{"id":110,"date":"2023-08-12T20:50:23","date_gmt":"2023-08-12T23:50:23","guid":{"rendered":"https:\/\/urutaudev.com.br\/?p=110"},"modified":"2024-01-23T22:53:52","modified_gmt":"2024-01-24T01:53:52","slug":"como-gerar-graficos-com-pandas-e-matplotlib","status":"publish","type":"post","link":"https:\/\/urutaudev.com.br\/index.php\/2023\/08\/12\/como-gerar-graficos-com-pandas-e-matplotlib\/","title":{"rendered":"Como gerar gr\u00e1fico com pandas"},"content":{"rendered":"<h2>Neste tutorial veremos como gerar um simples gr\u00e1fico utilizando o pandas e o matplotlib.<\/h2>\n<hr \/>\n<h2>Introdu\u00e7\u00e3o<\/h2>\n<p>Este ser\u00e1 um breve tutorial mostrando uma forma simples e pr\u00e1tica de como gerar gr\u00e1fico com pandas no python, usando para isso a biblioteca (matplotlib) para gerar e exibir o gr\u00e1fico.<\/p>\n<p>&nbsp;<\/p>\n<h2>O que \u00e9 o Python?<\/h2>\n<p>&nbsp;<\/p>\n<p>O Python \u00e9 uma linguagem de programa\u00e7\u00e3o de alto n\u00edvel, interpretada, orientada a objetos, funcional, e possui uma tipagem tanto din\u00e2mica quanto forte. O Python foi lan\u00e7ada em 1991 e seu criador foi Guido Van Rossum.<\/p>\n<p>&nbsp;<\/p>\n<h2>O que \u00e9 o Pandas?<\/h2>\n<p>&nbsp;<\/p>\n<p>O Pandas \u00e9 uma biblioteca da linguagem Python, com intuito de facilitar a manipula\u00e7\u00e3o e an\u00e1lise de dados.<\/p>\n<p>&nbsp;<\/p>\n<h2>O que \u00e9 o Matplotlib?<\/h2>\n<p>&nbsp;<\/p>\n<p>O Matplotlib \u00e9 uma biblioteca muito utilizada para cria\u00e7\u00e3o de gr\u00e1ficos e visualiza\u00e7\u00f5es de dados.<\/p>\n<p>&nbsp;<\/p>\n<h2>Requisitos para execu\u00e7\u00e3o deste tutorial:<\/h2>\n<p>&nbsp;<\/p>\n<ul>\n<li>Python 3.x;<\/li>\n<li>Pandas;<\/li>\n<li>Matplotlib;<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Como gerar gr\u00e1ficos utilizando o pandas e o matplotlib<\/h3>\n<h6><\/h6>\n<p>Antes de iniciar a codifica\u00e7\u00e3o precisamos ter a lib do\u00a0<code><b>Pandas<\/b><\/code>\u00a0e do\u00a0<code><b>Matplotlib<\/b><\/code>\u00a0instaladas. Para instalar basta digitar os comandos abaixo no terminal:<\/p>\n<p>&nbsp;<\/p>\n<pre><code>pip install pandas\r\npip install matplotlib            <\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>Pronto com as libs instaladas, vamos para o c\u00f3digo, vamos importa as libs para utilizar no c\u00f3digo:<\/p>\n<p>&nbsp;<\/p>\n<pre><code>import pandas as pd\r\nimport matplotlib.pyplot as plt            <\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>Depois colocamos os dados em um dataframe:<\/p>\n<p>&nbsp;<\/p>\n<pre><code>df = pd.DataFrame({'mesAno': ['Jan\/22', 'Fev\/22','Mar\/22','Abr\/22', 'Mai\/22', 'Jun\/22'],\r\n                    'acessos': [2005, 1589, 2123, 2193, 1235, 2410]})\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>Agora vamos configurar a exibi\u00e7\u00e3o do gr\u00e1fico utilizando para isso a fun\u00e7\u00e3o\u00a0<code><b>plot()<\/b><\/code>\u00a0, conforme mostrado abaixo:<\/p>\n<p>&nbsp;<\/p>\n<pre><code>df.plot(kind='bar', x='mesAno', y='acessos',  title='Total de Acessos Mensal', rot=0)   \r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>Pronto com as informa\u00e7\u00f5es do gr\u00e1fico configuradas, podemos exibi-lo, para isso basta executar o c\u00f3digo abaixo:<\/p>\n<pre><code>plt.show()  \r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>Ao executar o c\u00f3digo acima, ser\u00e1 gerado o gr\u00e1fico da figura abaixo:<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<figure id=\"attachment_257\" aria-describedby=\"caption-attachment-257\" style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-257\" src=\"https:\/\/urutaudev.com.br\/wp-content\/uploads\/2023\/08\/grafico-pandas-matplotlib-1-300x260.png\" alt=\"grafico-pandas-matplotlib.png\" width=\"300\" height=\"260\" srcset=\"https:\/\/urutaudev.com.br\/wp-content\/uploads\/2023\/08\/grafico-pandas-matplotlib-1-300x260.png 300w, https:\/\/urutaudev.com.br\/wp-content\/uploads\/2023\/08\/grafico-pandas-matplotlib-1.png 650w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-257\" class=\"wp-caption-text\">grafico-pandas-matplotlib-1.png<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>Descri\u00e7\u00e3o dos par\u00e2metros da fun\u00e7\u00e3o\u00a0<code><b>plot()<\/b><\/code>:<\/p>\n<ul>\n<li><b>kind:\u00a0<\/b>Serve para informa o tipo de gr\u00e1fico que ser\u00e1 gerado;<\/li>\n<li><b>x:\u00a0<\/b>Serve para informa os valores que ser\u00e3o impressos no eixo(x) do gr\u00e1fico;<\/li>\n<li><b>y:\u00a0<\/b>Serve para informa os valores que ser\u00e3o impressos no eixo(y) do gr\u00e1fico;;<\/li>\n<li><b>title:\u00a0<\/b>Serve para informa o t\u00edtulo que ser\u00e1 impresso no gr\u00e1fico;<\/li>\n<li><b>rot:\u00a0<\/b>Serve para informa como a label do eixo(x) ser\u00e1 impressa no gr\u00e1fico, se na vertical ou na horizontal;<\/li>\n<\/ul>\n<p>Segue abaixo o link da documenta\u00e7\u00e3o do pandas caso necessite verificar outros tipos de gr\u00e1ficos que podem ser gerados:<\/p>\n<p>&nbsp;<\/p>\n<h2>C\u00f3digo fonte do tutorial:<\/h2>\n<p><a href=\"https:\/\/github.com\/JrDevCJ\/tutorial-pyhton\/blob\/main\/pandas\/gerarGraficoPandas.py\" target=\"_blank\" rel=\"noopener\">C\u00f3digo Fonte<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Refer\u00eancias:<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.python.org\/\">Python Docs<\/a><\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.DataFrame.plot.html\">Pandas Docs Plot<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Neste tutorial veremos como gerar um simples gr\u00e1fico utilizando o pandas e o matplotlib. Introdu\u00e7\u00e3o Este ser\u00e1 um breve tutorial<\/p>\n","protected":false},"author":1,"featured_media":111,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[16],"tags":[61,62,60,34,33,18],"class_list":["post-110","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","tag-gerar-grafico","tag-grafico","tag-matplotlib","tag-pandas","tag-python","tag-tutorias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Como gerar gr\u00e1fico com pandas - UrutauDev<\/title>\n<meta name=\"description\" content=\"Neste tutorial veremos um forma simples e pr\u00e1tica de como gerar gr\u00e1fico utilizando o pandas e o matplotlib no python.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/urutaudev.com.br\/index.php\/2023\/08\/12\/como-gerar-graficos-com-pandas-e-matplotlib\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como gerar gr\u00e1fico com pandas - UrutauDev\" \/>\n<meta property=\"og:description\" content=\"Neste tutorial veremos um forma simples e pr\u00e1tica de como gerar gr\u00e1fico utilizando o pandas e o matplotlib no python.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/urutaudev.com.br\/index.php\/2023\/08\/12\/como-gerar-graficos-com-pandas-e-matplotlib\/\" \/>\n<meta property=\"og:site_name\" content=\"UrutauDev\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-12T23:50:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-24T01:53:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/urutaudev.com.br\/wp-content\/uploads\/2023\/08\/python-pandas-matplotlib.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"404\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"C. 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