diff --git a/exercicios/para-casa/exercicioS12.ipynb b/exercicios/para-casa/exercicioS12.ipynb new file mode 100644 index 0000000..ef9cd79 --- /dev/null +++ b/exercicios/para-casa/exercicioS12.ipynb @@ -0,0 +1,186 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"titanic.csv\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Dados do Titanic: " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Aqui iremos ver algumas informações do navio Titanic, como: \n", + "- PassengerId (id do passageiro)\n", + "- Survived (sobreviventes)\n", + "- Pclass (classe dos passageiros)\n", + "- Name (nome)\n", + "- Sex (gênero)\n", + "- Age (idade)\n", + "- SibSp (número de irmãos)\n", + "- Parch (número de pais)\n", + "- Ticket (bilhete)\n", + "- Fare (preço do bilhete)\n", + "- Cabin (número da cabine)\n", + "- Embarked (portão de embarque)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "def exibir_contagem_em_grafico(data, labels, colors):\n", + " plt.figure(figsize=(10, 6))\n", + " bars = plt.bar(labels, data, color=colors)\n", + " plt.title(f'Contagem')\n", + " plt.ylabel('Quantidade')\n", + " plt.xticks(rotation=0)\n", + " for bar, count in zip(bars, data):\n", + " plt.text(bar.get_x() + bar.get_width() / 2, count, str(count), ha='center', va='bottom', fontsize=12)\n", + " plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Gráfico 1: número de idosos, +60, que não sobreviveram. " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "idosos_sobreviventes = df[(df['Age'] > 60) & (df['Survived'] == 1)]\n", + "idosos_nao_sobreviventes = df[(df['Age'] > 60) & (df['Survived'] == 0)]\n", + "\n", + "idosos_sobreviventes = df[(df['Age'] > 60) & (df['Survived'] == 1)]\n", + "\n", + "idosos_nao_sobreviventes = df[(df['Age'] > 60) & (df['Survived'] == 0)]\n", + "\n", + "exibir_contagem_em_grafico([len(idosos_sobreviventes), len(idosos_nao_sobreviventes)], ['Idosos Sobreviventes', 'Idosos Não Sobreviventes'], ['lightgreen', 'tomato'])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Gráfico 2: idosos, +60, por classe: " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "idosos_por_classe = df[df['Age'] > 60]['Pclass'].value_counts()\n", + "idosos_por_classe = idosos_por_classe.sort_index()\n", + "exibir_contagem_em_grafico(idosos_por_classe.values, idosos_por_classe.index, 'skyblue')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Gráfico 3: crianças, até 12, que não sobreviveram: " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "criancas_sobreviventes = df[(df['Age'] < 12) & (df['Survived'] == 1)]\n", + "criancas_nao_sobreviventes = df[(df['Age'] < 12) & (df['Survived'] == 0)]\n", + "exibir_contagem_em_grafico([len(criancas_sobreviventes), len(criancas_nao_sobreviventes)], ['Crianças Sobreviventes', 'Crianças Não Sobreviventes'], ['lightgreen', 'lightcoral'])\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.11.4" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/exercicios/para-casa/titanic.csv b/exercicios/para-casa/titanic.csv new file mode 100644 index 0000000..5cc466e --- /dev/null +++ b/exercicios/para-casa/titanic.csv @@ -0,0 +1,892 @@ +PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked +1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S +2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C +3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S +4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S +5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S +6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q +7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S +8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S +9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S +10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C +11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S +12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S +13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S +14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S +15,0,3,"Vestrom, Miss. 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