{"id":40447,"date":"2026-04-16T16:42:59","date_gmt":"2026-04-16T14:42:59","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/full-historical-and-real-time-bluesky-dataset-in-bigquery-paid\/"},"modified":"2026-04-16T16:42:59","modified_gmt":"2026-04-16T14:42:59","slug":"full-historical-and-real-time-bluesky-dataset-in-bigquery-paid","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/full-historical-and-real-time-bluesky-dataset-in-bigquery-paid\/","title":{"rendered":"Full Historical And Real-Time BlueSky Dataset In BigQuery [PAID]"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I&#8217;ve been maintaining a comprehensive Bluesky dataset in BigQuery and am looking to license access to cover infrastructure costs on a hobby basis. Due to the nature of Bluesky and the underlying ATProto, this includes all posts, follows, likes, etc.<\/p>\n<p>Unfortunately, it&#8217;s gotten expensive, and I&#8217;m going to have to shut it down if I can&#8217;t find a way to reduce the cost. <\/p>\n<p><strong>What&#8217;s available:<\/strong> &#8211; ~11.4 billion raw events &#8211; Full historical coverage from Bluesky&#8217;s launch, backfilled from ATProto CAR file repositories and normalized into a single unified schema &#8211; Ongoing live stream via Jetstream &#8211; Raw CAR backfill table also available separately if useful &#8211; BigQuery-native access \u2014 no ETL on your end<\/p>\n<p><strong>Unpacked tables include:<\/strong> &#8211; Posts (with hashtags, links, mentions) &#8211; Likes, reposts, follows, blocks &#8211; Deletes &#8211; Profile updates &#8211; Follower\/friend graph materialized views<\/p>\n<p><strong>Who this might be useful for:<\/strong> &#8211; Researchers studying decentralized social networks, post-Twitter migration, or online discourse &#8211; Media intelligence \/ social listening products &#8211; ATProto developers who want query access to the full event history<\/p>\n<p>Since this is in BigQuery, you can do joins, which leads to all kinds of fun queries like &#8220;Give me all the accounts most overfollowed by the unique followers reached by posts mentioning &#8220;Chartreuse Goose&#8221; for all time.&#8221; A query like that would run in 15-30sec.<\/p>\n<p>Also 100% open to releasing to the community if we can find a way to pay for it.<\/p>\n<p>Anyone interested? Not trying to turn a profit here &#8212; just trying to keep a resource online. (Hope that&#8217;s OK for the rules here!)<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/aboothe726\"> \/u\/aboothe726 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1sn5102\/full_historical_and_realtime_bluesky_dataset_in\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1sn5102\/full_historical_and_realtime_bluesky_dataset_in\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-40447 jlk' href='javascript:void(0)' data-task='like' data-post_id='40447' data-nonce='65e0e39b87' 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-40447 lc'>0<\/span><\/a><\/div><\/div> <div class='status-40447 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I&#8217;ve been maintaining a comprehensive Bluesky dataset in BigQuery and am looking to license access to cover&#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-40447","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\/40447","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=40447"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40447\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=40447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=40447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=40447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}