{"id":40173,"date":"2026-04-04T20:30:36","date_gmt":"2026-04-04T18:30:36","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-big-tech-quarterly-capex-to-revenue-ratio-2015-2026-210-observations-from-sec-edgar-csv-python-script\/"},"modified":"2026-04-04T20:30:36","modified_gmt":"2026-04-04T18:30:36","slug":"self-promotion-big-tech-quarterly-capex-to-revenue-ratio-2015-2026-210-observations-from-sec-edgar-csv-python-script","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-big-tech-quarterly-capex-to-revenue-ratio-2015-2026-210-observations-from-sec-edgar-csv-python-script\/","title":{"rendered":"[self-promotion] Big Tech Quarterly CapEx-to-Revenue Ratio (2015\u20132026) \u2014 210 Observations From SEC EDGAR, CSV + Python Script"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Dataset covering quarterly capital expenditures as a percentage of revenue for AAPL, MSFT, GOOGL, AMZN, META, NVDA.<\/p>\n<p>Extracted from SEC EDGAR XBRL API (10-K\/10-Q cash flow statements). The tricky part was decomposing YTD cumulative figures into individual quarters.<\/p>\n<p>CSV + Python extraction script: <a href=\"https:\/\/github.com\/eco3min\/sec-capex-tracker\">https:\/\/github.com\/eco3min\/sec-capex-tracker<\/a><\/p>\n<p>Interactive chart + full methodology: <a href=\"https:\/\/eco3min.fr\/en\/big-tech-capex-revenue-ratio-quarterly-dataset\/\">https:\/\/eco3min.fr\/en\/big-tech-capex-revenue-ratio-quarterly-dataset\/<\/a><\/p>\n<p>Columns: ticker, company, calendar_year, calendar_quarter, quarter_end_date, revenue_usd_millions, capex_usd_millions, capex_to_revenue_pct<\/p>\n<p>License: MIT (code) \/ CC BY 4.0 (data)<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Low_Ability4450\"> \/u\/Low_Ability4450 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1scgsjv\/selfpromotion_big_tech_quarterly_capextorevenue\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1scgsjv\/selfpromotion_big_tech_quarterly_capextorevenue\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-40173 jlk' href='javascript:void(0)' data-task='like' data-post_id='40173' data-nonce='9941108d62' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-40173 lc'>0<\/span><\/a><\/div><\/div> <div class='status-40173 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Dataset covering quarterly capital expenditures as a percentage of revenue for AAPL, MSFT, GOOGL, AMZN, META, NVDA&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-40173","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40173","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=40173"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40173\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=40173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=40173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=40173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}