{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/Planetary-Explorer","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/79d7600b-8aa2-4ecf-8a97-3d73972661d1","json_url":"https://onlylabs.fyi/signals/79d7600b-8aa2-4ecf-8a97-3d73972661d1/signal.json","generated_at":"2026-06-26T23:20:10.152Z","evidence_latest_fetched_at":"2026-06-19T07:02:49.172834+00:00","signal_first_seen_at":"2026-06-19T07:01:21.071798+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/79d7600b-8aa2-4ecf-8a97-3d73972661d1","signal_json":"https://onlylabs.fyi/signals/79d7600b-8aa2-4ecf-8a97-3d73972661d1/signal.json","source":"https://github.com/microsoft/Planetary-Explorer","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":null,"topic_signals_json":null,"topic_feed":null,"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/Planetary-Explorer (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Planetary-Explorer · language Python · Solid new repo with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/Planetary-Explorer","source_host":"github.com","occurred_at":"2025-09-15T16:46:22+00:00","first_seen_at":"2026-06-19T07:01:21.071798+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/Planetary-Explorer","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"171","source":"traction"},{"label":"Notability","value":"Solid new repo with moderate traction.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch 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imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent 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implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Planetary-Explorer","text":"Microsoft published repo microsoft/Planetary-Explorer."},{"subject":"microsoft/Planetary-Explorer","predicate":"is classified as","object":"repo signal","text":"microsoft/Planetary-Explorer is classified as repo signal."},{"subject":"microsoft/Planetary-Explorer","predicate":"belongs to","object":"repos desk","text":"microsoft/Planetary-Explorer belongs to repos desk."},{"subject":"microsoft/Planetary-Explorer","predicate":"has context","object":"Python","text":"microsoft/Planetary-Explorer has context Python."},{"subject":"microsoft/Planetary-Explorer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Planetary-Explorer has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Planetary-Explorer","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/Planetary-Explorer matches data-business lanes Data demand."},{"subject":"microsoft/Planetary-Explorer","predicate":"has captured page count","object":"1","text":"microsoft/Planetary-Explorer has captured page count 1."},{"subject":"microsoft/Planetary-Explorer","predicate":"has readable page count","object":"1","text":"microsoft/Planetary-Explorer has readable page count 1."},{"subject":"microsoft/Planetary-Explorer","predicate":"has related signal count","object":"6","text":"microsoft/Planetary-Explorer has related signal count 6."},{"subject":"microsoft/Planetary-Explorer","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"microsoft/Planetary-Explorer has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"microsoft/Planetary-Explorer","predicate":"has source host","object":"github.com","text":"microsoft/Planetary-Explorer has source host github.com."},{"subject":"microsoft/Planetary-Explorer","predicate":"has lab","object":"Microsoft","text":"microsoft/Planetary-Explorer has lab Microsoft."},{"subject":"microsoft/Planetary-Explorer","predicate":"has signal desk","object":"repos","text":"microsoft/Planetary-Explorer has signal desk repos."},{"subject":"microsoft/Planetary-Explorer","predicate":"has source host","object":"github.com","text":"microsoft/Planetary-Explorer has source host github.com."},{"subject":"microsoft/Planetary-Explorer","predicate":"has repository","object":"microsoft/Planetary-Explorer","text":"microsoft/Planetary-Explorer has repository microsoft/Planetary-Explorer."},{"subject":"microsoft/Planetary-Explorer","predicate":"has language","object":"Python","text":"microsoft/Planetary-Explorer has language Python."},{"subject":"microsoft/Planetary-Explorer","predicate":"has stars","object":"171","text":"microsoft/Planetary-Explorer has stars 171."},{"subject":"microsoft/Planetary-Explorer","predicate":"has notability","object":"Solid new repo with moderate traction.","text":"microsoft/Planetary-Explorer has notability Solid new repo with moderate traction.."},{"subject":"microsoft/Planetary-Explorer","predicate":"has radar lane","object":"Data demand","text":"microsoft/Planetary-Explorer has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/Planetary-Explorer (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Planetary-Explorer · language Python · Solid new repo with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Planetary-Explorer","text":"Microsoft published repo microsoft/Planetary-Explorer."},{"subject":"microsoft/Planetary-Explorer","predicate":"is classified as","object":"repo signal","text":"microsoft/Planetary-Explorer is classified as repo signal."},{"subject":"microsoft/Planetary-Explorer","predicate":"belongs to","object":"repos desk","text":"microsoft/Planetary-Explorer belongs to repos desk."},{"subject":"microsoft/Planetary-Explorer","predicate":"has context","object":"Python","text":"microsoft/Planetary-Explorer has context Python."},{"subject":"microsoft/Planetary-Explorer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Planetary-Explorer has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Planetary-Explorer","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/Planetary-Explorer matches data-business lanes Data demand."}]},"signal":{"id":"79d7600b-8aa2-4ecf-8a97-3d73972661d1","url":"https://onlylabs.fyi/signals/79d7600b-8aa2-4ecf-8a97-3d73972661d1","json_url":"https://onlylabs.fyi/signals/79d7600b-8aa2-4ecf-8a97-3d73972661d1/signal.json","source_url":"https://github.com/microsoft/Planetary-Explorer","title":"microsoft/Planetary-Explorer","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-09-15T16:46:22+00:00","first_seen_at":"2026-06-19T07:01:21.071798+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/Planetary-Explorer"]},"facets":{"repo":"microsoft/Planetary-Explorer","language":"Python"},"traction":{"github_stars":171,"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":14,"matched_terms":["data"],"reason":"Microsoft has a repo signal matching data demand."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/Planetary-Explorer","final_url":"https://github.com/microsoft/Planetary-Explorer","title":"microsoft/Planetary-Explorer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-19T07:02:49.172834+00:00","bytes":26021,"raw_path":"65164a9af5ba01f4089bb6cad0a2ef5727d7a9d429733b40ce5c5ff209b9ae11.json","content_hash":"8ab01d97902bc87a63e9950733f2da3c0cf8f743ee245737d2192dee3d8f4f9c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/Planetary-Explorer Description: An AI powered geospatial application that allows you to explore and visualize Earth science data using natural language. Language: Python License: MIT Stars: 171 Forks: 46 Open issues: 1 Created: 2025-09-15T16:46:22Z Pushed: 2026-06-19T03:09:27Z Default branch: main Fork: no Archived: no README: 🌍 Welcome to Planetary Explorer! Planetary Explorer, built on AI Foundry, demonstrates how organizations can use Microsoft Planetary Computer Pro to combine geospatial data with generative AI experiences. By enabling users to explore Earth science data through natural language, it makes complex geospatial workflows more accessible to analysts, operators, and decision makers—not just GIS specialists. This helps teams accelerate insight generation and support scenarios ranging from operational monitoring to risk management. 📋 Overview Planetary Explorer turns natural-language questions into grounded geospatial answers. Its multi-agent system picks the right data, renders it on the map, and reasons over the result. 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