{"id":23542,"date":"2022-11-26T17:26:38","date_gmt":"2022-11-26T11:56:38","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/"},"modified":"2022-11-26T17:26:38","modified_gmt":"2022-11-26T11:56:38","slug":"solved-select-variable-from-column-in-pandas","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/","title":{"rendered":"[Solved] select variable from column in pandas"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-65455468\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"65455468\" data-parentid=\"65455358\" data-score=\"0\" data-position-on-page=\"1\" data-highest-scored=\"1\" data-question-has-accepted-highest-score=\"1\" itemprop=\"acceptedAnswer\" itemscope itemtype=\"https:\/\/schema.org\/Answer\">\n<div class=\"post-layout\">\n<div class=\"votecell post-layout--left\"><\/div>\n<div class=\"answercell post-layout--right\">\n<div class=\"s-prose js-post-body\" itemprop=\"text\">\n<p>This will give you filtered dataframe with all the columns where Region is <code>Europe<\/code> and <code>Purchased Bike<\/code> is Yes<\/p>\n<pre><code>agestock = pd.DataFrame({\n  'Region': {0: 'Europe', 1: 'Europe', 2: 'Europe', 3: 'APAC', 4: 'US'},  \n  'Age': {0: 36, 1: 43, 2: 48, 3: 33, 4: 43},  \n  'Purchased Bike': {0: 'Yes', 1: 'Yes', 2: 'Yes', 3: 'No', 4: 'Yes'}})\n\nIn [2]: agestock\nOut[2]:\n   Region   Age Purchased Bike\n0  Europe    36            Yes\n1  Europe    43            Yes\n2  Europe    48            Yes\n3    APAC    33             No\n4      US    43            Yes\n\nIn [3]: agestock.query('Region == \"Europe\" and `Purchased Bike` == \"Yes\"')\nOut[3]:\n   Region   Age Purchased Bike\n0  Europe    36            Yes\n1  Europe    43            Yes\n2  Europe    48            Yes\n<\/code><\/pre>\n<p>Alternative approach<\/p>\n<pre><code>In [4]: filter = agestock['Purchased Bike'] == 'Yes'\n\n\nIn [5]: agestock[filter]\nOut[5]:\n   Region   Age Purchased Bike\n0  Europe    36            Yes\n1  Europe    43            Yes\n2  Europe    48            Yes\n4      US    43            Yes\n\nIn [6]: agestock[filter].Region\nOut[6]:\n0    Europe\n1    Europe\n2    Europe\n4        US\nName: Region, dtype: object\n<\/code><\/pre>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">4<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved select variable from column in pandas <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] This will give you filtered dataframe with all the columns where Region is Europe and Purchased Bike is Yes agestock = pd.DataFrame({ &#8216;Region&#8217;: {0: &#8216;Europe&#8217;, 1: &#8216;Europe&#8217;, 2: &#8216;Europe&#8217;, 3: &#8216;APAC&#8217;, 4: &#8216;US&#8217;}, &#8216;Age&#8217;: {0: 36, 1: 43, 2: 48, 3: 33, 4: 43}, &#8216;Purchased Bike&#8217;: {0: &#8216;Yes&#8217;, 1: &#8216;Yes&#8217;, 2: &#8216;Yes&#8217;, 3: &#8216;No&#8217;, &#8230; <a title=\"[Solved] select variable from column in pandas\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\" aria-label=\"More on [Solved] select variable from column in pandas\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[320],"tags":[461,415,349],"class_list":["post-23542","post","type-post","status-publish","format-standard","hentry","category-solved","tag-dataframe","tag-pandas","tag-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] select variable from column in pandas - JassWeb<\/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:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] select variable from column in pandas - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] This will give you filtered dataframe with all the columns where Region is Europe and Purchased Bike is Yes agestock = pd.DataFrame({ &#039;Region&#039;: {0: &#039;Europe&#039;, 1: &#039;Europe&#039;, 2: &#039;Europe&#039;, 3: &#039;APAC&#039;, 4: &#039;US&#039;}, &#039;Age&#039;: {0: 36, 1: 43, 2: 48, 3: 33, 4: 43}, &#039;Purchased Bike&#039;: {0: &#039;Yes&#039;, 1: &#039;Yes&#039;, 2: &#039;Yes&#039;, 3: &#039;No&#039;, ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\" \/>\n<meta property=\"og:site_name\" content=\"JassWeb\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-26T11:56:38+00:00\" \/>\n<meta name=\"author\" content=\"Kirat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kirat\" \/>\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:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\"},\"author\":{\"name\":\"Kirat\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\"},\"headline\":\"[Solved] select variable from column in pandas\",\"datePublished\":\"2022-11-26T11:56:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\"},\"wordCount\":34,\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"keywords\":[\"dataframe\",\"pandas\",\"python\"],\"articleSection\":[\"Solved\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\",\"url\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\",\"name\":\"[Solved] select variable from column in pandas - JassWeb\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#website\"},\"datePublished\":\"2022-11-26T11:56:38+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/jassweb.com\/solved\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"[Solved] select variable from column in pandas\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/jassweb.com\/solved\/#website\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"name\":\"JassWeb\",\"description\":\"Build High-quality Websites\",\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/jassweb.com\/solved\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\",\"name\":\"Jass Web\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"contentUrl\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"width\":693,\"height\":132,\"caption\":\"Jass Web\"},\"image\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\",\"name\":\"Kirat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1776403586\",\"contentUrl\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1776403586\",\"caption\":\"Kirat\"},\"sameAs\":[\"http:\/\/jassweb.com\"],\"url\":\"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"[Solved] select variable from column in pandas - JassWeb","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:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/","og_locale":"en_US","og_type":"article","og_title":"[Solved] select variable from column in pandas - JassWeb","og_description":"[ad_1] This will give you filtered dataframe with all the columns where Region is Europe and Purchased Bike is Yes agestock = pd.DataFrame({ 'Region': {0: 'Europe', 1: 'Europe', 2: 'Europe', 3: 'APAC', 4: 'US'}, 'Age': {0: 36, 1: 43, 2: 48, 3: 33, 4: 43}, 'Purchased Bike': {0: 'Yes', 1: 'Yes', 2: 'Yes', 3: 'No', ... Read more","og_url":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/","og_site_name":"JassWeb","article_published_time":"2022-11-26T11:56:38+00:00","author":"Kirat","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kirat","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#article","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/"},"author":{"name":"Kirat","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31"},"headline":"[Solved] select variable from column in pandas","datePublished":"2022-11-26T11:56:38+00:00","mainEntityOfPage":{"@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/"},"wordCount":34,"publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"keywords":["dataframe","pandas","python"],"articleSection":["Solved"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/","url":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/","name":"[Solved] select variable from column in pandas - JassWeb","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/#website"},"datePublished":"2022-11-26T11:56:38+00:00","breadcrumb":{"@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/jassweb.com\/solved\/solved-select-variable-from-column-in-pandas\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/jassweb.com\/solved\/"},{"@type":"ListItem","position":2,"name":"[Solved] select variable from column in pandas"}]},{"@type":"WebSite","@id":"https:\/\/jassweb.com\/solved\/#website","url":"https:\/\/jassweb.com\/solved\/","name":"JassWeb","description":"Build High-quality Websites","publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/jassweb.com\/solved\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/jassweb.com\/solved\/#organization","name":"Jass Web","url":"https:\/\/jassweb.com\/solved\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/","url":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","contentUrl":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","width":693,"height":132,"caption":"Jass Web"},"image":{"@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31","name":"Kirat","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/","url":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1776403586","contentUrl":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1776403586","caption":"Kirat"},"sameAs":["http:\/\/jassweb.com"],"url":"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/"}]}},"_links":{"self":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/23542","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/comments?post=23542"}],"version-history":[{"count":0,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/23542\/revisions"}],"wp:attachment":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/media?parent=23542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/categories?post=23542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/tags?post=23542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}