{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/data-formulator 0.7-alpha.2","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901","json_url":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901/signal.json","generated_at":"2026-06-11T03:43:30.095505+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901","signal_json":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901/signal.json","source":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/data-formulator 0.7-alpha.2 (microsoft/data-formulator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine alpha release of a tool · Data Formulator 0.7-alpha 2 Repository: microsoft/data-formulator Tag: 0.7-alpha.2 Published: 2026-05-13T01:36:22Z Prerelease: no Release notes: Can't explain how exited.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Data demand in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","source_host":"github.com","occurred_at":"2026-05-13T01:36:22+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/data-formulator"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/data-formulator","source":"source"},{"label":"Release","value":"Data Formulator 0.7-alpha 2","source":"source"},{"label":"Notability","value":"Routine alpha release of a tool","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:43:30.095505+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}],"matched_terms":["data"],"score":13,"reason":"Microsoft has a release signal matching data demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which data-business lane explains this signal: Data demand?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Microsoft's release signal \"microsoft/data-formulator 0.7-alpha.2\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/data-formulator 0.7-alpha.2","text":"Microsoft released microsoft/data-formulator 0.7-alpha.2."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"is classified as","object":"release signal","text":"microsoft/data-formulator 0.7-alpha.2 is classified as release signal."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"belongs to","object":"releases desk","text":"microsoft/data-formulator 0.7-alpha.2 belongs to releases desk."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has context","object":"microsoft/data-formulator","text":"microsoft/data-formulator 0.7-alpha.2 has context microsoft/data-formulator."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/data-formulator 0.7-alpha.2 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/data-formulator 0.7-alpha.2 matches data-business lanes Data demand."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has captured page count","object":"1","text":"microsoft/data-formulator 0.7-alpha.2 has captured page count 1."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has readable page count","object":"1","text":"microsoft/data-formulator 0.7-alpha.2 has readable page count 1."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has related signal count","object":"6","text":"microsoft/data-formulator 0.7-alpha.2 has related signal count 6."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/data-formulator 0.7-alpha.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has source host","object":"github.com","text":"microsoft/data-formulator 0.7-alpha.2 has source host github.com."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has lab","object":"Microsoft","text":"microsoft/data-formulator 0.7-alpha.2 has lab Microsoft."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has signal desk","object":"releases","text":"microsoft/data-formulator 0.7-alpha.2 has signal desk releases."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has source host","object":"github.com","text":"microsoft/data-formulator 0.7-alpha.2 has source host github.com."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has repository","object":"microsoft/data-formulator","text":"microsoft/data-formulator 0.7-alpha.2 has repository microsoft/data-formulator."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has release","object":"Data Formulator 0.7-alpha 2","text":"microsoft/data-formulator 0.7-alpha.2 has release Data Formulator 0.7-alpha 2."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has notability","object":"Routine alpha release of a tool","text":"microsoft/data-formulator 0.7-alpha.2 has notability Routine alpha release of a tool."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has radar lane","object":"Data demand","text":"microsoft/data-formulator 0.7-alpha.2 has radar lane Data demand."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has matched term","object":"data","text":"microsoft/data-formulator 0.7-alpha.2 has matched term data."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/data-formulator 0.7-alpha.2 (microsoft/data-formulator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine alpha release of a tool · Data Formulator 0.7-alpha 2 Repository: microsoft/data-formulator Tag: 0.7-alpha.2 Published: 2026-05-13T01:36:22Z Prerelease: no Release notes: Can't explain how exited.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/data-formulator 0.7-alpha.2","text":"Microsoft released microsoft/data-formulator 0.7-alpha.2."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"is classified as","object":"release signal","text":"microsoft/data-formulator 0.7-alpha.2 is classified as release signal."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"belongs to","object":"releases desk","text":"microsoft/data-formulator 0.7-alpha.2 belongs to releases desk."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has context","object":"microsoft/data-formulator","text":"microsoft/data-formulator 0.7-alpha.2 has context microsoft/data-formulator."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/data-formulator 0.7-alpha.2 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/data-formulator 0.7-alpha.2","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/data-formulator 0.7-alpha.2 matches data-business lanes Data demand."}]},"signal":{"id":"e991db81-459a-4f54-99d8-2341a1fb0901","url":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901","json_url":"https://onlylabs.fyi/signals/e991db81-459a-4f54-99d8-2341a1fb0901/signal.json","source_url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","title":"microsoft/data-formulator 0.7-alpha.2","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/data-formulator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-13T01:36:22+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2"]},"facets":{"repo":"microsoft/data-formulator"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":13,"matched_terms":["data"],"reason":"Microsoft has a release signal matching data demand."}},"primary_evidence_page":{"url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","final_url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","title":"microsoft/data-formulator 0.7-alpha.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:30.095505+00:00","bytes":4697,"raw_path":"28e29cafc32e7857a79028e32902ec4996eb82d74a3715c434e755ba98821f17.json","content_hash":"80bcdc3605672c2bb63ac9a7af475fe7198316c1466bd51c1b17605146d8fa66","excerpt_chars":1200,"truncated":true,"excerpt":"Data Formulator 0.7-alpha 2 Repository: microsoft/data-formulator Tag: 0.7-alpha.2 Published: 2026-05-13T01:36:22Z Prerelease: no Release notes: Can't explain how exited we are. :) Data Formulator now supports persistent data connection (easy data loading), session management (easy switch and save sessions), full agentic experience, and ability to custom chart styles. 😄 If you are one of the few reading this release note, please play with it! I might actually be really good. :) * play with it at [https://data-formulator.ai/](https://data-formulator.ai/). * but for full experience, install it with `pip install data-formulator==0.7.0a2` to test out. The full release will come soon.... -- a message from @Chenglong-MS and @zhb-ai (also thanks to contributions from @WolffM @IAMkecheng) A new chapter for AI-powered data exploration - 🔌 **Data connectors** — first-class persistent connection to Superset, Kusto, Cosmos DB, MySQL, PostgreSQL, MSSQL, S3, Azure Blob, BigQuery, and more, with SSO, lazy catalog loading, search, and smart filters. - 💬 **Conversational agent with thread memory** — a unified `DataAgent` that weaves explanation, exploration, visualization, and recommendation..."},"evidence_pages":[{"url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","final_url":"https://github.com/microsoft/data-formulator/releases/tag/0.7-alpha.2","title":"microsoft/data-formulator 0.7-alpha.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:43:30.095505+00:00","bytes":4697,"raw_path":"28e29cafc32e7857a79028e32902ec4996eb82d74a3715c434e755ba98821f17.json","content_hash":"80bcdc3605672c2bb63ac9a7af475fe7198316c1466bd51c1b17605146d8fa66","excerpt_chars":1200,"truncated":true,"excerpt":"Data Formulator 0.7-alpha 2 Repository: microsoft/data-formulator Tag: 0.7-alpha.2 Published: 2026-05-13T01:36:22Z Prerelease: no Release notes: Can't explain how exited we are. :) Data Formulator now supports persistent data connection (easy data loading), session management (easy switch and save sessions), full agentic experience, and ability to custom chart styles. 😄 If you are one of the few reading this release note, please play with it! I might actually be really good. :) * play with it at [https://data-formulator.ai/](https://data-formulator.ai/). * but for full experience, install it with `pip install data-formulator==0.7.0a2` to test out. The full release will come soon.... -- a message from @Chenglong-MS and @zhb-ai (also thanks to contributions from @WolffM @IAMkecheng) A new chapter for AI-powered data exploration - 🔌 **Data connectors** — first-class persistent connection to Superset, Kusto, Cosmos DB, MySQL, PostgreSQL, MSSQL, S3, Azure Blob, BigQuery, and more, with SSO, lazy catalog loading, search, and smart filters. - 💬 **Conversational agent with thread memory** — a unified `DataAgent` that weaves explanation, exploration, visualization, and recommendation..."}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}