{"id":8660,"date":"2022-09-14T20:28:52","date_gmt":"2022-09-14T14:58:52","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/"},"modified":"2022-09-14T20:28:52","modified_gmt":"2022-09-14T14:58:52","slug":"solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/","title":{"rendered":"[Solved] How to merge two CSV files by Python based on the common information in both files?"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-33131972\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"33131972\" data-parentid=\"33125460\" 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>The following script will create <code>result.csv<\/code> based on your original sample data (see past edits to question):<\/p>\n<pre><code>import csv\nfrom collections import defaultdict\n\nd_entries = defaultdict(list)\n\nwith open('fileTwo.csv', 'r') as f_fileTwo:\n    csv_fileTwo = csv.reader(f_fileTwo)\n    header_fileTwo = next(csv_fileTwo)\n    for cols in csv_fileTwo:\n        d_entries[(cols[0], cols[1])].append([cols[0], ''] + cols[1:])\n\nwith open('fileOne.csv', 'r') as f_fileOne, open('result.csv', 'w', newline=\"\") as f_result:\n    csv_fileOne = csv.reader(f_fileOne)\n    csv_result = csv.writer(f_result)\n    header_fileOne = next(csv_fileOne)\n    csv_result.writerow(header_fileOne)\n\n    for cols in csv_fileOne:\n        if (cols[0], cols[2]) in d_entries:\n            csv_result.writerow(cols)\n            csv_result.writerows(d_entries.pop((cols[0], cols[2])))\n<\/code><\/pre>\n<p><code>result.csv<\/code> will then contain the following data when opened in Excel:<\/p>\n<p><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/jassweb.com\/solved\/wp-content\/uploads\/2022\/09\/Solved-How-to-merge-two-CSV-files-by-Python-based.png\"><img decoding=\"async\" src=\"https:\/\/jassweb.com\/solved\/wp-content\/uploads\/2022\/09\/Solved-How-to-merge-two-CSV-files-by-Python-based.png\" alt=\"enter image description here\"><\/a><\/p>\n<p>Tested in Python 3.4.3<\/p>\n<p>To only match on the <code>adv_id<\/code> columns and to have all entries:<\/p>\n<pre><code>import csv\nfrom collections import defaultdict\n\nd_entries = defaultdict(list)\n\nwith open('fileTwo.csv', 'r') as f_fileTwo:\n    csv_fileTwo = csv.reader(f_fileTwo)\n    header_fileTwo = next(csv_fileTwo)\n    for cols in csv_fileTwo:\n        d_entries[cols[0]].append([cols[0], ''] + cols[1:])\n\nwith open('fileOne.csv', 'r') as f_fileOne, open('result.csv', 'w', newline=\"\") as f_result:\n    csv_fileOne = csv.reader(f_fileOne)\n    csv_result = csv.writer(f_result)\n    header_fileOne = next(csv_fileOne)\n    csv_result.writerow(header_fileOne)\n\n    for cols in csv_fileOne:\n        if cols[0] in d_entries:\n            csv_result.writerows(d_entries.pop(cols[0]))\n        csv_result.writerow(cols)\n<\/code><\/pre>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">19<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved How to merge two CSV files by Python based on the common information in both files? <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] The following script will create result.csv based on your original sample data (see past edits to question): import csv from collections import defaultdict d_entries = defaultdict(list) with open(&#8216;fileTwo.csv&#8217;, &#8216;r&#8217;) as f_fileTwo: csv_fileTwo = csv.reader(f_fileTwo) header_fileTwo = next(csv_fileTwo) for cols in csv_fileTwo: d_entries[(cols[0], cols[1])].append([cols[0], &#8221;] + cols[1:]) with open(&#8216;fileOne.csv&#8217;, &#8216;r&#8217;) as f_fileOne, open(&#8216;result.csv&#8217;, &#8216;w&#8217;, newline=&#8221;&#8221;) &#8230; <a title=\"[Solved] How to merge two CSV files by Python based on the common information in both files?\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\" aria-label=\"More on [Solved] How to merge two CSV files by Python based on the common information in both files?\">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":[483,460,349],"class_list":["post-8660","post","type-post","status-publish","format-standard","hentry","category-solved","tag-csv","tag-merge","tag-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] How to merge two CSV files by Python based on the common information in both files? - 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-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] How to merge two CSV files by Python based on the common information in both files? - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] The following script will create result.csv based on your original sample data (see past edits to question): import csv from collections import defaultdict d_entries = defaultdict(list) with open(&#039;fileTwo.csv&#039;, &#039;r&#039;) as f_fileTwo: csv_fileTwo = csv.reader(f_fileTwo) header_fileTwo = next(csv_fileTwo) for cols in csv_fileTwo: d_entries[(cols[0], cols[1])].append([cols[0], &#039;&#039;] + cols[1:]) with open(&#039;fileOne.csv&#039;, &#039;r&#039;) as f_fileOne, open(&#039;result.csv&#039;, &#039;w&#039;, newline=&quot;&quot;) ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\" \/>\n<meta property=\"og:site_name\" content=\"JassWeb\" \/>\n<meta property=\"article:published_time\" content=\"2022-09-14T14:58:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/jassweb.com\/solved\/wp-content\/uploads\/2022\/09\/Solved-How-to-merge-two-CSV-files-by-Python-based.png\" \/>\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-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\"},\"author\":{\"name\":\"Kirat\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\"},\"headline\":\"[Solved] How to merge two CSV files by Python based on the common information in both files?\",\"datePublished\":\"2022-09-14T14:58:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\"},\"wordCount\":76,\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"image\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/jassweb.com\/solved\/wp-content\/uploads\/2022\/09\/Solved-How-to-merge-two-CSV-files-by-Python-based.png\",\"keywords\":[\"csv\",\"merge\",\"python\"],\"articleSection\":[\"Solved\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\",\"url\":\"https:\/\/jassweb.com\/solved\/solved-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/\",\"name\":\"[Solved] How to merge two CSV files by Python based on the common information in both files? 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- 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-how-to-merge-two-csv-files-by-python-based-on-the-common-information-in-both-files\/","og_locale":"en_US","og_type":"article","og_title":"[Solved] How to merge two CSV files by Python based on the common information in both files? - JassWeb","og_description":"[ad_1] The following script will create result.csv based on your original sample data (see past edits to question): import csv from collections import defaultdict d_entries = defaultdict(list) with open('fileTwo.csv', 'r') as f_fileTwo: csv_fileTwo = csv.reader(f_fileTwo) header_fileTwo = next(csv_fileTwo) for cols in csv_fileTwo: d_entries[(cols[0], cols[1])].append([cols[0], ''] + cols[1:]) with open('fileOne.csv', 'r') as f_fileOne, open('result.csv', 'w', newline=\"\") ... 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