{"id":9979,"date":"2022-09-21T16:41:30","date_gmt":"2022-09-21T11:11:30","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-how-do-i-convert-a-web-scraped-table-into-a-csv\/"},"modified":"2022-09-21T16:41:30","modified_gmt":"2022-09-21T11:11:30","slug":"solved-how-do-i-convert-a-web-scraped-table-into-a-csv","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-how-do-i-convert-a-web-scraped-table-into-a-csv\/","title":{"rendered":"[Solved] How do I convert a web-scraped table into a csv?"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-59797666\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"59797666\" data-parentid=\"59796537\" 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>You Can use pd.read_html for this.  <\/p>\n<pre><code>import pandas as pd\n\nData = pd.read_html(r'https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/')\nfor data in Data:\n    data.to_csv('Data.csv', ',')\n<\/code><\/pre>\n<hr>\n<p>2.Using Bs4<\/p>\n<pre><code>import pandas as pd\nfrom bs4 import BeautifulSoup\nimport requests\n\nURL = r'https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/'\nprint('\\n&gt;&gt; Exctracting Data using Beautiful Soup for :'+ URL)\n\ntry:\n    res = requests.get(URL)\nexcept Exception as e:\n    print(repr(e))\n\nprint('\\n&lt;&gt; URL present status Code=\",(res.status_code))\nsoup = BeautifulSoup(res.text,\"lxml\")\ntable = soup.find(\"table')\n\nlist_of_rows = []\nfor row in table.findAll('tr'):\n    list_of_cells = []\n    for cell in row.findAll([\"td\"]):\n        text = cell.text\n        list_of_cells.append(text)\n    list_of_rows.append(list_of_cells)\n\nfor item in list_of_rows:\n    ' '.join(item)\n\nData = pd.DataFrame(list_of_rows)\nData.dropna(axis = 0, how = 'all',inplace = True)\nprint(Data.head(10))\n\nData.to_csv('Table.csv')\n<\/code><\/pre>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">2<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved How do I convert a web-scraped table into a csv? <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] You Can use pd.read_html for this. import pandas as pd Data = pd.read_html(r&#8217;https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/&#8217;) for data in Data: data.to_csv(&#8216;Data.csv&#8217;, &#8216;,&#8217;) 2.Using Bs4 import pandas as pd from bs4 import BeautifulSoup import requests URL = r&#8217;https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/&#8217; print(&#8216;\\n&gt;&gt; Exctracting Data using Beautiful Soup for :&#8217;+ URL) try: res = requests.get(URL) except Exception as e: print(repr(e)) print(&#8216;\\n&lt;&gt; URL &#8230; <a title=\"[Solved] How do I convert a web-scraped table into a csv?\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-how-do-i-convert-a-web-scraped-table-into-a-csv\/\" aria-label=\"More on [Solved] How do I convert a web-scraped table into a csv?\">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":[622,346,349,760],"class_list":["post-9979","post","type-post","status-publish","format-standard","hentry","category-solved","tag-beautifulsoup","tag-html","tag-python","tag-web-scraping"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[Solved] How do I convert a web-scraped table into a csv? - 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-do-i-convert-a-web-scraped-table-into-a-csv\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] How do I convert a web-scraped table into a csv? - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] You Can use pd.read_html for this. import pandas as pd Data = pd.read_html(r&#039;https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/&#039;) for data in Data: data.to_csv(&#039;Data.csv&#039;, &#039;,&#039;) 2.Using Bs4 import pandas as pd from bs4 import BeautifulSoup import requests URL = r&#039;https:\/\/www.boxofficemojo.com\/chart\/top_lifetime_gross\/&#039; print(&#039;n&gt;&gt; Exctracting Data using Beautiful Soup for :&#039;+ URL) try: res = requests.get(URL) except Exception as e: print(repr(e)) print(&#039;n&lt;&gt; URL ... 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