[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"sanity-4PEQcu0GStmq9Lqxhv6E6-YacFE7dWPpg9znzhEnGiA":3,"sanity-qIg7_X_x0hzrvIjgK85ts9WCt-QmpriBNG5CnKhZvc4":336},{"data":4,"sourceMap":-1},{"latestPodcast":5,"latestReleases":14,"post":39,"recent":311},[6],{"_id":7,"publishedAt":8,"slug":9,"sponsored":12,"title":13},"7ebd76d2-cebc-4b88-82f9-3dfb2c8bc5ca","2026-07-08T04:40:00.000Z",{"_type":10,"current":11},"slug","what-s-left-for-infrastructure-as-code-after-ai-moves-in",true,"What's left for infrastructure-as-code after AI moves in?",[15,21,27,33],{"_id":16,"publishedAt":17,"slug":18,"title":20},"eb5b66eb-9410-4329-83bb-22bbff39402a","2026-04-28T13:00:00.000Z",{"_type":10,"current":19},"turn-scattered-knowledge-into-trusted-intelligence","Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3",{"_id":22,"publishedAt":23,"slug":24,"title":26},"369c2401-b62e-4a37-8ff8-bf603023ecad","2026-03-02T15:03:00.988Z",{"_type":10,"current":25},"what-s-new-at-stack-overflow-march-2026","What’s new at Stack Overflow: March 2026",{"_id":28,"publishedAt":29,"slug":30,"title":32},"5e9053a4-07ea-447c-91ea-29e0b6228537","2026-02-02T15:00:00.000Z",{"_type":10,"current":31},"what-s-new-at-stack-overflow-february-2026","What’s new at Stack Overflow: February 2026",{"_id":34,"publishedAt":35,"slug":36,"title":38},"a1b538eb-a8a6-46d0-80a1-ac70ec9bb935","2026-01-05T10:00:00.000-05:00",{"_type":10,"current":37},"what-s-new-at-stack-overflow-january-2026","What’s new at Stack Overflow: January 2026",{"_createdAt":40,"_id":41,"_rev":42,"_type":43,"_updatedAt":44,"author":45,"body":59,"comments":12,"dateUrl":283,"excerpt":284,"legacyBody":285,"product":91,"publishedAt":288,"slug":289,"sponsored":91,"tags":291,"title":310,"visible":12},"2023-05-25T09:36:59Z","wp-post-3768","dgl3SCUzppW3U2LvCoS7wy","blogPost","2023-07-13T14:54:34Z",[46],{"_createdAt":47,"_id":48,"_rev":49,"_type":50,"_updatedAt":51,"avatar":52,"employee":54,"name":55,"role":56,"slug":57},"2023-05-23T16:27:18Z","wp-author-114","07ZbrKPSUrjrV4wQ6fam8u","blogAuthor","2023-08-29T11:49:01Z",{"_type":53},"image","former","Jeff Atwood","Co-founder",{"current":58},"jeffatwood",[60,93,102,110,129,142,157,165,173,188,201,231,240,248],{"_key":61,"_type":62,"children":63,"markDefs":87,"style":92},"43486a3218d9","block",[64,69,74,78,83],{"_key":65,"_type":66,"marks":67,"text":68},"43486a3218d90","span",[],"One unanticipated benefit of ",{"_key":70,"_type":66,"marks":71,"text":73},"43486a3218d91",[72],"323009522f40","releasing our data as creative commons",{"_key":75,"_type":66,"marks":76,"text":77},"43486a3218d92",[]," is that ",{"_key":79,"_type":66,"marks":80,"text":82},"43486a3218d93",[81],"strong","the Stack Overflow dataset has been the subject of several academic papers",{"_key":84,"_type":66,"marks":85,"text":86},"43486a3218d94",[]," already:",[88],{"_key":72,"_type":89,"href":90,"reference":91},"link","http:\u002F\u002Fblog.stackoverflow.com\u002F2009\u002F06\u002Fstack-overflow-creative-commons-data-dump\u002F",null,"normal",{"_key":94,"_type":62,"children":95,"markDefs":100,"style":101},"e89ad85ace4f",[96],{"_key":97,"_type":66,"marks":98,"text":99},"e89ad85ace4f0",[],"Evolution of Two Sided Markets",[],"h2",{"_key":103,"_type":62,"children":104,"markDefs":109,"style":92},"736e8ef73c22",[105],{"_key":106,"_type":66,"marks":107,"text":108},"736e8ef73c220",[],"Ravi Kumar, Yury Lifshits (Yahoo! Research), and Andrew Tomkins (Google)",[],{"_key":111,"_type":62,"children":112,"markDefs":126,"style":92},"98b76e7f353c",[113,117,122],{"_key":114,"_type":66,"marks":115,"text":116},"98b76e7f353c0",[],"Presented at ",{"_key":118,"_type":66,"marks":119,"text":121},"98b76e7f353c1",[120],"81977227eac2","WSDM 2010",{"_key":123,"_type":66,"marks":124,"text":125},"98b76e7f353c2",[],", Session 7: Temporal Interaction",[127],{"_key":120,"_type":89,"href":128,"reference":91},"http:\u002F\u002Fwww.wsdm-conference.org\u002F2010\u002Fproceedings\u002Fforms\u002Fcontents.htm",{"_key":130,"_type":62,"children":131,"level":137,"listItem":138,"markDefs":139,"style":92},"c34e213f1cb6",[132],{"_key":133,"_type":66,"marks":134,"text":136},"c34e213f1cb60",[135],"c42ff5f9502c","View Slides",1,"bullet",[140],{"_key":135,"_type":89,"href":141,"reference":91},"http:\u002F\u002Fwww.slideshare.net\u002Fyurylifshits\u002Fevolution-of-two-sided-markets-yury-lifshits-wsdm-2010",{"_key":143,"_type":62,"children":144,"level":137,"listItem":138,"markDefs":154,"style":92},"0736e9dc4c13",[145,150],{"_key":146,"_type":66,"marks":147,"text":149},"0736e9dc4c130",[148],"1579f2e19cc9","Download paper",{"_key":151,"_type":66,"marks":152,"text":153},"0736e9dc4c131",[]," (pdf)",[155],{"_key":148,"_type":89,"href":156,"reference":91},"http:\u002F\u002Fwww.wsdm-conference.org\u002F2010\u002Fproceedings\u002Fdocs\u002Fp311.pdf",{"_key":158,"_type":62,"children":159,"markDefs":164,"style":101},"919206ae1d81",[160],{"_key":161,"_type":66,"marks":162,"text":163},"919206ae1d810",[],"Causal Discovery in Social Media Using Quasi-Experimental Designs",[],{"_key":166,"_type":62,"children":167,"markDefs":172,"style":92},"a42a48cddcb0",[168],{"_key":169,"_type":66,"marks":170,"text":171},"a42a48cddcb00",[],"Hüseyin Oktay, Brian J. Taylor, David D. Jensen (Knowledge Discovery Laboratory, Department of Computer Science, University of Massachusetts Amherst)",[],{"_key":174,"_type":62,"children":175,"markDefs":185,"style":92},"2c844452d363",[176,180],{"_key":177,"_type":66,"marks":178,"text":179},"2c844452d3630",[],"To be presented at the ",{"_key":181,"_type":66,"marks":182,"text":184},"2c844452d3631",[183],"c55b47692f9c","2010 ACM\u002FSIGKDD conference",[186],{"_key":183,"_type":89,"href":187,"reference":91},"http:\u002F\u002Fsnap.stanford.edu\u002Fsoma2010\u002F",{"_key":189,"_type":62,"children":190,"level":137,"listItem":138,"markDefs":198,"style":92},"20587503dbad",[191,195],{"_key":192,"_type":66,"marks":193,"text":149},"20587503dbad0",[194],"a1ba5e459070",{"_key":196,"_type":66,"marks":197,"text":153},"20587503dbad1",[],[199],{"_key":194,"_type":89,"href":200,"reference":91},"http:\u002F\u002Fwww.cs.umass.edu\u002F~hoktay\u002Fpub\u002Fsoma2010.pdf",{"_key":202,"_type":62,"children":203,"markDefs":226,"style":92},"8c82cee9e052",[204,208,213,217,222],{"_key":205,"_type":66,"marks":206,"text":207},"8c82cee9e0520",[],"There's also a third study starting up with ",{"_key":209,"_type":66,"marks":210,"text":212},"8c82cee9e0521",[211],"b412808fa0fc","Lena Mamykina",{"_key":214,"_type":66,"marks":215,"text":216},"8c82cee9e0522",[],", a researcher in Human-Centered Computing at Columbia University, who is working in conjunction with ",{"_key":218,"_type":66,"marks":219,"text":221},"8c82cee9e0523",[220],"7f4b42e6902f","Björn Hartmann",{"_key":223,"_type":66,"marks":224,"text":225},"8c82cee9e0524",[],", a professor from UC Berkeley:",[227,229],{"_key":211,"_type":89,"href":228,"reference":91},"http:\u002F\u002Fvesta.cumc.columbia.edu\u002Fdbmi\u002Ffacdb\u002Fprofile\u002Fprofile.php?id=olm7003",{"_key":220,"_type":89,"href":230,"reference":91},"http:\u002F\u002Fwww.eecs.berkeley.edu\u002FFaculty\u002FHomepages\u002Fhartmann.html",{"_key":232,"_type":62,"children":233,"markDefs":238,"style":239},"2e0006199acb",[234],{"_key":235,"_type":66,"marks":236,"text":237},"2e0006199acb0",[],"The success of stackoverflow.com is making all my research community wonder what is it that makes it work so well for the users. Would you be interested in participating in a research study to answer some of these questions? The study would probably involve things like interviews (phone) with your development team, moderators and selected users. The results will be submitted for publication at one of the ACM (Association of Computing and Machinery) conferences (for example a conference on human factors in computing systems, CHI or a conference on computer-supported cooperative work, CSCW). Of course you will have a chance to review and provide your feedback on all the materials before they are published.",[],"blockquote",{"_key":241,"_type":62,"children":242,"markDefs":247,"style":92},"4fb426d1eccc",[243],{"_key":244,"_type":66,"marks":245,"text":246},"4fb426d1eccc0",[],"We'll of course be contributing to the interviews, as well as introducing Lena to selected community members who indicate that they are willing to be interviewed for ... science!",[],{"_key":249,"_type":62,"children":250,"markDefs":281,"style":92},"bb3beb6e5269",[251,255,260,264,268,272,277],{"_key":252,"_type":66,"marks":253,"text":254},"bb3beb6e52690",[],"It's exciting to be a part of this research, which lets ",{"_key":256,"_type":66,"marks":257,"text":259},"bb3beb6e52691",[258],"em","everyone",{"_key":261,"_type":66,"marks":262,"text":263},"bb3beb6e52692",[]," benefit from the slices of time that we've all collectively contributed to not just Stack Overflow, but ",{"_key":265,"_type":66,"marks":266,"text":267},"bb3beb6e52693",[258],"every",{"_key":269,"_type":66,"marks":270,"text":271},"bb3beb6e52694",[]," site in our network. If there's anything else we can do to help assist any research using the ",{"_key":273,"_type":66,"marks":274,"text":276},"bb3beb6e52695",[275],"ab5b67f3b609","public creative commons data",{"_key":278,"_type":66,"marks":279,"text":280},"bb3beb6e52696",[]," we expose, just contact us.",[282],{"_key":275,"_type":89,"href":90,"reference":91},"2010\u002F05\u002F31","",{"code":286,"language":287},"\u003Cp>One unanticipated benefit of \u003Ca href=\"http:\u002F\u002Fblog.stackoverflow.com\u002F2009\u002F06\u002Fstack-overflow-creative-commons-data-dump\u002F\">releasing our data as creative commons\u003C\u002Fa> is that \u003Cstrong>the Stack Overflow dataset has been the subject of several academic papers\u003C\u002Fstrong> already:\u003C\u002Fp>\n\u003Ch2>Evolution of Two Sided Markets\u003C\u002Fh2>\n\u003Cp>Ravi Kumar, Yury Lifshits (Yahoo! Research), and Andrew Tomkins (Google)\u003C\u002Fp>\n\u003Cp>Presented at \u003Ca href=\"http:\u002F\u002Fwww.wsdm-conference.org\u002F2010\u002Fproceedings\u002Fforms\u002Fcontents.htm\">WSDM 2010\u003C\u002Fa>, Session 7: Temporal Interaction\u003C\u002Fp>\n\u003Cul>\u003Cli>\n\u003Cp>\u003Ca href=\"http:\u002F\u002Fwww.slideshare.net\u002Fyurylifshits\u002Fevolution-of-two-sided-markets-yury-lifshits-wsdm-2010\">View Slides\u003C\u002Fa>\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"http:\u002F\u002Fwww.wsdm-conference.org\u002F2010\u002Fproceedings\u002Fdocs\u002Fp311.pdf\">Download paper\u003C\u002Fa> (pdf)\u003C\u002Fli>\n\u003C\u002Ful>\u003Ch2>Causal Discovery in Social Media Using Quasi-Experimental Designs\u003C\u002Fh2>\n\u003Cp>Hüseyin Oktay, Brian J. Taylor, David D. Jensen (Knowledge Discovery Laboratory, Department of Computer Science, University of Massachusetts Amherst)\u003C\u002Fp>\n\u003Cp>To be presented at the \u003Ca href=\"http:\u002F\u002Fsnap.stanford.edu\u002Fsoma2010\u002F\">2010 ACM\u002FSIGKDD conference\u003C\u002Fa>\u003C\u002Fp>\n\u003Cul>\u003Cli>\u003Ca href=\"http:\u002F\u002Fwww.cs.umass.edu\u002F~hoktay\u002Fpub\u002Fsoma2010.pdf\">Download paper\u003C\u002Fa> (pdf)\u003C\u002Fli>\n\u003C\u002Ful>\u003Cp>There's also a third study starting up with \u003Ca href=\"http:\u002F\u002Fvesta.cumc.columbia.edu\u002Fdbmi\u002Ffacdb\u002Fprofile\u002Fprofile.php?id=olm7003\">Lena Mamykina\u003C\u002Fa>, a researcher in Human-Centered Computing at Columbia University, who is working in conjunction with \u003Ca href=\"http:\u002F\u002Fwww.eecs.berkeley.edu\u002FFaculty\u002FHomepages\u002Fhartmann.html\">Björn Hartmann\u003C\u002Fa>, a professor from UC Berkeley:\u003C\u002Fp>\n\u003Cblockquote>\nThe success of stackoverflow.com is making all my research community wonder what is it that makes it work so well for the users. Would you be interested in participating in a research study to answer some of these questions? The study would probably involve things like interviews (phone) with your development team, moderators and selected users. The results will be submitted for publication at one of the ACM (Association of Computing and Machinery) conferences (for example a conference on human factors in computing systems, CHI or a conference on computer-supported cooperative work, CSCW). Of course you will have a chance to review and provide your feedback on all the materials before they are published.\n\u003C\u002Fblockquote>\n\u003Cp>We'll of course be contributing to the interviews, as well as introducing Lena to selected community members who indicate that they are willing to be interviewed for ... science!\u003C\u002Fp>\n\u003Cp>It's exciting to be a part of this research, which lets \u003Cem>everyone\u003C\u002Fem> benefit from the slices of time that we've all collectively contributed to not just Stack Overflow, but \u003Cem>every\u003C\u002Fem> site in our network. If there's anything else we can do to help assist any research using the \u003Ca href=\"http:\u002F\u002Fblog.stackoverflow.com\u002F2009\u002F06\u002Fstack-overflow-creative-commons-data-dump\u002F\">public creative commons data\u003C\u002Fa> we expose, just contact us.\u003C\u002Fp>","html","2010-05-31T12:00:00.000Z",{"current":290},"academic-papers-using-stack-overflow-data",[292,300,305],{"_createdAt":293,"_id":294,"_rev":295,"_type":296,"_updatedAt":293,"slug":297,"title":299},"2023-05-23T16:43:21Z","wp-tagcat-cc-wiki-dump","9HpbCsT2tq0xwozQfkc4ih","blogTag",{"current":298},"cc-wiki-dump","Cc-wiki-dump",{"_createdAt":293,"_id":301,"_rev":295,"_type":296,"_updatedAt":293,"slug":302,"title":304},"wp-tagcat-community",{"current":303},"community","Community",{"_createdAt":293,"_id":306,"_rev":295,"_type":296,"_updatedAt":293,"slug":307,"title":309},"wp-tagcat-company",{"current":308},"company","Company","Academic Papers Using Stack Overflow Data",[312,318,324,330],{"_id":313,"publishedAt":314,"slug":315,"sponsored":91,"title":317},"76c9771b-34e6-4d98-8641-ecefc711f0ef","2026-07-06T15:23:34.559Z",{"_type":10,"current":316},"when-the-sensor-starts-thinking-snortml-agentic-ai-and-the-evolving-architecture-of-intrusion-detection","When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection",{"_id":319,"publishedAt":320,"slug":321,"sponsored":91,"title":323},"28e560af-f0aa-4d46-bd90-f435ad604aa7","2026-06-26T14:00:27.102Z",{"_type":10,"current":322},"paging-charity-how-can-engineering-leaders-avoid-becoming-bond-villains","Paging Charity! How can engineering leaders avoid becoming Bond villains?",{"_id":325,"publishedAt":326,"slug":327,"sponsored":91,"title":329},"4b22c2a3-3779-4966-93eb-5230391dbdce","2026-06-23T14:08:58.595Z",{"_type":10,"current":328},"your-ai-shipped-a-backend-that-boots-that-is-the-whole-problem","Your AI shipped a backend that boots. That is the whole problem.",{"_id":331,"publishedAt":332,"slug":333,"sponsored":91,"title":335},"5cf362e1-fe7b-45af-b69c-914731c6a052","2026-06-23T14:00:00.000Z",{"_type":10,"current":334},"the-2026-developer-survey-is-now-open-for-human-developers-only","The 2026 Developer Survey is now open (for human developers only)!",{"data":337,"sourceMap":-1},{"count":137,"lastTimestamp":338},"2023-05-25T09:45:54Z"]