{"id":25358,"date":"2024-03-16T04:47:50","date_gmt":"2024-03-16T04:47:50","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/"},"modified":"2024-03-22T05:58:53","modified_gmt":"2024-03-22T05:58:53","slug":"how-can-you-view-the-data-types-of-each-column-in-python","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/","title":{"rendered":"How can you view the data types of each column in Python?"},"content":{"rendered":"<p>In Python, you can use the &#8220;dtypes&#8221; attribute in the pandas library to view the data types of each column. The specific steps are as follows:<\/p>\n<ol>\n<li>bears<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\r\n<\/code><\/pre>\n<ol>\n<li>Create a DataFrame.<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>data = {<span class=\"hljs-string\">'A'<\/span>: [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>],\r\n        <span class=\"hljs-string\">'B'<\/span>: [<span class=\"hljs-number\">4.5<\/span>, <span class=\"hljs-number\">5.6<\/span>, <span class=\"hljs-number\">6.7<\/span>],\r\n        <span class=\"hljs-string\">'C'<\/span>: [<span class=\"hljs-string\">'x'<\/span>, <span class=\"hljs-string\">'y'<\/span>, <span class=\"hljs-string\">'z'<\/span>]}\r\ndf = pd.DataFrame(data)\r\n<\/code><\/pre>\n<ol>\n<li>data types<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-built_in\">print<\/span>(df.dtypes)\r\n<\/code><\/pre>\n<p>The output will display the data types of each column, such as:<\/p>\n<pre class=\"post-pre\"><code>A      int64\r\nB    float64\r\nC     object\r\ndtype: object\r\n<\/code><\/pre>\n<p>In the examples provided, column &#8220;A&#8221; is of data type int64, column &#8220;B&#8221; is of data type float64, and column &#8220;C&#8221; is of data type object (string).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Python, you can use the &#8220;dtypes&#8221; attribute in the pandas library to view the data types of each column. The specific steps are as follows: bears import pandas as pd Create a DataFrame. data = {&#8216;A&#8217;: [1, 2, 3], &#8216;B&#8217;: [4.5, 5.6, 6.7], &#8216;C&#8217;: [&#8216;x&#8217;, &#8216;y&#8217;, &#8216;z&#8217;]} df = pd.DataFrame(data) data types print(df.dtypes) The [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-25358","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How can you view the data types of each column in Python? - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How can you view the data types of each column in Python?\" \/>\n<meta property=\"og:description\" content=\"In Python, you can use the &#8220;dtypes&#8221; attribute in the pandas library to view the data types of each column. The specific steps are as follows: bears import pandas as pd Create a DataFrame. data = {&#039;A&#039;: [1, 2, 3], &#039;B&#039;: [4.5, 5.6, 6.7], &#039;C&#039;: [&#039;x&#039;, &#039;y&#039;, &#039;z&#039;]} df = pd.DataFrame(data) data types print(df.dtypes) The [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-16T04:47:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-22T05:58:53+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Taylor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Taylor\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\"},\"author\":{\"name\":\"Benjamin Taylor\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9\"},\"headline\":\"How can you view the data types of each column in Python?\",\"datePublished\":\"2024-03-16T04:47:50+00:00\",\"dateModified\":\"2024-03-22T05:58:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\"},\"wordCount\":83,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/\",\"name\":\"How can you view the data types of each column in Python? 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- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/","og_locale":"en_US","og_type":"article","og_title":"How can you view the data types of each column in Python?","og_description":"In Python, you can use the &#8220;dtypes&#8221; attribute in the pandas library to view the data types of each column. The specific steps are as follows: bears import pandas as pd Create a DataFrame. data = {'A': [1, 2, 3], 'B': [4.5, 5.6, 6.7], 'C': ['x', 'y', 'z']} df = pd.DataFrame(data) data types print(df.dtypes) The [&hellip;]","og_url":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/","og_site_name":"Blog - Silicon Cloud","article_publisher":"https:\/\/www.facebook.com\/SiliCloudGlobal\/","article_published_time":"2024-03-16T04:47:50+00:00","article_modified_time":"2024-03-22T05:58:53+00:00","author":"Benjamin Taylor","twitter_card":"summary_large_image","twitter_creator":"@SiliCloudGlobal","twitter_site":"@SiliCloudGlobal","twitter_misc":{"Written by":"Benjamin Taylor"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/#article","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/"},"author":{"name":"Benjamin Taylor","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9"},"headline":"How can you view the data types of each column in Python?","datePublished":"2024-03-16T04:47:50+00:00","dateModified":"2024-03-22T05:58:53+00:00","mainEntityOfPage":{"@id":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/"},"wordCount":83,"commentCount":0,"publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/","url":"https:\/\/www.silicloud.com\/blog\/how-can-you-view-the-data-types-of-each-column-in-python\/","name":"How can you view the data types of each column in Python? 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