618.984375 108 88901.718750 109 136729.437500 110 149542.546875 111 -109946.156250 112 -119978.921875 113 808024.125000 114 -115058.914062 115 -7939.364258 116 -81201.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,ISS,XGBoost,0.7406139373779297,"108 353158.43750 109 353158.43750 110 353158.43750 111 378387.31250 112 353158.43750 113 412135.75000 114 412135.75000 115 378387.31250 116 412135.75000 117 496665.40625 118 353158.43750 119 412135.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,ITBI,SARIMAX,0.7099182605743408,"108 78476.125000 109 70335.328125 110 92309.132812 111 84354.664062 112 95489.625000 113 97544.906250 114 100926.914062 115 88624.585938 116 92043.539062 117 94113.468750 118 81093.367188 119 93826.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,IRRF,SARIMAX,0.8119790554046631,"108 290802.15625 109 292322.56250 110 292322.56250 111 292322.56250 112 292322.56250 113 292322.56250 114 292322.56250 115 292322.56250 116 292322.56250 117 292322.56250 118 291166.68750 119 292322.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do FPM,AR,0.9291460514068604,"108 2187343.25 109 3156281.00 110 1813780.75 111 2027713.50 112 2189370.75 113 2174618.25 114 2189370.75 115 1813780.75 116 1814434.00 117 1642083.00 118 2189370.75 119 3156281.00 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ICMS,HWES,0.6368913650512695,"108 2217039.25 109 2151509.00 110 2151509.00 111 2321395.75 112 2364857.00 113 2209645.00 114 2321405.00 115 2313831.75 116 2313831.75 117 2364857.00 118 2134142.25 119 2364857.00 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do IPVA,AR,0.9690639972686768,"108 799482.812500 109 281592.000000 110 415110.062500 111 942324.750000 112 521696.500000 113 172034.218750 114 105937.828125 115 42501.808594 116 37332.347656 117 37332.347656 118 20272.644531 119 797145.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Cota-Parte do ITR,XGBoost,0.8585414886474609,"106 119.616409 107 122.834541 108 139.886993 109 86.431000 110 382.467743 111 180.310822 112 382.720703 113 93.833015 114 3317.805420 115 1257.251343 116 -65.409714 117 -88.456383 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Princípio - RS,Transferencias LC 61_1989,MLP,1.1967647075653076,"96 18358.429835 97 17594.213283 98 18164.677785 99 18533.082955 100 18521.622512 101 18787.124760 102 18831.782019 103 18649.304487 104 18896.330022 105 19592.378754 106 18304.506866 107 18781.402096 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,IPTU,HWES,1.1887109279632568,"108 4500.066895 109 55769.910156 110 55597.000000 111 52899.277344 112 16389.287109 113 10254.778320 114 11119.522461 115 10099.071289 116 9570.926758 117 15551.968750 118 15501.092773 119 4054.493652 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,ISS,MLP,1.4027361869812012,"108 19458.212182 109 20199.321954 110 19864.825147 111 19684.045517 112 19426.703414 113 19632.471582 114 19722.622176 115 18910.891187 116 19423.944506 117 19880.525892 118 19921.518819 119 19732.089080 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,ITBI,SARIMAX,1.3896679878234863,"106 20569.527344 107 33204.714844 108 18915.250000 109 33207.292969 110 31087.972656 111 21272.585938 112 31498.669922 113 31092.580078 114 34329.605469 115 31092.580078 116 31088.056641 117 45778.597656 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,IRRF,SARIMAX,0.6332361698150635,"108 130258.054688 109 87078.851562 110 87078.851562 111 130258.054688 112 87078.851562 113 87078.851562 114 130258.054688 115 87078.851562 116 130258.054688 117 130258.054688 118 87078.851562 119 130258.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do FPM,HWES,0.8092567920684814,"107 1.295652e+06 108 1.897251e+06 109 1.031747e+06 110 1.157248e+06 111 1.299418e+06 112 1.293479e+06 113 1.301580e+06 114 1.031747e+06 115 1.016726e+06 116 9.742190e+05 117 1.299418e+06 118 1.897251e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ICMS,HWES,0.7097375392913818,"108 519832.31250 109 518157.06250 110 505578.84375 111 587168.06250 112 590982.62500 113 550914.25000 114 587168.06250 115 590572.18750 116 585017.68750 117 590982.62500 118 559820.18750 119 578406.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do IPVA,SARIMAX,1.4476330280303955,"107 102009.953125 108 53583.691406 109 48745.464844 110 102129.875000 111 49588.179688 112 22644.435547 113 26837.925781 114 4543.081543 115 4510.501953 116 4510.501953 117 1890.746704 118 43797.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Cota-Parte do ITR,MLP,1.344883680343628,"99 11594.029842 100 14085.188910 101 17285.419021 102 22533.479589 103 29376.748170 104 38328.503696 105 50196.957588 106 64049.252587 107 83657.783786 108 111644.460956 109 117578.185428 110 151147.003242 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Verde - RS,Transferencias LC 61_1989,MLP,1.4000444412231445,"84 4434.831332 85 4383.084317 86 4508.042240 87 4584.574957 88 4618.155675 89 4677.799634 90 4701.892854 91 4719.664028 92 4796.092306 93 4851.386627 94 4716.757452 95 4807.788427 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,IPTU,MLP,1.0799429416656494,"107 5.641915e+05 108 1.470651e+06 109 2.917860e+05 110 2.715514e+05 111 2.572319e+05 112 2.457408e+05 113 2.615622e+05 114 2.795055e+05 115 2.067676e+05 116 2.709733e+05 117 2.134562e+05 118 2.764854e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,ISS,SARIMAX,0.6531031131744385,"108 347632.81250 109 357171.68750 110 361631.59375 111 369833.59375 112 357261.65625 113 381517.12500 114 381517.12500 115 357171.68750 116 361631.59375 117 381517.12500 118 357171.68750 119 361353.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,ITBI,XGBoost,1.4524977207183838,"108 105231.640625 109 108985.039062 110 111304.992188 111 171308.437500 112 130008.039062 113 69819.335938 114 95470.218750 115 207054.125000 116 78294.656250 117 183301.562500 118 183862.234375 119 168064.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,IRRF,HWES,0.8113505840301514,"108 223007.984375 109 544347.937500 110 540052.437500 111 643367.437500 112 222199.109375 113 545647.187500 114 588794.437500 115 544347.937500 116 544347.937500 117 540052.437500 118 544347.937500 119 935415.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do FPM,HWES,0.7255067825317383,"108 3972173.750 109 5681306.500 110 2184703.750 111 3972173.750 112 3644106.000 113 3809163.750 114 5681306.500 115 3890994.250 116 4829290.000 117 2088337.375 118 3644106.000 119 5681306.500 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ICMS,MLP,0.6565394401550293,"108 2.774641e+06 109 2.557042e+06 110 2.639465e+06 111 2.926835e+06 112 3.149154e+06 113 2.811566e+06 114 2.917248e+06 115 3.015443e+06 116 3.010757e+06 117 3.285523e+06 118 3.201565e+06 119 3.105129e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do IPVA,AR,1.0755326747894287,"108 888444.250000 109 398067.125000 110 424926.937500 111 899361.312500 112 612194.312500 113 323139.343750 114 272024.625000 115 133510.859375 116 107194.515625 117 105640.054688 118 32418.636719 119 899361.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Pardo - RS,Cota-Parte do ITR,XGBoost,1.0620465278625488,"36 14403.672852 37 14403.672852 38 51841.132812 39 51841.132812 40 14406.274414 41 14406.274414 42 14403.672852 43 14406.222656 44 29513.875000 45 50480.125000 46 14403.672852 47 14403.672852 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,IPTU,HWES,1.893434762954712,"96 261507.109375 97 539194.562500 98 426755.437500 99 403536.875000 100 425561.812500 101 425561.812500 102 406472.750000 103 420392.687500 104 420392.687500 105 404441.218750 106 402911.812500 107 539411.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,ISS,SARIMAX,0.6949985027313232,"96 660800.6250 97 660912.3750 98 660906.1250 99 643183.3750 100 647858.1875 101 660800.6250 102 647858.1875 103 660800.6250 104 662106.1250 105 662106.1250 106 643183.3750 107 655980.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,ITBI,SES,0.8358473777770996,"94 66491.195312 95 176832.468750 96 196230.531250 97 193559.843750 98 201837.140625 99 200827.515625 100 200884.703125 101 198048.343750 102 197779.156250 103 197775.031250 104 197775.031250 105 197553.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,IRRF,SARIMAX,0.6896116733551025,"96 498807.03125 97 498807.03125 98 498807.03125 99 498807.03125 100 500020.31250 101 500020.31250 102 499148.62500 103 499148.62500 104 500036.84375 105 500020.31250 106 500020.31250 107 499148.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do FPM,HWES,1.0200512409210205,"96 4369869.50 97 4513786.50 98 4392381.00 99 3251004.00 100 4513786.50 101 4369869.50 102 4392382.50 103 4369869.50 104 4392381.00 105 4392382.50 106 3515386.75 107 4513786.50 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ICMS,XGBoost,1.0680816173553467,"96 1163624.750 97 1356170.125 98 1432065.250 99 1365204.500 100 1490569.125 101 1350929.500 102 1441532.375 103 1344495.625 104 1338434.250 105 1394774.500 106 1350929.500 107 1441532.375 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do IPVA,SARIMAX,0.6122679710388184,"94 501801.62500 95 501801.62500 96 388538.62500 97 470697.06250 98 501801.62500 99 501801.62500 100 413439.75000 101 413775.81250 102 441507.50000 103 441896.56250 104 443146.96875 105 501801.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Cota-Parte do ITR,AR,1.317634105682373,"91 60891.210938 92 222322.734375 93 52884.738281 94 47547.191406 95 55018.878906 96 47547.191406 97 54964.105469 98 21139.298828 99 22425.080078 100 291205.906250 101 54030.398438 102 51742.832031 Name: Valor, dtype: float64" Prefeitura Municipal de Capão do Leão - RS,Transferencias LC 61_1989,MLP,0.9592063426971436,"62 16416.895386 63 16733.582663 64 16371.957195 65 16476.556023 66 16677.684693 67 16142.448215 68 16706.415413 69 16828.243099 70 16660.888360 71 16446.573287 72 15585.337539 73 16025.015203 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,IPTU,SES,1.7547574043273926,"79 6968.802246 80 7193.703125 81 7897.972168 82 7909.140625 83 7905.153320 84 5130.979980 85 46025.550781 86 185766.921875 87 7193.703125 88 7172.967773 89 26482.220703 90 1071.657959 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,ISS,MLP,0.892669677734375,"108 31336.202201 109 31554.898211 110 31606.295710 111 31839.660678 112 32137.269388 113 32032.495066 114 31960.443984 115 32240.972697 116 32638.675111 117 33239.658939 118 33688.261179 119 33688.787269 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,ITBI,AR,1.184800386428833,"105 17311.673828 106 16808.183594 107 49454.707031 108 21755.441406 109 17735.275391 110 21481.523438 111 24855.734375 112 41803.828125 113 47342.359375 114 19014.503906 115 26570.716797 116 47342.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,IRRF,XGBoost,1.1270265579223633,"98 24191.164062 99 26805.294922 100 26805.294922 101 26775.689453 102 26878.386719 103 24967.548828 104 24586.744141 105 24099.503906 106 24099.560547 107 23620.302734 108 23620.302734 109 70403.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do FPM,HWES,0.7193167209625244,"108 1310388.000 109 1894076.875 110 1079701.375 111 1222812.250 112 1310698.625 113 1407024.375 114 1310698.625 115 1079701.375 116 1079701.375 117 1009853.750 118 1310698.625 119 1894076.875 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ICMS,SARIMAX,0.7155017852783203,"108 740484.1250 109 625732.3125 110 713453.3125 111 784239.5000 112 770562.6250 113 765859.0000 114 784239.5000 115 784239.5000 116 770621.9375 117 770562.6250 118 773254.3750 119 770562.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do IPVA,SARIMAX,1.1598358154296875,"107 117926.562500 108 23459.003906 109 49328.835938 110 113420.085938 111 38442.453125 112 6316.266113 113 6473.056641 114 6316.266113 115 145.936432 116 6387.788086 117 6260.040039 118 114633.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Cota-Parte do ITR,XGBoost,1.1317458152770996,"99 1425.770386 100 352.473755 101 1536.827759 102 317.567780 103 1424.933716 104 1424.819824 105 3907.499023 106 352.467285 107 6531.046387 108 8695.463867 109 1425.219116 110 316.985443 Name: Valor, dtype: float64" Prefeitura Municipal de Paim Filho - RS,Transferencias LC 61_1989,XGBoost,0.785912036895752,"60 4855.618652 61 4937.936035 62 4938.335938 63 4855.618652 64 3966.428223 65 3960.241455 66 3978.115234 67 3960.241455 68 4183.504395 69 4147.058594 70 3960.241455 71 3976.722900 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,IPTU,SES,1.1596767902374268,"108 1.067841e+06 109 6.377328e+05 110 2.574875e+06 111 6.748579e+05 112 1.026395e+06 113 1.026549e+06 114 1.027563e+06 115 1.029131e+06 116 1.128207e+06 117 1.182563e+06 118 4.248416e+06 119 1.213946e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,ISS,MLP,0.6983804702758789,"108 1.470933e+07 109 1.229523e+07 110 1.329016e+07 111 1.366855e+07 112 1.344354e+07 113 1.353041e+07 114 1.348683e+07 115 1.332014e+07 116 1.410587e+07 117 1.368258e+07 118 1.490988e+07 119 1.437436e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,ITBI,XGBoost,0.6551768779754639,"108 756000.7500 109 822736.8125 110 765483.6250 111 689300.6250 112 627637.3125 113 725693.8750 114 839808.1875 115 725742.9375 116 640867.1875 117 725742.9375 118 634064.3750 119 765146.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,IRRF,MLP,0.7861905097961426,"108 4.358376e+06 109 4.312590e+06 110 4.344018e+06 111 4.283712e+06 112 4.270301e+06 113 4.258580e+06 114 4.617755e+06 115 4.846089e+06 116 4.665415e+06 117 4.987138e+06 118 4.958786e+06 119 6.713160e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do FPM,MLP,0.8424842357635498,"108 1.138028e+07 109 1.341014e+07 110 1.021989e+07 111 1.101752e+07 112 1.171905e+07 113 9.521566e+06 114 1.494211e+07 115 1.066036e+07 116 1.084818e+07 117 1.056237e+07 118 1.211654e+07 119 1.591154e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ICMS,SES,1.5079529285430908,"108 21287926.0 109 18410552.0 110 18864540.0 111 19446458.0 112 20232288.0 113 20888154.0 114 20924190.0 115 21090832.0 116 20996834.0 117 21226772.0 118 22155430.0 119 21226772.0 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do IPVA,AR,1.0103137493133545,"108 5.309709e+06 109 4.576053e+06 110 4.751676e+06 111 5.510300e+06 112 5.526751e+06 113 2.984906e+06 114 3.299930e+06 115 1.343162e+06 116 7.069564e+05 117 6.171203e+05 118 5.611866e+05 119 5.376118e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Cota-Parte do ITR,XGBoost,1.2676029205322266,"108 63534.382812 109 3736.567871 110 3736.567871 111 3964.660889 112 3843.700195 113 3994.668945 114 3726.595703 115 4566.084473 116 108743.148438 117 514341.093750 118 47509.773438 119 51744.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Rio Grande - RS,Transferencias LC 61_1989,SES,0.6542439460754395,"108 142852.078125 109 131062.054688 110 230847.890625 111 186050.453125 112 193894.781250 113 177517.968750 114 191211.625000 115 178274.312500 116 170369.562500 117 156529.421875 118 179796.437500 119 192124.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,IPTU,MLP,1.3419697284698486,"108 13911.219433 109 27413.452511 110 138830.718258 111 95241.000516 112 27609.230980 113 5503.649027 114 15498.641528 115 20408.310785 116 7496.918278 117 15569.994215 118 21660.650564 119 16639.846108 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,ISS,XGBoost,0.7110428810119629,"108 41366.437500 109 40344.074219 110 44703.550781 111 47319.730469 112 44688.863281 113 44688.863281 114 44688.863281 115 47319.730469 116 47292.968750 117 47319.730469 118 47391.738281 119 47292.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,ITBI,MLP,1.54703688621521,"108 28108.026321 109 28923.888917 110 25909.796418 111 28257.736120 112 26966.090848 113 27448.924949 114 29576.293507 115 32048.512602 116 26254.449067 117 27343.047258 118 33423.029885 119 28574.350897 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,IRRF,HWES,0.9980077743530273,"108 132937.109375 109 133086.484375 110 133324.390625 111 133080.125000 112 132930.250000 113 132930.250000 114 133086.484375 115 136102.203125 116 134822.453125 117 135672.031250 118 135672.031250 119 136102.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do FPM,HWES,1.2367737293243408,"108 1259273.750 109 1894391.500 110 1133616.375 111 1153273.375 112 1259904.250 113 1264716.750 114 1259904.250 115 1133616.375 116 1133617.000 117 972566.875 118 1259904.250 119 1894391.500 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ICMS,HWES,0.6727283000946045,"108 884887.4375 109 755049.8750 110 756152.6875 111 903792.6250 112 897329.5625 113 900096.9375 114 904271.1250 115 952566.5000 116 910971.6875 117 897329.5625 118 884887.4375 119 897329.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do IPVA,HWES,1.1152031421661377,"108 252799.187500 109 42145.753906 110 73056.671875 111 108501.703125 112 75717.484375 113 42123.289062 114 42123.445312 115 17979.158203 116 9173.994141 117 5894.739746 118 8191.758789 119 252799.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Cota-Parte do ITR,HWES,0.9829216003417969,"79 32.761787 80 46.726524 81 -6.114699 82 40.030384 83 40.030384 84 40.030384 85 -7.012513 86 674.610046 87 6341.336426 88 6463.671875 89 32.761787 90 -7.204834 Name: Valor, dtype: float64" Prefeitura Municipal de Campina das Missões - RS,Transferencias LC 61_1989,HWES,0.8545289039611816,"108 7062.576660 109 7276.040527 110 7912.060547 111 8395.512695 112 8065.215820 113 8183.503418 114 8449.277344 115 7683.986816 116 8660.031250 117 7233.477539 118 8688.500977 119 9268.478516 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,IPTU,SARIMAX,0.5724213123321533,"108 6.802929e+05 109 1.232375e+06 110 1.222179e+06 111 1.275070e+06 112 1.186266e+06 113 1.383372e+06 114 1.406466e+06 115 1.109309e+06 116 1.061007e+06 117 1.060163e+06 118 9.066731e+05 119 8.941501e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,ISS,MLP,1.7840614318847656,"108 1.053968e+06 109 1.059710e+06 110 1.062649e+06 111 1.058123e+06 112 1.078269e+06 113 1.082102e+06 114 1.085640e+06 115 1.091491e+06 116 1.081396e+06 117 1.075337e+06 118 1.090140e+06 119 1.091491e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,ITBI,MLP,1.1926360130310059,"108 449215.321013 109 401986.153084 110 453449.729446 111 521158.267881 112 454474.437053 113 496608.227016 114 479004.938367 115 470479.001185 116 434192.293257 117 640974.384519 118 659457.835447 119 422912.008759 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,IRRF,MLP,1.1766388416290283,"108 1.291585e+06 109 1.304187e+06 110 1.389568e+06 111 1.414613e+06 112 1.457053e+06 113 1.492605e+06 114 1.523562e+06 115 1.562253e+06 116 1.606963e+06 117 1.653134e+06 118 1.746050e+06 119 1.797738e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do FPM,AR,0.9680771827697754,"108 4016339.25 109 8838121.00 110 2505579.00 111 4050542.50 112 4789133.50 113 4293450.50 114 6968007.50 115 2456617.50 116 2467434.00 117 3292772.50 118 4786346.50 119 10376087.00 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ICMS,HWES,0.7554702758789062,"108 6586077.0 109 5845142.0 110 6071994.0 111 6594062.5 112 6839805.5 113 6216868.5 114 6594062.5 115 6615641.5 116 6615641.5 117 6560147.5 118 6219527.0 119 6560147.5 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do IPVA,AR,1.1312992572784424,"108 2.337519e+06 109 1.781836e+06 110 3.089906e+06 111 2.484812e+06 112 2.484812e+06 113 1.351226e+06 114 1.128276e+06 115 8.266700e+05 116 5.457394e+05 117 3.253791e+05 118 2.565970e+05 119 2.492656e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Cota-Parte do ITR,XGBoost,1.4649322032928467,"108 1.076983e+06 109 9.350002e+04 110 6.513812e+04 111 9.122930e+04 112 5.966054e+04 113 5.573382e+04 114 7.192395e+04 115 6.513812e+04 116 5.424606e+05 117 3.621539e+06 118 8.889976e+05 119 8.889976e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Sant'Ana do Livramento - RS,Transferencias LC 61_1989,XGBoost,0.6116466522216797,"61 53220.667969 62 59391.351562 63 54147.605469 64 56336.097656 65 52911.976562 66 54989.414062 67 55234.312500 68 59728.996094 69 59184.652344 70 56835.808594 71 55721.722656 72 53630.050781 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,IPTU,MLP,1.6692357063293457,"108 6.697213e+05 109 6.948540e+05 110 3.301906e+06 111 5.303454e+06 112 2.045142e+06 113 1.784400e+06 114 1.398849e+06 115 9.954224e+05 116 7.626476e+05 117 8.713172e+05 118 9.096626e+05 119 1.053804e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,ISS,SARIMAX,0.9725661277770996,"108 1.238835e+06 109 9.386729e+05 110 1.341692e+06 111 1.176611e+06 112 1.176611e+06 113 1.331088e+06 114 1.238835e+06 115 1.238835e+06 116 1.331088e+06 117 1.331088e+06 118 1.331088e+06 119 1.238835e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,ITBI,XGBoost,0.6339375972747803,"108 3.651742e+05 109 3.191974e+05 110 4.628409e+05 111 3.531964e+05 112 4.540679e+05 113 4.443612e+05 114 4.541084e+05 115 5.940356e+05 116 5.426438e+05 117 1.090590e+06 118 1.105940e+06 119 1.083611e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,IRRF,SARIMAX,1.215611457824707,"107 7.308027e+05 108 7.378802e+05 109 1.511948e+06 110 7.254864e+05 111 1.503012e+06 112 7.372066e+05 113 1.305329e+06 114 1.513369e+06 115 1.305735e+06 116 1.305072e+06 117 1.305329e+06 118 1.513369e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do FPM,SARIMAX,0.9415481090545654,"108 5825375.0 109 7575074.5 110 5665787.0 111 5661419.5 112 5928259.5 113 6168463.5 114 5928259.5 115 5665787.0 116 5662463.5 117 5205453.0 118 5928259.5 119 7580667.0 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do ICMS,HWES,0.7057685852050781,"108 6377442.5 109 5217753.0 110 5539348.0 111 6260412.5 112 6273157.5 113 6515024.5 114 6260412.5 115 6260423.5 116 6260412.5 117 6225109.0 118 5349006.0 119 6225109.0 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do IPVA,AR,1.0589146614074707,"108 1.596786e+06 109 9.899594e+05 110 1.030166e+06 111 2.151933e+06 112 2.169600e+06 113 9.674229e+05 114 5.810033e+05 115 3.682667e+05 116 3.415608e+05 117 2.733304e+05 118 2.799113e+05 119 1.526259e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Cota-Parte do ITR,XGBoost,1.2366023063659668,"84 1.652601e+05 85 9.843125e+03 86 5.277974e+03 87 5.082145e+04 88 9.843125e+03 89 9.843125e+03 90 5.441560e+03 91 5.446330e+03 92 2.280307e+05 93 2.009674e+06 94 3.308115e+05 95 4.372056e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Camaquã - RS,Transferencias LC 61_1989,HWES,0.627629280090332,"108 50126.707031 109 55456.566406 110 50817.757812 111 47687.320312 112 41702.265625 113 46736.785156 114 49810.687500 115 44526.847656 116 47103.730469 117 45096.757812 118 50469.000000 119 45470.566406 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,IPTU,SARIMAX,1.166736125946045,"108 6.510491e+06 109 2.774706e+05 110 4.603568e+05 111 3.374675e+05 112 3.683483e+05 113 3.329332e+05 114 3.319071e+05 115 4.544076e+05 116 2.823031e+05 117 3.898756e+05 118 3.201362e+05 119 8.367286e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,ISS,MLP,0.7880253791809082,"108 1.399052e+06 109 1.384856e+06 110 1.393546e+06 111 1.435260e+06 112 1.525945e+06 113 1.446609e+06 114 1.455071e+06 115 1.494491e+06 116 1.405662e+06 117 1.405060e+06 118 1.453670e+06 119 1.513725e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,ITBI,XGBoost,0.7683055400848389,"108 436733.34375 109 312375.25000 110 364263.75000 111 385291.28125 112 424681.75000 113 525885.43750 114 525283.68750 115 306377.90625 116 517773.31250 117 519474.43750 118 404269.40625 119 325174.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,IRRF,SARIMAX,1.0961689949035645,"106 1720601.750 107 1720601.750 108 1720601.750 109 1720601.750 110 1945260.750 111 1720601.750 112 1720601.750 113 1720601.750 114 1720601.750 115 1720601.750 116 1720601.750 117 2000378.125 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do FPM,AR,0.7000236511230469,"108 5807825.0 109 8837589.0 110 4996829.5 111 5271717.5 112 5703912.5 113 5807825.0 114 7589760.5 115 4996829.5 116 5017860.0 117 4785006.0 118 5703912.5 119 8837589.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ICMS,HWES,0.7127845287322998,"108 8809456.0 109 8540442.0 110 8620140.0 111 8837061.0 112 8969539.0 113 8798544.0 114 8837061.0 115 8969897.0 116 8969897.0 117 8790017.0 118 8810724.0 119 8790017.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do IPVA,AR,1.5572700500488281,"108 2.493354e+06 109 1.440704e+06 110 1.525108e+06 111 2.284258e+06 112 2.585737e+06 113 8.233259e+05 114 8.264969e+05 115 4.455321e+05 116 3.422185e+05 117 3.424035e+05 118 2.291104e+05 119 1.951019e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Cota-Parte do ITR,XGBoost,1.344087839126587,"84 3.550897e+05 85 1.240853e+05 86 1.213912e+05 87 1.290191e+05 88 1.213912e+05 89 1.240853e+05 90 1.269916e+05 91 1.366812e+05 92 4.408535e+05 93 2.340980e+06 94 4.543688e+05 95 4.543688e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeira do Sul - RS,Transferencias LC 61_1989,HWES,0.6902706623077393,"108 52586.542969 109 59491.894531 110 59029.304688 111 49582.406250 112 51502.500000 113 49494.187500 114 49559.921875 115 66865.492188 116 59681.859375 117 57288.128906 118 53756.539062 119 59955.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,IPTU,SARIMAX,1.2963309288024902,"104 2.345540e+05 105 2.232602e+05 106 6.941907e+05 107 3.393754e+06 108 3.386378e+06 109 3.435813e+06 110 4.946732e+06 111 3.368659e+06 112 3.299771e+06 113 3.299771e+06 114 3.299771e+06 115 3.299709e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,ISS,XGBoost,0.8159778118133545,"108 796446.3750 109 755980.9375 110 796586.6250 111 796586.6250 112 796586.6250 113 796586.6250 114 796586.6250 115 796586.6250 116 796586.6250 117 796586.6250 118 796586.6250 119 796523.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,ITBI,SES,0.7558531761169434,"108 389795.34375 109 421729.90625 110 440127.46875 111 438205.53125 112 389795.34375 113 389795.34375 114 438914.65625 115 437987.96875 116 440127.53125 117 440127.46875 118 389795.34375 119 440127.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,IRRF,XGBoost,0.7143645286560059,"108 432502.65625 109 435027.34375 110 435027.34375 111 515302.62500 112 515302.62500 113 515302.62500 114 515302.62500 115 515302.62500 116 515302.62500 117 515302.62500 118 515302.62500 119 515302.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do FPM,HWES,0.728722333908081,"108 2443453.25 109 3472168.50 110 2450903.50 111 2698470.00 112 3059602.75 113 2828385.00 114 3058066.25 115 2424475.75 116 2424666.50 117 2204563.00 118 3057434.50 119 3373600.25 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do ICMS,XGBoost,0.6555325984954834,"108 1454645.125 109 1372043.250 110 1240880.125 111 1381802.875 112 1443433.250 113 1321772.500 114 1381802.875 115 1377211.750 116 1377071.750 117 1488171.625 118 1321772.500 119 1488159.125 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do IPVA,AR,1.1663591861724854,"108 1.779852e+06 109 6.771805e+05 110 5.967692e+05 111 1.142252e+06 112 6.606078e+05 113 2.599044e+05 114 1.781618e+05 115 1.010272e+05 116 9.717217e+04 117 7.929980e+04 118 6.548316e+04 119 1.167916e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Cota-Parte do ITR,XGBoost,0.9860255718231201,"100 345.449036 101 164.387314 102 167.506378 103 130.539032 104 207.361786 105 1391.462891 106 2169.936035 107 2348.671143 108 6488.502930 109 6589.749023 110 2525.554443 111 2525.559082 Name: Valor, dtype: float64" Prefeitura Municipal de Ivoti - RS,Transferencias LC 61_1989,SES,0.652454137802124,"108 14621.974609 109 11701.139648 110 14525.760742 111 14859.269531 112 14285.402344 113 15016.778320 114 15051.405273 115 13452.708984 116 14503.764648 117 12645.950195 118 14633.025391 119 14222.485352 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,IPTU,XGBoost,0.9386613368988037,"94 10238.710938 95 45869.902344 96 13323.723633 97 46267.203125 98 13432.255859 99 46308.070312 100 46293.582031 101 13373.344727 102 13321.970703 103 13252.783203 104 13473.928711 105 46303.957031 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,ISS,SARIMAX,1.3336873054504395,"108 16667.505859 109 16739.515625 110 16039.597656 111 16541.396484 112 18777.511719 113 16834.531250 114 16778.173828 115 15595.545898 116 15816.789062 117 16391.927734 118 14965.612305 119 16786.755859 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,ITBI,SARIMAX,0.8284971714019775,"105 5811.897461 106 9892.128906 107 2776.247314 108 5861.832520 109 5816.136230 110 10269.200195 111 4347.021973 112 9087.206055 113 119941.898438 114 118197.210938 115 116480.101562 116 119941.898438 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,IRRF,AR,1.1391184329986572,"108 23498.160156 109 35907.519531 110 31357.136719 111 35907.531250 112 35907.519531 113 35907.519531 114 35907.519531 115 31357.136719 116 35907.519531 117 35907.519531 118 31357.136719 119 111194.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do FPM,HWES,0.947962760925293,"108 1268495.000 109 1894134.625 110 1107008.625 111 1180600.000 112 1275064.625 113 1278225.125 114 1275064.625 115 1107008.625 116 1107008.750 117 950717.375 118 1275064.625 119 1894134.625 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do ICMS,HWES,0.7643997669219971,"108 422031.00000 109 408916.15625 110 414187.12500 111 460880.75000 112 463492.71875 113 444980.81250 114 460880.75000 115 460813.59375 116 460880.75000 117 463492.71875 118 444286.53125 119 460308.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do IPVA,MLP,1.095327377319336,"106 33505.365342 107 19076.674082 108 23276.981328 109 25258.152180 110 22094.242114 111 14149.489774 112 14054.490427 113 14751.836224 114 15719.111676 115 17027.771069 116 18880.132851 117 35330.678828 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Cota-Parte do ITR,XGBoost,1.0024080276489258,"85 125.590004 86 3265.291504 87 3230.503174 88 5391.249512 89 3285.098389 90 3281.846680 91 3289.545898 92 305.238556 93 315.687927 94 285.238007 95 315.687927 96 305.238556 Name: Valor, dtype: float64" Prefeitura Municipal de Itapuca - RS,Transferencias LC 61_1989,HWES,0.8484945297241211,"108 3742.265381 109 3621.564941 110 3652.808594 111 3593.725586 112 3730.729492 113 4117.530273 114 4038.225342 115 3568.114014 116 3606.998779 117 3957.156494 118 3569.838379 119 3533.150879 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,IPTU,XGBoost,1.1325514316558838,"90 16948.855469 91 15868.782227 92 10467.164062 93 10065.210938 94 10065.398438 95 12071.259766 96 503.983551 97 648.009460 98 328.435852 99 191.635605 100 138.353729 101 -1745.333496 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,ISS,AR,0.8715496063232422,"108 15385.963867 109 14494.395508 110 13803.317383 111 13535.485352 112 13041.223633 113 11589.840820 114 15147.782227 115 13529.339844 116 12370.861328 117 15258.431641 118 13667.441406 119 13542.469727 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,ITBI,SES,0.9587037563323975,"103 10700.007812 104 4671.104004 105 3037.980225 106 7729.810547 107 7729.810547 108 8342.682617 109 4373.359375 110 5254.938965 111 2272.722412 112 3999.138916 113 1952.475464 114 3888.836914 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,IRRF,MLP,1.1715350151062012,"108 56061.730044 109 50823.571503 110 57353.786360 111 59390.709247 112 62923.051718 113 59820.514862 114 61679.000335 115 62921.886055 116 62508.823590 117 66822.971137 118 84946.182222 119 87133.905697 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do FPM,HWES,1.0738534927368164,"108 1245512.375 109 1893774.375 110 1068795.875 111 1146583.250 112 1245888.000 113 1284387.375 114 1245888.000 115 1068795.875 116 1068795.875 117 939697.250 118 1245888.000 119 1893774.375 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do ICMS,HWES,0.7539327144622803,"108 530081.25000 109 449169.84375 110 477835.53125 111 535818.75000 112 574531.00000 113 534939.00000 114 546128.25000 115 533602.12500 116 546128.25000 117 549822.50000 118 535578.75000 119 526491.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do IPVA,SARIMAX,1.1438286304473877,"107 80376.031250 108 19241.390625 109 19580.263672 110 68485.265625 111 30445.068359 112 5582.544922 113 2679.787354 114 844.332214 115 1937.998413 116 2051.879883 117 1633.580200 118 71710.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Cota-Parte do ITR,AR,0.8724982738494873,"70 1.776407 71 16.935738 72 70.826866 73 149.515564 74 -14.222588 75 19.054670 76 70.826866 77 59.997524 78 292.029663 79 153.135452 80 50.519100 81 129.068466 Name: Valor, dtype: float64" Prefeitura Municipal de Charrua - RS,Transferencias LC 61_1989,HWES,0.829063892364502,"72 4672.569336 73 4575.036133 74 4630.693359 75 4556.663574 76 4780.771973 77 5086.613281 78 4964.988770 79 4614.637695 80 4592.185547 81 4220.942383 82 4614.649414 83 4737.737793 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,IPTU,SARIMAX,1.0265631675720215,"97 -321.642609 98 462.322845 99 2079.005127 100 42813.597656 101 87387.953125 102 272214.718750 103 79779.898438 104 81051.648438 105 19753.248047 106 80681.515625 107 80681.515625 108 7618.372070 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,ISS,SARIMAX,0.8462483882904053,"108 57216.605469 109 57195.531250 110 57550.378906 111 57219.851562 112 57558.773438 113 57550.378906 114 57558.773438 115 57558.773438 116 25206.359375 117 57195.531250 118 57195.531250 119 57219.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,ITBI,XGBoost,1.0890648365020752,"105 84616.679688 106 67508.476562 107 80229.695312 108 110393.125000 109 111136.625000 110 109984.242188 111 80229.695312 112 117761.648438 113 80203.476562 114 78152.367188 115 80203.476562 116 81252.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,IRRF,SARIMAX,0.7165803909301758,"108 89520.601562 109 69512.703125 110 89520.601562 111 73803.101562 112 89520.601562 113 71273.687500 114 89520.601562 115 89520.601562 116 69512.703125 117 69449.953125 118 69512.703125 119 91541.585938 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do FPM,HWES,0.7144927978515625,"108 1.367560e+06 109 1.893769e+06 110 1.047341e+06 111 1.093116e+06 112 1.367560e+06 113 9.289664e+05 114 1.367560e+06 115 1.492757e+06 116 1.047341e+06 117 9.324886e+05 118 1.367560e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ICMS,HWES,0.6589531898498535,"108 720458.5000 109 622933.3125 110 707571.3750 111 802658.4375 112 770638.5000 113 718202.1875 114 734674.2500 115 770645.9375 116 768333.5000 117 776269.4375 118 724547.6875 119 771254.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do IPVA,HWES,1.1561124324798584,"108 87041.281250 109 32996.695312 110 64329.968750 111 82822.070312 112 113227.085938 113 88752.726562 114 88118.742188 115 -149705.734375 116 -145231.640625 117 -150671.062500 118 -150068.734375 119 65587.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Cota-Parte do ITR,XGBoost,1.5003910064697266,"89 25764.527344 90 38229.746094 91 88084.101562 92 21226.832031 93 21226.832031 94 19426.099609 95 19407.052734 96 19410.751953 97 17470.990234 98 17493.275391 99 36222.609375 100 13629.708008 Name: Valor, dtype: float64" Prefeitura Municipal de Saldanha Marinho - RS,Transferencias LC 61_1989,AR,0.7171785831451416,"48 6823.437012 49 6511.600098 50 6823.936523 51 6836.216309 52 6825.640625 53 6854.938477 54 6825.348633 55 6824.736328 56 6824.594238 57 6821.458496 58 6821.799316 59 6823.356934 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,IPTU,XGBoost,1.1638097763061523,"108 10256271.00 109 3519485.50 110 2601593.00 111 3003093.00 112 2544040.25 113 2544084.75 114 3003093.00 115 2837224.50 116 3308448.00 117 2696847.25 118 2174834.50 119 7609085.50 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,ISS,MLP,0.6616160869598389,"108 4.573131e+06 109 3.929920e+06 110 4.135303e+06 111 4.264870e+06 112 4.153468e+06 113 4.264225e+06 114 4.255867e+06 115 4.300519e+06 116 4.356917e+06 117 4.548804e+06 118 4.396701e+06 119 4.412540e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,ITBI,MLP,1.383068561553955,"108 1.511478e+06 109 1.541057e+06 110 1.572193e+06 111 1.563768e+06 112 1.582826e+06 113 1.615397e+06 114 1.626130e+06 115 1.625206e+06 116 1.628241e+06 117 1.634325e+06 118 1.634759e+06 119 1.596811e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,IRRF,MLP,1.8114593029022217,"108 2.399351e+06 109 2.563354e+06 110 2.483437e+06 111 2.546798e+06 112 2.622387e+06 113 2.732521e+06 114 2.756858e+06 115 2.891283e+06 116 2.916809e+06 117 2.965989e+06 118 3.076247e+06 119 3.433665e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do FPM,AR,0.7493269443511963,"108 8473680.0 109 11362612.0 110 6535919.5 111 7059906.5 112 8473680.0 113 8482542.0 114 8473680.0 115 6535919.5 116 6535858.5 117 6068644.5 118 8473680.0 119 11362612.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ICMS,HWES,0.7361788749694824,"108 14910715.0 109 15434219.0 110 15152186.0 111 15273727.0 112 15319240.0 113 14795054.0 114 15304666.0 115 15271231.0 116 15271231.0 117 15318555.0 118 14951724.0 119 15117640.0 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do IPVA,AR,1.0474846363067627,"108 3.924091e+06 109 2.431432e+06 110 3.167836e+06 111 4.041252e+06 112 4.146560e+06 113 2.129497e+06 114 1.799894e+06 115 1.450018e+06 116 7.012227e+05 117 6.227206e+05 118 4.975503e+05 119 3.094565e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Cota-Parte do ITR,SES,1.8242056369781494,"30 381.009521 31 17.165007 32 233.429703 33 212.400803 34 258.185638 35 212.400803 36 381.009521 37 233.429703 38 17.165007 39 212.400803 40 233.429703 41 233.429703 Name: Valor, dtype: float64" Prefeitura Municipal de Cachoeirinha - RS,Transferencias LC 61_1989,HWES,0.6933846473693848,"72 88016.289062 73 71037.078125 74 84991.460938 75 85154.695312 76 85154.695312 77 97579.281250 78 109621.296875 79 84707.867188 80 85160.242188 81 74541.703125 82 71211.953125 83 93674.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,IPTU,Prophet,1.1066889762878418,"95 161585.359375 96 212891.015625 97 105849.867188 98 212500.484375 99 403705.718750 100 248483.078125 101 638985.625000 102 217956.000000 103 36138.652344 104 206161.953125 105 69131.906250 106 267674.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,ISS,SARIMAX,1.6493608951568604,"107 348940.90625 108 312120.12500 109 351869.65625 110 348940.90625 111 335500.18750 112 299149.31250 113 335500.18750 114 351366.00000 115 335500.18750 116 335500.18750 117 351869.65625 118 332971.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,ITBI,AR,0.6623797416687012,"87 213164.843750 88 201442.421875 89 240079.968750 90 209523.812500 91 301369.906250 92 333850.500000 93 302439.343750 94 187608.484375 95 140550.734375 96 140550.734375 97 232002.859375 98 189857.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,IRRF,SARIMAX,1.247708797454834,"107 380572.50000 108 218688.78125 109 217193.50000 110 217193.50000 111 217193.50000 112 217193.50000 113 217193.50000 114 380572.50000 115 217193.50000 116 217193.50000 117 217193.50000 118 380572.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do FPM,MLP,0.7818195819854736,"108 2.247221e+06 109 2.223247e+06 110 2.185046e+06 111 2.067109e+06 112 2.181228e+06 113 2.117962e+06 114 2.244668e+06 115 1.987409e+06 116 2.017600e+06 117 1.971119e+06 118 2.222336e+06 119 2.832829e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do ICMS,HWES,0.7877686023712158,"108 2950135.50 109 2935895.75 110 2914759.00 111 2950542.75 112 2972531.00 113 2922038.25 114 2946817.75 115 2952942.25 116 2952942.25 117 2951476.50 118 2946817.75 119 2951476.50 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do IPVA,SARIMAX,1.1655011177062988,"106 1.069389e+06 107 3.063243e+05 108 3.370491e+05 109 6.221906e+05 110 7.212389e+05 111 2.264254e+05 112 1.320901e+05 113 6.735774e+04 114 6.735774e+04 115 3.246157e+04 116 2.381879e+04 117 1.215454e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Cota-Parte do ITR,MLP,1.2496235370635986,"101 80343.312025 102 97832.284153 103 118483.161887 104 143625.408261 105 173992.276085 106 213550.487463 107 266899.536053 108 348024.851642 109 464947.822694 110 700709.052889 111 567439.431827 112 681074.400642 Name: Valor, dtype: float64" Prefeitura Municipal de Sananduva - RS,Transferencias LC 61_1989,Prophet,0.8827223777770996,"61 16281.882812 62 17749.365234 63 16638.255859 64 15978.281250 65 14894.166992 66 14812.826172 67 15863.125000 68 14812.826172 69 15868.015625 70 16281.882812 71 14812.826172 72 15863.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,IPTU,XGBoost,1.5154249668121338,"107 308777.06250 108 879422.81250 109 879422.81250 110 305605.25000 111 308777.37500 112 366388.93750 113 317755.78125 114 329861.90625 115 311173.06250 116 919776.50000 117 307133.00000 118 366388.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,ISS,SARIMAX,0.7209696769714355,"108 2769668.00 109 2780492.75 110 2745975.75 111 2730239.75 112 2760425.25 113 2737906.75 114 2745928.50 115 2745928.50 116 2746000.25 117 2745975.75 118 2745928.50 119 2730239.75 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,ITBI,AR,1.1504628658294678,"107 154718.343750 108 193196.796875 109 241597.453125 110 247329.718750 111 237406.125000 112 147197.484375 113 129972.062500 114 103504.125000 115 232197.140625 116 253439.656250 117 148651.765625 118 130037.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,IRRF,MLP,1.2356152534484863,"106 6.210495e+05 107 4.643401e+05 108 9.294192e+05 109 7.373381e+05 110 7.400453e+05 111 6.584813e+05 112 8.568329e+05 113 7.792694e+05 114 6.912702e+05 115 9.057916e+05 116 8.225440e+05 117 1.146327e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do FPM,HWES,0.6603319644927979,"108 3780204.50 109 5681307.00 110 2877268.25 111 3318040.50 112 3547028.75 113 3781370.00 114 5681307.00 115 2877268.25 116 2929630.25 117 2877268.25 118 3547028.75 119 5681307.00 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do ICMS,HWES,0.6709375381469727,"108 5562562.0 109 5582375.0 110 5375078.5 111 5810701.5 112 5849820.0 113 5806547.0 114 5810701.5 115 5764922.0 116 5582375.0 117 5849820.0 118 5806844.5 119 5849820.0 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do IPVA,XGBoost,1.248525857925415,"77 1.006932e+06 78 1.471378e+06 79 1.522356e+06 80 1.143410e+06 81 1.198512e+06 82 1.167572e+06 83 1.149942e+06 84 1.146128e+06 85 1.052712e+06 86 1.052712e+06 87 1.006938e+06 88 1.471378e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itaqui - RS,Cota-Parte do ITR,MLP,1.317542552947998,"106 4.713789e+05 107 1.632606e+05 108 1.283618e+05 109 1.746124e+05 110 2.237975e+05 111 1.810032e+05 112 2.247570e+05 113 2.077005e+05 114 3.407010e+05 115 3.352005e+06 116 7.375120e+05 117 6.059807e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,IPTU,XGBoost,1.0340213775634766,"88 1.310630e+06 89 6.418198e+05 90 6.514504e+05 91 2.482552e+05 92 3.645098e+05 93 3.067309e+05 94 3.566020e+05 95 2.450551e+05 96 2.485298e+05 97 3.566020e+05 98 3.055326e+05 99 3.643979e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,ISS,MLP,0.7330796718597412,"88 703162.499358 89 580815.332214 90 591226.459943 91 614850.834859 92 625194.465160 93 658286.569189 94 695887.872623 95 678106.137097 96 631197.520707 97 628010.965724 98 634521.479703 99 683236.014415 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,ITBI,MLP,0.818413257598877,"86 68524.611772 87 70459.151142 88 79299.675020 89 70930.481226 90 70218.197918 91 78742.580465 92 77235.673553 93 80779.458885 94 70008.382165 95 89949.763094 96 72631.735527 97 74608.911232 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,IRRF,SARIMAX,0.7613334655761719,"88 395186.06250 89 395635.31250 90 395186.06250 91 395253.59375 92 395186.06250 93 395186.06250 94 395186.06250 95 395186.06250 96 395186.06250 97 395186.06250 98 395186.06250 99 395165.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do FPM,SARIMAX,0.6899194717407227,"88 3320147.00 89 4413271.50 90 3358395.75 91 3544602.00 92 3669357.75 93 3669392.00 94 3669357.75 95 3358395.75 96 3364346.25 97 3290908.50 98 3669357.75 99 4413271.50 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do ICMS,MLP,0.6598455905914307,"86 1.888829e+06 87 1.752755e+06 88 1.803822e+06 89 1.992416e+06 90 2.143771e+06 91 1.919324e+06 92 1.960116e+06 93 2.094114e+06 94 2.091619e+06 95 2.278009e+06 96 2.000768e+06 97 2.447121e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do IPVA,XGBoost,1.0443243980407715,"88 739238.375000 89 260565.093750 90 463570.812500 91 739080.625000 92 383477.187500 93 504981.812500 94 371531.937500 95 201006.546875 96 71919.609375 97 74754.195312 98 74754.195312 99 737410.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Cota-Parte do ITR,HWES,1.4040594100952148,"86 2901.197510 87 2901.052734 88 2888.524414 89 2796.867920 90 18043.619141 91 18384.304688 92 18097.744141 93 18175.058594 94 64491.796875 95 15496.149414 96 18043.619141 97 18175.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Taquari - RS,Transferencias LC 61_1989,MLP,0.7425451278686523,"34 2.342791e+05 35 3.827315e+05 36 6.337370e+05 37 1.053446e+06 38 1.758244e+06 39 2.941723e+06 40 4.928926e+06 41 8.268158e+06 42 1.387800e+07 43 2.329696e+07 44 3.912117e+07 45 6.558478e+07 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,IPTU,XGBoost,1.0090551376342773,"89 8820.758789 90 6811.250488 91 6707.529785 92 84614.617188 93 76596.062500 94 75712.820312 95 68673.156250 96 68673.156250 97 68480.023438 98 68504.093750 99 68242.304688 100 68675.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,ISS,SARIMAX,1.015859603881836,"96 12042.833984 97 12304.664062 98 12611.555664 99 12804.904297 100 12044.563477 101 11879.940430 102 12304.664062 103 12804.904297 104 12900.871094 105 13040.891602 106 12804.904297 107 12900.871094 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,ITBI,HWES,0.8556408882141113,"91 44580.703125 92 45069.878906 93 44880.015625 94 44858.234375 95 43076.625000 96 43170.378906 97 45087.988281 98 43107.320312 99 43129.800781 100 45070.046875 101 43107.320312 102 44303.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,IRRF,SARIMAX,0.9969737529754639,"96 23209.302734 97 49227.972656 98 49227.972656 99 49228.035156 100 49227.972656 101 49228.035156 102 49227.972656 103 49227.972656 104 49918.019531 105 49227.972656 106 49227.972656 107 49918.019531 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do FPM,SARIMAX,0.6731834411621094,"96 1.247742e+06 97 1.260982e+06 98 8.405178e+05 99 1.247742e+06 100 1.260982e+06 101 1.246976e+06 102 1.260982e+06 103 8.407697e+05 104 8.174331e+05 105 8.174331e+05 106 1.260769e+06 107 1.260982e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do ICMS,HWES,0.6860473155975342,"96 308096.71875 97 367198.56250 98 367850.84375 99 363807.06250 100 388894.53125 101 309545.65625 102 363807.06250 103 367198.56250 104 307910.46875 105 303571.31250 106 312892.28125 107 389587.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Cota-Parte do IPVA,MLP,1.0965263843536377,"94 41306.796237 95 20715.270985 96 19637.129445 97 30447.526311 98 23034.094493 99 20802.902108 100 15597.996524 101 14928.761676 102 13768.268514 103 15688.424527 104 15591.776323 105 67375.634024 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Xingu - RS,Transferencias LC 61_1989,XGBoost,0.814476728439331,"48 5705.986328 49 5552.644043 50 5705.997559 51 5552.644043 52 5596.947266 53 5594.458984 54 5566.520508 55 5609.224121 56 5863.207031 57 5863.199707 58 5863.207031 59 5863.199707 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,IPTU,SARIMAX,0.693976640701294,"96 263742.68750 97 265394.68750 98 265085.90625 99 381496.56250 100 382173.28125 101 264874.15625 102 265395.68750 103 263744.03125 104 399695.15625 105 382141.50000 106 264979.15625 107 382141.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,ISS,XGBoost,1.3541090488433838,"100 485587.46875 101 484462.53125 102 485472.43750 103 485472.43750 104 485472.43750 105 484548.09375 106 485472.43750 107 485472.43750 108 485472.43750 109 485472.43750 110 485472.43750 111 485472.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,ITBI,MLP,1.2415759563446045,"97 95633.017526 98 83918.534349 99 83103.487369 100 83593.146883 101 86747.797679 102 89324.154917 103 81907.916856 104 81307.931520 105 85975.889702 106 91049.449396 107 92732.941222 108 92537.987956 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,IRRF,XGBoost,0.7796118259429932,"100 59953.589844 101 167095.453125 102 46831.339844 103 95672.078125 104 254552.968750 105 134350.984375 106 17838.544922 107 132793.546875 108 132793.546875 109 10794.298828 110 132351.156250 111 246508.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do FPM,SARIMAX,0.7550249099731445,"100 1576562.875 101 2525024.750 102 1412904.625 103 1424367.000 104 1576562.875 105 1408830.375 106 2525024.750 107 1576562.875 108 1576562.875 109 1576562.875 110 2525024.750 111 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do ICMS,XGBoost,0.6891379356384277,"100 1.007012e+06 101 9.447150e+05 102 1.077414e+06 103 9.562860e+05 104 9.252427e+05 105 9.520122e+05 106 1.014666e+06 107 9.374892e+05 108 9.446982e+05 109 1.306937e+06 110 9.724078e+05 111 1.282821e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Cota-Parte do IPVA,SARIMAX,0.9080390930175781,"98 262027.031250 99 227552.328125 100 127654.125000 101 227546.640625 102 231237.843750 103 247871.421875 104 128435.031250 105 127328.578125 106 126266.343750 107 126689.500000 108 134611.046875 109 253454.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Pantano Grande - RS,Transferencias LC 61_1989,XGBoost,1.426910400390625,"100 11715.361328 101 10951.387695 102 10351.151367 103 11735.370117 104 10900.502930 105 11258.648438 106 11775.257812 107 11766.885742 108 11770.153320 109 10533.561523 110 13377.510742 111 11773.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,IPTU,XGBoost,1.3905589580535889,"108 5.191588e+04 109 4.828713e+04 110 1.699262e+05 111 5.211840e+05 112 5.484014e+06 113 3.013452e+05 114 3.550097e+05 115 3.520440e+05 116 3.777560e+05 117 3.720442e+05 118 1.794268e+05 119 1.775857e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,ISS,SARIMAX,0.8843669891357422,"108 678524.9375 109 649080.0625 110 678524.9375 111 678524.9375 112 678524.9375 113 682290.6875 114 678524.9375 115 678524.9375 116 682290.6875 117 678524.9375 118 682290.6875 119 678524.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,ITBI,MLP,0.8135693073272705,"108 219876.005674 109 199866.850202 110 236663.228303 111 192964.144330 112 228975.284245 113 221173.927418 114 235404.934927 115 266569.617819 116 207852.661068 117 216669.472043 118 209403.588476 119 213275.398418 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,IRRF,XGBoost,0.8363425731658936,"108 512729.65625 109 329933.84375 110 465685.09375 111 465685.09375 112 465773.53125 113 465773.53125 114 426621.03125 115 465773.53125 116 426621.03125 117 465685.09375 118 426621.03125 119 465685.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do FPM,HWES,0.7956957817077637,"108 2894143.75 109 4405940.00 110 2438429.00 111 2684469.75 112 2901593.75 113 2938530.25 114 2901593.75 115 2438429.00 116 2438429.00 117 2304891.75 118 2894863.50 119 4405940.00 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do ICMS,HWES,1.0730955600738525,"108 2913432.25 109 2324688.50 110 2846689.50 111 2908206.00 112 3087478.25 113 2863039.25 114 2881149.00 115 2920124.00 116 3083091.00 117 3279907.50 118 3080340.50 119 3289692.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do IPVA,AR,1.2563436031341553,"108 1.512315e+06 109 4.924017e+05 110 4.782260e+05 111 8.502376e+05 112 6.565869e+05 113 2.985954e+05 114 1.465749e+05 115 1.670459e+05 116 1.310125e+05 117 1.194643e+05 118 4.587187e+04 119 1.512315e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Cota-Parte do ITR,SARIMAX,1.64341139793396,"107 201.347778 108 86.718498 109 190.041763 110 86.718498 111 543.525879 112 506.791260 113 1032.590576 114 7761.487305 115 14758.267578 116 25402.146484 117 2300.844727 118 2368.946777 Name: Valor, dtype: float64" Prefeitura Municipal de Tapejara - RS,Transferencias LC 61_1989,HWES,0.6642451286315918,"108 25531.792969 109 27770.632812 110 26194.972656 111 26383.435547 112 25972.169922 113 27218.656250 114 26712.755859 115 25730.302734 116 25573.107422 117 28528.234375 118 26086.818359 119 28709.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,IPTU,AR,0.8074812889099121,"107 221669.671875 108 225405.328125 109 480941.250000 110 421725.062500 111 236141.328125 112 228754.546875 113 228105.125000 114 229499.656250 115 228754.546875 116 221294.000000 117 229499.656250 118 480941.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,ISS,SARIMAX,0.7152557373046875,"108 436349.59375 109 747220.00000 110 747220.00000 111 747976.50000 112 748693.43750 113 746771.81250 114 747573.87500 115 750281.87500 116 747447.81250 117 748693.43750 118 747447.81250 119 746771.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,ITBI,XGBoost,0.8229272365570068,"108 163393.203125 109 161913.156250 110 163088.546875 111 155390.453125 112 161882.500000 113 156774.421875 114 162867.578125 115 164770.062500 116 163247.000000 117 161913.156250 118 163088.546875 119 162867.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,IRRF,SARIMAX,0.7165632247924805,"108 199821.375000 109 199168.968750 110 199520.234375 111 199520.234375 112 199066.421875 113 199520.234375 114 199520.234375 115 199520.234375 116 199520.234375 117 199520.234375 118 199520.234375 119 199520.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do FPM,HWES,0.8196141719818115,"108 1313591.375 109 1893768.750 110 1209094.000 111 1563364.625 112 1524924.500 113 1563364.625 114 1388661.375 115 1209094.000 116 1207159.250 117 984092.250 118 1524924.500 119 1896950.875 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do ICMS,XGBoost,0.6836950778961182,"108 9.465202e+05 109 9.866553e+05 110 9.816289e+05 111 1.019432e+06 112 9.603826e+05 113 1.000687e+06 114 1.018141e+06 115 9.938038e+05 116 9.943338e+05 117 9.374813e+05 118 9.935631e+05 119 9.374813e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do IPVA,SARIMAX,1.1135432720184326,"108 257820.859375 109 230994.015625 110 229109.843750 111 240998.671875 112 226172.593750 113 71066.242188 114 70918.585938 115 53403.656250 116 48190.031250 117 38216.496094 118 30031.669922 119 227912.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Cota-Parte do ITR,MLP,1.2832014560699463,"108 22509.371335 109 12144.014187 110 9164.578835 111 10352.087658 112 9582.918167 113 11241.730301 114 27777.681855 115 13288.758714 116 30581.872398 117 467944.339487 118 106694.241725 119 17678.858891 Name: Valor, dtype: float64" Prefeitura Municipal de Glorinha - RS,Transferencias LC 61_1989,XGBoost,0.9080369472503662,"108 7295.353027 109 8626.324219 110 8224.695312 111 8304.894531 112 8224.832031 113 8694.489258 114 8529.791016 115 7837.636230 116 7880.983398 117 7808.267090 118 7837.636230 119 7650.272949 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,IPTU,HWES,1.471837043762207,"108 3.024884e+04 109 5.682220e+05 110 3.282669e+06 111 3.248323e+06 112 6.524894e+05 113 6.387520e+05 114 6.260462e+05 115 6.238294e+05 116 3.185262e+05 117 6.416561e+05 118 3.978924e+05 119 2.383873e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,ISS,SARIMAX,0.7136185169219971,"108 205680.62500 109 526650.87500 110 817514.62500 111 521878.31250 112 522022.65625 113 496488.43750 114 495101.43750 115 518631.78125 116 490528.87500 117 517012.71875 118 517012.71875 119 517012.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,ITBI,SARIMAX,0.7282516956329346,"108 16386.701172 109 209741.046875 110 163691.812500 111 209741.046875 112 159966.687500 113 209741.046875 114 156534.656250 115 209741.046875 116 209741.046875 117 209741.046875 118 209794.812500 119 209741.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,IRRF,MLP,0.7147910594940186,"108 480166.614256 109 558073.551548 110 515761.158482 111 508406.361873 112 513386.180155 113 502079.326229 114 516593.764808 115 502701.208593 116 511898.943333 117 488218.852816 118 516037.107291 119 646720.115005 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do FPM,HWES,0.819511890411377,"108 4562709.00 109 6943819.00 110 4007537.00 111 4181594.75 112 4566484.00 113 4590156.00 114 4566484.00 115 4007537.00 116 4007557.75 117 3485124.50 118 4566484.00 119 6943819.00 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do ICMS,HWES,0.7434930801391602,"108 1715600.500 109 1665969.125 110 1624106.125 111 1839320.250 112 1710653.875 113 1712589.125 114 1851290.500 115 1828085.500 116 1864534.250 117 1802699.125 118 1743818.750 119 1779260.625 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do IPVA,AR,1.1847236156463623,"108 1.134360e+06 109 8.239954e+05 110 1.263768e+06 111 1.153248e+06 112 1.266995e+06 113 6.606465e+05 114 4.848225e+05 115 3.912971e+05 116 1.967926e+05 117 1.281084e+05 118 1.064946e+05 119 1.270477e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Cota-Parte do ITR,XGBoost,1.1739110946655273,"105 2907.500244 106 7319.626465 107 22508.109375 108 22583.875000 109 22580.632812 110 22656.625000 111 23427.466797 112 22459.699219 113 23548.371094 114 5391.594238 115 23961.757812 116 23951.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Parobé - RS,Transferencias LC 61_1989,MLP,1.2069575786590576,"108 15550.847958 109 15093.571346 110 15521.282456 111 15739.984379 112 15719.724835 113 15844.764653 114 15796.301893 115 15653.190668 116 15786.557651 117 15993.803884 118 15064.171751 119 15266.296711 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,IPTU,HWES,1.0918223857879639,"108 4.586916e+06 109 5.471512e+06 110 1.232828e+06 111 9.873842e+05 112 1.232828e+06 113 1.328970e+06 114 1.238591e+06 115 1.183738e+06 116 3.491464e+06 117 1.232828e+06 118 1.329302e+06 119 1.334038e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,ISS,MLP,0.728743314743042,"108 2.455378e+06 109 2.308840e+06 110 2.381967e+06 111 2.392337e+06 112 2.503704e+06 113 2.453603e+06 114 2.377794e+06 115 2.409658e+06 116 2.482698e+06 117 2.415859e+06 118 2.534912e+06 119 2.629832e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,ITBI,SES,0.7340424060821533,"108 629968.3750 109 647721.6875 110 645421.8125 111 645421.8125 112 643501.6875 113 662381.5000 114 634189.2500 115 601097.0625 116 605981.4375 117 673433.5625 118 672311.6875 119 718631.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,IRRF,MLP,0.6862714290618896,"108 1.744327e+06 109 1.638221e+06 110 1.741788e+06 111 1.733095e+06 112 1.738157e+06 113 1.797080e+06 114 1.723719e+06 115 1.752481e+06 116 1.812550e+06 117 1.922465e+06 118 2.409686e+06 119 1.926757e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do FPM,HWES,0.7371678352355957,"108 7196304.5 109 11362786.0 110 6596922.0 111 7196304.5 112 8979378.0 113 8270169.0 114 11362786.0 115 6596922.0 116 6610495.5 117 5676006.0 118 8979378.0 119 11362786.0 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ICMS,XGBoost,0.6619386672973633,"108 6724991.5 109 7053005.0 110 7113609.0 111 7170394.0 112 7529350.5 113 7040965.0 114 7044447.0 115 7191027.0 116 7191027.0 117 7703367.5 118 7182694.5 119 7251223.5 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do IPVA,AR,1.4841532707214355,"108 2.263368e+06 109 1.978345e+06 110 2.050689e+06 111 2.414476e+06 112 2.414476e+06 113 1.978704e+06 114 1.394888e+06 115 1.087676e+06 116 6.092768e+05 117 4.790968e+05 118 3.109731e+05 119 2.358939e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Cota-Parte do ITR,AR,1.4131293296813965,"108 8.484326e+05 109 8.084299e+04 110 8.496698e+04 111 7.760232e+04 112 4.874444e+04 113 5.883832e+04 114 5.604291e+04 115 4.874444e+04 116 2.394715e+05 117 5.316868e+06 118 1.028005e+06 119 1.028005e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Uruguaiana - RS,Transferencias LC 61_1989,SES,0.6719961166381836,"108 63634.503906 109 65177.375000 110 67644.578125 111 66899.414062 112 62467.152344 113 68277.046875 114 77521.796875 115 64943.406250 116 54439.660156 117 58765.906250 118 67826.820312 119 65232.800781 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,IPTU,Prophet,1.2305939197540283,"98 101266.093750 99 95657.117188 100 95666.953125 101 104667.265625 102 105000.140625 103 342894.687500 104 116270.570312 105 104480.359375 106 104480.359375 107 105000.140625 108 72698.351562 109 72920.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,ISS,SES,0.6955530643463135,"108 17009.414062 109 16744.123047 110 24503.828125 111 24365.501953 112 16895.431641 113 30830.714844 114 16442.287109 115 16559.671875 116 17734.779297 117 20550.779297 118 24581.882812 119 20587.802734 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,ITBI,XGBoost,0.8095903396606445,"108 26726.568359 109 56552.171875 110 3355.291260 111 29786.894531 112 24215.466797 113 24905.742188 114 19274.753906 115 19260.064453 116 22609.849609 117 10803.754883 118 6979.753906 119 57058.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,IRRF,Prophet,0.768932580947876,"104 15760.160156 105 7493.657715 106 12530.083984 107 4709.907227 108 27132.671875 109 7586.132324 110 43523.445312 111 12530.083984 112 7049.979004 113 34158.945312 114 36412.312500 115 86322.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do FPM,AR,0.7146422863006592,"108 1231139.000 109 1893789.750 110 1123745.375 111 1150625.250 112 1242278.500 113 1242357.625 114 1244748.375 115 1123745.375 116 1123747.000 117 975237.625 118 1242278.500 119 1893789.750 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ICMS,HWES,0.8470668792724609,"108 1330989.375 109 1326164.625 110 1327002.500 111 1388977.000 112 1404420.875 113 1366283.625 114 1388976.750 115 1404171.000 116 1404171.000 117 1389294.375 118 1348358.875 119 1389287.875 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do IPVA,AR,1.0795843601226807,"108 111629.257812 109 84522.406250 110 44736.730469 111 122653.695312 112 120540.929688 113 30728.552734 114 21734.912109 115 15399.522461 116 16623.039062 117 25774.732422 118 26873.619141 119 159633.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Cota-Parte do ITR,MLP,1.4157476425170898,"108 12344.945486 109 14461.140514 110 14331.691232 111 16242.960730 112 16635.843603 113 18970.130753 114 20025.009858 115 22022.978124 116 55444.107694 117 289850.848266 118 31582.727622 119 50671.738896 Name: Valor, dtype: float64" Prefeitura Municipal de Esmeralda - RS,Transferencias LC 61_1989,HWES,0.863325834274292,"108 9518.809570 109 7618.251465 110 8134.473145 111 8371.899414 112 8407.142578 113 9473.278320 114 9363.212891 115 8365.844727 116 8240.672852 117 9440.839844 118 8179.275391 119 9071.752930 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,IPTU,HWES,1.2981293201446533,"97 4530.262695 98 14678.168945 99 17197.115234 100 147115.671875 101 143270.828125 102 24677.619141 103 24248.310547 104 24677.619141 105 24263.308594 106 16943.388672 107 17413.271484 108 16605.884766 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,ISS,AR,0.6642119884490967,"108 59244.320312 109 45116.093750 110 52872.343750 111 43801.316406 112 46755.308594 113 46742.550781 114 54694.210938 115 44420.980469 116 54694.210938 117 54703.781250 118 46778.265625 119 54128.835938 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,ITBI,MLP,1.0769152641296387,"106 12520.715557 107 14855.337862 108 12558.444424 109 15528.820427 110 16698.841009 111 15874.007867 112 13361.728872 113 17722.274710 114 15817.872389 115 13954.939145 116 17180.593446 117 18288.810255 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,IRRF,XGBoost,1.1615087985992432,"107 59007.750000 108 83582.882812 109 83582.882812 110 83582.882812 111 83582.882812 112 83582.882812 113 83582.882812 114 83582.882812 115 83582.882812 116 83582.882812 117 83582.882812 118 83582.882812 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do FPM,HWES,0.8405954837799072,"108 1.312919e+06 109 1.893769e+06 110 1.107887e+06 111 1.187426e+06 112 1.312917e+06 113 1.323369e+06 114 1.312917e+06 115 1.107887e+06 116 1.110172e+06 117 9.508064e+05 118 1.312917e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do ICMS,HWES,0.8204247951507568,"108 562539.25000 109 513506.06250 110 514775.40625 111 565093.00000 112 570410.31250 113 570634.68750 114 565161.00000 115 566108.81250 116 566108.81250 117 562706.62500 118 567204.50000 119 562627.56250 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do IPVA,SARIMAX,1.2406892776489258,"108 130930.085938 109 44681.523438 110 44681.523438 111 59353.214844 112 59361.136719 113 14069.430664 114 14069.430664 115 10273.957031 116 7455.274414 117 7383.374023 118 7105.577148 119 133632.968750 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Cota-Parte do ITR,XGBoost,0.9632587432861328,"98 30.247364 99 2704.217773 100 4301.001465 101 4709.219238 102 4743.229492 103 4733.726074 104 4743.229492 105 4732.484863 106 1944.088745 107 1352.053833 108 4732.418457 109 4711.473633 Name: Valor, dtype: float64" Prefeitura Municipal de São Valentim - RS,Transferencias LC 61_1989,XGBoost,0.8083827495574951,"60 3968.807617 61 4367.445312 62 3938.700195 63 3968.833496 64 3338.870605 65 3338.870605 66 3340.236572 67 3338.870605 68 3340.236572 69 3979.029297 70 3338.870605 71 3340.236572 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,IPTU,HWES,1.3364520072937012,"99 -1198.089966 100 2384.484131 101 3546.698975 102 14816.497070 103 71274.132812 104 8909.969727 105 5603.136719 106 8154.458008 107 8430.424805 108 1622.176147 109 13368.812500 110 1622.176147 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,ISS,XGBoost,1.2580921649932861,"108 42618.281250 109 44173.093750 110 37200.742188 111 44173.093750 112 43987.203125 113 44043.097656 114 44172.351562 115 38023.171875 116 44173.093750 117 44117.199219 118 38023.171875 119 44043.097656 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,ITBI,XGBoost,1.282562494277954,"104 6247.599609 105 13211.123047 106 12467.561523 107 10917.294922 108 8720.770508 109 13816.696289 110 12467.561523 111 11026.468750 112 21048.619141 113 18071.839844 114 17017.058594 115 14053.383789 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,IRRF,XGBoost,0.8006927967071533,"108 49076.574219 109 113534.484375 110 49076.574219 111 49076.574219 112 50813.648438 113 49076.574219 114 49076.574219 115 49076.574219 116 49076.574219 117 64566.625000 118 64566.625000 119 113534.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do FPM,HWES,0.7585575580596924,"108 1.277074e+06 109 1.893795e+06 110 1.124800e+06 111 1.150933e+06 112 1.280239e+06 113 1.265474e+06 114 1.280239e+06 115 1.124800e+06 116 1.130215e+06 117 9.471672e+05 118 1.280239e+06 119 1.893795e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ICMS,HWES,0.6759481430053711,"108 653254.0000 109 547016.1250 110 556885.8750 111 645493.8125 112 657358.1875 113 664351.0625 114 645493.8125 115 654970.6875 116 654970.6875 117 648841.0625 118 664351.0625 119 648841.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do IPVA,XGBoost,1.1645448207855225,"108 82857.320312 109 37721.972656 110 37721.972656 111 82857.320312 112 82857.351562 113 35251.832031 114 8995.282227 115 8713.679688 116 5176.065918 117 7739.550781 118 5110.630371 119 82652.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Cota-Parte do ITR,MLP,1.393833875656128,"81 1552.810562 82 1848.002519 83 2122.292145 84 2415.618069 85 2758.549323 86 3186.540954 87 3534.535384 88 4088.052914 89 3603.776335 90 1285.418225 91 1404.364451 92 1588.724372 Name: Valor, dtype: float64" Prefeitura Municipal de Senador Salgado Filho - RS,Transferencias LC 61_1989,HWES,0.9201953411102295,"108 5324.368164 109 5299.268555 110 5246.835938 111 5606.416016 112 5388.998047 113 5232.178223 114 5360.096191 115 5317.140137 116 6097.813965 117 5950.752930 118 5761.297852 119 6024.884277 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,IPTU,XGBoost,1.186037302017212,"79 6155.580566 80 27124.634766 81 34902.984375 82 50608.468750 83 36498.746094 84 39739.308594 85 41394.722656 86 37160.921875 87 41394.722656 88 41394.722656 89 20413.437500 90 20850.041016 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,ISS,XGBoost,0.9291853904724121,"80 34941.140625 81 34889.015625 82 34932.613281 83 34918.691406 84 34918.691406 85 34932.613281 86 34918.691406 87 21242.798828 88 34932.613281 89 34932.613281 90 23632.160156 91 34918.691406 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,ITBI,MLP,1.3683505058288574,"69 40419.792501 70 21080.824320 71 18061.531432 72 19782.398623 73 21492.681545 74 19590.989031 75 14504.756971 76 14219.681471 77 9572.258241 78 7729.236631 79 8249.130685 80 8575.935568 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,IRRF,AR,0.7645730972290039,"80 67916.828125 81 68947.789062 82 67113.867188 83 68631.500000 84 68347.750000 85 68947.789062 86 68624.445312 87 68631.500000 88 105911.523438 89 70490.492188 90 68631.500000 91 105911.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do FPM,XGBoost,0.7344629764556885,"80 1247735.375 81 1246586.250 82 1247736.125 83 1247735.375 84 1247741.375 85 1247735.375 86 1247736.125 87 1247735.375 88 1247736.125 89 1247736.125 90 1247741.375 91 1246586.250 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ICMS,XGBoost,0.6493518352508545,"80 894136.3750 81 897347.5625 82 897347.5625 83 897347.5625 84 895224.1250 85 897347.5625 86 897347.5625 87 897347.5625 88 897347.5625 89 897347.5625 90 897347.5625 91 897347.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do IPVA,XGBoost,1.2523221969604492,"80 52147.035156 81 48121.011719 82 41687.058594 83 42582.628906 84 42582.449219 85 48559.414062 86 51231.781250 87 50563.398438 88 49366.292969 89 49366.292969 90 50143.441406 91 52147.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Cota-Parte do ITR,XGBoost,0.7219710350036621,"75 112043.328125 76 241874.937500 77 877071.937500 78 747292.000000 79 742232.625000 80 739531.500000 81 740889.312500 82 740081.375000 83 742986.312500 84 747805.937500 85 749689.562500 86 742487.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Quaraí - RS,Transferencias LC 61_1989,MLP,0.7882852554321289,"38 10890.053287 39 11497.584834 40 11359.822705 41 11333.687897 42 11334.490873 43 11600.542753 44 11414.173977 45 12092.917266 46 11510.544930 47 11876.426314 48 11892.626023 49 12318.534693 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,IPTU,SARIMAX,1.1141459941864014,"107 109221.203125 108 157835.343750 109 162260.843750 110 618098.687500 111 603756.375000 112 167645.984375 113 158485.437500 114 154252.687500 115 154093.281250 116 164515.109375 117 156264.015625 118 158485.437500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,ISS,SARIMAX,0.7980940341949463,"108 308475.65625 109 308110.84375 110 308481.65625 111 308395.37500 112 308110.84375 113 308556.53125 114 308110.84375 115 308556.53125 116 308556.53125 117 308556.53125 118 308556.53125 119 308556.53125 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,ITBI,HWES,1.5520341396331787,"108 7.642041e+04 109 9.056909e+05 110 3.755065e+05 111 3.934199e+05 112 3.868682e+05 113 3.874005e+05 114 3.748360e+05 115 3.757926e+05 116 3.711245e+05 117 1.263079e+06 118 3.733070e+05 119 3.731211e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,IRRF,HWES,0.7249009609222412,"108 206507.156250 109 194902.578125 110 193630.593750 111 198156.031250 112 191833.218750 113 185585.890625 114 197713.453125 115 199936.531250 116 209402.484375 117 194902.578125 118 187087.109375 119 378273.062500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do FPM,AR,0.8350059986114502,"108 2677542.500 109 3787537.750 110 2042680.625 111 2301458.250 112 2677542.750 113 2522045.750 114 2677542.750 115 2042680.625 116 2042680.625 117 1907404.250 118 2677542.750 119 3787537.750 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ICMS,HWES,0.6529111862182617,"108 2534280.00 109 2383074.00 110 2381916.75 111 2584048.00 112 2596022.25 113 2477970.75 114 2584048.00 115 2591951.00 116 2591951.00 117 2582777.75 118 2475241.75 119 2582777.75 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do IPVA,XGBoost,1.2100532054901123,"108 455731.750000 109 172023.000000 110 219396.015625 111 455731.750000 112 411100.843750 113 181398.781250 114 114402.578125 115 84227.335938 116 37653.382812 117 53160.582031 118 23519.931641 119 361552.312500 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Cota-Parte do ITR,MLP,1.522118091583252,"36 32660.058912 37 2649.992331 38 -4.672256 39 2692.786066 40 1872.881169 41 3209.334823 42 -30.774801 43 4918.437604 44 86572.092416 45 397072.521081 46 47087.812647 47 48975.246120 Name: Valor, dtype: float64" Prefeitura Municipal de São Francisco de Assis - RS,Transferencias LC 61_1989,AR,0.6453359127044678,"60 21898.740234 61 22185.308594 62 22899.921875 63 23261.748047 64 22933.515625 65 17589.605469 66 23428.578125 67 17317.201172 68 23131.126953 69 19965.457031 70 22898.298828 71 21914.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,IPTU,MLP,1.6570045948028564,"98 47235.862574 99 54908.804883 100 69913.884824 101 94696.826791 102 167310.640655 103 102336.149579 104 72347.894230 105 82347.230014 106 97478.676574 107 118058.509305 108 142382.283464 109 170358.467447 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,ISS,XGBoost,0.8736593723297119,"108 86549.460938 109 86553.656250 110 86441.578125 111 86425.117188 112 86425.117188 113 86549.460938 114 115604.101562 115 86549.460938 116 86549.460938 117 116334.789062 118 86549.460938 119 86549.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,ITBI,MLP,1.3334219455718994,"106 19643.695167 107 21149.663886 108 22514.321392 109 22775.592161 110 25250.237125 111 28143.406786 112 24824.363851 113 26893.748024 114 27233.830621 115 25329.372417 116 24899.114380 117 27699.706361 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,IRRF,XGBoost,0.9929678440093994,"108 73933.015625 109 73930.703125 110 126961.515625 111 73930.703125 112 73930.703125 113 73930.703125 114 126961.515625 115 136158.687500 116 73930.703125 117 73930.703125 118 73930.703125 119 136158.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do FPM,HWES,0.7409024238586426,"108 1.243666e+06 109 1.893921e+06 110 1.075491e+06 111 1.148330e+06 112 1.244504e+06 113 1.288770e+06 114 1.244504e+06 115 1.075491e+06 116 1.075491e+06 117 9.522844e+05 118 1.244504e+06 119 1.893921e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ICMS,HWES,0.6993563175201416,"108 715444.5625 109 532640.5000 110 597845.6250 111 633586.8750 112 808612.8750 113 712761.0625 114 633586.8750 115 808275.5000 116 808275.5000 117 790875.0000 118 709585.3750 119 790875.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do IPVA,AR,0.668217658996582,"108 146171.375000 109 37431.187500 110 47218.308594 111 88644.367188 112 53707.699219 113 23976.871094 114 23989.148438 115 23352.144531 116 2174.315186 117 11255.279297 118 8518.452148 119 145093.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Cota-Parte do ITR,SARIMAX,1.2735164165496826,"95 89.700211 96 109.380440 97 1005.763733 98 -240.478256 99 -24.274483 100 927.629211 101 210.497803 102 205.739105 103 357.948334 104 2286.242432 105 90.505859 106 122.211227 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Lajeados - RS,Transferencias LC 61_1989,HWES,2.0636343955993652,"108 6651.046387 109 6828.647949 110 6718.511230 111 5566.788086 112 5793.056152 113 5757.380859 114 8387.251953 115 7450.408203 116 7481.322266 117 7351.020020 118 7208.694336 119 7102.683594 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,IPTU,Prophet,1.1369554996490479,"91 11874.312500 92 15285.766602 93 58441.558594 94 27276.015625 95 62464.558594 96 271354.375000 97 25832.757812 98 61185.601562 99 28544.246094 100 33012.656250 101 60622.035156 102 25722.291016 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,ISS,SARIMAX,0.7790663242340088,"108 129977.187500 109 130987.523438 110 133920.531250 111 133920.531250 112 132652.000000 113 133920.531250 114 132652.000000 115 132652.000000 116 132652.000000 117 127427.695312 118 132652.000000 119 132651.781250 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,ITBI,MLP,0.6936841011047363,"108 34318.781220 109 36543.634662 110 35010.674877 111 38108.947092 112 36119.119959 113 40848.643983 114 42010.894429 115 36192.153346 116 35114.490217 117 41151.224473 118 34788.519533 119 37849.063638 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,IRRF,XGBoost,1.282111644744873,"106 68377.343750 107 68388.992188 108 68322.648438 109 68377.343750 110 68322.648438 111 68322.648438 112 68322.648438 113 68322.648438 114 68322.648438 115 68322.648438 116 68322.648438 117 86713.320312 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do FPM,HWES,0.8282570838928223,"108 1313687.500 109 1893794.500 110 1100282.375 111 1174231.250 112 1313884.875 113 1338522.750 114 1313884.875 115 1100282.375 116 1091305.875 117 948535.000 118 1313884.875 119 1893794.500 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ICMS,HWES,0.8250374794006348,"108 1.065067e+06 109 9.008390e+05 110 1.012257e+06 111 1.104249e+06 112 1.150327e+06 113 1.088617e+06 114 1.104249e+06 115 1.112687e+06 116 1.096750e+06 117 1.150327e+06 118 1.098915e+06 119 1.105858e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do IPVA,AR,1.1710126399993896,"108 431016.906250 109 237769.187500 110 260983.484375 111 404873.937500 112 418957.750000 113 455111.625000 114 168074.562500 115 122111.921875 116 97941.320312 117 54796.148438 118 43746.500000 119 421773.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Cota-Parte do ITR,XGBoost,1.2383184432983398,"106 24962.609375 107 1777.814941 108 4882.388184 109 31595.109375 110 25767.460938 111 8737.988281 112 8737.989258 113 71299.976562 114 71299.976562 115 277730.218750 116 8738.011719 117 8764.520508 Name: Valor, dtype: float64" Prefeitura Municipal de São José do Ouro - RS,Transferencias LC 61_1989,XGBoost,0.8463389873504639,"60 7611.759277 61 8088.990234 62 7669.445312 63 7611.759277 64 7016.875488 65 7016.875488 66 7035.230957 67 7016.875488 68 7035.105469 69 7611.759277 70 7016.875488 71 7035.230957 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,IPTU,SARIMAX,0.7919719219207764,"104 3899.464844 105 17880.419922 106 24194.980469 107 854234.187500 108 24093.835938 109 24608.253906 110 24505.798828 111 24407.103516 112 66682.320312 113 20418.351562 114 19611.976562 115 3039.335449 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,ISS,SARIMAX,1.193427324295044,"108 84552.289062 109 85831.320312 110 83857.906250 111 83857.906250 112 83857.906250 113 91719.718750 114 83857.906250 115 84552.289062 116 90903.320312 117 83306.406250 118 84416.773438 119 83857.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,ITBI,MLP,0.7615880966186523,"107 9739.857675 108 7139.106523 109 7305.304851 110 7672.177475 111 9358.149640 112 9930.877456 113 8217.497564 114 6814.903433 115 6608.756284 116 8183.300787 117 8176.015578 118 7895.541715 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,IRRF,SARIMAX,0.7263033390045166,"108 3211.048584 109 132122.171875 110 129806.585938 111 129806.585938 112 129806.585938 113 129806.585938 114 129807.890625 115 129806.585938 116 129806.585938 117 131221.031250 118 132122.171875 119 132122.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do FPM,HWES,0.7972636222839355,"108 1357533.250 109 1893926.000 110 1062241.125 111 1358197.625 112 1363243.750 113 1358191.250 114 1363243.750 115 1062241.125 116 1055916.125 117 1117119.750 118 1363243.750 119 1893926.000 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do ICMS,HWES,0.6728475093841553,"108 621341.2500 109 635930.1250 110 607770.3750 111 614413.6250 112 674426.7500 113 664731.0625 114 665225.6875 115 664526.0000 116 664526.0000 117 701915.8125 118 664823.5000 119 661810.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do IPVA,AR,1.490478515625,"107 238442.125000 108 62686.722656 109 74806.859375 110 106593.312500 111 74878.507812 112 34515.410156 113 13087.016602 114 11366.220703 115 11070.431641 116 13117.483398 117 12336.604492 118 249350.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Cota-Parte do ITR,XGBoost,0.9936816692352295,"96 129.199890 97 41.929993 98 41.951481 99 79.877457 100 53.245590 101 41.929993 102 80.098137 103 41.929993 104 58.615532 105 283.981445 106 138.788605 107 76.455765 Name: Valor, dtype: float64" Prefeitura Municipal de Muçum - RS,Transferencias LC 61_1989,HWES,0.8660895824432373,"96 5799.772461 97 5509.908691 98 5585.995117 99 5131.591797 100 4995.924316 101 5477.288086 102 5354.585449 103 5241.206055 104 4852.576172 105 4848.992676 106 5564.568848 107 6147.447266 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,IPTU,AR,1.3112459182739258,"108 1.045626e+07 109 2.137391e+06 110 1.004736e+06 111 1.031200e+06 112 1.449615e+06 113 9.884832e+05 114 1.404405e+06 115 1.161510e+06 116 1.160446e+06 117 9.716075e+05 118 9.716075e+05 119 2.918078e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,ISS,SARIMAX,0.6901354789733887,"108 144886.531250 109 149015.031250 110 147604.265625 111 148972.578125 112 144431.171875 113 133910.500000 114 144630.875000 115 146765.937500 116 144342.343750 117 144342.343750 118 144530.843750 119 144543.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,ITBI,MLP,0.716712474822998,"108 344430.516632 109 357076.864458 110 382811.191709 111 329691.753527 112 374852.068795 113 336154.041820 114 301596.646737 115 332404.044387 116 301916.457735 117 297291.232388 118 320989.497249 119 311496.884096 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,IRRF,XGBoost,0.8574771881103516,"108 419264.87500 109 419438.78125 110 419264.81250 111 419438.78125 112 419438.78125 113 419438.78125 114 419438.78125 115 441940.84375 116 419438.78125 117 419438.78125 118 419438.78125 119 419592.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do FPM,AR,0.8750319480895996,"107 1726704.750 108 2525024.750 109 1545044.250 110 1681007.625 111 1726182.500 112 1729999.750 113 1726182.500 114 1545044.250 115 1545044.250 116 1533360.250 117 1726704.750 118 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ICMS,HWES,0.8433666229248047,"108 482173.06250 109 456387.00000 110 472042.62500 111 511172.78125 112 565490.25000 113 484835.65625 114 511113.43750 115 511171.90625 116 511171.90625 117 532378.06250 118 484795.96875 119 532378.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do IPVA,AR,0.7373180389404297,"108 220314.984375 109 159600.937500 110 244687.671875 111 253979.796875 112 261491.312500 113 136157.218750 114 113837.132812 115 65579.296875 116 53113.937500 117 33879.433594 118 32949.921875 119 254413.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Sal - RS,Cota-Parte do ITR,XGBoost,1.076265811920166,"94 8587.519531 95 1999.650024 96 260.935120 97 253.794769 98 230.422150 99 253.794769 100 226.107025 101 259.108643 102 2050.215088 103 8587.520508 104 262.983307 105 274.146454 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,IPTU,XGBoost,1.422081470489502,"107 25369.576172 108 242200.437500 109 247310.312500 110 36918.402344 111 52869.929688 112 38843.312500 113 38900.953125 114 52184.554688 115 32164.914062 116 38931.792969 117 38935.746094 118 52568.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,ISS,SARIMAX,0.8995349407196045,"107 48730.156250 108 47450.007812 109 48729.503906 110 47428.230469 111 47451.339844 112 47428.230469 113 47428.230469 114 48729.503906 115 47428.230469 116 48760.621094 117 48730.156250 118 48760.621094 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,ITBI,AR,1.2022910118103027,"107 53643.074219 108 54990.421875 109 47933.710938 110 50047.460938 111 54424.535156 112 36012.703125 113 36417.265625 114 37325.261719 115 37370.074219 116 29422.550781 117 29693.601562 118 29273.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,IRRF,Prophet,1.2581167221069336,"102 101474.070312 103 101547.632812 104 101397.984375 105 101397.984375 106 101610.500000 107 101610.500000 108 101610.500000 109 101610.500000 110 101610.500000 111 101344.757812 112 101610.500000 113 101344.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do FPM,AR,0.7690064907073975,"108 1273260.250 109 1319939.500 110 1076687.750 111 1100201.500 112 1224758.125 113 1266657.750 114 965536.125 115 1132256.625 116 982419.500 117 1034139.750 118 1259098.500 119 1259098.500 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do ICMS,SARIMAX,0.6901485919952393,"108 585633.5625 109 487010.9375 110 529405.1875 111 596750.9375 112 633872.0000 113 636381.3750 114 596750.9375 115 633872.0000 116 633872.0000 117 802575.3125 118 596756.0625 119 802575.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do IPVA,AR,0.7072196006774902,"73 140578.703125 74 37339.019531 75 45424.109375 76 48661.566406 77 79011.828125 78 42794.011719 79 50799.535156 80 55013.855469 81 55957.417969 82 48811.386719 83 48862.445312 84 32447.244141 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Cota-Parte do ITR,XGBoost,1.0597712993621826,"89 300.123138 90 289.296143 91 636.835449 92 1369.366333 93 747.002563 94 991.563721 95 321.779053 96 203.322067 97 1367.043213 98 540.850281 99 393.090515 100 465.186340 Name: Valor, dtype: float64" Prefeitura Municipal de Áurea - RS,Transferencias LC 61_1989,XGBoost,1.215343952178955,"106 5154.253906 107 6030.963867 108 5388.833984 109 4138.160156 110 5830.861816 111 6219.973633 112 6318.143555 113 5986.757324 114 6282.377441 115 6689.511719 116 5912.315918 117 6280.395020 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,IPTU,SARIMAX,1.1127374172210693,"104 16099.408203 105 19745.812500 106 132189.546875 107 19013.246094 108 22748.783203 109 25475.091797 110 19631.134766 111 20709.980469 112 23060.519531 113 20435.226562 114 19356.720703 115 16148.094727 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,ISS,XGBoost,1.2265405654907227,"108 37296.140625 109 33169.851562 110 36299.925781 111 34393.488281 112 36295.386719 113 35029.875000 114 36295.886719 115 36897.832031 116 35351.003906 117 34394.222656 118 35027.707031 119 36242.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,ITBI,Prophet,1.0224685668945312,"107 4807.727051 108 21305.812500 109 3685.024170 110 17816.052734 111 16947.986328 112 16439.250000 113 16111.995117 114 18447.310547 115 18034.576172 116 17648.318359 117 18937.888672 118 20598.207031 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,IRRF,Prophet,1.052150011062622,"107 68181.531250 108 112085.843750 109 113833.125000 110 63725.109375 111 113833.125000 112 112085.843750 113 112085.843750 114 63977.011719 115 112085.843750 116 112085.843750 117 112085.843750 118 113833.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do FPM,SARIMAX,0.9048840999603271,"108 1437480.000 109 1893774.125 110 1369815.500 111 1392196.750 112 1637894.500 113 1369354.250 114 1663561.000 115 1369815.500 116 1366289.500 117 1363561.875 118 1637894.500 119 1893774.750 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ICMS,HWES,0.6936070919036865,"108 606300.87500 109 442082.59375 110 622320.81250 111 624800.25000 112 613142.93750 113 620165.75000 114 624800.25000 115 621580.37500 116 625970.56250 117 609267.00000 118 620210.37500 119 609267.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do IPVA,XGBoost,1.1990125179290771,"105 64352.171875 106 84405.289062 107 87819.953125 108 64352.171875 109 81624.578125 110 84405.289062 111 -102072.789062 112 -97178.679688 113 14217.919922 114 15092.814453 115 29918.972656 116 23591.310547 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Cota-Parte do ITR,XGBoost,1.0982122421264648,"84 229.137894 85 11934.136719 86 810.299622 87 446.771179 88 10651.152344 89 367.128113 90 140.908524 91 247.025848 92 602.252563 93 810.299622 94 11497.500000 95 714.719971 Name: Valor, dtype: float64" Prefeitura Municipal de Novo Barreiro - RS,Transferencias LC 61_1989,XGBoost,0.8914828300476074,"72 4566.958008 73 4813.706055 74 5196.062012 75 4299.365234 76 4491.845703 77 5580.620605 78 5338.375977 79 5665.333984 80 5503.612305 81 5174.881348 82 5656.853516 83 5297.195801 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,IPTU,SARIMAX,1.1905252933502197,"107 2.506285e+05 108 6.418230e+05 109 1.836045e+06 110 3.411286e+05 111 6.588000e+05 112 3.439281e+05 113 6.825412e+05 114 6.824831e+05 115 2.967085e+05 116 2.966994e+05 117 3.038174e+05 118 3.038174e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,ISS,SARIMAX,0.7238848209381104,"108 383043.28125 109 383043.28125 110 383043.28125 111 383043.28125 112 382978.53125 113 382978.53125 114 382971.34375 115 384047.31250 116 479092.59375 117 382971.34375 118 382971.34375 119 382971.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,ITBI,MLP,1.0675294399261475,"108 250802.251691 109 263524.573949 110 260771.482780 111 270495.723494 112 278325.532270 113 258637.767041 114 270010.482459 115 282194.205171 116 279494.401489 117 292980.319035 118 290516.125134 119 275212.475355 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,IRRF,MLP,0.7290430068969727,"105 316448.522485 106 340508.028668 107 350509.285977 108 348201.075608 109 348497.715494 110 349534.552814 111 338568.857851 112 374046.955842 113 351269.051936 114 345773.549591 115 371210.863869 116 461653.899363 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do FPM,HWES,0.7485346794128418,"108 2741761.25 109 4400959.50 110 2627573.75 111 2745570.50 112 3329990.25 113 3350369.00 114 3329990.25 115 2627573.75 116 2623491.75 117 2745570.50 118 3333653.75 119 4400959.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ICMS,MLP,0.7262144088745117,"108 3.559253e+06 109 3.273378e+06 110 3.379913e+06 111 3.756084e+06 112 3.905401e+06 113 3.605694e+06 114 3.817356e+06 115 3.943040e+06 116 3.856004e+06 117 4.064805e+06 118 3.672155e+06 119 4.006122e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do IPVA,XGBoost,1.0608575344085693,"108 643385.812500 109 281170.125000 110 902316.812500 111 643385.812500 112 799735.812500 113 276876.750000 114 278131.937500 115 117170.992188 116 135816.671875 117 272075.437500 118 67997.093750 119 704223.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Cota-Parte do ITR,XGBoost,1.5506582260131836,"108 2.562912e+04 109 5.950694e+04 110 8.236826e+04 111 8.165861e+04 112 7.919190e+04 113 8.235237e+04 114 8.165861e+04 115 8.154836e+04 116 3.530142e+05 117 2.760909e+06 118 3.530142e+05 119 3.529875e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Tupanciretã - RS,Transferencias LC 61_1989,XGBoost,0.6868581771850586,"108 37245.433594 109 39269.707031 110 37822.953125 111 35702.210938 112 35586.855469 113 35619.164062 114 34436.519531 115 35748.320312 116 35434.703125 117 37567.707031 118 35442.343750 119 34395.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,IPTU,AR,0.9594686031341553,"84 56658.472656 85 81601.281250 86 289898.531250 87 331773.531250 88 52750.117188 89 282200.218750 90 126224.367188 91 129044.375000 92 146013.187500 93 127003.023438 94 125958.531250 95 129044.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,ISS,MLP,0.6783123016357422,"84 37681.690177 85 34768.947732 86 35265.006979 87 33153.097909 88 33891.956247 89 33326.463590 90 32557.870629 91 34298.385797 92 32421.928516 93 34786.671954 94 32999.203460 95 33650.719903 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,ITBI,Prophet,0.7086138725280762,"84 783947.8125 85 783947.8125 86 795913.7500 87 797011.4375 88 783924.2500 89 795913.7500 90 797011.4375 91 790522.4375 92 797131.4375 93 800748.1875 94 793113.3125 95 800440.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,IRRF,XGBoost,0.6745977401733398,"84 81518.171875 85 88794.718750 86 81518.171875 87 81518.171875 88 88794.718750 89 81518.171875 90 81518.171875 91 81518.171875 92 81518.171875 93 88794.718750 94 88794.718750 95 118532.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do FPM,HWES,1.2526278495788574,"83 1.633024e+06 84 1.893768e+06 85 2.154179e+06 86 1.194126e+06 87 1.524151e+06 88 1.521640e+06 89 1.524151e+06 90 2.142969e+06 91 1.042802e+06 92 9.944661e+05 93 1.524151e+06 94 1.796612e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do ICMS,Prophet,0.7308850288391113,"84 658004.4375 85 599884.0625 86 609830.0000 87 814748.8750 88 814838.6250 89 816663.3125 90 820438.7500 91 815328.8125 92 815328.8125 93 814838.6250 94 816663.3125 95 814838.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do IPVA,AR,0.6650488376617432,"73 70152.726562 74 39305.843750 75 38588.320312 76 32425.695312 77 40083.035156 78 42381.234375 79 42348.046875 80 41757.828125 81 42132.156250 82 29618.542969 83 18796.216797 84 23107.826172 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Cota-Parte do ITR,SARIMAX,1.3026025295257568,"77 30896.160156 78 27878.890625 79 29537.875000 80 45019.175781 81 43240.113281 82 25574.607422 83 22245.580078 84 582225.125000 85 582251.750000 86 822823.000000 87 583077.312500 88 583077.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Arambaré - RS,Transferencias LC 61_1989,XGBoost,1.2289488315582275,"84 7107.793945 85 6395.702637 86 6408.385742 87 6976.009766 88 7053.517090 89 6981.810059 90 6975.428223 91 6986.763672 92 7128.238281 93 7074.100586 94 6408.385742 95 6975.428223 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,IPTU,XGBoost,1.8791422843933105,"102 32009.375000 103 31613.125000 104 31613.125000 105 31600.728516 106 31945.777344 107 105988.203125 108 720720.312500 109 79599.554688 110 79599.554688 111 79693.054688 112 79693.054688 113 79693.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,ISS,SARIMAX,0.7907712459564209,"108 135618.578125 109 127538.875000 110 127538.875000 111 135030.062500 112 130471.921875 113 128742.148438 114 135030.062500 115 127395.906250 116 135030.062500 117 128742.148438 118 135030.062500 119 128742.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,ITBI,MLP,1.2625455856323242,"107 13019.638293 108 12044.197713 109 13474.477402 110 15602.714617 111 13057.669489 112 14898.009952 113 14768.260791 114 14034.778117 115 13369.428752 116 14712.126236 117 17555.386062 118 17562.450533 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,IRRF,SARIMAX,0.8785486221313477,"108 204878.859375 109 204917.718750 110 204878.859375 111 204878.859375 112 204917.718750 113 105531.632812 114 105531.632812 115 204878.859375 116 204917.718750 117 204894.250000 118 204878.859375 119 204894.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do FPM,HWES,0.7463250160217285,"108 1.290662e+06 109 1.895261e+06 110 9.917232e+05 111 1.150227e+06 112 1.292203e+06 113 1.338897e+06 114 1.292044e+06 115 9.917232e+05 116 1.022379e+06 117 9.917232e+05 118 1.292203e+06 119 1.895261e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do ICMS,HWES,0.7004384994506836,"108 2298419.00 109 2082772.75 110 2199675.00 111 2345853.75 112 2381003.25 113 2373240.25 114 2345853.75 115 2375216.25 116 2375216.25 117 2343491.75 118 2348908.00 119 2343491.75 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do IPVA,AR,1.2812144756317139,"108 295976.500000 109 155499.968750 110 132734.359375 111 285650.062500 112 148035.703125 113 36910.375000 114 22864.855469 115 43514.453125 116 22231.687500 117 23740.072266 118 17530.791016 119 337531.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Cota-Parte do ITR,XGBoost,1.0850589275360107,"87 160.600296 88 1701.950684 89 2871.128906 90 1812.803833 91 3257.700439 92 426.839630 93 476.645264 94 666.145813 95 65.282494 96 667.351685 97 2458.841309 98 2714.711914 Name: Valor, dtype: float64" Prefeitura Municipal de Tupandi - RS,Transferencias LC 61_1989,HWES,0.7660117149353027,"108 16075.380859 109 17648.125000 110 19990.968750 111 19029.537109 112 19587.375000 113 18663.607422 114 19655.935547 115 21421.628906 116 20530.027344 117 20132.226562 118 22551.986328 119 20501.660156 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,IPTU,AR,1.498765468597412,"96 193389.687500 97 313203.125000 98 39943.328125 99 38384.527344 100 39100.503906 101 30441.376953 102 31504.666016 103 33882.480469 104 38603.265625 105 38572.296875 106 38790.292969 107 38399.808594 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,ISS,XGBoost,1.5703802108764648,"96 47310.027344 97 47043.777344 98 46960.046875 99 23640.341797 100 47043.777344 101 47043.777344 102 47301.375000 103 47301.375000 104 47310.027344 105 46681.765625 106 47292.683594 107 47351.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,ITBI,MLP,1.5584971904754639,"94 7587.888102 95 7238.490729 96 7477.300704 97 7445.510731 98 7913.705028 99 8322.971892 100 8117.450984 101 8032.442054 102 7576.945716 103 8096.928705 104 7774.306848 105 6776.304572 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,IRRF,XGBoost,1.4669420719146729,"96 79010.71875 97 79010.71875 98 79010.71875 99 79010.71875 100 79010.71875 101 79010.71875 102 79010.71875 103 79010.71875 104 79010.71875 105 79010.71875 106 79010.71875 107 79010.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do FPM,SARIMAX,0.75435471534729,"96 1239045.500 97 1811506.375 98 1107430.500 99 1239045.500 100 1811506.375 101 1811506.375 102 1811506.375 103 1811506.375 104 1219994.375 105 1107442.125 106 1811506.375 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ICMS,XGBoost,0.7078943252563477,"96 437500.12500 97 481854.87500 98 480967.12500 99 481341.18750 100 485642.25000 101 483458.31250 102 482944.62500 103 483457.96875 104 476487.03125 105 472386.43750 106 425650.09375 107 480358.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do IPVA,MLP,1.0634040832519531,"96 133265.493071 97 59783.046322 98 66436.927133 99 94837.850389 100 111846.680281 101 28136.478726 102 34513.772714 103 38149.753337 104 16843.425438 105 17675.100585 106 19474.526553 107 237405.736203 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Cota-Parte do ITR,SES,1.2674055099487305,"75 39.995819 76 -17.100792 77 1215.726562 78 3730.522217 79 3785.167725 80 2294.590576 81 2355.754883 82 3370.070801 83 6880.656250 84 3961.315186 85 -85.187546 86 -239.293411 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Esperança do Sul - RS,Transferencias LC 61_1989,XGBoost,0.8191728591918945,"48 4247.365723 49 4266.440430 50 4266.448730 51 4259.234863 52 4280.517090 53 5802.580566 54 4263.653809 55 5831.044922 56 4251.426270 57 4251.418457 58 5595.822266 59 4275.856934 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,IPTU,SARIMAX,1.1509344577789307,"105 29062.447266 106 30089.132812 107 93639.101562 108 102249.414062 109 102249.414062 110 105498.289062 111 24745.761719 112 56156.253906 113 48449.593750 114 93639.101562 115 93639.101562 116 48449.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,ISS,MLP,0.9987764358520508,"108 43080.030766 109 45333.346736 110 43322.263682 111 44304.887040 112 50948.611267 113 42102.672042 114 48763.903360 115 56425.689402 116 57682.263919 117 60088.039108 118 58281.439773 119 65518.519356 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,ITBI,XGBoost,1.3949775695800781,"108 17355.902344 109 57758.562500 110 57740.988281 111 220648.656250 112 218373.875000 113 223219.125000 114 220656.109375 115 108679.539062 116 219966.609375 117 108679.539062 118 219966.640625 119 221576.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,IRRF,XGBoost,0.8018372058868408,"108 197148.2500 109 197148.2500 110 197148.2500 111 197148.2500 112 197179.5625 113 197148.2500 114 197148.2500 115 197148.2500 116 197148.2500 117 197148.2500 118 197179.5625 119 197148.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do FPM,HWES,0.8914625644683838,"108 1.211850e+06 109 1.894150e+06 110 1.071031e+06 111 1.132975e+06 112 1.212230e+06 113 1.250449e+06 114 1.212230e+06 115 1.071031e+06 116 1.071032e+06 117 9.297321e+05 118 1.212230e+06 119 1.894150e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ICMS,HWES,1.442908525466919,"108 648709.0625 109 616872.8750 110 639221.4375 111 647858.5000 112 691032.8750 113 642912.6875 114 679809.1875 115 682504.4375 116 682504.4375 117 691032.8750 118 642324.1250 119 675355.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do IPVA,XGBoost,1.2544312477111816,"108 90914.500000 109 59217.515625 110 57383.281250 111 90837.617188 112 90854.023438 113 28961.519531 114 28961.519531 115 25346.546875 116 13915.416016 117 6861.552246 118 5950.717285 119 90854.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Cota-Parte do ITR,XGBoost,1.186913013458252,"33 30106.046875 34 30078.685547 35 30027.232422 36 119745.554688 37 119761.218750 38 119761.828125 39 119762.703125 40 119762.015625 41 119764.562500 42 119762.414062 43 119764.562500 44 119764.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Vila Nova do Sul - RS,Transferencias LC 61_1989,HWES,0.8970677852630615,"108 5755.211914 109 5541.873047 110 5620.019043 111 5948.894531 112 5644.342285 113 5436.915527 114 5698.691406 115 5694.752441 116 5992.698242 117 5747.538086 118 5650.570312 119 5768.799805 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,IPTU,SARIMAX,1.3206679821014404,"108 1.627457e+06 109 7.192354e+06 110 1.250428e+06 111 1.324600e+06 112 7.943372e+05 113 1.328228e+06 114 8.068580e+05 115 8.068580e+05 116 8.412518e+05 117 8.066457e+05 118 1.332252e+06 119 8.066457e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,ISS,SARIMAX,0.8329575061798096,"108 1423570.750 109 1608828.250 110 1423570.750 111 1608828.250 112 1530949.875 113 1701798.875 114 1423570.750 115 1701798.875 116 1423570.750 117 1701798.875 118 1701798.875 119 1701798.875 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,ITBI,SARIMAX,0.7067046165466309,"108 284635.09375 109 280745.93750 110 368467.78125 111 306640.68750 112 367567.34375 113 282974.93750 114 290472.59375 115 282974.93750 116 282974.93750 117 281720.81250 118 288780.40625 119 175576.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,IRRF,XGBoost,0.7129731178283691,"107 8.496170e+05 108 1.094514e+06 109 1.095180e+06 110 8.482872e+05 111 1.095180e+06 112 1.095180e+06 113 8.482872e+05 114 1.095180e+06 115 1.095180e+06 116 1.095180e+06 117 1.095180e+06 118 1.094514e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do FPM,HWES,0.7691135406494141,"108 3650122.0 109 6311506.0 110 3257944.0 111 3648784.5 112 3988404.0 113 3257944.0 114 6303026.5 115 3257944.0 116 3691818.5 117 3257944.0 118 3988404.0 119 6303026.5 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do ICMS,SES,0.7081866264343262,"108 3593002.25 109 3129701.75 110 3574518.25 111 3718769.50 112 3696301.50 113 3590838.25 114 3718668.50 115 3696301.50 116 3696301.50 117 3657162.50 118 4367560.00 119 3717285.75 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do IPVA,XGBoost,1.3159139156341553,"108 1.823995e+06 109 9.636895e+05 110 9.636895e+05 111 1.492982e+06 112 1.617474e+06 113 6.133673e+05 114 5.437864e+05 115 3.196529e+05 116 2.857337e+05 117 1.776881e+05 118 1.076135e+05 119 1.823995e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Cota-Parte do ITR,MLP,1.1355352401733398,"48 1.259777e+05 49 1.170278e+05 50 1.431894e+05 51 1.709334e+05 52 2.049482e+05 53 2.569551e+05 54 3.035631e+05 55 3.871813e+05 56 5.895360e+05 57 1.298762e+06 58 7.400200e+05 59 8.928385e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Panambi - RS,Transferencias LC 61_1989,SES,0.6807336807250977,"108 40304.246094 109 38006.890625 110 38311.675781 111 39135.253906 112 38792.875000 113 33373.921875 114 35921.207031 115 35857.933594 116 32409.585938 117 31598.029297 118 38312.757812 119 37079.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,IPTU,SES,1.290283441543579,"97 9730.688477 98 18339.589844 99 18265.880859 100 12299.932617 101 12299.932617 102 12089.674805 103 1035.403442 104 3522.842285 105 5408.176270 106 12089.674805 107 3798.286377 108 12089.674805 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,ISS,XGBoost,1.98708176612854,"108 12508.199219 109 18462.390625 110 18280.193359 111 15656.456055 112 15711.981445 113 16632.878906 114 16919.761719 115 14844.974609 116 14871.646484 117 11583.978516 118 7019.817871 119 7509.981445 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,ITBI,XGBoost,1.3531696796417236,"98 4887.072266 99 4042.570557 100 6714.310059 101 7554.371094 102 4386.767090 103 6331.888672 104 6358.115234 105 6276.819824 106 6126.217773 107 6380.803223 108 6489.591797 109 7395.440918 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,IRRF,XGBoost,1.2701036930084229,"108 93005.335938 109 76084.671875 110 76042.289062 111 76042.289062 112 85200.601562 113 86252.007812 114 86102.625000 115 86102.625000 116 86252.007812 117 76042.289062 118 86252.007812 119 76042.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do FPM,HWES,0.8352768421173096,"108 1226270.750 109 1894410.125 110 1073051.625 111 1152255.375 112 1227139.750 113 1268655.250 114 1227139.750 115 1073051.625 116 1073150.875 117 957488.125 118 1227139.750 119 1894410.125 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ICMS,HWES,0.6396484375,"108 401544.03125 109 407488.12500 110 416345.25000 111 429255.90625 112 429220.59375 113 531153.31250 114 437241.06250 115 429255.90625 116 429255.90625 117 429906.43750 118 398130.40625 119 429255.90625 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do IPVA,HWES,1.1992568969726562,"108 178474.234375 109 173834.921875 110 174197.921875 111 179982.703125 112 176098.656250 113 178474.234375 114 173607.281250 115 174056.375000 116 174345.750000 117 174345.750000 118 171555.953125 119 178474.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Cota-Parte do ITR,XGBoost,0.9253454208374023,"80 38.142628 81 1341.742432 82 -112.053497 83 -120.113861 84 25.457130 85 1453.916992 86 1381.595947 87 1327.261719 88 -120.113861 89 -38.969261 90 1298.780762 91 1385.320801 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Rio Azul - RS,Transferencias LC 61_1989,XGBoost,0.9964871406555176,"84 4048.866455 85 3942.372803 86 4841.616699 87 5184.759277 88 5236.764160 89 7526.953613 90 7526.953613 91 7468.559082 92 7512.578613 93 7337.230469 94 7517.919922 95 7520.768555 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,IPTU,HWES,1.1346235275268555,"83 2.602449e+05 84 2.820928e+05 85 6.766211e+05 86 3.785832e+05 87 2.083267e+05 88 1.851125e+05 89 1.419134e+06 90 1.589318e+06 91 2.654180e+05 92 1.342776e+06 93 1.589175e+06 94 3.066981e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,ISS,SARIMAX,0.7238178253173828,"84 768543.1250 85 766425.0000 86 789281.9375 87 768543.1250 88 814892.8125 89 790618.3125 90 790618.3125 91 814892.8125 92 814892.8125 93 814892.8125 94 814892.8125 95 814892.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,ITBI,SES,0.657555341720581,"84 144321.703125 85 164914.468750 86 200082.421875 87 156379.484375 88 174969.953125 89 174969.953125 90 209635.656250 91 167334.375000 92 174969.953125 93 165340.937500 94 212390.031250 95 174854.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,IRRF,Prophet,0.7224767208099365,"84 686016.1875 85 686176.7500 86 686176.7500 87 686176.7500 88 686176.7500 89 686246.8125 90 686246.8125 91 686265.1250 92 686265.1250 93 686265.1250 94 686265.1250 95 686246.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do FPM,SARIMAX,0.7185900211334229,"84 2256603.00 85 4226848.00 86 2234933.50 87 2256603.00 88 4226848.00 89 4069092.25 90 4226848.00 91 4069092.25 92 4069238.00 93 2256603.00 94 4226848.00 95 4226848.00 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do ICMS,XGBoost,0.5586161613464355,"84 1707859.250 85 1942787.125 86 1911402.625 87 1825873.625 88 1918954.000 89 1851291.625 90 1825848.000 91 1913663.125 92 1825848.125 93 1844505.375 94 1626455.750 95 1930058.625 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do IPVA,MLP,1.131119728088379,"84 1.497695e+06 85 4.882854e+05 86 5.444360e+05 87 1.041259e+06 88 8.043435e+05 89 3.598309e+05 90 3.087545e+05 91 2.572563e+05 92 2.185551e+05 93 2.023244e+05 94 1.923250e+05 95 2.661362e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Cota-Parte do ITR,AR,1.3938205242156982,"81 378.281677 82 387.682098 83 390.030487 84 435.731293 85 520.199463 86 496.516357 87 488.356293 88 499.387787 89 4093.281006 90 8999.191406 91 510.909302 92 379.984985 Name: Valor, dtype: float64" Prefeitura Municipal de Guaporé - RS,Transferencias LC 61_1989,XGBoost,0.579315185546875,"84 14774.887695 85 18477.207031 86 16957.943359 87 16071.500977 88 14694.365234 89 14556.998047 90 14688.082031 91 14861.591797 92 14204.799805 93 16056.833008 94 16942.144531 95 14019.337891 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,IPTU,AR,0.7929346561431885,"106 189625.781250 107 184505.156250 108 108796.945312 109 815572.187500 110 115901.250000 111 273253.187500 112 273376.312500 113 273080.687500 114 276310.781250 115 226562.156250 116 238126.953125 117 153916.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,ISS,MLP,0.6593453884124756,"108 338740.919853 109 331480.763940 110 363687.337237 111 341036.443575 112 371922.346620 113 355341.937202 114 375276.631925 115 352925.239188 116 378291.178926 117 352116.751816 118 372241.272615 119 367770.544408 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,ITBI,MLP,1.4837520122528076,"108 274920.721884 109 179324.098973 110 240782.895261 111 248897.110550 112 214872.441308 113 232628.037954 114 224707.598565 115 264030.742090 116 201917.032777 117 301256.254574 118 217997.485743 119 256798.273147 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,IRRF,MLP,0.954110860824585,"108 384084.416033 109 377112.734336 110 388461.289387 111 379630.542464 112 367802.137713 113 370049.545400 114 374142.442309 115 364322.038076 116 374370.559609 117 368478.974396 118 370484.445389 119 478982.946273 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do FPM,HWES,0.8201813697814941,"108 2530237.00 109 3792206.00 110 2296780.75 111 2334626.50 112 2534969.00 113 2623089.75 114 2560086.00 115 2296780.75 116 2329208.75 117 2200725.50 118 2534969.00 119 3792206.00 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ICMS,HWES,0.7351853847503662,"108 3519336.00 109 3470934.50 110 3594703.25 111 3726566.75 112 3714299.50 113 3542742.25 114 3726566.75 115 3723771.00 116 3723771.00 117 3714951.25 118 3569234.25 119 3714951.25 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do IPVA,HWES,1.0976533889770508,"108 599025.125000 109 336388.312500 110 343749.187500 111 598854.375000 112 598854.375000 113 256126.015625 114 284253.531250 115 85045.445312 116 148999.656250 117 61196.664062 118 2698.232666 119 345387.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Cota-Parte do ITR,XGBoost,1.1525232791900635,"60 1.968383e+05 61 7.039877e+04 62 6.176854e+04 63 5.036504e+04 64 7.208088e+04 65 5.990327e+04 66 6.020557e+04 67 6.176854e+04 68 1.982881e+05 69 2.133692e+06 70 2.984114e+05 71 2.984135e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Júlio de Castilhos - RS,Transferencias LC 61_1989,SES,0.7167060375213623,"108 26319.101562 109 20985.744141 110 24446.220703 111 25916.591797 112 26180.753906 113 26235.246094 114 26902.693359 115 26181.785156 116 26516.873047 117 20178.951172 118 24224.898438 119 26791.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,IPTU,XGBoost,1.5205070972442627,"100 3183.486572 101 8744.299805 102 10311.694336 103 12417.675781 104 5036.242676 105 5029.191895 106 3882.102295 107 5025.636230 108 11881.164062 109 410.918304 110 -3222.562988 111 -2154.134521 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,ISS,XGBoost,1.1429181098937988,"108 37405.367188 109 37140.019531 110 25222.376953 111 25222.376953 112 44511.804688 113 24958.921875 114 32586.910156 115 32631.207031 116 44511.636719 117 36675.992188 118 24958.921875 119 36675.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,ITBI,XGBoost,1.920062780380249,"93 1123.672241 94 1182.482910 95 1118.978516 96 561.463501 97 1667.632935 98 2244.765625 99 1088.876709 100 1115.220459 101 949.038025 102 509.228851 103 3055.301514 104 1043.788940 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,IRRF,XGBoost,1.0229721069335938,"107 88261.664062 108 103567.429688 109 102896.734375 110 103567.429688 111 103567.429688 112 103567.429688 113 103567.429688 114 103567.429688 115 103567.429688 116 103567.429688 117 103567.429688 118 103567.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do FPM,MLP,0.7769787311553955,"108 1.252479e+06 109 1.441189e+06 110 1.148881e+06 111 1.220723e+06 112 1.283108e+06 113 1.247405e+06 114 1.384237e+06 115 1.171009e+06 116 1.187136e+06 117 1.160914e+06 118 1.298948e+06 119 1.634486e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do ICMS,SES,0.7513737678527832,"108 176260.812500 109 218808.562500 110 179936.531250 111 174934.171875 112 218461.765625 113 189615.500000 114 175380.140625 115 176068.625000 116 227342.609375 117 233390.906250 118 176528.937500 119 117401.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do IPVA,SARIMAX,1.072434902191162,"102 79558.046875 103 37752.867188 104 30741.677734 105 27497.781250 106 28422.001953 107 11853.172852 108 17687.812500 109 28916.921875 110 11860.404297 111 5733.176758 112 28036.251953 113 112819.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Cota-Parte do ITR,SES,0.831761360168457,"83 149.722260 84 10.706565 85 149.722260 86 3.726684 87 10.706565 88 106.859146 89 97.874718 90 59.495415 91 1.057785 92 -8.075395 93 8.525326 94 78.094933 Name: Valor, dtype: float64" Prefeitura Municipal de Ivorá - RS,Transferencias LC 61_1989,XGBoost,0.7563202381134033,"48 2758.377930 49 2238.398438 50 2752.142578 51 2769.586426 52 2761.552734 53 2769.888672 54 2743.395752 55 2738.109619 56 2751.969971 57 2754.311768 58 2757.958740 59 2743.467529 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,IPTU,XGBoost,1.722240686416626,"90 991.973022 91 2737.340332 92 73181.445312 93 69597.250000 94 69453.070312 95 69736.000000 96 69453.070312 97 69453.070312 98 69381.125000 99 69748.921875 100 69380.335938 101 69431.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,ISS,XGBoost,0.8390712738037109,"108 45862.226562 109 47773.121094 110 47562.308594 111 56595.945312 112 51044.636719 113 45619.441406 114 45744.152344 115 46556.917969 116 47477.847656 117 47784.421875 118 46738.347656 119 49320.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,ITBI,XGBoost,1.317629337310791,"100 24091.376953 101 6536.629883 102 8637.832031 103 6863.894043 104 26676.609375 105 14412.148438 106 7417.968262 107 10992.457031 108 7417.968262 109 18602.658203 110 17233.119141 111 5263.666992 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,IRRF,XGBoost,1.1090021133422852,"108 34833.289062 109 35175.253906 110 35193.902344 111 35175.253906 112 35149.324219 113 35171.187500 114 35171.187500 115 35149.324219 116 50571.648438 117 62571.441406 118 62571.441406 119 62995.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do FPM,HWES,0.7672202587127686,"108 1253701.625 109 1895813.750 110 1054848.500 111 1155163.375 112 1256629.500 113 1284603.750 114 1256604.000 115 1054848.500 116 1054848.500 117 957082.625 118 1256629.500 119 1895813.750 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ICMS,HWES,0.7116575241088867,"108 630502.1250 109 461644.2500 110 461685.5000 111 631856.1250 112 633595.7500 113 630502.1250 114 631856.1250 115 633431.1875 116 633431.1875 117 633595.7500 118 630502.1250 119 633595.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do IPVA,AR,1.099161148071289,"108 194820.953125 109 34943.515625 110 45416.445312 111 117777.875000 112 47531.984375 113 16776.826172 114 38190.910156 115 15507.623047 116 16776.826172 117 12645.291992 118 12646.098633 119 194993.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Cota-Parte do ITR,SARIMAX,0.9223830699920654,"99 579.349915 100 558.943359 101 990.867615 102 990.867615 103 1003.567627 104 992.007935 105 990.867615 106 992.126465 107 3067.189209 108 3067.189209 109 964.380920 110 964.380920 Name: Valor, dtype: float64" Prefeitura Municipal de Pinto Bandeira - RS,Transferencias LC 61_1989,SES,0.9414000511169434,"96 5658.759766 97 4241.218750 98 4819.756836 99 5967.786621 100 5267.471191 101 7005.586426 102 6489.056641 103 5182.561035 104 5423.325195 105 5736.318848 106 5049.322266 107 6018.879395 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,IPTU,XGBoost,1.5855250358581543,"96 1841.983521 97 1295.341431 98 1734.112549 99 1508.106445 100 4601.897461 101 1055.583862 102 5001.332031 103 53524.664062 104 3524.893555 105 2961.028564 106 2980.142578 107 806.910095 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,ISS,XGBoost,1.4675629138946533,"108 13274.382812 109 12876.261719 110 10008.290039 111 16129.442383 112 12879.758789 113 10945.897461 114 10003.263672 115 12879.758789 116 10776.370117 117 10776.381836 118 12879.758789 119 10776.370117 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,ITBI,SARIMAX,1.1720774173736572,"96 183545.171875 97 183480.218750 98 183387.406250 99 180886.000000 100 183395.078125 101 184085.671875 102 184659.046875 103 184659.046875 104 181798.578125 105 183384.000000 106 182572.265625 107 184659.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,IRRF,SARIMAX,1.1852655410766602,"108 58648.960938 109 58676.074219 110 58650.140625 111 58650.140625 112 58676.074219 113 58676.074219 114 58650.140625 115 58676.074219 116 58676.074219 117 58676.074219 118 58650.140625 119 58650.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do FPM,HWES,0.7575387954711914,"108 1191110.250 109 1893768.750 110 1112529.625 111 1185525.875 112 1191110.250 113 1174173.125 114 1191110.250 115 1112529.625 116 1112533.375 117 1082468.625 118 1191110.250 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ICMS,SARIMAX,0.7729933261871338,"108 588368.6875 109 569988.6875 110 588021.4375 111 586697.5000 112 587846.9375 113 588368.6875 114 587846.9375 115 589958.5625 116 587846.9375 117 585597.0000 118 586697.5625 119 585597.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do IPVA,AR,1.2312941551208496,"101 22748.134766 102 18439.830078 103 22506.912109 104 26294.503906 105 35977.851562 106 25372.048828 107 18130.792969 108 13581.633789 109 13615.123047 110 13455.196289 111 9771.267578 112 22216.501953 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Cota-Parte do ITR,SARIMAX,1.0898659229278564,"35 165.108734 36 165.108734 37 165.108734 38 199.788818 39 165.141693 40 165.141693 41 165.141693 42 165.141693 43 211.681961 44 43542.644531 45 144.418610 46 143.383575 Name: Valor, dtype: float64" Prefeitura Municipal de Inhacorá - RS,Transferencias LC 61_1989,AR,1.547269344329834,"70 3740.434082 71 3677.324951 72 3921.253174 73 4327.375488 74 4163.474609 75 4266.955566 76 4190.894043 77 4186.022461 78 4437.813477 79 4188.125977 80 4195.131836 81 4191.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,IPTU,XGBoost,1.941047191619873,"86 462.265869 87 472.037567 88 4332.891113 89 4287.536621 90 4378.352051 91 5292.099121 92 5292.128418 93 5517.826172 94 2902.851074 95 882.506775 96 2395.228027 97 709.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,ISS,Prophet,1.1837503910064697,"96 19511.316406 97 21779.046875 98 35264.402344 99 17802.083984 100 18180.871094 101 20654.119141 102 31674.376953 103 21005.546875 104 22350.580078 105 17844.132812 106 21018.527344 107 19558.720703 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,ITBI,MLP,1.2009978294372559,"82 7519.459936 83 8218.818651 84 6992.344330 85 7764.311613 86 7218.733048 87 8398.105752 88 5560.396316 89 6149.678058 90 6601.830486 91 7516.663883 92 7890.633145 93 6801.354703 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,IRRF,XGBoost,1.3915739059448242,"96 85199.53125 97 85199.53125 98 85199.53125 99 85199.53125 100 85199.53125 101 85199.53125 102 85199.53125 103 85199.53125 104 85199.53125 105 85199.53125 106 85199.53125 107 85199.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do FPM,SARIMAX,0.7290065288543701,"96 1140307.125 97 1738848.875 98 1070132.125 99 1140307.125 100 1728490.000 101 1140307.125 102 1738848.875 103 1140307.125 104 1141102.125 105 1136742.375 106 1738848.875 107 1738848.875 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ICMS,XGBoost,1.1794583797454834,"96 382471.84375 97 406439.06250 98 418244.03125 99 400959.34375 100 417642.78125 101 400959.34375 102 400959.34375 103 414311.25000 104 403660.46875 105 418642.43750 106 412311.00000 107 403660.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do IPVA,HWES,0.6910910606384277,"96 124180.609375 97 101152.500000 98 123748.718750 99 115457.250000 100 114341.109375 101 17450.394531 102 17450.394531 103 7424.462891 104 7424.462891 105 7679.001465 106 7468.989258 107 108837.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Cota-Parte do ITR,SARIMAX,0.973961353302002,"73 122.219513 74 138.683533 75 30.635233 76 43.692192 77 36.164463 78 21.120626 79 86.945976 80 67.768959 81 488.381622 82 2950.189453 83 121.999809 84 16.849604 Name: Valor, dtype: float64" Prefeitura Municipal de Chuvisca - RS,Transferencias LC 61_1989,XGBoost,1.3029685020446777,"33 4226.574219 34 4226.662598 35 3948.410889 36 3952.512939 37 4226.574219 38 3948.410889 39 3952.512939 40 3946.839111 41 3946.839111 42 3953.182861 43 3946.839111 44 3953.182861 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,IPTU,MLP,1.304283618927002,"108 1.001482e+06 109 3.063328e+05 110 3.103398e+05 111 2.838846e+05 112 3.189253e+05 113 2.887459e+05 114 3.015849e+05 115 3.059821e+05 116 2.910787e+05 117 3.005610e+05 118 3.036072e+05 119 7.267791e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,ISS,XGBoost,1.0346457958221436,"108 217456.796875 109 215316.359375 110 252356.531250 111 252356.531250 112 223934.812500 113 223934.812500 114 223934.812500 115 220826.218750 116 223934.812500 117 220826.218750 118 252356.531250 119 249247.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,ITBI,MLP,1.277951717376709,"108 63814.470531 109 64970.281558 110 67948.359258 111 66247.709227 112 68411.566123 113 71785.403806 114 75061.841387 115 73111.883613 116 71590.022073 117 74481.492614 118 75853.012955 119 75365.889200 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,IRRF,XGBoost,0.9835300445556641,"108 411914.37500 109 401873.00000 110 401873.00000 111 401873.00000 112 411914.37500 113 400960.00000 114 411914.37500 115 396795.03125 116 400960.00000 117 400960.00000 118 401873.00000 119 411914.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do FPM,HWES,0.9221107959747314,"108 3076521.50 109 3256076.75 110 2224343.75 111 2534195.00 112 3251954.00 113 3060445.25 114 3251854.00 115 2224343.75 116 2224345.25 117 1919269.25 118 3251954.00 119 3788472.25 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ICMS,AR,0.7443301677703857,"108 1356707.375 109 1242033.125 110 1232110.250 111 1258259.250 112 1297950.625 113 1298687.750 114 1253132.875 115 1328838.375 116 1328829.500 117 1343840.500 118 1344651.125 119 1343840.500 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do IPVA,XGBoost,1.1060791015625,"108 679675.437500 109 242464.875000 110 330892.812500 111 583595.125000 112 518823.437500 113 185050.671875 114 157657.609375 115 99747.304688 116 46195.781250 117 25716.814453 118 23905.052734 119 619913.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Cota-Parte do ITR,XGBoost,0.9712271690368652,"98 68.369888 99 579.604126 100 632.240540 101 -12.031274 102 8.349902 103 3667.902344 104 858.179260 105 507.705383 106 3879.017090 107 4533.173340 108 474.503937 109 511.239014 Name: Valor, dtype: float64" Prefeitura Municipal de Nova Hartz - RS,Transferencias LC 61_1989,XGBoost,1.360957384109497,"108 9459.177734 109 9626.958984 110 10743.873047 111 11282.333984 112 10889.475586 113 10632.261719 114 12604.679688 115 11108.741211 116 11063.896484 117 11826.461914 118 10957.871094 119 11333.842773 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,IPTU,AR,0.9132466316223145,"103 196169.015625 104 382361.656250 105 50487.171875 106 84401.679688 107 84401.679688 108 84401.679688 109 47657.828125 110 58921.566406 111 39764.171875 112 48892.398438 113 61763.816406 114 41089.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,ISS,XGBoost,0.8572385311126709,"104 300336.00000 105 301422.46875 106 301422.46875 107 287355.37500 108 275621.00000 109 275621.00000 110 300336.00000 111 275621.00000 112 275621.00000 113 275621.00000 114 275621.00000 115 275621.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,ITBI,SES,1.6002264022827148,"104 62267.902344 105 68004.367188 106 70524.195312 107 51017.828125 108 67683.000000 109 65317.312500 110 70383.890625 111 51025.054688 112 67514.476562 113 72134.062500 114 62231.476562 115 72457.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,IRRF,XGBoost,0.8167331218719482,"104 225724.328125 105 213381.140625 106 214773.750000 107 214773.750000 108 214773.750000 109 214773.750000 110 192133.000000 111 225519.421875 112 358018.562500 113 214773.750000 114 213383.000000 115 348715.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do FPM,MLP,0.7579753398895264,"104 1.688758e+06 105 1.955071e+06 106 1.544877e+06 107 1.646264e+06 108 1.734630e+06 109 1.685149e+06 110 1.878487e+06 111 1.579499e+06 112 1.602610e+06 113 1.566153e+06 114 1.760869e+06 115 2.234268e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do ICMS,SARIMAX,0.7890863418579102,"104 1629181.500 105 1553485.000 106 1585346.500 107 1652113.125 108 1635380.875 109 1629390.375 110 1652113.125 111 1652185.375 112 1652113.125 113 1635380.875 114 1629181.500 115 1635380.875 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do IPVA,SARIMAX,1.573556661605835,"104 200551.171875 105 113058.898438 106 196256.031250 107 196871.796875 108 372748.093750 109 168151.250000 110 49781.503906 111 97091.781250 112 12155.208984 113 12155.051758 114 104763.757812 115 410958.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Cota-Parte do ITR,MLP,1.3191733360290527,"103 4196.883044 104 4532.303053 105 4962.334182 106 5536.999661 107 5982.342996 108 7185.585790 109 7134.889979 110 8080.046727 111 11777.694607 112 45158.763824 113 8174.996629 114 9101.219442 Name: Valor, dtype: float64" Prefeitura Municipal de Seberi - RS,Transferencias LC 61_1989,XGBoost,0.6284768581390381,"44 14071.174805 45 11291.899414 46 13803.372070 47 14082.516602 48 14081.047852 49 14082.516602 50 14080.165039 51 14000.552734 52 14086.742188 53 14982.772461 54 13803.372070 55 14073.824219 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,IPTU,SARIMAX,0.898632287979126,"108 7.839088e+04 109 6.616016e+04 110 2.727549e+05 111 3.876679e+05 112 2.132216e+06 113 3.262063e+05 114 3.194002e+05 115 1.892093e+05 116 1.892090e+05 117 1.893912e+05 118 1.653551e+05 119 2.659244e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,ISS,XGBoost,0.7352149486541748,"108 612359.9375 109 670084.2500 110 671144.8750 111 670084.2500 112 670084.2500 113 670084.2500 114 662835.2500 115 666774.8750 116 666774.8125 117 662835.2500 118 666774.8750 119 666774.8750 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,ITBI,XGBoost,0.792306661605835,"108 134971.984375 109 179765.031250 110 117513.023438 111 133706.656250 112 179331.468750 113 117269.367188 114 117513.023438 115 204840.109375 116 156114.968750 117 183947.015625 118 80885.257812 119 89695.851562 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,IRRF,MLP,0.7242779731750488,"108 333897.818735 109 327464.076361 110 329146.699773 111 329134.648977 112 323288.914156 113 319739.131007 114 337872.110039 115 324529.212038 116 328125.184447 117 338540.731637 118 331410.318858 119 426658.524196 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do FPM,AR,0.8154659271240234,"108 2984665.500 109 2778177.000 110 1951315.625 111 2095050.875 112 2298106.750 113 2298106.750 114 4418795.000 115 2328932.500 116 2606932.500 117 2328932.500 118 2639377.750 119 4025065.000 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ICMS,HWES,0.7257022857666016,"108 2356240.75 109 2301939.75 110 2340076.00 111 2456683.25 112 2371377.00 113 2428638.00 114 2398973.25 115 2478322.00 116 2231707.75 117 2386258.75 118 2372346.75 119 2398973.25 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do IPVA,SARIMAX,1.1810166835784912,"108 732358.375000 109 276672.562500 110 368301.187500 111 735984.625000 112 574722.812500 113 94470.429688 114 797845.500000 115 128106.726562 116 102939.093750 117 99931.570312 118 96856.937500 119 756156.500000 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Cota-Parte do ITR,MLP,1.2588908672332764,"103 3024.452767 104 3155.170976 105 3195.369076 106 3917.496265 107 3813.197895 108 4238.786812 109 4773.404676 110 5602.486419 111 14270.381550 112 27756.820935 113 5001.140567 114 4780.202562 Name: Valor, dtype: float64" Prefeitura Municipal de São Sebastião do Caí - RS,Transferencias LC 61_1989,HWES,0.7101490497589111,"96 20639.626953 97 20527.996094 98 20096.441406 99 19232.195312 100 22216.078125 101 21105.326172 102 22549.796875 103 20422.632812 104 20053.875000 105 22970.125000 106 21839.509766 107 25607.966797 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,IPTU,SES,1.1519668102264404,"92 41685.507812 93 132678.781250 94 40430.339844 95 41354.656250 96 81754.859375 97 50023.605469 98 136145.234375 99 137501.343750 100 135688.156250 101 47340.351562 102 47340.351562 103 47267.039062 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,ISS,XGBoost,0.7402594089508057,"92 48947.804688 93 48041.402344 94 46744.605469 95 48555.812500 96 47433.988281 97 47433.988281 98 47433.988281 99 47460.593750 100 46593.476562 101 47434.019531 102 48946.097656 103 48946.523438 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,ITBI,XGBoost,1.4265668392181396,"92 30874.542969 93 27642.900391 94 41812.679688 95 41474.023438 96 42907.527344 97 40694.203125 98 16399.763672 99 16399.763672 100 17500.003906 101 18713.906250 102 17843.117188 103 18684.763672 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,IRRF,Prophet,1.1255323886871338,"92 122098.046875 93 111212.453125 94 122170.148438 95 122170.148438 96 122170.148438 97 122170.148438 98 122170.148438 99 122170.148438 100 122715.562500 101 122170.148438 102 122715.562500 103 122715.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do FPM,MLP,0.7005960941314697,"92 1.171501e+06 93 1.372439e+06 94 1.097488e+06 95 1.183041e+06 96 1.243998e+06 97 1.211559e+06 98 1.395095e+06 99 1.202532e+06 100 1.167701e+06 101 1.151966e+06 102 1.273794e+06 103 1.586146e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do ICMS,XGBoost,0.7680399417877197,"92 498014.09375 93 475002.78125 94 474952.25000 95 475002.78125 96 474694.56250 97 474930.71875 98 474973.09375 99 475138.34375 100 474102.53125 101 476399.12500 102 473233.37500 103 475452.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do IPVA,MLP,0.8380920886993408,"92 223726.739275 93 98290.817744 94 120539.036095 95 203082.240159 96 126473.028028 97 77780.997424 98 67913.272386 99 64719.254971 100 65315.336093 101 58192.328473 102 60083.311403 103 495747.070105 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Cota-Parte do ITR,XGBoost,0.9588682651519775,"72 109.304398 73 133.151276 74 398.227570 75 -31.490356 76 284.906586 77 52.636177 78 52.205715 79 -31.667221 80 31.794485 81 -9.541542 82 7.571665 83 16.485071 Name: Valor, dtype: float64" Prefeitura Municipal de Vale Real - RS,Transferencias LC 61_1989,SES,0.7867498397827148,"44 4324.440430 45 3760.478760 46 3760.478760 47 3786.333984 48 4174.153809 49 4174.153809 50 4158.214355 51 4174.153809 52 3609.236572 53 4324.440430 54 4174.153809 55 4158.214355 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,IPTU,HWES,1.5362186431884766,"96 84831.312500 97 84431.570312 98 812581.000000 99 309405.000000 100 158924.921875 101 104778.484375 102 158976.093750 103 104778.484375 104 54842.265625 105 54852.933594 106 54846.226562 107 54852.933594 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,ISS,Prophet,0.7242259979248047,"96 138850.421875 97 137902.593750 98 140761.828125 99 138032.437500 100 140757.765625 101 140639.828125 102 139186.343750 103 139186.343750 104 139186.343750 105 139186.343750 106 135368.140625 107 139186.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,ITBI,MLP,1.067838430404663,"88 60472.307585 89 63220.030471 90 58656.209312 91 65441.204199 92 64217.158690 93 55243.690995 94 58504.982255 95 58985.977740 96 56070.021783 97 53868.496217 98 59198.653740 99 51183.286010 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,IRRF,Prophet,0.8554589748382568,"96 185629.453125 97 185608.515625 98 108870.929688 99 199948.281250 100 185608.515625 101 193936.093750 102 188848.015625 103 185608.515625 104 185608.515625 105 185609.109375 106 193936.093750 107 199948.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do FPM,SARIMAX,0.7373085021972656,"96 1492669.500 97 1811506.375 98 1235205.125 99 1492669.500 100 1749958.625 101 1492669.500 102 1811506.375 103 1492669.500 104 1444901.375 105 1140566.625 106 1811506.375 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do ICMS,XGBoost,0.748589277267456,"96 9.219990e+05 97 1.022152e+06 98 1.039680e+06 99 1.022152e+06 100 1.043227e+06 101 1.041666e+06 102 1.022152e+06 103 1.022152e+06 104 1.025950e+06 105 1.027580e+06 106 9.192733e+05 107 1.041310e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do IPVA,XGBoost,0.7078804969787598,"95 488199.437500 96 373507.875000 97 345683.843750 98 431625.812500 99 345683.843750 100 55891.722656 101 42185.105469 102 62950.351562 103 23425.486328 104 16555.486328 105 16555.486328 106 488199.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Cota-Parte do ITR,XGBoost,1.3183391094207764,"96 568.655579 97 813.137817 98 485.618225 99 813.067139 100 561.718018 101 1088.656860 102 665.482666 103 1076.821289 104 19299.841797 105 27988.083984 106 1105.161865 107 1088.656860 Name: Valor, dtype: float64" Prefeitura Municipal de Constantina - RS,Transferencias LC 61_1989,AR,0.8436846733093262,"96 9429.905273 97 9228.530273 98 9299.371094 99 8508.244141 100 9806.818359 101 10044.934570 102 8183.960938 103 9710.654297 104 9227.252930 105 9418.611328 106 9778.176758 107 8243.510742 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,IPTU,HWES,1.0102479457855225,"103 29059.082031 104 49986.324219 105 261629.218750 106 261629.218750 107 86830.859375 108 68980.093750 109 69041.046875 110 86830.875000 111 50017.574219 112 46012.097656 113 50017.574219 114 41237.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,ISS,XGBoost,1.3354549407958984,"104 182205.500000 105 178232.203125 106 184845.890625 107 182488.078125 108 184845.890625 109 182649.031250 110 181999.000000 111 185332.281250 112 183680.218750 113 182266.125000 114 185332.281250 115 185332.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,ITBI,SARIMAX,0.5714156627655029,"104 238135.203125 105 239092.062500 106 256574.203125 107 251496.843750 108 394130.656250 109 396333.000000 110 256574.296875 111 394465.843750 112 399025.218750 113 396333.000000 114 256090.937500 115 399025.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,IRRF,XGBoost,1.2156503200531006,"104 216567.96875 105 610359.25000 106 217887.03125 107 217887.03125 108 217887.03125 109 217887.03125 110 217887.03125 111 217887.03125 112 217887.03125 113 247043.21875 114 217887.03125 115 610359.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do FPM,MLP,0.8881022930145264,"104 1.457033e+06 105 1.667788e+06 106 1.353074e+06 107 1.436317e+06 108 1.555875e+06 109 1.620914e+06 110 1.813772e+06 111 1.513293e+06 112 1.533471e+06 113 1.495860e+06 114 1.682545e+06 115 2.139069e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ICMS,AR,0.7866294384002686,"104 2132744.500 105 1862554.625 106 1898051.375 107 2226476.750 108 2285787.250 109 2256597.000 110 2284581.000 111 2285787.250 112 2285787.250 113 2305809.500 114 2284581.000 115 2305809.500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do IPVA,SES,0.8014116287231445,"100 184401.671875 101 144161.328125 102 74735.765625 103 64713.824219 104 70097.429688 105 169510.328125 106 59339.945312 107 42507.480469 108 35665.929688 109 44303.027344 110 105765.906250 111 138128.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio das Missões - RS,Cota-Parte do ITR,SARIMAX,1.9475059509277344,"103 1.022537e+05 104 1.004185e+04 105 1.004185e+04 106 1.025856e+05 107 9.443895e+04 108 7.753652e+03 109 8.799152e+03 110 4.267817e+04 111 6.366174e+04 112 1.269233e+06 113 1.386202e+05 114 1.222452e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,IPTU,HWES,1.4578895568847656,"108 17747.773438 109 21189.775391 110 170250.953125 111 18762.185547 112 18762.185547 113 18767.494141 114 16608.498047 115 17864.314453 116 168896.468750 117 58369.750000 118 53681.398438 119 54178.097656 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,ISS,AR,0.7027828693389893,"108 74886.914062 109 74885.875000 110 50030.132812 111 63466.734375 112 49935.632812 113 49218.210938 114 74259.476562 115 483426.468750 116 75124.296875 117 74885.875000 118 47566.359375 119 71548.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,ITBI,XGBoost,0.7768819332122803,"103 9714.885742 104 14708.201172 105 12398.638672 106 15700.304688 107 11716.843750 108 13809.759766 109 12521.355469 110 7645.069824 111 14825.041016 112 26940.646484 113 7770.623535 114 15723.720703 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,IRRF,SARIMAX,0.7842612266540527,"108 181752.578125 109 177255.625000 110 177255.625000 111 177884.390625 112 177889.187500 113 177889.187500 114 177871.359375 115 177889.187500 116 177889.187500 117 177889.187500 118 176808.546875 119 177843.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do FPM,HWES,0.745579719543457,"108 1.237295e+06 109 1.893394e+06 110 1.103997e+06 111 1.097650e+06 112 1.240145e+06 113 1.103762e+06 114 1.259036e+06 115 1.103997e+06 116 1.104430e+06 117 9.634528e+05 118 1.240145e+06 119 1.893394e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ICMS,XGBoost,0.5960686206817627,"108 717184.0625 109 701203.6875 110 681901.7500 111 721849.3750 112 668500.3750 113 695266.3125 114 660379.1250 115 703067.3750 116 694136.1875 117 753207.5000 118 740832.3750 119 756467.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do IPVA,AR,1.2533783912658691,"108 73833.882812 109 54980.628906 110 48296.976562 111 74490.921875 112 74491.335938 113 55329.308594 114 36673.964844 115 13373.633789 116 8958.570312 117 12808.595703 118 8833.459961 119 69263.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Cota-Parte do ITR,SARIMAX,1.0714025497436523,"72 3731.155273 73 2990.980957 74 3445.204346 75 -367.793854 76 -559.915894 77 475.367065 78 -355.111206 79 3255.698486 80 10012.022461 81 98835.984375 82 13225.075195 83 13400.037109 Name: Valor, dtype: float64" Prefeitura Municipal de Hulha Negra - RS,Transferencias LC 61_1989,XGBoost,1.4145400524139404,"108 7641.345215 109 7196.591797 110 7194.205078 111 7145.709473 112 7145.648438 113 7130.236816 114 7797.998047 115 7145.648438 116 6914.245605 117 7081.902832 118 7197.248535 119 7764.030273 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,IPTU,HWES,1.4306995868682861,"106 2.892081e+04 107 4.665055e+04 108 1.771230e+05 109 1.333277e+06 110 3.965365e+05 111 1.961177e+05 112 1.874472e+05 113 1.840480e+05 114 1.877074e+05 115 1.875042e+05 116 3.428125e+04 117 4.115274e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,ISS,SARIMAX,0.7805726528167725,"108 521304.87500 109 521304.87500 110 531160.56250 111 531613.25000 112 505891.59375 113 521304.87500 114 521304.87500 115 531160.56250 116 531160.56250 117 531160.56250 118 531160.56250 119 531613.25000 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,ITBI,XGBoost,0.7772667407989502,"108 146624.812500 109 143713.343750 110 97320.218750 111 71272.484375 112 140969.468750 113 140969.468750 114 135958.921875 115 73456.406250 116 144531.171875 117 117229.656250 118 96124.601562 119 85024.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,IRRF,SARIMAX,0.7225887775421143,"108 101971.640625 109 130636.187500 110 130632.351562 111 130641.828125 112 101971.640625 113 130632.351562 114 130642.382812 115 130642.382812 116 130632.351562 117 130636.187500 118 130632.351562 119 244250.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do FPM,HWES,0.875840425491333,"108 2100323.00 109 3156283.75 110 1815886.75 111 1977051.25 112 2100325.50 113 2097518.25 114 2100325.50 115 1815886.75 116 1815886.75 117 1772141.50 118 2100325.50 119 3156283.75 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do ICMS,HWES,0.723374605178833,"108 1357595.125 109 1080074.125 110 1213479.000 111 1366677.500 112 1469039.000 113 1393790.375 114 1364653.250 115 1366677.500 116 1366677.500 117 1412528.750 118 1387266.125 119 1412528.750 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do IPVA,XGBoost,1.0160486698150635,"108 1.040165e+06 109 2.061717e+05 110 2.927024e+05 111 4.991730e+05 112 2.624002e+05 113 1.595365e+05 114 1.466074e+05 115 5.710346e+04 116 3.975966e+04 117 4.180331e+04 118 2.357112e+04 119 1.040165e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Cota-Parte do ITR,XGBoost,1.0588719844818115,"106 622.694763 107 633.812927 108 630.772827 109 623.198425 110 623.940796 111 628.862549 112 629.748230 113 631.056274 114 2598.390137 115 2788.504395 116 630.431641 117 630.431641 Name: Valor, dtype: float64" Prefeitura Municipal de Feliz - RS,Transferencias LC 61_1989,HWES,1.0071449279785156,"108 11426.490234 109 9948.286133 110 11029.200195 111 10301.052734 112 9869.746094 113 9885.257812 114 12213.841797 115 8871.863281 116 10941.893555 117 8881.500000 118 10335.431641 119 13097.066406 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,IPTU,XGBoost,1.1382038593292236,"106 7.592760e+04 107 8.004164e+04 108 1.440141e+05 109 1.571758e+05 110 2.499985e+05 111 2.471992e+05 112 1.652970e+06 113 3.047576e+05 114 2.136299e+05 115 2.428729e+05 116 2.244916e+05 117 2.846858e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,ISS,MLP,1.0668716430664062,"108 138721.834528 109 135648.188657 110 142137.996490 111 146666.481587 112 138041.777571 113 135322.127373 114 140479.604784 115 142606.486029 116 141260.900738 117 136550.083529 118 134000.260151 119 137693.299769 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,ITBI,MLP,0.8898730278015137,"108 36288.374175 109 33953.535771 110 38902.792193 111 32718.461075 112 33274.024858 113 30842.791346 114 31537.591407 115 39747.552627 116 29280.483605 117 35370.175070 118 37552.270928 119 32252.963865 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,IRRF,XGBoost,0.9542999267578125,"106 38906.742188 107 42306.273438 108 41915.023438 109 58974.132812 110 38760.234375 111 37690.195312 112 31698.056641 113 34596.304688 114 30960.875000 115 88990.406250 116 31600.365234 117 29658.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do FPM,XGBoost,0.8128297328948975,"108 1401635.500 109 1631500.750 110 1401636.000 111 1247292.750 112 1677888.500 113 1605778.875 114 1677893.125 115 1401635.500 116 1357422.875 117 1245733.125 118 1749422.000 119 1677888.500 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ICMS,AR,0.7094335556030273,"108 530947.25000 109 554393.68750 110 520799.40625 111 552018.06250 112 579093.56250 113 590731.68750 114 542846.56250 115 556149.68750 116 556149.68750 117 590288.12500 118 545089.81250 119 576642.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do IPVA,AR,1.1268551349639893,"108 280662.187500 109 225914.703125 110 273529.468750 111 360352.000000 112 255855.703125 113 139456.468750 114 129182.375000 115 61548.824219 116 74951.125000 117 34191.781250 118 34191.781250 119 309792.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Cota-Parte do ITR,AR,1.1533386707305908,"103 1117.144653 104 808.150085 105 1016.686096 106 1304.536865 107 2037.139526 108 2051.135254 109 2092.217041 110 2092.217041 111 2040.230835 112 3234.852783 113 2042.853027 114 2101.338135 Name: Valor, dtype: float64" Prefeitura Municipal de Terra de Areia - RS,Transferencias LC 61_1989,HWES,1.4678125381469727,"96 5699.851074 97 5401.708984 98 5628.297363 99 5748.500000 100 5926.079102 101 5734.430664 102 5684.656738 103 5584.783203 104 5163.163086 105 4333.701660 106 5622.463867 107 6913.190918 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,IPTU,MLP,1.021019458770752,"75 23829.551967 76 26642.497392 77 32357.832945 78 39407.793237 79 48039.669635 80 58556.918266 81 71074.646695 82 85066.147513 83 101995.598214 84 118506.859244 85 123501.937937 86 146699.661172 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,ISS,XGBoost,1.2435801029205322,"104 32593.855469 105 32593.855469 106 32593.855469 107 32591.546875 108 32235.632812 109 32593.855469 110 32220.001953 111 32220.001953 112 32218.482422 113 32220.001953 114 32593.855469 115 32593.855469 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,ITBI,AR,1.3259303569793701,"94 48625.082031 95 48033.164062 96 48750.652344 97 48659.367188 98 47921.074219 99 48766.890625 100 48659.367188 101 48766.890625 102 48659.367188 103 48648.238281 104 48606.839844 105 47447.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,IRRF,XGBoost,0.790686845779419,"104 94190.671875 105 94286.906250 106 94479.750000 107 102279.359375 108 102361.796875 109 94286.906250 110 102361.796875 111 94286.906250 112 94286.906250 113 94286.906250 114 94286.906250 115 102279.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do FPM,MLP,0.8378300666809082,"104 1.259368e+06 105 1.451127e+06 106 1.154839e+06 107 1.227849e+06 108 1.291346e+06 109 1.255352e+06 110 1.394463e+06 111 1.178399e+06 112 1.194895e+06 113 1.168416e+06 114 1.308637e+06 115 1.649535e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ICMS,XGBoost,0.7690582275390625,"104 724655.5625 105 720513.5625 106 707586.9375 107 742092.5625 108 717934.9375 109 724655.5625 110 742092.6250 111 742092.5625 112 742092.5625 113 717934.9375 114 742580.1875 115 717934.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do IPVA,XGBoost,1.22743821144104,"100 64453.714844 101 102494.156250 102 102494.156250 103 64773.792969 104 88139.632812 105 87814.359375 106 88470.007812 107 64164.058594 108 64174.855469 109 64033.246094 110 64160.984375 111 101800.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Cota-Parte do ITR,SARIMAX,0.9275195598602295,"82 29.776474 83 74.878654 84 32.429279 85 -11.420727 86 45.844135 87 60.921703 88 46.818535 89 46.483414 90 0.128182 91 107.670547 92 301.057068 93 -79.465584 Name: Valor, dtype: float64" Prefeitura Municipal de Vespasiano Corrêa - RS,Transferencias LC 61_1989,AR,1.125553846359253,"104 5321.730957 105 5821.745117 106 6110.331543 107 5747.073242 108 5725.928223 109 5996.905273 110 5410.603027 111 5721.834961 112 7131.298828 113 6426.524414 114 5802.446289 115 5373.229004 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,IPTU,XGBoost,0.8310651779174805,"84 19477.113281 85 18633.984375 86 517113.687500 87 520477.093750 88 53408.644531 89 53891.000000 90 53653.007812 91 53602.964844 92 37116.378906 93 37278.730469 94 37277.277344 95 37828.960938 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,ISS,XGBoost,0.7397100925445557,"96 53691.183594 97 49996.675781 98 55333.562500 99 51698.558594 100 63374.000000 101 56737.941406 102 57708.777344 103 50211.886719 104 50056.242188 105 51698.558594 106 61887.332031 107 61731.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,ITBI,MLP,1.0105929374694824,"96 51365.219912 97 51831.004229 98 55489.138597 99 53767.624596 100 54217.881916 101 61057.612545 102 55772.861543 103 53867.965879 104 50784.935758 105 56665.373555 106 53969.274151 107 60269.648647 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,IRRF,MLP,1.7680439949035645,"96 54434.443010 97 59115.771822 98 73480.775612 99 66101.738375 100 53787.497046 101 88055.046307 102 76049.447493 103 77451.263191 104 80735.660805 105 86967.795849 106 86488.809049 107 103679.537405 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do FPM,SARIMAX,0.8368163108825684,"96 1.232786e+06 97 1.811506e+06 98 1.046927e+06 99 1.662093e+06 100 1.777781e+06 101 1.046927e+06 102 1.811506e+06 103 1.662093e+06 104 1.232786e+06 105 1.045430e+06 106 1.811507e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do ICMS,AR,0.7167413234710693,"96 651825.8750 97 897252.6875 98 955093.1875 99 629530.4375 100 965711.1250 101 636265.6875 102 744980.6250 103 897386.8750 104 745160.6875 105 742311.4375 106 741083.1875 107 955226.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Cota-Parte do IPVA,SARIMAX,1.0299897193908691,"95 104795.757812 96 104795.757812 97 172118.093750 98 172117.984375 99 106754.804688 100 106754.804688 101 202946.468750 102 203736.031250 103 203736.031250 104 201799.781250 105 202292.296875 106 104795.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Herval - RS,Transferencias LC 61_1989,XGBoost,1.1166439056396484,"96 7145.738770 97 8738.543945 98 8731.597656 99 7097.831055 100 7037.616699 101 8652.902344 102 7148.795410 103 8652.960938 104 8491.228516 105 8573.442383 106 8650.279297 107 7099.838379 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,IPTU,SES,1.7238240242004395,"94 3213.501709 95 6573.863281 96 7328.545898 97 3385.015625 98 3376.489990 99 3362.381348 100 3510.367188 101 3496.258545 102 2066.330322 103 1963.378662 104 1982.809326 105 3330.705566 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,ISS,SARIMAX,0.9819419384002686,"96 13657.096680 97 13092.750000 98 14108.735352 99 13713.420898 100 13218.127930 101 13825.734375 102 13267.017578 103 13267.017578 104 13221.462891 105 13095.592773 106 16974.222656 107 17309.193359 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,ITBI,AR,1.2598042488098145,"95 17559.183594 96 16599.248047 97 17304.410156 98 17491.632812 99 17492.187500 100 17304.410156 101 18172.097656 102 18172.097656 103 17492.187500 104 16885.332031 105 16423.253906 106 18172.951172 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,IRRF,MLP,1.081575632095337,"96 61190.048442 97 56059.924691 98 57074.624483 99 58956.877199 100 54245.835127 101 60545.016517 102 62379.022512 103 63818.916093 104 65038.767015 105 69704.673869 106 73448.632064 107 61272.672581 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7204291820526123,"96 1.285035e+06 97 1.811507e+06 98 9.062899e+05 99 1.285035e+06 100 1.773225e+06 101 1.285035e+06 102 1.811507e+06 103 1.285035e+06 104 1.030441e+06 105 1.030443e+06 106 1.773225e+06 107 1.811507e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ICMS,SES,0.7447426319122314,"96 398123.65625 97 394224.53125 98 394638.90625 99 393878.06250 100 394639.28125 101 393911.12500 102 393911.12500 103 394672.43750 104 393911.12500 105 393889.09375 106 393417.34375 107 394672.40625 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do IPVA,MLP,1.2157022953033447,"92 68867.903095 93 37520.430225 94 40058.976598 95 68994.422262 96 45848.924978 97 33178.302191 98 35705.834849 99 38224.519197 100 39195.243545 101 43189.542414 102 47581.528718 103 116738.576412 Name: Valor, dtype: float64" Prefeitura Municipal de Esperança do Sul - RS,Cota-Parte do ITR,XGBoost,2.275719165802002,"91 256.080292 92 -334548.343750 93 -98.511566 94 -101.882660 95 -74.425446 96 1670.539673 97 -115.662407 98 -103.338051 99 124.842072 100 177.363647 101 -103.338051 102 -103.338051 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,IPTU,SARIMAX,1.3494644165039062,"92 1.649355e+05 93 1.051902e+06 94 1.060315e+06 95 1.052187e+06 96 1.200304e+06 97 1.722915e+06 98 1.123413e+06 99 1.123413e+06 100 1.123413e+06 101 1.123413e+06 102 1.123413e+06 103 1.105343e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,ISS,XGBoost,0.6090195178985596,"96 316746.71875 97 347109.31250 98 322176.90625 99 315313.81250 100 315993.18750 101 316746.71875 102 352105.34375 103 339834.40625 104 350656.84375 105 319046.56250 106 319046.56250 107 315162.65625 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,ITBI,HWES,0.9128501415252686,"96 136014.812500 97 218829.609375 98 188919.984375 99 142499.421875 100 154165.218750 101 139304.234375 102 188919.984375 103 154165.218750 104 206322.390625 105 99139.445312 106 90931.093750 107 141093.343750 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,IRRF,MLP,1.0794966220855713,"96 461936.894709 97 379720.483259 98 519196.251221 99 542315.388518 100 690670.784100 101 440241.837196 102 589224.928393 103 601436.271570 104 628481.550121 105 784885.923414 106 667769.900230 107 816988.706032 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do FPM,HWES,0.8139164447784424,"96 2334820.00 97 4360423.00 98 2433677.75 99 1322433.50 100 4366638.00 101 2232531.75 102 4449374.50 103 2375312.00 104 2299039.00 105 2171244.50 106 4339735.00 107 4427943.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do ICMS,SES,0.921837329864502,"96 2670840.25 97 2771404.25 98 2606447.00 99 2787380.25 100 2750617.75 101 3027223.00 102 2825558.25 103 2831449.00 104 2563465.25 105 2849025.25 106 3051092.50 107 2831449.00 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do IPVA,AR,1.116319179534912,"96 507192.34375 97 508015.34375 98 599324.56250 99 536898.37500 100 515650.59375 101 687810.50000 102 200068.06250 103 -444379.03125 104 -500410.71875 105 -448291.65625 106 -483316.03125 107 530818.81250 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Cota-Parte do ITR,SARIMAX,1.5272674560546875,"84 8.795998e+04 85 1.679370e+05 86 7.418442e+04 87 7.418442e+04 88 6.984582e+04 89 8.559577e+04 90 1.124833e+05 91 7.606120e+04 92 2.185618e+05 93 1.303593e+06 94 2.185618e+05 95 1.700277e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Sepé - RS,Transferencias LC 61_1989,AR,0.7921581268310547,"96 29423.421875 97 36263.707031 98 27573.736328 99 30169.503906 100 25310.871094 101 28075.755859 102 29573.152344 103 27370.021484 104 28383.818359 105 34016.136719 106 29922.707031 107 29318.126953 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,IPTU,XGBoost,1.6987178325653076,"89 4661.606934 90 6079.232422 91 24432.988281 92 50218.234375 93 90895.187500 94 8371.685547 95 12235.876953 96 8197.364258 97 5683.264160 98 5257.523438 99 6570.107910 100 9498.616211 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,ISS,SES,0.9046921730041504,"96 15772.094727 97 13149.391602 98 13700.018555 99 16366.750977 100 14100.159180 101 15869.058594 102 14457.630859 103 14006.095703 104 14252.688477 105 14642.283203 106 14217.750977 107 15888.894531 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,ITBI,XGBoost,1.286240577697754,"94 9073.737305 95 14480.622070 96 14549.911133 97 12361.632812 98 13668.553711 99 10166.648438 100 11758.517578 101 11696.306641 102 12933.376953 103 13074.708008 104 14365.250000 105 11926.788086 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,IRRF,SARIMAX,0.7695825099945068,"96 56687.554688 97 57384.769531 98 57384.769531 99 56879.667969 100 57227.464844 101 57224.406250 102 57519.210938 103 57227.464844 104 56780.816406 105 56559.449219 106 59155.855469 107 113748.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do FPM,SARIMAX,0.722628116607666,"96 1160057.375 97 1412123.125 98 1051456.750 99 1160057.375 100 1412123.125 101 1271619.250 102 1128576.000 103 1271619.250 104 1137866.125 105 972996.500 106 1412123.125 107 1412123.125 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do ICMS,XGBoost,0.6976175308227539,"96 447689.15625 97 508352.71875 98 499899.37500 99 508493.62500 100 506842.68750 101 502904.59375 102 508493.62500 103 508493.62500 104 500633.12500 105 516994.03125 106 435107.65625 107 509113.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do IPVA,SARIMAX,1.1052682399749756,"94 89021.742188 95 89021.742188 96 133323.406250 97 73824.140625 98 89080.078125 99 73825.648438 100 133067.718750 101 137150.640625 102 134866.093750 103 136629.890625 104 135801.640625 105 89021.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Alegria - RS,Cota-Parte do ITR,XGBoost,0.8274216651916504,"67 358.444519 68 2953.165283 69 4223.110840 70 5165.470215 71 11357.637695 72 9118.883789 73 11072.231445 74 11377.893555 75 9117.666992 76 9077.375000 77 11357.941406 78 9118.790039 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,IPTU,HWES,1.2340805530548096,"108 421226.781250 109 410352.656250 110 50292.113281 111 43620.476562 112 51510.003906 113 50292.113281 114 50292.113281 115 35822.558594 116 35016.339844 117 35822.558594 118 36225.468750 119 35764.097656 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,ISS,SES,0.7596814632415771,"108 50833.656250 109 40125.742188 110 46604.769531 111 47067.980469 112 49857.671875 113 49041.792969 114 45677.417969 115 40105.601562 116 46594.851562 117 45684.718750 118 41612.312500 119 42938.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,ITBI,XGBoost,0.9208533763885498,"108 53599.519531 109 44764.753906 110 26746.126953 111 31629.199219 112 33427.476562 113 52285.894531 114 31640.900391 115 24830.244141 116 44284.289062 117 29188.646484 118 28081.562500 119 31831.326172 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,IRRF,SARIMAX,0.9036285877227783,"108 187085.562500 109 127203.234375 110 186707.281250 111 186707.281250 112 151320.390625 113 186707.281250 114 150824.250000 115 151320.390625 116 150824.250000 117 150824.250000 118 151320.390625 119 186707.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do FPM,MLP,0.7406690120697021,"108 1.254742e+06 109 1.445091e+06 110 1.150514e+06 111 1.222956e+06 112 1.285905e+06 113 1.249983e+06 114 1.388019e+06 115 1.173151e+06 116 1.189427e+06 117 1.163006e+06 118 1.302195e+06 119 1.640628e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ICMS,HWES,0.7766122817993164,"108 9.874561e+05 109 8.861861e+05 110 8.892577e+05 111 1.007701e+06 112 9.968582e+05 113 1.008551e+06 114 1.007701e+06 115 1.009096e+06 116 1.009096e+06 117 1.007701e+06 118 9.968582e+05 119 9.941977e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do IPVA,XGBoost,1.087737798690796,"108 184435.250000 109 64228.992188 110 179976.296875 111 185947.734375 112 234244.171875 113 60739.738281 114 26624.470703 115 26245.314453 116 12173.124023 117 9583.001953 118 10946.770508 119 156686.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Roque Gonzales - RS,Cota-Parte do ITR,XGBoost,1.7011058330535889,"99 8889.000977 100 20903.607422 101 19882.148438 102 29167.681641 103 29138.230469 104 29061.263672 105 28965.162109 106 29187.019531 107 11273.223633 108 11258.680664 109 29048.970703 110 28976.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,IPTU,AR,1.455272912979126,"84 58262.800781 85 58262.800781 86 16810.113281 87 16775.306641 88 16831.593750 89 57889.250000 90 16831.593750 91 16810.117188 92 16566.468750 93 13572.996094 94 16650.054688 95 16566.451172 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,ISS,Prophet,0.6988956928253174,"84 78680.351562 85 70049.351562 86 71609.093750 87 79608.171875 88 77404.320312 89 77397.539062 90 79583.648438 91 79501.109375 92 80372.281250 93 80372.281250 94 80372.281250 95 79631.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,ITBI,AR,1.3314852714538574,"69 9352.762695 70 8837.093750 71 9287.827148 72 8826.675781 73 9352.762695 74 9419.007812 75 9343.616211 76 9419.007812 77 8826.675781 78 9156.554688 79 9352.762695 80 9344.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,IRRF,MLP,1.1580030918121338,"84 66634.782735 85 71124.003124 86 83263.057027 87 110111.860029 88 96577.364000 89 95859.645618 90 101635.090536 91 101663.608996 92 109243.904607 93 117829.273834 94 129055.025647 95 159922.046772 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do FPM,SARIMAX,0.8955283164978027,"84 1727734.250 85 1811506.250 86 1132582.375 87 1727734.250 88 1771318.000 89 1727734.250 90 1811506.250 91 1727734.250 92 1251746.000 93 1173591.625 94 1810766.125 95 1811506.250 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do ICMS,XGBoost,0.7358005046844482,"84 391575.06250 85 398067.31250 86 417533.15625 87 397954.40625 88 422792.43750 89 397933.56250 90 397933.56250 91 398046.46875 92 390210.40625 93 390009.75000 94 389003.00000 95 397729.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do IPVA,MLP,1.5217609405517578,"84 151644.161220 85 61984.401960 86 84505.090354 87 145487.949362 88 108286.270374 89 71493.317164 90 47909.538164 91 46430.641215 92 46406.495714 93 52866.386074 94 103130.288496 95 288529.886711 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Cota-Parte do ITR,SARIMAX,1.487886667251587,"77 5077.666992 78 45654.863281 79 45654.863281 80 5414.599121 81 5894.247070 82 6525.918457 83 6525.844727 84 5363.761719 85 5784.819824 86 63462.023438 87 5694.169434 88 5717.503906 Name: Valor, dtype: float64" Prefeitura Municipal de Turuçu - RS,Transferencias LC 61_1989,XGBoost,1.3474953174591064,"84 3967.151367 85 3940.811768 86 3570.295410 87 4087.312500 88 4259.796875 89 4282.414551 90 4055.765625 91 4177.973145 92 4238.192383 93 3966.668213 94 4177.973145 95 4055.787354 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,IPTU,HWES,0.9380495548248291,"94 4.525880e+05 95 4.449324e+05 96 5.239700e+05 97 4.894986e+05 98 2.597090e+06 99 2.600643e+06 100 7.083420e+05 101 5.176621e+05 102 4.850547e+05 103 5.250959e+05 104 4.850547e+05 105 4.380970e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,ISS,MLP,0.8866932392120361,"96 2.383638e+06 97 1.954503e+06 98 2.309486e+06 99 2.239305e+06 100 2.227716e+06 101 2.229166e+06 102 2.328782e+06 103 2.287963e+06 104 2.387096e+06 105 2.177964e+06 106 2.656389e+06 107 2.548708e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,ITBI,XGBoost,0.6928527355194092,"96 375126.12500 97 362074.78125 98 355066.12500 99 372071.75000 100 362073.90625 101 364063.96875 102 612850.12500 103 470208.87500 104 362390.00000 105 362390.00000 106 362390.87500 107 612230.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,IRRF,Prophet,1.717254638671875,"74 3710126.00 75 3603430.25 76 3753973.75 77 3753973.75 78 3753973.75 79 4025968.25 80 3753973.75 81 4025968.25 82 3753973.75 83 3753973.75 84 3753973.75 85 4025968.25 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do FPM,SARIMAX,0.7812306880950928,"96 5631310.0 97 7246025.5 98 4210272.5 99 5631310.0 100 7243168.5 101 5631310.0 102 7246025.5 103 5631310.0 104 5549044.0 105 4198778.0 106 7243164.5 107 7246025.5 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do ICMS,XGBoost,0.7229430675506592,"96 6380494.5 97 7042285.5 98 6949425.0 99 7042285.5 100 6928536.0 101 6309258.0 102 7042285.5 103 7042285.5 104 6632560.5 105 6463897.5 106 6463876.5 107 6949441.0 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do IPVA,MLP,1.1246793270111084,"96 2.625167e+06 97 1.188838e+06 98 1.341777e+06 99 2.382518e+06 100 1.864279e+06 101 9.821939e+05 102 7.591377e+05 103 6.233502e+05 104 4.720480e+05 105 4.322479e+05 106 4.072316e+05 107 3.826342e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Montenegro - RS,Cota-Parte do ITR,MLP,1.903693437576294,"95 4516.274931 96 6701.251962 97 5540.320201 98 7844.113251 99 6459.392936 100 7557.845531 101 9435.850748 102 12519.565302 103 18475.963152 104 53562.098922 105 14217.061720 106 16333.538514 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,IPTU,HWES,1.5581679344177246,"102 18257.361328 103 18099.791016 104 91046.054688 105 45175.457031 106 39126.515625 107 18099.742188 108 14442.523438 109 12662.248047 110 13155.781250 111 15095.315430 112 14146.793945 113 14146.793945 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,ISS,MLP,1.5880026817321777,"108 13495.782907 109 14058.562741 110 14801.131335 111 14032.886119 112 14296.526364 113 14513.662599 114 14205.893493 115 13746.916663 116 14022.432896 117 13945.165720 118 13754.734670 119 14801.740602 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,ITBI,XGBoost,1.5475454330444336,"107 17164.955078 108 18914.234375 109 22558.855469 110 23375.587891 111 21564.794922 112 16681.394531 113 15689.219727 114 14063.326172 115 23915.486328 116 19946.718750 117 14063.326172 118 19049.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,IRRF,XGBoost,0.7768445014953613,"108 81116.031250 109 63979.335938 110 81116.031250 111 70220.773438 112 107081.460938 113 107081.460938 114 96043.734375 115 107081.460938 116 96043.734375 117 107081.460938 118 96072.804688 119 96043.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do FPM,HWES,0.7895774841308594,"108 1.241194e+06 109 1.893796e+06 110 1.136986e+06 111 1.151218e+06 112 1.242687e+06 113 1.251756e+06 114 1.242710e+06 115 1.136986e+06 116 1.138522e+06 117 9.615553e+05 118 1.242687e+06 119 1.893796e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ICMS,HWES,0.8225109577178955,"108 526529.4375 109 396576.4375 110 439331.5625 111 526187.7500 112 526444.1875 113 523889.5000 114 548527.8125 115 551420.6250 116 551420.6250 117 561321.0000 118 548498.5000 119 555561.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do IPVA,AR,1.1414031982421875,"108 92784.687500 109 38171.089844 110 64255.859375 111 69261.078125 112 69444.679688 113 10408.589844 114 3930.199463 115 2106.548828 116 2143.416504 117 2213.914307 118 2182.376221 119 92784.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Cota-Parte do ITR,XGBoost,0.9914195537567139,"96 473.170197 97 45.528679 98 55.927315 99 91.370987 100 624.565430 101 597.683044 102 12.479699 103 585.801331 104 202.499634 105 5129.128418 106 507.890564 107 50.639927 Name: Valor, dtype: float64" Prefeitura Municipal de Vicente Dutra - RS,Transferencias LC 61_1989,HWES,0.8127384185791016,"108 4218.855957 109 4049.324219 110 4193.311035 111 4228.288574 112 4438.945312 113 4403.754883 114 4506.099121 115 4325.129883 116 4324.627441 117 4807.862305 118 4376.521973 119 4828.552246 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,IPTU,AR,1.6541292667388916,"96 7773.299316 97 30708.117188 98 30708.117188 99 15224.110352 100 30008.251953 101 15526.156250 102 15525.745117 103 15525.745117 104 16368.336914 105 15635.355469 106 9840.785156 107 7304.331543 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,ISS,MLP,1.1984143257141113,"96 16964.505189 97 17871.843257 98 18518.301979 99 18703.932949 100 18816.190924 101 19369.353110 102 19645.289172 103 19794.940719 104 19858.268069 105 19558.687410 106 19754.105394 107 19279.039169 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,ITBI,Prophet,1.2274096012115479,"88 2092.806396 89 2714.029785 90 3592.407715 91 4003.710205 92 3164.648682 93 3077.735596 94 3289.008789 95 2407.603271 96 3302.958008 97 2957.334961 98 1901.048828 99 2254.016846 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,IRRF,Prophet,0.8705270290374756,"96 107231.851562 97 107231.851562 98 107231.851562 99 107231.851562 100 107231.851562 101 107548.804688 102 107231.851562 103 107548.804688 104 107548.804688 105 107285.804688 106 107548.804688 107 106694.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do FPM,SARIMAX,0.7327554225921631,"96 1.366894e+06 97 1.811506e+06 98 1.065476e+06 99 1.366894e+06 100 1.783287e+06 101 1.366894e+06 102 1.811506e+06 103 1.366894e+06 104 1.328199e+06 105 1.041858e+06 106 1.811576e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ICMS,XGBoost,1.201256275177002,"96 297969.12500 97 303881.65625 98 359987.03125 99 292368.84375 100 368614.25000 101 293303.00000 102 295093.84375 103 303883.46875 104 293585.59375 105 291435.87500 106 292068.71875 107 359991.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do IPVA,MLP,1.1902148723602295,"96 94849.870891 97 37733.224107 98 64313.453148 99 94612.249046 100 67121.423140 101 36280.616664 102 26923.752409 103 26695.483000 104 25170.821681 105 25711.487797 106 27174.129282 107 160048.980561 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Cota-Parte do ITR,XGBoost,0.9082317352294922,"79 352.594299 80 824.312378 81 2933.112549 82 1847.876221 83 4286.618652 84 1805.276123 85 1892.722168 86 7338.853516 87 7320.248535 88 7320.248535 89 7334.808105 90 7343.767578 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Branco - RS,Transferencias LC 61_1989,XGBoost,0.8183975219726562,"96 3223.925537 97 3250.034912 98 3186.678711 99 3406.980225 100 3790.230957 101 3328.541748 102 3257.062012 103 3328.541748 104 3174.263916 105 3285.582275 106 3294.434814 107 3159.456055 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,IPTU,MLP,1.3065636157989502,"108 31520.667279 109 53129.723523 110 7342.443433 111 5212.318719 112 2098.526338 113 3717.471500 114 1846.544186 115 3293.092622 116 1436.651016 117 2901.557059 118 908.074550 119 4897.304836 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,ISS,XGBoost,0.7420928478240967,"108 27586.675781 109 35508.140625 110 30762.126953 111 21903.203125 112 23913.222656 113 34766.187500 114 28659.181641 115 32960.015625 116 37356.132812 117 37356.425781 118 33742.640625 119 39925.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,ITBI,XGBoost,0.9982166290283203,"93 11212.553711 94 10344.973633 95 10605.462891 96 10469.500000 97 10622.379883 98 10524.362305 99 10525.618164 100 9905.864258 101 10529.463867 102 10474.333008 103 10834.891602 104 10539.100586 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,IRRF,XGBoost,1.0650053024291992,"108 60900.667969 109 33813.648438 110 33463.851562 111 33727.515625 112 37556.453125 113 37965.070312 114 38169.187500 115 38120.093750 116 38120.093750 117 38244.410156 118 38120.093750 119 33813.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do FPM,HWES,0.8088195323944092,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do ICMS,HWES,1.4768836498260498,"108 591722.8125 109 568973.5000 110 579320.2500 111 605406.5000 112 604656.6875 113 599251.3125 114 597031.5625 115 606193.5625 116 605367.0625 117 605367.0625 118 602846.5625 119 587664.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do IPVA,XGBoost,1.0810496807098389,"106 77412.757812 107 5640.858887 108 24678.994141 109 27516.414062 110 21192.345703 111 896.254517 112 -19.331373 113 1745.928223 114 2111.188965 115 1562.752319 116 -305.177917 117 77243.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Cota-Parte do ITR,AR,0.9954268932342529,"77 33.442680 78 53.804550 79 0.551228 80 46.622692 81 27.637230 82 26.504681 83 22.817293 84 33.354492 85 20.468838 86 6.822170 87 25.783833 88 6.320211 Name: Valor, dtype: float64" Prefeitura Municipal de Sério - RS,Transferencias LC 61_1989,HWES,0.9535322189331055,"108 4099.142578 109 3608.198975 110 3911.166260 111 4396.211914 112 3972.049316 113 4327.980957 114 4306.782715 115 4419.129883 116 4481.292969 117 4265.359863 118 4205.394531 119 4035.769043 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,IPTU,HWES,1.242678165435791,"96 440211.781250 97 216431.875000 98 181507.140625 99 71255.492188 100 86044.429688 101 108409.687500 102 103022.375000 103 99999.539062 104 100383.156250 105 103022.375000 106 61525.343750 107 86939.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,ISS,XGBoost,0.7669095993041992,"96 241951.375000 97 241951.375000 98 262273.437500 99 258865.625000 100 260507.484375 101 258865.625000 102 247440.312500 103 253101.218750 104 260507.484375 105 247440.312500 106 258865.625000 107 260507.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,ITBI,SES,0.7929043769836426,"96 325226.125000 97 253401.046875 98 346243.031250 99 340606.531250 100 339353.312500 101 252493.937500 102 260291.140625 103 325226.125000 104 253401.046875 105 253438.093750 106 253401.046875 107 339353.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,IRRF,SARIMAX,0.760392427444458,"96 444978.50000 97 450621.71875 98 450391.53125 99 450391.53125 100 450391.53125 101 450391.53125 102 450391.53125 103 450391.53125 104 450391.53125 105 450391.53125 106 450391.56250 107 450391.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do FPM,SARIMAX,0.6733787059783936,"96 3194751.50 97 3486627.25 98 2584946.25 99 3214054.75 100 3194754.25 101 3194751.50 102 3486627.25 103 3194751.50 104 1905711.75 105 2569474.50 106 3486627.25 107 3486627.25 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do ICMS,SES,0.729771614074707,"95 1389043.500 96 2017551.125 97 1442198.500 98 1442198.500 99 1563091.250 100 2214878.750 101 1898911.250 102 1898911.250 103 1323548.500 104 1476744.000 105 1301934.625 106 1813196.250 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do IPVA,MLP,0.668280839920044,"77 181777.910362 78 135155.704189 79 142314.244478 80 168853.243743 81 161200.382311 82 134591.263414 83 129568.830004 84 124793.721227 85 124428.104022 86 125602.215494 87 123560.037707 88 240670.735707 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Cota-Parte do ITR,SARIMAX,1.3077256679534912,"96 14872.482422 97 19078.771484 98 17648.048828 99 9341.783203 100 9731.341797 101 9181.218750 102 12037.966797 103 30369.410156 104 393104.500000 105 841380.625000 106 65890.601562 107 65890.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Piratini - RS,Transferencias LC 61_1989,MLP,0.5784664154052734,"95 14675.723752 96 15316.932561 97 14941.914220 98 14626.173038 99 13949.123762 100 13793.894903 101 14220.882564 102 13482.312438 103 14352.516635 104 14517.432539 105 13666.590860 106 14222.215736 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,IPTU,XGBoost,1.1436090469360352,"96 1703.284424 97 833.951111 98 2905.845215 99 2881.473145 100 341.206970 101 14272.126953 102 17127.123047 103 57.597496 104 18.634447 105 4.506699 106 265.769470 107 46.780605 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,ISS,Prophet,0.962350606918335,"108 26285.316406 109 25325.822266 110 26285.316406 111 26285.316406 112 25691.976562 113 26327.564453 114 26285.316406 115 25699.384766 116 26285.316406 117 25699.384766 118 26285.316406 119 26327.564453 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,ITBI,XGBoost,1.4277117252349854,"101 29195.345703 102 25867.449219 103 8524.132812 104 7213.810059 105 47392.734375 106 14897.847656 107 13418.710938 108 4520.100586 109 5769.553711 110 9257.234375 111 13765.132812 112 16140.583008 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,IRRF,MLP,1.389714002609253,"108 48693.056910 109 48841.782697 110 51494.051265 111 52396.355628 112 54103.127972 113 54555.976227 114 56892.707661 115 56997.114506 116 62396.001167 117 64053.296899 118 62990.190701 119 77933.090040 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do FPM,HWES,0.778723955154419,"108 1.380665e+06 109 1.893769e+06 110 1.062806e+06 111 1.158760e+06 112 1.380666e+06 113 1.435047e+06 114 1.380666e+06 115 1.062805e+06 116 1.062808e+06 117 9.842766e+05 118 1.380666e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ICMS,HWES,0.8190939426422119,"108 709663.4375 109 702503.0625 110 710008.6875 111 720170.6250 112 713164.7500 113 735833.2500 114 748504.9375 115 720171.1250 116 720171.1250 117 713164.7500 118 709663.4375 119 713164.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do IPVA,XGBoost,1.7412006855010986,"102 53567.902344 103 24274.775391 104 40685.218750 105 43153.511719 106 43154.265625 107 13958.077148 108 15343.777344 109 6869.792480 110 10527.306641 111 6950.732910 112 11865.920898 113 56230.675781 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Cota-Parte do ITR,XGBoost,1.049398422241211,"78 1304.314941 79 1430.610596 80 1470.424683 81 1505.732910 82 28232.267578 83 8211.093750 84 7716.807617 85 7676.066895 86 6453.466309 87 6453.466309 88 27210.503906 89 7667.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Cecília do Sul - RS,Transferencias LC 61_1989,XGBoost,0.860098123550415,"60 5161.781250 61 5692.545410 62 5631.083008 63 7974.161621 64 4669.814453 65 4670.978027 66 4042.871826 67 4798.702148 68 5180.863281 69 5510.081543 70 3985.341309 71 4037.994629 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,IPTU,SARIMAX,1.3944461345672607,"108 2.355264e+05 109 4.865646e+05 110 8.661438e+05 111 1.540137e+06 112 5.082482e+06 113 5.456139e+05 114 5.456491e+05 115 5.780614e+05 116 7.172779e+05 117 1.187608e+06 118 6.221676e+05 119 5.456491e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,ISS,XGBoost,0.7290551662445068,"108 1974219.000 109 1927836.750 110 1973849.125 111 1973849.125 112 1973849.125 113 1973849.125 114 1973849.125 115 1973849.125 116 1973849.125 117 1973849.125 118 1973849.125 119 1973849.125 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,ITBI,SARIMAX,0.8302586078643799,"108 433889.68750 109 458427.56250 110 556450.50000 111 784514.87500 112 427515.06250 113 408430.34375 114 556450.50000 115 556450.50000 116 512305.31250 117 784514.87500 118 556450.50000 119 513772.28125 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,IRRF,SARIMAX,0.8646271228790283,"108 8.309543e+05 109 7.924024e+05 110 8.247506e+05 111 7.924024e+05 112 7.952721e+05 113 8.247506e+05 114 7.924024e+05 115 7.924024e+05 116 1.319998e+06 117 1.319998e+06 118 1.319998e+06 119 1.319998e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do FPM,HWES,0.8108186721801758,"108 5390974.00 109 7578132.00 110 4169432.25 111 4763299.00 112 5658172.50 113 5295468.00 114 5658172.50 115 4169432.25 116 4169432.25 117 3770902.75 118 5658172.50 119 7578132.00 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do ICMS,HWES,1.0210130214691162,"108 8107508.0 109 7461024.5 110 7689682.0 111 7948967.0 112 8233656.5 113 7949358.5 114 7948967.0 115 8238912.0 116 8238912.0 117 8233656.5 118 7949358.5 119 8233656.5 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do IPVA,AR,1.169323444366455,"108 3.254391e+06 109 1.263275e+06 110 1.930914e+06 111 3.252828e+06 112 2.252881e+06 113 7.477036e+05 114 5.187903e+05 115 3.196324e+05 116 2.839796e+05 117 2.210515e+05 118 1.640016e+05 119 4.560628e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Cota-Parte do ITR,MLP,1.4695043563842773,"84 1.755624e+05 85 9.338409e+04 86 1.044246e+05 87 1.070850e+05 88 1.064293e+05 89 1.271570e+05 90 1.231524e+05 91 1.257703e+05 92 3.149437e+05 93 2.667850e+06 94 5.656281e+05 95 4.436556e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Vacaria - RS,Transferencias LC 61_1989,HWES,0.7265729904174805,"108 73640.515625 109 66875.359375 110 69307.390625 111 70805.609375 112 77127.882812 113 85114.710938 114 86426.828125 115 76006.046875 116 79746.367188 117 72846.203125 118 78480.054688 119 72100.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,IPTU,SARIMAX,1.1148052215576172,"102 4853.426758 103 37705.550781 104 94225.921875 105 78796.835938 106 198671.546875 107 84956.460938 108 83932.851562 109 83932.851562 110 80047.429688 111 78489.929688 112 77173.460938 113 77298.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,ISS,HWES,1.3518927097320557,"108 33476.207031 109 38330.171875 110 31334.931641 111 34803.898438 112 37151.460938 113 33774.050781 114 37148.847656 115 30076.943359 116 33540.066406 117 37424.335938 118 35710.433594 119 31220.884766 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,ITBI,XGBoost,0.6466639041900635,"107 19837.619141 108 21721.611328 109 19668.947266 110 15850.241211 111 8542.740234 112 8938.710938 113 7309.818359 114 7504.867188 115 14221.480469 116 6113.583496 117 5460.161133 118 6702.039551 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,IRRF,XGBoost,0.8048405647277832,"108 95760.015625 109 95760.015625 110 122058.460938 111 106631.390625 112 95486.882812 113 121949.546875 114 83816.898438 115 95486.882812 116 121949.546875 117 95486.882812 118 95486.882812 119 121949.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do FPM,SARIMAX,0.8139803409576416,"108 1893768.625 109 1893670.000 110 1379840.250 111 1272844.750 112 1893768.625 113 1638580.750 114 1893768.625 115 1379922.875 116 1379922.875 117 1010527.000 118 1893670.000 119 1893670.000 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do ICMS,SARIMAX,0.776324987411499,"108 8.828124e+05 109 1.068123e+06 110 8.827361e+05 111 9.004778e+05 112 1.085938e+06 113 1.105245e+06 114 1.089938e+06 115 1.072702e+06 116 1.098453e+06 117 1.068123e+06 118 1.105245e+06 119 1.085938e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do IPVA,HWES,1.6793153285980225,"108 238980.906250 109 -462722.375000 110 -144654.421875 111 111134.179688 112 93623.140625 113 -468995.125000 114 -457185.187500 115 -463832.562500 116 -463731.250000 117 -463635.343750 118 -463832.562500 119 179632.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Cota-Parte do ITR,XGBoost,1.0104167461395264,"62 1489.843018 63 1559.882202 64 1562.439209 65 1480.306763 66 1480.306763 67 1466.586426 68 1465.961060 69 1539.968018 70 1507.349243 71 1562.251465 72 1091.474609 73 -30.503098 Name: Valor, dtype: float64" Prefeitura Municipal de Humaitá - RS,Transferencias LC 61_1989,SES,0.7798759937286377,"48 8793.128906 49 8808.177734 50 9820.708008 51 -618063.812500 52 8821.138672 53 8814.473633 54 8814.473633 55 8819.659180 56 8829.446289 57 8901.363281 58 8820.905273 59 8822.739258 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,IPTU,AR,0.7279148101806641,"84 60645.976562 85 172897.500000 86 345857.500000 87 345749.500000 88 115982.437500 89 171507.593750 90 43780.953125 91 172015.203125 92 31483.763672 93 117442.703125 94 25767.171875 95 42482.378906 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,ISS,XGBoost,0.7644903659820557,"84 153048.796875 85 147732.062500 86 147448.203125 87 145060.906250 88 150974.875000 89 147758.687500 90 146750.140625 91 158926.718750 92 152548.015625 93 152548.015625 94 162211.265625 95 162211.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,ITBI,XGBoost,0.7601585388183594,"84 232996.265625 85 232038.937500 86 233848.890625 87 232115.421875 88 233411.546875 89 226393.656250 90 230405.593750 91 233411.546875 92 232127.421875 93 230379.171875 94 233411.546875 95 226393.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,IRRF,HWES,0.7838959693908691,"84 333112.15625 85 333112.15625 86 333112.15625 87 303505.84375 88 333112.15625 89 331919.18750 90 331919.18750 91 331919.18750 92 331919.18750 93 333112.15625 94 331919.18750 95 333112.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do FPM,AR,0.8495986461639404,"84 1223611.000 85 1893780.750 86 1092745.250 87 1149565.875 88 1223622.875 89 1232263.250 90 1223622.875 91 1092745.250 92 1092745.500 93 978461.250 94 1223622.875 95 1893780.750 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ICMS,MLP,0.7674961090087891,"84 1.132803e+06 85 1.053049e+06 86 1.084474e+06 87 1.191725e+06 88 1.271126e+06 89 1.150203e+06 90 1.190085e+06 91 1.227116e+06 92 1.225983e+06 93 1.371173e+06 94 1.173283e+06 95 1.350155e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do IPVA,AR,1.1525871753692627,"84 260306.718750 85 141282.421875 86 274292.750000 87 351601.750000 88 284610.687500 89 89886.125000 90 87670.546875 91 52884.171875 92 35537.417969 93 34861.222656 94 22037.566406 95 284697.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Cota-Parte do ITR,MLP,2.252941608428955,"84 10029.676438 85 1422.308413 86 1304.891129 87 2389.938714 88 1353.118419 89 1551.602342 90 2826.853846 91 1977.904483 92 35549.947175 93 157851.900173 94 18210.276331 95 18951.940773 Name: Valor, dtype: float64" Prefeitura Municipal de Entre-Ijuís - RS,Transferencias LC 61_1989,XGBoost,0.793081521987915,"84 11008.529297 85 10471.625000 86 11196.500977 87 11707.329102 88 11450.905273 89 12459.701172 90 11887.656250 91 11886.874023 92 11734.800781 93 11028.324219 94 11113.917969 95 10998.197266 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,IPTU,AR,1.605309247970581,"108 2.816002e+04 109 7.964085e+04 110 1.157490e+06 111 5.548946e+04 112 5.877447e+04 113 5.544762e+04 114 3.384736e+04 115 5.544762e+04 116 2.761542e+04 117 4.562998e+04 118 2.666419e+04 119 5.544762e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,ISS,SARIMAX,0.8296566009521484,"108 171878.906250 109 171878.906250 110 171878.906250 111 171878.906250 112 159614.015625 113 171878.906250 114 160140.421875 115 160140.421875 116 160140.421875 117 160140.421875 118 171878.906250 119 171878.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,ITBI,SARIMAX,1.2054955959320068,"108 144319.328125 109 145622.234375 110 145957.046875 111 144171.625000 112 144410.296875 113 145957.046875 114 147345.046875 115 147345.046875 116 144577.656250 117 145229.656250 118 145240.859375 119 147345.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,IRRF,SARIMAX,0.9411842823028564,"108 68737.367188 109 68737.367188 110 71228.875000 111 68736.460938 112 68737.367188 113 68737.367188 114 68737.367188 115 68737.367188 116 68737.367188 117 148599.000000 118 68736.460938 119 148599.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do FPM,HWES,0.8357164859771729,"108 1.214466e+06 109 1.893947e+06 110 1.057468e+06 111 1.150090e+06 112 1.214667e+06 113 1.254494e+06 114 1.214668e+06 115 1.057468e+06 116 1.057467e+06 117 9.469803e+05 118 1.214667e+06 119 1.893947e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ICMS,HWES,0.7396547794342041,"108 595889.0625 109 589297.9375 110 598509.5000 111 612479.5625 112 658860.5625 113 630667.0000 114 612479.5625 115 639637.6875 116 628468.1875 117 623901.0625 118 621066.0625 119 623901.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do IPVA,XGBoost,1.1520774364471436,"108 382134.156250 109 110307.164062 110 158478.953125 111 208162.015625 112 204514.515625 113 107063.460938 114 81457.921875 115 54126.539062 116 33088.945312 117 24477.171875 118 25043.552734 119 381090.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Cota-Parte do ITR,XGBoost,1.6306943893432617,"93 1573.515259 94 4660.407715 95 5671.834961 96 4979.065918 97 7902.097168 98 8841.809570 99 7036.849121 100 6498.408203 101 7042.366699 102 7042.093262 103 7036.791016 104 7037.889648 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinal do Soturno - RS,Transferencias LC 61_1989,HWES,0.8476006984710693,"108 3858.483398 109 4706.893066 110 5257.268066 111 5669.419434 112 5659.056152 113 4673.966309 114 5068.787109 115 5328.821777 116 5124.093262 117 5156.689453 118 5439.526855 119 5154.427246 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,IPTU,XGBoost,1.240185260772705,"102 7460.477051 103 6400.083496 104 13214.210938 105 29203.310547 106 49035.074219 107 8576.709961 108 8576.709961 109 5927.631836 110 8142.619141 111 7315.881348 112 5960.962402 113 8576.709961 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,ISS,XGBoost,1.0744378566741943,"108 13324.294922 109 6162.234375 110 6475.841309 111 6647.708008 112 6798.181641 113 6476.362305 114 7979.903320 115 6797.660645 116 6656.134766 117 6475.841309 118 10763.589844 119 6111.169922 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,ITBI,MLP,1.557042121887207,"104 23247.363010 105 24925.626853 106 25866.372298 107 26318.975518 108 27009.637161 109 26511.500784 110 26541.377750 111 26526.196900 112 25948.702773 113 27109.561664 114 28555.783713 115 28189.681015 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,IRRF,MLP,1.311009407043457,"103 49783.046794 104 52946.605768 105 53308.094063 106 54062.873195 107 56774.403428 108 55986.094239 109 56773.846642 110 58459.981381 111 59363.641874 112 62912.484757 113 65831.939162 114 73274.790801 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do FPM,AR,0.8108699321746826,"108 1.094264e+06 109 2.218472e+06 110 1.089375e+06 111 1.220690e+06 112 1.100590e+06 113 1.307896e+06 114 1.100590e+06 115 1.089375e+06 116 1.089472e+06 117 1.000664e+06 118 1.048398e+06 119 2.221832e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ICMS,HWES,0.7683155536651611,"108 767206.7500 109 702187.3125 110 738943.0625 111 767273.0625 112 759934.9375 113 774120.1875 114 767264.3125 115 787386.8750 116 787386.8750 117 759934.9375 118 767206.7500 119 759934.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.975595474243164,"96 78468.328125 97 76253.335938 98 75680.523438 99 123104.664062 100 94896.070312 101 79598.171875 102 94761.203125 103 79598.171875 104 80617.125000 105 75807.171875 106 78729.687500 107 93908.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Cota-Parte do ITR,MLP,1.5984077453613281,"99 19508.981482 100 17381.550911 101 22585.415942 102 29463.738498 103 37435.156119 104 47853.449009 105 61458.644069 106 79429.939544 107 103964.661719 108 199176.616911 109 138320.675733 110 178324.084497 Name: Valor, dtype: float64" Prefeitura Municipal de Dois Irmãos das Missões - RS,Transferencias LC 61_1989,HWES,0.9759495258331299,"108 6103.324219 109 6888.935059 110 6341.920898 111 7081.718262 112 7070.587891 113 7318.721680 114 7159.720215 115 6868.751953 116 7552.722656 117 6871.811035 118 7135.434082 119 6533.376953 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,IPTU,HWES,1.472311019897461,"108 2.573852e+05 109 3.823036e+06 110 1.804060e+06 111 1.915988e+05 112 2.497343e+05 113 3.082436e+05 114 2.478964e+05 115 2.478964e+05 116 2.486866e+05 117 2.314386e+05 118 7.597731e+05 119 2.335692e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,ISS,XGBoost,0.9387431144714355,"108 731905.1250 109 735999.6875 110 731547.4375 111 730506.6875 112 730506.6875 113 730506.6875 114 730506.6875 115 730506.6875 116 730506.6875 117 730506.6875 118 730506.6875 119 730506.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,ITBI,HWES,1.0068416595458984,"108 277526.09375 109 406799.21875 110 270914.81250 111 299257.84375 112 424248.15625 113 281527.93750 114 261805.68750 115 282342.59375 116 270734.46875 117 275391.56250 118 406799.21875 119 283874.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,IRRF,HWES,1.0749139785766602,"108 1330630.125 109 1331916.375 110 1330630.375 111 1330630.125 112 1330630.125 113 1330630.375 114 1330630.375 115 1330630.125 116 1330630.125 117 1330630.125 118 1330630.375 119 1330964.750 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do FPM,SARIMAX,0.8152296543121338,"108 5333062.00 109 6943818.50 110 5415654.50 111 5333109.50 112 5081916.00 113 4811717.00 114 6499176.00 115 5415654.50 116 5167558.00 117 3635188.25 118 5081916.00 119 6943865.50 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do ICMS,HWES,0.7701191902160645,"108 4699694.50 109 4177278.50 110 4138993.75 111 4781383.50 112 4967305.50 113 4793516.00 114 4907387.50 115 4948625.00 116 4948625.00 117 4907387.50 118 4949211.50 119 4861730.00 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do IPVA,AR,1.2873873710632324,"108 1.563586e+06 109 6.174100e+05 110 6.061866e+05 111 1.348699e+06 112 1.251759e+06 113 4.113109e+05 114 2.083226e+05 115 1.363282e+05 116 1.485463e+05 117 7.438906e+04 118 5.992168e+04 119 1.336910e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Cota-Parte do ITR,XGBoost,1.6234149932861328,"108 23727.787109 109 14898.000977 110 26193.671875 111 16870.501953 112 23727.787109 113 23727.787109 114 32457.337891 115 27183.562500 116 276900.062500 117 570958.375000 118 27183.562500 119 32457.337891 Name: Valor, dtype: float64" Prefeitura Municipal de Canguçu - RS,Transferencias LC 61_1989,XGBoost,1.3571035861968994,"108 36074.718750 109 39884.011719 110 40982.277344 111 38715.457031 112 38993.000000 113 40830.550781 114 32534.212891 115 39659.031250 116 39109.167969 117 35704.437500 118 43844.808594 119 43354.695312 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,IPTU,SES,1.369112253189087,"90 123805.648438 91 99555.382812 92 123805.648438 93 929334.125000 94 827306.500000 95 825961.625000 96 930577.437500 97 359175.968750 98 359175.968750 99 358561.187500 100 346319.906250 101 330247.843750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,ISS,XGBoost,0.7532603740692139,"92 158259.843750 93 196157.406250 94 158887.843750 95 158039.437500 96 158259.843750 97 158259.843750 98 173639.546875 99 173762.828125 100 173639.546875 101 173762.828125 102 173975.890625 103 173762.828125 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,ITBI,SARIMAX,0.9843456745147705,"92 77493.648438 93 63794.906250 94 63203.960938 95 61967.011719 96 63541.941406 97 63062.539062 98 81372.742188 99 64199.144531 100 59039.550781 101 62693.867188 102 59239.714844 103 77693.375000 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,IRRF,Prophet,0.7674942016601562,"92 119781.546875 93 276354.218750 94 276189.843750 95 276191.875000 96 276354.187500 97 276354.187500 98 276354.187500 99 276354.187500 100 276354.187500 101 276354.187500 102 275619.218750 103 275619.218750 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do FPM,XGBoost,0.5474035739898682,"92 2080272.000 93 2075093.375 94 2039798.500 95 1977446.875 96 1976744.125 97 1977446.875 98 1977492.375 99 1977446.875 100 1909930.875 101 1977492.375 102 1976744.125 103 1976744.125 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do ICMS,XGBoost,0.8369393348693848,"92 1.030358e+06 93 1.116768e+06 94 1.164160e+06 95 1.164160e+06 96 1.194022e+06 97 1.141260e+06 98 1.166950e+06 99 1.175340e+06 100 1.129203e+06 101 1.125636e+06 102 1.118019e+06 103 1.153782e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Cota-Parte do IPVA,MLP,1.0075244903564453,"92 393113.127011 93 178578.304275 94 191794.716632 95 307186.064245 96 258634.771663 97 168046.863448 98 133684.876283 99 132059.187193 100 114980.074242 101 109803.071035 102 113332.882601 103 572969.606264 Name: Valor, dtype: float64" Prefeitura Municipal de São Pedro do Sul - RS,Transferencias LC 61_1989,SES,0.8383281230926514,"38 12536.345703 39 12372.461914 40 12372.452148 41 11848.409180 42 11848.409180 43 12372.461914 44 12372.452148 45 12372.452148 46 12372.452148 47 12372.421875 48 12372.421875 49 12372.458008 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,IPTU,SARIMAX,1.4862430095672607,"86 2861.279541 87 63431.730469 88 1922.813721 89 1257.465820 90 1416.820923 91 1066.556641 92 2086.303467 93 1066.556641 94 1545.317383 95 1535.171143 96 1545.317383 97 1066.556641 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,ISS,Prophet,0.8189136981964111,"108 29650.259766 109 69708.882812 110 29517.083984 111 30660.751953 112 29589.046875 113 30995.671875 114 32528.550781 115 28817.529297 116 28627.253906 117 29326.822266 118 30839.921875 119 29650.259766 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,ITBI,MLP,1.7110464572906494,"100 7999.687705 101 8393.706370 102 10769.689460 103 8773.715542 104 7461.818502 105 7805.270489 106 8163.466719 107 7867.371736 108 8751.329234 109 7937.950721 110 9790.801626 111 8167.830286 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,IRRF,MLP,1.609689712524414,"108 54445.730249 109 49638.564379 110 41877.351495 111 50994.320488 112 50041.509590 113 49904.667568 114 51735.978686 115 51369.796489 116 53705.355925 117 56251.887808 118 54830.757512 119 71904.470683 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do FPM,HWES,0.8056385517120361,"108 1.230457e+06 109 1.893869e+06 110 1.048906e+06 111 1.135966e+06 112 1.230544e+06 113 1.244219e+06 114 1.230514e+06 115 1.048906e+06 116 1.048906e+06 117 9.493014e+05 118 1.230544e+06 119 1.893869e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ICMS,HWES,0.7474305629730225,"108 403625.40625 109 349967.43750 110 362565.15625 111 403846.96875 112 402365.34375 113 403625.40625 114 403846.96875 115 404400.93750 116 403846.96875 117 402364.93750 118 403625.40625 119 402364.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do IPVA,MLP,1.2248151302337646,"104 75694.396443 105 15063.792856 106 26850.723781 107 33794.843123 108 21155.515864 109 13775.540866 110 13330.335064 111 17261.322103 112 11218.451390 113 12821.661809 114 14480.263586 115 84621.845615 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Cota-Parte do ITR,HWES,0.845587968826294,"77 52.018482 78 12.608202 79 80.785042 80 21.019451 81 21.019451 82 309.514893 83 80.785042 84 12.608202 85 57.625702 86 -63.639240 87 -71.854950 88 -71.960571 Name: Valor, dtype: float64" Prefeitura Municipal de Linha Nova - RS,Transferencias LC 61_1989,HWES,1.0403785705566406,"107 3289.382324 108 3304.720215 109 3400.835449 110 3469.560547 111 3283.500488 112 3418.091797 113 3771.815918 114 3235.193604 115 3550.920410 116 3467.717285 117 3389.870117 118 4237.357422 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,IPTU,XGBoost,1.2455787658691406,"92 3631.315186 93 3124.838623 94 569.588989 95 818.185669 96 37772.070312 97 308.145691 98 333.349854 99 1991.498779 100 2579.648193 101 2412.486572 102 3361.311523 103 1101.088257 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,ISS,XGBoost,0.6605243682861328,"108 13991.003906 109 12741.624023 110 12739.746094 111 11891.059570 112 11768.879883 113 12380.631836 114 12383.945312 115 12470.956055 116 11773.303711 117 12495.428711 118 12495.428711 119 12470.956055 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,ITBI,XGBoost,1.9154155254364014,"91 6499.302246 92 2470.657471 93 2830.369629 94 2358.110352 95 2470.657471 96 1298.469238 97 1225.141113 98 1726.009033 99 4668.204102 100 23258.591797 101 1978.874878 102 3829.083252 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,IRRF,XGBoost,1.1193692684173584,"106 69291.328125 107 69291.328125 108 69291.328125 109 69291.328125 110 69291.328125 111 69291.328125 112 69187.921875 113 69291.328125 114 69291.328125 115 69291.328125 116 69291.328125 117 69291.328125 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do FPM,SARIMAX,0.8578979969024658,"108 1253272.500 109 1893649.000 110 1199712.875 111 1261829.250 112 1211985.250 113 1314208.500 114 1211985.250 115 1362749.750 116 1345574.625 117 1207953.500 118 1211985.250 119 1828484.250 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ICMS,HWES,0.7339322566986084,"108 540107.62500 109 523151.65625 110 550971.12500 111 527947.06250 112 572597.81250 113 531409.68750 114 527949.93750 115 534569.50000 116 534569.50000 117 554356.06250 118 527947.06250 119 554277.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do IPVA,SARIMAX,1.0586299896240234,"103 66710.453125 104 21832.998047 105 24410.427734 106 27864.494141 107 23723.099609 108 22361.582031 109 17593.068359 110 17713.511719 111 36601.191406 112 44164.156250 113 1092.074219 114 73994.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Cota-Parte do ITR,Prophet,0.9062838554382324,"59 108.732986 60 96.333267 61 92.950920 62 83.187096 63 112.886734 64 88.766777 65 -23.733549 66 -1826.621338 67 2893.577881 68 3231.763916 69 17.030025 70 -1088.021240 Name: Valor, dtype: float64" Prefeitura Municipal de Alto Alegre - RS,Transferencias LC 61_1989,SES,0.7846453189849854,"48 3736.043213 49 3636.616943 50 3678.696777 51 3614.653076 52 3661.067139 53 3634.326416 54 3654.083008 55 3663.547363 56 3630.282227 57 3657.054443 58 3623.090820 59 3659.601807 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,IPTU,AR,1.3421268463134766,"108 3.085009e+05 109 7.498123e+05 110 3.440630e+06 111 1.294577e+06 112 6.438814e+05 113 6.438814e+05 114 6.320414e+05 115 6.350657e+05 116 6.438814e+05 117 4.104157e+05 118 4.650523e+05 119 4.117232e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,ISS,SARIMAX,0.818023681640625,"108 1735438.375 109 1346573.375 110 1735587.375 111 1735438.375 112 1735438.375 113 1735438.375 114 1735587.375 115 1735438.375 116 1735438.375 117 1735438.375 118 1735587.375 119 1735586.750 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,ITBI,MLP,0.6562056541442871,"108 161615.878306 109 173759.278459 110 156864.530322 111 162564.634277 112 177061.716873 113 158330.705841 114 178247.120539 115 173779.964897 116 164022.424983 117 171288.589394 118 165186.950770 119 173695.322291 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,IRRF,SARIMAX,0.7920997142791748,"108 71182.203125 109 938454.687500 110 688222.750000 111 726929.750000 112 73722.789062 113 688222.750000 114 658103.625000 115 688222.750000 116 726929.750000 117 627147.187500 118 676279.250000 119 938454.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do FPM,HWES,0.765918493270874,"108 3430572.00 109 5681305.50 110 2848783.00 111 3430572.00 112 3575463.50 113 3430572.00 114 5681305.50 115 2848783.00 116 3478466.75 117 2848783.00 118 3575463.50 119 5681305.50 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ICMS,XGBoost,0.8804166316986084,"108 2797810.50 109 2633438.75 110 2783735.50 111 2669335.00 112 2481734.75 113 2642037.00 114 2669011.00 115 2681240.50 116 2681240.50 117 2530687.75 118 2692143.00 119 2533320.50 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do IPVA,AR,1.1936979293823242,"108 1.166366e+06 109 4.564048e+05 110 6.360804e+05 111 1.166366e+06 112 1.156804e+06 113 4.628674e+05 114 4.337669e+05 115 1.592814e+05 116 7.042206e+04 117 6.731559e+04 118 7.341410e+04 119 1.160746e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Cota-Parte do ITR,XGBoost,2.0520572662353516,"101 292.868073 102 246.665527 103 404.123657 104 159.366577 105 1647.629639 106 291.568390 107 289.655518 108 283.478241 109 10297.291016 110 8826.341797 111 123.113739 112 217.503082 Name: Valor, dtype: float64" Prefeitura Municipal de Igrejinha - RS,Transferencias LC 61_1989,SES,0.6696836948394775,"108 27645.638672 109 26533.812500 110 25755.609375 111 27609.013672 112 26621.683594 113 26873.732422 114 26873.732422 115 26621.683594 116 27609.013672 117 23885.089844 118 26788.988281 119 27648.689453 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,IPTU,Prophet,1.451960563659668,"93 27646.992188 94 28614.164062 95 27648.628906 96 27646.992188 97 28691.544922 98 28614.164062 99 26889.287109 100 5098.639160 101 5123.596191 102 25008.166016 103 10616.622070 104 13907.566406 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,ISS,MLP,1.1841750144958496,"96 38496.101105 97 38336.101478 98 41538.238846 99 43878.392323 100 44872.786926 101 44347.334068 102 42405.231002 103 47294.824487 104 45486.190565 105 45371.780094 106 46712.528574 107 48278.784671 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,ITBI,SARIMAX,1.221095323562622,"94 27313.962891 95 16843.156250 96 20212.664062 97 27313.962891 98 20051.068359 99 27927.843750 100 16852.042969 101 20113.494141 102 17747.382812 103 20045.281250 104 17778.806641 105 15738.541992 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,IRRF,XGBoost,1.2414276599884033,"96 95791.789062 97 106152.992188 98 106152.992188 99 103380.531250 100 102830.968750 101 102830.968750 102 100378.210938 103 103380.531250 104 106152.992188 105 102830.968750 106 106152.992188 107 103380.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do FPM,HWES,0.7295818328857422,"108 1.285395e+06 109 1.894191e+06 110 1.048932e+06 111 1.165728e+06 112 1.287188e+06 113 1.337762e+06 114 1.287188e+06 115 1.048932e+06 116 1.048932e+06 117 9.737887e+05 118 1.287188e+06 119 1.894191e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do ICMS,HWES,0.619804859161377,"108 601540.1250 109 587592.8125 110 616946.5625 111 680886.1250 112 671026.8125 113 604616.2500 114 616703.2500 115 639662.2500 116 687220.5625 117 669187.0625 118 606269.4375 119 669150.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do IPVA,SARIMAX,1.0671989917755127,"108 181022.312500 109 32427.554688 110 64024.656250 111 182295.890625 112 63586.398438 113 21948.564453 114 9505.148438 115 7710.079102 116 10323.656250 117 6959.292480 118 6299.641113 119 100790.648438 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Cota-Parte do ITR,XGBoost,1.3447778224945068,"100 59.194721 101 22.974390 102 124.015549 103 18.631540 104 25.957634 105 80.638863 106 25.327227 107 80.638863 108 1528.566040 109 3363.638916 110 67.234207 111 30.084444 Name: Valor, dtype: float64" Prefeitura Municipal de Putinga - RS,Transferencias LC 61_1989,HWES,0.8905429840087891,"96 5659.196289 97 5025.344727 98 5322.416504 99 5333.610352 100 5258.981445 101 5506.921387 102 5794.917480 103 4880.930664 104 4916.130371 105 5071.569824 106 5322.416504 107 5247.838867 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,IPTU,XGBoost,1.0324394702911377,"100 2353.864258 101 5710.417969 102 4795.043945 103 4781.697266 104 4029.542725 105 -91.712631 106 499.331421 107 697.436951 108 -556.766724 109 622.760132 110 -249.257858 111 759.783997 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,ISS,HWES,1.224890947341919,"108 17029.326172 109 13880.800781 110 13972.120117 111 12423.197266 112 13779.555664 113 13787.765625 114 12357.556641 115 12800.421875 116 14042.452148 117 14039.264648 118 12424.660156 119 12968.901367 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,ITBI,AR,1.0839848518371582,"93 4078.693115 94 4072.454834 95 3326.823486 96 2508.308105 97 1787.984863 98 3381.565186 99 4814.598633 100 2961.869629 101 2306.421143 102 3168.903809 103 3002.874023 104 2743.857178 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,IRRF,SARIMAX,0.9967846870422363,"108 30465.968750 109 30429.642578 110 66025.507812 111 66025.507812 112 66025.507812 113 30468.525391 114 30468.525391 115 30388.505859 116 66025.507812 117 66025.507812 118 31964.697266 119 66025.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do FPM,XGBoost,0.7635724544525146,"108 1604774.375 109 1893737.875 110 1231039.000 111 1234283.625 112 1604774.375 113 1604774.375 114 1893768.625 115 1231039.000 116 1231039.000 117 964819.125 118 1604774.375 119 1893737.875 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do ICMS,HWES,0.7612698078155518,"108 391488.93750 109 371634.53125 110 390478.93750 111 396071.43750 112 380739.84375 113 415921.25000 114 416684.12500 115 400490.09375 116 415814.15625 117 418636.75000 118 411538.50000 119 418636.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do IPVA,AR,1.348093032836914,"108 16207.141602 109 7271.144043 110 141400.500000 111 141795.859375 112 141794.671875 113 60780.894531 114 23585.453125 115 141794.671875 116 8966.186523 117 8895.756836 118 8913.621094 119 60459.746094 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Cota-Parte do ITR,XGBoost,1.1842715740203857,"99 84.426414 100 62.604897 101 57.852264 102 63.259361 103 183.653503 104 81.455925 105 46.581894 106 62.641441 107 1088.097290 108 123.965096 109 -0.627676 110 -38.538425 Name: Valor, dtype: float64" Prefeitura Municipal de Mampituba - RS,Transferencias LC 61_1989,HWES,0.8213789463043213,"48 3345.594971 49 2773.052002 50 2962.056396 51 3005.826904 52 2991.616699 53 3476.864502 54 3655.970459 55 3516.876221 56 3511.052490 57 4508.258301 58 3522.723145 59 3705.358154 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,IPTU,SARIMAX,1.45341157913208,"108 3.441376e+06 109 3.441376e+06 110 7.927757e+05 111 6.773644e+05 112 6.773644e+05 113 6.773644e+05 114 6.732376e+05 115 6.773644e+05 116 6.771416e+05 117 6.773644e+05 118 6.771416e+05 119 3.432714e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,ISS,SARIMAX,0.7804946899414062,"108 122583.476562 109 103268.335938 110 104699.085938 111 100201.640625 112 103756.460938 113 111144.757812 114 120933.171875 115 120933.171875 116 120933.171875 117 109386.656250 118 136844.031250 119 109386.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,ITBI,SARIMAX,0.8299593925476074,"108 69396.593750 109 74687.593750 110 76506.039062 111 71895.984375 112 76506.039062 113 68907.101562 114 80028.070312 115 69396.593750 116 85110.000000 117 72597.906250 118 39265.972656 119 47619.925781 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,IRRF,SARIMAX,0.725499153137207,"108 321975.843750 109 321211.125000 110 312128.156250 111 172405.140625 112 310612.031250 113 325634.906250 114 312128.156250 115 321973.937500 116 321973.937500 117 325634.906250 118 321976.000000 119 325634.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do FPM,HWES,0.7316133975982666,"108 2153612.500 109 3156281.500 110 1782372.875 111 1999489.750 112 2153651.750 113 2345798.250 114 2153651.750 115 1782372.875 116 1782372.875 117 1648245.875 118 2153651.750 119 3156281.500 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ICMS,SES,0.750361442565918,"108 -490296.96875 109 -494321.68750 110 -521433.93750 111 -504541.21875 112 -501003.09375 113 -508610.00000 114 -515196.75000 115 -501003.09375 116 -504118.87500 117 -495628.46875 118 -505439.28125 119 -519546.40625 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do IPVA,XGBoost,0.750199556350708,"99 87155.757812 100 31053.332031 101 34494.250000 102 103923.437500 103 67242.281250 104 39590.160156 105 40633.894531 106 20539.843750 107 13365.976562 108 9590.987305 109 16116.987305 110 43695.359375 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Cota-Parte do ITR,XGBoost,0.8963987827301025,"43 0.389296 44 0.389296 45 -10.000343 46 188.481537 47 0.389296 48 0.389296 49 0.389296 50 0.389296 51 212.227203 52 2168.017090 53 166.390366 54 27.993044 Name: Valor, dtype: float64" Prefeitura Municipal de Balneário Pinhal - RS,Transferencias LC 61_1989,HWES,0.902207612991333,"72 5122.832520 73 5760.953613 74 4816.625000 75 4886.130859 76 4927.740234 77 4197.557129 78 4315.710938 79 4921.560059 80 4286.505371 81 4125.741211 82 4816.590332 83 4903.480469 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,IPTU,Prophet,1.1250762939453125,"98 7147.030273 99 7262.000000 100 8733.916016 101 12106.707031 102 90874.265625 103 190454.234375 104 226498.703125 105 226467.265625 106 140409.109375 107 324420.468750 108 324375.156250 109 324345.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,ISS,MLP,1.3000574111938477,"108 81448.818240 109 86419.665100 110 86300.576906 111 76173.002713 112 80405.493097 113 79000.859113 114 79031.589109 115 82166.786904 116 82140.969480 117 79444.882063 118 78264.485408 119 79226.629140 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,ITBI,AR,1.4514498710632324,"108 72407.757812 109 76659.859375 110 89815.460938 111 84527.929688 112 127060.750000 113 121765.257812 114 111697.843750 115 129164.000000 116 158261.078125 117 135094.734375 118 121550.406250 119 135734.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,IRRF,XGBoost,0.8511712551116943,"108 95162.937500 109 132268.187500 110 132268.187500 111 95042.007812 112 95042.007812 113 95042.007812 114 95042.007812 115 132268.187500 116 95042.007812 117 132268.187500 118 132268.187500 119 132268.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do FPM,HWES,0.8489120006561279,"108 1.241639e+06 109 1.896721e+06 110 1.048836e+06 111 1.048208e+06 112 1.244450e+06 113 1.292972e+06 114 1.244256e+06 115 1.048836e+06 116 1.048702e+06 117 9.968966e+05 118 1.244450e+06 119 1.896721e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ICMS,HWES,0.7674269676208496,"108 1.194071e+06 109 7.033054e+05 110 1.032843e+06 111 1.186056e+06 112 1.166747e+06 113 1.194069e+06 114 1.194067e+06 115 1.186056e+06 116 1.186056e+06 117 1.166747e+06 118 1.194071e+06 119 1.166747e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do IPVA,MLP,1.2363901138305664,"108 281999.118025 109 102728.450849 110 97921.760876 111 155562.566555 112 109276.619350 113 63423.643669 114 58882.159405 115 54670.760539 116 56834.428482 117 60889.158749 118 57692.208349 119 275588.652850 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Cota-Parte do ITR,SES,1.4476938247680664,"84 1765.484497 85 714.590759 86 1168.470093 87 2467.223389 88 4066.309814 89 9088.823242 90 -745.132629 91 2467.215088 92 443.413483 93 1909.928101 94 535.127197 95 535.127197 Name: Valor, dtype: float64" Prefeitura Municipal de Campinas do Sul - RS,Transferencias LC 61_1989,HWES,1.135786771774292,"108 9379.061523 109 8694.030273 110 10076.356445 111 11954.654297 112 10118.666016 113 10579.688477 114 10580.543945 115 10118.859375 116 10653.328125 117 9371.929688 118 10076.356445 119 10509.563477 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,IPTU,HWES,1.1204631328582764,"96 1.056442e+05 97 1.947730e+05 98 1.945835e+06 99 1.950904e+06 100 1.958475e+06 101 2.793287e+05 102 2.377168e+05 103 2.377168e+05 104 2.377129e+05 105 2.377144e+05 106 2.377129e+05 107 2.377129e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,ISS,MLP,0.6737191677093506,"96 486088.302589 97 479827.875499 98 487019.194087 99 518066.206649 100 498456.041848 101 525826.772752 102 520105.455306 103 493334.086565 104 522585.099724 105 496738.171664 106 509804.461662 107 523187.412781 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,ITBI,XGBoost,1.4811420440673828,"96 775703.2500 97 646198.3750 98 760417.6875 99 717755.6875 100 698442.3125 101 713516.3750 102 703225.6250 103 691709.8125 104 705556.2500 105 699718.7500 106 761773.1875 107 702649.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,IRRF,MLP,0.7923035621643066,"96 433596.273955 97 469421.991290 98 430773.902768 99 453223.694363 100 477952.357420 101 489708.147922 102 524026.764156 103 478528.871786 104 486806.627858 105 582367.257282 106 532970.325894 107 472492.225243 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do FPM,MLP,0.812917947769165,"96 2.822296e+06 97 3.358603e+06 98 2.635592e+06 99 2.865125e+06 100 3.030735e+06 101 2.949621e+06 102 3.441124e+06 103 2.937814e+06 104 2.850414e+06 105 2.813341e+06 106 3.141106e+06 107 3.976186e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do ICMS,XGBoost,0.6990542411804199,"96 2188681.25 97 2556579.00 98 2553906.75 99 2134509.25 100 2556718.25 101 2134487.00 102 2134487.00 103 2556556.75 104 2200730.25 105 2205509.25 106 2199564.50 107 2553884.25 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Cota-Parte do IPVA,XGBoost,1.1145179271697998,"96 1.513886e+06 97 6.448466e+05 98 6.050896e+05 99 1.307592e+06 100 1.307592e+06 101 5.740292e+05 102 3.539868e+05 103 2.354702e+05 104 1.022092e+05 105 1.022092e+05 106 1.022092e+05 107 1.365171e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoa Vermelha - RS,Transferencias LC 61_1989,MLP,1.3016037940979004,"84 24894.550251 85 25843.652237 86 25305.775027 87 24857.577057 88 23861.423246 89 23655.853760 90 24333.070005 91 23243.808408 92 24593.091392 93 24874.294596 94 23615.847154 95 24489.080418 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,IPTU,XGBoost,1.4009685516357422,"108 245390.343750 109 209978.187500 110 203069.843750 111 209978.187500 112 203069.843750 113 203069.843750 114 693943.250000 115 174360.718750 116 176874.296875 117 190486.515625 118 285781.125000 119 369650.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,ISS,SARIMAX,0.7654874324798584,"108 1171862.375 109 1188209.000 110 1152495.750 111 1156048.625 112 1181252.125 113 1152495.750 114 1156048.625 115 1156048.625 116 1177059.375 117 1181252.125 118 1108226.625 119 1156048.625 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,ITBI,SARIMAX,0.7374832630157471,"108 82497.179688 109 97702.343750 110 95103.617188 111 90037.078125 112 96089.296875 113 96595.625000 114 79404.039062 115 85320.476562 116 97487.867188 117 81661.898438 118 90036.921875 119 97688.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,IRRF,XGBoost,0.731464147567749,"82 804315.1875 83 538348.1875 84 535586.8750 85 535349.1875 86 535566.0625 87 535566.0625 88 535409.2500 89 537305.9375 90 537943.8125 91 537775.1875 92 537775.1875 93 538380.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do FPM,AR,0.8123166561126709,"108 3286143.75 109 3577491.00 110 2988771.25 111 3303560.50 112 3567677.00 113 3584163.75 114 3713152.75 115 3713156.00 116 2988713.00 117 2965459.50 118 2884968.00 119 3567595.25 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ICMS,MLP,1.0856754779815674,"108 2.577365e+06 109 2.607062e+06 110 2.658188e+06 111 2.696680e+06 112 2.704662e+06 113 2.706638e+06 114 2.720829e+06 115 2.703047e+06 116 2.711534e+06 117 2.712625e+06 118 2.704053e+06 119 2.685055e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do IPVA,AR,1.746739387512207,"107 51624.539062 108 277654.125000 109 278798.343750 110 77716.859375 111 75839.031250 112 280328.437500 113 148509.328125 114 324474.343750 115 252186.843750 116 145432.312500 117 145432.312500 118 87591.890625 Name: Valor, dtype: float64" Prefeitura Municipal de Charqueadas - RS,Cota-Parte do ITR,SARIMAX,1.1781291961669922,"93 23478.121094 94 23478.121094 95 19648.013672 96 5094.432617 97 9109.311523 98 6127.027344 99 9478.359375 100 -28.771688 101 8200.416016 102 4894.647949 103 15856.044922 104 18884.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,IPTU,MLP,1.3119144439697266,"108 1.842111e+07 109 3.220421e+06 110 3.473925e+06 111 3.471706e+06 112 3.505416e+06 113 3.562151e+06 114 3.664580e+06 115 3.639182e+06 116 3.184564e+06 117 3.569649e+06 118 3.245619e+06 119 4.767452e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,ISS,MLP,0.8952884674072266,"108 7.817694e+06 109 7.367563e+06 110 7.901039e+06 111 8.034665e+06 112 8.124312e+06 113 8.046330e+06 114 8.095378e+06 115 8.304122e+06 116 8.254384e+06 117 8.756178e+06 118 8.519301e+06 119 9.094128e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,ITBI,SARIMAX,1.8290271759033203,"108 2830387.50 109 3321299.50 110 3814929.50 111 3457056.25 112 3114196.75 113 3115901.75 114 3093248.00 115 3090383.00 116 3114196.75 117 3340671.00 118 3090383.00 119 3814929.50 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,IRRF,MLP,0.8079938888549805,"108 4.590873e+06 109 3.841727e+06 110 4.315639e+06 111 4.545969e+06 112 4.639483e+06 113 4.576413e+06 114 4.659550e+06 115 4.674744e+06 116 4.641391e+06 117 4.668208e+06 118 4.861634e+06 119 6.178613e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do FPM,HWES,0.7991015911102295,"108 11341834.0 109 16457505.0 110 8646109.0 111 9719655.0 112 11341834.0 113 10731891.0 114 11341834.0 115 8956533.0 116 9586999.0 117 8646109.0 118 11341834.0 119 16457505.0 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do ICMS,XGBoost,0.7273473739624023,"108 16722917.0 109 16626565.0 110 17077994.0 111 16788658.0 112 16961178.0 113 17534090.0 114 16487020.0 115 16590958.0 116 16319616.0 117 15714716.0 118 16709021.0 119 15954843.0 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do IPVA,AR,1.1436610221862793,"108 6.657046e+06 109 4.489848e+06 110 5.725904e+06 111 8.946498e+06 112 8.739351e+06 113 4.488699e+06 114 2.606418e+06 115 2.497489e+06 116 9.994144e+05 117 6.832958e+05 118 6.087794e+05 119 5.702706e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Cota-Parte do ITR,SARIMAX,1.37196946144104,"107 11086.431641 108 10619.975586 109 10735.153320 110 11263.138672 111 11749.735352 112 11541.341797 113 11261.827148 114 9412.221680 115 12208.923828 116 80099.726562 117 14077.655273 118 72139.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Gravataí - RS,Transferencias LC 61_1989,SES,0.7922506332397461,"108 160255.296875 109 154557.765625 110 154217.328125 111 154897.265625 112 154572.312500 113 145432.750000 114 158929.718750 115 145421.671875 116 145421.671875 117 154861.750000 118 155054.062500 119 158929.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,IPTU,MLP,0.9788470268249512,"67 5488.357359 68 5458.262587 69 5530.097581 70 5548.921075 71 6303.934180 72 5595.500417 73 5686.782138 74 5635.017951 75 5736.442194 76 5715.069092 77 5991.411057 78 7056.900014 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,ISS,MLP,1.1699256896972656,"108 12134.800321 109 12303.509319 110 12566.714876 111 12679.323187 112 12848.830117 113 12802.675112 114 12763.956931 115 13084.101640 116 13496.761983 117 13751.589641 118 13418.945803 119 13220.725917 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,ITBI,AR,1.0429887771606445,"86 3956.008789 87 3956.008789 88 4214.827148 89 1897.366455 90 2983.745361 91 4442.604492 92 1725.821289 93 5870.853027 94 4442.604492 95 4185.635254 96 4127.179199 97 1899.471558 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,IRRF,MLP,1.2207860946655273,"108 25223.711172 109 55055.124004 110 58312.649960 111 63506.204749 112 74196.850719 113 69439.287543 114 64104.776419 115 75062.937735 116 74467.336575 117 83050.273071 118 81148.510414 119 172063.785858 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do FPM,HWES,0.8221495151519775,"108 1.262005e+06 109 1.893877e+06 110 1.124165e+06 111 1.139656e+06 112 1.264319e+06 113 1.280468e+06 114 1.264319e+06 115 1.124165e+06 116 1.127356e+06 117 9.629106e+05 118 1.264319e+06 119 1.893877e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do ICMS,SES,0.5880391597747803,"108 378278.93750 109 340137.75000 110 341563.84375 111 382374.00000 112 385457.18750 113 379492.31250 114 375218.81250 115 392471.50000 116 392471.50000 117 384241.78125 118 379563.21875 119 384241.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do IPVA,AR,1.9338829517364502,"108 74795.210938 109 38721.859375 110 55643.261719 111 75595.773438 112 68301.203125 113 21515.205078 114 21033.761719 115 8421.362305 116 8421.362305 117 8502.182617 118 5276.239746 119 75499.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Cota-Parte do ITR,XGBoost,0.7740602493286133,"95 1811.111084 96 1541.814819 97 -25.821440 98 1483.329956 99 190.581024 100 -26.045530 101 1483.329956 102 1503.629517 103 1769.925049 104 1773.070435 105 -26.045530 106 204.518509 Name: Valor, dtype: float64" Prefeitura Municipal de Itati - RS,Transferencias LC 61_1989,HWES,0.8845469951629639,"108 3289.732910 109 2923.321289 110 3537.924072 111 3229.126465 112 3451.597656 113 3009.050293 114 3092.329346 115 3091.282715 116 2760.913086 117 3361.746338 118 3339.051025 119 3300.444092 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,IPTU,AR,1.4872784614562988,"108 442604.875000 109 89621.851562 110 89810.757812 111 82446.953125 112 83405.617188 113 82763.750000 114 89810.757812 115 102155.039062 116 82446.953125 117 105881.781250 118 80216.976562 119 99608.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,ISS,XGBoost,0.7513325214385986,"108 111529.179688 109 95493.351562 110 111529.179688 111 100646.507812 112 100646.507812 113 101616.976562 114 101616.976562 115 101616.976562 116 101616.976562 117 101616.976562 118 101616.976562 119 101616.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,ITBI,XGBoost,1.4058194160461426,"105 82953.648438 106 83124.132812 107 81420.656250 108 86243.851562 109 81420.656250 110 83939.289062 111 81822.484375 112 84536.250000 113 81420.656250 114 81420.656250 115 81420.656250 116 81420.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,IRRF,XGBoost,0.8601305484771729,"108 143970.250000 109 132503.765625 110 143970.250000 111 133965.421875 112 132503.765625 113 143970.250000 114 132503.765625 115 128888.296875 116 143970.250000 117 143970.250000 118 128888.296875 119 143970.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do FPM,HWES,0.8349270820617676,"108 1256626.500 109 1893768.625 110 1096804.250 111 1148959.375 112 1258788.500 113 1230129.250 114 1258788.500 115 1096804.250 116 1096804.250 117 945366.000 118 1258788.500 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do ICMS,HWES,0.7830357551574707,"108 518301.62500 109 504906.93750 110 487197.46875 111 548358.25000 112 545503.43750 113 390854.90625 114 548358.25000 115 542027.87500 116 542027.87500 117 545503.43750 118 507164.00000 119 545503.43750 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do IPVA,SARIMAX,1.2022347450256348,"108 194625.812500 109 120567.453125 110 174519.875000 111 188856.703125 112 192011.109375 113 188856.703125 114 84180.039062 115 59693.519531 116 27185.164062 117 45252.964844 118 27456.988281 119 200846.468750 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Cota-Parte do ITR,XGBoost,1.0206310749053955,"89 26.748463 90 26.842501 91 62.865772 92 113.322830 93 33.799324 94 13.223392 95 46.262051 96 357.689148 97 148.346771 98 438.897522 99 -181.909668 100 223.457077 Name: Valor, dtype: float64" Prefeitura Municipal de Araricá - RS,Transferencias LC 61_1989,XGBoost,1.0077550411224365,"108 4470.537598 109 3856.651611 110 4495.849121 111 4929.254883 112 4727.039062 113 5007.549316 114 5103.729980 115 5369.394531 116 5215.368164 117 4920.843262 118 4647.543457 119 4973.578613 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,IPTU,HWES,1.3183252811431885,"86 2126.821777 87 1454.249268 88 292373.375000 89 182968.015625 90 105574.789062 91 109437.062500 92 107618.906250 93 107618.062500 94 108113.359375 95 126192.195312 96 127759.695312 97 114343.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,ISS,MLP,0.7375690937042236,"96 35408.141396 97 40210.850518 98 39747.582226 99 37191.942584 100 36886.934763 101 38298.265506 102 38321.320487 103 37127.449681 104 38225.141452 105 37570.504203 106 38210.422030 107 40306.023900 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,ITBI,AR,0.8096463680267334,"96 714.188965 97 16606.341797 98 48350.562500 99 411.001160 100 7963.200684 101 9681.711914 102 7257.839355 103 4871.227539 104 16945.519531 105 7511.800781 106 16190.703125 107 6339.787109 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,IRRF,SARIMAX,1.105541467666626,"96 128817.929688 97 128817.929688 98 128817.929688 99 128817.929688 100 128817.929688 101 128817.929688 102 128817.929688 103 128817.929688 104 128817.929688 105 128817.929688 106 128817.929688 107 128817.929688 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do FPM,AR,0.8591914176940918,"96 1302056.750 97 1894279.500 98 1111444.875 99 1157436.000 100 1303223.750 101 1275279.750 102 1303223.750 103 1111444.875 104 1112114.500 105 953918.750 106 1303223.750 107 1894279.500 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do ICMS,HWES,0.7671172618865967,"96 652957.6250 97 621561.0000 98 659507.0625 99 712876.5625 100 756698.2500 101 677920.0625 102 712876.5625 103 729294.5000 104 729294.5000 105 745350.6250 106 676474.3750 107 745350.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do IPVA,SARIMAX,1.0663814544677734,"96 173380.656250 97 35525.062500 98 46818.132812 99 157037.578125 100 83033.085938 101 17937.628906 102 13645.940430 103 8657.389648 104 6358.888672 105 4116.642090 106 1258.244141 107 173380.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Cota-Parte do ITR,AR,1.6181542873382568,"88 1440.720337 89 1524.736206 90 1397.546021 91 1439.059937 92 1466.304565 93 1438.796265 94 1431.050781 95 1333.542480 96 10657.005859 97 9979.166992 98 1749.844482 99 1683.259155 Name: Valor, dtype: float64" Prefeitura Municipal de Viadutos - RS,Transferencias LC 61_1989,HWES,0.9581937789916992,"96 5953.374512 97 5543.223633 98 6026.457520 99 5582.243652 100 5606.091309 101 5124.642090 102 5583.926758 103 5596.586914 104 5075.271484 105 6722.088379 106 6026.457520 107 5489.760254 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,IPTU,SARIMAX,0.8559269905090332,"108 102319.953125 109 102325.046875 110 113825.929688 111 151036.703125 112 606577.187500 113 188275.656250 114 150289.875000 115 153001.625000 116 107079.085938 117 122091.460938 118 109686.523438 119 151031.406250 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,ISS,HWES,0.808617353439331,"108 283285.43750 109 261149.31250 110 283285.34375 111 283285.34375 112 289246.84375 113 289246.84375 114 289246.84375 115 289246.84375 116 289246.84375 117 289246.84375 118 289246.84375 119 289246.84375 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,ITBI,MLP,0.8004152774810791,"108 58524.036888 109 50189.147833 110 65649.972989 111 65901.974487 112 57988.822615 113 62190.207104 114 57199.165425 115 63588.951712 116 54676.736121 117 66800.032856 118 54103.370316 119 53152.825674 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,IRRF,SARIMAX,0.9313523769378662,"108 84324.140625 109 84366.109375 110 98672.273438 111 128159.070312 112 125264.289062 113 125263.171875 114 124784.046875 115 124784.046875 116 125264.289062 117 125264.289062 118 125263.171875 119 125264.289062 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do FPM,SARIMAX,0.794043779373169,"106 1894698.750 107 1920512.750 108 1916792.750 109 1920512.750 110 1915853.375 111 1916705.000 112 1916640.500 113 1920512.750 114 1858328.375 115 1915851.500 116 1878929.250 117 1920512.750 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do ICMS,MLP,0.7865383625030518,"106 340148.995860 107 325475.497835 108 334038.107265 109 364725.543788 110 349550.916223 111 355932.708499 112 370433.108346 113 375308.722910 114 432760.261767 115 400664.053600 116 324056.514431 117 396484.051692 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do IPVA,SES,0.8409035205841064,"105 83270.796875 106 83046.140625 107 79171.140625 108 79171.140625 109 82243.343750 110 83132.398438 111 41550.062500 112 22029.150391 113 46776.722656 114 48230.769531 115 45569.636719 116 82243.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Cota-Parte do ITR,XGBoost,1.818769931793213,"98 13590.298828 99 33901.359375 100 13110.061523 101 12862.495117 102 13081.796875 103 43926.199219 104 43926.199219 105 13525.163086 106 13077.399414 107 13590.298828 108 13304.781250 109 13370.049805 Name: Valor, dtype: float64" Prefeitura Municipal de Itaara - RS,Transferencias LC 61_1989,SES,1.6823256015777588,"105 3278.326416 106 5244.810547 107 4738.165039 108 4605.461426 109 3280.321777 110 3328.507324 111 3207.783203 112 4640.848633 113 4578.684570 114 18896.699219 115 4738.165039 116 4578.684570 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,IPTU,SARIMAX,1.091662883758545,"91 972.940186 92 972.947876 93 9266.308594 94 31603.042969 95 122327.562500 96 8347.119141 97 3397.016357 98 5369.997559 99 5369.997559 100 -188.292969 101 557.204590 102 557.204590 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,ISS,SARIMAX,0.6697075366973877,"96 272977.40625 97 272831.93750 98 272831.93750 99 272977.40625 100 273554.65625 101 273554.65625 102 273554.65625 103 271284.37500 104 272831.93750 105 273554.65625 106 273554.65625 107 273554.65625 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,ITBI,XGBoost,1.9254796504974365,"89 102947.015625 90 97366.304688 91 92277.320312 92 76441.953125 93 94849.507812 94 97773.023438 95 97773.562500 96 97366.304688 97 93459.656250 98 97366.304688 99 102903.531250 100 97366.304688 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,IRRF,SES,0.726285457611084,"96 6153.079590 97 10370.215820 98 9065.937500 99 8833.464844 100 10595.193359 101 10964.873047 102 11576.883789 103 11074.713867 104 11074.713867 105 11074.713867 106 11074.713867 107 11074.713867 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do FPM,XGBoost,0.7608489990234375,"89 1798528.625 90 1804103.375 91 1811506.125 92 1774541.375 93 1804110.875 94 1811506.125 95 1804287.000 96 1798952.875 97 1811506.125 98 1811506.125 99 1798952.875 100 1798952.875 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do ICMS,XGBoost,0.796379566192627,"89 828082.7500 90 837152.6875 91 837152.6875 92 828082.7500 93 828082.7500 94 837152.6875 95 837152.6875 96 828082.7500 97 828082.7500 98 828082.7500 99 828082.7500 100 837152.6875 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Cota-Parte do IPVA,XGBoost,1.2121527194976807,"89 27758.611328 90 21866.957031 91 25620.802734 92 28590.519531 93 24422.070312 94 22046.402344 95 40761.093750 96 74893.164062 97 25136.001953 98 21605.324219 99 21739.880859 100 40859.468750 Name: Valor, dtype: float64" Prefeitura Municipal de São José dos Ausentes - RS,Transferencias LC 61_1989,MLP,0.8235635757446289,"59 6447.217155 60 5645.794937 61 5732.999743 62 5729.402207 63 5731.101675 64 5701.704470 65 5662.008326 66 6615.333240 67 6667.924623 68 6741.406551 69 6375.148255 70 6617.687835 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,IPTU,AR,0.952991247177124,"98 2490.924561 99 4079.833740 100 2921.532227 101 12165.236328 102 32250.314453 103 13406.085938 104 2902.297852 105 7445.279785 106 2902.297852 107 3014.611328 108 3185.996826 109 13383.799805 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,ISS,XGBoost,1.302605390548706,"108 10756.206055 109 9814.278320 110 15105.491211 111 12583.654297 112 10635.982422 113 15093.903320 114 15041.387695 115 15093.903320 116 12034.650391 117 15111.280273 118 15111.280273 119 15092.951172 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,ITBI,XGBoost,1.0699048042297363,"102 4389.962402 103 4598.734863 104 1978.829224 105 6787.937500 106 4304.602051 107 5602.634277 108 2170.210693 109 5466.485840 110 3445.009277 111 4327.137207 112 4359.734375 113 7967.661133 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,IRRF,XGBoost,1.8163456916809082,"107 57231.125000 108 57231.125000 109 59375.910156 110 59375.910156 111 59375.910156 112 59375.910156 113 57231.125000 114 59375.910156 115 59375.910156 116 59375.910156 117 59375.910156 118 111023.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do FPM,HWES,0.8552272319793701,"108 1.536683e+06 109 1.893900e+06 110 1.104701e+06 111 1.124398e+06 112 1.536259e+06 113 1.342639e+06 114 1.536259e+06 115 1.104701e+06 116 1.106326e+06 117 8.298867e+05 118 1.893900e+06 119 1.893900e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ICMS,HWES,0.8089926242828369,"108 467857.81250 109 419184.93750 110 419199.09375 111 457536.34375 112 466988.31250 113 446582.75000 114 447710.40625 115 457536.34375 116 457536.34375 117 465927.71875 118 445982.00000 119 465927.71875 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do IPVA,HWES,1.2085528373718262,"107 34885.445312 108 21935.197266 109 33226.464844 110 34725.226562 111 24675.390625 112 18667.398438 113 17907.992188 114 17907.992188 115 1894.575562 116 5877.510254 117 5539.778809 118 58014.144531 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Cota-Parte do ITR,SARIMAX,1.051469326019287,"87 17.531582 88 17.531582 89 31.334948 90 83.852669 91 87.353607 92 87.353607 93 1184.291260 94 2196.531494 95 2466.700684 96 2496.367188 97 2318.500000 98 1129.485596 Name: Valor, dtype: float64" Prefeitura Municipal de Ubiretama - RS,Transferencias LC 61_1989,SES,0.8466804027557373,"107 3735.438232 108 3855.283936 109 3855.629639 110 3946.865723 111 4012.978027 112 3773.555908 113 3861.181885 114 3939.238770 115 3937.490234 116 3891.937988 117 4118.405762 118 3881.553467 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,IPTU,SARIMAX,0.93825364112854,"96 3637.431641 97 3596.483643 98 3569.284912 99 3219.658936 100 4704.050293 101 33720.621094 102 4737.929688 103 4390.347168 104 4433.960938 105 3219.658936 106 4433.434570 107 4661.036621 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,ISS,MLP,1.0564801692962646,"108 10196.437015 109 9954.077488 110 10368.767351 111 10693.745746 112 12349.340086 113 11461.900588 114 10936.230131 115 10996.922870 116 10866.804834 117 10897.446895 118 11050.423037 119 12642.306145 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,ITBI,MLP,1.0865697860717773,"87 4030.306966 88 3535.621967 89 2491.683733 90 3394.327871 91 1918.814693 92 2412.995079 93 4151.750069 94 2764.288572 95 5443.655670 96 5369.198698 97 3322.459936 98 4025.801235 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,IRRF,Prophet,0.8193953037261963,"97 69556.718750 98 70529.804688 99 70063.046875 100 70071.382812 101 70071.382812 102 70071.382812 103 70071.382812 104 70071.382812 105 70063.046875 106 70071.382812 107 70071.382812 108 70071.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do FPM,HWES,0.7938578128814697,"108 1233033.250 109 1893770.625 110 1045960.500 111 1164516.750 112 1217733.750 113 1278838.375 114 1263792.000 115 1043131.875 116 1043134.000 117 982443.625 118 1217733.750 119 1893770.625 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ICMS,HWES,0.8218882083892822,"108 415523.15625 109 400269.40625 110 409743.87500 111 411043.31250 112 431488.34375 113 413487.62500 114 423676.34375 115 425237.12500 116 424229.50000 117 419771.12500 118 431488.34375 119 419771.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do IPVA,AR,1.2898235321044922,"107 36838.585938 108 30635.724609 109 37936.429688 110 48992.066406 111 21199.011719 112 2512.009766 113 2435.815186 114 2659.413086 115 2702.614014 116 2648.976562 117 2743.670166 118 29403.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Cota-Parte do ITR,AR,1.2236275672912598,"69 586.042603 70 530.328918 71 102.348557 72 190.171173 73 584.070862 74 237.485764 75 436.870117 76 467.913483 77 560.611816 78 585.492676 79 412.593079 80 24.800488 Name: Valor, dtype: float64" Prefeitura Municipal de Carlos Gomes - RS,Transferencias LC 61_1989,HWES,1.1837561130523682,"108 2747.094971 109 2357.774902 110 2636.303467 111 2766.776611 112 2707.952148 113 2835.659668 114 2438.018066 115 2814.711182 116 2746.887939 117 3098.635498 118 2656.729980 119 2826.401123 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,IPTU,AR,1.3180592060089111,"108 4788307.000 109 1093498.875 110 1143883.875 111 866583.000 112 1131830.500 113 897010.250 114 1050214.500 115 1050212.000 116 836381.000 117 1050212.000 118 859198.250 119 897271.875 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,ISS,XGBoost,0.8705720901489258,"108 167008.875000 109 179819.296875 110 174701.093750 111 177819.265625 112 172244.734375 113 166065.109375 114 176017.453125 115 167008.875000 116 173329.468750 117 174701.093750 118 174701.093750 119 167008.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,ITBI,SES,0.7892262935638428,"108 159395.468750 109 159056.640625 110 159625.265625 111 159213.125000 112 159614.203125 113 159882.734375 114 193221.234375 115 160415.234375 116 159549.718750 117 190273.437500 118 183446.078125 119 201442.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,IRRF,XGBoost,0.8423268795013428,"107 379812.21875 108 369953.87500 109 400419.81250 110 400419.53125 111 400419.53125 112 400436.68750 113 382429.87500 114 399567.93750 115 382429.87500 116 400436.68750 117 400436.68750 118 400436.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do FPM,SARIMAX,0.798469066619873,"108 2380632.75 109 3787538.00 110 2029340.25 111 2057469.50 112 2513486.75 113 2341100.25 114 3787538.00 115 2380633.00 116 2513486.75 117 2114992.00 118 2802405.50 119 3787538.00 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do ICMS,HWES,0.8042659759521484,"108 859437.1250 109 843792.0000 110 848414.6250 111 848264.0625 112 877689.6250 113 852097.6250 114 859824.5625 115 869129.5000 116 869129.5000 117 869129.5000 118 865393.1250 119 865393.1250 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do IPVA,XGBoost,0.8247840404510498,"99 184383.437500 100 191836.250000 101 184383.437500 102 184357.593750 103 184363.734375 104 188886.250000 105 192014.171875 106 192224.859375 107 192144.359375 108 194054.421875 109 193805.734375 110 180804.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Cota-Parte do ITR,XGBoost,1.284425973892212,"77 4583.079102 78 6229.329102 79 3617.288330 80 4760.909180 81 3606.429443 82 4709.227539 83 4705.216309 84 4709.227539 85 3341.409668 86 33739.839844 87 940.281067 88 940.281067 Name: Valor, dtype: float64" Prefeitura Municipal de Cidreira - RS,Transferencias LC 61_1989,MLP,1.3039429187774658,"95 5536.872756 96 5521.148067 97 5633.602009 98 5692.675431 99 5723.924676 100 5764.314551 101 5772.273360 102 5790.957235 103 5850.937014 104 5855.650773 105 5785.627544 106 5789.310407 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,IPTU,XGBoost,0.9577345848083496,"67 73081.671875 68 76533.656250 69 557220.375000 70 556034.500000 71 555284.000000 72 552459.750000 73 554495.937500 74 555284.000000 75 558425.187500 76 560790.875000 77 558441.937500 78 553506.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,ISS,SARIMAX,0.8680524826049805,"92 72195.320312 93 72386.640625 94 72607.843750 95 72565.281250 96 72579.671875 97 72607.843750 98 72579.664062 99 72579.664062 100 72607.843750 101 72579.664062 102 72579.671875 103 72195.320312 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,ITBI,MLP,1.311849594116211,"90 2.449875e+05 91 3.157381e+05 92 4.133305e+05 93 5.372523e+05 94 7.267684e+05 95 9.774505e+05 96 1.279720e+06 97 1.709692e+06 98 2.293203e+06 99 3.073313e+06 100 3.683589e+06 101 5.201077e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,IRRF,XGBoost,0.864689826965332,"92 155643.140625 93 155382.609375 94 155693.796875 95 155693.796875 96 155693.796875 97 155693.796875 98 155693.796875 99 155682.328125 100 155693.796875 101 155643.140625 102 155693.796875 103 155643.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do FPM,HWES,0.8690273761749268,"92 1.293660e+06 93 1.893774e+06 94 1.091215e+06 95 1.135675e+06 96 1.389025e+06 97 1.293532e+06 98 1.389037e+06 99 1.091215e+06 100 1.091477e+06 101 9.833518e+05 102 1.389025e+06 103 1.893774e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ICMS,SARIMAX,0.6929154396057129,"92 772236.187500 93 768346.125000 94 765656.375000 95 785126.812500 96 785570.250000 97 777323.875000 98 777332.875000 99 785126.812500 100 785126.812500 101 372208.500000 102 777414.687500 103 185063.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do IPVA,XGBoost,0.5296053886413574,"92 168448.296875 93 79015.781250 94 91660.578125 95 168448.296875 96 170643.250000 97 38119.453125 98 14835.020508 99 22942.115234 100 21759.927734 101 11896.290039 102 11896.290039 103 174275.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Cota-Parte do ITR,XGBoost,0.9728982448577881,"67 157.240540 68 70.065842 69 7.049415 70 41.651478 71 7.049415 72 191.550827 73 4.564500 74 141.533249 75 19.504595 76 24.409210 77 41.695522 78 702.533508 Name: Valor, dtype: float64" Prefeitura Municipal de Lindolfo Collor - RS,Transferencias LC 61_1989,Prophet,1.089792251586914,"92 11526.166016 93 12195.308594 94 11949.079102 95 12069.224609 96 11981.591797 97 12277.546875 98 12275.858398 99 11985.792969 100 11999.200195 101 11983.025391 102 11949.079102 103 11863.736328 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,IPTU,HWES,0.8817596435546875,"108 74908.87500 109 314084.50000 110 361674.50000 111 361723.75000 112 361674.50000 113 325911.43750 114 313697.00000 115 325920.62500 116 325920.62500 117 303373.28125 118 303549.81250 119 303577.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,ISS,SARIMAX,0.8472707271575928,"108 83713.710938 109 88648.742188 110 85119.078125 111 88648.742188 112 85119.078125 113 88648.742188 114 84053.000000 115 88648.742188 116 88648.742188 117 83601.632812 118 88648.742188 119 88648.742188 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,ITBI,XGBoost,1.677168846130371,"108 18625.037109 109 25779.738281 110 26757.832031 111 23831.060547 112 21701.464844 113 30510.931641 114 21535.099609 115 26306.765625 116 30596.312500 117 21701.464844 118 25391.935547 119 13988.955078 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,IRRF,XGBoost,1.1605305671691895,"106 112055.679688 107 112055.679688 108 112055.679688 109 112055.679688 110 112055.679688 111 112055.679688 112 112055.679688 113 112055.679688 114 112055.679688 115 112055.679688 116 112055.679688 117 112055.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do FPM,HWES,0.8394794464111328,"108 1269296.000 109 1893768.625 110 1065762.750 111 1181084.375 112 1269296.250 113 1271303.875 114 1269296.250 115 1065762.750 116 1065762.750 117 1020923.625 118 1269296.250 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do ICMS,HWES,0.717414379119873,"108 684701.2500 109 622036.5000 110 624530.8750 111 678190.8125 112 721850.1875 113 678082.3125 114 677869.3750 115 678190.8125 116 678190.8125 117 678190.8125 118 721850.1875 119 697835.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do IPVA,AR,0.8279068470001221,"108 157294.859375 109 133614.078125 110 178806.781250 111 157307.937500 112 178806.781250 113 81083.281250 114 56101.816406 115 56101.816406 116 22065.414062 117 17233.769531 118 17233.769531 119 154323.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Cota-Parte do ITR,AR,1.0768365859985352,"88 460.991058 89 462.938354 90 562.663513 91 1119.109253 92 1000.162903 93 1131.045288 94 1099.515015 95 1099.515015 96 1691.017090 97 1681.235107 98 1008.090881 99 1012.446594 Name: Valor, dtype: float64" Prefeitura Municipal de Iraí - RS,Transferencias LC 61_1989,SARIMAX,0.8897559642791748,"48 6097.973145 49 5919.136230 50 5933.036621 51 5672.008301 52 5486.943359 53 5653.142578 54 5653.747070 55 5512.488281 56 5698.193359 57 6023.082031 58 5653.142578 59 6035.036133 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,IPTU,XGBoost,1.216733455657959,"101 985.755066 102 1055.656982 103 1211.644043 104 1708.893066 105 133154.812500 106 75659.304688 107 2977.228516 108 2086.391357 109 1097.416870 110 1097.416870 111 313.178040 112 743.739197 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,ISS,SES,0.9432883262634277,"108 21550.425781 109 25195.548828 110 23187.355469 111 25189.810547 112 23314.068359 113 23611.029297 114 24579.453125 115 23187.355469 116 24866.650391 117 23611.029297 118 24160.546875 119 25425.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,ITBI,MLP,1.4521188735961914,"102 20654.222390 103 16150.590578 104 14790.647058 105 15267.786330 106 15993.183722 107 20640.026900 108 14796.732947 109 15047.861256 110 15619.437666 111 16994.294063 112 16411.969474 113 18222.484673 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,IRRF,Prophet,1.2889418601989746,"104 45211.468750 105 48641.070312 106 48641.070312 107 44084.187500 108 48453.441406 109 48641.070312 110 44330.656250 111 44330.656250 112 44330.656250 113 48641.070312 114 45060.441406 115 48641.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do FPM,HWES,0.8180689811706543,"108 1.290920e+06 109 1.893770e+06 110 9.807313e+05 111 1.206690e+06 112 1.074782e+06 113 1.491783e+06 114 1.291216e+06 115 9.807313e+05 116 1.038196e+06 117 9.811678e+05 118 1.291216e+06 119 1.893770e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do ICMS,HWES,0.798473596572876,"108 524026.34375 109 515429.03125 110 486681.78125 111 502904.78125 112 504744.37500 113 495241.00000 114 823254.87500 115 825094.43750 116 825094.43750 117 817201.68750 118 818134.75000 119 817201.68750 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do IPVA,MLP,1.2602171897888184,"107 169810.617474 108 42182.315678 109 55521.968346 110 78496.759504 111 66593.102019 112 35665.826896 113 36204.051748 114 32050.233967 115 32101.539690 116 33671.400465 117 34790.177344 118 369282.068735 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Cota-Parte do ITR,AR,1.013155221939087,"74 17.954084 75 110.096497 76 128.606583 77 86.713821 78 -36.765717 79 697.782715 80 413.202484 81 -30.325830 82 -31.777758 83 -44.163746 84 132.344528 85 -112.413773 Name: Valor, dtype: float64" Prefeitura Municipal de Centenário - RS,Transferencias LC 61_1989,XGBoost,0.745976448059082,"48 3867.589600 49 4037.794189 50 3955.177734 51 3871.624268 52 4194.562988 53 4194.562988 54 4194.562988 55 4194.562988 56 3804.378174 57 3803.043701 58 4194.562988 59 4211.907715 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,IPTU,MLP,1.267465353012085,"69 -9629.464309 70 -11983.526270 71 -14582.403346 72 -17174.151978 73 -20441.571243 74 -24778.589073 75 -29376.919894 76 -34815.302110 77 -41284.299145 78 -48934.762563 79 -58001.193250 80 -68735.563274 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,ISS,HWES,1.366136074066162,"88 50413.953125 89 50413.953125 90 42158.281250 91 44156.429688 92 50630.375000 93 44436.726562 94 50630.375000 95 50630.375000 96 52348.882812 97 50630.375000 98 44436.726562 99 50630.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,ITBI,SARIMAX,1.0054535865783691,"76 16870.380859 77 15342.297852 78 15975.080078 79 16767.287109 80 16032.375977 81 16659.675781 82 19190.539062 83 16032.390625 84 16032.375977 85 16032.375977 86 16032.390625 87 15101.357422 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,IRRF,Prophet,1.2279012203216553,"88 52742.187500 89 52742.187500 90 52742.187500 91 52742.187500 92 52742.187500 93 52731.324219 94 52752.738281 95 52731.324219 96 52752.738281 97 52731.324219 98 52731.324219 99 52560.851562 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do FPM,SARIMAX,0.7502272129058838,"88 1725216.875 89 1811506.375 90 1133103.000 91 1725216.875 92 1730920.375 93 1725216.875 94 1811506.375 95 1725216.875 96 1230295.125 97 1207239.875 98 1811376.625 99 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ICMS,XGBoost,0.6161484718322754,"88 373653.00000 89 414122.84375 90 415342.34375 91 406132.15625 92 416092.62500 93 419505.84375 94 406132.15625 95 414122.84375 96 406132.15625 97 359543.09375 98 359543.09375 99 415447.15625 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do IPVA,MLP,1.302727460861206,"87 81080.934366 88 20223.467719 89 30739.106130 90 52479.216680 91 51487.344484 92 21013.199407 93 17262.677728 94 19218.867578 95 16198.190061 96 19719.959829 97 17467.998260 98 114163.140684 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Cota-Parte do ITR,SARIMAX,0.9687004089355469,"66 599.548767 67 599.548767 68 20.575905 69 724.206055 70 599.548767 71 1199.872925 72 1093.074219 73 699.513672 74 585.472534 75 585.472534 76 9.217650 77 1093.074219 Name: Valor, dtype: float64" Prefeitura Municipal de Ponte Preta - RS,Transferencias LC 61_1989,XGBoost,1.5976073741912842,"88 4191.911133 89 4423.644043 90 4281.045898 91 4195.439941 92 3907.899414 93 3989.481201 94 4316.894531 95 3839.891846 96 4240.762695 97 4168.149414 98 3904.353516 99 4098.636230 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,IPTU,AR,1.101274013519287,"88 26493.019531 89 19590.943359 90 19522.232422 91 18853.669922 92 19957.216797 93 26035.482422 94 26445.093750 95 26388.611328 96 25579.595703 97 24746.291016 98 26421.205078 99 26421.208984 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,ISS,MLP,1.4487266540527344,"108 35926.005635 109 40248.308719 110 39327.823406 111 41579.540500 112 41524.137920 113 47947.064207 114 44905.156826 115 42217.283554 116 43338.467044 117 44230.524743 118 49289.191488 119 48829.766160 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,ITBI,SES,1.0408122539520264,"97 16581.671875 98 16008.898438 99 16035.999023 100 15853.353516 101 16674.671875 102 15853.353516 103 15995.919922 104 15714.710938 105 15995.938477 106 15882.422852 107 16008.898438 108 15853.353516 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,IRRF,Prophet,0.7955396175384521,"108 54140.035156 109 51309.550781 110 106942.429688 111 51309.550781 112 51293.593750 113 51293.593750 114 51389.117188 115 51293.593750 116 51389.148438 117 51309.550781 118 51309.550781 119 110301.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do FPM,HWES,1.0077321529388428,"108 1.241512e+06 109 1.894164e+06 110 1.137478e+06 111 1.150455e+06 112 1.243494e+06 113 1.251032e+06 114 1.243494e+06 115 1.137478e+06 116 1.137498e+06 117 9.632147e+05 118 1.243494e+06 119 1.894164e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ICMS,HWES,0.8983321189880371,"108 358588.53125 109 283792.40625 110 304861.53125 111 343899.31250 112 393456.06250 113 386459.81250 114 380544.40625 115 380337.93750 116 380337.93750 117 376213.87500 118 368969.31250 119 376213.87500 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do IPVA,AR,1.4441142082214355,"108 82850.007812 109 90508.796875 110 60208.273438 111 82763.046875 112 66251.265625 113 51939.054688 114 32476.095703 115 28786.359375 116 30707.056641 117 28417.208984 118 27954.349609 119 78322.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Cota-Parte do ITR,AR,1.1179959774017334,"94 5807.546875 95 5930.050293 96 5902.193848 97 5866.557129 98 5895.991699 99 5836.682129 100 5850.344727 101 5874.660156 102 5937.728516 103 5835.013184 104 5854.779785 105 5897.139160 Name: Valor, dtype: float64" Prefeitura Municipal de Três Forquilhas - RS,Transferencias LC 61_1989,HWES,0.8794174194335938,"108 3470.951416 109 3098.611572 110 3220.879150 111 3423.496582 112 3563.889648 113 3771.984375 114 3739.004150 115 3337.993896 116 3722.779053 117 3042.016602 118 3284.059326 119 3616.155029 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,IPTU,HWES,1.0899577140808105,"88 200.840424 89 10.433063 90 130.196182 91 1408.260620 92 321.541992 93 92.150978 94 183.850754 95 78.036789 96 75.865654 97 52.074375 98 71.303093 99 267.248627 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,ISS,XGBoost,0.9936878681182861,"107 9316.208008 108 10259.401367 109 10029.363281 110 9575.482422 111 10125.376953 112 10054.061523 113 9768.491211 114 9483.628906 115 10008.567383 116 10008.567383 117 9883.612305 118 10170.118164 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,ITBI,XGBoost,1.1571331024169922,"94 11591.339844 95 12366.646484 96 9038.220703 97 8430.298828 98 13046.688477 99 8424.121094 100 8632.005859 101 2632.363770 102 3379.906250 103 7371.528809 104 12471.355469 105 8839.380859 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,IRRF,XGBoost,1.4647059440612793,"101 58015.773438 102 58119.804688 103 58642.679688 104 58642.679688 105 58642.679688 106 58119.804688 107 58409.488281 108 58119.804688 109 58402.156250 110 58642.679688 111 58107.515625 112 58642.679688 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do FPM,HWES,0.8613541126251221,"108 1.308332e+06 109 1.893976e+06 110 1.069927e+06 111 1.208923e+06 112 1.308540e+06 113 1.399645e+06 114 1.308540e+06 115 1.069927e+06 116 1.069927e+06 117 9.987733e+05 118 1.308540e+06 119 1.893976e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ICMS,HWES,0.8766112327575684,"108 298019.93750 109 241651.46875 110 281976.28125 111 295616.87500 112 316329.81250 113 298831.50000 114 276249.50000 115 341328.28125 116 341285.15625 117 320666.93750 118 297676.03125 119 320742.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do IPVA,SARIMAX,1.9462532997131348,"107 59524.593750 108 20440.373047 109 32711.113281 110 22441.310547 111 22809.660156 112 22809.660156 113 44335.980469 114 44335.980469 115 44150.304688 116 44133.597656 117 44349.597656 118 20383.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Cota-Parte do ITR,XGBoost,0.9844882488250732,"60 41.658195 61 485.748169 62 16.599279 63 22.647011 64 64.114464 65 155.437988 66 582.684265 67 37.450230 68 69.542503 69 410.098938 70 40.109562 71 240.518417 Name: Valor, dtype: float64" Prefeitura Municipal de Benjamin Constant do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9736897945404053,"60 17578.779297 61 17578.658203 62 17579.478516 63 17576.250000 64 17548.578125 65 17548.578125 66 17600.957031 67 17548.578125 68 17605.343750 69 17576.425781 70 17548.578125 71 17575.691406 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,IPTU,SARIMAX,1.2539949417114258,"104 1.218190e+06 105 8.206109e+05 106 4.968188e+06 107 8.206109e+05 108 8.206109e+05 109 8.206109e+05 110 8.206109e+05 111 8.206109e+05 112 8.206109e+05 113 8.206109e+05 114 8.206109e+05 115 7.161582e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,ISS,HWES,0.6954174041748047,"104 642235.1250 105 644276.5000 106 647932.5625 107 647932.5625 108 647932.5625 109 641530.3125 110 641584.2500 111 647932.5625 112 640770.8125 113 647932.5625 114 647932.5625 115 647932.5625 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,ITBI,XGBoost,0.8267090320587158,"104 268526.593750 105 255293.984375 106 209914.234375 107 205856.015625 108 213125.796875 109 258806.531250 110 247572.390625 111 234431.765625 112 222671.687500 113 197581.500000 114 222671.687500 115 222671.687500 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,IRRF,XGBoost,0.8287935256958008,"104 1172597.875 105 1172597.875 106 1172373.750 107 1172597.875 108 1172597.875 109 1172597.875 110 1172597.875 111 1172597.875 112 1172597.875 113 1172597.875 114 1172597.875 115 1169513.500 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do FPM,MLP,0.7976877689361572,"104 4.183147e+06 105 5.055123e+06 106 3.932958e+06 107 4.214450e+06 108 4.461351e+06 109 4.329980e+06 110 4.997702e+06 111 4.046144e+06 112 4.113216e+06 113 4.016698e+06 114 4.556195e+06 115 5.865168e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ICMS,SES,0.6602656841278076,"104 3902398.75 105 3802625.00 106 3820171.75 107 3793415.50 108 3813207.75 109 3847969.25 110 3793388.00 111 3813269.50 112 3802659.75 113 3829112.75 114 3802944.50 115 3829112.75 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do IPVA,MLP,1.1829023361206055,"104 1.571195e+06 105 5.610847e+05 106 7.072249e+05 107 1.254061e+06 108 1.096167e+06 109 4.759657e+05 110 4.020993e+05 111 3.105584e+05 112 2.928435e+05 113 2.778445e+05 114 2.654152e+05 115 1.396076e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Cota-Parte do ITR,MLP,1.4977638721466064,"99 121776.366390 100 88565.643580 101 101822.024864 102 105508.974700 103 106578.624013 104 118708.306644 105 133100.825702 106 152626.116797 107 259102.177707 108 764630.196439 109 232881.954735 110 273551.518772 Name: Valor, dtype: float64" Prefeitura Municipal de São Lourenço do Sul - RS,Transferencias LC 61_1989,XGBoost,0.749896764755249,"104 27030.912109 105 39155.328125 106 35067.855469 107 33965.425781 108 35788.003906 109 32142.683594 110 32819.925781 111 33774.527344 112 31778.869141 113 32764.158203 114 35174.171875 115 33087.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,IPTU,SES,1.8004686832427979,"76 3906.353027 77 5220.980469 78 32200.871094 79 2743.405029 80 4842.645020 81 4947.684082 82 2780.328857 83 -578.183350 84 713.646301 85 1090.283325 86 643.062683 87 -657.004211 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,ISS,XGBoost,1.0281479358673096,"92 17926.347656 93 17149.003906 94 20854.951172 95 21180.755859 96 16587.691406 97 21173.119141 98 21175.019531 99 20854.951172 100 21173.119141 101 21213.187500 102 17336.433594 103 21213.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,ITBI,XGBoost,1.2941925525665283,"78 28200.580078 79 34741.500000 80 34018.996094 81 36484.828125 82 34696.304688 83 31694.091797 84 34741.500000 85 34741.078125 86 31658.980469 87 29890.560547 88 30949.000000 89 30126.927734 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,IRRF,Prophet,0.8338563442230225,"80 42359.054688 81 48437.703125 82 48445.234375 83 48418.828125 84 48532.347656 85 48445.234375 86 48445.234375 87 48418.828125 88 48418.828125 89 49265.195312 90 49265.195312 91 50606.363281 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do FPM,SARIMAX,0.7802073955535889,"92 1434851.625 93 1781506.625 94 1511620.875 95 1434851.625 96 1734490.875 97 1434851.625 98 1778238.375 99 1778201.750 100 1440875.500 101 1440319.500 102 1778238.375 103 1781506.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ICMS,SES,1.3097703456878662,"89 538467.5625 90 529395.0625 91 529247.7500 92 563442.7500 93 529247.7500 94 563442.7500 95 563442.7500 96 528338.6250 97 563166.0000 98 563166.0000 99 563165.9375 100 528485.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do IPVA,SES,1.1851365566253662,"89 166139.609375 90 157733.750000 91 49145.230469 92 83658.007812 93 50812.707031 94 162009.437500 95 164601.937500 96 164456.546875 97 167118.843750 98 167091.343750 99 157733.125000 100 49158.074219 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Cota-Parte do ITR,XGBoost,1.3709924221038818,"72 638.030518 73 359.103973 74 345.526031 75 960.914917 76 359.103973 77 345.707977 78 987.171570 79 9663.630859 80 9058.363281 81 9059.984375 82 534.852356 83 320.889496 Name: Valor, dtype: float64" Prefeitura Municipal de Ipiranga do Sul - RS,Transferencias LC 61_1989,XGBoost,0.9700720310211182,"80 6515.826172 81 5966.520508 82 5940.441406 83 6515.660156 84 6558.830078 85 6634.284668 86 6594.014648 87 5352.841797 88 6599.146484 89 6599.146484 90 6594.014648 91 6717.604980 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,IPTU,AR,1.1217012405395508,"105 5808.905762 106 87595.546875 107 939.422913 108 5134.090820 109 6909.630859 110 7275.142090 111 7348.871094 112 6739.630859 113 6730.577637 114 4519.035645 115 8096.082520 116 7348.871094 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,ISS,MLP,0.8331279754638672,"108 43300.399629 109 43013.749370 110 44850.874437 111 45208.800347 112 47485.946736 113 44991.456932 114 46372.958509 115 44833.203842 116 43485.290316 117 43245.545782 118 46051.630319 119 43930.510740 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,ITBI,SARIMAX,1.001157522201538,"105 10347.922852 106 12446.209961 107 9449.431641 108 14178.898438 109 29774.064453 110 10575.579102 111 10577.757812 112 29774.064453 113 10412.315430 114 10382.066406 115 26993.291016 116 27114.708984 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,IRRF,HWES,1.1608130931854248,"108 53373.800781 109 74033.937500 110 73576.109375 111 75994.304688 112 67510.898438 113 76606.164062 114 75936.859375 115 75994.742188 116 69218.382812 117 75936.859375 118 75994.742188 119 67512.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do FPM,MLP,0.9145321846008301,"108 1.254806e+06 109 1.445607e+06 110 1.150351e+06 111 1.222951e+06 112 1.286044e+06 113 1.250038e+06 114 1.392994e+06 115 1.174493e+06 116 1.188410e+06 117 1.162604e+06 118 1.302099e+06 119 1.641331e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ICMS,HWES,0.6566660404205322,"108 825186.9375 109 778046.8750 110 861301.5000 111 860875.8125 112 873474.3125 113 866676.7500 114 862640.6250 115 866444.0625 116 866444.0625 117 878959.1250 118 863951.8125 119 793598.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do IPVA,AR,1.1917901039123535,"108 171607.046875 109 35118.542969 110 184468.937500 111 115806.718750 112 33591.519531 113 35118.542969 114 2079.077148 115 9718.110352 116 1394.620972 117 9718.110352 118 2504.165771 119 178085.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Cota-Parte do ITR,XGBoost,1.0758633613586426,"97 424.877411 98 338.055939 99 763.636963 100 793.838806 101 777.482666 102 68.155510 103 -97.084572 104 -74.603546 105 2663.775146 106 4341.078125 107 1225.028931 108 233.033691 Name: Valor, dtype: float64" Prefeitura Municipal de Boqueirão do Leão - RS,Transferencias LC 61_1989,MLP,1.0121533870697021,"48 4692.390815 49 4660.976501 50 4746.119173 51 4740.757026 52 4736.037943 53 4754.178226 54 4738.590048 55 4711.054505 56 4733.441641 57 4746.493707 58 4573.812430 59 4604.746407 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,IPTU,HWES,1.4573867321014404,"108 1.326863e+07 109 2.464998e+06 110 2.341444e+06 111 2.318584e+06 112 2.013670e+06 113 2.483639e+06 114 2.032311e+06 115 2.337238e+06 116 1.909960e+06 117 2.214885e+06 118 1.906160e+06 119 2.214873e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,ISS,SARIMAX,0.7664251327514648,"108 942272.6250 109 937484.2500 110 942042.7500 111 938606.7500 112 937873.2500 113 938606.7500 114 938606.3750 115 944373.4375 116 937873.2500 117 942042.7500 118 937873.2500 119 942042.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,ITBI,HWES,0.8343162536621094,"108 1196266.875 109 1156371.875 110 1101204.250 111 1219002.000 112 1160091.375 113 1162885.750 114 1049642.250 115 1160091.375 116 1088251.000 117 1110896.125 118 1130546.875 119 1136804.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,IRRF,SES,1.1807312965393066,"76 1401758.250 77 1283381.750 78 1293817.250 79 1283383.375 80 1282484.250 81 1283383.375 82 1277636.875 83 1282484.250 84 1283383.375 85 1283383.375 86 1283383.375 87 1277636.875 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do FPM,HWES,0.7810478210449219,"108 4337481.00 109 6943819.50 110 3763143.25 111 4331265.50 112 4331265.50 113 4536294.50 114 4331242.50 115 3763143.75 116 3782139.50 117 3607332.75 118 4263992.50 119 6488889.50 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ICMS,SES,0.710162878036499,"106 1777198.875 107 1595570.375 108 1707128.250 109 1858143.500 110 1932703.375 111 1851219.250 112 1870995.500 113 1870995.500 114 1860875.625 115 1872179.250 116 1857700.000 117 1933111.250 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do IPVA,AR,1.2171847820281982,"107 1.445417e+06 108 1.047678e+06 109 1.064000e+06 110 1.476735e+06 111 1.484146e+06 112 7.713792e+05 113 5.529115e+05 114 4.199072e+05 115 3.581612e+05 116 2.050511e+05 117 2.050511e+05 118 1.056143e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Cota-Parte do ITR,HWES,1.0904417037963867,"73 88.887718 74 -306.507843 75 -330.227631 76 833.090454 77 -309.309174 78 -330.227631 79 1.638742 80 -143.810043 81 7024.955078 82 3021.768555 83 -234.776642 84 -287.017944 Name: Valor, dtype: float64" Prefeitura Municipal de Tramandaí - RS,Transferencias LC 61_1989,XGBoost,1.0985777378082275,"40 15015.039062 41 14020.357422 42 12617.207031 43 12617.207031 44 14378.989258 45 14961.006836 46 13249.198242 47 12484.919922 48 14390.092773 49 14960.961914 50 13692.604492 51 15021.368164 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,IPTU,SES,1.2178151607513428,"88 15548.707031 89 6816.975586 90 8211.716797 91 15344.750977 92 15344.451172 93 15797.835938 94 13276.198242 95 15761.534180 96 14169.696289 97 16701.546875 98 14356.100586 99 15893.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,ISS,XGBoost,1.3634331226348877,"88 11885.180664 89 13209.157227 90 12432.442383 91 12244.708984 92 12294.740234 93 12432.442383 94 12429.464844 95 12301.504883 96 11988.737305 97 12432.663086 98 11988.737305 99 11989.290039 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,ITBI,SARIMAX,0.970212459564209,"88 6029.320312 89 6294.050293 90 7598.752441 91 12754.831055 92 7554.111816 93 13130.360352 94 7554.111816 95 13339.773438 96 13190.926758 97 7554.467773 98 7554.111816 99 13302.965820 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,IRRF,MLP,1.4076707363128662,"88 26855.623669 89 27617.834096 90 28651.168688 91 27735.829711 92 28131.557167 93 27353.837409 94 28127.684106 95 28449.363048 96 27855.661775 97 29043.670665 98 28424.660904 99 33145.218421 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do FPM,XGBoost,0.808525800704956,"88 1789747.500 89 1811506.375 90 1790394.750 91 1789747.500 92 1789747.500 93 1789747.500 94 1811506.375 95 1789747.500 96 1789751.125 97 1789751.125 98 1789747.500 99 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do ICMS,XGBoost,0.7918496131896973,"88 283762.21875 89 349536.56250 90 349537.62500 91 358969.62500 92 349900.06250 93 358969.62500 94 358365.00000 95 349508.00000 96 378127.65625 97 370964.28125 98 275331.78125 99 346067.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do IPVA,MLP,1.0917041301727295,"88 64084.630702 89 28555.746571 90 44864.494048 91 60647.040263 92 34148.585283 93 22884.617379 94 19791.262159 95 20790.309854 96 14688.806137 97 13427.538774 98 13957.868254 99 124043.252255 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Cota-Parte do ITR,HWES,0.9358124732971191,"73 2552.707275 74 1775.808960 75 67.990601 76 727.372864 77 3843.988770 78 3941.147217 79 3296.877686 80 246.083954 81 237.800522 82 237.425095 83 -28.981718 84 3046.895264 Name: Valor, dtype: float64" Prefeitura Municipal de Toropi - RS,Transferencias LC 61_1989,AR,0.8756706714630127,"52 3071.095215 53 2482.477783 54 3251.192627 55 3259.758301 56 3499.560547 57 3511.250732 58 3112.718506 59 3903.070312 60 3227.132080 61 3227.132080 62 4035.788330 63 3231.489258 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,IPTU,XGBoost,0.9497776031494141,"82 4103.035156 83 8925.778320 84 21089.445312 85 17526.720703 86 18406.169922 87 251.413315 88 406.134247 89 2956.100342 90 34048.722656 91 26098.593750 92 26093.417969 93 26093.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,ISS,XGBoost,1.0340015888214111,"108 53184.132812 109 64277.531250 110 39688.210938 111 39684.441406 112 38290.851562 113 26509.843750 114 41835.226562 115 44472.835938 116 41835.226562 117 42033.113281 118 53153.933594 119 34948.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,ITBI,Prophet,1.029400110244751,"101 1789.409180 102 1909.616821 103 4282.423828 104 3059.271240 105 2404.437012 106 3652.578125 107 4475.646973 108 3722.679932 109 645.583740 110 856.641052 111 497.729340 112 169.728958 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,IRRF,SARIMAX,1.3233568668365479,"103 82683.367188 104 82683.367188 105 89775.843750 106 89775.843750 107 81695.765625 108 81695.765625 109 89775.843750 110 89775.843750 111 81695.765625 112 89775.843750 113 89775.843750 114 157175.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do FPM,HWES,0.7948484420776367,"108 1243682.875 109 1893923.125 110 1075501.875 111 1148327.500 112 1244512.375 113 1288779.875 114 1244512.375 115 1075501.875 116 1075501.875 117 952237.500 118 1244512.375 119 1893923.125 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8119935989379883,"108 1328660.250 109 1256340.250 110 1279220.500 111 1327153.750 112 1333662.500 113 1328085.500 114 1327153.750 115 1333551.625 116 1335060.250 117 1333662.500 118 1327153.750 119 1332021.125 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do IPVA,AR,1.3092267513275146,"108 178297.640625 109 48598.535156 110 117908.953125 111 122313.804688 112 48582.691406 113 24745.714844 114 24729.880859 115 23313.365234 116 24491.132812 117 23313.365234 118 23859.060547 119 186145.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Cota-Parte do ITR,AR,0.9698877334594727,"91 137.238449 92 100.161118 93 104.726273 94 1663.784058 95 3501.616211 96 2650.503174 97 2700.551270 98 3492.521729 99 3609.697510 100 3587.455566 101 3489.618896 102 2698.195557 Name: Valor, dtype: float64" Prefeitura Municipal de Boa Vista do Sul - RS,Transferencias LC 61_1989,HWES,0.9475321769714355,"108 10086.659180 109 10432.575195 110 12609.242188 111 13495.162109 112 11706.518555 113 11981.440430 114 13264.491211 115 12372.761719 116 12516.798828 117 13594.297852 118 12606.168945 119 14047.922852 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,IPTU,SARIMAX,0.9480962753295898,"105 17691.933594 106 25443.593750 107 40744.476562 108 68724.171875 109 941390.375000 110 220702.500000 111 20975.412109 112 6248.310547 113 7719.273438 114 3694.301025 115 3525.646240 116 -8316.790039 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,ISS,SARIMAX,0.9139087200164795,"108 223510.625000 109 238233.140625 110 223510.625000 111 223529.187500 112 224543.281250 113 223530.000000 114 224543.281250 115 223511.437500 116 223511.437500 117 223511.437500 118 223530.000000 119 223511.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,ITBI,MLP,0.9586243629455566,"108 62657.537105 109 67589.095350 110 69742.612669 111 71429.197186 112 67304.481577 113 68644.285842 114 68642.599928 115 67481.525902 116 60257.852228 117 63168.392344 118 65785.403808 119 68872.009965 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,IRRF,XGBoost,0.821835994720459,"108 175205.500000 109 278452.625000 110 240636.953125 111 278503.968750 112 278503.968750 113 240636.953125 114 278503.968750 115 278452.625000 116 240636.953125 117 240636.953125 118 240636.953125 119 278452.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do FPM,AR,0.8537943363189697,"108 2139768.750 109 3156703.250 110 1746080.500 111 1965767.500 112 2140190.500 113 2120243.500 114 2140190.500 115 1712058.625 116 1712058.625 117 1663776.000 118 2140190.500 119 3156703.250 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ICMS,HWES,0.8258891105651855,"108 1893977.500 109 1676404.750 110 1722748.500 111 1881416.250 112 1920358.500 113 1807709.000 114 1857997.750 115 1881416.250 116 1881416.250 117 1855559.625 118 1857997.625 119 1855559.625 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do IPVA,HWES,1.3219833374023438,"108 511491.593750 109 230738.390625 110 324130.187500 111 592996.812500 112 607433.062500 113 173721.546875 114 114907.992188 115 90611.953125 116 196792.546875 117 81250.023438 118 72367.437500 119 489683.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Cota-Parte do ITR,MLP,1.4413704872131348,"105 5.991186e+04 106 9.104071e+03 107 9.611852e+03 108 3.131679e+04 109 1.986612e+04 110 2.242964e+04 111 1.400616e+04 112 1.351097e+04 113 1.530909e+05 114 1.081296e+06 115 1.216097e+05 116 1.006841e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Augusto - RS,Transferencias LC 61_1989,HWES,0.7565968036651611,"96 14234.219727 97 15936.202148 98 15066.530273 99 16239.798828 100 15385.403320 101 17807.607422 102 16465.751953 103 17364.000000 104 18037.427734 105 16131.664062 106 15727.901367 107 17709.244141 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,IPTU,SARIMAX,1.5405335426330566,"108 7681.614746 109 13162.227539 110 8788.328125 111 5616.096680 112 12560.634766 113 7175.258301 114 6765.334473 115 7243.926758 116 7269.135742 117 6487.186035 118 7532.687012 119 7326.104492 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,ISS,MLP,1.395517349243164,"108 19751.161216 109 23477.466624 110 23706.738078 111 21880.084003 112 24968.092617 113 27694.213130 114 27381.490754 115 28803.018871 116 26623.579555 117 28064.920760 118 27224.412875 119 31771.127231 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,ITBI,XGBoost,0.8638129234313965,"108 27784.953125 109 23309.839844 110 26309.216797 111 19388.425781 112 -689.992737 113 9161.900391 114 19009.923828 115 -5000.112793 116 19388.425781 117 -689.992737 118 54130.472656 119 7927.388184 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,IRRF,XGBoost,2.000528335571289,"108 71821.945312 109 73577.296875 110 76556.226562 111 74871.156250 112 72780.710938 113 72780.710938 114 72780.710938 115 75832.757812 116 74872.132812 117 72780.710938 118 74872.132812 119 74872.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do FPM,HWES,0.800257682800293,"108 6.559353e+05 109 1.565733e+06 110 5.889494e+05 111 5.393116e+05 112 5.165048e+05 113 5.171292e+05 114 5.106592e+05 115 6.555102e+05 116 6.555102e+05 117 6.713902e+05 118 6.156761e+05 119 1.352882e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ICMS,SARIMAX,0.7924840450286865,"108 896504.1250 109 901892.2500 110 897513.1875 111 897527.8125 112 900851.7500 113 896504.1250 114 900852.1875 115 900851.7500 116 900852.1875 117 900851.7500 118 896504.1250 119 900851.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do IPVA,XGBoost,1.158813238143921,"108 28815.974609 109 12013.185547 110 20943.982422 111 28792.435547 112 31427.029297 113 30535.035156 114 8425.478516 115 18164.521484 116 10647.464844 117 10448.172852 118 13422.859375 119 22361.160156 Name: Valor, dtype: float64" Prefeitura Municipal de Itacurubi - RS,Cota-Parte do ITR,MLP,0.5694293975830078,"47 76891.522547 48 72839.445831 49 70371.930949 50 84971.410321 51 102740.739430 52 127862.295878 53 150053.383973 54 183342.163873 55 224398.544824 56 450131.818581 57 310106.787587 58 369645.931802 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,IPTU,HWES,1.929476022720337,"107 1.054457e+05 108 1.050084e+05 109 6.572352e+04 110 1.144271e+05 111 4.584089e+05 112 2.392609e+06 113 4.590164e+05 114 6.754196e+05 115 3.746962e+05 116 6.926140e+05 117 6.916726e+05 118 1.595401e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,ISS,XGBoost,0.8911418914794922,"108 471853.56250 109 499479.62500 110 499479.62500 111 457519.84375 112 469578.03125 113 457519.84375 114 456038.62500 115 468279.93750 116 454576.81250 117 456058.78125 118 472421.75000 119 460994.56250 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,ITBI,XGBoost,0.8101439476013184,"108 157490.656250 109 121703.773438 110 151055.546875 111 161428.375000 112 165367.078125 113 173646.562500 114 123986.679688 115 144752.671875 116 123739.359375 117 212170.359375 118 156338.390625 119 215000.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,IRRF,XGBoost,0.7885932922363281,"108 199286.203125 109 198602.765625 110 202339.218750 111 202339.218750 112 202339.218750 113 202339.218750 114 242466.515625 115 242466.515625 116 202339.218750 117 202339.218750 118 202339.218750 119 350914.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do FPM,HWES,0.8380451202392578,"108 2528917.25 109 3154163.50 110 2438937.75 111 2386793.50 112 2518788.25 113 2381065.25 114 2707906.25 115 2438937.75 116 2451099.00 117 1687699.75 118 2518788.25 119 3154163.50 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ICMS,HWES,0.7945854663848877,"108 1307413.000 109 1298260.250 110 1315489.875 111 1441054.750 112 1678378.375 113 1406508.500 114 1544405.625 115 1645167.375 116 1645167.375 117 1570183.375 118 1407632.500 119 1570183.375 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do IPVA,SES,1.275207757949829,"107 1.187914e+06 108 6.724716e+05 109 1.077804e+06 110 1.160764e+06 111 1.161081e+06 112 1.527568e+06 113 1.526012e+06 114 1.521715e+06 115 1.525146e+06 116 1.529623e+06 117 1.530141e+06 118 1.185343e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Cota-Parte do ITR,HWES,1.3785490989685059,"103 2879.716797 104 1600.769531 105 2832.679199 106 1916.284424 107 1623.409912 108 2944.014404 109 1819.874390 110 1977.375610 111 34763.832031 112 35022.132812 113 2030.104492 114 1971.316895 Name: Valor, dtype: float64" Prefeitura Municipal de Getúlio Vargas - RS,Transferencias LC 61_1989,HWES,0.9247946739196777,"96 10975.928711 97 13074.387695 98 13421.777344 99 11706.308594 100 13616.613281 101 15119.605469 102 12268.710938 103 13586.951172 104 13052.445312 105 14201.246094 106 12237.924805 107 10993.254883 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,IPTU,SARIMAX,1.4105479717254639,"96 4.987845e+04 97 4.802432e+05 98 4.327765e+05 99 4.148960e+05 100 4.169456e+05 101 2.950285e+05 102 5.164089e+05 103 5.176669e+05 104 1.068517e+06 105 1.003398e+06 106 1.006897e+06 107 1.009996e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,ISS,XGBoost,1.0758967399597168,"96 6.449666e+05 97 5.712690e+05 98 6.338722e+05 99 6.342877e+05 100 6.342877e+05 101 6.342877e+05 102 6.147791e+05 103 6.147791e+05 104 6.147791e+05 105 6.134435e+05 106 1.034827e+06 107 6.338722e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,ITBI,XGBoost,1.1901485919952393,"96 157914.890625 97 135916.343750 98 144363.140625 99 135916.343750 100 137715.125000 101 133413.359375 102 125463.937500 103 144363.140625 104 131916.765625 105 123874.062500 106 114013.828125 107 135409.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,IRRF,XGBoost,1.0549793243408203,"94 369073.56250 95 365678.68750 96 487075.68750 97 417052.28125 98 435119.00000 99 435119.00000 100 435119.00000 101 435119.00000 102 487075.68750 103 435119.00000 104 416869.43750 105 444746.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do FPM,HWES,0.8544890880584717,"94 2833332.50 95 2833332.50 96 2807392.25 97 2747431.00 98 2833332.50 99 2825998.50 100 4418794.00 101 2434530.75 102 2439667.75 103 2235316.25 104 2833332.50 105 4418794.00 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.807370662689209,"94 4112839.50 95 3880017.75 96 3898877.75 97 4090523.25 98 4116355.50 99 3981814.00 100 4112839.50 101 4081581.25 102 4117180.25 103 4049827.25 104 4090490.25 105 4049819.25 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do IPVA,XGBoost,1.0047497749328613,"78 367562.90625 79 367562.90625 80 323691.09375 81 323397.53125 82 360879.71875 83 365533.78125 84 194490.12500 85 263829.06250 86 294017.75000 87 265708.43750 88 240469.84375 89 328249.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Cota-Parte do ITR,SARIMAX,1.2520601749420166,"58 54234.460938 59 54423.777344 60 55809.644531 61 46430.183594 62 55384.156250 63 55809.644531 64 55081.140625 65 55957.730469 66 199792.875000 67 954334.625000 68 69513.007812 69 69513.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Encruzilhada do Sul - RS,Transferencias LC 61_1989,AR,0.9416522979736328,"94 24091.726562 95 21029.210938 96 22493.587891 97 25086.820312 98 24327.322266 99 24768.935547 100 24772.914062 101 23815.681641 102 25129.281250 103 24415.113281 104 25272.792969 105 23486.068359 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,IPTU,SARIMAX,1.5001850128173828,"91 4396.198242 92 46585.640625 93 52861.000000 94 56104.457031 95 22645.494141 96 44425.808594 97 22645.494141 98 52861.000000 99 22645.494141 100 22563.501953 101 22683.117188 102 19706.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,ISS,MLP,1.236339807510376,"96 13003.584144 97 20342.695342 98 22706.992563 99 23219.487548 100 18292.695258 101 26183.087993 102 21521.832029 103 20996.706602 104 24038.830371 105 22830.290358 106 23335.930539 107 30988.676198 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,ITBI,SARIMAX,1.2783024311065674,"96 888.455688 97 4503.276855 98 5239.112305 99 5284.088379 100 15163.163086 101 3073.307861 102 22641.273438 103 27121.175781 104 10102.065430 105 13231.758789 106 11597.659180 107 10654.701172 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,IRRF,MLP,1.487778663635254,"96 82518.839314 97 81114.123117 98 83691.621082 99 85010.302774 100 86754.774062 101 91760.119321 102 95049.263263 103 97617.547067 104 100160.170835 105 105379.572051 106 111342.280851 107 98567.491810 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do FPM,SARIMAX,0.8489530086517334,"96 1147375.000 97 1811506.500 98 1072734.375 99 1147375.000 100 1757509.125 101 1147375.000 102 1811506.500 103 1147375.000 104 1141019.750 105 1086576.375 106 1757509.125 107 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do ICMS,SES,0.6458029747009277,"96 404352.31250 97 440915.28125 98 484639.46875 99 463894.62500 100 484685.93750 101 463894.62500 102 463894.62500 103 434380.09375 104 395174.68750 105 409633.53125 106 395174.68750 107 434380.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Cota-Parte do IPVA,XGBoost,1.285796880722046,"93 103672.437500 94 89760.546875 95 91075.679688 96 113058.359375 97 103672.437500 98 89861.648438 99 36572.996094 100 28542.109375 101 26913.599609 102 28542.109375 103 9830.072266 104 105204.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Lagoão - RS,Transferencias LC 61_1989,XGBoost,1.2173101902008057,"60 4186.087891 61 4297.988281 62 4286.732910 63 4186.087891 64 3042.097412 65 3057.316650 66 3059.391113 67 3042.097412 68 4263.382812 69 4186.087891 70 3042.097412 71 3059.391113 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,IPTU,SES,1.4009485244750977,"92 3864.884277 93 1671.187500 94 4817.545410 95 6756.764160 96 10919.615234 97 4232.048828 98 1224.982178 99 2829.032959 100 4115.365723 101 1264.644165 102 402.294464 103 3.100863 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,ISS,SARIMAX,1.0830867290496826,"96 7084.438477 97 3616.057861 98 12031.985352 99 11884.781250 100 3718.124023 101 13228.335938 102 11598.127930 103 11188.976562 104 13715.061523 105 13228.335938 106 11560.797852 107 11560.797852 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,ITBI,XGBoost,1.365657091140747,"96 6346.102539 97 8396.061523 98 4462.946289 99 4304.728027 100 6346.000977 101 3731.399414 102 4136.270508 103 2623.464600 104 4105.336426 105 5384.005859 106 5564.740234 107 6294.304199 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,IRRF,SARIMAX,1.4269819259643555,"96 109153.195312 97 109030.867188 98 109153.195312 99 109153.195312 100 109153.195312 101 109153.195312 102 109153.195312 103 109153.195312 104 109153.195312 105 109153.195312 106 109153.195312 107 109153.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do FPM,SARIMAX,0.8213179111480713,"96 1509244.500 97 1811338.375 98 1149786.750 99 1509244.500 100 1811338.375 101 1811506.500 102 1811338.375 103 1811506.500 104 1149786.750 105 1200832.375 106 1811338.375 107 1811338.375 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ICMS,HWES,0.5923926830291748,"96 283548.84375 97 334322.81250 98 333026.34375 99 324155.96875 100 334390.65625 101 324155.96875 102 324155.96875 103 334322.81250 104 324155.93750 105 291435.21875 106 295569.43750 107 332964.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do IPVA,AR,1.3114397525787354,"95 42316.023438 96 42316.023438 97 61995.343750 98 51779.164062 99 50488.910156 100 43368.593750 101 62172.804688 102 61953.753906 103 63460.828125 104 60476.910156 105 62104.277344 106 42316.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Sete de Setembro - RS,Cota-Parte do ITR,SARIMAX,0.9881582260131836,"85 57.712513 86 60.634926 87 147.687378 88 7058.518066 89 2522.868652 90 72.395149 91 23.100451 92 34.770737 93 146.794083 94 7058.518066 95 2537.560303 96 2545.087402 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,IPTU,HWES,1.9091732501983643,"98 1973.526001 99 4691.457520 100 27747.148438 101 17481.380859 102 1354.578125 103 1605.360962 104 589.554443 105 1201.839966 106 13461.406250 107 1270.665283 108 862.203735 109 56.580975 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,ISS,XGBoost,1.5459136962890625,"104 49210.257812 105 47678.050781 106 48076.421875 107 48005.000000 108 48076.421875 109 48076.421875 110 48073.796875 111 48076.421875 112 48076.421875 113 48076.421875 114 48076.421875 115 48076.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,ITBI,SARIMAX,1.039210319519043,"102 10886.905273 103 7608.252930 104 1802.821899 105 -3867.046387 106 3304.457520 107 2565.503418 108 2159.145752 109 20406.001953 110 1394.742676 111 -392.181366 112 2674.449463 113 -1104.162354 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,IRRF,SARIMAX,1.539041519165039,"89 13212.504883 90 13397.844727 91 10004.582031 92 10004.582031 93 10004.582031 94 11569.913086 95 10004.582031 96 11773.813477 97 10792.718750 98 10793.439453 99 11573.422852 100 11496.797852 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do FPM,Prophet,0.8245401382446289,"103 1846923.500 104 1816080.375 105 2048494.375 106 1701750.375 107 1689875.500 108 1701742.750 109 1689875.500 110 2143310.750 111 1925683.250 112 1339279.250 113 1689875.500 114 1690818.375 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8907132148742676,"104 827915.8125 105 787238.5625 106 789194.0000 107 824045.2500 108 824860.3125 109 827945.0625 110 822282.6875 111 824860.3125 112 824860.3125 113 824860.3125 114 824045.2500 115 824860.3125 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do IPVA,HWES,1.630509853363037,"103 80911.640625 104 31783.261719 105 31487.607422 106 58695.851562 107 39171.882812 108 30635.675781 109 13515.678711 110 9398.291016 111 9398.291016 112 9398.291016 113 9134.921875 114 58355.507812 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Cota-Parte do ITR,AR,1.0263335704803467,"73 78.769470 74 165.112961 75 124.269829 76 124.184586 77 124.284271 78 125.958267 79 125.958267 80 267.340027 81 163.591949 82 36.558170 83 218.131973 84 204.331604 Name: Valor, dtype: float64" Prefeitura Municipal de Cristal do Sul - RS,Transferencias LC 61_1989,XGBoost,1.1243016719818115,"104 10708.488281 105 11585.892578 106 11585.892578 107 11585.892578 108 11621.441406 109 11585.892578 110 11621.441406 111 10708.488281 112 11585.892578 113 11585.892578 114 10708.488281 115 11585.892578 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,IPTU,HWES,0.8129234313964844,"85 8918.933594 86 54903.027344 87 32858.363281 88 24270.341797 89 11318.628906 90 32313.203125 91 31004.359375 92 30457.753906 93 18571.453125 94 1385.797852 95 76732.195312 96 6610.372070 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,ISS,SARIMAX,0.6918544769287109,"108 53125.507812 109 51354.464844 110 52593.554688 111 53185.078125 112 53112.019531 113 53117.074219 114 53117.074219 115 53292.703125 116 53607.398438 117 52873.656250 118 53069.117188 119 53116.839844 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,ITBI,XGBoost,0.8226490020751953,"94 178969.515625 95 173299.765625 96 156625.750000 97 140422.281250 98 170490.296875 99 195897.046875 100 214341.578125 101 188018.812500 102 185892.062500 103 186353.500000 104 214341.578125 105 214351.437500 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,IRRF,XGBoost,0.8876214027404785,"108 187921.546875 109 100996.156250 110 187921.546875 111 191287.031250 112 191287.031250 113 191287.031250 114 187921.546875 115 187921.546875 116 187921.546875 117 187921.546875 118 187921.546875 119 191287.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do FPM,HWES,0.9284789562225342,"108 1.743428e+06 109 1.893769e+06 110 1.016587e+06 111 1.214030e+06 112 1.743428e+06 113 1.721160e+06 114 1.101108e+06 115 1.016587e+06 116 1.055804e+06 117 1.094214e+06 118 1.893769e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ICMS,HWES,0.827765703201294,"108 1519744.500 109 1371515.250 110 1384769.000 111 1503362.500 112 1487721.500 113 1476904.375 114 1451899.625 115 1503362.500 116 1503362.500 117 1487491.500 118 1519744.500 119 1487491.500 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do IPVA,HWES,1.2178821563720703,"108 168671.953125 109 148329.546875 110 147574.953125 111 168763.890625 112 169132.703125 113 146371.812500 114 109354.187500 115 60900.726562 116 38805.539062 117 64231.648438 118 16831.535156 119 177035.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Cota-Parte do ITR,MLP,1.513247013092041,"106 68729.285379 107 42747.507162 108 57288.645621 109 56584.421058 110 29373.697062 111 32093.174083 112 38747.851907 113 31969.011999 114 212525.342799 115 821386.549774 116 126981.122060 117 138471.673881 Name: Valor, dtype: float64" Prefeitura Municipal de Coronel Bicaco - RS,Transferencias LC 61_1989,HWES,0.8993744850158691,"108 13259.919922 109 12783.866211 110 11355.252930 111 11303.830078 112 10707.556641 113 11953.319336 114 11543.589844 115 11307.555664 116 10513.065430 117 11829.459961 118 13340.956055 119 12829.347656 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,IPTU,AR,1.7318127155303955,"96 65969.296875 97 67878.445312 98 55564.632812 99 55282.394531 100 65957.296875 101 55608.609375 102 55564.632812 103 6014.775879 104 21725.699219 105 8920.027344 106 5955.450684 107 21565.099609 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,ISS,Prophet,1.698274850845337,"96 69300.695312 97 56679.351562 98 101831.750000 99 81389.007812 100 47787.910156 101 37894.886719 102 100201.046875 103 81389.007812 104 82308.312500 105 39913.433594 106 82309.265625 107 40874.570312 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,ITBI,XGBoost,1.1007332801818848,"96 38128.066406 97 19946.134766 98 32545.568359 99 21031.027344 100 32589.656250 101 58530.687500 102 66066.773438 103 39134.625000 104 44165.566406 105 33697.535156 106 33697.535156 107 65857.085938 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,IRRF,MLP,1.3343493938446045,"96 67085.649377 97 72905.424779 98 102904.113448 99 86224.037369 100 87384.479493 101 89974.198271 102 94304.806776 103 97844.932221 104 100576.365017 105 105328.815752 106 109730.863636 107 154049.858365 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do FPM,SARIMAX,0.8155865669250488,"96 1810866.000 97 1796013.000 98 1738216.750 99 1810866.000 100 1812990.375 101 1811506.500 102 1796013.000 103 1811506.500 104 1778379.250 105 1744275.125 106 1796013.000 107 1796013.000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do ICMS,SES,0.6224229335784912,"96 476797.81250 97 553986.12500 98 552314.06250 99 549769.87500 100 554408.68750 101 549769.87500 102 549769.87500 103 553100.87500 104 500945.06250 105 499230.34375 106 507120.53125 107 549097.93750 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do IPVA,XGBoost,1.3890652656555176,"96 127118.578125 97 48111.726562 98 58920.878906 99 126316.218750 100 58920.878906 101 25687.505859 102 8709.715820 103 13494.085938 104 11616.048828 105 14336.067383 106 14336.067383 107 126675.195312 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Cota-Parte do ITR,XGBoost,1.3843247890472412,"95 901.676086 96 2158.803955 97 893.485596 98 2158.803955 99 2158.803955 100 2475.245850 101 1961.844238 102 2006.028564 103 63172.238281 104 63436.781250 105 4293.917969 106 4950.549316 Name: Valor, dtype: float64" Prefeitura Municipal de Cerrito - RS,Transferencias LC 61_1989,AR,0.8486790657043457,"60 4986.298340 61 4982.612305 62 4981.869629 63 5050.479492 64 5146.587891 65 5497.090332 66 5476.713379 67 5523.148438 68 5490.592285 69 4986.273438 70 5487.949219 71 5825.000488 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,IPTU,SARIMAX,1.327103853225708,"95 18959.031250 96 23909.455078 97 13224.295898 98 21349.921875 99 22810.029297 100 292099.187500 101 22810.068359 102 434817.375000 103 19052.390625 104 19342.279297 105 19052.390625 106 17452.173828 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,ISS,XGBoost,0.861276388168335,"108 182382.500000 109 182379.953125 110 182379.953125 111 182382.500000 112 182379.953125 113 182382.500000 114 182382.500000 115 182382.500000 116 182382.500000 117 182382.500000 118 182382.500000 119 182382.500000 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,ITBI,MLP,1.87550687789917,"108 22477.659676 109 22525.932168 110 22320.988743 111 20374.018190 112 21021.069787 113 20795.578807 114 20534.459433 115 20192.638282 116 19657.766942 117 20011.645464 118 20784.082831 119 21463.196351 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,IRRF,SARIMAX,1.3367810249328613,"107 48346.460938 108 48346.460938 109 48346.460938 110 48346.460938 111 83830.679688 112 83830.679688 113 48346.460938 114 83830.679688 115 48346.460938 116 48346.460938 117 83830.679688 118 83830.679688 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do FPM,HWES,0.8518757820129395,"108 1.212628e+06 109 1.894311e+06 110 1.072270e+06 111 1.132490e+06 112 1.213170e+06 113 1.248389e+06 114 1.213170e+06 115 1.072270e+06 116 1.072270e+06 117 9.310454e+05 118 1.213170e+06 119 1.894311e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ICMS,HWES,0.84995436668396,"108 349388.68750 109 344938.75000 110 353755.21875 111 351052.71875 112 387998.37500 113 353070.21875 114 355217.59375 115 389318.21875 116 389318.21875 117 388914.37500 118 347673.00000 119 388914.37500 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do IPVA,XGBoost,1.1830799579620361,"108 173730.671875 109 33012.691406 110 48235.089844 111 144811.125000 112 106457.835938 113 17148.226562 114 20466.888672 115 20466.888672 116 15339.843750 117 13696.654297 118 18049.066406 119 172159.000000 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Cota-Parte do ITR,MLP,1.075568675994873,"86 5716.873289 87 4763.141765 88 4765.778405 89 4803.368446 90 4830.301746 91 4892.253333 92 4890.773126 93 4928.485869 94 5413.466262 95 6337.579036 96 4963.827275 97 4986.030551 Name: Valor, dtype: float64" Prefeitura Municipal de São João do Polêsine - RS,Transferencias LC 61_1989,HWES,1.0433692932128906,"108 2859.289062 109 2793.897217 110 3377.039551 111 3264.417725 112 2976.702393 113 2795.228271 114 3072.423096 115 2947.042969 116 3164.825439 117 3075.892334 118 3379.645020 119 2993.945557 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,IPTU,HWES,1.5998942852020264,"96 9055.189453 97 11270.621094 98 8100.086914 99 7895.617676 100 7895.617676 101 17750.048828 102 22908.816406 103 58410.203125 104 23984.755859 105 8714.779297 106 12559.751953 107 403.300507 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,ISS,XGBoost,1.0787928104400635,"100 19539.208984 101 14317.978516 102 13908.558594 103 16785.347656 104 16785.347656 105 16785.347656 106 15763.972656 107 15864.013672 108 16785.300781 109 16785.300781 110 17409.306641 111 16785.347656 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,ITBI,Prophet,1.1922147274017334,"98 8700.066406 99 16135.875000 100 9448.220703 101 16135.875000 102 72620.265625 103 25529.029297 104 43639.464844 105 22994.244141 106 18527.984375 107 10501.353516 108 10390.658203 109 18762.689453 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,IRRF,XGBoost,1.2426860332489014,"100 79060.460938 101 62457.683594 102 62686.929688 103 78354.562500 104 62686.929688 105 62686.929688 106 78354.562500 107 62686.929688 108 62686.929688 109 78354.562500 110 78354.562500 111 78354.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do FPM,HWES,0.8050436973571777,"100 1.375744e+06 101 1.893814e+06 102 1.094168e+06 103 1.165282e+06 104 1.386356e+06 105 1.391825e+06 106 1.386356e+06 107 1.094168e+06 108 1.094431e+06 109 1.007369e+06 110 1.386356e+06 111 1.893814e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ICMS,HWES,0.8460381031036377,"100 486012.62500 101 445107.56250 102 495813.53125 103 530233.81250 104 525006.18750 105 512243.06250 106 466733.84375 107 535485.87500 108 527416.56250 109 535947.81250 110 512221.34375 111 536358.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do IPVA,XGBoost,1.1170103549957275,"99 54839.375000 100 44310.847656 101 43760.355469 102 45098.558594 103 43741.066406 104 48793.078125 105 24315.203125 106 24315.203125 107 10983.299805 108 4998.516602 109 7943.994629 110 44849.277344 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Cota-Parte do ITR,MLP,1.964465618133545,"78 727.162933 79 763.212606 80 745.619097 81 726.107412 82 732.626389 83 741.539155 84 780.091768 85 802.183898 86 1543.792338 87 4673.008229 88 935.258076 89 747.292076 Name: Valor, dtype: float64" Prefeitura Municipal de Nicolau Vergueiro - RS,Transferencias LC 61_1989,XGBoost,1.3278837203979492,"100 4120.887695 101 4041.586426 102 4650.923340 103 4049.204102 104 4668.310547 105 4573.079590 106 4472.057617 107 4483.205078 108 4452.967285 109 4011.273926 110 4498.771484 111 4254.104492 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,IPTU,Prophet,1.3524203300476074,"108 19281.986328 109 18122.175781 110 25321.871094 111 26999.996094 112 26970.603516 113 26062.796875 114 58444.820312 115 16964.873047 116 12138.285156 117 53855.410156 118 53963.523438 119 51076.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,ISS,SARIMAX,0.9380831718444824,"108 28834.871094 109 22559.531250 110 24725.402344 111 29052.681641 112 22235.558594 113 24725.458984 114 26576.583984 115 25087.072266 116 25602.921875 117 25049.089844 118 23719.560547 119 25545.781250 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,ITBI,AR,0.9171323776245117,"105 2779.878662 106 -580.902893 107 1575.592896 108 3768.017090 109 2176.771973 110 1330.135010 111 3091.721436 112 1590.317505 113 1088.888428 114 2188.900146 115 1559.481934 116 1844.303711 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,IRRF,HWES,0.9895408153533936,"108 61333.582031 109 87280.390625 110 95556.187500 111 95556.187500 112 90195.062500 113 53501.085938 114 95556.187500 115 87280.390625 116 87280.695312 117 87280.695312 118 61333.582031 119 95556.187500 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do FPM,HWES,0.8651297092437744,"108 1205408.125 109 1893898.750 110 1095435.000 111 1153159.000 112 1203711.375 113 1260113.750 114 1203720.625 115 1095435.000 116 1096255.250 117 931268.750 118 1203711.375 119 1893898.750 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do ICMS,HWES,0.8518195152282715,"108 523765.21875 109 495404.96875 110 501763.40625 111 536712.81250 112 570844.56250 113 535709.87500 114 579293.50000 115 564396.93750 116 570542.81250 117 569088.18750 118 532679.81250 119 555240.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do IPVA,XGBoost,1.2273855209350586,"107 129996.023438 108 32994.664062 109 76000.437500 110 75469.851562 111 60148.554688 112 23136.605469 113 23194.357422 114 16635.677734 115 12543.540039 116 12543.540039 117 5410.487305 118 129700.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Cota-Parte do ITR,XGBoost,1.0909197330474854,"98 284.506958 99 460.780884 100 497.216187 101 459.182922 102 428.100281 103 427.233032 104 1884.446289 105 444.901031 106 436.955505 107 5574.360352 108 5955.177246 109 466.873840 Name: Valor, dtype: float64" Prefeitura Municipal de Riozinho - RS,Transferencias LC 61_1989,HWES,1.5001513957977295,"108 3431.671387 109 3554.557373 110 3603.569336 111 3819.551758 112 3778.779297 113 4732.821777 114 4722.022949 115 3931.249268 116 3962.637451 117 3860.821777 118 3919.625488 119 4176.485352 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,IPTU,SES,1.255690336227417,"89 1245.311523 90 390.811188 91 625.802490 92 1788.912231 93 -503.995331 94 -1376.186035 95 -1083.844116 96 -1824.882812 97 -979.083557 98 -1089.545410 99 -1301.709595 100 -1545.156738 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,ISS,MLP,1.3939378261566162,"104 52638.897376 105 57202.505315 106 55891.980901 107 58056.818694 108 63260.855361 109 57877.993568 110 61197.360799 111 64130.413195 112 55040.057815 113 54939.070399 114 64968.793505 115 71774.375314 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,ITBI,HWES,1.4354321956634521,"97 16033.711914 98 16657.164062 99 16222.258789 100 18971.480469 101 16222.258789 102 17151.128906 103 15659.454102 104 16992.839844 105 16487.630859 106 17151.128906 107 18971.480469 108 17108.423828 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,IRRF,XGBoost,1.489426612854004,"104 50374.488281 105 50752.750000 106 50102.035156 107 50102.035156 108 50102.035156 109 50102.035156 110 50649.289062 111 49135.203125 112 50102.035156 113 50102.035156 114 50102.035156 115 103422.617188 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do FPM,MLP,0.8214268684387207,"104 1.268457e+06 105 1.460717e+06 106 1.164518e+06 107 1.238005e+06 108 1.301966e+06 109 1.266358e+06 110 1.406982e+06 111 1.190163e+06 112 1.207174e+06 113 1.181198e+06 114 1.322077e+06 115 1.663745e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do ICMS,SES,0.8819806575775146,"104 428794.15625 105 432630.96875 106 428284.81250 107 438948.46875 108 458082.87500 109 423051.81250 110 438948.46875 111 484503.28125 112 484503.28125 113 453782.34375 114 451814.15625 115 453782.34375 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do IPVA,AR,1.1697068214416504,"103 55187.578125 104 71102.304688 105 18096.160156 106 21841.580078 107 56917.500000 108 22963.634766 109 28755.457031 110 28755.083984 111 28641.078125 112 18605.886719 113 18617.591797 114 14909.337891 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Cota-Parte do ITR,SARIMAX,2.0044960975646973,"84 3352.951660 85 10626.690430 86 10136.313477 87 -866.177734 88 654.211792 89 -866.177734 90 654.211792 91 3659.160889 92 10332.647461 93 10136.313477 94 361.357697 95 3642.790771 Name: Valor, dtype: float64" Prefeitura Municipal de Mormaço - RS,Transferencias LC 61_1989,XGBoost,0.7260639667510986,"44 3740.378418 45 4049.183594 46 4142.590820 47 4238.266602 48 4288.233398 49 4236.343750 50 4246.381836 51 4287.596191 52 4288.962402 53 3285.204346 54 4142.236328 55 4668.634277 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,IPTU,SES,1.2710371017456055,"99 16659.435547 100 55303.785156 101 157283.796875 102 155388.687500 103 32660.705078 104 32619.720703 105 32652.265625 106 37063.441406 107 32726.187500 108 32940.082031 109 30262.904297 110 30537.654297 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,ISS,XGBoost,0.7224440574645996,"100 205813.093750 101 204110.125000 102 208502.453125 103 206149.343750 104 205918.640625 105 194107.156250 106 205893.468750 107 205662.765625 108 205662.765625 109 207538.640625 110 205662.765625 111 205662.765625 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,ITBI,SARIMAX,1.513601303100586,"100 4.550543e+04 101 1.438320e+06 102 1.437248e+06 103 1.437862e+06 104 1.438184e+06 105 1.438184e+06 106 1.440042e+06 107 1.439288e+06 108 1.440201e+06 109 1.437248e+06 110 1.443817e+06 111 1.442693e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,IRRF,SES,1.4632904529571533,"96 9065.207031 97 8017.645020 98 5048.221191 99 6120.999512 100 8025.481934 101 8024.207520 102 8182.414551 103 8025.481934 104 7969.994141 105 7975.242676 106 8752.799805 107 8393.415039 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do FPM,MLP,0.9288332462310791,"100 1.273622e+06 101 1.467682e+06 102 1.169244e+06 103 1.243484e+06 104 1.308157e+06 105 1.272455e+06 106 1.413490e+06 107 1.196120e+06 108 1.213447e+06 109 1.187432e+06 110 1.329681e+06 111 1.674499e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ICMS,MLP,1.1742143630981445,"100 642084.572174 101 601132.569568 102 615981.602096 103 670297.628402 104 705863.479333 105 645727.482387 106 664584.388035 107 681942.022081 108 680116.582465 109 730082.495827 110 651948.288556 111 739072.749372 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do IPVA,SARIMAX,1.0388250350952148,"100 142120.875000 101 70793.593750 102 70793.593750 103 136555.312500 104 155768.250000 105 63374.027344 106 63501.808594 107 63711.664062 108 44257.808594 109 36347.289062 110 26298.597656 111 101785.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Cota-Parte do ITR,XGBoost,1.8534250259399414,"94 94557.757812 95 94529.867188 96 94387.617188 97 92259.921875 98 92259.710938 99 95400.882812 100 93123.179688 101 94360.265625 102 92279.867188 103 94520.132812 104 92280.195312 105 94598.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Pedro Osório - RS,Transferencias LC 61_1989,SES,1.0868916511535645,"58 6180.696289 59 3824.473145 60 3834.117432 61 3336.781250 62 3344.450195 63 3440.354492 64 3440.221436 65 3269.973389 66 3385.544678 67 3639.082520 68 3924.568359 69 3988.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,IPTU,SARIMAX,1.216052770614624,"103 -191.327759 104 1427.087769 105 3765.553467 106 56015.000000 107 36741.144531 108 14292.546875 109 6670.852539 110 4104.386719 111 3551.456055 112 5554.583984 113 3778.587891 114 4104.495117 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,ISS,MLP,1.0648419857025146,"108 55273.343788 109 54317.038149 110 61002.853428 111 56097.373457 112 58800.833738 113 59261.975193 114 59061.002624 115 57506.682427 116 60193.534679 117 58727.698008 118 60288.127331 119 61283.896294 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,ITBI,XGBoost,0.9560577869415283,"98 148400.546875 99 138705.296875 100 218165.968750 101 148067.937500 102 142868.359375 103 201909.921875 104 199484.484375 105 141128.937500 106 142856.437500 107 145702.500000 108 199874.015625 109 145702.500000 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,IRRF,XGBoost,0.9198267459869385,"108 132646.609375 109 111174.289062 110 132646.609375 111 132646.609375 112 132646.609375 113 132646.609375 114 132646.609375 115 132646.609375 116 132646.609375 117 132646.609375 118 132646.609375 119 132646.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do FPM,HWES,1.0017468929290771,"108 1.259565e+06 109 1.894224e+06 110 1.011094e+06 111 1.139346e+06 112 1.260220e+06 113 1.267238e+06 114 1.260220e+06 115 1.011094e+06 116 1.011094e+06 117 9.592216e+05 118 1.260220e+06 119 1.894224e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do ICMS,HWES,0.8458011150360107,"108 1226997.250 109 1212174.625 110 1223821.625 111 1239949.250 112 1242971.500 113 1227675.875 114 1239949.250 115 1243009.500 116 1243009.500 117 1212311.500 118 1227675.875 119 1212311.500 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do IPVA,AR,1.1225488185882568,"108 128853.632812 109 70932.515625 110 128063.804688 111 128853.632812 112 122695.617188 113 59017.117188 114 38494.125000 115 20848.472656 116 19343.607422 117 19246.392578 118 7974.822266 119 123390.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Cota-Parte do ITR,SARIMAX,1.285759449005127,"68 179990.984375 69 176094.750000 70 179450.093750 71 188251.375000 72 192722.578125 73 193432.812500 74 193472.671875 75 195013.593750 76 194513.390625 77 222315.546875 78 181240.906250 79 181240.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Coxilha - RS,Transferencias LC 61_1989,HWES,0.9451236724853516,"108 11172.256836 109 9573.482422 110 9388.659180 111 10029.695312 112 10175.554688 113 10965.661133 114 10952.408203 115 11562.962891 116 11724.723633 117 11412.169922 118 10890.663086 119 11516.061523 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,IPTU,Prophet,0.8536458015441895,"99 9067.902344 100 8439.365234 101 8916.810547 102 8904.453125 103 8640.634766 104 36281.902344 105 181024.031250 106 22517.125000 107 22517.125000 108 25985.101562 109 25985.101562 110 26105.410156 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,ISS,XGBoost,1.6891756057739258,"108 28584.847656 109 29634.378906 110 28461.091797 111 28422.550781 112 28584.847656 113 28422.550781 114 28584.847656 115 29808.013672 116 28582.568359 117 23327.439453 118 27896.609375 119 27735.560547 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,ITBI,Prophet,0.9452176094055176,"107 44303.859375 108 37089.898438 109 38056.781250 110 69705.953125 111 109152.929688 112 168969.125000 113 139014.593750 114 101588.507812 115 68138.304688 116 89399.484375 117 68157.078125 118 88160.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,IRRF,XGBoost,0.8256723880767822,"96 178561.468750 97 105016.625000 98 110569.960938 99 178561.468750 100 105007.312500 101 105007.312500 102 105016.625000 103 105007.312500 104 105017.445312 105 105016.625000 106 105007.312500 107 178560.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do FPM,HWES,0.8446292877197266,"108 1295353.375 109 1894079.750 110 1046421.375 111 1140957.375 112 1296089.375 113 1293658.750 114 1296089.375 115 1046421.375 116 1046421.375 117 986742.000 118 1296089.375 119 1894079.750 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ICMS,SES,0.8014144897460938,"108 1321656.500 109 1280405.000 110 1149901.375 111 1285206.625 112 1298934.750 113 1138292.000 114 1138397.125 115 1290614.875 116 1285206.625 117 1292305.250 118 1138262.000 119 1281255.500 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do IPVA,AR,1.2872636318206787,"108 160995.968750 109 61172.699219 110 76826.945312 111 188705.765625 112 185175.453125 113 101177.890625 114 53504.660156 115 26755.525391 116 45373.671875 117 26922.001953 118 25407.517578 119 185416.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Cota-Parte do ITR,SARIMAX,1.185025930404663,"98 50994.011719 99 281153.062500 100 829808.875000 101 829756.687500 102 826604.812500 103 825409.562500 104 827175.562500 105 830267.062500 106 826331.500000 107 827184.937500 108 826057.500000 109 825445.562500 Name: Valor, dtype: float64" Prefeitura Municipal de Fortaleza dos Valos - RS,Transferencias LC 61_1989,XGBoost,0.45814085006713867,"48 9784.739258 49 11005.043945 50 11121.922852 51 12970.274414 52 11213.004883 53 12066.548828 54 9929.282227 55 11213.247070 56 12963.662109 57 9833.352539 58 11134.144531 59 9929.292969 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,IPTU,SARIMAX,1.2148587703704834,"79 19984.847656 80 7731.540039 81 16075.442383 82 8141.491699 83 15922.207031 84 15922.207031 85 10184.752930 86 31781.074219 87 9766.057617 88 9029.423828 89 9122.477539 90 14456.855469 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,ISS,MLP,2.1959877014160156,"84 38467.728486 85 40806.905296 86 41978.943259 87 44024.310111 88 47225.492441 89 49670.790686 90 52518.735028 91 54595.346506 92 57746.809308 93 64142.682496 94 61776.937492 95 69540.743313 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,ITBI,XGBoost,1.478867769241333,"83 14242.890625 84 11744.095703 85 15458.423828 86 11919.753906 87 14067.922852 88 12178.038086 89 12039.549805 90 16115.122070 91 12039.549805 92 15459.913086 93 13522.297852 94 16115.122070 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,IRRF,HWES,0.8393111228942871,"84 247420.421875 85 248001.609375 86 247253.812500 87 247253.812500 88 247253.812500 89 247253.812500 90 247253.812500 91 247420.421875 92 247420.421875 93 246940.828125 94 246940.828125 95 248819.546875 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do FPM,AR,0.843381404876709,"84 1235851.500 85 1893778.250 86 1086293.625 87 1157452.750 88 1235861.125 89 1255654.000 90 1235861.125 91 1086293.625 92 1086293.625 93 962611.500 94 1235861.125 95 1893778.250 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do ICMS,MLP,0.8767063617706299,"84 557013.172401 85 511341.623219 86 549415.183748 87 579856.855433 88 611855.757874 89 561811.905469 90 577984.093187 91 592177.708677 92 591096.928502 93 632305.996364 94 568871.284540 95 640564.652734 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do IPVA,XGBoost,0.9738466739654541,"84 125881.648438 85 77852.312500 86 104951.171875 87 130183.710938 88 130183.710938 89 38466.761719 90 67093.828125 91 15866.572266 92 16109.134766 93 16053.305664 94 11735.415039 95 127170.882812 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Cota-Parte do ITR,SARIMAX,0.9630882740020752,"81 306.781616 82 388.259491 83 403.109375 84 385.809357 85 385.963348 86 418.032562 87 384.408112 88 385.963348 89 4943.178711 90 6206.000000 91 498.026581 92 404.669159 Name: Valor, dtype: float64" Prefeitura Municipal de Caraá - RS,Transferencias LC 61_1989,HWES,0.6848311424255371,"72 5399.380371 73 5012.526367 74 5088.602539 75 5626.105957 76 5244.618164 77 5428.738770 78 5196.393555 79 5244.618164 80 5615.074219 81 5001.311035 82 5088.602539 83 5533.673828 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,IPTU,HWES,1.2354276180267334,"95 63518.457031 96 77793.273438 97 597617.937500 98 69401.859375 99 66793.101562 100 69581.460938 101 69573.132812 102 63689.855469 103 63689.855469 104 63319.203125 105 63319.203125 106 63319.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,ISS,XGBoost,0.8685593605041504,"96 180930.000000 97 168987.406250 98 180325.453125 99 185935.359375 100 185749.937500 101 185764.015625 102 185935.359375 103 207814.312500 104 207237.265625 105 207237.265625 106 181192.312500 107 199172.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,ITBI,XGBoost,2.0470707416534424,"92 579.974731 93 4518.854980 94 4446.359375 95 4333.612793 96 5048.537109 97 4780.826172 98 4568.045410 99 5161.433105 100 5572.638672 101 2816.007568 102 1671.920898 103 41416.464844 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,IRRF,XGBoost,1.0036718845367432,"96 96362.468750 97 96191.656250 98 96163.070312 99 96163.070312 100 96163.070312 101 96163.070312 102 96163.070312 103 96163.070312 104 96163.070312 105 153114.968750 106 96163.070312 107 152919.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do FPM,AR,0.8406815528869629,"108 1607373.625 109 2525025.500 110 1376677.250 111 1488356.875 112 1607379.375 113 1287953.625 114 2525025.500 115 1376677.250 116 1377750.250 117 1307569.625 118 1646033.875 119 2525025.500 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ICMS,HWES,0.8311378955841064,"108 747131.1875 109 695421.1250 110 720590.2500 111 773021.8750 112 782318.5000 113 764866.5625 114 768785.8750 115 778046.9375 116 778046.9375 117 783709.8750 118 758991.8750 119 781381.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do IPVA,AR,1.2501716613769531,"108 209934.250000 109 133991.671875 110 164111.437500 111 165274.750000 112 206061.093750 113 65631.250000 114 58478.601562 115 24282.957031 116 18121.041016 117 18121.041016 118 10702.694336 119 161434.046875 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Cota-Parte do ITR,SARIMAX,1.562251091003418,"97 154.263779 98 263.465729 99 372.956726 100 536.175415 101 68.601997 102 372.956726 103 448.204803 104 372.309418 105 440.518494 106 461.744080 107 194.770126 108 520.280334 Name: Valor, dtype: float64" Prefeitura Municipal de Capela de Santana - RS,Transferencias LC 61_1989,HWES,0.9983844757080078,"108 5522.687500 109 5873.858887 110 4860.515137 111 5194.878418 112 4827.989258 113 5355.200195 114 5354.567871 115 5338.919922 116 4820.473145 117 5438.656250 118 5476.320312 119 4863.624512 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,IPTU,XGBoost,1.4499454498291016,"105 169597.218750 106 234477.921875 107 234718.359375 108 234544.015625 109 234757.031250 110 232706.828125 111 232706.828125 112 78334.492188 113 358478.562500 114 127920.093750 115 77837.109375 116 66998.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,ISS,SES,0.8925740718841553,"108 62997.574219 109 68167.117188 110 63976.828125 111 62573.542969 112 68167.117188 113 62698.968750 114 68167.117188 115 68167.117188 116 60807.726562 117 68119.476562 118 60807.726562 119 68167.117188 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,ITBI,HWES,0.9125375747680664,"106 8236.711914 107 8908.708984 108 5893.921875 109 969.429626 110 2310.340088 111 3781.298096 112 1525.349731 113 4868.960938 114 -740.081970 115 -1430.912476 116 -429.204681 117 -1408.636353 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,IRRF,AR,1.5774812698364258,"107 19315.371094 108 115236.843750 109 115236.867188 110 115236.867188 111 115236.843750 112 115236.867188 113 115236.867188 114 115236.867188 115 115236.867188 116 115236.867188 117 115236.867188 118 115236.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do FPM,HWES,0.8716630935668945,"108 1.243666e+06 109 1.893924e+06 110 1.075493e+06 111 1.148330e+06 112 1.244508e+06 113 1.288779e+06 114 1.244508e+06 115 1.075493e+06 116 1.075493e+06 117 9.522887e+05 118 1.244508e+06 119 1.893924e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do ICMS,HWES,1.1960046291351318,"108 1.070244e+06 109 1.027742e+06 110 1.074880e+06 111 1.135549e+06 112 1.150820e+06 113 1.074360e+06 114 1.134128e+06 115 1.168120e+06 116 1.168120e+06 117 1.135549e+06 118 1.150820e+06 119 1.116170e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do IPVA,XGBoost,1.2788031101226807,"108 149374.312500 109 91963.187500 110 45411.660156 111 100803.023438 112 44938.351562 113 23406.187500 114 23260.998047 115 23260.998047 116 14183.723633 117 14552.790039 118 9218.914062 119 180106.015625 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Cota-Parte do ITR,AR,0.9981429576873779,"72 53.096375 73 58.108154 74 80.152542 75 62.876652 76 375.261993 77 132.377258 78 571.897278 79 -10.634071 80 -56.386284 81 152.250366 82 48.401619 83 28.194826 Name: Valor, dtype: float64" Prefeitura Municipal de Imigrante - RS,Transferencias LC 61_1989,HWES,1.0236937999725342,"108 9066.162109 109 8756.146484 110 9222.025391 111 10577.681641 112 9137.341797 113 10262.172852 114 9023.958984 115 9097.007812 116 9449.176758 117 9722.229492 118 9799.383789 119 9588.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,IPTU,SARIMAX,1.2641677856445312,"60 1981.710449 61 10445.363281 62 30856.949219 63 7022.426758 64 2043.136475 65 1749.138184 66 1578.129150 67 1577.801636 68 1494.750122 69 6972.609375 70 1494.750122 71 1494.750122 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,ISS,XGBoost,0.7198441028594971,"60 6396.324707 61 6374.758301 62 6765.473145 63 6939.373047 64 6609.176270 65 6773.373047 66 8322.981445 67 6773.373047 68 8149.102051 69 8148.529785 70 6765.478027 71 6764.930176 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,ITBI,XGBoost,0.8888750076293945,"60 6333.140137 61 21585.902344 62 116832.976562 63 116501.632812 64 116737.726562 65 116805.132812 66 116832.976562 67 116737.726562 68 116737.726562 69 116737.953125 70 116256.484375 71 116838.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,IRRF,AR,1.426628828048706,"60 1231.886108 61 1064.417847 62 1241.727783 63 1943.370728 64 1231.886108 65 1105.052002 66 1319.447510 67 1041.850830 68 1241.647095 69 1171.346680 70 1105.052002 71 1041.850830 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do FPM,SARIMAX,0.8167967796325684,"60 831474.1875 61 839884.8750 62 793060.1250 63 793052.5625 64 854883.7500 65 817777.7500 66 620233.8125 67 817770.5000 68 649165.8750 69 620233.8125 70 766211.3125 71 854883.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ICMS,SARIMAX,0.6032588481903076,"60 258857.593750 61 258857.593750 62 242991.734375 63 382337.156250 64 265145.031250 65 242991.734375 66 382303.687500 67 242931.031250 68 242991.734375 69 382337.156250 70 242991.734375 71 382337.156250 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do IPVA,SARIMAX,1.0320768356323242,"60 33889.242188 61 16249.665039 62 18260.773438 63 30164.660156 64 16246.744141 65 10974.786133 66 12254.577148 67 11987.509766 68 12370.521484 69 11987.509766 70 11987.509766 71 33985.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Dezesseis de Novembro - RS,Cota-Parte do ITR,HWES,1.1416521072387695,"60 881.996643 61 816.971741 62 816.744812 63 881.463379 64 1101.413940 65 1101.413940 66 828.161316 67 819.916382 68 1096.383667 69 9628.512695 70 1096.383667 71 1101.413940 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,IPTU,XGBoost,1.6317853927612305,"101 67384.718750 102 113007.007812 103 39174.105469 104 81654.187500 105 59934.621094 106 189399.562500 107 191737.328125 108 181116.890625 109 47708.523438 110 48949.003906 111 41978.406250 112 343441.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,ISS,SARIMAX,0.9646124839782715,"108 134187.953125 109 135752.890625 110 128123.421875 111 131537.375000 112 143598.718750 113 128631.445312 114 362671.406250 115 371823.062500 116 376070.062500 117 370613.812500 118 364250.531250 119 375444.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,ITBI,XGBoost,1.395293951034546,"102 35629.886719 103 35809.628906 104 35522.066406 105 35555.183594 106 35183.265625 107 35522.066406 108 35389.679688 109 35629.515625 110 139572.921875 111 274452.218750 112 139572.921875 113 168808.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,IRRF,XGBoost,0.8200294971466064,"108 254357.656250 109 232086.453125 110 254357.656250 111 254357.656250 112 229978.937500 113 254357.656250 114 237114.453125 115 237114.453125 116 237114.453125 117 232086.453125 118 254357.656250 119 254357.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do FPM,AR,0.8407979011535645,"108 1700568.625 109 2527559.250 110 1459366.625 111 1531064.875 112 1706085.875 113 1689172.625 114 1706085.875 115 1459366.625 116 1459418.000 117 1269785.250 118 1706085.875 119 2527559.250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ICMS,XGBoost,0.8231701850891113,"108 1560108.250 109 1553528.625 110 1564844.625 111 1590777.500 112 1643630.625 113 1581406.750 114 1595707.500 115 1555216.125 116 1553688.875 117 1607468.375 118 1757794.625 119 1507209.250 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do IPVA,SARIMAX,0.8774802684783936,"108 231323.640625 109 114124.234375 110 203447.093750 111 231331.125000 112 300200.250000 113 113814.859375 114 103425.750000 115 35447.578125 116 59976.136719 117 231331.125000 118 28626.083984 119 246510.250000 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Cota-Parte do ITR,XGBoost,1.2022910118103027,"81 12578.136719 82 14372.422852 83 27018.251953 84 11990.397461 85 24752.720703 86 12003.070312 87 23901.320312 88 24978.060547 89 12579.118164 90 19155.724609 91 13191.006836 92 19523.298828 Name: Valor, dtype: float64" Prefeitura Municipal de Salto do Jacuí - RS,Transferencias LC 61_1989,AR,1.0965020656585693,"48 13128.187500 49 14572.063477 50 14707.785156 51 15055.645508 52 14786.838867 53 15061.639648 54 15025.945312 55 14786.838867 56 14789.855469 57 14234.944336 58 14789.855469 59 15189.042969 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,IPTU,MLP,1.2248966693878174,"108 9.400647e+06 109 4.785094e+07 110 1.014323e+07 111 7.745877e+06 112 4.636989e+06 113 8.340040e+06 114 3.410574e+06 115 7.815064e+06 116 3.085304e+06 117 7.317236e+06 118 3.894184e+06 119 7.532851e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,ISS,SARIMAX,0.8085746765136719,"108 1724994.125 109 1724994.125 110 1724994.125 111 1724994.125 112 1725340.875 113 1724719.125 114 1695347.625 115 1708481.625 116 1724994.125 117 1715673.000 118 1724994.125 119 1724994.125 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,ITBI,MLP,0.7858190536499023,"108 2.942421e+06 109 2.864847e+06 110 2.919059e+06 111 2.766897e+06 112 2.948890e+06 113 2.643100e+06 114 2.621002e+06 115 2.781889e+06 116 2.877669e+06 117 3.012080e+06 118 2.855173e+06 119 2.940519e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,IRRF,MLP,1.142103910446167,"108 2.062648e+06 109 1.931074e+06 110 2.020809e+06 111 1.978976e+06 112 1.984964e+06 113 1.982340e+06 114 1.972745e+06 115 2.097706e+06 116 2.173653e+06 117 2.136142e+06 118 2.156673e+06 119 3.228698e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do FPM,AR,0.9769771099090576,"108 5543627.00 109 7575075.50 110 5265191.50 111 5976083.50 112 5543627.00 113 5495604.50 114 7575075.50 115 5832688.50 116 3343135.25 117 6542466.00 118 5543627.00 119 7575075.50 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ICMS,HWES,0.8724663257598877,"108 2371011.75 109 2261451.00 110 2289586.50 111 2503741.00 112 2462076.00 113 2277425.00 114 2503741.00 115 2448921.50 116 2448921.50 117 2491627.00 118 2275215.75 119 2427382.25 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do IPVA,AR,1.2916698455810547,"108 1.404670e+06 109 1.476172e+06 110 1.418159e+06 111 1.407829e+06 112 1.490893e+06 113 1.349625e+06 114 8.966774e+05 115 7.162199e+05 116 4.062907e+05 117 4.062907e+05 118 2.457575e+05 119 1.462583e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Cota-Parte do ITR,MLP,1.339745283126831,"99 1115.057085 100 1200.204206 101 1233.137616 102 1296.976840 103 1364.117515 104 5049.571685 105 1460.755819 106 1639.627728 107 2102.262427 108 29682.411168 109 1933.398628 110 1507.928463 Name: Valor, dtype: float64" Prefeitura Municipal de Capão da Canoa - RS,Transferencias LC 61_1989,HWES,1.2290008068084717,"90 17130.226562 91 14713.013672 92 16922.916016 93 15920.382812 94 15800.681641 95 17804.824219 96 18907.849609 97 15999.026367 98 15969.268555 99 17303.615234 100 16318.651367 101 16850.533203 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,IPTU,HWES,1.4146995544433594,"93 2202.498047 94 6090.869141 95 67296.867188 96 77566.117188 97 77566.156250 98 71672.906250 99 9881.046875 100 9881.046875 101 9481.279297 102 13516.002930 103 12466.216797 104 12132.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,ISS,XGBoost,0.6410000324249268,"96 43539.925781 97 44987.089844 98 46487.644531 99 55032.761719 100 45892.644531 101 43795.562500 102 50466.906250 103 44450.894531 104 50280.316406 105 49175.082031 106 47062.707031 107 45278.964844 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,ITBI,XGBoost,1.3212807178497314,"96 19559.697266 97 28141.302734 98 28153.490234 99 30368.593750 100 26681.375000 101 27530.519531 102 13919.728516 103 30893.703125 104 30044.572266 105 31098.136719 106 20083.074219 107 29596.576172 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,IRRF,MLP,1.7780005931854248,"96 81071.482837 97 86657.118056 98 91589.172304 99 97233.528923 100 103597.040832 101 110635.048285 102 117874.057617 103 124719.421716 104 132580.398407 105 141552.656535 106 150999.913660 107 158550.022340 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do FPM,SARIMAX,1.0444731712341309,"96 1.356828e+06 97 1.811506e+06 98 1.050892e+06 99 1.356828e+06 100 1.777709e+06 101 1.356828e+06 102 1.811506e+06 103 1.356828e+06 104 1.312352e+06 105 1.016728e+06 106 1.811638e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ICMS,XGBoost,0.7956438064575195,"96 620887.1250 97 742883.4375 98 749502.5000 99 746160.1875 100 757820.7500 101 797442.1250 102 640691.6250 103 742883.4375 104 648605.6875 105 628648.2500 106 628727.4375 107 749502.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do IPVA,XGBoost,0.8325588703155518,"96 188187.796875 97 37678.371094 98 142515.328125 99 186269.250000 100 175699.968750 101 36142.066406 102 33880.238281 103 18349.218750 104 13185.272461 105 11977.177734 106 12353.472656 107 188187.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Cota-Parte do ITR,AR,1.565316915512085,"92 6873.162598 93 6965.055664 94 6920.729980 95 6815.198242 96 6965.055664 97 7150.091309 98 7910.652344 99 7009.306152 100 197677.531250 101 214055.093750 102 15643.299805 103 9055.106445 Name: Valor, dtype: float64" Prefeitura Municipal de Formigueiro - RS,Transferencias LC 61_1989,AR,0.9777560234069824,"96 10257.329102 97 8100.248535 98 8598.797852 99 8079.093750 100 8732.082031 101 8745.444336 102 7826.772461 103 6865.409180 104 7499.155762 105 7762.064453 106 6525.064453 107 8402.438477 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,IPTU,SARIMAX,1.7300488948822021,"91 3.091745e+05 92 9.023986e+05 93 -4.009548e+05 94 -5.094626e+05 95 -3.085224e+05 96 2.847215e+05 97 1.965992e+06 98 1.965744e+06 99 1.663508e+05 100 -1.288307e+05 101 1.699171e+05 102 -1.010082e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,ISS,MLP,0.860210657119751,"96 7.208257e+06 97 7.549480e+06 98 7.857536e+06 99 8.158554e+06 100 8.459902e+06 101 8.482807e+06 102 8.377852e+06 103 8.461673e+06 104 8.554183e+06 105 8.826029e+06 106 9.135571e+06 107 9.379359e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,ITBI,SARIMAX,0.855637788772583,"96 48159.144531 97 51478.671875 98 116485.226562 99 112046.476562 100 56992.351562 101 57433.082031 102 56344.871094 103 55621.523438 104 54031.066406 105 28770.759766 106 45469.867188 107 33174.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,IRRF,Prophet,0.796410322189331,"96 1500326.625 97 1536046.750 98 1536046.750 99 1424805.500 100 1249056.125 101 2859368.250 102 1536046.750 103 1331729.250 104 1331729.250 105 1331729.250 106 1331729.250 107 2859368.250 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do FPM,XGBoost,0.7913289070129395,"96 3019885.25 97 4204344.50 98 2500848.25 99 3019885.25 100 4213774.50 101 3019885.25 102 4204344.50 103 3019885.25 104 2601272.50 105 2601272.50 106 4213774.50 107 4229048.00 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do ICMS,AR,1.1513159275054932,"96 11385559.0 97 13043207.0 98 12110860.0 99 13912414.0 100 12605056.0 101 12953833.0 102 13325947.0 103 12822257.0 104 12456551.0 105 12020903.0 106 11878887.0 107 14406217.0 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do IPVA,XGBoost,1.2363717555999756,"96 787519.250000 97 532203.000000 98 528928.437500 99 792162.062500 100 714680.750000 101 363485.843750 102 244661.562500 103 159952.718750 104 103848.156250 105 74303.273438 106 54768.121094 107 789418.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Cota-Parte do ITR,HWES,1.524364709854126,"96 4890.224121 97 118373.000000 98 8456.357422 99 8381.744141 100 8813.575195 101 8813.575195 102 8813.575195 103 6572.240723 104 17105.226562 105 131862.703125 106 2140.911621 107 7039.744141 Name: Valor, dtype: float64" Prefeitura Municipal de Triunfo - RS,Transferencias LC 61_1989,SARIMAX,0.847121000289917,"96 275989.625000 97 257428.046875 98 260325.953125 99 269086.500000 100 270514.906250 101 272067.093750 102 260912.062500 103 262245.968750 104 266963.562500 105 268293.812500 106 262245.968750 107 239274.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,IPTU,SARIMAX,0.9091768264770508,"95 59061.843750 96 53800.988281 97 260920.593750 98 260920.593750 99 51892.660156 100 61626.660156 101 60922.140625 102 60922.140625 103 58868.140625 104 58468.867188 105 59135.398438 106 56263.722656 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,ISS,XGBoost,1.321594476699829,"96 98185.039062 97 96294.203125 98 86679.718750 99 98185.039062 100 86679.210938 101 98185.039062 102 98185.039062 103 98185.039062 104 86679.695312 105 98185.039062 106 98185.039062 107 98185.039062 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,ITBI,Prophet,1.4532649517059326,"96 2.530719e+04 97 3.758355e+04 98 9.736119e+04 99 1.430955e+06 100 1.438097e+06 101 1.438097e+06 102 1.438097e+06 103 1.436660e+06 104 1.435071e+06 105 1.434596e+06 106 1.439833e+06 107 1.434038e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,IRRF,SARIMAX,0.9009394645690918,"96 100966.687500 97 93790.078125 98 103401.109375 99 95792.648438 100 96244.304688 101 96244.304688 102 95792.648438 103 103401.109375 104 96244.304688 105 157509.687500 106 95792.648438 107 157509.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do FPM,AR,0.7642121315002441,"96 1244327.625 97 1894038.750 98 1086282.375 99 1147070.375 100 1245108.375 101 1242322.125 102 1245096.625 103 1086282.375 104 1086282.375 105 938399.750 106 1245108.375 107 1894038.750 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ICMS,MLP,0.8275163173675537,"96 1.209818e+06 97 1.114757e+06 98 1.149372e+06 99 1.265588e+06 100 1.350403e+06 101 1.218117e+06 102 1.287264e+06 103 1.326162e+06 104 1.323427e+06 105 1.436278e+06 106 1.264554e+06 107 1.295879e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do IPVA,XGBoost,0.8796851634979248,"96 158969.031250 97 91462.539062 98 111020.335938 99 158969.218750 100 159932.437500 101 93131.585938 102 83596.953125 103 81032.179688 104 19769.298828 105 13415.644531 106 13415.644531 107 159763.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Cota-Parte do ITR,XGBoost,1.3147525787353516,"60 184228.531250 61 47217.171875 62 38948.398438 63 37223.593750 64 45736.769531 65 37560.195312 66 37223.593750 67 46962.769531 68 30300.544922 69 827978.750000 70 203613.609375 71 203613.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Manoel Viana - RS,Transferencias LC 61_1989,AR,0.9741220474243164,"96 12679.037109 97 11519.873047 98 12579.980469 99 13400.567383 100 11713.011719 101 13072.160156 102 13461.272461 103 11094.299805 104 11846.674805 105 12795.939453 106 12619.792969 107 12556.504883 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,IPTU,AR,1.3252816200256348,"99 26112.519531 100 61150.222656 101 332986.593750 102 25568.996094 103 21694.201172 104 21623.037109 105 19111.017578 106 23251.222656 107 19110.423828 108 11640.306641 109 11653.417969 110 11653.417969 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,ISS,MLP,0.8388638496398926,"104 38793.363290 105 35435.890207 106 36149.748395 107 37338.797074 108 41628.592855 109 36203.659243 110 37893.883529 111 39557.995614 112 37056.693815 113 36683.198293 114 35658.940396 115 34692.075511 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,ITBI,MLP,1.7068049907684326,"104 32079.140800 105 33796.154610 106 33062.900466 107 30729.641215 108 24537.769615 109 24303.868207 110 24724.869535 111 25435.468228 112 25279.662985 113 26463.200590 114 26992.130687 115 28547.520158 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,IRRF,Prophet,1.1700432300567627,"98 148343.578125 99 145846.937500 100 153088.937500 101 146523.078125 102 145738.328125 103 148113.156250 104 148768.421875 105 145846.937500 106 145359.734375 107 145742.968750 108 148343.578125 109 155282.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do FPM,HWES,0.8763000965118408,"104 1421036.125 105 2525024.750 106 1346703.625 107 1501411.875 108 1654895.250 109 1617974.625 110 2030304.375 111 1346703.625 112 1408523.625 113 1346605.000 114 1654895.250 115 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ICMS,MLP,0.8143761157989502,"104 739292.420167 105 741432.173779 106 775906.622717 107 768315.672933 108 817771.642687 109 742150.696376 110 779580.221964 111 786716.344559 112 799893.469986 113 862455.089925 114 767160.003493 115 847427.610024 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do IPVA,HWES,0.8327186107635498,"104 150120.453125 105 71177.226562 106 72404.171875 107 150115.781250 108 165653.593750 109 83068.031250 110 40482.207031 111 33431.070312 112 42863.691406 113 31454.550781 114 20990.140625 115 174210.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Cota-Parte do ITR,XGBoost,1.6889991760253906,"103 9246.383789 104 4041.402588 105 4013.127930 106 4628.579590 107 3976.528076 108 8574.872070 109 8407.749023 110 8550.408203 111 31291.501953 112 86655.500000 113 5364.235840 114 10484.700195 Name: Valor, dtype: float64" Prefeitura Municipal de Barros Cassal - RS,Transferencias LC 61_1989,XGBoost,1.0844483375549316,"104 7331.465332 105 7255.390137 106 6704.770020 107 7344.927246 108 7223.778320 109 6605.359863 110 7641.880859 111 7713.579590 112 6906.020020 113 6611.823730 114 7422.291016 115 7391.880859 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,IPTU,HWES,1.2203445434570312,"84 1.492845e+06 85 1.975013e+06 86 1.047787e+07 87 1.984214e+06 88 2.061923e+06 89 1.984301e+06 90 3.329375e+06 91 1.975013e+06 92 1.738395e+06 93 8.077890e+05 94 8.079250e+05 95 1.120658e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,ISS,XGBoost,0.8528096675872803,"84 2832474.50 85 2832474.50 86 2587121.25 87 2587121.25 88 2734243.50 89 2734243.50 90 2832474.50 91 2832474.50 92 2832474.50 93 2832474.50 94 2563006.50 95 2832474.50 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,ITBI,MLP,1.1228134632110596,"84 594747.585568 85 621170.842272 86 735785.736365 87 696027.924842 88 686130.025448 89 634533.275950 90 612948.723042 91 662673.756784 92 635879.493670 93 634698.587826 94 697223.740424 95 724022.316570 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,IRRF,HWES,0.7963149547576904,"84 2972799.25 85 2972799.25 86 2972799.25 87 2972799.25 88 2972799.25 89 2972799.25 90 2972799.25 91 2972799.25 92 2972799.25 93 2972799.25 94 2972799.25 95 2971501.00 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do FPM,AR,0.8533875942230225,"84 5276084.5 85 8213882.5 86 4872506.0 87 4998699.5 88 5289523.5 89 5395091.5 90 5289523.5 91 4872506.0 92 4893384.5 93 4212571.5 94 5289523.5 95 8213882.5 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ICMS,SES,0.7277021408081055,"84 7181647.0 85 6099043.0 86 6392921.5 87 6792045.0 88 6800562.5 89 7069840.0 90 6941025.0 91 6792041.5 92 6792041.5 93 6792045.0 94 6800562.5 95 7172598.0 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do IPVA,SARIMAX,1.1046972274780273,"84 3.688798e+06 85 1.149741e+06 86 1.228940e+06 87 2.556476e+06 88 3.405377e+06 89 9.227059e+05 90 7.564411e+05 91 5.417903e+05 92 3.669119e+05 93 2.749262e+05 94 1.841796e+05 95 3.716684e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Cota-Parte do ITR,XGBoost,1.1612133979797363,"84 2906.202393 85 2906.146729 86 4257.324219 87 9369.651367 88 2842.979248 89 31722.617188 90 4257.324219 91 7981.297363 92 7134.389648 93 7134.596191 94 8372.979492 95 8372.979492 Name: Valor, dtype: float64" Prefeitura Municipal de Santa Rosa - RS,Transferencias LC 61_1989,HWES,0.7265706062316895,"72 58025.496094 73 54261.644531 74 57074.187500 75 60186.039062 76 42143.281250 77 59923.988281 78 66559.710938 79 59560.574219 80 47706.097656 81 58265.191406 82 59923.988281 83 63736.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,IPTU,XGBoost,0.8318018913269043,"104 88295.453125 105 149973.234375 106 842158.437500 107 855857.187500 108 816281.000000 109 817537.187500 110 854001.375000 111 854001.375000 112 855380.187500 113 857665.625000 114 857068.937500 115 855295.125000 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,ISS,SARIMAX,0.792487621307373,"104 417688.62500 105 438086.15625 106 517694.96875 107 518423.43750 108 518423.50000 109 518423.50000 110 517694.96875 111 512257.21875 112 513956.65625 113 404674.59375 114 404503.00000 115 512257.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,ITBI,MLP,1.153710126876831,"102 369785.511032 103 399796.531367 104 427509.043932 105 453476.896833 106 480030.109425 107 504333.958618 108 530950.723622 109 586471.890061 110 570906.438963 111 625497.967371 112 524262.676500 113 569059.017082 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,IRRF,MLP,0.815629243850708,"104 474419.362392 105 587430.008903 106 484669.657712 107 586108.967013 108 612887.205834 109 649963.607085 110 562751.889407 111 680791.824549 112 598884.658773 113 688209.451148 114 704616.159048 115 836007.468309 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do FPM,MLP,0.7912507057189941,"102 3.724597e+06 103 4.509277e+06 104 3.513731e+06 105 3.762190e+06 106 3.979777e+06 107 3.862106e+06 108 4.465150e+06 109 3.607206e+06 110 3.665436e+06 111 3.578691e+06 112 4.055302e+06 113 5.212997e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ICMS,MLP,0.8769340515136719,"102 3.524632e+06 103 3.245884e+06 104 3.243265e+06 105 3.832673e+06 106 3.993847e+06 107 3.571326e+06 108 3.780289e+06 109 3.985867e+06 110 3.892857e+06 111 3.940824e+06 112 3.639077e+06 113 4.111832e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do IPVA,XGBoost,1.2717876434326172,"101 9.096405e+05 102 5.048707e+05 103 3.580989e+05 104 1.249431e+06 105 8.962964e+05 106 3.973190e+05 107 3.547701e+05 108 2.816185e+05 109 1.906618e+05 110 1.867826e+05 111 1.884042e+05 112 9.001941e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Cota-Parte do ITR,HWES,2.1596083641052246,"98 1.252536e+05 99 -1.662734e+04 100 1.654812e+04 101 8.722853e+04 102 2.064455e+05 103 -1.134475e+05 104 2.131228e+04 105 -1.134840e+05 106 3.499426e+05 107 2.403569e+06 108 4.332377e+05 109 4.350667e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Rosário do Sul - RS,Transferencias LC 61_1989,XGBoost,0.8548417091369629,"91 34891.433594 92 30593.812500 93 32737.693359 94 40682.187500 95 32678.443359 96 36882.437500 97 33314.082031 98 32757.730469 99 37623.039062 100 37179.167969 101 32822.625000 102 34558.871094 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,IPTU,AR,1.4538638591766357,"100 2445.416504 101 2527.593262 102 1671.757080 103 4147.837891 104 2559.633057 105 6824.516602 106 7184.255859 107 4329.731445 108 4007.504639 109 15565.358398 110 -1618.466553 111 -2432.370605 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,ISS,SARIMAX,0.8484070301055908,"108 79183.437500 109 79307.296875 110 79613.898438 111 80187.921875 112 80187.921875 113 80187.921875 114 80187.921875 115 80187.921875 116 79183.437500 117 79183.617188 118 79183.617188 119 80187.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,ITBI,MLP,1.1081759929656982,"104 39864.363448 105 38459.147330 106 39912.492701 107 40966.668949 108 39130.378732 109 36312.111434 110 36814.010310 111 35786.770984 112 34074.956398 113 35401.924834 114 37626.596961 115 38658.154426 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,IRRF,XGBoost,1.522524118423462,"106 93686.062500 107 91016.242188 108 96869.078125 109 103859.578125 110 103859.578125 111 103859.578125 112 103859.578125 113 103859.578125 114 103859.578125 115 103859.578125 116 103859.578125 117 103859.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do FPM,HWES,0.7243726253509521,"108 1420342.375 109 1893768.750 110 1166455.750 111 1259046.875 112 1553789.250 113 1401476.375 114 1553789.250 115 1166455.750 116 1167373.125 117 983320.375 118 1553789.250 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ICMS,HWES,0.8253836631774902,"108 785905.8125 109 686242.3125 110 686473.1250 111 704902.3125 112 755123.1875 113 784446.0625 114 705964.1250 115 695491.0625 116 695225.7500 117 880121.4375 118 937537.3750 119 697286.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do IPVA,XGBoost,1.1209282875061035,"106 114387.656250 107 69271.687500 108 113597.671875 109 111074.593750 110 69819.734375 111 23372.652344 112 14374.903320 113 7330.200195 114 7560.471680 115 14374.967773 116 6004.703613 117 129386.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Cota-Parte do ITR,XGBoost,1.5793051719665527,"104 2279.990479 105 2255.798584 106 11661.821289 107 11662.395508 108 11566.841797 109 11590.896484 110 11645.588867 111 11640.766602 112 13505.498047 113 12725.062500 114 3939.689941 115 1190.413696 Name: Valor, dtype: float64" Prefeitura Municipal de Campestre da Serra - RS,Transferencias LC 61_1989,XGBoost,0.9372773170471191,"60 6372.286621 61 6231.981934 62 6265.786133 63 6372.286621 64 5201.862305 65 5201.862305 66 5201.862305 67 5201.862305 68 5250.276855 69 5250.276855 70 5201.862305 71 5201.862305 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,IPTU,SARIMAX,0.9365026950836182,"107 34473.410156 108 34486.964844 109 22839.947266 110 62335.089844 111 46645.632812 112 48630.093750 113 17810.650391 114 69293.156250 115 49998.781250 116 17308.527344 117 65438.609375 118 9096.927734 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,ISS,SARIMAX,1.0081202983856201,"108 94170.960938 109 93243.867188 110 93243.867188 111 93512.804688 112 93514.890625 113 93514.890625 114 93514.890625 115 93525.476562 116 93512.804688 117 93517.375000 118 93514.890625 119 93084.164062 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,ITBI,XGBoost,1.6308236122131348,"105 10367.695312 106 12595.863281 107 13440.003906 108 10828.532227 109 10367.695312 110 16103.536133 111 14008.536133 112 16103.536133 113 10367.695312 114 12556.178711 115 10402.409180 116 22070.654297 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,IRRF,XGBoost,0.8530824184417725,"90 170818.750000 91 175011.546875 92 169512.453125 93 169512.453125 94 174530.796875 95 171643.062500 96 174530.796875 97 174530.796875 98 169213.625000 99 174532.265625 100 175011.546875 101 174532.171875 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do FPM,HWES,0.8553571701049805,"107 1.236234e+06 108 1.893776e+06 109 1.034121e+06 110 1.150644e+06 111 1.236241e+06 112 1.270082e+06 113 1.236241e+06 114 1.034121e+06 115 1.033626e+06 116 9.589746e+05 117 1.236241e+06 118 1.893776e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do ICMS,HWES,0.8503665924072266,"108 707774.8125 109 653546.6250 110 672930.2500 111 736638.3125 112 850430.9375 113 835279.0000 114 832048.1875 115 781825.0000 116 832048.1875 117 799780.7500 118 781825.0000 119 799780.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do IPVA,XGBoost,0.8475267887115479,"108 165184.218750 109 156903.250000 110 192608.703125 111 206178.265625 112 192608.703125 113 61167.792969 114 63390.867188 115 250522.687500 116 20639.152344 117 16856.205078 118 12987.420898 119 213430.515625 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Cota-Parte do ITR,XGBoost,1.5149576663970947,"107 324.447266 108 3649.288818 109 297.856018 110 455.949402 111 448.264069 112 334.742523 113 527.715576 114 1437.149170 115 9298.145508 116 12470.053711 117 1335.333496 118 1243.806152 Name: Valor, dtype: float64" Prefeitura Municipal de Maquiné - RS,Transferencias LC 61_1989,AR,1.0975868701934814,"96 8609.850586 97 4887.119141 98 4925.112793 99 4283.158203 100 4614.278809 101 4471.087402 102 5992.686035 103 5198.314453 104 4606.971680 105 7386.269043 106 4925.320801 107 6706.192383 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,IPTU,AR,1.2770795822143555,"79 28888.490234 80 3912.737061 81 1773.896729 82 37443.191406 83 28753.953125 84 30511.115234 85 30510.667969 86 8608.922852 87 27989.841797 88 24397.943359 89 23415.621094 90 2182.947998 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,ISS,XGBoost,1.3361315727233887,"92 15071.516602 93 11232.295898 94 10427.583984 95 12476.235352 96 11043.556641 97 15865.671875 98 11948.885742 99 11948.885742 100 11123.519531 101 12378.281250 102 11922.425781 103 11913.178711 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,ITBI,AR,1.1553173065185547,"92 345.300842 93 3378.478760 94 3929.695557 95 3436.536133 96 3309.532959 97 3152.109375 98 5393.713379 99 7873.700195 100 9468.311523 101 13077.095703 102 10819.050781 103 26237.355469 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,IRRF,Prophet,0.7298896312713623,"68 21111.779297 69 28189.935547 70 28189.935547 71 21244.199219 72 21111.779297 73 21111.779297 74 21111.779297 75 21244.199219 76 20843.826172 77 21111.779297 78 21111.779297 79 21244.199219 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do FPM,HWES,0.8121805191040039,"82 1872629.000 83 1842609.750 84 1872005.375 85 1866189.875 86 1872629.375 87 1866188.875 88 1849572.375 89 1872005.375 90 1872005.375 91 1866886.500 92 1872629.375 93 1842609.750 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ICMS,MLP,0.8413279056549072,"92 306146.511490 93 290760.353400 94 296264.615382 95 315930.190865 96 330308.305315 97 307076.056397 98 314029.436321 99 319561.239160 100 318766.802867 101 337233.048618 102 289685.172128 103 334943.772706 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do IPVA,MLP,1.3417654037475586,"91 49230.726343 92 22058.185437 93 24952.276605 94 41792.493766 95 26087.939386 96 16391.555121 97 16031.724300 98 14182.400556 99 16486.455269 100 15219.541393 101 16584.859456 102 45434.130857 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Cota-Parte do ITR,XGBoost,1.7449870109558105,"76 278.803619 77 6049.339844 78 10633.809570 79 10604.583008 80 10496.297852 81 10604.804688 82 10541.528320 83 10634.016602 84 10492.545898 85 10495.000000 86 10535.309570 87 10629.442383 Name: Valor, dtype: float64" Prefeitura Municipal de Floriano Peixoto - RS,Transferencias LC 61_1989,XGBoost,1.07704496383667,"92 3252.338379 93 2959.519287 94 3178.490723 95 3649.031006 96 3340.158447 97 3484.302246 98 3156.914795 99 2840.708740 100 3062.021973 101 3489.696045 102 3176.181396 103 3047.543457 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,IPTU,AR,1.209810733795166,"108 780009.125000 109 781115.375000 110 89566.523438 111 33706.722656 112 39009.695312 113 37083.812500 114 45329.746094 115 89566.523438 116 37501.824219 117 33706.722656 118 40588.792969 119 37500.167969 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,ISS,XGBoost,0.8242714405059814,"108 223563.609375 109 221406.859375 110 221114.875000 111 221406.859375 112 173097.843750 113 182553.453125 114 182553.453125 115 182553.453125 116 182081.656250 117 182081.656250 118 182553.453125 119 182081.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,ITBI,MLP,0.8237636089324951,"108 51158.194348 109 53820.097420 110 53943.731301 111 64309.926987 112 61824.915222 113 58784.234040 114 55521.696654 115 58083.597775 116 51089.252683 117 56573.575261 118 62983.400785 119 61833.659334 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,IRRF,SARIMAX,0.9271504878997803,"108 527541.12500 109 236982.43750 110 313101.06250 111 352260.00000 112 352260.00000 113 313323.50000 114 328008.56250 115 327891.78125 116 327891.78125 117 352260.00000 118 327891.78125 119 527541.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do FPM,AR,0.8726565837860107,"108 1926349.750 109 3612579.500 110 2100487.500 111 1823368.250 112 2394522.000 113 2451821.250 114 3092420.250 115 1866987.125 116 1997037.250 117 1866987.125 118 2395532.250 119 3092420.250 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do ICMS,AR,1.019526720046997,"108 1576772.375 109 1408417.625 110 1450102.875 111 1437129.000 112 1567741.250 113 1494377.625 114 1515625.250 115 1639568.000 116 1639568.000 117 1608108.375 118 1663616.625 119 1663532.375 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do IPVA,HWES,1.406395435333252,"108 1.029408e+06 109 2.035270e+05 110 2.035270e+05 111 3.660877e+05 112 2.035270e+05 113 6.989993e+04 114 6.342895e+04 115 6.361850e+04 116 4.897590e+04 117 3.227251e+04 118 2.863746e+04 119 9.546386e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Cota-Parte do ITR,MLP,1.1447136402130127,"34 6791.042965 35 7904.401125 36 9474.534512 37 11101.774519 38 13356.726309 39 15705.682382 40 19042.220442 41 24789.108377 42 39210.106674 43 47123.262807 44 33086.190670 45 39025.568801 Name: Valor, dtype: float64" Prefeitura Municipal de Agudo - RS,Transferencias LC 61_1989,AR,1.06105637550354,"108 13587.250000 109 13118.632812 110 13894.627930 111 12826.936523 112 12635.099609 113 13735.893555 114 13964.905273 115 12790.467773 116 11496.495117 117 13682.026367 118 13739.078125 119 15056.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,IPTU,AR,1.4359936714172363,"104 11684.407227 105 2971.487793 106 142013.859375 107 14709.297852 108 12391.383789 109 324.145874 110 69.731300 111 -1667.479858 112 -1905.889404 113 269.451874 114 4891.461426 115 4891.461426 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,ISS,MLP,1.4050629138946533,"104 18226.532921 105 19462.836172 106 22025.068800 107 22390.715738 108 22978.784356 109 22205.115316 110 22447.072221 111 22607.588446 112 23333.320005 113 22117.161442 114 25250.939280 115 21845.169133 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,ITBI,XGBoost,1.4702749252319336,"104 16918.285156 105 23419.613281 106 10404.784180 107 14288.723633 108 18643.509766 109 19588.404297 110 23047.976562 111 15169.779297 112 15884.997070 113 20995.986328 114 22213.462891 115 22688.591797 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,IRRF,XGBoost,0.9233355522155762,"100 50249.355469 101 51123.167969 102 51123.167969 103 51123.167969 104 71747.437500 105 51123.167969 106 71747.437500 107 51123.167969 108 70865.312500 109 70862.937500 110 70865.312500 111 70862.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do FPM,MLP,1.241236686706543,"104 1.267318e+06 105 1.459743e+06 106 1.163193e+06 107 1.236721e+06 108 1.300710e+06 109 1.265025e+06 110 1.410377e+06 111 1.188482e+06 112 1.205464e+06 113 1.179411e+06 114 1.320390e+06 115 1.662362e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ICMS,SARIMAX,0.9299359321594238,"104 792041.3125 105 774369.3125 106 789031.3750 107 793779.5000 108 791107.8750 109 792041.3125 110 787918.6250 111 793021.0625 112 788664.8125 113 791107.8750 114 793021.0625 115 791107.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do IPVA,MLP,1.2216200828552246,"104 135473.437352 105 43017.857953 106 60722.174779 107 86282.233571 108 69393.120697 109 40244.835786 110 35898.134072 111 73514.618160 112 24954.301182 113 26889.877746 114 25186.105398 115 108597.808804 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Cota-Parte do ITR,MLP,1.142162561416626,"91 2554.398608 92 2574.767628 93 2588.495132 94 2613.996064 95 2634.552363 96 2674.069724 97 3655.242634 98 2648.378137 99 3381.800413 100 4396.287580 101 2615.209610 102 2634.988102 Name: Valor, dtype: float64" Prefeitura Municipal de Jaboticaba - RS,Transferencias LC 61_1989,XGBoost,0.8411109447479248,"80 6038.297363 81 5008.071289 82 5253.300293 83 5537.791992 84 5212.231934 85 7008.124023 86 5988.571289 87 5213.469238 88 5184.335938 89 6781.557129 90 5191.162598 91 5892.773438 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,IPTU,SARIMAX,0.8197066783905029,"96 478907.6250 97 601458.8750 98 595457.2500 99 589386.9375 100 608592.1875 101 607844.7500 102 601458.8750 103 609432.6250 104 601458.8750 105 609434.0625 106 609432.6250 107 589386.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,ISS,HWES,0.9763128757476807,"96 506306.7500 97 506306.7500 98 500020.9375 99 506306.7500 100 506983.9375 101 506983.9375 102 506306.7500 103 506306.7500 104 500020.9375 105 506306.7500 106 506306.7500 107 507001.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,ITBI,MLP,0.9621999263763428,"96 43653.109583 97 48665.559654 98 46117.623330 99 48577.666959 100 50163.796610 101 51492.546287 102 56386.556165 103 49352.341462 104 57826.766882 105 51875.204157 106 43124.840789 107 40021.806273 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,IRRF,XGBoost,0.855149507522583,"96 253610.421875 97 246027.375000 98 246027.375000 99 246027.375000 100 246027.375000 101 246027.375000 102 246027.375000 103 246027.375000 104 246027.375000 105 253610.421875 106 246027.375000 107 253635.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do FPM,XGBoost,0.8300909996032715,"96 2079569.250 97 2278274.750 98 1744854.625 99 2079569.250 100 2265626.500 101 2079569.250 102 2025907.250 103 2079569.250 104 2025907.000 105 2025907.250 106 2265626.500 107 2265626.500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do ICMS,XGBoost,0.8233215808868408,"96 531444.31250 97 588657.25000 98 606030.56250 99 535873.62500 100 636750.43750 101 583427.25000 102 583394.87500 103 546861.81250 104 531370.81250 105 521363.53125 106 534343.68750 107 521363.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Cota-Parte do IPVA,XGBoost,0.807431697845459,"82 335744.968750 83 206609.125000 84 263303.718750 85 335744.968750 86 322184.218750 87 206609.125000 88 201714.843750 89 201729.843750 90 89443.132812 91 80737.968750 92 94429.421875 93 335744.968750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio dos Ratos - RS,Transferencias LC 61_1989,MLP,0.8448536396026611,"36 5855.865097 37 5635.721540 38 5867.894037 39 5729.295317 40 5444.564545 41 5890.848065 42 5757.341460 43 5710.821789 44 5685.241343 45 5864.721407 46 5692.784475 47 6190.830404 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,IPTU,HWES,1.555309772491455,"72 12022.453125 73 8051.182617 74 8052.100586 75 7436.315918 76 7436.315918 77 7436.315918 78 8136.462891 79 12198.253906 80 175600.281250 81 12760.893555 82 12011.356445 83 12028.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,ISS,XGBoost,1.1001296043395996,"108 74548.726562 109 37362.644531 110 74536.242188 111 73747.750000 112 74348.257812 113 73714.234375 114 74549.453125 115 74348.257812 116 74348.257812 117 73747.750000 118 74548.718750 119 74348.257812 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,ITBI,XGBoost,1.2764954566955566,"108 35607.566406 109 60924.507812 110 33839.148438 111 57072.734375 112 36133.390625 113 41142.464844 114 33519.175781 115 37147.058594 116 41157.492188 117 55831.890625 118 33449.222656 119 34824.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,IRRF,HWES,1.5136349201202393,"94 79988.203125 95 40518.753906 96 41410.738281 97 40518.753906 98 41501.011719 99 42336.812500 100 41296.359375 101 41296.359375 102 41296.359375 103 41296.359375 104 41296.359375 105 42447.363281 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do FPM,HWES,0.8936903476715088,"108 1207281.125 109 1844436.375 110 1052186.500 111 1129888.250 112 1224088.875 113 1243122.750 114 1224088.875 115 1052186.500 116 1052177.000 117 966619.250 118 1224088.875 119 1844438.375 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ICMS,HWES,0.8292136192321777,"108 851320.6875 109 735480.3125 110 739534.6875 111 849267.5000 112 843486.4375 113 842602.0000 114 849135.8750 115 857473.7500 116 857473.7500 117 857647.8750 118 891184.6250 119 857647.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do IPVA,AR,1.105018138885498,"108 161883.234375 109 61830.039062 110 73356.507812 111 187203.750000 112 173726.937500 113 29993.035156 114 39049.210938 115 11416.965820 116 11037.051758 117 11936.242188 118 11043.584961 119 185012.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Cota-Parte do ITR,XGBoost,1.808816909790039,"102 10062.660156 103 54128.980469 104 54931.976562 105 55141.378906 106 54934.781250 107 54938.929688 108 54929.718750 109 54958.113281 110 55245.308594 111 54939.285156 112 54599.121094 113 54599.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Ciríaco - RS,Transferencias LC 61_1989,SARIMAX,0.8810694217681885,"59 6173.041504 60 6161.752930 61 6174.722168 62 6173.077148 63 5001.354980 64 5001.354980 65 5001.354980 66 5001.354980 67 6161.752930 68 6180.021484 69 5001.354980 70 4971.437988 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,IPTU,HWES,1.2682850360870361,"108 1.803567e+05 109 3.263255e+05 110 2.293983e+06 111 2.293983e+06 112 3.262005e+05 113 3.479453e+05 114 3.538990e+05 115 4.396651e+05 116 2.505586e+05 117 2.968958e+05 118 1.390718e+05 119 8.175867e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,ISS,MLP,0.8620049953460693,"108 562263.898058 109 542001.486467 110 507548.383123 111 569143.407340 112 566986.121622 113 551266.603842 114 545110.680634 115 584900.735843 116 536998.703407 117 565701.130509 118 574149.557465 119 608670.259149 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,ITBI,MLP,0.9449312686920166,"108 277770.216393 109 361136.734666 110 361628.654755 111 367401.757956 112 315685.816460 113 459442.505385 114 269660.114848 115 331923.574644 116 304278.449692 117 292450.306162 118 294147.389368 119 288846.786117 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,IRRF,XGBoost,1.8400352001190186,"108 4.921556e+05 109 4.946622e+05 110 4.911006e+05 111 4.911006e+05 112 4.945558e+05 113 4.946622e+05 114 4.811992e+05 115 4.946622e+05 116 4.945558e+05 117 4.921196e+05 118 4.946622e+05 119 2.033260e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do FPM,HWES,1.2850470542907715,"108 3714993.00 109 5051310.00 110 3006328.25 111 3573975.25 112 3716254.00 113 3714468.50 114 3716254.00 115 3006328.25 116 3006580.00 117 2916747.00 118 3716254.00 119 5051310.00 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ICMS,HWES,0.90193772315979,"108 4092193.75 109 3999860.00 110 4111871.00 111 4174783.25 112 4357191.00 113 4198199.50 114 4313237.00 115 4386650.00 116 4385658.00 117 4180088.25 118 4190305.00 119 4180088.25 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do IPVA,SARIMAX,1.2918832302093506,"108 9.675942e+05 109 6.682474e+05 110 1.130560e+06 111 1.031255e+06 112 1.374293e+06 113 6.834123e+05 114 6.382492e+05 115 4.847684e+05 116 3.670169e+05 117 2.572678e+05 118 8.097896e+04 119 1.038579e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Cota-Parte do ITR,MLP,1.2791228294372559,"72 1.748853e+05 73 3.137653e+04 74 2.475193e+04 75 1.016802e+04 76 7.682961e+04 77 1.507100e+04 78 7.292416e+03 79 6.026550e+04 80 2.227968e+05 81 3.089105e+06 82 3.694403e+05 83 2.140693e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Palmeira das Missões - RS,Transferencias LC 61_1989,Prophet,0.8319642543792725,"84 26406.250000 85 36631.617188 86 40120.031250 87 33316.855469 88 24776.826172 89 29933.957031 90 30076.095703 91 39344.726562 92 37263.890625 93 26442.904297 94 40783.937500 95 27860.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,IPTU,HWES,1.1702582836151123,"107 25501.263672 108 55833.839844 109 59314.625000 110 99500.289062 111 79327.390625 112 59854.554688 113 32182.697266 114 25683.855469 115 24105.527344 116 25852.068359 117 25659.851562 118 54796.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,ISS,Prophet,1.031860113143921,"108 30405.091797 109 30827.166016 110 31178.566406 111 31364.818359 112 30827.166016 113 31000.076172 114 30827.166016 115 31144.509766 116 31178.566406 117 30827.166016 118 31332.414062 119 30827.166016 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,ITBI,XGBoost,1.4322545528411865,"101 16478.710938 102 11283.813477 103 18470.996094 104 14747.010742 105 11507.742188 106 17941.878906 107 18043.097656 108 21519.738281 109 21519.738281 110 21815.623047 111 14240.543945 112 16772.775391 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,IRRF,HWES,1.5828847885131836,"107 -21619.873047 108 -30266.011719 109 -27521.703125 110 -10469.603516 111 -10425.984375 112 -17811.162109 113 -17261.365234 114 -19215.195312 115 -18322.781250 116 -22916.388672 117 -22916.388672 118 -5948.720215 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do FPM,HWES,1.0192070007324219,"108 1.278431e+06 109 1.281605e+06 110 1.016847e+06 111 1.033854e+06 112 1.281605e+06 113 1.398107e+06 114 1.893769e+06 115 1.016847e+06 116 1.022712e+06 117 9.673652e+05 118 1.281605e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ICMS,HWES,1.0252702236175537,"108 431087.12500 109 409137.28125 110 382811.28125 111 413208.06250 112 437267.84375 113 418714.25000 114 424336.71875 115 424462.96875 116 424448.96875 117 455561.71875 118 467221.75000 119 448260.21875 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do IPVA,SARIMAX,1.1075081825256348,"106 92519.593750 107 220752.718750 108 220752.718750 109 153193.234375 110 205451.578125 111 220752.718750 112 161136.796875 113 169987.843750 114 167724.156250 115 93363.265625 116 92762.195312 117 220752.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Cota-Parte do ITR,XGBoost,1.361008882522583,"82 5500.541504 83 5706.542969 84 73772.476562 85 5500.541504 86 5450.952637 87 5160.974121 88 5514.040527 89 5500.541504 90 5450.952637 91 5160.974121 92 6046.289062 93 5279.394531 Name: Valor, dtype: float64" Prefeitura Municipal de Campos Borges - RS,Transferencias LC 61_1989,AR,0.8396551609039307,"48 4444.309082 49 4078.967773 50 4564.515625 51 4562.661133 52 4584.641113 53 4562.229004 54 4557.135742 55 4584.646973 56 4562.796875 57 4456.557129 58 4564.515625 59 4462.642578 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,IPTU,HWES,1.5137357711791992,"92 28136.509766 93 26171.470703 94 143086.750000 95 142939.828125 96 143334.171875 97 142939.828125 98 142880.296875 99 143379.750000 100 141745.015625 101 142879.578125 102 142870.781250 103 142880.296875 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,ISS,XGBoost,1.009080410003662,"96 122948.382812 97 129491.000000 98 137848.984375 99 122944.914062 100 122908.742188 101 129324.750000 102 106141.718750 103 125668.953125 104 126814.617188 105 145550.625000 106 116031.531250 107 112624.757812 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,ITBI,AR,0.9612219333648682,"96 22969.285156 97 103167.320312 98 25708.472656 99 33923.652344 100 22634.355469 101 26253.941406 102 15158.300781 103 15871.569336 104 42670.328125 105 43501.832031 106 23580.355469 107 33024.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,IRRF,AR,1.0059666633605957,"94 75661.054688 95 70976.351562 96 74761.796875 97 74761.796875 98 74761.796875 99 51898.648438 100 348182.968750 101 74761.796875 102 74761.796875 103 74761.796875 104 74761.796875 105 351059.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do FPM,HWES,0.8991470336914062,"96 1811503.25 97 1806281.75 98 1738217.25 99 1691304.50 100 1806281.75 101 1811503.25 102 1806281.75 103 1806281.75 104 1806281.75 105 1806281.75 106 1806281.75 107 1806281.75 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do ICMS,HWES,0.8172235488891602,"96 757684.4375 97 750002.1875 98 762669.7500 99 792015.6250 100 811802.5625 101 778737.7500 102 811802.5625 103 811802.1250 104 791892.7500 105 791892.7500 106 791896.7500 107 811918.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do IPVA,MLP,1.167104959487915,"83 52130.112324 84 59909.079824 85 69400.352873 86 80827.555194 87 94655.084505 88 126931.946930 89 151097.584834 90 139175.049611 91 138270.499408 92 159623.069666 93 183755.535346 94 237916.474552 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Cota-Parte do ITR,HWES,1.4553422927856445,"93 7619.827637 94 17195.730469 95 4876.173340 96 4792.967285 97 4412.134766 98 4743.705078 99 4220.934082 100 6241.091797 101 18020.150391 102 22145.470703 103 6457.748535 104 24564.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Quevedos - RS,Transferencias LC 61_1989,SES,0.6907634735107422,"42 11326.957031 43 11331.165039 44 11326.907227 45 11331.165039 46 11331.165039 47 11331.165039 48 11326.957031 49 11254.051758 50 11326.907227 51 11331.165039 52 11331.580078 53 11331.165039 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,IPTU,AR,1.567600965499878,"90 13011.527344 91 12949.412109 92 12978.495117 93 22726.382812 94 20876.431641 95 12982.133789 96 22726.382812 97 115440.570312 98 382011.500000 99 58727.566406 100 19429.263672 101 22719.669922 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,ISS,SARIMAX,1.0131034851074219,"108 51602.214844 109 55089.449219 110 55002.070312 111 64037.812500 112 64038.984375 113 55002.070312 114 64035.175781 115 64035.175781 116 64035.175781 117 64035.175781 118 64038.984375 119 64038.984375 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,ITBI,MLP,0.7574799060821533,"108 21990.448689 109 24716.854801 110 21534.653882 111 19492.312407 112 25990.621394 113 23827.480453 114 21252.776042 115 24070.080816 116 20639.426035 117 23831.025513 118 22479.407103 119 20864.015228 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,IRRF,MLP,1.2275631427764893,"108 58540.992409 109 58055.073336 110 58420.714691 111 59805.755936 112 61314.468842 113 61635.853010 114 62086.451324 115 64412.428595 116 65589.546288 117 68693.742826 118 73054.660471 119 80696.004315 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do FPM,HWES,0.8761935234069824,"108 1.212282e+06 109 1.893769e+06 110 1.066057e+06 111 1.127057e+06 112 1.212282e+06 113 1.244472e+06 114 1.212291e+06 115 1.066057e+06 116 1.066057e+06 117 9.264761e+05 118 1.212282e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ICMS,HWES,0.8710513114929199,"108 904906.6875 109 689324.0625 110 872115.5000 111 906263.1875 112 906482.1250 113 904906.6875 114 906263.1875 115 906482.1250 116 906301.1250 117 906482.1250 118 905196.5000 119 906482.1250 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do IPVA,AR,1.2363715171813965,"108 225866.031250 109 98045.171875 110 98045.171875 111 141442.734375 112 146118.281250 113 32507.207031 114 20881.056641 115 16792.611328 116 20881.056641 117 16792.611328 118 21953.398438 119 222755.234375 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Cota-Parte do ITR,XGBoost,1.5293474197387695,"99 718.855591 100 634.740051 101 703.766235 102 775.365234 103 655.014282 104 655.014282 105 703.766235 106 703.766235 107 11333.330078 108 11333.330078 109 775.578369 110 786.893555 Name: Valor, dtype: float64" Prefeitura Municipal de São João da Urtiga - RS,Transferencias LC 61_1989,HWES,0.9805078506469727,"96 7239.400391 97 6136.923340 98 7769.093262 99 7463.686523 100 7063.859863 101 7279.597168 102 7284.578613 103 7632.081055 104 8368.712891 105 7180.825195 106 7536.894043 107 7257.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,IPTU,Prophet,1.3661115169525146,"89 8112.076172 90 5305.975586 91 4415.719238 92 5351.365723 93 8193.105469 94 194424.453125 95 7996.473145 96 75668.726562 97 13077.590820 98 34209.496094 99 84134.773438 100 48152.351562 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,ISS,SARIMAX,0.9731044769287109,"96 74294.148438 97 74294.210938 98 72638.320312 99 74709.132812 100 74709.132812 101 74709.132812 102 72638.320312 103 71906.710938 104 74294.210938 105 74709.132812 106 72638.320312 107 71906.710938 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,ITBI,SES,0.9663901329040527,"92 13301.848633 93 16103.868164 94 15271.994141 95 16069.035156 96 13308.313477 97 15463.403320 98 13233.932617 99 14993.435547 100 15077.479492 101 12567.956055 102 15589.783203 103 17453.714844 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,IRRF,Prophet,0.9815578460693359,"95 216491.953125 96 216491.953125 97 216441.234375 98 216441.234375 99 216441.234375 100 213732.484375 101 216441.234375 102 216441.234375 103 216441.234375 104 214407.390625 105 215792.203125 106 214407.390625 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do FPM,MLP,0.870631217956543,"96 1.169409e+06 97 1.369312e+06 98 1.095558e+06 99 1.180621e+06 100 1.241194e+06 101 1.208802e+06 102 1.391363e+06 103 1.199584e+06 104 1.164804e+06 105 1.149026e+06 106 1.270157e+06 107 1.580894e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ICMS,XGBoost,0.6318683624267578,"96 578971.1250 97 577392.1250 98 598483.2500 99 579010.6875 100 592340.4375 101 579010.7500 102 579010.7500 103 577392.1875 104 561009.2500 105 554202.4375 106 554385.3750 107 594509.6250 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do IPVA,MLP,1.1372547149658203,"96 238692.184214 97 74030.451333 98 120768.601954 99 181606.911360 100 113175.214224 101 55441.596240 102 47564.475210 103 40847.664881 104 40367.865667 105 43258.589733 106 46474.436990 107 347068.740248 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Cota-Parte do ITR,SARIMAX,1.243910312652588,"93 204.290527 94 102.548653 95 818.516846 96 3642.867432 97 153.995621 98 24.091156 99 314.827881 100 314.827881 101 3781.959961 102 15260.522461 103 101.644035 104 63.076614 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão Santana - RS,Transferencias LC 61_1989,SARIMAX,0.8227455615997314,"72 5596.540039 73 4121.771484 74 3462.627686 75 3633.419434 76 3754.420410 77 4471.986328 78 4034.297607 79 845.736938 80 4072.922119 81 4249.055664 82 3806.788818 83 4068.259521 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,IPTU,SARIMAX,1.411954641342163,"97 -2509.306152 98 3524.286621 99 41777.882812 100 41513.421875 101 45259.937500 102 -1947.412964 103 -2462.141846 104 1161.707153 105 -3413.580811 106 8932.913086 107 -2527.943604 108 -2945.698730 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,ISS,XGBoost,1.2188749313354492,"104 17740.361328 105 17736.533203 106 17736.507812 107 17736.533203 108 16229.702148 109 15396.534180 110 17695.367188 111 17822.810547 112 17822.810547 113 17431.314453 114 17695.357422 115 22288.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,ITBI,SES,1.8495426177978516,"90 16297.800781 91 7023.941406 92 7822.187988 93 4575.519531 94 5367.918457 95 14765.249023 96 8504.904297 97 3752.086426 98 5944.289062 99 5104.740234 100 4860.628906 101 10422.010742 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,IRRF,SARIMAX,1.1189229488372803,"104 48547.128906 105 48643.453125 106 48643.453125 107 48643.453125 108 48643.453125 109 48643.453125 110 48643.453125 111 48643.453125 112 48643.453125 113 48643.453125 114 73548.187500 115 73547.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do FPM,HWES,0.9034407138824463,"104 1316275.250 105 1893809.875 106 1133404.000 107 1197327.250 108 1269646.250 109 1322139.125 110 1269646.250 111 1133404.000 112 1133965.125 113 1043132.625 114 1269646.250 115 1893809.875 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ICMS,SES,0.9023618698120117,"104 418482.90625 105 402725.18750 106 408417.68750 107 435546.90625 108 458571.56250 109 438073.68750 110 466305.15625 111 456908.28125 112 456908.28125 113 440585.46875 114 444791.31250 115 451583.40625 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do IPVA,XGBoost,1.2299396991729736,"104 35293.035156 105 29229.179688 106 19041.320312 107 29531.361328 108 32184.082031 109 19828.953125 110 8224.111328 111 11996.813477 112 8131.299316 113 4747.598633 114 2040.798706 115 41773.054688 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Cota-Parte do ITR,HWES,1.0930266380310059,"72 158.055664 73 363.651062 74 613.222351 75 613.222351 76 593.302673 77 425.838989 78 -436.526184 79 593.558167 80 83.909927 81 141.619431 82 336.464417 83 336.464417 Name: Valor, dtype: float64" Prefeitura Municipal de Bom Progresso - RS,Transferencias LC 61_1989,AR,0.8750455379486084,"104 3352.080322 105 3964.262451 106 3315.296875 107 3696.333984 108 3319.490479 109 4018.306885 110 4048.363037 111 3650.494629 112 3644.980469 113 3254.327393 114 3314.987793 115 3443.137207 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,IPTU,AR,2.008007764816284,"90 1.349013e+05 91 1.991009e+05 92 1.737042e+06 93 3.023443e+05 94 2.542733e+05 95 3.587314e+04 96 8.557877e+04 97 1.213579e+05 98 1.188976e+05 99 9.748859e+04 100 1.059224e+05 101 2.487999e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,ISS,SARIMAX,0.8743643760681152,"92 251549.234375 93 259472.640625 94 253444.062500 95 247505.421875 96 243031.468750 97 260296.578125 98 260296.578125 99 251235.046875 100 251235.046875 101 243031.468750 102 247505.421875 103 247505.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,ITBI,SES,0.7361814975738525,"92 88654.734375 93 103261.859375 94 90094.429688 95 90627.265625 96 92661.671875 97 88654.734375 98 99481.851562 99 83911.734375 100 81644.312500 101 96551.679688 102 78634.093750 103 93305.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,IRRF,SARIMAX,0.8858232498168945,"92 448057.53125 93 448144.53125 94 466050.34375 95 448057.53125 96 466050.34375 97 448057.53125 98 465495.78125 99 466050.34375 100 466050.34375 101 465837.56250 102 465837.56250 103 471597.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do FPM,SARIMAX,0.8486630916595459,"92 2746325.750 93 3221387.000 94 1751318.250 95 2746325.750 96 3221388.250 97 2746325.750 98 3221387.000 99 2746325.750 100 2059728.125 101 1831503.875 102 3221388.250 103 3221387.000 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do ICMS,XGBoost,0.8709249496459961,"92 1266982.750 93 1399144.875 94 1187177.125 95 1409902.500 96 1634301.750 97 1287874.625 98 1414396.375 99 1411734.750 100 1414390.875 101 1414390.875 102 1414738.750 103 1198524.125 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Cota-Parte do IPVA,MLP,1.170013427734375,"92 7.070663e+05 93 3.229890e+05 94 4.212656e+05 95 7.468660e+05 96 5.499700e+05 97 3.182155e+05 98 2.741556e+05 99 2.554750e+05 100 2.035676e+05 101 1.844652e+05 102 1.887440e+05 103 1.019752e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Espumoso - RS,Transferencias LC 61_1989,HWES,1.2700834274291992,"38 11106.541016 39 24004.957031 40 23956.726562 41 11106.541016 42 10921.301758 43 24000.816406 44 10475.392578 45 10475.392578 46 10477.875000 47 10477.875000 48 10475.392578 49 21191.820312 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,IPTU,SARIMAX,1.3811898231506348,"107 6281.009766 108 6229.853516 109 6229.853516 110 147379.859375 111 11612.467773 112 11241.185547 113 11129.762695 114 10126.483398 115 9824.543945 116 4626.955078 117 5498.796387 118 11188.600586 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,ISS,HWES,1.0583324432373047,"108 26194.716797 109 20813.804688 110 17049.367188 111 21782.865234 112 21782.931641 113 21428.599609 114 20813.804688 115 21523.933594 116 20993.382812 117 21782.865234 118 19156.291016 119 19156.291016 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,ITBI,SARIMAX,1.3933813571929932,"106 37342.363281 107 36605.757812 108 35658.140625 109 35595.781250 110 35595.781250 111 39448.300781 112 35483.347656 113 33876.542969 114 34182.484375 115 32388.255859 116 35497.730469 117 35369.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,IRRF,SARIMAX,1.0029175281524658,"108 70115.109375 109 78982.312500 110 70115.109375 111 64394.785156 112 70115.109375 113 124107.601562 114 83180.109375 115 70115.109375 116 83180.109375 117 83180.109375 118 124107.601562 119 124107.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do FPM,HWES,0.8850305080413818,"108 1406134.875 109 1586588.375 110 1063564.500 111 1374041.625 112 1406134.875 113 1388489.250 114 1406098.250 115 1063564.500 116 1063563.625 117 966072.875 118 1586588.375 119 1893768.750 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ICMS,HWES,0.8849501609802246,"108 902359.5625 109 889963.0000 110 886200.0000 111 888205.5625 112 922144.3750 113 898794.0000 114 922128.1250 115 922144.3750 116 922144.3750 117 920308.8125 118 891184.6250 119 886669.0625 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do IPVA,SARIMAX,1.325636386871338,"106 104553.125000 107 17367.275391 108 36674.062500 109 118545.234375 110 39522.382812 111 18102.648438 112 7155.317871 113 7090.531738 114 6195.954102 115 8774.757812 116 7202.999023 117 117531.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Cota-Parte do ITR,MLP,1.368133306503296,"86 10328.923555 87 6748.420056 88 5201.828583 89 6189.243000 90 7427.511838 91 9011.090817 92 10999.574030 93 13285.879409 94 12864.900444 95 9183.320212 96 8311.724753 97 9882.329821 Name: Valor, dtype: float64" Prefeitura Municipal de Estrela Velha - RS,Transferencias LC 61_1989,XGBoost,1.2129809856414795,"108 4805.236328 109 4144.129395 110 4456.394531 111 5332.260254 112 4861.580078 113 5308.612793 114 5239.058594 115 4730.563965 116 4851.446777 117 5114.186035 118 4477.467285 119 5206.947266 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,IPTU,AR,1.2415111064910889,"108 30808.888672 109 30809.314453 110 60201.910156 111 77633.914062 112 124659.515625 113 68234.171875 114 66180.578125 115 114665.250000 116 45628.882812 117 66105.007812 118 20880.072266 119 20880.072266 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,ISS,XGBoost,0.944904088973999,"108 91323.375000 109 76043.929688 110 85609.531250 111 84075.632812 112 101727.296875 113 85615.640625 114 93020.398438 115 85970.984375 116 94990.851562 117 83734.789062 118 97741.132812 119 97741.132812 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,ITBI,XGBoost,0.8585553169250488,"106 32149.400391 107 43300.957031 108 41618.253906 109 38757.589844 110 51710.011719 111 59193.156250 112 47147.640625 113 54535.910156 114 42472.406250 115 30744.960938 116 32089.109375 117 33923.449219 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,IRRF,SARIMAX,0.9014606475830078,"108 220956.796875 109 201303.140625 110 201303.140625 111 201303.140625 112 201303.140625 113 201303.140625 114 201303.140625 115 201303.140625 116 201303.140625 117 201303.140625 118 201303.140625 119 201303.140625 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do FPM,HWES,0.9039506912231445,"108 1351626.125 109 1893768.625 110 1081763.375 111 1120374.000 112 1351626.250 113 1115803.250 114 1351316.375 115 1081763.375 116 1079802.875 117 959667.250 118 1893768.625 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ICMS,HWES,0.74324631690979,"108 1352940.875 109 1280727.500 110 1287687.750 111 1388267.625 112 1392153.750 113 1380991.625 114 1388268.250 115 1388268.250 116 1400899.000 117 1400899.000 118 1381050.250 119 1395267.625 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do IPVA,AR,1.315506935119629,"108 272158.718750 109 139221.031250 110 181685.062500 111 272458.093750 112 205806.453125 113 66524.648438 114 30071.884766 115 16500.582031 116 17621.837891 117 17315.197266 118 10342.073242 119 261599.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Cota-Parte do ITR,SARIMAX,1.6572272777557373,"108 2238.201172 109 1742.942383 110 704.057068 111 704.057068 112 1135.887451 113 1612.160278 114 1078.222168 115 2185.763184 116 42393.511719 117 64910.953125 118 1491.132568 119 1321.951294 Name: Valor, dtype: float64" Prefeitura Municipal de Ajuricaba - RS,Transferencias LC 61_1989,HWES,1.0117378234863281,"108 11460.887695 109 9995.161133 110 10842.649414 111 11780.395508 112 10926.591797 113 11984.323242 114 11542.022461 115 11513.768555 116 12711.017578 117 14415.319336 118 11731.455078 119 11942.121094 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,IPTU,AR,1.0813133716583252,"90 3216.639160 91 1150.418091 92 2347.186523 93 24024.710938 94 3791.417725 95 5012.567383 96 1435.492554 97 2369.104736 98 12681.310547 99 2990.433350 100 1423.783325 101 5508.030273 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,ISS,XGBoost,1.1867079734802246,"96 18510.394531 97 18511.808594 98 18348.683594 99 18475.792969 100 18510.394531 101 18614.089844 102 18372.300781 103 18387.365234 104 18387.365234 105 18387.365234 106 18387.365234 107 18387.365234 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,ITBI,XGBoost,1.4288482666015625,"80 8488.530273 81 4170.756836 82 9536.971680 83 4041.798828 84 3375.580078 85 6338.798340 86 7509.285156 87 9493.025391 88 4178.203613 89 2731.012939 90 5291.260254 91 7093.123047 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,IRRF,MLP,1.375025987625122,"96 25051.362106 97 29600.647851 98 35559.446152 99 35021.760671 100 35830.305529 101 37533.328192 102 40146.942329 103 41877.187997 104 45935.880421 105 43029.542908 106 57587.073334 107 54380.802335 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do FPM,SARIMAX,0.8641335964202881,"96 939872.375 97 1052417.875 98 862619.875 99 939872.375 100 1052417.500 101 998193.250 102 862094.625 103 998193.250 104 862619.875 105 862094.625 106 1052417.500 107 1052417.500 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ICMS,XGBoost,0.8380732536315918,"96 209289.656250 97 214545.062500 98 259615.078125 99 214528.015625 100 263076.093750 101 214528.015625 102 214528.015625 103 239998.046875 104 214528.015625 105 207896.625000 106 206822.140625 107 259615.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do IPVA,MLP,1.1693580150604248,"96 93227.720976 97 53317.083740 98 39075.332741 99 62151.733498 100 46603.612879 101 20109.737026 102 17486.017486 103 16691.313150 104 15983.206115 105 13935.772338 106 16742.154341 107 117636.935425 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Cota-Parte do ITR,XGBoost,1.0185892581939697,"83 467.321014 84 471.025238 85 1912.687134 86 1644.892334 87 1699.076172 88 1911.345703 89 1911.640503 90 1759.919312 91 10.445921 92 10.438786 93 1911.195801 94 1703.553955 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Padre - RS,Transferencias LC 61_1989,XGBoost,0.8931941986083984,"36 3972.736816 37 3971.213867 38 3377.140137 39 3972.376221 40 3972.368896 41 3972.368896 42 3972.368896 43 3972.376221 44 3377.140137 45 3972.357666 46 3972.368896 47 3972.357666 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,IPTU,XGBoost,1.219430685043335,"99 8701.660156 100 25026.105469 101 175374.765625 102 25021.957031 103 59677.550781 104 100468.015625 105 127595.609375 106 130132.781250 107 127793.265625 108 127744.921875 109 127782.375000 110 127640.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,ISS,SARIMAX,1.0037600994110107,"108 171033.34375 109 184365.12500 110 191724.06250 111 191997.50000 112 191713.68750 113 184238.40625 114 191713.68750 115 191724.06250 116 191724.06250 117 192228.31250 118 192228.31250 119 191724.06250 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,ITBI,XGBoost,0.9128665924072266,"108 58773.468750 109 91858.257812 110 32239.570312 111 53044.429688 112 53906.886719 113 51302.988281 114 47324.804688 115 32239.570312 116 53906.886719 117 32239.570312 118 34026.894531 119 53906.886719 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,IRRF,SARIMAX,0.7728779315948486,"102 71674.617188 103 71674.617188 104 130600.210938 105 71674.460938 106 69521.132812 107 71674.617188 108 71674.617188 109 130600.210938 110 71674.617188 111 130600.210938 112 71673.359375 113 130600.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do FPM,HWES,0.9347076416015625,"108 1266987.875 109 1893792.500 110 1119922.625 111 1143161.750 112 1268578.875 113 1280939.375 114 1268623.125 115 1119922.625 116 1128410.875 117 974256.500 118 1268578.875 119 1893792.500 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ICMS,HWES,1.419645071029663,"108 822787.6250 109 737436.8125 110 815907.6250 111 820978.6250 112 837817.8750 113 820760.3125 114 824915.6875 115 823958.6875 116 820978.6250 117 820978.6250 118 837817.8750 119 812353.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do IPVA,HWES,0.832146167755127,"106 146526.156250 107 44725.300781 108 160524.937500 109 124693.718750 110 112134.187500 111 9926.294922 112 9783.006836 113 9783.006836 114 8542.728516 115 9456.349609 116 4454.627441 117 124906.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Cota-Parte do ITR,MLP,1.604173183441162,"98 61862.579028 99 79366.145840 100 102428.786900 101 131946.582774 102 171431.918451 103 221918.036558 104 277449.652723 105 359413.586070 106 479879.464300 107 647130.828882 108 688465.803896 109 887032.014919 Name: Valor, dtype: float64" Prefeitura Municipal de Victor Graeff - RS,Transferencias LC 61_1989,MLP,1.6303813457489014,"96 6536.272569 97 6456.636322 98 6637.850098 99 6744.499532 100 6787.778684 101 6867.711425 102 6893.541711 103 6911.771359 104 7016.075272 105 7086.212601 106 6967.861731 107 6997.384859 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,IPTU,HWES,1.2799429893493652,"108 2.750769e+05 109 2.752278e+06 110 2.780435e+06 111 3.220307e+06 112 5.976796e+05 113 5.976796e+05 114 5.976796e+05 115 3.056405e+05 116 2.636393e+05 117 1.039450e+05 118 1.206089e+05 119 1.187655e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,ISS,SARIMAX,0.8339505195617676,"108 923149.1875 109 923994.5625 110 923149.1875 111 923190.4375 112 923149.1875 113 923190.4375 114 923190.4375 115 923149.1875 116 923190.4375 117 923190.4375 118 923149.1875 119 923190.4375 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,ITBI,MLP,0.7577004432678223,"108 229460.342971 109 282929.531056 110 267112.611408 111 243720.270971 112 257273.839789 113 278708.448480 114 259472.094813 115 318022.324907 116 278141.581508 117 286238.663428 118 272954.607145 119 289941.449647 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,IRRF,SARIMAX,0.9610955715179443,"108 628143.31250 109 260865.03125 110 628143.31250 111 617747.87500 112 617747.87500 113 617747.87500 114 628143.31250 115 617747.87500 116 617747.87500 117 617747.87500 118 617747.87500 119 628143.31250 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do FPM,HWES,0.9020812511444092,"108 3439559.75 109 4886805.00 110 2660680.75 111 2992121.25 112 3442529.00 113 3445140.75 114 3442529.00 115 2864282.50 116 2864373.00 117 2793261.75 118 3442529.00 119 4888661.00 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ICMS,HWES,0.8551411628723145,"108 2685951.75 109 2909713.50 110 2535066.00 111 2552904.25 112 2478821.50 113 2509139.50 114 2460672.50 115 2556787.50 116 2623656.50 117 2608395.50 118 2579756.25 119 2608395.50 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do IPVA,AR,1.0989165306091309,"108 1.668413e+06 109 5.589621e+05 110 7.410234e+05 111 1.503038e+06 112 9.135684e+05 113 3.832615e+05 114 2.459404e+05 115 1.838327e+05 116 8.784388e+04 117 7.236273e+04 118 6.703377e+04 119 1.668462e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Cota-Parte do ITR,XGBoost,2.175612211227417,"108 442.033264 109 18048.912109 110 1428.392212 111 1951.968994 112 1432.368530 113 1432.368530 114 1092.533936 115 1467.180786 116 14772.053711 117 14771.495117 118 1466.367676 119 1466.373413 Name: Valor, dtype: float64" Prefeitura Municipal de Frederico Westphalen - RS,Transferencias LC 61_1989,AR,0.867621898651123,"48 23106.707031 49 17888.900391 50 22561.351562 51 23155.607422 52 22562.638672 53 23806.515625 54 23087.035156 55 22562.638672 56 23151.904297 57 23134.681641 58 22562.638672 59 23404.761719 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,IPTU,XGBoost,1.408829689025879,"108 2703963.250 109 2561751.000 110 2554566.250 111 1617820.500 112 1650447.875 113 5434661.000 114 5434661.000 115 2087020.250 116 7955221.500 117 3813647.500 118 3111811.500 119 3372429.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,ISS,MLP,0.8761007785797119,"108 1.829874e+06 109 1.790038e+06 110 1.828698e+06 111 2.010806e+06 112 1.971823e+06 113 1.997429e+06 114 1.867305e+06 115 1.913503e+06 116 2.029718e+06 117 1.964720e+06 118 1.969855e+06 119 1.961011e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,ITBI,MLP,1.0256719589233398,"108 746016.799511 109 579412.057589 110 637418.899342 111 605253.699803 112 613789.999039 113 628954.489722 114 721918.083396 115 659874.301396 116 697557.398411 117 744116.092341 118 683591.734851 119 661951.486535 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,IRRF,HWES,1.230886697769165,"108 642890.625 109 2027878.875 110 2020274.625 111 2020274.625 112 2142317.500 113 2027878.875 114 2369744.250 115 2114743.250 116 2149922.000 117 2149922.000 118 2369744.250 119 4064106.500 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do FPM,HWES,1.1326713562011719,"108 12361345.0 109 16457506.0 110 9244752.0 111 9889300.0 112 12361345.0 113 11317134.0 114 12361345.0 115 9345905.0 116 9483770.0 117 9244752.0 118 12361345.0 119 16457506.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do ICMS,HWES,0.8429076671600342,"108 4517164.0 109 4328404.5 110 4512990.0 111 4649985.0 112 5084091.5 113 5002789.5 114 4950159.0 115 5099253.0 116 5099253.0 117 4998747.0 118 4998816.0 119 4947624.0 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do IPVA,AR,1.9181382656097412,"108 2.910276e+06 109 1.615335e+06 110 2.354431e+06 111 2.899517e+06 112 3.072052e+06 113 1.651514e+06 114 1.455029e+06 115 8.920708e+05 116 5.324378e+05 117 4.694353e+05 118 2.662027e+05 119 2.351843e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Cota-Parte do ITR,XGBoost,1.0391390323638916,"62 251.159637 63 836.970520 64 233.128677 65 958.054993 66 794.751953 67 250.695358 68 873.402100 69 873.507141 70 185.451477 71 250.695358 72 20.190397 73 18.115793 Name: Valor, dtype: float64" Prefeitura Municipal de Alvorada - RS,Transferencias LC 61_1989,XGBoost,0.864764928817749,"78 36052.562500 79 35067.664062 80 41194.390625 81 41449.691406 82 40966.839844 83 44352.296875 84 44914.148438 85 40298.996094 86 42125.847656 87 36627.683594 88 40299.144531 89 41325.031250 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,IPTU,XGBoost,1.2330048084259033,"105 1788.393921 106 2698.999756 107 1132.262817 108 1597.868652 109 1448.384888 110 1635.153442 111 1111.405151 112 1132.262817 113 1606.237183 114 1633.573120 115 3975.026367 116 1132.262817 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,ISS,Prophet,1.1993508338928223,"108 16974.509766 109 20566.078125 110 25089.705078 111 27821.486328 112 27725.488281 113 31027.240234 114 31027.240234 115 26543.242188 116 26447.212891 117 28199.095703 118 25515.222656 119 23852.748047 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,ITBI,XGBoost,0.9587898254394531,"92 9523.542969 93 12762.471680 94 17094.806641 95 14639.205078 96 14342.869141 97 15208.838867 98 17094.806641 99 17094.806641 100 14442.481445 101 12790.017578 102 14886.291992 103 13064.708008 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,IRRF,SARIMAX,0.9295222759246826,"108 391796.71875 109 391796.71875 110 391796.71875 111 391775.75000 112 391796.71875 113 391796.71875 114 391796.71875 115 391796.71875 116 390643.37500 117 390643.37500 118 391775.75000 119 391775.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do FPM,HWES,0.8276569843292236,"108 1356071.250 109 1669665.125 110 1186645.375 111 1216703.500 112 1364329.000 113 1326507.250 114 1672205.500 115 1319077.000 116 1325111.750 117 1288849.500 118 1672205.500 119 1889483.000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ICMS,HWES,0.8066704273223877,"108 664147.8750 109 493616.5000 110 600231.6250 111 654510.6875 112 653320.0625 113 687325.1250 114 654500.0000 115 649982.0625 116 649982.0625 117 653879.6250 118 653496.4375 119 653954.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do IPVA,AR,1.1843888759613037,"108 58286.304688 109 33325.015625 110 72134.109375 111 59307.320312 112 64579.445312 113 72166.093750 114 18859.042969 115 10906.314453 116 8379.827148 117 4843.435059 118 3308.317871 119 84511.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Cota-Parte do ITR,SES,1.5850849151611328,"101 1315.713745 102 146.717514 103 208.113953 104 296.314972 105 1303.091797 106 4361.586914 107 4277.189941 108 6178.278809 109 3027.282715 110 3049.899902 111 6183.873535 112 6152.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Barão do Triunfo - RS,Transferencias LC 61_1989,SARIMAX,0.9599649906158447,"83 4174.295410 84 4363.346680 85 4220.426270 86 6151.535156 87 5171.137207 88 5158.850586 89 5158.516113 90 5125.389160 91 5253.625977 92 4598.918457 93 5112.787109 94 6107.363770 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,IPTU,SARIMAX,0.699925422668457,"96 1.856073e+05 97 5.773298e+05 98 1.351758e+06 99 2.790629e+05 100 2.898635e+05 101 3.408141e+05 102 2.029172e+05 103 2.029172e+05 104 2.238378e+05 105 2.568110e+05 106 2.376279e+05 107 2.919736e+05 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,ISS,MLP,0.8421752452850342,"96 418730.144889 97 389694.677145 98 418556.446650 99 398744.212841 100 401277.623833 101 419195.845915 102 404133.275580 103 429127.942753 104 426447.472448 105 446048.071267 106 324804.968735 107 441423.115954 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,ITBI,XGBoost,0.8900947570800781,"96 587900.5000 97 594011.3125 98 600043.0625 99 592407.0625 100 594011.6250 101 582251.5625 102 599839.9375 103 594011.3750 104 598869.1875 105 591244.3750 106 587900.5000 107 599885.5625 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,IRRF,SARIMAX,1.3513975143432617,"96 945378.3125 97 944457.8125 98 945378.3125 99 944457.7500 100 945378.3125 101 945378.3125 102 945378.3125 103 945378.3125 104 945378.3125 105 945378.3125 106 945378.3125 107 945378.3125 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do FPM,SARIMAX,1.7955775260925293,"96 5569244.00 97 5579078.00 98 3789934.50 99 5569244.00 100 3810859.75 101 3751019.50 102 5554241.50 103 5569244.00 104 3705472.75 105 3705472.75 106 3705472.75 107 5579078.00 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do ICMS,XGBoost,1.1553370952606201,"96 2707670.00 97 2869024.50 98 2862100.75 99 2789717.75 100 2937209.25 101 2796641.50 102 2789717.75 103 2870605.00 104 2789717.75 105 2731081.50 106 2735548.75 107 2688997.50 Name: Valor, dtype: float64" Prefeitura Municipal de São Luiz Gonzaga - RS,Cota-Parte do IPVA,XGBoost,1.1955859661102295,"96 1.677035e+06 97 1.001512e+06 98 1.006658e+06 99 1.638725e+06 100 1.713991e+06 101 5.143607e+05 102 4.795674e+05 103 9.301609e+05 104 1.014124e+06 105 1.005411e+06 106 1.002270e+06 107 1.676269e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,IPTU,SARIMAX,1.946436882019043,"105 3606.079834 106 4808.936523 107 81847.507812 108 91144.664062 109 10726.936523 110 10973.455078 111 5686.550781 112 6879.243652 113 2301.170166 114 8651.003906 115 -217.600418 116 889.475342 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,ISS,HWES,1.2071576118469238,"108 61760.664062 109 62011.753906 110 62445.832031 111 62402.066406 112 62011.753906 113 62301.933594 114 62402.066406 115 62291.871094 116 85140.351562 117 62402.066406 118 62291.871094 119 62291.871094 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,ITBI,MLP,0.8846933841705322,"98 8381.539330 99 9226.332160 100 9034.115030 101 9420.484749 102 9041.281893 103 9072.323522 104 9913.278592 105 8230.298869 106 9325.792214 107 8031.220787 108 7935.951023 109 9300.925564 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,IRRF,SARIMAX,1.19191575050354,"108 108823.906250 109 82559.078125 110 108823.906250 111 108823.906250 112 56926.925781 113 83416.140625 114 108823.906250 115 55497.066406 116 108823.906250 117 108823.906250 118 82391.125000 119 108823.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do FPM,HWES,0.8820030689239502,"108 1213750.875 109 1894288.125 110 1114368.500 111 1149185.500 112 1214274.750 113 1250519.625 114 1221134.375 115 1114368.500 116 1114793.375 117 962542.875 118 1214274.750 119 1894288.125 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ICMS,HWES,0.6649570465087891,"108 337306.28125 109 326661.59375 110 360739.90625 111 378182.46875 112 379772.40625 113 361145.18750 114 378184.09375 115 379773.62500 116 379773.62500 117 376948.25000 118 378116.00000 119 379773.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do IPVA,AR,1.605377197265625,"108 118831.273438 109 34853.363281 110 33473.343750 111 47324.406250 112 31393.097656 113 44754.960938 114 10197.006836 115 10774.310547 116 10774.310547 117 9218.981445 118 9127.390625 119 114404.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Cota-Parte do ITR,XGBoost,1.1633596420288086,"70 168.724335 71 541.920105 72 -91.294403 73 640.790527 74 2103.146240 75 655.216431 76 866.427979 77 687.427307 78 59.629868 79 -91.294403 80 640.790527 81 429.694489 Name: Valor, dtype: float64" Prefeitura Municipal de Dona Francisca - RS,Transferencias LC 61_1989,AR,1.2007687091827393,"108 3113.889160 109 3845.724121 110 3414.603271 111 3472.124756 112 3478.795410 113 3481.710938 114 3304.792725 115 3379.544922 116 3700.269287 117 3738.561279 118 3369.268311 119 3588.045898 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,IPTU,MLP,0.8703298568725586,"80 101736.287013 81 251746.035349 82 117151.955265 83 111221.363865 84 102372.665498 85 103352.404481 86 106570.274780 87 104969.854518 88 104424.732806 89 103648.197552 90 106684.830982 91 105295.363755 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,ISS,SARIMAX,0.9673118591308594,"80 144405.828125 81 128981.609375 82 95191.625000 83 144405.828125 84 144405.828125 85 144405.828125 86 146695.656250 87 128981.609375 88 144405.828125 89 144405.828125 90 128981.609375 91 128981.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,ITBI,HWES,1.028590440750122,"80 258001.859375 81 262363.437500 82 262755.437500 83 261607.218750 84 262755.437500 85 262363.437500 86 262363.437500 87 258116.500000 88 270590.406250 89 241532.031250 90 261895.640625 91 240431.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,IRRF,Prophet,0.9267292022705078,"79 286769.8125 80 286654.8125 81 286654.8125 82 286769.8125 83 286769.8125 84 286769.8125 85 286769.8125 86 286769.8125 87 286769.8125 88 286768.3125 89 286769.8125 90 286769.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do FPM,SARIMAX,1.6966090202331543,"73 2489191.25 74 3003169.00 75 2512611.75 76 2511454.75 77 3054501.00 78 3623012.75 79 3623012.75 80 2485846.00 81 2489191.25 82 3621412.25 83 2489189.25 84 2512611.75 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do ICMS,MLP,0.6877691745758057,"77 1.077501e+06 78 2.449518e+06 79 1.125520e+06 80 2.501336e+06 81 1.873256e+06 82 2.013803e+06 83 1.761589e+06 84 3.274322e+06 85 1.503316e+06 86 2.657372e+06 87 1.962617e+06 88 2.139563e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do IPVA,SARIMAX,0.894331693649292,"74 691149.6250 75 697088.4375 76 619273.5000 77 695330.6875 78 695520.4375 79 695480.9375 80 618574.0625 81 694264.5625 82 618574.0625 83 619273.5000 84 620299.7500 85 694264.5625 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Cota-Parte do ITR,MLP,1.0645976066589355,"45 3.808465e+05 46 3.862526e+05 47 4.052566e+05 48 4.047426e+05 49 4.634007e+05 50 5.349925e+05 51 6.200036e+05 52 7.167329e+05 53 8.198441e+05 54 1.034650e+06 55 9.424422e+05 56 1.009994e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Quaraí - RS,Transferencias LC 61_1989,HWES,0.8462011814117432,"71 17173.634766 72 14179.791992 73 16088.352539 74 16645.128906 75 15898.482422 76 16980.857422 77 15949.664062 78 14226.865234 79 17472.945312 80 18263.720703 81 17670.228516 82 17730.806641 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,IPTU,XGBoost,2.0570223331451416,"70 19882.599609 71 32687.669922 72 8993.998047 73 9145.590820 74 9070.445312 75 6808.242676 76 9644.198242 77 1775.425049 78 9575.149414 79 2295.940918 80 2163.334961 81 2375.655762 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,ISS,XGBoost,0.9785661697387695,"76 126225.164062 77 124738.710938 78 131110.171875 79 131083.312500 80 131083.312500 81 131083.312500 82 129760.140625 83 131110.171875 84 129760.140625 85 131110.171875 86 131083.312500 87 131083.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,ITBI,XGBoost,1.468430519104004,"70 2886.055420 71 26929.457031 72 4441.100098 73 6165.163574 74 3670.016357 75 1042.416382 76 7022.949219 77 1042.416382 78 1035.403931 79 22289.730469 80 1042.416382 81 7515.536621 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,IRRF,Prophet,0.8891294002532959,"76 303603.28125 77 312717.03125 78 303047.78125 79 303047.78125 80 303603.28125 81 303603.28125 82 303047.78125 83 303047.78125 84 303047.78125 85 311101.81250 86 311101.81250 87 311101.81250 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do FPM,MLP,0.8732266426086426,"74 2.296290e+06 75 2.496077e+06 76 2.457246e+06 77 2.579610e+06 78 3.174362e+06 79 2.550842e+06 80 2.648595e+06 81 2.803407e+06 82 2.933448e+06 83 3.096289e+06 84 3.340428e+06 85 3.771153e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ICMS,MLP,0.8274874687194824,"76 408684.243899 77 774019.032436 78 615657.713525 79 654190.693167 80 685521.480780 81 617850.798502 82 622361.612905 83 630472.639793 84 616590.599922 85 611991.381217 86 606933.172140 87 660717.129727 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do IPVA,MLP,0.49152565002441406,"70 118594.003291 71 132913.928617 72 101762.996440 73 114423.243666 74 146061.023736 75 88156.825898 76 139767.078066 77 93131.142932 78 97322.305982 79 91430.709762 80 92371.607336 81 132775.278570 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Cota-Parte do ITR,XGBoost,1.5925657749176025,"69 759.423340 70 760.613464 71 667.696777 72 762.259583 73 454.915405 74 669.342896 75 632.186890 76 454.016296 77 663.093933 78 561.993103 79 82.010803 80 753.650940 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Grande do Sul - RS,Transferencias LC 61_1989,SES,0.8377523422241211,"40 6402.391602 41 4986.707031 42 5074.227539 43 6490.438477 44 6548.738770 45 6780.208008 46 6460.950684 47 7255.847168 48 6403.517090 49 6403.486328 50 6692.630371 51 5672.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,IPTU,MLP,1.9157047271728516,"87 17763.566969 88 17029.611466 89 17935.918086 90 19009.006492 91 20651.486517 92 21955.836099 93 23850.945109 94 26163.639376 95 27560.517218 96 61224.262457 97 34259.068118 98 30833.563229 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,ISS,SARIMAX,1.1249139308929443,"96 54658.976562 97 56123.710938 98 54709.527344 99 55563.851562 100 54709.527344 101 55787.113281 102 55611.285156 103 55941.082031 104 55851.949219 105 55851.949219 106 55851.949219 107 55851.949219 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,ITBI,SES,1.4519891738891602,"92 94175.312500 93 26055.560547 94 29573.035156 95 22849.246094 96 23757.595703 97 266160.125000 98 53025.109375 99 51786.062500 100 52313.492188 101 49977.125000 102 51844.859375 103 51844.859375 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,IRRF,SARIMAX,0.885901927947998,"95 74362.109375 96 73513.710938 97 92567.179688 98 73810.179688 99 73807.476562 100 90713.015625 101 73807.476562 102 71594.789062 103 73447.281250 104 73810.179688 105 91529.679688 106 85364.492188 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do FPM,XGBoost,0.8449854850769043,"96 1125558.375 97 1811506.500 98 1050538.000 99 1125558.375 100 1771196.250 101 1125558.375 102 1811506.500 103 1125558.375 104 1125484.625 105 1082757.375 106 1811494.875 107 1717088.375 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ICMS,HWES,0.9031682014465332,"96 497050.62500 97 395604.09375 98 510840.53125 99 517937.28125 100 535816.18750 101 480516.78125 102 480516.78125 103 517944.84375 104 480516.78125 105 419576.96875 106 439276.93750 107 510840.53125 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do IPVA,XGBoost,0.8733730316162109,"96 220346.578125 97 215622.031250 98 220337.265625 99 220337.265625 100 220346.578125 101 215519.140625 102 215349.484375 103 215452.250000 104 215440.875000 105 213901.593750 106 215177.562500 107 220337.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Cota-Parte do ITR,XGBoost,1.2453863620758057,"94 6823.643066 95 994.112122 96 710.535583 97 1004.645203 98 813.513672 99 1197.637939 100 651.206055 101 2117.134521 102 8047.828125 103 36909.863281 104 4769.891602 105 5876.666992 Name: Valor, dtype: float64" Prefeitura Municipal de Jaquirana - RS,Transferencias LC 61_1989,SARIMAX,1.0388388633728027,"96 14448.578125 97 14694.561523 98 14701.281250 99 14675.599609 100 14745.833008 101 14833.281250 102 14747.666992 103 14745.833008 104 14745.833008 105 14649.708008 106 14845.983398 107 14677.823242 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,IPTU,SARIMAX,1.4666001796722412,"92 6515.657227 93 9962.858398 94 26551.271484 95 25042.142578 96 33678.332031 97 10761.535156 98 10780.371094 99 8657.782227 100 11415.629883 101 12411.109375 102 18781.771484 103 15406.235352 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,ISS,HWES,0.7636001110076904,"92 60286.609375 93 60286.609375 94 71725.726562 95 60286.609375 96 60286.609375 97 60286.457031 98 60286.289062 99 60286.160156 100 60298.839844 101 60298.839844 102 60298.839844 103 60379.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,ITBI,SARIMAX,1.5456452369689941,"92 46654.070312 93 46852.597656 94 46408.839844 95 48596.675781 96 47898.351562 97 46654.070312 98 49243.136719 99 47898.351562 100 48734.792969 101 47560.625000 102 46408.839844 103 47560.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,IRRF,Prophet,0.8902285099029541,"92 142956.187500 93 141565.500000 94 142955.531250 95 142955.531250 96 142955.531250 97 142955.531250 98 144423.562500 99 151684.609375 100 142299.984375 101 142399.484375 102 142399.484375 103 151684.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do FPM,MLP,0.8870677947998047,"92 1.182988e+06 93 1.386697e+06 94 1.109005e+06 95 1.196262e+06 96 1.258386e+06 97 1.225692e+06 98 1.411889e+06 99 1.217652e+06 100 1.182920e+06 101 1.167503e+06 102 1.291290e+06 103 1.607958e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ICMS,AR,0.9194271564483643,"92 689599.5625 93 734993.4375 94 726816.6875 95 843414.8750 96 970610.1875 97 747579.0625 98 894834.5625 99 843414.8750 100 754032.0625 101 763570.1250 102 856405.4375 103 726816.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do IPVA,MLP,1.975771188735962,"92 91834.764146 93 61460.433950 94 67970.396590 95 72594.873339 96 71964.128993 97 61119.581481 98 56541.944499 99 56563.643333 100 53840.097629 101 52816.866210 102 54284.335706 103 125505.550776 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Cota-Parte do ITR,XGBoost,1.6961688995361328,"91 288.103363 92 1008.530273 93 220.425491 94 582.359131 95 1020.741638 96 923.250183 97 1003.845764 98 779.767639 99 6094.929688 100 6404.619141 101 319.440247 102 259.663757 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Seco - RS,Transferencias LC 61_1989,MLP,1.091289758682251,"80 4.783787e+03 81 -8.229410e+02 82 -7.530910e+03 83 -1.743514e+04 84 -3.225508e+04 85 -5.528386e+05 86 -2.067193e+05 87 -5.864318e+05 88 -9.946326e+05 89 -1.680866e+06 90 -2.832218e+06 91 -4.774530e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,IPTU,SES,1.4334375858306885,"96 4704.393555 97 5525.757812 98 83690.945312 99 385969.281250 100 99874.328125 101 99874.328125 102 61471.347656 103 798.516174 104 6778.526855 105 798.516174 106 -1359.045898 107 -1359.045898 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,ISS,XGBoost,0.8549282550811768,"96 325184.00000 97 325184.00000 98 307285.09375 99 307285.09375 100 325184.00000 101 325184.00000 102 327490.21875 103 325184.00000 104 327490.21875 105 327572.18750 106 327572.18750 107 327572.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,ITBI,MLP,0.9765973091125488,"96 85431.701599 97 98012.862727 98 91715.799001 99 88933.227668 100 100725.309035 101 90908.165414 102 86606.853647 103 100509.276936 104 100413.872731 105 96482.645647 106 89550.038072 107 98610.760587 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,IRRF,AR,0.9813456535339355,"96 160244.140625 97 160244.140625 98 160244.140625 99 160244.140625 100 160244.140625 101 160244.140625 102 160244.140625 103 160297.968750 104 160297.968750 105 160309.640625 106 160309.640625 107 160309.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do FPM,MLP,0.9612810611724854,"94 1.159105e+06 95 1.351136e+06 96 1.087230e+06 97 1.169177e+06 98 1.227295e+06 99 1.195859e+06 100 1.371115e+06 101 1.185937e+06 102 1.152346e+06 103 1.137173e+06 104 1.253658e+06 105 1.551905e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do ICMS,HWES,0.9754853248596191,"96 1278549.375 97 1342250.375 98 1427869.000 99 1335103.375 100 1428176.250 101 1345567.250 102 1335103.375 103 1354283.625 104 1386200.500 105 1352338.750 106 1352663.500 107 1431611.375 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do IPVA,MLP,1.5815749168395996,"96 9.767981e+05 97 2.569340e+05 98 2.986690e+05 99 5.543084e+05 100 3.905475e+05 101 1.986452e+05 102 1.660658e+05 103 1.868375e+05 104 1.696217e+05 105 1.567987e+05 106 1.616649e+05 107 1.608840e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Cota-Parte do ITR,MLP,1.3020517826080322,"94 1154.217423 95 1298.382045 96 6944.713710 97 1172.000829 98 1227.745118 99 1207.612427 100 1543.793155 101 1704.830929 102 5108.611054 103 15480.377177 104 1418.779368 105 1496.085314 Name: Valor, dtype: float64" Prefeitura Municipal de Casca - RS,Transferencias LC 61_1989,MLP,1.1257884502410889,"96 16307.531777 97 16841.817439 98 16572.236377 99 16350.610958 100 15834.326428 101 15742.258094 102 16124.519638 103 15558.118191 104 16301.431705 105 16471.897147 106 15815.326908 107 16303.443284 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,IPTU,Prophet,1.3873004913330078,"81 17517.466797 82 13774.828125 83 13741.423828 84 13767.557617 85 16401.410156 86 44388.125000 87 45616.507812 88 14559.743164 89 15284.601562 90 14386.050781 91 14701.594727 92 43681.464844 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,ISS,HWES,1.338299036026001,"84 32058.535156 85 31603.953125 86 31890.462891 87 32892.804688 88 32560.226562 89 33078.007812 90 32559.550781 91 32892.804688 92 31707.574219 93 34566.105469 94 32226.435547 95 34529.503906 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,ITBI,HWES,0.8534817695617676,"78 9727.289062 79 10440.073242 80 9162.483398 81 10468.747070 82 7272.381348 83 11107.127930 84 9083.414062 85 10258.231445 86 7404.846680 87 7845.703613 88 7103.550781 89 8323.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,IRRF,Prophet,1.5231397151947021,"45 5886.948242 46 1675.693359 47 5401.043945 48 5944.820801 49 5944.820801 50 72307.281250 51 -5158.477539 52 -5158.477539 53 -4748.467773 54 -5155.752930 55 -5155.752930 56 -4546.349609 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do FPM,AR,0.95961594581604,"84 1.273977e+06 85 1.884160e+06 86 1.036467e+06 87 1.157292e+06 88 1.273976e+06 89 1.273979e+06 90 1.273976e+06 91 1.036467e+06 92 1.008524e+06 93 9.627187e+05 94 1.273976e+06 95 1.884160e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ICMS,SARIMAX,0.8374316692352295,"84 517539.71875 85 507092.25000 86 508175.15625 87 518931.71875 88 515994.62500 89 517552.15625 90 518931.71875 91 521351.03125 92 518810.37500 93 515994.62500 94 520220.15625 95 510904.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do IPVA,SARIMAX,1.1624393463134766,"79 39105.824219 80 34368.863281 81 36395.285156 82 52268.046875 83 39048.191406 84 28716.064453 85 28615.251953 86 26605.236328 87 23959.599609 88 16954.296875 89 16254.754883 90 75186.945312 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Cota-Parte do ITR,SES,1.5696630477905273,"47 86.536995 48 135.980225 49 127.038879 50 29.528067 51 126.829262 52 88.520210 53 -56.853134 54 -79654.937500 55 131.321793 56 131.321793 57 14.590187 58 88.235199 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Guarita - RS,Transferencias LC 61_1989,SARIMAX,1.1697719097137451,"72 2312.782471 73 2312.782471 74 2237.107666 75 2617.020752 76 2442.153320 77 2391.791016 78 2387.783691 79 2407.114014 80 2449.648926 81 5193.187012 82 2407.114014 83 5193.187012 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,IPTU,XGBoost,1.7495365142822266,"106 33115.476562 107 33932.257812 108 27005.650391 109 33801.894531 110 33904.058594 111 34023.476562 112 135762.953125 113 693124.250000 114 37376.160156 115 27869.744141 116 24659.482422 117 23523.349609 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,ISS,SARIMAX,0.984013557434082,"108 120163.859375 109 114641.039062 110 114639.835938 111 119208.445312 112 119208.445312 113 120163.859375 114 119208.445312 115 119184.828125 116 120163.859375 117 119208.445312 118 120163.859375 119 119208.445312 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,ITBI,HWES,0.9033160209655762,"108 64334.843750 109 60430.410156 110 64732.398438 111 59430.683594 112 79044.320312 113 64698.589844 114 64732.398438 115 56495.531250 116 64310.023438 117 64734.503906 118 64323.617188 119 61790.210938 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,IRRF,SARIMAX,0.9091730117797852,"108 150669.390625 109 103971.367188 110 90894.500000 111 150699.390625 112 91059.468750 113 90714.437500 114 90714.437500 115 90719.242188 116 91059.648438 117 150699.390625 118 90894.500000 119 150622.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do FPM,HWES,0.893455982208252,"108 2141966.500 109 2525024.750 110 1425439.125 111 1628869.625 112 2141978.000 113 1838026.875 114 2141978.000 115 1425439.125 116 1425439.125 117 1318500.375 118 2525024.750 119 2525024.750 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ICMS,HWES,0.880622386932373,"108 1329915.875 109 1304158.625 110 1315784.625 111 1317527.500 112 1379511.000 113 1331895.625 114 1263643.875 115 1379512.625 116 1377149.125 117 1381213.875 118 1319557.250 119 1375246.375 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do IPVA,AR,1.1990447044372559,"108 324923.187500 109 119725.312500 110 373722.562500 111 342928.531250 112 326509.781250 113 115849.070312 114 52900.273438 115 52905.308594 116 40901.011719 117 21077.207031 118 18600.335938 119 317941.750000 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Cota-Parte do ITR,XGBoost,1.4681601524353027,"83 56.298130 84 534.863708 85 1517.067505 86 3330.030273 87 847.767212 88 2775.421143 89 4351.436035 90 10712.604492 91 3338.755371 92 3385.250488 93 8229.531250 94 7681.500488 Name: Valor, dtype: float64" Prefeitura Municipal de Arroio do Tigre - RS,Transferencias LC 61_1989,AR,0.8331308364868164,"48 7387.909180 49 8501.703125 50 8816.327148 51 9054.123047 52 9016.861328 53 9028.136719 54 9894.547852 55 8816.317383 56 9225.072266 57 8930.798828 58 8816.374023 59 10407.423828 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,IPTU,SARIMAX,1.08781099319458,"94 14674.244141 95 11878.803711 96 58900.710938 97 58903.417969 98 14674.244141 99 24577.015625 100 24574.298828 101 21123.414062 102 16059.724609 103 22987.542969 104 10009.202148 105 22987.542969 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,ISS,HWES,1.0585615634918213,"96 75341.046875 97 65600.695312 98 74626.367188 99 67208.859375 100 67190.648438 101 70095.093750 102 86278.343750 103 86278.343750 104 86278.343750 105 74347.109375 106 71047.304688 107 73640.695312 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,ITBI,XGBoost,1.2558319568634033,"95 23278.740234 96 23278.740234 97 23030.052734 98 17976.265625 99 17976.017578 100 19562.123047 101 18215.554688 102 15576.760742 103 28433.041016 104 19562.123047 105 17647.570312 106 30413.900391 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,IRRF,XGBoost,1.3305416107177734,"96 71368.523438 97 75345.476562 98 71368.523438 99 74245.953125 100 74245.953125 101 74245.953125 102 74245.953125 103 74245.953125 104 74245.953125 105 74245.953125 106 71368.523438 107 71368.523438 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do FPM,SARIMAX,0.6070735454559326,"96 1387902.625 97 1811506.500 98 1074802.500 99 1387902.625 100 1784928.375 101 1387902.625 102 1811506.500 103 1387902.625 104 1341066.625 105 1046408.875 106 1810984.625 107 1811506.500 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do ICMS,HWES,0.6711699962615967,"96 560154.4375 97 669697.4375 98 670027.8750 99 671077.5000 100 678916.3750 101 671077.5000 102 647740.4375 103 668811.8125 104 647740.4375 105 650122.3750 106 529782.2500 107 670316.3125 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do IPVA,HWES,0.8394477367401123,"96 148648.171875 97 52729.281250 98 43778.714844 99 145934.390625 100 148310.109375 101 38882.738281 102 39661.246094 103 15603.622070 104 14373.622070 105 14373.622070 106 12200.487305 107 148648.171875 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Cota-Parte do ITR,XGBoost,1.2721264362335205,"95 10022.848633 96 2378.450439 97 1387.606445 98 1557.493530 99 4334.659668 100 3890.450684 101 3890.479492 102 3979.032715 103 4972.660645 104 4961.923828 105 120562.632812 106 4406.487305 Name: Valor, dtype: float64" Prefeitura Municipal de General Câmara - RS,Transferencias LC 61_1989,AR,1.0307462215423584,"96 3327.621338 97 4355.037598 98 4456.758301 99 3387.452881 100 4064.489990 101 3971.873291 102 3993.192627 103 3600.609375 104 3961.436523 105 3321.015137 106 3695.559326 107 3600.609375 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,IPTU,XGBoost,1.1795389652252197,"94 16661.310547 95 24523.343750 96 145825.671875 97 183935.843750 98 184459.296875 99 184843.640625 100 184459.296875 101 447240.250000 102 147904.437500 103 161796.921875 104 183136.343750 105 183136.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,ISS,XGBoost,0.9402143955230713,"96 165401.109375 97 164607.140625 98 164813.046875 99 164882.781250 100 164607.140625 101 164607.140625 102 164607.140625 103 164602.859375 104 164602.859375 105 164607.140625 106 164607.140625 107 165401.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,ITBI,HWES,0.9082438945770264,"96 215959.65625 97 378371.03125 98 381752.00000 99 381944.59375 100 379456.09375 101 381529.84375 102 379456.09375 103 379456.84375 104 378405.12500 105 381752.00000 106 378385.78125 107 379456.09375 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,IRRF,XGBoost,0.9004015922546387,"96 96914.367188 97 102308.070312 98 102819.140625 99 100311.437500 100 255890.828125 101 255959.640625 102 255857.453125 103 278403.937500 104 254435.937500 105 278403.937500 106 278639.937500 107 278639.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do FPM,SARIMAX,0.8445699214935303,"96 1.356826e+06 97 1.811506e+06 98 1.050884e+06 99 1.356826e+06 100 1.777706e+06 101 1.356826e+06 102 1.811506e+06 103 1.356826e+06 104 1.312351e+06 105 1.016674e+06 106 1.811636e+06 107 1.811506e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do ICMS,XGBoost,0.9077212810516357,"96 8.869932e+05 97 9.943282e+05 98 1.096729e+06 99 9.982539e+05 100 1.096894e+06 101 9.981647e+05 102 9.981647e+05 103 8.961997e+05 104 9.998066e+05 105 9.261489e+05 106 9.180254e+05 107 1.099199e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do IPVA,SARIMAX,1.2519383430480957,"96 409101.875000 97 110209.742188 98 116285.304688 99 382778.312500 100 412958.593750 101 100299.015625 102 66422.312500 103 382778.312500 104 28246.410156 105 15771.477539 106 14909.605469 107 409101.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Cota-Parte do ITR,SARIMAX,1.8933279514312744,"93 860.227600 94 596.415588 95 2279.919434 96 953.335571 97 -858.047119 98 3762.067627 99 6102.803711 100 2279.919434 101 87577.757812 102 250465.281250 103 24777.386719 104 24777.386719 Name: Valor, dtype: float64" Prefeitura Municipal de Sertão - RS,Transferencias LC 61_1989,XGBoost,0.8692498207092285,"96 9940.547852 97 9644.430664 98 7872.774902 99 10252.102539 100 9587.328125 101 11262.994141 102 9510.366211 103 11495.385742 104 9941.165039 105 9950.627930 106 11936.575195 107 9517.215820 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,IPTU,HWES,1.1628267765045166,"107 7510.221680 108 17151.246094 109 6525.087402 110 8902.330078 111 10235.793945 112 7155.369141 113 11697.357422 114 6327.936523 115 8062.487305 116 18355.011719 117 6322.973633 118 11793.708008 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,ISS,XGBoost,1.266700267791748,"96 58370.371094 97 50800.609375 98 73971.328125 99 66677.984375 100 66677.984375 101 54782.058594 102 61442.347656 103 66678.601562 104 66465.843750 105 65671.609375 106 59102.218750 107 66678.601562 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,ITBI,SARIMAX,1.5221612453460693,"106 9060.281250 107 23126.556641 108 8933.806641 109 32511.195312 110 -1083.557251 111 20363.220703 112 21452.714844 113 44587.007812 114 34409.890625 115 30201.912109 116 -633.360229 117 -4641.198242 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,IRRF,XGBoost,0.7034952640533447,"108 2511.141602 109 84902.656250 110 76457.671875 111 79885.023438 112 79885.023438 113 89519.531250 114 79885.023438 115 79885.023438 116 79885.023438 117 79885.023438 118 76323.656250 119 88291.109375 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do FPM,HWES,0.9322748184204102,"108 1345037.250 109 1893768.625 110 1097242.875 111 1205864.875 112 1345037.250 113 1344992.500 114 1446787.375 115 1097242.875 116 1097242.875 117 1025798.000 118 1345037.250 119 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ICMS,HWES,0.9966797828674316,"108 897181.0625 109 825647.3125 110 856491.3125 111 922502.7500 112 924323.9375 113 890318.5000 114 922502.7500 115 924317.0625 116 922502.7500 117 914047.6875 118 897181.0625 119 914047.6875 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do IPVA,HWES,1.4296667575836182,"108 1152.688354 109 9607.289062 110 3960.819092 111 370.310181 112 1006.365662 113 20579.921875 114 16453.410156 115 16437.091797 116 18431.107422 117 7556.452148 118 4662.700195 119 4638.814453 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Cota-Parte do ITR,HWES,1.2573673725128174,"40 -24496.169922 41 -10905.161133 42 -10289.511719 43 2447.038818 44 32806.285156 45 2483.704590 46 2483.704590 47 2483.704590 48 -11034.204102 49 -10293.590820 50 -11055.059570 51 -10293.590820 Name: Valor, dtype: float64" Prefeitura Municipal de Dilermando de Aguiar - RS,Transferencias LC 61_1989,XGBoost,0.7078201770782471,"34 7271.120605 35 6203.332031 36 7287.140137 37 7319.625488 38 7299.284668 39 7303.191406 40 7105.544922 41 7289.574219 42 7301.749512 43 7271.120605 44 7289.587402 45 7283.017090 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,IPTU,MLP,1.2908220291137695,"83 41897.647135 84 43489.467338 85 75407.183940 86 154660.739849 87 35742.169759 88 37646.912611 89 37446.940771 90 39183.993151 91 36679.622871 92 40729.997067 93 44898.485576 94 52200.657735 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,ISS,SES,1.1028056144714355,"89 57551.062500 90 55551.945312 91 61026.187500 92 55589.027344 93 57655.121094 94 57655.121094 95 56499.253906 96 51618.933594 97 51476.765625 98 51586.097656 99 51576.253906 100 51576.253906 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,ITBI,AR,1.2102079391479492,"89 26829.919922 90 27342.378906 91 19005.603516 92 19248.904297 93 17037.535156 94 20583.554688 95 14936.028320 96 17792.666016 97 18491.496094 98 28421.408203 99 30541.335938 100 39565.707031 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,IRRF,XGBoost,0.9308509826660156,"88 189883.203125 89 189934.875000 90 189984.250000 91 189984.250000 92 189984.250000 93 189984.250000 94 189841.625000 95 189984.250000 96 189984.250000 97 189984.250000 98 189984.250000 99 189960.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do FPM,XGBoost,1.364882230758667,"89 1163277.125 90 1666653.125 91 1163276.625 92 1652520.750 93 1668852.500 94 1717872.750 95 1734288.250 96 1342622.000 97 1342622.500 98 1342622.000 99 1624082.250 100 1810301.750 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ICMS,MLP,1.2633185386657715,"89 829959.523452 90 848403.121102 91 873280.015919 92 888400.081068 93 891307.403173 94 889310.777182 95 898973.047718 96 905091.602440 97 908394.200965 98 912701.442941 99 917126.314355 100 913106.801638 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do IPVA,MLP,0.9077286720275879,"89 109433.169857 90 75871.436882 91 82180.281266 92 84129.407587 93 78811.182136 94 71755.960289 95 71112.251203 96 70372.352957 97 70843.336815 98 71763.403961 99 71697.689426 100 120157.260241 Name: Valor, dtype: float64" Prefeitura Municipal de Doutor Maurício Cardoso - RS,Cota-Parte do ITR,AR,0.8858737945556641,"88 310.589905 89 215.010178 90 254.608902 91 254.845230 92 254.608902 93 254.608902 94 260.891846 95 270.123260 96 1917.791870 97 1917.173218 98 2342.904785 99 2586.406494 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,IPTU,MLP,1.9986112117767334,"98 5748.664148 99 7423.708427 100 8406.876193 101 9544.357644 102 11000.969748 103 12263.189113 104 14124.749100 105 16168.294459 106 25882.363987 107 64619.514932 108 25104.928039 109 27274.043455 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,ISS,MLP,1.1875004768371582,"108 7280.340289 109 9502.645265 110 8941.728256 111 8204.765078 112 10162.703106 113 10695.985914 114 8364.227020 115 10650.856914 116 9858.263422 117 9182.770490 118 8783.575906 119 11542.515333 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,ITBI,XGBoost,1.3380789756774902,"103 33850.347656 104 25122.076172 105 24731.023438 106 32259.597656 107 24149.306641 108 19099.898438 109 26434.908203 110 20351.445312 111 19923.398438 112 33175.191406 113 35729.816406 114 30221.533203 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,IRRF,XGBoost,1.4089908599853516,"107 46307.398438 108 67365.617188 109 47631.511719 110 45681.207031 111 45177.281250 112 45176.816406 113 45176.816406 114 45176.816406 115 45681.207031 116 46311.890625 117 45176.816406 118 47631.511719 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do FPM,HWES,0.7153644561767578,"108 7.961801e+05 109 1.893769e+06 110 8.132006e+05 111 1.003287e+06 112 1.176690e+06 113 1.301521e+06 114 1.147667e+06 115 8.134416e+05 116 7.988525e+05 117 8.263665e+05 118 1.176024e+06 119 2.018682e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do ICMS,HWES,0.9082744121551514,"107 844217.1250 108 811068.6250 109 835025.7500 110 844154.0625 111 823822.9375 112 840813.4375 113 844154.0625 114 823822.9375 115 825225.8750 116 835158.1250 117 844154.0625 118 830880.8750 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do IPVA,SARIMAX,0.8002009391784668,"65 42712.222656 66 43200.753906 67 67887.445312 68 82907.335938 69 82995.695312 70 83735.093750 71 68035.812500 72 55211.414062 73 94830.648438 74 111878.757812 75 77425.148438 76 111556.484375 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Cota-Parte do ITR,MLP,1.3414998054504395,"85 36507.035199 86 44269.449946 87 53527.156804 88 65101.215753 89 107048.934124 90 101113.142802 91 112597.083891 92 137613.913181 93 165630.668829 94 321249.154981 95 235671.899152 96 284351.471599 Name: Valor, dtype: float64" Prefeitura Municipal de Gentil - RS,Transferencias LC 61_1989,XGBoost,1.0478074550628662,"106 5292.377441 107 5825.233398 108 5870.732422 109 5224.594238 110 5372.073242 111 5493.303223 112 6344.281250 113 6425.777832 114 5920.790039 115 6477.402832 116 6254.817383 117 6250.522949 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,IPTU,MLP,1.4200732707977295,"108 41959.250031 109 39681.934709 110 264181.075618 111 45040.951117 112 28246.694309 113 36811.936541 114 34776.658398 115 47721.231398 116 29535.956656 117 43346.860856 118 25177.841286 119 36766.717626 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,ISS,HWES,1.7047288417816162,"108 30952.279297 109 31261.226562 110 32953.804688 111 31204.814453 112 33584.972656 113 33584.972656 114 31440.800781 115 33127.039062 116 31440.800781 117 33247.792969 118 33581.179688 119 33199.996094 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,ITBI,HWES,1.2488813400268555,"107 24702.873047 108 21392.789062 109 21529.431641 110 18122.126953 111 18795.666016 112 42906.894531 113 42458.011719 114 42027.328125 115 22274.679688 116 20902.398438 117 20731.037109 118 21439.990234 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,IRRF,SARIMAX,0.8386332988739014,"108 132083.65625 109 132083.65625 110 132083.65625 111 132083.65625 112 132083.65625 113 132083.65625 114 132083.65625 115 132083.65625 116 132083.65625 117 132083.65625 118 132083.65625 119 132083.65625 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do FPM,HWES,0.8865258693695068,"108 1.313358e+06 109 1.893769e+06 110 1.073744e+06 111 1.150791e+06 112 1.313358e+06 113 1.243625e+06 114 1.313358e+06 115 1.073744e+06 116 1.060767e+06 117 9.590602e+05 118 1.313358e+06 119 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do ICMS,HWES,0.8676590919494629,"108 801146.3125 109 771322.8750 110 802189.5625 111 791585.3750 112 860758.4375 113 852321.1875 114 760490.3750 115 845692.6875 116 863243.3125 117 860758.4375 118 802618.7500 119 848525.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do IPVA,AR,1.2033343315124512,"107 165468.609375 108 101700.906250 109 123761.343750 110 133268.750000 111 123780.507812 112 46208.031250 113 46208.031250 114 29941.421875 115 18284.142578 116 2469.261230 117 2469.261230 118 133327.687500 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Cota-Parte do ITR,SARIMAX,1.5130820274353027,"102 9882.562500 103 9948.808594 104 9844.353516 105 9929.589844 106 9882.562500 107 9778.632812 108 9948.875977 109 10215.071289 110 16308.656250 111 17040.070312 112 10244.062500 113 14589.466797 Name: Valor, dtype: float64" Prefeitura Municipal de Segredo - RS,Transferencias LC 61_1989,AR,0.7266433238983154,"60 4642.393555 61 5119.560547 62 5380.233887 63 5626.565430 64 5465.477051 65 5516.768555 66 5523.993652 67 5465.477051 68 5626.320801 69 5502.430664 70 5477.728516 71 6389.096680 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,IPTU,XGBoost,1.2659056186676025,"105 10021.595703 106 8506.244141 107 5793.907227 108 -1140.765381 109 -732.638306 110 -7020.741211 111 6861.721680 112 -971.475769 113 -732.514465 114 -971.475769 115 7122.372559 116 7122.372559 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,ISS,AR,1.3965480327606201,"108 14721.017578 109 17224.964844 110 16404.169922 111 15179.958008 112 16408.908203 113 15900.657227 114 16051.772461 115 15546.669922 116 16535.552734 117 16535.552734 118 15192.232422 119 16535.552734 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,ITBI,XGBoost,1.5041968822479248,"107 8001.711426 108 9327.798828 109 7731.477539 110 4211.342773 111 5169.995117 112 6859.787598 113 7886.900391 114 3536.251953 115 9891.728516 116 359.046875 117 -26.616671 118 463.457733 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,IRRF,XGBoost,1.2707929611206055,"108 35659.394531 109 17674.005859 110 35659.394531 111 35424.722656 112 36718.996094 113 36718.996094 114 36718.996094 115 41933.355469 116 41933.355469 117 41933.355469 118 41933.355469 119 55882.167969 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do FPM,AR,0.8412597179412842,"108 9.361476e+05 109 1.234870e+06 110 1.106924e+06 111 1.228430e+06 112 1.025614e+06 113 1.323115e+06 114 1.235394e+06 115 1.025614e+06 116 1.110519e+06 117 1.094666e+06 118 1.033482e+06 119 1.026892e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ICMS,SARIMAX,0.9684014320373535,"108 584626.1875 109 665478.4375 110 621546.3125 111 586160.3125 112 583499.3750 113 584626.1875 114 577968.9375 115 585935.5625 116 585959.5000 117 585959.5000 118 583274.6250 119 585671.0000 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do IPVA,XGBoost,1.3242576122283936,"108 3826.453369 109 43160.226562 110 31661.208984 111 32256.408203 112 44211.773438 113 45244.605469 114 5359.157715 115 43014.863281 116 43020.285156 117 43494.367188 118 43532.972656 119 42370.542969 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Cota-Parte do ITR,XGBoost,1.0691583156585693,"75 136.702713 76 108.442612 77 192.441498 78 868.456482 79 1927.627441 80 2504.047607 81 3513.056396 82 4088.984375 83 4087.608887 84 4064.427734 85 4088.771484 86 4088.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Vista Gaúcha - RS,Transferencias LC 61_1989,XGBoost,0.5529019832611084,"48 5228.143555 49 6251.993164 50 6380.061035 51 6550.925781 52 6178.649902 53 6565.088379 54 6597.367188 55 6561.010742 56 6638.540527 57 6446.009277 58 6609.009766 59 6446.009277 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,IPTU,AR,1.668668270111084,"91 2897.756836 92 2784.883057 93 3525.133057 94 3891.843018 95 4425.915527 96 4951.976074 97 3633.872314 98 4263.660156 99 3914.012451 100 5118.662109 101 5370.856934 102 5733.692383 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,ISS,XGBoost,0.96805739402771,"96 175609.671875 97 179099.250000 98 176779.812500 99 176823.984375 100 178811.453125 101 179709.265625 102 178811.453125 103 177357.546875 104 170417.796875 105 177127.484375 106 179130.750000 107 178811.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,ITBI,AR,1.192126750946045,"87 8345.756836 88 9055.736328 89 11923.322266 90 13843.435547 91 11923.322266 92 13931.629883 93 14476.847656 94 11602.730469 95 10141.210938 96 7509.735352 97 13888.409180 98 14850.157227 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,IRRF,SARIMAX,0.7250359058380127,"96 116149.773438 97 114733.531250 98 116116.585938 99 116146.445312 100 116219.835938 101 116219.835938 102 116219.835938 103 116219.835938 104 116925.093750 105 119907.593750 106 116925.093750 107 119888.835938 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do FPM,SARIMAX,0.9287028312683105,"96 1776112.875 97 1811506.375 98 1328890.500 99 1776112.875 100 1811506.000 101 1776112.875 102 1811506.375 103 1776112.875 104 1592504.000 105 1638833.500 106 1811506.000 107 1811506.375 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ICMS,HWES,0.8130691051483154,"96 383003.31250 97 553202.31250 98 437515.00000 99 411050.15625 100 437515.09375 101 409502.81250 102 411050.15625 103 408267.71875 104 394290.56250 105 353708.59375 106 349700.06250 107 437515.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do IPVA,HWES,1.2197275161743164,"96 98104.500000 97 97704.359375 98 70943.781250 99 90192.546875 100 71655.257812 101 10617.907227 102 10617.907227 103 10617.907227 104 9829.052734 105 9203.675781 106 9665.278320 107 175235.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Cota-Parte do ITR,MLP,1.5517961978912354,"94 14775.611863 95 12008.663234 96 12776.318627 97 13804.316976 98 14700.569037 99 16380.795259 100 17856.591432 101 21316.597007 102 32271.068326 103 96026.098056 104 27188.746581 105 28953.787460 Name: Valor, dtype: float64" Prefeitura Municipal de Mariana Pimentel - RS,Transferencias LC 61_1989,AR,1.0674433708190918,"96 3752.049316 97 4396.833496 98 4010.329590 99 3816.276855 100 3433.603516 101 3568.930176 102 3475.243896 103 3621.563477 104 3447.355225 105 3714.100830 106 4000.963867 107 3370.847900 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,IPTU,SARIMAX,1.280651330947876,"92 2918.000977 93 12446.953125 94 70116.781250 95 70116.781250 96 158397.500000 97 350088.375000 98 54917.136719 99 55019.062500 100 12683.096680 101 10341.233398 102 12245.222656 103 14857.897461 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,ISS,SARIMAX,0.8379673957824707,"96 291340.68750 97 291365.84375 98 290392.78125 99 350620.59375 100 350620.59375 101 291365.84375 102 350623.40625 103 291365.84375 104 350620.59375 105 350620.59375 106 291365.84375 107 350620.59375 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,ITBI,AR,0.8957884311676025,"96 29130.667969 97 14969.088867 98 15029.680664 99 30838.869141 100 48643.824219 101 31937.037109 102 13846.721680 103 37708.609375 104 32150.134766 105 31784.103516 106 15930.396484 107 29614.128906 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,IRRF,SARIMAX,0.8649556636810303,"96 261994.59375 97 261985.65625 98 262609.00000 99 262609.00000 100 262609.00000 101 262609.00000 102 262609.00000 103 262609.00000 104 262609.00000 105 262609.00000 106 409052.15625 107 262609.00000 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do FPM,HWES,0.911069393157959,"96 1.206486e+06 97 1.893784e+06 98 1.015881e+06 99 1.135339e+06 100 1.206529e+06 101 1.227338e+06 102 1.206529e+06 103 9.764978e+05 104 9.962596e+05 105 9.600147e+05 106 1.206529e+06 107 1.893784e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do ICMS,HWES,0.8912937641143799,"96 4992785.5 97 4739383.0 98 4662050.0 99 4946415.0 100 4966777.5 101 4901646.0 102 4946598.0 103 4946306.5 104 4946306.5 105 4965087.5 106 4901652.0 107 4974725.0 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do IPVA,SARIMAX,1.2209668159484863,"96 325181.250000 97 70007.382812 98 102694.179688 99 198508.000000 100 192388.453125 101 67711.273438 102 27582.962891 103 25769.462891 104 26565.449219 105 23976.949219 106 11595.509766 107 325187.843750 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Cota-Parte do ITR,XGBoost,1.9666540622711182,"94 130.811935 95 139.384705 96 94.526367 97 27.710548 98 51.904835 99 122.299828 100 154.584351 101 72.818329 102 74369.835938 103 64487.671875 104 999.789673 105 1890.649536 Name: Valor, dtype: float64" Prefeitura Municipal de Aratiba - RS,Transferencias LC 61_1989,XGBoost,0.9516761302947998,"96 38374.281250 97 34025.203125 98 35825.796875 99 41240.617188 100 35566.628906 101 40760.058594 102 38904.976562 103 34702.324219 104 35078.613281 105 25283.480469 106 34955.886719 107 42273.285156 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,IPTU,SES,1.3492686748504639,"77 1342.041870 78 2875.472900 79 2168.480957 80 1983.823608 81 2356.236816 82 804.650513 83 -677.679504 84 -98.243217 85 563.533142 86 -88.296082 87 99.369537 88 482.284424 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,ISS,XGBoost,1.4580938816070557,"96 17346.191406 97 17733.259766 98 17519.316406 99 20777.962891 100 17732.779297 101 18430.984375 102 17733.259766 103 17686.800781 104 18429.818359 105 18478.220703 106 17810.695312 107 17754.912109 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,ITBI,SES,1.4737558364868164,"95 5847.475098 96 5123.153320 97 7210.432129 98 7014.533203 99 6051.156738 100 5849.713867 101 9106.382812 102 6359.514160 103 14588.262695 104 5222.783203 105 6865.012207 106 10759.297852 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,IRRF,XGBoost,1.3183526992797852,"96 128249.242188 97 128249.242188 98 128249.242188 99 128249.242188 100 128249.242188 101 128249.242188 102 128249.242188 103 128249.242188 104 128249.242188 105 128249.242188 106 128249.242188 107 128249.242188 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do FPM,HWES,1.023451328277588,"96 1247516.625 97 1893895.625 98 1046878.000 99 1135481.625 100 1247635.125 101 1241441.375 102 1247635.125 103 1046878.000 104 1046878.000 105 964521.625 106 1247635.125 107 1893895.625 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ICMS,HWES,0.8201520442962646,"96 614531.81250 97 483192.71875 98 549672.43750 99 584825.68750 100 574380.37500 101 579454.56250 102 584825.68750 103 434326.90625 104 584866.68750 105 574380.37500 106 585431.31250 107 574380.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do IPVA,SARIMAX,2.086120128631592,"93 90308.046875 94 204759.546875 95 204749.453125 96 204757.250000 97 204759.546875 98 203814.578125 99 203878.687500 100 204757.250000 101 204656.656250 102 202584.953125 103 205381.765625 104 204086.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Cota-Parte do ITR,XGBoost,1.1249876022338867,"85 877.421570 86 875.847290 87 927.251953 88 890.700500 89 4945.302734 90 4561.742188 91 7154.020508 92 4103.006348 93 4206.083984 94 4218.175293 95 4145.724121 96 4149.649414 Name: Valor, dtype: float64" Prefeitura Municipal de Rio dos Índios - RS,Transferencias LC 61_1989,XGBoost,1.0207250118255615,"60 4244.966309 61 4723.358887 62 4088.667480 63 919.105713 64 891.271118 65 905.048645 66 877.335876 67 891.271118 68 969.743591 69 930.957336 70 891.271118 71 878.353821 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,IPTU,HWES,0.807112455368042,"86 60886.074219 87 59674.566406 88 226162.375000 89 809141.875000 90 108923.656250 91 107400.328125 92 114618.921875 93 111650.937500 94 124823.156250 95 60894.515625 96 62380.699219 97 73178.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,ISS,XGBoost,0.920274019241333,"96 131029.562500 97 146056.500000 98 135229.343750 99 89606.796875 100 89554.312500 101 83542.148438 102 133464.609375 103 137011.421875 104 84541.031250 105 96400.140625 106 90505.250000 107 89838.101562 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,ITBI,HWES,0.9365894794464111,"96 49045.921875 97 43923.773438 98 37099.433594 99 47226.675781 100 49068.734375 101 47655.570312 102 48877.847656 103 47437.253906 104 48564.246094 105 48008.683594 106 48265.921875 107 48265.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,IRRF,MLP,1.5255684852600098,"95 84008.198185 96 78003.947125 97 80217.680863 98 79402.804986 99 77951.743901 100 77653.605713 101 78385.841691 102 77333.796599 103 79228.487191 104 80837.337037 105 80120.688930 106 101505.955065 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do FPM,HWES,1.1663880348205566,"96 1727604.625 97 2525025.250 98 1406879.125 99 1572055.625 100 1731238.000 101 1802357.500 102 1731238.000 103 1406879.125 104 1406879.125 105 1299110.750 106 1731238.000 107 2525025.250 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do ICMS,HWES,0.9275610446929932,"96 873880.0000 97 773523.0625 98 774037.3125 99 853771.8125 100 922104.8750 101 876330.6875 102 853771.8125 103 893913.1250 104 871909.0000 105 912262.9375 106 862394.6250 107 912262.9375 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do IPVA,XGBoost,1.1659388542175293,"96 245117.359375 97 142526.421875 98 134509.187500 99 245117.359375 100 227283.265625 101 86906.164062 102 54433.859375 103 71746.976562 104 40357.492188 105 30132.386719 106 28857.880859 107 227283.265625 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Cota-Parte do ITR,SARIMAX,1.0367884635925293,"83 195.681686 84 307.269409 85 278.101929 86 266.170868 87 2270.109375 88 79.903908 89 24.854271 90 45.792324 91 211.267120 92 2908.607422 93 2910.422852 94 -7.016177 Name: Valor, dtype: float64" Prefeitura Municipal de Planalto - RS,Transferencias LC 61_1989,AR,0.654062032699585,"48 7731.603516 49 7587.655762 50 7551.438965 51 7665.182617 52 7619.480957 53 7683.792480 54 7692.057129 55 7463.785645 56 7654.388672 57 7646.715332 58 7494.467773 59 7650.741699 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,IPTU,AR,1.0182688236236572,"85 478.317810 86 1491.528809 87 274.201599 88 940.667908 89 814.987366 90 869.653320 91 1972.598755 92 2504.943359 93 1088.250000 94 440.726044 95 585.038818 96 953.421692 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,ISS,HWES,1.3502681255340576,"95 52880.550781 96 52452.957031 97 52373.589844 98 52373.812500 99 58019.425781 100 52373.589844 101 58020.058594 102 58019.425781 103 52373.980469 104 52373.980469 105 52374.679688 106 58020.058594 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,ITBI,XGBoost,1.138777732849121,"83 2011.375732 84 2027.685669 85 6728.873047 86 2517.130371 87 1816.286743 88 4862.652832 89 4721.299805 90 4651.690430 91 4913.161621 92 4888.102539 93 4910.326660 94 8099.978516 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,IRRF,SARIMAX,1.1165342330932617,"96 124760.781250 97 129323.851562 98 134224.375000 99 134200.656250 100 134200.656250 101 131992.640625 102 134200.656250 103 131992.640625 104 134200.656250 105 131988.765625 106 134200.656250 107 134224.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do FPM,HWES,0.9182760715484619,"96 1211046.125 97 1893869.250 98 1111671.875 99 1137739.500 100 1213290.500 101 1243005.250 102 1214039.000 103 1111671.875 104 1118395.500 105 942145.250 106 1213290.500 107 1893869.250 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ICMS,SES,0.9095907211303711,"95 333206.68750 96 333633.34375 97 331728.15625 98 342683.00000 99 361190.93750 100 350620.71875 101 355899.21875 102 359822.34375 103 359822.34375 104 349667.18750 105 350620.34375 106 349667.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do IPVA,AR,1.3635921478271484,"94 58805.261719 95 41396.144531 96 41396.144531 97 62415.003906 98 62415.003906 99 25626.445312 100 22688.746094 101 19944.517578 102 25626.445312 103 20252.339844 104 16367.283203 105 58579.582031 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Cota-Parte do ITR,XGBoost,1.123023271560669,"70 110.214798 71 110.362732 72 84.977165 73 261.391327 74 130.303818 75 86.618431 76 117.078194 77 92.952583 78 216.671234 79 200.501114 80 47.483273 81 238.060226 Name: Valor, dtype: float64" Prefeitura Municipal de Dom Pedro de Alcântara - RS,Transferencias LC 61_1989,AR,1.0377519130706787,"95 2901.165527 96 2829.933350 97 2887.489746 98 2899.113525 99 2444.233154 100 2644.457275 101 2665.591797 102 2440.729248 103 2588.020996 104 2883.787354 105 2887.489746 106 2764.215088 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,IPTU,XGBoost,1.3170475959777832,"69 -258.970123 70 -133.903290 71 57397.734375 72 6086.111816 73 4460.836914 74 696.960266 75 648.517273 76 197.256561 77 453.829803 78 -307.545074 79 -654.988159 80 -307.545074 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,ISS,XGBoost,1.139787197113037,"84 7424.002441 85 6045.396973 86 6045.396973 87 6045.396973 88 6155.309082 89 6691.145020 90 6676.825684 91 6671.430664 92 6547.010254 93 6873.722656 94 6671.430664 95 6805.352539 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,ITBI,AR,1.5567634105682373,"65 2455.778320 66 4577.599121 67 3744.708252 68 5196.615723 69 2464.260254 70 3000.044189 71 4716.282715 72 782.010925 73 782.010925 74 3354.560547 75 1569.679688 76 510.730988 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,IRRF,Prophet,1.4906020164489746,"81 456136.65625 82 452301.81250 83 456098.96875 84 452815.31250 85 456098.96875 86 452478.15625 87 452702.28125 88 452815.31250 89 456098.96875 90 452478.15625 91 456323.37500 92 455865.50000 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do FPM,XGBoost,0.8530817031860352,"84 1247598.875 85 1247741.375 86 1241424.625 87 1247598.875 88 1241424.625 89 1247741.375 90 1206065.750 91 1247741.375 92 1206065.750 93 1206065.750 94 1241424.625 95 1241424.625 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ICMS,XGBoost,0.8688583374023438,"84 212415.812500 85 274814.906250 86 274804.156250 87 274818.031250 88 275064.562500 89 274804.250000 90 274687.250000 91 273642.437500 92 273604.187500 93 272152.625000 94 246482.703125 95 274095.656250 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do IPVA,XGBoost,1.4968819618225098,"81 52582.742188 82 52490.890625 83 54291.679688 84 55062.359375 85 52143.312500 86 54744.863281 87 54776.234375 88 58556.144531 89 54712.222656 90 58502.605469 91 58541.281250 92 52490.472656 Name: Valor, dtype: float64" Prefeitura Municipal de Engenho Velho - RS,Cota-Parte do ITR,SES,0.8316452503204346,"49 43.730343 50 160.834747 51 544.427246 52 557.226929 53 404.794128 54 110.688339 55 109.331688 56 404.906097 57 404.794128 58 411.845520 59 409.587189 60 32.394871 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,IPTU,SES,1.0890324115753174,"86 46195.824219 87 23752.708984 88 42076.824219 89 4978.690430 90 14427.333008 91 6274.481445 92 18376.382812 93 72509.523438 94 18364.042969 95 866.298401 96 1435.682861 97 7255.201660 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,ISS,XGBoost,0.6654109954833984,"88 91152.484375 89 91227.664062 90 91227.664062 91 91227.671875 92 91227.671875 93 91227.671875 94 91227.671875 95 91693.289062 96 91306.781250 97 91306.781250 98 91306.554688 99 91306.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,ITBI,MLP,1.2920079231262207,"78 28485.284476 79 27975.580381 80 31958.638987 81 44640.401242 82 30037.772772 83 35017.038862 84 32916.855699 85 30453.692908 86 28642.260417 87 33716.238657 88 28898.441158 89 29702.431338 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,IRRF,SARIMAX,0.8317999839782715,"64 131589.250000 65 131589.015625 66 131589.015625 67 131589.015625 68 131589.250000 69 131589.250000 70 131589.250000 71 131589.015625 72 131589.250000 73 131589.250000 74 131589.250000 75 131518.343750 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do FPM,HWES,0.9702208042144775,"88 1.259182e+06 89 1.893769e+06 90 1.044290e+06 91 1.173250e+06 92 1.052752e+06 93 1.255472e+06 94 1.059936e+06 95 1.044290e+06 96 1.044293e+06 97 9.842562e+05 98 1.052752e+06 99 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do ICMS,SES,0.8662018775939941,"88 1.046304e+06 89 7.251234e+05 90 9.381858e+05 91 9.303225e+05 92 9.432071e+05 93 9.382066e+05 94 9.638064e+05 95 9.773085e+05 96 8.722728e+05 97 1.007914e+06 98 9.747576e+05 99 1.058503e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do IPVA,XGBoost,1.1624507904052734,"88 318552.437500 89 133362.359375 90 222627.437500 91 197659.140625 92 195005.828125 93 31003.335938 94 89175.945312 95 12751.083008 96 28364.365234 97 19279.306641 98 38595.191406 99 218099.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Cota-Parte do ITR,SES,1.4192523956298828,"73 2172.277588 74 2388.451904 75 -45.681030 76 -177.177277 77 -49.485931 78 -293.250366 79 -177.177277 80 -45.545708 81 1521.668457 82 1477.796631 83 164.388474 84 1610.627197 Name: Valor, dtype: float64" Prefeitura Municipal de Estação - RS,Transferencias LC 61_1989,SES,1.8088345527648926,"88 9223.807617 89 8441.944336 90 8835.573242 91 9112.282227 92 9009.876953 93 9638.800781 94 9593.983398 95 8836.521484 96 8853.792969 97 9435.967773 98 8854.415039 99 9519.191406 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,IPTU,AR,1.2833564281463623,"87 -22.887197 88 7378.133789 89 49091.851562 90 66598.187500 91 13643.524414 92 7186.243164 93 4249.211426 94 8901.501953 95 704.081787 96 624.670349 97 704.081787 98 4249.211426 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,ISS,HWES,1.1443023681640625,"88 40296.242188 89 63916.578125 90 36866.343750 91 61527.636719 92 36549.375000 93 34388.906250 94 68770.976562 95 71722.554688 96 95673.593750 97 110272.601562 98 66174.640625 99 66174.640625 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,ITBI,XGBoost,1.0934841632843018,"83 13241.506836 84 19696.550781 85 4960.652832 86 5205.888184 87 11287.411133 88 2996.099609 89 3876.619141 90 3420.241455 91 -3830.095215 92 -5267.644043 93 116472.468750 94 6076.772949 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,IRRF,SARIMAX,1.3310425281524658,"88 24027.812500 89 34381.093750 90 34380.960938 91 36495.648438 92 42182.628906 93 36495.648438 94 33996.917969 95 33996.917969 96 34380.960938 97 57900.183594 98 33996.917969 99 57900.183594 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do FPM,SARIMAX,1.3880600929260254,"86 1035249.375 87 1893768.750 88 1839167.625 89 1854230.750 90 1861610.625 91 1861492.500 92 1854685.500 93 1879747.500 94 1035249.375 95 1003883.875 96 1861610.625 97 1839167.625 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ICMS,MLP,0.8299703598022461,"87 386586.665888 88 369566.651062 89 449626.635015 90 427964.423728 91 448937.872487 92 426113.166936 93 329714.596204 94 440700.812253 95 429391.432077 96 468671.732815 97 424792.985757 98 469593.788858 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do IPVA,XGBoost,0.9309911727905273,"74 70328.742188 75 65183.468750 76 16270.747070 77 37052.832031 78 65486.960938 79 46100.187500 80 21229.009766 81 20179.941406 82 11385.216797 83 12314.371094 84 28989.949219 85 33098.875000 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Cota-Parte do ITR,XGBoost,1.3333420753479004,"62 2015.961670 63 1730.138672 64 1663.376831 65 2351.771484 66 2351.771484 67 2351.771484 68 2084.114502 69 1730.930908 70 9641.557617 71 26055.966797 72 1731.955811 73 1754.500122 Name: Valor, dtype: float64" Prefeitura Municipal de Sentinela do Sul - RS,Transferencias LC 61_1989,XGBoost,1.1714773178100586,"87 4206.715332 88 4425.540527 89 3550.519043 90 4774.967773 91 3827.582031 92 3689.810547 93 3784.797363 94 3827.582031 95 3352.975098 96 3258.969482 97 4730.949707 98 3717.721191 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,IPTU,XGBoost,1.6426303386688232,"83 1857.985229 84 1883.601562 85 3345.635498 86 5885.839844 87 5933.466309 88 8787.936523 89 17462.060547 90 8787.936523 91 4032.653076 92 15800.596680 93 6983.438965 94 9444.482422 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,ISS,Prophet,1.1546876430511475,"87 7234.914551 88 8803.185547 89 7657.243652 90 10025.116211 91 7844.697754 92 7537.388672 93 10100.798828 94 7537.724609 95 8598.629883 96 7925.560059 97 7370.900879 98 7957.304199 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,ITBI,MLP,1.2518548965454102,"79 20523.221985 80 15216.617742 81 16241.563051 82 15726.420010 83 19589.894750 84 18825.365045 85 18364.990635 86 17717.559983 87 20707.890935 88 16955.527904 89 15188.336232 90 18032.450603 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,IRRF,Prophet,0.8390295505523682,"87 63235.875000 88 63366.777344 89 66052.429688 90 63043.890625 91 63043.890625 92 63043.890625 93 63235.875000 94 63366.777344 95 63062.156250 96 63235.875000 97 63235.875000 98 66052.429688 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do FPM,HWES,0.9321818351745605,"87 1464588.750 88 1893768.625 89 1082655.875 90 1189005.000 91 1464588.750 92 1463248.000 93 1570812.000 94 1082655.875 95 1083547.250 96 997327.375 97 1464588.750 98 1893768.625 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ICMS,SARIMAX,0.8346812725067139,"87 384214.59375 88 274241.81250 89 345367.00000 90 381312.40625 91 396471.65625 92 394045.62500 93 396323.12500 94 396471.65625 95 396323.12500 96 397307.12500 97 390328.59375 98 397307.12500 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do IPVA,XGBoost,1.1915225982666016,"86 32861.875000 87 24936.597656 88 23345.882812 89 32860.105469 90 36811.199219 91 38246.160156 92 27083.683594 93 13418.111328 94 4157.542480 95 4480.389160 96 4263.944824 97 30554.208984 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Cota-Parte do ITR,XGBoost,1.0359234809875488,"60 230.311722 61 161.582047 62 3305.775635 63 161.582047 64 3362.353516 65 3364.436768 66 87.501228 67 230.311722 68 145.777512 69 3349.377930 70 3362.353516 71 3304.867188 Name: Valor, dtype: float64" Prefeitura Municipal de Sagrada Família - RS,Transferencias LC 61_1989,AR,1.0318706035614014,"51 3341.683594 52 2908.975342 53 3235.728516 54 3300.350342 55 3286.761963 56 3306.184570 57 3160.231689 58 3305.479980 59 3295.051514 60 3332.160645 61 3232.059570 62 3124.714844 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,IPTU,SARIMAX,1.3478569984436035,"96 16082.894531 97 23082.470703 98 26095.613281 99 16488.851562 100 29894.533203 101 112420.875000 102 21271.244141 103 41126.671875 104 8122.496582 105 8135.337891 106 18377.707031 107 19533.312500 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,ISS,SES,1.6774847507476807,"96 143269.718750 97 147234.203125 98 309965.875000 99 309965.875000 100 149472.015625 101 304082.687500 102 304081.281250 103 313603.187500 104 304081.281250 105 143360.500000 106 313603.187500 107 207976.796875 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,ITBI,XGBoost,1.102402925491333,"94 276306.375000 95 138117.250000 96 111132.968750 97 137960.562500 98 127957.132812 99 166431.296875 100 252946.343750 101 215210.109375 102 230442.671875 103 195900.609375 104 195743.921875 105 223647.234375 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,IRRF,XGBoost,0.6632223129272461,"96 158371.906250 97 86129.859375 98 149447.890625 99 135610.281250 100 134757.218750 101 149447.890625 102 165552.765625 103 135610.281250 104 134847.984375 105 158371.906250 106 165388.343750 107 158371.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do FPM,HWES,0.9081380367279053,"96 1.220293e+06 97 1.893768e+06 98 1.015365e+06 99 1.149357e+06 100 1.222412e+06 101 1.244549e+06 102 1.223090e+06 103 1.052788e+06 104 1.052788e+06 105 9.646588e+05 106 1.222412e+06 107 1.893768e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8937325477600098,"96 1346183.875 97 1211481.750 98 1211481.750 99 1340657.625 100 1366081.250 101 1335999.750 102 1342256.125 103 1344137.625 104 1344221.750 105 1313610.125 106 1340657.500 107 1313610.125 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do IPVA,MLP,1.117875576019287,"86 120834.568118 87 88350.081136 88 98651.131839 89 111938.613403 90 104303.702074 91 84441.216711 92 80181.007220 93 74971.175926 94 75033.205744 95 74418.768773 96 73584.607602 97 100688.532394 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Cota-Parte do ITR,XGBoost,2.1440529823303223,"94 18868.486328 95 9741.887695 96 10301.262695 97 10928.583984 98 12392.581055 99 11106.656250 100 11464.498047 101 11234.968750 102 19867.574219 103 223013.890625 104 19700.466797 105 19700.466797 Name: Valor, dtype: float64" Prefeitura Municipal de Cambará do Sul - RS,Transferencias LC 61_1989,HWES,1.0653259754180908,"96 9774.266602 97 7979.669434 98 8343.670898 99 9197.023438 100 8710.838867 101 8533.628906 102 8515.857422 103 8517.554688 104 10029.706055 105 9509.216797 106 9272.071289 107 10158.161133 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,IPTU,HWES,1.2955749034881592,"77 4036.452637 78 6318.231445 79 15568.282227 80 6318.231445 81 14505.649414 82 15224.696289 83 15255.742188 84 10551.907227 85 8763.770508 86 10551.907227 87 11177.457031 88 12431.136719 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,ISS,MLP,0.8609259128570557,"84 17775.556747 85 18420.051154 86 19182.539427 87 19471.496512 88 20259.332742 89 21012.504593 90 21921.352898 91 23063.270502 92 23992.690820 93 24283.990669 94 23786.509410 95 23565.557314 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,ITBI,AR,1.3068702220916748,"83 12354.631836 84 4001.637451 85 -1085.095947 86 -3284.732666 87 4073.505127 88 9876.114258 89 8612.541016 90 8799.275391 91 2941.613525 92 8610.540039 93 2941.613525 94 -3991.417236 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,IRRF,MLP,1.571143388748169,"84 24555.949509 85 25575.805139 86 25889.419717 87 30567.214460 88 30953.765333 89 31899.006828 90 36286.909717 91 34518.684321 92 37587.496302 93 41378.031546 94 43107.799717 95 45813.235126 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do FPM,XGBoost,0.8527917861938477,"84 1.618240e+06 85 1.811507e+06 86 9.829719e+05 87 1.618240e+06 88 1.811703e+06 89 1.618240e+06 90 1.811507e+06 91 1.618240e+06 92 1.616913e+06 93 1.041264e+06 94 1.811703e+06 95 1.811507e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ICMS,XGBoost,0.8923540115356445,"84 466586.43750 85 548656.93750 86 551120.62500 87 548661.18750 88 559536.43750 89 548414.68750 90 548661.18750 91 548656.93750 92 548687.31250 93 538782.56250 94 522908.34375 95 548295.62500 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do IPVA,XGBoost,1.4804401397705078,"78 93486.039062 79 91625.398438 80 91144.460938 81 93486.039062 82 94833.625000 83 94472.265625 84 94472.265625 85 114648.281250 86 115092.062500 87 115092.062500 88 114648.281250 89 93486.039062 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Cota-Parte do ITR,MLP,1.499178409576416,"62 10673.842406 63 12626.467708 64 13435.151639 65 15565.133458 66 19507.340128 67 22342.665591 68 26606.668285 69 32097.351407 70 42404.673698 71 75109.265052 72 37501.310664 73 45616.472111 Name: Valor, dtype: float64" Prefeitura Municipal de Mato Castelhano - RS,Transferencias LC 61_1989,XGBoost,1.3794136047363281,"84 6305.387207 85 6305.387207 86 5059.715820 87 5016.805176 88 4997.347168 89 5041.890137 90 5027.969238 91 4842.058594 92 4522.690430 93 5022.307617 94 5041.890137 95 5081.979492 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,IPTU,SARIMAX,1.529003381729126,"83 4512.783203 84 19049.750000 85 204902.796875 86 59235.945312 87 6894.876953 88 1979.269409 89 4081.827393 90 3046.685791 91 3113.172119 92 2814.185303 93 1551.389160 94 3066.601074 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,ISS,Prophet,0.9143354892730713,"84 54837.464844 85 62360.335938 86 54084.230469 87 54836.757812 88 53157.441406 89 50457.832031 90 54726.792969 91 51722.804688 92 54499.789062 93 59212.375000 94 81744.125000 95 73121.812500 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,ITBI,MLP,0.6446311473846436,"84 27507.977419 85 30895.449010 86 28420.265810 87 24834.179731 88 31579.239539 89 27427.108409 90 27079.977571 91 30395.176942 92 36853.269063 93 29875.286726 94 29782.404031 95 29859.458429 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,IRRF,SARIMAX,1.9371469020843506,"84 10070.495117 85 86881.593750 86 86881.593750 87 86736.992188 88 86736.992188 89 86736.992188 90 86736.992188 91 86736.992188 92 86736.992188 93 86736.992188 94 86736.992188 95 86881.593750 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do FPM,XGBoost,1.3881900310516357,"85 1639345.250 86 1893768.875 87 1413637.750 88 1533868.875 89 1682931.000 90 1647386.125 91 1671377.500 92 1413637.750 93 1411389.125 94 1356578.750 95 1682931.000 96 1893768.875 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ICMS,HWES,0.8546113967895508,"84 683620.6250 85 689599.7500 86 673033.3750 87 739807.5625 88 757671.6250 89 757626.2500 90 759201.9375 91 756913.0000 92 756913.0000 93 676977.5000 94 759041.4375 95 717246.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do IPVA,XGBoost,1.1472697257995605,"84 125242.812500 85 60560.394531 86 65235.035156 87 216796.703125 88 216849.906250 89 31712.658203 90 35535.011719 91 32728.480469 92 34882.234375 93 30338.197266 94 8067.856445 95 288726.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Cota-Parte do ITR,HWES,1.0876836776733398,"75 -167.910370 76 136.776779 77 146.990585 78 43.258316 79 136.771301 80 45.649967 81 40.879269 82 468.734985 83 3514.752930 84 14591.028320 85 14262.510742 86 14277.399414 Name: Valor, dtype: float64" Prefeitura Municipal de Erval Grande - RS,Transferencias LC 61_1989,Prophet,0.8186306953430176,"48 4018.710205 49 4016.451416 50 4069.328125 51 4018.710205 52 3850.610596 53 3850.610596 54 3850.610596 55 3850.610596 56 3850.610596 57 4018.710205 58 3850.610596 59 3850.610596 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,IPTU,XGBoost,1.8025217056274414,"87 2576.973633 88 2777.487305 89 2516.319092 90 49557.929688 91 3144.495850 92 5715.072266 93 70735.859375 94 157021.203125 95 540.741760 96 485.942200 97 485.942200 98 4703.933105 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,ISS,SARIMAX,0.8362181186676025,"96 73075.781250 97 70181.226562 98 69577.546875 99 73070.148438 100 72948.875000 101 73075.781250 102 73075.781250 103 73075.781250 104 72948.875000 105 73051.742188 106 73075.781250 107 73070.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,IRRF,Prophet,0.7738707065582275,"96 126693.007812 97 84315.429688 98 84186.375000 99 84186.375000 100 74170.085938 101 74190.578125 102 84186.375000 103 74170.085938 104 84186.375000 105 84186.375000 106 74170.085938 107 126693.007812 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do FPM,AR,0.9306778907775879,"96 1.398585e+06 97 1.893769e+06 98 1.057438e+06 99 5.906023e+05 100 1.398585e+06 101 7.730939e+05 102 1.893769e+06 103 1.057438e+06 104 1.056858e+06 105 9.438001e+05 106 1.893769e+06 107 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ICMS,SARIMAX,0.8898532390594482,"96 647437.7500 97 595852.1250 98 620331.9375 99 658550.5625 100 655459.2500 101 647437.7500 102 658550.5625 103 660420.3125 104 660420.3125 105 655459.2500 106 647437.7500 107 655459.2500 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do IPVA,HWES,1.2775530815124512,"96 161486.640625 97 37633.593750 98 51552.703125 99 37633.593750 100 40192.007812 101 47749.265625 102 14621.916992 103 6226.487305 104 5608.559082 105 4951.462891 106 6764.471680 107 58952.839844 Name: Valor, dtype: float64" Prefeitura Municipal de Santo Antônio do Planalto - RS,Cota-Parte do ITR,XGBoost,1.1274924278259277,"32 12002.604492 33 12002.611328 34 12002.604492 35 12525.029297 36 12031.117188 37 12069.283203 38 15502.622070 39 15502.622070 40 15502.629883 41 14517.655273 42 372.734344 43 -11.672785 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,IPTU,AR,1.5429000854492188,"96 2.615722e+05 97 1.010175e+06 98 1.010175e+06 99 2.730079e+05 100 3.148157e+05 101 2.665178e+05 102 2.933894e+05 103 3.003077e+05 104 2.733474e+05 105 1.742550e+05 106 8.225003e+04 107 1.156290e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,ISS,Prophet,0.8765645027160645,"96 405626.78125 97 404646.62500 98 399781.46875 99 400964.18750 100 407294.62500 101 405626.78125 102 398524.21875 103 416617.59375 104 402072.50000 105 402681.90625 106 400205.46875 107 405626.78125 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,ITBI,AR,1.1531875133514404,"96 86935.734375 97 73547.710938 98 98139.218750 99 -3837.650391 100 86463.578125 101 73547.710938 102 100719.382812 103 98403.273438 104 98399.070312 105 86497.289062 106 63630.042969 107 86463.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,IRRF,HWES,1.1967074871063232,"84 151224.187500 85 151225.265625 86 158821.609375 87 178086.703125 88 159603.656250 89 159604.734375 90 178869.828125 91 171132.234375 92 167505.046875 93 170040.734375 94 165878.671875 95 597672.062500 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do FPM,HWES,0.7467401027679443,"96 1816913.750 97 2525025.000 98 1570533.750 99 1845244.000 100 1816913.750 101 1850233.375 102 1850233.375 103 1510303.500 104 1806893.750 105 1283517.125 106 1816913.750 107 2525025.000 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ICMS,SARIMAX,0.8906879425048828,"96 1962813.875 97 1907909.375 98 1940025.125 99 2020564.500 100 2076339.375 101 2066115.125 102 2056294.250 103 2076339.375 104 2056792.000 105 1960589.375 106 2029547.125 107 1972351.250 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do IPVA,SARIMAX,0.8838145732879639,"95 287224.625000 96 133382.609375 97 202032.281250 98 359363.500000 99 287308.750000 100 152944.453125 101 131402.312500 102 61397.066406 103 25872.962891 104 19307.312500 105 25872.962891 106 366612.093750 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Cota-Parte do ITR,XGBoost,1.207106590270996,"36 76616.570312 37 5925.550293 38 5100.615723 39 5130.651855 40 4552.305176 41 4552.305176 42 5878.277832 43 4519.775879 44 5596.791504 45 953969.937500 46 108234.703125 47 108178.273438 Name: Valor, dtype: float64" Prefeitura Municipal de Palmares do Sul - RS,Transferencias LC 61_1989,HWES,0.8235926628112793,"96 13663.599609 97 13322.600586 98 13563.619141 99 13501.220703 100 13713.143555 101 14387.060547 102 14250.782227 103 13342.645508 104 13791.761719 105 14070.170898 106 13253.936523 107 11852.782227 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,IPTU,SARIMAX,0.874779462814331,"96 7591.890137 97 8888.841797 98 8938.102539 99 9969.666016 100 102994.382812 101 161324.000000 102 254803.937500 103 38463.558594 104 38544.339844 105 38463.558594 106 38446.285156 107 9937.035156 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,ISS,XGBoost,1.0139367580413818,"96 60095.230469 97 60095.230469 98 60095.230469 99 60199.339844 100 60620.449219 101 60095.230469 102 60400.972656 103 60095.230469 104 60400.972656 105 60095.230469 106 60095.230469 107 60095.230469 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,ITBI,Prophet,1.0079796314239502,"96 18576.859375 97 18205.562500 98 23509.142578 99 18320.384766 100 21127.558594 101 15463.950195 102 22632.138672 103 13447.239258 104 18331.890625 105 12417.401367 106 12477.368164 107 11180.768555 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,IRRF,SARIMAX,0.6176724433898926,"96 121876.109375 97 121876.109375 98 123492.609375 99 123797.460938 100 123797.460938 101 123506.101562 102 123492.609375 103 123492.609375 104 123797.460938 105 123797.460938 106 123797.460938 107 123797.460938 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do FPM,AR,1.2292556762695312,"96 1207544.125 97 1312060.125 98 1127597.375 99 1171473.875 100 1207441.625 101 1209092.875 102 1255702.500 103 1127597.375 104 1129442.625 105 959654.375 106 1252457.000 107 1252457.000 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ICMS,HWES,0.9410936832427979,"96 786929.7500 97 713110.6250 98 743608.1875 99 733264.3125 100 738738.3750 101 757640.6875 102 736732.4375 103 782894.3125 104 782894.3125 105 782229.1875 106 737653.9375 107 782229.1875 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do IPVA,XGBoost,1.134331226348877,"96 241378.125000 97 65752.570312 98 103974.687500 99 241490.812500 100 335334.593750 101 36437.996094 102 80841.453125 103 37740.160156 104 23769.253906 105 19895.781250 106 9705.203125 107 241635.203125 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Cota-Parte do ITR,XGBoost,1.082538366317749,"82 231.694016 83 234.240173 84 209.576218 85 578.648743 86 86.338669 87 213.334030 88 242.833023 89 252.984680 90 567.440857 91 630.079346 92 73.891617 93 59.577724 Name: Valor, dtype: float64" Prefeitura Municipal de Pareci Novo - RS,Transferencias LC 61_1989,HWES,1.0193917751312256,"72 5387.802734 73 6361.007324 74 6564.106445 75 6921.192383 76 6924.768555 77 6880.565918 78 7229.713867 79 6758.145508 80 6877.829590 81 4410.179688 82 6828.495117 83 7308.539062 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,IPTU,AR,1.4639575481414795,"84 7.529400e+04 85 2.646851e+05 86 1.877972e+06 87 2.097048e+06 88 3.516068e+05 89 3.486034e+05 90 3.515720e+05 91 3.515720e+05 92 3.118372e+05 93 5.891516e+05 94 1.527420e+05 95 1.369289e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,ISS,SES,0.8668460845947266,"84 265315.90625 85 273078.43750 86 271021.59375 87 273078.43750 88 265315.90625 89 265315.90625 90 265315.90625 91 273078.43750 92 273078.43750 93 273078.43750 94 273078.43750 95 276323.75000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,ITBI,XGBoost,0.5331909656524658,"84 70193.406250 85 54902.429688 86 82555.335938 87 51309.976562 88 82871.953125 89 52904.214844 90 51309.976562 91 82661.843750 92 33622.875000 93 62124.578125 94 65289.753906 95 113769.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,IRRF,SARIMAX,0.9189889430999756,"84 200128.53125 85 200128.53125 86 200128.53125 87 200128.53125 88 202049.50000 89 200128.53125 90 200128.53125 91 202049.50000 92 202049.50000 93 200128.53125 94 200128.53125 95 348179.96875 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do FPM,MLP,1.0325188636779785,"84 2.095553e+06 85 2.390270e+06 86 1.746104e+06 87 1.858499e+06 88 2.043647e+06 89 2.107561e+06 90 2.365210e+06 91 1.971395e+06 92 2.003286e+06 93 1.959478e+06 94 2.204863e+06 95 2.815625e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ICMS,HWES,0.946660041809082,"84 1.184121e+06 85 8.958172e+05 86 9.051426e+05 87 9.388349e+05 88 9.492158e+05 89 9.402638e+05 90 9.403308e+05 91 9.518630e+05 92 9.487864e+05 93 9.408142e+05 94 9.029482e+05 95 9.506979e+05 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do IPVA,XGBoost,1.2256155014038086,"84 789120.937500 85 155267.718750 86 133980.843750 87 207697.453125 88 207697.453125 89 123976.265625 90 118843.250000 91 74363.632812 92 66868.250000 93 26777.582031 94 28961.539062 95 699696.375000 Name: Valor, dtype: float64" Prefeitura Municipal de Cerro Largo - RS,Cota-Parte do ITR,SARIMAX,1.4545197486877441,"76 -86.560242 77 -42.058895 78 -31.223440 79 -30.248623 80 2375.208496 81 11618.009766 82 -0.365360 83 -45.913406 84 79.701866 85 81.628418 86 80.734032 87 80.734032 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,IPTU,SARIMAX,1.6446533203125,"84 5.609292e+04 85 1.359983e+06 86 1.038676e+05 87 4.543060e+04 88 9.095593e+04 89 6.746161e+05 90 6.746507e+05 91 7.831070e+04 92 6.637249e+04 93 7.916321e+04 94 7.707448e+04 95 7.995253e+04 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,ISS,SARIMAX,1.0239231586456299,"84 151608.640625 85 151752.046875 86 202111.796875 87 202064.578125 88 202034.093750 89 202111.796875 90 140284.203125 91 202111.796875 92 151752.046875 93 151608.640625 94 202034.093750 95 151893.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,ITBI,XGBoost,0.9009449481964111,"84 197982.859375 85 199911.046875 86 199911.046875 87 81711.289062 88 197949.765625 89 198737.500000 90 197981.859375 91 197297.171875 92 199060.500000 93 199911.046875 94 199911.046875 95 202173.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,IRRF,SARIMAX,1.1705541610717773,"84 41637.988281 85 41642.269531 86 39999.593750 87 76187.921875 88 52237.265625 89 38975.101562 90 52237.265625 91 52237.265625 92 39999.593750 93 76187.921875 94 76187.921875 95 76187.921875 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do FPM,Prophet,0.8834996223449707,"84 1860957.125 85 2028025.375 86 1313332.000 87 1331572.750 88 1860957.125 89 2125609.250 90 2028025.375 91 1331483.875 92 1861071.750 93 2029530.250 94 2028025.375 95 2029530.250 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do ICMS,HWES,0.8693702220916748,"84 913186.0625 85 897467.3750 86 900463.6250 87 884193.0000 88 899171.4375 89 891908.9375 90 881030.2500 91 919866.8125 92 916562.5625 93 974736.1250 94 927308.3125 95 977880.8125 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do IPVA,HWES,0.943342924118042,"77 319934.218750 78 159972.703125 79 159972.703125 80 167503.500000 81 167503.500000 82 279328.156250 83 292675.031250 84 292675.031250 85 292675.031250 86 286822.843750 87 257573.156250 88 290318.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Cota-Parte do ITR,XGBoost,1.4179539680480957,"75 1837.019775 76 1613.063232 77 3394.017578 78 3500.984619 79 3500.984619 80 3499.752441 81 3460.732422 82 3477.000977 83 3496.730225 84 3260.500732 85 249.336273 86 440.331238 Name: Valor, dtype: float64" Prefeitura Municipal de Chuí - RS,Transferencias LC 61_1989,HWES,0.9146020412445068,"84 7978.600098 85 7677.242676 86 7879.623535 87 7419.801270 88 7420.948242 89 7422.921875 90 6469.012695 91 6589.645020 92 6570.209473 93 7734.974609 94 7431.731445 95 7955.508301 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,IPTU,MLP,1.2403883934020996,"82 13620.818198 83 14519.793546 84 34250.560746 85 28909.600880 86 20931.814877 87 17222.112151 88 12944.189882 89 11909.689845 90 12211.304243 91 17645.158968 92 16167.287100 93 15150.681477 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,ISS,XGBoost,1.3022618293762207,"84 15935.143555 85 13676.380859 86 15612.029297 87 15120.993164 88 16146.213867 89 15628.967773 90 15612.029297 91 15882.760742 92 16146.213867 93 15612.029297 94 13486.195312 95 16281.541016 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,ITBI,XGBoost,1.2294278144836426,"76 15537.196289 77 15448.538086 78 21669.466797 79 19301.988281 80 15724.253906 81 15643.510742 82 13476.522461 83 9080.650391 84 16467.765625 85 9116.530273 86 8207.284180 87 23350.560547 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,IRRF,XGBoost,1.9800693988800049,"84 21976.865234 85 37703.320312 86 47255.113281 87 37703.320312 88 37703.320312 89 37700.480469 90 37703.320312 91 37700.480469 92 37700.480469 93 37703.320312 94 47255.113281 95 47255.113281 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do FPM,HWES,1.0129101276397705,"84 1230959.875 85 1894033.375 86 1072972.000 87 1121462.250 88 1231224.625 89 1239470.750 90 1231224.625 91 1072972.000 92 1072972.000 93 937263.125 94 1231224.625 95 1894033.375 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ICMS,MLP,0.7853443622589111,"84 397837.590362 85 375247.170238 86 383293.290935 87 411293.168087 88 435084.912367 89 399316.293271 90 409433.677886 91 424538.720759 92 417687.829462 93 444157.263409 94 403077.736119 95 449226.040179 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do IPVA,SARIMAX,1.1729156970977783,"81 33333.476562 82 22951.996094 83 37224.214844 84 41469.687500 85 41468.703125 86 7014.016113 87 6122.354004 88 4979.368164 89 4718.078613 90 4889.881836 91 4672.187012 92 41454.671875 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Cota-Parte do ITR,HWES,1.0402517318725586,"69 73.426537 70 4405.152832 71 10918.860352 72 11936.948242 73 16933.820312 74 16754.826172 75 5091.024902 76 5137.354980 77 5122.704590 78 5071.107910 79 16866.941406 80 5105.076660 Name: Valor, dtype: float64" Prefeitura Municipal de Faxinalzinho - RS,Transferencias LC 61_1989,XGBoost,1.06380295753479,"60 3476.184326 61 3907.140137 62 3843.464844 63 3407.841064 64 3023.621338 65 3123.608398 66 3223.029297 67 3023.621338 68 3271.812012 69 3476.184326 70 3023.621338 71 3221.094482 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,IPTU,SES,0.7649993896484375,"84 279869.843750 85 278383.562500 86 39461.703125 87 107070.390625 88 134076.750000 89 39462.648438 90 157112.171875 91 149628.703125 92 134700.015625 93 108449.101562 94 108456.804688 95 151185.625000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,ISS,XGBoost,0.672508955001831,"84 249041.656250 85 257123.000000 86 258900.218750 87 257123.000000 88 252880.031250 89 257361.265625 90 265298.375000 91 212163.203125 92 257123.000000 93 257123.000000 94 257361.265625 95 257123.000000 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,ITBI,XGBoost,1.1342401504516602,"84 63019.933594 85 61751.757812 86 64982.050781 87 75483.203125 88 37537.562500 89 28664.660156 90 33313.207031 91 34157.378906 92 34503.183594 93 101880.632812 94 62883.917969 95 122745.984375 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,IRRF,XGBoost,0.6604089736938477,"84 201298.21875 85 201837.00000 86 201298.21875 87 201298.21875 88 201298.21875 89 201298.21875 90 201298.21875 91 201298.21875 92 201298.21875 93 201298.21875 94 201298.21875 95 201298.37500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do FPM,HWES,1.1661672592163086,"84 1738996.000 85 3156281.500 86 1738995.500 87 1482051.500 88 3156722.250 89 1606222.000 90 3156281.500 91 1738995.500 92 1738996.000 93 1668612.375 94 3156722.250 95 3156281.500 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ICMS,HWES,0.8284327983856201,"84 1417904.875 85 1377164.625 86 1347989.000 87 1381448.375 88 1540911.750 89 1418508.500 90 1555629.250 91 1541694.500 92 1541694.500 93 1554119.500 94 1409591.000 95 1495053.625 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do IPVA,XGBoost,1.083561658859253,"84 202637.656250 85 135948.484375 86 119634.656250 87 201748.531250 88 217761.171875 89 118794.695312 90 81802.382812 91 57661.410156 92 49296.562500 93 29234.785156 94 16871.085938 95 201387.218750 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Cota-Parte do ITR,MLP,1.5419390201568604,"84 2.041900e+05 85 3.530332e+05 86 2.815059e+05 87 3.655096e+05 88 4.303688e+05 89 5.357830e+05 90 6.700969e+05 91 8.246427e+05 92 1.090053e+06 93 1.981035e+06 94 1.610901e+06 95 1.980526e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Barra do Ribeiro - RS,Transferencias LC 61_1989,HWES,0.7335059642791748,"84 9404.607422 85 11237.105469 86 9783.512695 87 10830.266602 88 9783.512695 89 11046.621094 90 11093.386719 91 9769.751953 92 10859.196289 93 10035.796875 94 9783.759766 95 11054.330078 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,IPTU,SARIMAX,1.350590705871582,"80 742.728027 81 649.689453 82 578.887329 83 594.838867 84 616.822021 85 3828.778320 86 24082.980469 87 95702.765625 88 144.550293 89 243.773804 90 144.550293 91 1693.482056 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,ISS,XGBoost,1.0102736949920654,"80 6058.133789 81 23972.519531 82 11588.819336 83 19536.861328 84 14784.626953 85 17991.509766 86 16393.302734 87 20796.833984 88 20796.833984 89 20621.220703 90 24168.908203 91 21170.642578 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,ITBI,MLP,1.202314853668213,"79 16038.685606 80 16485.735026 81 17143.717944 82 17408.419998 83 17416.394191 84 18353.547713 85 17624.618735 86 15607.370673 87 16428.674793 88 17274.512236 89 18083.092856 90 18235.459645 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,IRRF,XGBoost,0.8942916393280029,"80 142321.984375 81 142321.984375 82 138282.578125 83 142689.765625 84 142321.984375 85 142689.765625 86 142321.984375 87 141048.062500 88 142321.984375 89 142691.156250 90 141417.578125 91 138282.578125 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do FPM,HWES,0.7107000350952148,"80 1.383891e+06 81 1.486708e+06 82 1.076374e+06 83 1.137260e+06 84 1.333648e+06 85 1.388081e+06 86 1.413282e+06 87 1.152099e+06 88 1.152427e+06 89 9.715397e+05 90 1.486708e+06 91 1.523406e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ICMS,MLP,0.849419116973877,"80 454311.982424 81 428928.569394 82 438677.480518 83 472249.914531 84 496964.716997 85 458491.209671 86 470749.751088 87 482057.552747 88 481300.679846 89 513107.480529 90 464318.405131 91 519614.188478 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do IPVA,AR,1.3286573886871338,"80 80466.093750 81 54912.031250 82 101795.468750 83 74451.679688 84 81145.335938 85 34553.449219 86 34553.277344 87 10394.564453 88 5709.241699 89 21187.251953 90 10951.201172 91 77623.023438 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Cota-Parte do ITR,SARIMAX,1.6014513969421387,"71 187.453705 72 264.782410 73 504.061768 74 406.459595 75 193.592422 76 179.083588 77 4170.052246 78 336.679443 79 9018.684570 80 29354.845703 81 134.807297 82 264.705444 Name: Valor, dtype: float64" Prefeitura Municipal de Vitória das Missões - RS,Transferencias LC 61_1989,XGBoost,1.1000945568084717,"80 4115.304688 81 4533.175293 82 4684.117676 83 4779.241699 84 4750.894531 85 4946.674316 86 4543.993652 87 4711.354980 88 4831.008301 89 3366.066650 90 4649.774414 91 4271.423828 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,IPTU,MLP,1.1247129440307617,"59 12713.291425 60 13833.234134 61 15990.913310 62 18181.723603 63 20463.286109 64 22418.918203 65 25480.597336 66 30532.674197 67 35327.541574 68 43729.111639 69 38512.943107 70 35182.328892 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,ISS,AR,1.769514560699463,"64 13622.916016 65 21610.910156 66 22821.093750 67 21610.583984 68 16670.564453 69 17624.683594 70 24038.392578 71 14449.381836 72 16363.106445 73 21610.910156 74 16363.106445 75 24038.392578 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,ITBI,AR,1.009101152420044,"58 2180.900879 59 183756.437500 60 58302.031250 61 -587.320557 62 28795.652344 63 9832.430664 64 6969.833984 65 -568.843750 66 16559.722656 67 7384.680664 68 7356.026367 69 25897.226562 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,IRRF,SES,0.829491376876831,"53 70819.382812 54 70819.382812 55 70819.382812 56 70819.382812 57 70819.382812 58 70819.382812 59 70819.382812 60 70819.382812 61 70819.382812 62 70819.382812 63 70819.382812 64 70819.382812 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do FPM,HWES,0.7060034275054932,"64 1.275149e+06 65 1.519808e+06 66 9.780851e+05 67 1.186604e+06 68 1.312418e+06 69 1.264857e+06 70 1.312418e+06 71 9.780851e+05 72 1.008819e+06 73 1.002976e+06 74 1.312418e+06 75 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ICMS,Prophet,0.8392653465270996,"64 635206.0625 65 554863.5625 66 555159.5000 67 635744.8750 68 631544.5000 69 635206.0625 70 635744.9375 71 635741.1250 72 635741.1250 73 631544.5000 74 635206.0625 75 631544.5000 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do IPVA,XGBoost,1.1086745262145996,"64 98020.781250 65 30036.677734 66 28788.675781 67 30036.677734 68 28420.773438 69 19508.476562 70 21120.556641 71 20449.246094 72 6743.663086 73 6296.049805 74 63846.289062 75 98093.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Cota-Parte do ITR,AR,1.2801156044006348,"48 83.093712 49 61.111343 50 2593.750488 51 52.575603 52 2591.694580 53 2593.125977 54 53.832096 55 2562.279297 56 54.231121 57 48.202808 58 132.867981 59 181.898254 Name: Valor, dtype: float64" Prefeitura Municipal de Cruzaltense - RS,Transferencias LC 61_1989,AR,1.071530818939209,"64 5257.733398 65 5258.871582 66 4910.084473 67 5677.220215 68 5385.872559 69 5451.250977 70 5318.204102 71 5404.835449 72 5435.980957 73 5247.691406 74 5412.108398 75 5333.990723 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,IPTU,HWES,1.3194561004638672,"60 16020.757812 61 16026.874023 62 59816.996094 63 36597.187500 64 58785.535156 65 58919.128906 66 14353.731445 67 14027.624023 68 15313.974609 69 2583.102539 70 7417.037109 71 2206.937500 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,ISS,XGBoost,0.5479733943939209,"60 19784.048828 61 19761.863281 62 19809.466797 63 19809.466797 64 19812.498047 65 20075.902344 66 19917.794922 67 19954.628906 68 19954.009766 69 19937.019531 70 19950.947266 71 19987.376953 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,ITBI,MLP,0.8555645942687988,"60 20165.194145 61 20778.523883 62 20857.713696 63 19088.025702 64 27316.371359 65 22697.287623 66 19705.799461 67 19587.827066 68 25661.267745 69 19995.313789 70 21255.048098 71 24597.853002 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,IRRF,XGBoost,1.5997676849365234,"60 106933.070312 61 106933.070312 62 106933.070312 63 30036.681641 64 106933.070312 65 24771.132812 66 106933.070312 67 106933.070312 68 106933.070312 69 106933.070312 70 106933.070312 71 106933.070312 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do FPM,MLP,0.9236476421356201,"60 1.226751e+06 61 1.437356e+06 62 1.154631e+06 63 1.245751e+06 64 1.311495e+06 65 1.280513e+06 66 1.473589e+06 67 1.276827e+06 68 1.243684e+06 69 1.230459e+06 70 1.360010e+06 71 1.687295e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ICMS,SES,0.856844425201416,"60 401361.87500 61 470005.87500 62 486522.90625 63 470023.50000 64 493395.21875 65 470023.50000 66 470023.50000 67 453530.96875 68 470023.50000 69 436735.15625 70 434082.96875 71 469922.18750 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do IPVA,AR,1.1193172931671143,"60 173943.453125 61 39000.570312 62 39000.570312 63 173933.500000 64 39023.851562 65 32561.125000 66 14639.627930 67 7062.291992 68 4284.548828 69 2265.179199 70 2231.235596 71 173943.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Porto Lucena - RS,Cota-Parte do ITR,XGBoost,1.215526819229126,"59 499.783325 60 2067.646729 61 2067.646729 62 1548.351685 63 485.058197 64 514.766296 65 480.415131 66 2074.654297 67 57.159817 68 14.215627 69 286.312042 70 250.475098 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,IPTU,Prophet,0.6686773300170898,"72 9205.880859 73 14856.259766 74 15100.171875 75 13908.332031 76 17798.144531 77 74487.546875 78 8578.290039 79 9188.088867 80 8779.488281 81 10974.440430 82 68636.031250 83 8299.695312 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,ISS,SARIMAX,1.7806870937347412,"72 135121.812500 73 135461.406250 74 136391.281250 75 135826.093750 76 136391.281250 77 135445.265625 78 136346.515625 79 136391.281250 80 135445.265625 81 135445.265625 82 135121.812500 83 135224.453125 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,ITBI,MLP,1.2774133682250977,"72 33637.807291 73 36132.800575 74 38164.661958 75 40579.206037 76 40617.314989 77 42478.262481 78 45576.651161 79 49358.065144 80 42623.581560 81 37426.445827 82 35617.019183 83 36878.898670 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,IRRF,SARIMAX,0.8710799217224121,"72 188756.656250 73 182542.828125 74 188756.656250 75 188756.656250 76 188756.656250 77 188788.687500 78 196916.078125 79 188756.656250 80 188756.656250 81 188788.687500 82 188756.656250 83 196916.078125 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do FPM,SES,0.8994512557983398,"68 1206849.875 69 1208354.875 70 1110915.125 71 1128949.625 72 1124281.375 73 1166217.250 74 1150421.875 75 1110915.125 76 1110915.125 77 1065171.125 78 1112854.625 79 1138998.375 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do ICMS,MLP,0.599355936050415,"72 1.620353e+06 73 1.500106e+06 74 1.546974e+06 75 1.708751e+06 76 1.828722e+06 77 1.645298e+06 78 1.736546e+06 79 1.791533e+06 80 1.788707e+06 81 1.946797e+06 82 1.542751e+06 83 1.948104e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do IPVA,HWES,1.7892260551452637,"67 46939.277344 68 31355.722656 69 34730.289062 70 35950.382812 71 39307.167969 72 32126.740234 73 36597.906250 74 23939.658203 75 12414.929688 76 11980.624023 77 23579.367188 78 55366.144531 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Cota-Parte do ITR,XGBoost,1.4136958122253418,"65 92019.703125 66 8492.970703 67 8794.635742 68 7907.794922 69 9615.797852 70 8794.560547 71 9841.596680 72 8492.970703 73 92019.703125 74 184510.328125 75 47037.269531 76 43382.238281 Name: Valor, dtype: float64" Prefeitura Municipal de Maçambará - RS,Transferencias LC 61_1989,SES,1.2046306133270264,"48 14175.668945 49 12263.879883 50 13575.110352 51 14142.322266 52 14420.983398 53 14031.798828 54 14996.851562 55 12542.604492 56 13523.623047 57 14468.401367 58 14590.552734 59 14589.638672 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,IPTU,AR,1.1696529388427734,"72 1287.802002 73 18337.927734 74 135509.796875 75 144722.828125 76 21664.152344 77 21660.744141 78 21664.355469 79 21742.560547 80 20549.316406 81 20986.273438 82 12728.395508 83 13885.664062 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,ISS,AR,1.1592035293579102,"72 44209.671875 73 40950.664062 74 45428.925781 75 45493.277344 76 41588.398438 77 40380.683594 78 45493.277344 79 41721.214844 80 45626.300781 81 39875.574219 82 35435.750000 83 38557.554688 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,ITBI,Prophet,1.1081767082214355,"72 5663.680176 73 10085.992188 74 7778.281738 75 8702.416992 76 9359.480469 77 8821.698242 78 13229.213867 79 9323.360352 80 10221.337891 81 5650.667480 82 6387.811035 83 4725.741699 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,IRRF,HWES,1.0018043518066406,"72 74352.593750 73 69015.359375 74 74352.593750 75 120428.757812 76 120428.757812 77 74352.593750 78 69015.359375 79 69015.359375 80 74352.593750 81 68962.953125 82 74352.593750 83 120428.367188 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do FPM,HWES,0.9184901714324951,"72 1.234323e+06 73 1.893773e+06 74 1.117578e+06 75 1.179014e+06 76 1.244801e+06 77 1.260544e+06 78 1.244801e+06 79 1.117578e+06 80 1.119056e+06 81 9.479554e+05 82 1.244801e+06 83 1.893773e+06 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do ICMS,SARIMAX,0.827864408493042,"72 1636049.625 73 1554788.625 74 1629960.250 75 1684230.000 76 1682855.375 77 1636049.625 78 1684230.000 79 1684230.000 80 1684230.000 81 1682855.375 82 1659492.750 83 1692445.625 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do IPVA,HWES,1.1457891464233398,"72 98006.328125 73 102971.320312 74 63876.398438 75 63876.398438 76 111114.187500 77 114965.125000 78 119526.765625 79 119191.710938 80 119020.648438 81 119191.710938 82 115214.273438 83 72837.531250 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Cota-Parte do ITR,XGBoost,1.0464518070220947,"56 515.953186 57 472.916138 58 485.998291 59 471.926178 60 2313.056641 61 2804.790527 62 2804.389160 63 2811.078125 64 3431.605469 65 3472.885742 66 3425.377930 67 2789.134033 Name: Valor, dtype: float64" Prefeitura Municipal de Pinhal - RS,Transferencias LC 61_1989,SARIMAX,0.9718372821807861,"48 14584.052734 49 9099.009766 50 11224.123047 51 11315.213867 52 11276.116211 53 14775.457031 54 14775.457031 55 9156.119141 56 11251.126953 57 14579.035156 58 11224.123047 59 14775.457031 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,IPTU,MLP,1.3875048160552979,"58 5866.833977 59 6965.334746 60 8125.009450 61 9239.247163 62 10216.949522 63 9374.682855 64 6577.968711 65 7195.597527 66 8461.199912 67 10019.606414 68 11982.045421 69 14106.808630 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,ISS,XGBoost,1.0585944652557373,"72 21283.824219 73 20786.890625 74 21283.824219 75 20500.005859 76 21283.824219 77 19804.234375 78 21283.824219 79 21283.824219 80 19804.234375 81 21283.824219 82 20487.675781 83 21283.824219 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,ITBI,MLP,1.191394567489624,"65 4325.559638 66 2584.946232 67 3435.278595 68 4517.097064 69 3695.835792 70 4704.813296 71 4832.915806 72 4223.687611 73 4412.153689 74 4955.526781 75 3847.563962 76 4766.471054 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,IRRF,HWES,1.0537056922912598,"72 90259.656250 73 90259.656250 74 90052.523438 75 90259.656250 76 90259.656250 77 90052.523438 78 89719.320312 79 89719.320312 80 90259.656250 81 90259.656250 82 90259.656250 83 90039.546875 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do FPM,HWES,0.948012113571167,"72 1264314.500 73 1893768.500 74 1095305.750 75 1210246.375 76 1283992.875 77 1283379.750 78 1283992.875 79 1095305.750 80 1065818.625 81 954709.250 82 1283992.875 83 1893768.500 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do ICMS,MLP,0.8802332878112793,"72 465099.000017 73 439037.992127 74 449087.223454 75 483615.650525 76 509046.677992 77 469557.679323 78 482191.721322 79 493850.922494 80 493116.173753 81 525840.023289 82 475759.094677 83 532617.836737 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do IPVA,AR,1.1921648979187012,"69 72506.382812 70 14021.247070 71 11314.940430 72 11312.903320 73 11312.903320 74 11002.565430 75 7162.025879 76 11934.448242 77 3753.498047 78 3029.506348 79 3405.365234 80 72506.382812 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Cota-Parte do ITR,SARIMAX,0.9666275978088379,"63 156.256989 64 212.179840 65 191.362396 66 444.153259 67 197.255951 68 447.626160 69 1012.109558 70 134.667984 71 136.763702 72 1578.753662 73 450.251282 74 134.050125 Name: Valor, dtype: float64" Prefeitura Municipal de União da Serra - RS,Transferencias LC 61_1989,HWES,0.8521811962127686,"72 4524.451172 73 4962.398438 74 4208.010254 75 3769.103760 76 4493.043457 77 3986.317627 78 4075.531982 79 4695.443359 80 3597.630127 81 4330.186035 82 4078.797607 83 5827.422363 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,IPTU,HWES,1.062654733657837,"60 175544.140625 61 240276.171875 62 22953.927734 63 19214.437500 64 14560.026367 65 22871.957031 66 19449.058594 67 19880.074219 68 15526.092773 69 15526.092773 70 15526.092773 71 15526.092773 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,ISS,MLP,1.2508666515350342,"60 21443.729122 61 20453.831902 62 23199.717090 63 24435.715691 64 21868.052829 65 25183.410696 66 21440.541895 67 20204.826764 68 22777.768961 69 21997.258862 70 22480.887813 71 20803.256324 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,ITBI,SES,0.9567625522613525,"49 3716.121094 50 5658.495605 51 6616.074707 52 7019.211914 53 3249.706787 54 2575.814941 55 7094.505859 56 7680.995605 57 7680.995605 58 7612.487793 59 17949.369141 60 25942.234375 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,IRRF,XGBoost,2.1693618297576904,"60 70281.148438 61 70281.148438 62 70281.148438 63 83414.171875 64 75188.648438 65 92010.828125 66 70281.148438 67 74399.007812 68 92010.828125 69 70281.148438 70 70281.148438 71 70281.148438 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do FPM,MLP,0.8786048889160156,"60 1.218018e+06 61 1.424015e+06 62 1.146692e+06 63 1.235791e+06 64 1.299921e+06 65 1.269253e+06 66 1.457997e+06 67 1.264771e+06 68 1.232012e+06 69 1.218802e+06 70 1.345405e+06 71 1.664646e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ICMS,XGBoost,1.0830891132354736,"60 690899.6875 61 690067.8750 62 691261.2500 63 689406.4375 64 622478.8125 65 632152.8750 66 630521.0625 67 584691.6875 68 632152.8750 69 632301.8750 70 625617.8750 71 689623.3750 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do IPVA,AR,1.1213788986206055,"60 102974.632812 61 100917.492188 62 101411.382812 63 101407.328125 64 101407.328125 65 44494.285156 66 32920.277344 67 32920.277344 68 32920.277344 69 20140.130859 70 23763.642578 71 102974.632812 Name: Valor, dtype: float64" Prefeitura Municipal de São Nicolau - RS,Cota-Parte do ITR,XGBoost,1.4351303577423096,"58 31555.669922 59 23682.791016 60 46595.613281 61 44217.855469 62 44303.265625 63 44217.855469 64 44218.101562 65 44222.671875 66 23682.791016 67 27541.140625 68 33901.566406 69 33901.566406 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,IPTU,SARIMAX,1.3510394096374512,"67 -641.478149 68 -121.922615 69 1762.491211 70 2216.275879 71 2211.123047 72 2211.123047 73 8701.252930 74 7856.506348 75 -372.529419 76 -1147.014282 77 136.119995 78 25774.656250 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,ISS,MLP,0.9230725765228271,"68 25522.513130 69 27532.660879 70 27249.835954 71 29055.533585 72 29250.869247 73 29451.655268 74 31013.266224 75 31691.588898 76 34263.806880 77 35233.620489 78 36137.009580 79 38420.310968 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,ITBI,XGBoost,1.1922938823699951,"67 24169.900391 68 -138.861221 69 11525.524414 70 24173.410156 71 7925.092285 72 24138.964844 73 24136.023438 74 7962.257812 75 65345.343750 76 1208.728882 77 1155.085083 78 64700.277344 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,IRRF,Prophet,0.6489958763122559,"68 48473.808594 69 41652.933594 70 49949.125000 71 48473.808594 72 48473.808594 73 42891.242188 74 45360.210938 75 42891.242188 76 42891.242188 77 48473.808594 78 48473.808594 79 99888.773438 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do FPM,Prophet,0.8715672492980957,"68 1.487180e+06 69 1.893769e+06 70 1.229326e+06 71 1.215491e+06 72 1.892755e+06 73 1.487180e+06 74 1.893769e+06 75 1.229326e+06 76 1.229326e+06 77 9.916711e+05 78 1.892755e+06 79 1.893769e+06 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ICMS,MLP,0.5233559608459473,"68 331275.655168 69 315481.846609 70 321653.082180 71 342680.638539 72 358172.747497 73 334216.766658 74 341937.232732 75 349059.550308 76 348647.449507 77 368561.568555 78 338160.562721 79 372742.266413 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do IPVA,AR,1.2735576629638672,"68 46430.023438 69 12052.117188 70 50886.773438 71 46545.613281 72 50886.773438 73 46632.734375 74 8900.260742 75 8990.576172 76 5698.622559 77 5952.462891 78 5952.462891 79 49102.179688 Name: Valor, dtype: float64" Prefeitura Municipal de São José das Missões - RS,Cota-Parte do ITR,XGBoost,1.094759225845337,"49 480.036957 50 1987.070190 51 2218.203857 52 4702.060059 53 4665.566406 54 4665.566406 55 4702.060059 56 4702.402344 57 4702.770996 58 4702.770996 59 4698.005859 60 4702.402344 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,IPTU,SES,1.0215177536010742,"42 119493.406250 43 145665.312500 44 132677.015625 45 4756.078125 46 132660.187500 47 132671.703125 48 4756.078125 49 4744.554688 50 9222.113281 51 119493.406250 52 139793.421875 53 140533.421875 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,ISS,Prophet,1.5041680335998535,"42 72686.476562 43 72686.476562 44 69183.289062 45 72686.476562 46 95005.281250 47 72686.476562 48 72686.476562 49 72686.476562 50 95005.281250 51 72686.476562 52 74392.601562 53 95005.281250 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,ITBI,HWES,0.45231008529663086,"36 80176.695312 37 80014.656250 38 80040.398438 39 79813.078125 40 80040.398438 41 80014.656250 42 80014.656250 43 80040.398438 44 80008.851562 45 80008.906250 46 80041.875000 47 80008.906250 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,IRRF,Prophet,1.1175060272216797,"36 20832.822266 37 25782.544922 38 20771.625000 39 20772.097656 40 20792.482422 41 20792.482422 42 20792.482422 43 44242.730469 44 20722.435547 45 20722.435547 46 20722.435547 47 44241.148438 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do FPM,Prophet,0.9102132320404053,"42 1811311.125 43 1811354.125 44 1811162.375 45 1811221.000 46 1811221.000 47 1811434.750 48 1811434.750 49 1811352.125 50 1811221.000 51 1811221.000 52 1811354.125 53 1811434.750 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ICMS,HWES,0.8933110237121582,"42 872665.9375 43 995844.7500 44 995844.7500 45 872665.9375 46 995844.7500 47 995844.7500 48 995844.7500 49 995844.7500 50 872673.9375 51 872691.9375 52 873265.3750 53 995844.7500 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do IPVA,Prophet,1.2234735488891602,"42 511012.00000 43 511074.00000 44 511163.96875 45 511165.71875 46 511012.00000 47 511099.46875 48 511165.71875 49 511001.12500 50 511438.56250 51 511165.71875 52 511165.75000 53 511099.46875 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,Cota-Parte do ITR,SES,15.443967819213867,"39 107.518280 40 148.319687 41 -85467.648438 42 109.235680 43 82.853310 44 110.067383 45 158.462036 46 84.279915 47 33.336929 48 -85467.812500 49 82.258545 50 82.258545 Name: Valor, dtype: float64" Prefeitura Municipal de Barão de Cotegipe - RS,Transferencias LC 61_1989,HWES,0.7684671878814697,"42 8533.155273 43 7291.408203 44 7291.315918 45 7291.266602 46 7289.435547 47 7291.266602 48 7334.488770 49 6021.467285 50 7334.500488 51 7291.315918 52 6021.467285 53 7334.488770 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,IPTU,MLP,1.110213041305542,"62 27092.847716 63 29407.333234 64 44223.385705 65 67076.502596 66 39981.595409 67 32984.850484 68 26171.482441 69 27977.996289 70 26936.511064 71 30313.755417 72 32014.600617 73 35863.364178 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,ISS,XGBoost,1.1229872703552246,"62 7982.550781 63 7924.028809 64 14549.775391 65 14549.775391 66 14588.611328 67 14588.611328 68 14458.430664 69 14588.611328 70 7856.340820 71 7890.588379 72 14528.487305 73 14550.734375 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,ITBI,XGBoost,1.3802409172058105,"62 17080.927734 63 53693.011719 64 53693.011719 65 17084.302734 66 53477.179688 67 53281.578125 68 102536.421875 69 23222.179688 70 23229.617188 71 53693.011719 72 53898.023438 73 23396.953125 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,IRRF,SARIMAX,0.9537572860717773,"62 54418.550781 63 60673.464844 64 60673.464844 65 60964.523438 66 60673.464844 67 60673.464844 68 60673.464844 69 60673.464844 70 60673.464844 71 60964.523438 72 60964.523438 73 61484.718750 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do FPM,AR,0.9180054664611816,"62 1133735.625 63 1893768.375 64 1147843.375 65 1151531.000 66 1887246.000 67 990183.500 68 1887246.000 69 1147843.375 70 1147843.375 71 1138520.375 72 1893768.375 73 1893768.375 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do ICMS,MLP,0.8441541194915771,"62 400703.932904 63 380997.087005 64 389784.987794 65 417851.448981 66 438400.057359 67 407525.714557 68 425087.066797 69 434756.347104 70 434552.221220 71 461790.463110 72 421445.305581 73 492379.004689 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do IPVA,HWES,1.16422700881958,"61 49518.988281 62 29204.357422 63 81887.703125 64 82044.585938 65 81431.531250 66 79994.070312 67 22235.296875 68 22235.296875 69 22235.296875 70 11029.597656 71 11046.684570 72 82870.976562 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Cota-Parte do ITR,SES,1.0065667629241943,"48 2612.739258 49 14663.445312 50 14571.538086 51 2612.739258 52 1814.730469 53 1820.826294 54 1820.723145 55 1820.826294 56 2612.739258 57 2911.862305 58 1820.826294 59 2612.739258 Name: Valor, dtype: float64" Prefeitura Municipal de Tunas - RS,Transferencias LC 61_1989,SARIMAX,1.03495454788208,"62 3136.734619 63 2825.649902 64 2825.649902 65 2914.121582 66 2825.649902 67 2914.121582 68 2891.310547 69 2825.649902 70 2806.751709 71 3144.614502 72 2825.649902 73 3153.772217 Name: Valor, dtype: float64"