{"id":27405,"date":"2024-03-16T08:25:36","date_gmt":"2024-03-16T08:25:36","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/"},"modified":"2024-03-22T10:57:31","modified_gmt":"2024-03-22T10:57:31","slug":"how-to-delete-certain-rows-in-a-pandas-table","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/","title":{"rendered":"How to delete certain rows in a pandas table?"},"content":{"rendered":"<p>To delete certain rows from a table, you can use the drop() function.<\/p>\n<p>Here are some sample codes:<\/p>\n<ol>\n<li>Delete a single line.<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>df.drop(index=<span class=\"hljs-number\">3<\/span>, inplace=<span class=\"hljs-literal\">True<\/span>)\r\n<\/code><\/pre>\n<p>This will remove the row with index 3. Setting inplace=True means that the modification will be made on the original DataFrame.<\/p>\n<ol>\n<li>Delete multiple lines:<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>df.drop(index=[<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">6<\/span>], inplace=<span class=\"hljs-literal\">True<\/span>)\r\n<\/code><\/pre>\n<p>This will remove the rows with indexes 2, 4, and 6.<\/p>\n<ol>\n<li>Delete rows based on conditions.<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>df.drop(df[df[<span class=\"hljs-string\">'column_name'<\/span>] &gt; <span class=\"hljs-number\">10<\/span>].index, inplace=<span class=\"hljs-literal\">True<\/span>)\r\n<\/code><\/pre>\n<p>This will remove all rows in the column named &#8220;column_name&#8221; with values greater than 10.<\/p>\n<p>Note that the drop() function by default returns a new DataFrame, to modify the original DataFrame, you need to set the inplace=True parameter.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To delete certain rows from a table, you can use the drop() function. Here are some sample codes: Delete a single line. df.drop(index=3, inplace=True) This will remove the row with index 3. Setting inplace=True means that the modification will be made on the original DataFrame. Delete multiple lines: df.drop(index=[2, 4, 6], inplace=True) This will remove [&hellip;]<\/p>\n","protected":false},"author":7,"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-27405","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 to delete certain rows in a pandas table? - 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-to-delete-certain-rows-in-a-pandas-table\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to delete certain rows in a pandas table?\" \/>\n<meta property=\"og:description\" content=\"To delete certain rows from a table, you can use the drop() function. Here are some sample codes: Delete a single line. df.drop(index=3, inplace=True) This will remove the row with index 3. Setting inplace=True means that the modification will be made on the original DataFrame. Delete multiple lines: df.drop(index=[2, 4, 6], inplace=True) This will remove [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\" \/>\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=\"2024-03-16T08:25:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-22T10:57:31+00:00\" \/>\n<meta name=\"author\" content=\"Sophia Anderson\" \/>\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=\"Sophia Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\"},\"author\":{\"name\":\"Sophia Anderson\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/19a24313de9c988db3d69226b4a40a30\"},\"headline\":\"How to delete certain rows in a pandas table?\",\"datePublished\":\"2024-03-16T08:25:36+00:00\",\"dateModified\":\"2024-03-22T10:57:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\"},\"wordCount\":107,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\",\"name\":\"How to delete certain rows in a pandas table? - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#website\"},\"datePublished\":\"2024-03-16T08:25:36+00:00\",\"dateModified\":\"2024-03-22T10:57:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.silicloud.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to delete certain rows in a pandas table?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/blog\/\",\"name\":\"Silicon Cloud Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\",\"name\":\"Silicon Cloud Blog\",\"url\":\"https:\/\/www.silicloud.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png\",\"contentUrl\":\"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png\",\"width\":1024,\"height\":1024,\"caption\":\"Silicon Cloud Blog\"},\"image\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\",\"https:\/\/twitter.com\/SiliCloudGlobal\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/19a24313de9c988db3d69226b4a40a30\",\"name\":\"Sophia Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c726c09aa40e37115fb5c62d0c3ed62c16ca255d3763e2e3ae83a70ddf8c2175?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c726c09aa40e37115fb5c62d0c3ed62c16ca255d3763e2e3ae83a70ddf8c2175?s=96&d=mm&r=g\",\"caption\":\"Sophia Anderson\"},\"url\":\"https:\/\/www.silicloud.com\/blog\/author\/sophiaanderson\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to delete certain rows in a pandas table? - 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-to-delete-certain-rows-in-a-pandas-table\/","og_locale":"en_US","og_type":"article","og_title":"How to delete certain rows in a pandas table?","og_description":"To delete certain rows from a table, you can use the drop() function. Here are some sample codes: Delete a single line. df.drop(index=3, inplace=True) This will remove the row with index 3. Setting inplace=True means that the modification will be made on the original DataFrame. Delete multiple lines: df.drop(index=[2, 4, 6], inplace=True) This will remove [&hellip;]","og_url":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/","og_site_name":"Blog - Silicon Cloud","article_publisher":"https:\/\/www.facebook.com\/SiliCloudGlobal\/","article_published_time":"2024-03-16T08:25:36+00:00","article_modified_time":"2024-03-22T10:57:31+00:00","author":"Sophia Anderson","twitter_card":"summary_large_image","twitter_creator":"@SiliCloudGlobal","twitter_site":"@SiliCloudGlobal","twitter_misc":{"Written by":"Sophia Anderson","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#article","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/"},"author":{"name":"Sophia Anderson","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/19a24313de9c988db3d69226b4a40a30"},"headline":"How to delete certain rows in a pandas table?","datePublished":"2024-03-16T08:25:36+00:00","dateModified":"2024-03-22T10:57:31+00:00","mainEntityOfPage":{"@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/"},"wordCount":107,"commentCount":0,"publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/","url":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/","name":"How to delete certain rows in a pandas table? - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/#website"},"datePublished":"2024-03-16T08:25:36+00:00","dateModified":"2024-03-22T10:57:31+00:00","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/blog\/how-to-delete-certain-rows-in-a-pandas-table\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.silicloud.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How to delete certain rows in a pandas table?"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/blog\/#website","url":"https:\/\/www.silicloud.com\/blog\/","name":"Silicon Cloud Blog","description":"","publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.silicloud.com\/blog\/#organization","name":"Silicon Cloud Blog","url":"https:\/\/www.silicloud.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png","contentUrl":"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png","width":1024,"height":1024,"caption":"Silicon Cloud Blog"},"image":{"@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SiliCloudGlobal\/","https:\/\/twitter.com\/SiliCloudGlobal"]},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/19a24313de9c988db3d69226b4a40a30","name":"Sophia Anderson","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c726c09aa40e37115fb5c62d0c3ed62c16ca255d3763e2e3ae83a70ddf8c2175?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c726c09aa40e37115fb5c62d0c3ed62c16ca255d3763e2e3ae83a70ddf8c2175?s=96&d=mm&r=g","caption":"Sophia Anderson"},"url":"https:\/\/www.silicloud.com\/blog\/author\/sophiaanderson\/"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/27405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/comments?post=27405"}],"version-history":[{"count":1,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/27405\/revisions"}],"predecessor-version":[{"id":61635,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/27405\/revisions\/61635"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/media?parent=27405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/categories?post=27405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/tags?post=27405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}