{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "Pandas IO.ipynb", "version": "0.3.2", "provenance": [], "collapsed_sections": [ "OV2e4bJ12eOi", "NXuU1IUz2jnJ", "rWFG7JlcAEwc" ] }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "metadata": { "id": "OV2e4bJ12eOi", "colab_type": "text" }, "cell_type": "markdown", "source": [ "# Criando os nomes" ] }, { "metadata": { "id": "7f53UWACvaCX", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "import pandas as pd" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "XxOW1IZZwV-K", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "nomes_m = pd.read_json(\"https://servicodados.ibge.gov.br/api/v1/censos/nomes/ranking?qtd=200&sexo=m\")\n", "nomes_f = pd.read_json(\"https://servicodados.ibge.gov.br/api/v1/censos/nomes/ranking?qtd=200&sexo=f\")" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "glPFYAfIwqag", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 54 }, "outputId": "84938ef7-4eb6-46ab-95a7-53fedd02c1bb" }, "cell_type": "code", "source": [ "print(\"Quantidade de nomes: \" + str(len(nomes_f) + len(nomes_m)))" ], "execution_count": 3, "outputs": [ { "output_type": "stream", "text": [ "Quantidade de nomes: 400\n" ], "name": "stdout" } ] }, { "metadata": { "id": "ZhxSJe14w6t8", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "frames = [nomes_f, nomes_m]" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "TexNJ2VoxotO", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 2196 }, "outputId": "10675162-9d77-4b1c-e6b4-12adf1c97949" }, "cell_type": "code", "source": [ "frames" ], "execution_count": 5, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[ freq nome rank regiao sexo\n", " 0 11694738 MARIA 1 0 F\n", " 1 3079729 ANA 2 0 F\n", " 2 721637 FRANCISCA 3 0 F\n", " 3 588783 ANTONIA 4 0 F\n", " 4 565621 ADRIANA 5 0 F\n", " 5 562589 JULIANA 6 0 F\n", " 6 551855 MARCIA 7 0 F\n", " 7 531607 FERNANDA 8 0 F\n", " 8 529446 PATRICIA 9 0 F\n", " 9 509869 ALINE 10 0 F\n", " 10 479230 SANDRA 11 0 F\n", " 11 469851 CAMILA 12 0 F\n", " 12 464624 AMANDA 13 0 F\n", " 13 460770 BRUNA 14 0 F\n", " 14 456472 JESSICA 15 0 F\n", " 15 434056 LETICIA 16 0 F\n", " 16 430067 JULIA 17 0 F\n", " 17 429769 LUCIANA 18 0 F\n", " 18 417512 VANESSA 19 0 F\n", " 19 381778 MARIANA 20 0 F\n", " 20 378807 GABRIELA 21 0 F\n", " 21 376202 VERA 22 0 F\n", " 22 366797 VITORIA 23 0 F\n", " 23 360523 LARISSA 24 0 F\n", " 24 358175 CLAUDIA 25 0 F\n", " 25 354980 BEATRIZ 26 0 F\n", " 26 354720 RITA 27 0 F\n", " 27 354625 LUANA 28 0 F\n", " 28 354487 SONIA 29 0 F\n", " 29 345195 RENATA 30 0 F\n", " .. ... ... ... ... ...\n", " 170 93355 MARINALVA 171 0 F\n", " 171 92470 TERESINHA 172 0 F\n", " 172 92065 REBECA 173 0 F\n", " 173 91752 GERALDA 174 0 F\n", " 174 90779 CLEONICE 175 0 F\n", " 175 89381 ALEXANDRA 176 0 F\n", " 176 88631 MARA 177 0 F\n", " 177 88574 JENIFER 178 0 F\n", " 178 88505 ELIZANGELA 179 0 F\n", " 179 88064 LILIANE 180 0 F\n", " 180 88023 LIDIA 181 0 F\n", " 181 87953 IRACEMA 182 0 F\n", " 182 86963 LIDIANE 183 0 F\n", " 183 86816 IRACI 184 0 F\n", " 184 86734 MARILIA 185 0 F\n", " 185 85939 SHEILA 186 0 F\n", " 186 85322 INES 187 0 F\n", " 187 85317 NAIARA 188 0 F\n", " 188 84237 POLIANA 189 0 F\n", " 189 83485 DALVA 190 0 F\n", " 190 83288 LURDES 191 0 F\n", " 191 83045 TERESA 192 0 F\n", " 192 82927 ZILDA 193 0 F\n", " 193 82838 LUCILENE 194 0 F\n", " 194 82626 CLARA 195 0 F\n", " 195 82203 ROSANE 196 0 F\n", " 196 81878 IVONETE 197 0 F\n", " 197 81230 LUCIANE 198 0 F\n", " 198 81100 ISADORA 199 0 F\n", " 199 80128 NILZA 200 0 F\n", " \n", " [200 rows x 5 columns], freq nome rank regiao sexo\n", " 0 5732508 JOSE 1 0 M\n", " 1 2971935 JOAO 2 0 M\n", " 2 2567494 ANTONIO 3 0 M\n", " 3 1765197 FRANCISCO 4 0 M\n", " 4 1483121 CARLOS 5 0 M\n", " 5 1417907 PAULO 6 0 M\n", " 6 1213557 PEDRO 7 0 M\n", " 7 1116818 LUCAS 8 0 M\n", " 8 1102927 LUIZ 9 0 M\n", " 9 1101126 MARCOS 10 0 M\n", " 10 931530 LUIS 11 0 M\n", " 11 922744 GABRIEL 12 0 M\n", " 12 814709 RAFAEL 13 0 M\n", " 13 706527 DANIEL 14 0 M\n", " 14 690098 MARCELO 15 0 M\n", " 15 663271 BRUNO 16 0 M\n", " 16 628539 EDUARDO 17 0 M\n", " 17 615924 FELIPE 18 0 M\n", " 18 611174 RAIMUNDO 19 0 M\n", " 19 598825 RODRIGO 20 0 M\n", " 20 590924 MANOEL 21 0 M\n", " 21 583962 MATEUS 22 0 M\n", " 22 578975 ANDRE 23 0 M\n", " 23 551776 FERNANDO 24 0 M\n", " 24 545581 FABIO 25 0 M\n", " 25 544258 LEONARDO 26 0 M\n", " 26 537598 GUSTAVO 27 0 M\n", " 27 525028 GUILHERME 28 0 M\n", " 28 506483 LEANDRO 29 0 M\n", " 29 492149 TIAGO 30 0 M\n", " .. ... ... ... ... ...\n", " 170 76472 ALEXANDRO 171 0 M\n", " 171 75699 VALDEMIR 172 0 M\n", " 172 75619 WANDERSON 173 0 M\n", " 173 75076 JAILSON 174 0 M\n", " 174 75029 DENIS 175 0 M\n", " 175 74729 RIAN 176 0 M\n", " 176 74693 CELIO 177 0 M\n", " 177 74264 CLAUDINEI 178 0 M\n", " 178 74095 DENILSON 179 0 M\n", " 179 73618 IAGO 180 0 M\n", " 180 73467 EDER 181 0 M\n", " 181 73204 YURI 182 0 M\n", " 182 72715 CHARLES 183 0 M\n", " 183 72507 MARLON 184 0 M\n", " 184 72186 ALISON 185 0 M\n", " 185 71812 JONATAN 186 0 M\n", " 186 71759 ERIC 187 0 M\n", " 187 71566 ELTON 188 0 M\n", " 188 71383 VALDECIR 189 0 M\n", " 189 70454 WESLEI 190 0 M\n", " 190 69835 NATANAEL 191 0 M\n", " 191 69692 ERICK 192 0 M\n", " 192 68920 AGNALDO 193 0 M\n", " 193 68526 KAUAN 194 0 M\n", " 194 67758 ODAIR 195 0 M\n", " 195 67207 WALTER 196 0 M\n", " 196 66669 ARLINDO 197 0 M\n", " 197 65736 MICHAEL 198 0 M\n", " 198 65444 ALVARO 199 0 M\n", " 199 65435 GEOVANE 200 0 M\n", " \n", " [200 rows x 5 columns]]" ] }, "metadata": { "tags": [] }, "execution_count": 5 } ] }, { "metadata": { "id": "swTtxsp3xhmg", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "nomes = pd.concat(frames)['nome'].to_frame()" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "jYI_nw1bx0ZT", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 224 }, "outputId": "d3f48c41-0de1-41ca-db72-178ab1b7fa10" }, "cell_type": "code", "source": [ "nomes.sample(5)" ], "execution_count": 7, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nome
104EVA
92DIOGO
141NEIDE
47LUCIA
196IVONETE
\n", "
" ], "text/plain": [ " nome\n", "104 EVA\n", "92 DIOGO\n", "141 NEIDE\n", "47 LUCIA\n", "196 IVONETE" ] }, "metadata": { "tags": [] }, "execution_count": 7 } ] }, { "metadata": { "id": "NXuU1IUz2jnJ", "colab_type": "text" }, "cell_type": "markdown", "source": [ "# Incluindo ID dos alunos" ] }, { "metadata": { "id": "QsOlbPOH2Sxm", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "import numpy as np\n", "np.random.seed(123)" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "lOKUmPXt2zKe", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "d41717e4-774f-496d-a905-a8ca26898299" }, "cell_type": "code", "source": [ "total_alunos = len(nomes)\n", "total_alunos" ], "execution_count": 9, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "400" ] }, "metadata": { "tags": [] }, "execution_count": 9 } ] }, { "metadata": { "id": "NSZZyQD627Fn", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "nomes[\"id_aluno\"] = np.random.permutation(total_alunos) + 1" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "phR4SHAt3E_3", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 195 }, "outputId": "ae5d034b-5dd0-4a9b-931a-f5985d88936e" }, "cell_type": "code", "source": [ "nomes.sample(5)" ], "execution_count": 11, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nomeid_aluno
188POLIANA369
57DAIANE303
3FRANCISCO382
182CHARLES33
30ANDERSON111
\n", "
" ], "text/plain": [ " nome id_aluno\n", "188 POLIANA 369\n", "57 DAIANE 303\n", "3 FRANCISCO 382\n", "182 CHARLES 33\n", "30 ANDERSON 111" ] }, "metadata": { "tags": [] }, "execution_count": 11 } ] }, { "metadata": { "id": "-GFdbNbI3Gyn", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "dominios = ['@dominiodoemail.com.br', '@servicodoemail.com']\n", "nomes['dominio'] = np.random.choice(dominios, total_alunos)" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "_CCuE4e9355N", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 195 }, "outputId": "f8586cb7-55ea-42df-f105-ad556af61af6" }, "cell_type": "code", "source": [ "nomes.sample(5)" ], "execution_count": 13, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nomeid_alunodominio
84SEVERINO78@dominiodoemail.com.br
0JOSE331@servicodoemail.com
179IAGO340@dominiodoemail.com.br
10SANDRA174@dominiodoemail.com.br
171TERESINHA45@dominiodoemail.com.br
\n", "
" ], "text/plain": [ " nome id_aluno dominio\n", "84 SEVERINO 78 @dominiodoemail.com.br\n", "0 JOSE 331 @servicodoemail.com\n", "179 IAGO 340 @dominiodoemail.com.br\n", "10 SANDRA 174 @dominiodoemail.com.br\n", "171 TERESINHA 45 @dominiodoemail.com.br" ] }, "metadata": { "tags": [] }, "execution_count": 13 } ] }, { "metadata": { "id": "6G24smfL363Q", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "nomes['email'] = nomes.nome.str.cat(nomes.dominio).str.lower()" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "Sn7M84lw4Nil", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 195 }, "outputId": "c608f5e3-5005-4207-c201-2ee21afa5fc5" }, "cell_type": "code", "source": [ "nomes.sample(5)" ], "execution_count": 15, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nomeid_alunodominioemail
114ARTHUR320@dominiodoemail.com.brarthur@dominiodoemail.com.br
57DAIANE303@servicodoemail.comdaiane@servicodoemail.com
85HELENA221@dominiodoemail.com.brhelena@dominiodoemail.com.br
183IRACI8@dominiodoemail.com.briraci@dominiodoemail.com.br
189DALVA137@dominiodoemail.com.brdalva@dominiodoemail.com.br
\n", "
" ], "text/plain": [ " nome id_aluno dominio email\n", "114 ARTHUR 320 @dominiodoemail.com.br arthur@dominiodoemail.com.br\n", "57 DAIANE 303 @servicodoemail.com daiane@servicodoemail.com\n", "85 HELENA 221 @dominiodoemail.com.br helena@dominiodoemail.com.br\n", "183 IRACI 8 @dominiodoemail.com.br iraci@dominiodoemail.com.br\n", "189 DALVA 137 @dominiodoemail.com.br dalva@dominiodoemail.com.br" ] }, "metadata": { "tags": [] }, "execution_count": 15 } ] }, { "metadata": { "id": "rWFG7JlcAEwc", "colab_type": "text" }, "cell_type": "markdown", "source": [ "# Criando a tabela Cursos" ] }, { "metadata": { "id": "6j05EJoi_yXg", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 85 }, "outputId": "a5a83708-c3a7-42b7-8c3d-193b6404feee" }, "cell_type": "code", "source": [ "!pip3 install html5lib\n", "!pip3 install lxml" ], "execution_count": 16, "outputs": [ { "output_type": "stream", "text": [ "Requirement already satisfied: html5lib in /usr/local/lib/python3.6/dist-packages (1.0.1)\n", "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.6/dist-packages (from html5lib) (1.11.0)\n", "Requirement already satisfied: webencodings in /usr/local/lib/python3.6/dist-packages (from html5lib) (0.5.1)\n", "Requirement already satisfied: lxml in /usr/local/lib/python3.6/dist-packages (4.2.5)\n" ], "name": "stdout" } ] }, { "metadata": { "id": "V3QDmWgKAl_O", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "import html5lib" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "enuJcHMuAqER", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 370 }, "outputId": "cbf41552-3019-4eaf-d84c-a10c0f949065" }, "cell_type": "code", "source": [ "url = 'http://tabela-cursos.herokuapp.com/index.html'\n", "cursos = pd.read_html(url)\n", "cursos" ], "execution_count": 20, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[ Nome do curso\n", " 0 Lógica de programação\n", " 1 Java para Web\n", " 2 C# para Web\n", " 3 Ruby on Rails\n", " 4 Cursos de Python\n", " 5 PHP com MySql\n", " 6 .NET para web\n", " 7 Novas integrações com Java\n", " 8 TDD com Java\n", " 9 Código limpo com C#\n", " 10 Preparatório para certificação Java\n", " 11 Hardware básico\n", " 12 Persistência com .NET\n", " 13 Desenvolvendo jogos\n", " 14 Análise de dados\n", " 15 Estatística básica\n", " 16 Internet das coisas\n", " 17 Programação funcional\n", " 18 Boas práticas em Java\n", " 19 Orientação objetos com Java]" ] }, "metadata": { "tags": [] }, "execution_count": 20 } ] }, { "metadata": { "id": "yF95u6gjAz9x", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "6d312ca8-c6a6-4523-b6ba-0cf48bcb32ae" }, "cell_type": "code", "source": [ "type(cursos)" ], "execution_count": 21, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "list" ] }, "metadata": { "tags": [] }, "execution_count": 21 } ] }, { "metadata": { "id": "U9OaBLe1BCnD", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "cursos = cursos[0]" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "Lgs_KUwFBF8G", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "cae0d7c6-0f80-4363-ae05-b5726ccc807b" }, "cell_type": "code", "source": [ "type(cursos)" ], "execution_count": 24, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "pandas.core.frame.DataFrame" ] }, "metadata": { "tags": [] }, "execution_count": 24 } ] }, { "metadata": { "id": "mX4W0KOpBKh1", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 195 }, "outputId": "f12dacb4-fa55-447a-ed2d-ae68f28e0dac" }, "cell_type": "code", "source": [ "cursos.head()" ], "execution_count": 28, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Nome do curso
0Lógica de programação
1Java para Web
2C# para Web
3Ruby on Rails
4Cursos de Python
\n", "
" ], "text/plain": [ " Nome do curso\n", "0 Lógica de programação\n", "1 Java para Web\n", "2 C# para Web\n", "3 Ruby on Rails\n", "4 Cursos de Python" ] }, "metadata": { "tags": [] }, "execution_count": 28 } ] }, { "metadata": { "id": "enq_vtyNCpps", "colab_type": "text" }, "cell_type": "markdown", "source": [ "# Alterando o index de cursos" ] }, { "metadata": { "id": "_koRYbS7BM7d", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "cursos = cursos.rename(columns={'Nome do curso' : 'nome_do_curso'})" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "sFQLU45gC3m0", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 106 }, "outputId": "ce66afbb-fd64-450f-97ce-bb2c23259cce" }, "cell_type": "code", "source": [ "cursos.head(2)" ], "execution_count": 31, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nome_do_curso
0Lógica de programação
1Java para Web
\n", "
" ], "text/plain": [ " nome_do_curso\n", "0 Lógica de programação\n", "1 Java para Web" ] }, "metadata": { "tags": [] }, "execution_count": 31 } ] }, { "metadata": { "id": "1yB5jnREC8rU", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "cursos['id'] = cursos.index + 1" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "wEVs9MzuDGzE", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 204 }, "outputId": "27d63e94-6580-4065-a0a9-97991acbec84" }, "cell_type": "code", "source": [ "cursos.head()" ], "execution_count": 34, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nome_do_cursoid
0Lógica de programação1
1Java para Web2
2C# para Web3
3Ruby on Rails4
4Cursos de Python5
\n", "
" ], "text/plain": [ " nome_do_curso id\n", "0 Lógica de programação 1\n", "1 Java para Web 2\n", "2 C# para Web 3\n", "3 Ruby on Rails 4\n", "4 Cursos de Python 5" ] }, "metadata": { "tags": [] }, "execution_count": 34 } ] }, { "metadata": { "id": "0kJXsjEwDJcM", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "cursos = cursos.set_index('id')" ], "execution_count": 0, "outputs": [] }, { "metadata": { "id": "2C2eR9HwDVvg", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 235 }, "outputId": "abf6ec03-d326-4921-c56b-b9fbfe11fb05" }, "cell_type": "code", "source": [ "cursos.head(5)" ], "execution_count": 38, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
nome_do_curso
id
1Lógica de programação
2Java para Web
3C# para Web
4Ruby on Rails
5Cursos de Python
\n", "
" ], "text/plain": [ " nome_do_curso\n", "id \n", "1 Lógica de programação\n", "2 Java para Web\n", "3 C# para Web\n", "4 Ruby on Rails\n", "5 Cursos de Python" ] }, "metadata": { "tags": [] }, "execution_count": 38 } ] }, { "metadata": { "id": "N_kpGlBJDXNj", "colab_type": "code", "colab": {} }, "cell_type": "code", "source": [ "" ], "execution_count": 0, "outputs": [] } ] }