From 007fd0ca38e917bc6300dd7870817ac26eba978b Mon Sep 17 00:00:00 2001 From: Mateus de Jesus <87149396+mateusjcp@users.noreply.github.com> Date: Mon, 1 Apr 2024 17:07:03 -0300 Subject: [PATCH] adding project ipynb --- ODS/vida_na_agua/Vida Na Agua_ods_14.ipynb | 2970 ++++++++++++++++++++ 1 file changed, 2970 insertions(+) create mode 100644 ODS/vida_na_agua/Vida Na Agua_ods_14.ipynb diff --git a/ODS/vida_na_agua/Vida Na Agua_ods_14.ipynb b/ODS/vida_na_agua/Vida Na Agua_ods_14.ipynb new file mode 100644 index 0000000..a2cd206 --- /dev/null +++ b/ODS/vida_na_agua/Vida Na Agua_ods_14.ipynb @@ -0,0 +1,2970 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "2203d025", + "metadata": {}, + "source": [ + "# 14 ODS - Vida Na Água" + ] + }, + { + "cell_type": "markdown", + "id": "d4398d01", + "metadata": {}, + "source": [ + "Objetivo: Conservar e promover o uso sustentável dos oceanos, dos mares e dos recursos marinhos para o desenvolvimento sustentável Os oceanos tornam a vida humana possível por meio da provisão de segurança alimentar, transporte, fornecimento de energia, turismo, dentre outros." + ] + }, + { + "cell_type": "markdown", + "id": "5a170c73", + "metadata": {}, + "source": [ + "# Onde Está O Brasil Nessa ?" + ] + }, + { + "cell_type": "markdown", + "id": "ff4b5b95", + "metadata": {}, + "source": [ + "Segundo o relatório da ONU, O Brasil está estagnado com desafio significativos. Ou seja, há muito o que fazer " + ] + }, + { + "cell_type": "markdown", + "id": "a9e90458", + "metadata": {}, + "source": [ + "# Qual A Métrica Utilizada Para Classificação Das ODS No Brasil ?\n" + ] + }, + { + "cell_type": "markdown", + "id": "369431e9", + "metadata": {}, + "source": [ + "Sendo divido entre três limiares, o valor alvo sendo 100%, o limiar verde em 70% e o vermelho em até 40%" + ] + }, + { + "cell_type": "markdown", + "id": "823bd870", + "metadata": {}, + "source": [ + "Segundo o Índice de Desenvolvimento Sustentável das Cidades - Brasil(ICSC-BR). A vida na água tem como métrica utilizada o Esgoto tratado antes de chegar ao mar, rios e córregos. " + ] + }, + { + "cell_type": "markdown", + "id": "29c503ac", + "metadata": {}, + "source": [ + "# Doenças Tropicais Negligenciadas ou DTN's" + ] + }, + { + "cell_type": "markdown", + "id": "3fa5f4b8", + "metadata": {}, + "source": [ + "As Doenças Tropicais Negligenciadas (DTNs) ameaçam mais de 1,7 bilhão de pessoas que vivem nas comunidades mais pobres e marginalizadas do mundo. Causadas por uma variedade de patógenos, incluindo vírus, bactérias, parasitas, fungos e toxinas, esses agravos cegam, incapacitam e desfiguram as pessoas, tirando não apenas sua saúde, mas também suas chances de permanecer na escola, de ganhar a vida ou mesmo de ser aceito por sua família ou comunidade.\n", + "\n", + "Essas enfermidades também apresentam indicadores inaceitáveis e investimentos reduzidos nas áreas de pesquisa, produção de medicamentos e em seu controle.\n", + "\n", + "Hanseníase, dengue, leishmaniose, esquistossomose, raiva humana transmitida por cães, escabiose (sarna), doença de Chagas, parasitoses intestinais e tracoma são algumas das mais de 20 patologias presentes na região – onde também são conhecidas como doenças infecciosas negligenciadas. Juntas, causam entre 500 mil e 1 milhão de óbitos anualmente.\n", + "\n", + "LINK --> https://bvsms.saude.gov.br/agir-agora-agir-juntos-investir-em-dtns-30-01-dia-mundial-das-doencas-tropicais-negligenciadas/" + ] + }, + { + "cell_type": "markdown", + "id": "6f6a00f2", + "metadata": {}, + "source": [ + "Essas doenças estão muitas vezes diretamente ligadas à falta de tratamento no esgoto e à falta de saneamento básico" + ] + }, + { + "cell_type": "markdown", + "id": "b609ed4d", + "metadata": {}, + "source": [ + "# Vida na água" + ] + }, + { + "cell_type": "markdown", + "id": "0e69aa40", + "metadata": {}, + "source": [ + "Dentre várias ODS eu foquei na 14 e além disso selecionei somente todos os que haviam pontuações, as que estavam zeradas acredito serem de municípios que não haviam corpos de água já que a meta-14 é ligada à vida na água " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "46549a36", + "metadata": {}, + "outputs": [], + "source": [ + "import geopandas as gpd\n", + "\n", + "# Carregar o arquivo shapefile\n", + "df = gpd.read_file('2023/IDSC-BR_2023_Cidades-Estudadas_Poligonos.shp')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "71eddadf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica ODS_14_pt \\\n", + "3517 3521903 502.066 Itajobi SP 61.107091 18 98.667 \n", + "3613 3530904 133.698 Mombuca SP 58.424327 134 95.652 \n", + "3870 3554003 523.749 Tatuí SP 55.865834 444 75.744 \n", + "3511 3521309 466.461 Ipuã SP 56.196558 394 97.768 \n", + "3713 3540002 784.674 Pompéia SP 57.252391 248 95.161 \n", + "\n", + " geometry \n", + "3517 POLYGON ((-49.02172 -21.24772, -49.02090 -21.2... \n", + "3613 POLYGON ((-47.56042 -22.90836, -47.55910 -22.9... \n", + "3870 POLYGON ((-47.87274 -23.44523, -47.87354 -23.4... \n", + "3511 POLYGON ((-48.02741 -20.51802, -48.02937 -20.5... \n", + "3713 POLYGON ((-50.22482 -21.86739, -50.22493 -21.8... " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import geopandas as gpd\n", + "\n", + "# Carregar o arquivo shapefile para um GeoDataFrame\n", + "gdf = gpd.read_file('2023/IDSC-BR_2023_Cidades-Estudadas_Poligonos.shp')\n", + "\n", + "# Selecionar as colunas desejadas\n", + "ods14 = gdf[['CD_MUN', 'AREA_KM2', 'NOME_MUNIC', 'UF', 'IDSC-BR', 'Classifica','ODS_14_pt','geometry']]\n", + "\n", + "# Filtrar os dados\n", + "vida_na_agua = ods14[ods14['ODS_14_pt'] != 0]\n", + "\n", + "# Exibir uma amostra dos dados\n", + "vida_na_agua.sample(5)\n" + ] + }, + { + "cell_type": "markdown", + "id": "27cec777", + "metadata": {}, + "source": [ + "Deixando em ordem por pontuação da meta selecionada" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b3c31ed5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica \\\n", + "3817 3549250 178.396 São João de Iracema SP 58.053052 174 \n", + "3350 3507407 552.256 Borborema SP 59.370036 78 \n", + "976 2306256 153.686 Itaitinga CE 42.374802 4274 \n", + "2128 2924652 647.144 Pintadas BA 44.537484 3553 \n", + "1449 2516003 233.043 Solânea PB 40.664682 4784 \n", + "\n", + " ODS_14_pt geometry \\\n", + "3817 96.667 POLYGON ((-50.38932 -20.56898, -50.38959 -20.5... \n", + "3350 95.000 POLYGON ((-49.07646 -21.47167, -49.07631 -21.4... \n", + "976 2.448 POLYGON ((-38.50383 -3.89928, -38.50395 -3.899... \n", + "2128 56.364 POLYGON ((-39.92418 -11.99671, -39.92424 -11.9... \n", + "1449 8.380 POLYGON ((-35.64811 -6.76174, -35.64784 -6.762... \n", + "\n", + " categoria_ods14 \n", + "3817 Verde \n", + "3350 Verde \n", + "976 Vermelho \n", + "2128 Laranja \n", + "1449 Vermelho " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "limiar_vermelho = 40\n", + "limiar_verde = 70\n", + "\n", + "def limiares(valor):\n", + " if valor <= limiar_vermelho:\n", + " return 'Vermelho'\n", + " elif valor <= limiar_verde:\n", + " return 'Laranja'\n", + " elif valor < 100: \n", + " return 'Verde'\n", + " else:\n", + " return 'Alvo'\n", + "\n", + "vida_na_agua['categoria_ods14'] = vida_na_agua['ODS_14_pt'].apply(lambda x: limiares(x))\n", + "vida_na_agua.sample(5)" + ] + }, + { + "cell_type": "markdown", + "id": "4ebfa4dc", + "metadata": {}, + "source": [ + "# Mapas De Acordo Com a Classificação" + ] + }, + { + "cell_type": "markdown", + "id": "7d766358", + "metadata": {}, + "source": [ + "### Classificação Geral Qualidade da Água por Município" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "445edf28", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import LinearSegmentedColormap\n", + "import numpy as np\n", + "\n", + "mapa = gpd.GeoDataFrame(vida_na_agua)\n", + "\n", + "limites = [vida_na_agua['ODS_14_pt'].min(), vida_na_agua['ODS_14_pt'].max()]\n", + "cores = [\"#4e2a0e\", \"#87ceeb\"]\n", + "cmap_personalizado = LinearSegmentedColormap.from_list(\"cmap\", list(zip(np.linspace(0, 1, len(cores)), cores)))\n", + "\n", + "mapa.plot(column='ODS_14_pt', cmap=cmap_personalizado, legend=True, figsize=(10, 8))\n", + "plt.title('Classificação Geral Qualidade da Água por Município')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "a4439728", + "metadata": {}, + "source": [ + "### Classificação Limiares Qualidade da Água por Município" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "79f12aba", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from matplotlib.colors import LinearSegmentedColormap\n", + "\n", + "# Define as categorias e suas cores correspondentes\n", + "categorias_cores = {\n", + " 'Vermelho': '#87CEEB', \n", + " 'Laranja': '#FFA500', \n", + " 'Verde': '#32CD32', \n", + " 'Alvo': '#FF6347' \n", + "}\n", + "\n", + "# Cria um mapa de cores personalizado com base nas categorias e cores\n", + "cmap_categoria = LinearSegmentedColormap.from_list(\"cmap_personalizado\", \n", + " [(0, categorias_cores['Vermelho']), \n", + " (0.4, categorias_cores['Laranja']),\n", + " (0.7, categorias_cores['Verde']),\n", + " (1, categorias_cores['Alvo'])])\n", + "\n", + "# Plota o mapa usando 'categoria_ods14' para a colorização com o cmap personalizado\n", + "vida_na_agua.plot(column='categoria_ods14', cmap=cmap_categoria, legend=True, figsize=(10, 8))\n", + "plt.title('Classificação Geral Por Limiares Da Qualidade De Água')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "c159fb03", + "metadata": {}, + "source": [ + "# Dando Um Zoom No Estado De São Paulo" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c448ce82", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import Normalize\n", + "\n", + "gdf = gpd.GeoDataFrame(vida_na_agua, geometry='geometry')\n", + "\n", + "gdf_sp = gdf[gdf['UF'] == 'SP']\n", + "\n", + "# Aqui é pra normalizar de acordo com os valores da coluna\n", + "limites = [vida_na_agua['ODS_14_pt'].min(), vida_na_agua['ODS_14_pt'].max()]\n", + "#Cores personalizadas do cmap pra ficar melhor visualizado os municípios com boa e má qualidade de água\n", + "cores = [\"#4e2a0e\", \"#87ceeb\"]\n", + "cmap_personalizado = LinearSegmentedColormap.from_list(\"cmap\", list(zip(np.linspace(0, 1, len(cores)), cores)))\n", + "\n", + "norm = Normalize(vmin=gdf_sp['ODS_14_pt'].min(), vmax=gdf_sp['ODS_14_pt'].max())\n", + "\n", + "gdf_sp.plot(column='ODS_14_pt', cmap=cmap_personalizado, norm=norm, legend=True, figsize=(10, 8))\n", + "plt.title('Mapa Qualidade Vida Na Água Para o Estado de São Paulo')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "18de533b", + "metadata": {}, + "source": [ + "# E Na Baixada Santista" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e183cabd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#import geopandas as gpd\n", + "#import matplotlib.pyplot as plt\n", + "#from matplotlib.colors import Normalize\n", + "\n", + "lista_cidades = ['Santos', 'São Vicente', 'Guarujá','Praia Garnde','Cubatão','Bertioga','Itanhaém',\n", + " 'Monguagá','Peruíbe']\n", + "df_baixada = gdf_sp[gdf_sp['NOME_MUNIC'].isin(lista_cidades)]\n", + "\n", + "df_baixada.plot(column='ODS_14_pt', cmap=cmap_personalizado, norm=norm, legend=True, figsize=(10, 8))\n", + "plt.title('Mapa Qualidade Vida Na Água Baixada Santista')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "15c3d5e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CD_MUNAREA_KM2NOME_MUNICUFIDSC-BRClassificaODS_14_ptgeometrycategoria_ods14
38093548500281.033SantosSP60.7036022699.778MULTIPOLYGON (((-46.34970 -23.97084, -46.34968...Verde
36903537602326.216PeruíbeSP56.39984836773.449MULTIPOLYGON (((-46.95147 -24.19232, -46.95131...Verde
38363551009148.151São VicenteSP49.467085173970.634MULTIPOLYGON (((-46.38875 -23.97629, -46.38861...Verde
34783518701144.794GuarujáSP50.980595130562.424MULTIPOLYGON (((-46.13021 -23.86287, -46.13045...Laranja
34163513504142.879CubatãoSP50.376693149352.126POLYGON ((-46.43730 -23.82924, -46.43723 -23.8...Laranja
33383506359491.546BertiogaSP50.175150155335.009MULTIPOLYGON (((-46.00033 -23.80152, -46.00055...Vermelho
35193522109601.711ItanhaémSP50.118062156630.167MULTIPOLYGON (((-46.76344 -24.17421, -46.76521...Vermelho
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" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica ODS_14_pt \\\n", + "3809 3548500 281.033 Santos SP 60.703602 26 99.778 \n", + "3690 3537602 326.216 Peruíbe SP 56.399848 367 73.449 \n", + "3836 3551009 148.151 São Vicente SP 49.467085 1739 70.634 \n", + "3478 3518701 144.794 Guarujá SP 50.980595 1305 62.424 \n", + "3416 3513504 142.879 Cubatão SP 50.376693 1493 52.126 \n", + "3338 3506359 491.546 Bertioga SP 50.175150 1553 35.009 \n", + "3519 3522109 601.711 Itanhaém SP 50.118062 1566 30.167 \n", + "\n", + " geometry categoria_ods14 \n", + "3809 MULTIPOLYGON (((-46.34970 -23.97084, -46.34968... Verde \n", + "3690 MULTIPOLYGON (((-46.95147 -24.19232, -46.95131... Verde \n", + "3836 MULTIPOLYGON (((-46.38875 -23.97629, -46.38861... Verde \n", + "3478 MULTIPOLYGON (((-46.13021 -23.86287, -46.13045... Laranja \n", + "3416 POLYGON ((-46.43730 -23.82924, -46.43723 -23.8... Laranja \n", + "3338 MULTIPOLYGON (((-46.00033 -23.80152, -46.00055... Vermelho \n", + "3519 MULTIPOLYGON (((-46.76344 -24.17421, -46.76521... Vermelho " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_baixada" + ] + }, + { + "cell_type": "markdown", + "id": "9e9996db", + "metadata": {}, + "source": [ + "## Como Está A Cidade De Santos Nesse Meio ?" + ] + }, + { + "cell_type": "markdown", + "id": "9b9b8b4b", + "metadata": {}, + "source": [ + "Já deu pra peceber que contém uma pontuação de 99.7, quase chegando no ponto alvo. O saneamento básico da cidade é quase perfeito deixando de alcançar apenas algumas poucas regiões. Lembrando que a falta de saneamento por mais que pouco, é sempre um desafio a mais para a saúde pública e desenvolvimento para os habitantes. " + ] + }, + { + "cell_type": "markdown", + "id": "8697bf47", + "metadata": {}, + "source": [ + "# Será que a quantidade de habitantes influencia no resultado ?" + ] + }, + { + "cell_type": "markdown", + "id": "98135991", + "metadata": {}, + "source": [ + "Mais habitantes pode ser sinônimo de mais desenvolvimento e finanças, mas também de um desafio maior na hora de atender a população com a devida infra estrutura" + ] + }, + { + "cell_type": "markdown", + "id": "12c285f4", + "metadata": {}, + "source": [ + "## Adicionando População Das Cidades " + ] + }, + { + "cell_type": "markdown", + "id": "885e8668", + "metadata": {}, + "source": [ + "https://www.ibge.gov.br/cidades-e-estados" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8463c182", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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PosiçãoCD_MUNNOME_MUNICUnidade federativaPopulaçãoUF
03550308São PauloSão Paulo11 451 999SP
13304557Rio de JaneiroRio de Janeiro6 211 223RJ
25300108BrasíliaDistrito Federal2 817 381DF
32304400FortalezaCeará2 428 708CE
42927408SalvadorBahia2 417 678BA
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" + ], + "text/plain": [ + " Posição CD_MUN NOME_MUNIC Unidade federativa População UF\n", + "0 1º 3550308 São Paulo São Paulo 11 451 999 SP\n", + "1 2º 3304557 Rio de Janeiro Rio de Janeiro 6 211 223 RJ\n", + "2 3º 5300108 Brasília Distrito Federal 2 817 381 DF\n", + "3 4º 2304400 Fortaleza Ceará 2 428 708 CE\n", + "4 5º 2927408 Salvador Bahia 2 417 678 BA" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "populacao = pd.read_csv('populacao_municipios.csv')\n", + "populacao = populacao.drop(columns=['Unnamed: 0'])\n", + "populacao.rename(columns={'Código IBGE': 'CD_MUN', 'Município': 'NOME_MUNIC'}, inplace=True)\n", + "populacao.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "f52d6147", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CD_MUNAREA_KM2NOME_MUNICUFIDSC-BRClassificaODS_14_ptgeometrycategoria_ods14População
03515152109.941Engenheiro CoelhoSP57.730655199100.000POLYGON ((-47.15753 -22.47540, -47.15629 -22.4...Alvo19 566
13514403487.688DracenaSP59.39885777100.000POLYGON ((-51.53741 -21.43868, -51.53729 -21.4...Alvo45 474
23529807213.242Mineiros do TietêSP56.531845350100.000POLYGON ((-48.47375 -22.48223, -48.50320 -22.4...Alvo11 230
33529302524.899MatãoSP55.003876542100.000POLYGON ((-48.27318 -21.64918, -48.27320 -21.6...Alvo79 033
43553104107.059TaiaçuSP59.02712995100.000POLYGON ((-48.53073 -21.18847, -48.53112 -21.1...Alvo5 677
.................................
181615044558272.629MedicilândiaPA31.16852455650.637POLYGON ((-52.88911 -2.95241, -52.88921 -2.954...Vermelho27 094
18173304128284.826QuatisRJ46.05273829750.546POLYGON ((-44.20774 -22.39706, -44.20778 -22.3...Vermelho13 682
18185200258191.817Águas Lindas de GoiásGO48.00864922420.386POLYGON ((-48.23189 -15.77844, -48.23191 -15.7...Vermelho225 693
18194203907244.057CapinzalSC50.83528013590.378POLYGON ((-51.55327 -27.42536, -51.55320 -27.4...Vermelho23 314
18202913903280.454IpiaúBA43.85025637840.243POLYGON ((-39.69940 -14.15323, -39.69988 -14.1...Vermelho40 706
\n", + "

1821 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica \\\n", + "0 3515152 109.941 Engenheiro Coelho SP 57.730655 199 \n", + "1 3514403 487.688 Dracena SP 59.398857 77 \n", + "2 3529807 213.242 Mineiros do Tietê SP 56.531845 350 \n", + "3 3529302 524.899 Matão SP 55.003876 542 \n", + "4 3553104 107.059 Taiaçu SP 59.027129 95 \n", + "... ... ... ... .. ... ... \n", + "1816 1504455 8272.629 Medicilândia PA 31.168524 5565 \n", + "1817 3304128 284.826 Quatis RJ 46.052738 2975 \n", + "1818 5200258 191.817 Águas Lindas de Goiás GO 48.008649 2242 \n", + "1819 4203907 244.057 Capinzal SC 50.835280 1359 \n", + "1820 2913903 280.454 Ipiaú BA 43.850256 3784 \n", + "\n", + " ODS_14_pt geometry \\\n", + "0 100.000 POLYGON ((-47.15753 -22.47540, -47.15629 -22.4... \n", + "1 100.000 POLYGON ((-51.53741 -21.43868, -51.53729 -21.4... \n", + "2 100.000 POLYGON ((-48.47375 -22.48223, -48.50320 -22.4... \n", + "3 100.000 POLYGON ((-48.27318 -21.64918, -48.27320 -21.6... \n", + "4 100.000 POLYGON ((-48.53073 -21.18847, -48.53112 -21.1... \n", + "... ... ... \n", + "1816 0.637 POLYGON ((-52.88911 -2.95241, -52.88921 -2.954... \n", + "1817 0.546 POLYGON ((-44.20774 -22.39706, -44.20778 -22.3... \n", + "1818 0.386 POLYGON ((-48.23189 -15.77844, -48.23191 -15.7... \n", + "1819 0.378 POLYGON ((-51.55327 -27.42536, -51.55320 -27.4... \n", + "1820 0.243 POLYGON ((-39.69940 -14.15323, -39.69988 -14.1... \n", + "\n", + " categoria_ods14 População \n", + "0 Alvo 19 566 \n", + "1 Alvo 45 474 \n", + "2 Alvo 11 230 \n", + "3 Alvo 79 033 \n", + "4 Alvo 5 677 \n", + "... ... ... \n", + "1816 Vermelho 27 094 \n", + "1817 Vermelho 13 682 \n", + "1818 Vermelho 225 693 \n", + "1819 Vermelho 23 314 \n", + "1820 Vermelho 40 706 \n", + "\n", + "[1821 rows x 10 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vida_na_agua = vida_na_agua.merge(populacao[['CD_MUN', 'População']], on=['CD_MUN'], how='left')\n", + "#vida_na_agua.rename(columns={'População': 'População_mun'}, inplace=True)\n", + "vida_na_agua\n" + ] + }, + { + "cell_type": "markdown", + "id": "c4a4c505", + "metadata": {}, + "source": [ + "### Rapidamente alterando o valor de objeto pra float da coluna população" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "be4419b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CD_MUN object\n", + "AREA_KM2 float64\n", + "NOME_MUNIC object\n", + "UF object\n", + "IDSC-BR float64\n", + "Classifica int64\n", + "ODS_14_pt float64\n", + "geometry geometry\n", + "categoria_ods14 object\n", + "População float64\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Remover espaços em branco da coluna 'População' e converter para float\n", + "vida_na_agua['População'] = vida_na_agua['População'].str.replace('\\xa0', '').astype(float)\n", + "vida_na_agua.dtypes" + ] + }, + { + "cell_type": "markdown", + "id": "b3e563b3", + "metadata": {}, + "source": [ + "# Selecionando Apenas As Melhores Classificadas" + ] + }, + { + "cell_type": "markdown", + "id": "b7b2a793", + "metadata": {}, + "source": [ + "Mudei de ideia kk, são muitas cidades e uma diversidade absuda. Vale mais a pena focar no topo, vamos focar nas cidades que conesguiram os 100 pontos e ver se há alguma relação entre a quantidade de pessoas e a qualidade da água. \n", + "\n", + "Estou me baseando no pensamento de que cidades com poucas pessoas seriam mais fáceis de tratar 100% da água\n", + "\n", + "Vamos selecionar apenas as que atingiram o limiar alvo " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "3a08804a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ao todo 106 cidades atingiram o limiar alvo\n" + ] + } + ], + "source": [ + "alvo = vida_na_agua[vida_na_agua['categoria_ods14'] == 'Alvo']\n", + "print('Ao todo ', alvo.shape[0] ,'cidades atingiram o limiar alvo')" + ] + }, + { + "cell_type": "markdown", + "id": "452d271b", + "metadata": {}, + "source": [ + "# Boxplot pra ver a distribuição da população" + ] + }, + { + "cell_type": "markdown", + "id": "77398326", + "metadata": {}, + "source": [ + "Vamo dar uma olhada aqui no boxplot que não ficou muito bom não honestamente kk. Dá pra ver que a esmagadora maioria está abaixo de 200 mil habitantes, os valores acima disso estão discrepantes" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "78ba3b4e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ly5ddP587d04rV65UmzZtcrwRqCDHuCTVrVtXzz//vBo2bJhlfwE3Gu7yxk3lm2++UVpamqTf361aunSpVq9erZ49e6pGjRqSpP79+2vWrFkaMGCADh48qIYNG2rz5s2aOHGiunbtqg4dOkiSXnvtNS1atEgLFizQbbfdpttuu01Dhw7Vc889p9atW7tdo+br66sXX3xR58+fV7NmzVx3Jnfp0kVxcXE5jveZZ57RG2+8oW7dumn8+PGKjIzUqlWrNHv2bA0ZMsT1p1cCAwMVGRmp999/X+3bt1dwcLAqVaqU478Q8vTTT2v+/Pnq1q2bJkyY4LrLe+/evW7z1a9fX7Vq1dKoUaNkjFFwcLBWrlzp8ceeualQoYJeeOEFjR49Wv3791efPn10+vRpJSYmyul0auzYsW7z5+e1dDgc6tu3r+bPn69atWqpcePG+vLLL7MEc3Y8ec6Zd363aNFCo0aNUu3atXX8+HGtWLFCc+fOVWBgoLp3766///3vGjt2rNq2bat9+/Zp/PjxqlGjhutYlPJ/3GWnYsWKGj58uCZMmKBHHnlE9913n44cOaJx48Zl+Yg2v8fUo48+Kn9/f7Vu3VphYWE6duyYJk2apPLly6tZs2Z5vo5X69Spkzp16pTnfP369VPfvn31+OOPq1evXjp06JCmTJlyXf+mY5s2bdSvXz9NmDBBx48fV/fu3eXn56fk5GSVLVtWw4YNy3V5Ly8vdezYUc8++6wyMjI0efJkpaSkKDExMcdl8nuM79q1S0OHDtV9992nOnXqyNfXV2vXrtWuXbs0atSo6/YaAIWiGG8IAopMdnd5ly9f3tx+++1m+vTp5vLly27znz592gwePNiEhYUZb29vExkZaf7617+65tu1a5fx9/fPckfq5cuXTZMmTUxUVJQ5c+aMMeb3u0zLlStndu3aZeLj442/v78JDg42Q4YMMefPn3dbPru7XA8dOmQeeOABExISYnx8fEy9evXM1KlTTXp6utt8n376qYmJiTF+fn5GUrZ3y15t9+7dpmPHjsbpdJrg4GAzaNAg8/7772e5yztzvsDAQFOxYkVz3333mcOHD+frrvLMO2OnTp2a63zGGPPaa6+ZRo0aGV9fX1O+fHnTo0cP8+2337rN48lrefbsWfPII4+YKlWqmHLlypmEhARz8ODBfN3l7clz3r17t7nvvvtMSEiI6y7ggQMHuo6V3377zQwfPtzccsstxul0mtjYWLN8+fIsdx8bk/dxl5uMjAwzadIkExERYXx9fU2jRo3MypUrs9ytbEz+jqnXX3/dtGvXzlSpUsX4+vqa8PBwc//995tdu3blORb95y7v3GR3l3dGRoaZMmWKqVmzpnE6naZp06Zm7dq1Od7l/e6777qtM7u7+7N7ndPT082MGTNMgwYNXMdby5YtzcqVK13z5HSX9+TJk01iYqKpVq2a8fX1NTExMebjjz92W39Ofzkgr2P8+PHjZuDAgaZ+/fqmXLlyJiAgwDRq1MjMmDHDpKWl5fp6AsXNYcw1F+wAuK4GDhyo9957L8cL9pF/N/prOW7cOHl7e+v5558v7qHgOjt48KBq1KihqVOnavjw4cU9HOCGwzWUAGBp586d2rRpk86ePav33nuvuIcDAEWOaygBwNJnn32mESNGyM/PL9dr6QCgtOIjbwAAAFjhI28AAABYISgBAABghaAEAACAlSK/KScjI0M///yzAgMDs/ybtQAAACh+xhidO3dO4eHhKlMm7/cfizwof/75Z0VERBT1ZgEAAOChI0eOqFq1annOV+RBGRgYKOn3AQYFBRX15gEAAJCHlJQURUREuLotL0UelJkfcwcFBRGUAAAAN7D8Xp7ITTkAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBCUAIAAMAKQQkAAAArBCUAAACseBf3AIrK93u+VurRb3U5oLqMt9PtscDAQNWpU6eYRgYAAFCy3RRB+d133+mPd92u7Y8FKHbueSUfy8gyz/79+4lKAACAArgpgvLcuXOu7998801dqlDX9fOePXvUt29ft3kAAACQfzdFUF4tun59Kfz24h4GAABAqcFNOQAAALBCUAIAAMAKQQkAAAArBCUAAACsEJQAAACwQlACAADACkEJAAAAKwQlAAAArBCUAAAAsEJQAgAAwApBCQAAACsEJQAAAKwQlAAAALBS6oPy4sWL2rNnz3VZz/bt23Xx4sXrMCoAAIDSo9QH5d69e9W3b9/rsp4mTZpo796912FUAAAApUepD0oAAAAULoISAAAAVghKAAAAWCEoAQAAYIWgBAAAgBWCEgAAAFYISgAAAFghKAEAAGCFoAQAAIAVghIAAABWCEoAAABYISgBAABgxbu4B1DSpKena82aNVq/fr0kKT4+XvHx8ZKk9evXZ5nu5eXlWm7Tpk06evSoQkNDlZGRoY0bN+Y4b27rshl75hjCwsLUpk0b63UWdLuSimUsN6Pi2u8AAHsl5ne48dCGDRtM9+7dTVhYmJFkli1b5tHyZ8+eNZLM2bNnPd10gSQlJRlJJqZqGWPGBhnz/5KzfTwpKSlf66lYsaKR5PYVFBRkgoKCskwPDQ01S5YsMUuWLDFRUVFZHr/6q3Llyq55Q0NDc3y8oLIbQ1RUlNU6C7rd0NBQU7ly5SIfy82ouPY7AMBecf4O97TXPP7I+8KFC2rcuLFmzpzp6aIl2tq1ayVJZ86cUVxcnNasWaM1a9YoOjpaKSkpSklJUXR0tGt6XFycTpw4oV69eqlXr15q2LChJk2aJIfDIUmqWLGiJGncuHGKi4vTyZMnXfOeOHHCbRtXP7506VKPx7506VL17t1bDRs21NatW3Xu3Dlt3bpVDRs2VO/evQu0zoJud9KkSTpx4oROnjypSZMmFdlYbkbFtd8BAPZK3O9wm3rVTfIOZVpamusd2TZt2pj09HTX9OrVq5syZcoYLy8vExkZadLS0owxxqSnp5tu3boZh8NhypYtay5dumSioqKMv7+/6d69u0lNTTUJCQmmRo0a5sqVK655JZlu3bq5tpG5ru7du5uyZcuaqKgo1zbyIy0tzURFRZmEhAS3dWauN3MMnqyzoNvNnNa9e3fTvXt3t+0W5lhuRsW13wEA9m6E3+Ge9lqhB+Xly5fN2bNnXV9Hjhwp0qDcvHlzrkGZ+fiiRYtMUlJStl9z5851vdX88ssvu5Zdt25dlo+m161b53p85syZrukzZsxwfb9161ZjjDFbtmxxLXP1vLNmzcryPDLnvXYbeckcY+Y2c1qvJ+ss6HavnpbddgtrLDej4trvAAB7N8LvcE+DstBvypk0aZISExMLezM5OnjwYL4e79u3b77W5+39fy/Z0aNHszx+9TR/f3/X9wcOHHB936BBA7f/PXr0qNu8V39/7TI5bTcnmfNevXx26/VknQXd7tXTjDFZtltYY7kZFdd+BwDYK4m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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "plt.figure(figsize=(8, 6))\n", + "plt.boxplot(alvo['População'], vert=False)\n", + "plt.xlabel('População')\n", + "plt.title('Boxplot da População dos Municípios')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "34e00fb1", + "metadata": {}, + "source": [ + "Eu queria ter dado um describe, mas acho que esqueci como funciona e saiu erradão. Fiz manualmente o que queria ter visualizado, as meédias como a mediana que é apenas 10 mil pessoas e ao menos 75% abaixo de 38 mil pessoas. Realmente" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "e3b25f70", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Média: 69146.60377358491\n", + "Mediana: 10772.0\n", + "Quartis:\n", + "0.25 4064.25\n", + "0.50 10772.00\n", + "0.75 38261.75\n", + "Name: População, dtype: float64\n" + ] + } + ], + "source": [ + "#alvo['População'].describe()\n", + "\n", + "media = alvo['População'].mean()\n", + "mediana = alvo['População'].median()\n", + "quartis = alvo['População'].quantile([0.25, 0.5, 0.75])\n", + "\n", + "print(f\"Média: {media}\")\n", + "print(f\"Mediana: {mediana}\")\n", + "print(\"Quartis:\")\n", + "print(quartis)\n" + ] + }, + { + "cell_type": "markdown", + "id": "22920256", + "metadata": {}, + "source": [ + "## Quais As Discrepâncias ?" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9c57845b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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NOME_MUNICPopulação
19Salvador2417678.0
43João Pessoa833932.0
9Jundiaí443221.0
45Piracicaba423323.0
8Limeira291869.0
16Lauro de Freitas203331.0
79Araçatuba200124.0
12Itu168240.0
42São Caetano do Sul165655.0
29Mogi Guaçu153658.0
70Barretos122485.0
67Birigui118979.0
27Votuporanga96634.0
71Patrocínio89826.0
3Matão79033.0
\n", + "
" + ], + "text/plain": [ + " NOME_MUNIC População\n", + "19 Salvador 2417678.0\n", + "43 João Pessoa 833932.0\n", + "9 Jundiaí 443221.0\n", + "45 Piracicaba 423323.0\n", + "8 Limeira 291869.0\n", + "16 Lauro de Freitas 203331.0\n", + "79 Araçatuba 200124.0\n", + "12 Itu 168240.0\n", + "42 São Caetano do Sul 165655.0\n", + "29 Mogi Guaçu 153658.0\n", + "70 Barretos 122485.0\n", + "67 Birigui 118979.0\n", + "27 Votuporanga 96634.0\n", + "71 Patrocínio 89826.0\n", + "3 Matão 79033.0" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "melhores_cidades_em_ordem = alvo.sort_values(by='População', ascending=False)[['NOME_MUNIC', 'População']]\n", + "melhores_cidades_em_ordem.head(15)" + ] + }, + { + "cell_type": "markdown", + "id": "d18bcdda", + "metadata": {}, + "source": [ + "Bom... temos duas capitais e uma com mais de dois milhões de pessoas o que me pegou de surpresa. Ao se comparar com a cidade de Santos que possuo 400 mil pessoas, apenas 4 possuem mais do que ela" + ] + }, + { + "cell_type": "markdown", + "id": "1a9d3e59", + "metadata": {}, + "source": [ + "# Além Do Pote De Ouro" + ] + }, + { + "cell_type": "markdown", + "id": "c24b8bbe", + "metadata": {}, + "source": [ + "Apenas selecionei as cidades com 100 pontos. Agora decidi que quero dar uma olhada em TODAS as cidades. Achei melhor remover as cidades acima de um milhão de habitantes pra não atrapalhar na visualização geral" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "46e9545d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Removi um Total de 15 cidades ao remover todas acima de um milhão de habitantes\n", + "Com isso sobraram um Total de 1806 cidades abaixo de um milhão de habitantes\n" + ] + } + ], + "source": [ + "print('Removi um Total de ',vida_na_agua[vida_na_agua['População'] > 1000000].shape[0] ,\n", + " ' cidades ao remover todas acima de um milhão de habitantes')\n", + "\n", + "print('Com isso sobraram um Total de ', vida_na_agua[vida_na_agua['População'] < 1000000].shape[0] ,\n", + " ' cidades abaixo de um milhão de habitantes')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "ebdfd972", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "menos_de_milhao = vida_na_agua[vida_na_agua['População'] < 1000000]\n", + "\n", + "#Aqui agradeço ao rapaz chamado ChatGPT por colaborar comigo\n", + "import numpy as np\n", + "\n", + "# Dados do scatterplot\n", + "x = menos_de_milhao['População']\n", + "y = menos_de_milhao['ODS_14_pt']\n", + "\n", + "# Calcular a regressão linear\n", + "coef = np.polyfit(x, y, 1)\n", + "poly1d_fn = np.poly1d(coef)\n", + "\n", + "# Criar o scatterplot\n", + "plt.figure(figsize=(10, 6))\n", + "plt.scatter(x, y, alpha=0.5)\n", + "\n", + "# Adicionar a linha de regressão\n", + "plt.plot(x, poly1d_fn(x), '--k')\n", + "\n", + "# Adicionar rótulos e título\n", + "plt.xlabel('População até um milhão de pessoas')\n", + "plt.ylabel('Pontuação ODS-14')\n", + "plt.title('Distribuição entre População e a Vida Na Água com Regressão Linear')\n", + "\n", + "# Mostrar o gráfico\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "cae9be39", + "metadata": {}, + "source": [ + "É... podemos ver uma relação entre o aumento da população e a queda da pontuação no quesito qualidade da água. Mesmo deixando as cidades com população acima de um milhão a queda persiste e se eu deixasse cidades como São Paulo e Rio de Janeiro só iria atrapalhar an visualização" + ] + }, + { + "cell_type": "markdown", + "id": "a202e326", + "metadata": {}, + "source": [ + "## Estimando Pontuação De Acordo Com Os Valores Da Regressão" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "765d058f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A população de Santos é estimada em 418 608 habitantes.\n", + "\n" + ] + } + ], + "source": [ + "# Obter a linha correspondente a Santos\n", + "santos = populacao[populacao['NOME_MUNIC'] == 'Santos']\n", + "\n", + "# Extrair a população de Santos\n", + "populacao_santos = santos['População'].values[0]\n", + "\n", + "# Imprimir a população de Santos\n", + "print(f\"A população de Santos é estimada em {populacao_santos} habitantes.\\n\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2cbb8b29", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A pontuação estimada no ODS-14 para uma população de 433.656 é de 60.38\n" + ] + } + ], + "source": [ + "populacao_estimada = 433.656\n", + "pontuacao_estimada = poly1d_fn(populacao_estimada)\n", + "\n", + "print(f\"A pontuação estimada no ODS-14 para uma população de {populacao_estimada} é de {pontuacao_estimada:.2f}\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "0d17c8d2", + "metadata": {}, + "source": [ + "# E Outros Portos, Qual O Padrão ? " + ] + }, + { + "cell_type": "markdown", + "id": "d715f1ce", + "metadata": {}, + "source": [ + "Os dados dos portos foram obtidos através do Estatístico Aquaviário\n", + "\n", + " --> https://web3.antaq.gov.br/ea/sense/download.html#pt" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "48bc6109", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IDAtracacaoCDTUPIDBercoPorto AtracaçãoComplexo PortuárioTipo da Autoridade PortuáriaData AtracaçãoData ChegadaData DesatracaçãoAnoMesTipo de OperaçãoTipo de Navegação da AtracaçãoTerminalMunicípioUFSGUFRegião Geográfica
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853341330554BRVDCVDC0201Vila do CondeVila do Conde - BelémPorto Organizado27/04/2023 07:40:0027/04/2023 07:40:0028/04/2023 20:02:002023abrMovimentação da CargaLongo CursoPiers Públicos TMUBarcarenaParáPANorte
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" + ], + "text/plain": [ + " IDAtracacao CDTUP IDBerco \\\n", + "59481 1349257 BRBEL BELO102 \n", + "65324 1358126 BRRJ053 BRRJ0535011 \n", + "85334 1330554 BRVDC VDC0201 \n", + "\n", + " Porto Atracação Complexo Portuário \\\n", + "59481 Belém Vila do Conde - Belém \n", + "65324 Brasil Logística Offshore e Estaleiro Naval São João da Barra \n", + "85334 Vila do Conde Vila do Conde - Belém \n", + "\n", + " Tipo da Autoridade Portuária Data Atracação Data Chegada \\\n", + "59481 Porto Organizado 02/06/2023 06:00:00 02/06/2023 06:00:00 \n", + "65324 Terminal Autorizado 02/05/2023 08:30:00 02/05/2023 08:20:00 \n", + "85334 Porto Organizado 27/04/2023 07:40:00 27/04/2023 07:40:00 \n", + "\n", + " Data Desatracação Ano Mes Tipo de Operação \\\n", + "59481 11/06/2023 11:40:00 2023 jun Apoio \n", + "65324 02/05/2023 20:00:00 2023 mai Apoio \n", + "85334 28/04/2023 20:02:00 2023 abr Movimentação da Carga \n", + "\n", + " Tipo de Navegação da Atracação \\\n", + "59481 Interior \n", + "65324 Cabotagem \n", + "85334 Longo Curso \n", + "\n", + " Terminal Município \\\n", + "59481 Cais Público - Outeiro Belém \n", + "65324 Brasil Logística Offshore e Estaleiro Naval São João da Barra \n", + "85334 Piers Públicos TMU Barcarena \n", + "\n", + " UF SGUF Região Geográfica \n", + "59481 Pará PA Norte \n", + "65324 Rio de Janeiro RJ Sudeste \n", + "85334 Pará PA Norte " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "atracacao = pd.read_csv('2023Atracacao.csv',sep=';')\n", + "\n", + "#atracacao['Data Chegada'] = pd.to_datetime(atracacao['Data Chegada'], format='%d/%m/%Y %H:%M:%S')\n", + "#atracacao['Data Atracação'] = pd.to_datetime(atracacao['Data Atracação'], format='%d/%m/%Y %H:%M:%S')\n", + "#atracacao['Data Desatracação '] = pd.to_datetime(atracacao['Data Desatracação'], format='%d/%m/%Y %H:%M:%S')\n", + "# Isso aqui comentado seria pra converter certinho e conseguir manusear os dados temporais\n", + "\n", + "atracacao = atracacao.drop(columns=['Data Início Operação','Data Término Operação','Berço','Nacionalidade do Armador', 'FlagMCOperacaoAtracacao','Nº do IMO','Nº da Capitania','Apelido Instalação Portuária'])\n", + "\n", + "atracacao.sample(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "5002ec00", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Tipo de Navegação da Atracação\n", + "Interior 45609\n", + "Longo Curso 22421\n", + "Cabotagem 15914\n", + "Apoio Marítimo 5270\n", + "Apoio Portuário 3828\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "atracacao['Tipo de Navegação da Atracação'].value_counts()" + ] + }, + { + "cell_type": "markdown", + "id": "b09e0a4d", + "metadata": {}, + "source": [ + "Temos diversos tipos de operações registrados em muitos portos, mas vou foar apenas nas operações de longo curso" + ] + }, + { + "cell_type": "markdown", + "id": "a23f31c4", + "metadata": {}, + "source": [ + "# Porque apenas longo curso ?" + ] + }, + { + "cell_type": "markdown", + "id": "0738a0ba", + "metadata": {}, + "source": [ + " \"Longo Curso é aquele realizado entre portos de diferentes países, em oposição ao transporte marítimo de cabota- gem, realizado entre os portos localizados dentro do território nacional de um país.\"" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "fa72bb83", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IDAtracacaoCDTUPIDBercoPorto AtracaçãoComplexo PortuárioTipo da Autoridade PortuáriaData AtracaçãoData ChegadaData DesatracaçãoAnoMesTipo de OperaçãoTipo de Navegação da AtracaçãoTerminalMunicípioUFSGUFRegião Geográfica
623041326771BRSUASUAPL3BSuapeSuape - RecifePorto Organizado17/03/2023 13:20:0017/03/2023 06:38:0019/03/2023 22:12:002023marMovimentação da CargaLongo CursoPíer de Graneis Líquidos 3BIpojucaPernambucoPENordeste
328861406403BRAM006BRAM0060012Porto ChibatãoManausTerminal Autorizado10/12/2023 13:40:0010/12/2023 12:42:0012/12/2023 07:07:002023dezMovimentação da CargaLongo CursoPorto ChibatãoManausAmazonasAMNorte
839271391018BRES004BRES0040701Terminal Marítimo Alfandegado Privativo de Uso...VitóriaTerminal Autorizado19/11/2023 16:05:0016/11/2023 18:35:0021/11/2023 11:10:002023novMovimentação da CargaLongo CursoTerminal Marítimo Alfandegado Privativo de Uso...VitóriaEspírito SantoESSudeste
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" + ], + "text/plain": [ + " IDAtracacao CDTUP IDBerco \\\n", + "62304 1326771 BRSUA SUAPL3B \n", + "32886 1406403 BRAM006 BRAM0060012 \n", + "83927 1391018 BRES004 BRES0040701 \n", + "\n", + " Porto Atracação Complexo Portuário \\\n", + "62304 Suape Suape - Recife \n", + "32886 Porto Chibatão Manaus \n", + "83927 Terminal Marítimo Alfandegado Privativo de Uso... Vitória \n", + "\n", + " Tipo da Autoridade Portuária Data Atracação Data Chegada \\\n", + "62304 Porto Organizado 17/03/2023 13:20:00 17/03/2023 06:38:00 \n", + "32886 Terminal Autorizado 10/12/2023 13:40:00 10/12/2023 12:42:00 \n", + "83927 Terminal Autorizado 19/11/2023 16:05:00 16/11/2023 18:35:00 \n", + "\n", + " Data Desatracação Ano Mes Tipo de Operação \\\n", + "62304 19/03/2023 22:12:00 2023 mar Movimentação da Carga \n", + "32886 12/12/2023 07:07:00 2023 dez Movimentação da Carga \n", + "83927 21/11/2023 11:10:00 2023 nov Movimentação da Carga \n", + "\n", + " Tipo de Navegação da Atracação \\\n", + "62304 Longo Curso \n", + "32886 Longo Curso \n", + "83927 Longo Curso \n", + "\n", + " Terminal Município \\\n", + "62304 Píer de Graneis Líquidos 3B Ipojuca \n", + "32886 Porto Chibatão Manaus \n", + "83927 Terminal Marítimo Alfandegado Privativo de Uso... Vitória \n", + "\n", + " UF SGUF Região Geográfica \n", + "62304 Pernambuco PE Nordeste \n", + "32886 Amazonas AM Norte \n", + "83927 Espírito Santo ES Sudeste " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "longo_curso = atracacao[atracacao['Tipo de Navegação da Atracação'] == 'Longo Curso']\n", + "longo_curso.sample(3)" + ] + }, + { + "cell_type": "markdown", + "id": "fbb5288b", + "metadata": {}, + "source": [ + "# Atribuindo Soma De Operações à Portos e Portos à Cidades" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "9ee16ed4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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UFNOME_MUNICQuantidade de Operações
0ALMaceió148
1AMItacoatiara173
2AMManaus133
3APSantana71
4BACandeias355
............
56SEBarra dos Coqueiros41
57SPCubatão15
58SPGuarujá1384
59SPSantos3640
60SPSão Sebastião163
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61 rows × 3 columns

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" + ], + "text/plain": [ + " UF NOME_MUNIC Quantidade de Operações\n", + "0 AL Maceió 148\n", + "1 AM Itacoatiara 173\n", + "2 AM Manaus 133\n", + "3 AP Santana 71\n", + "4 BA Candeias 355\n", + ".. .. ... ...\n", + "56 SE Barra dos Coqueiros 41\n", + "57 SP Cubatão 15\n", + "58 SP Guarujá 1384\n", + "59 SP Santos 3640\n", + "60 SP São Sebastião 163\n", + "\n", + "[61 rows x 3 columns]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# \n", + "soma_por_operacao = longo_curso.groupby(['SGUF', 'Município'])['Tipo de Operação'].count().reset_index()\n", + "\n", + "# Renomear a coluna de contagem para 'Quantidade de Operações'\n", + "soma_por_operacao.rename(columns={'Município':'NOME_MUNIC','SGUF':'UF','Tipo de Operação': 'Quantidade de Operações'}, inplace=True)\n", + "\n", + "# Exibir a soma por id de operação\n", + "soma_por_operacao\n" + ] + }, + { + "cell_type": "markdown", + "id": "4849f2f7", + "metadata": {}, + "source": [ + "# Agora vou mergear com o resto do dataframe" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "d2042ff6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CD_MUNAREA_KM2NOME_MUNICUFIDSC-BRClassificaODS_14_ptgeometrycategoria_ods14PopulaçãoQuantidade de Operações
03515152109.941Engenheiro CoelhoSP57.730655199100.000POLYGON ((-47.15753 -22.47540, -47.15629 -22.4...Alvo19566.0NaN
13514403487.688DracenaSP59.39885777100.000POLYGON ((-51.53741 -21.43868, -51.53729 -21.4...Alvo45474.0NaN
23529807213.242Mineiros do TietêSP56.531845350100.000POLYGON ((-48.47375 -22.48223, -48.50320 -22.4...Alvo11230.0NaN
33529302524.899MatãoSP55.003876542100.000POLYGON ((-48.27318 -21.64918, -48.27320 -21.6...Alvo79033.0NaN
43553104107.059TaiaçuSP59.02712995100.000POLYGON ((-48.53073 -21.18847, -48.53112 -21.1...Alvo5677.0NaN
....................................
181615044558272.629MedicilândiaPA31.16852455650.637POLYGON ((-52.88911 -2.95241, -52.88921 -2.954...Vermelho27094.0NaN
18173304128284.826QuatisRJ46.05273829750.546POLYGON ((-44.20774 -22.39706, -44.20778 -22.3...Vermelho13682.0NaN
18185200258191.817Águas Lindas de GoiásGO48.00864922420.386POLYGON ((-48.23189 -15.77844, -48.23191 -15.7...Vermelho225693.0NaN
18194203907244.057CapinzalSC50.83528013590.378POLYGON ((-51.55327 -27.42536, -51.55320 -27.4...Vermelho23314.0NaN
18202913903280.454IpiaúBA43.85025637840.243POLYGON ((-39.69940 -14.15323, -39.69988 -14.1...Vermelho40706.0NaN
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1821 rows × 11 columns

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" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica \\\n", + "0 3515152 109.941 Engenheiro Coelho SP 57.730655 199 \n", + "1 3514403 487.688 Dracena SP 59.398857 77 \n", + "2 3529807 213.242 Mineiros do Tietê SP 56.531845 350 \n", + "3 3529302 524.899 Matão SP 55.003876 542 \n", + "4 3553104 107.059 Taiaçu SP 59.027129 95 \n", + "... ... ... ... .. ... ... \n", + "1816 1504455 8272.629 Medicilândia PA 31.168524 5565 \n", + "1817 3304128 284.826 Quatis RJ 46.052738 2975 \n", + "1818 5200258 191.817 Águas Lindas de Goiás GO 48.008649 2242 \n", + "1819 4203907 244.057 Capinzal SC 50.835280 1359 \n", + "1820 2913903 280.454 Ipiaú BA 43.850256 3784 \n", + "\n", + " ODS_14_pt geometry \\\n", + "0 100.000 POLYGON ((-47.15753 -22.47540, -47.15629 -22.4... \n", + "1 100.000 POLYGON ((-51.53741 -21.43868, -51.53729 -21.4... \n", + "2 100.000 POLYGON ((-48.47375 -22.48223, -48.50320 -22.4... \n", + "3 100.000 POLYGON ((-48.27318 -21.64918, -48.27320 -21.6... \n", + "4 100.000 POLYGON ((-48.53073 -21.18847, -48.53112 -21.1... \n", + "... ... ... \n", + "1816 0.637 POLYGON ((-52.88911 -2.95241, -52.88921 -2.954... \n", + "1817 0.546 POLYGON ((-44.20774 -22.39706, -44.20778 -22.3... \n", + "1818 0.386 POLYGON ((-48.23189 -15.77844, -48.23191 -15.7... \n", + "1819 0.378 POLYGON ((-51.55327 -27.42536, -51.55320 -27.4... \n", + "1820 0.243 POLYGON ((-39.69940 -14.15323, -39.69988 -14.1... \n", + "\n", + " categoria_ods14 População Quantidade de Operações \n", + "0 Alvo 19566.0 NaN \n", + "1 Alvo 45474.0 NaN \n", + "2 Alvo 11230.0 NaN \n", + "3 Alvo 79033.0 NaN \n", + "4 Alvo 5677.0 NaN \n", + "... ... ... ... \n", + "1816 Vermelho 27094.0 NaN \n", + "1817 Vermelho 13682.0 NaN \n", + "1818 Vermelho 225693.0 NaN \n", + "1819 Vermelho 23314.0 NaN \n", + "1820 Vermelho 40706.0 NaN \n", + "\n", + "[1821 rows x 11 columns]" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vida_na_agua = pd.merge(vida_na_agua, soma_por_operacao[['NOME_MUNIC', 'UF','Quantidade de Operações']], on=['NOME_MUNIC', 'UF'], how='left')\n", + "vida_na_agua" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "9fbc8778", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CD_MUNAREA_KM2NOME_MUNICUFIDSC-BRClassificaODS_14_ptgeometrycategoria_ods14PopulaçãoQuantidade de Operações
11474118204822.838ParanaguáPR50.562975144444.104POLYGON ((-48.46643 -25.55104, -48.46838 -25.5...Laranja145829.02387.0
11262312403842.635São Gonçalo do AmaranteCE44.760825347945.754POLYGON ((-38.91669 -3.49606, -38.91587 -3.497...Laranja54143.0290.0
16012607208521.801IpojucaPE39.770005499611.169MULTIPOLYGON (((-34.98098 -8.44104, -34.98134 ...Vermelho98932.0471.0
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" + ], + "text/plain": [ + " CD_MUN AREA_KM2 NOME_MUNIC UF IDSC-BR Classifica \\\n", + "1147 4118204 822.838 Paranaguá PR 50.562975 1444 \n", + "1126 2312403 842.635 São Gonçalo do Amarante CE 44.760825 3479 \n", + "1601 2607208 521.801 Ipojuca PE 39.770005 4996 \n", + "\n", + " ODS_14_pt geometry \\\n", + "1147 44.104 POLYGON ((-48.46643 -25.55104, -48.46838 -25.5... \n", + "1126 45.754 POLYGON ((-38.91669 -3.49606, -38.91587 -3.497... \n", + "1601 11.169 MULTIPOLYGON (((-34.98098 -8.44104, -34.98134 ... \n", + "\n", + " categoria_ods14 População Quantidade de Operações \n", + "1147 Laranja 145829.0 2387.0 \n", + "1126 Laranja 54143.0 290.0 \n", + "1601 Vermelho 98932.0 471.0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "portos_vida_na_agua = vida_na_agua[vida_na_agua['Quantidade de Operações'].notna()]\n", + "portos_vida_na_agua.sample(3)" + ] + }, + { + "cell_type": "markdown", + "id": "7146ca10", + "metadata": {}, + "source": [ + "# Como está Santos comparado à outras cidades portuárias ?" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "e945854e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn as sns\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=portos_vida_na_agua, x='Quantidade de Operações', y='ODS_14_pt')\n", + "plt.title('Pontuação De Operações Portuárias e Qualidade De Vida Na Água')\n", + "plt.xlabel('Pontos ODS-14')\n", + "plt.ylabel('Quantidade de Operações')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "371fd717", + "metadata": {}, + "source": [ + "A cidade de Santos vem fazendo um bom trabalho, comparando com cidades com quantidade de população semelhante está bem acima da média assim como comparado com outras cidades portuárias." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}