{"ok":true,"trend":{"id":900593,"platform":"mastodon","region":"global","key":"recommended: \"while # repositories excel at long-term preservation, they were not made with the interactive capabilities","title":"Recommended: \"While # repositories excel at long-term preservation, they were not made with the interactive capabilities","url":"https://fediscience.org/@petersuber/117378638718340627","first_seen":"2026-10-03T20:27:22.742924Z","last_seen":"2026-10-03T20:27:22.742924Z","last_rank":4,"peak_rank":4,"last_volume":5,"peak_volume":5,"seen_count":1,"score":0.557890625,"category_hint":"software","section":"technology","category":"software","summary":"Open science advocates are highlighting a gap in research data repositories: while they excel at long-term preservation, they were not built to execute complex code or analyze dynamic data interactively. The discussion points to open-source platforms offering 'sandbox' environments as a complementary solution for researchers who need to run and explore code directly.","why":"Researchers and open science communities are actively debating how to make preserved research data more usable and reproducible.","tone":"neutral","entities":["Fediverse science community","open science repositories","open-source sandbox platforms"],"summarized_at":"2026-10-03T20:27:59.642936Z","meta":{"tag":"opensource","via":"scan","kind":"status","lang":"en","instance":"mastodon.social","tag_uses":779},"nw":null,"promo":null,"kind":null,"importance":null,"hidden":false,"hide_reason":null,"judged_at":null,"title_en":"Research repositories lack tools for interactive code analysis","section_name":"Technology","category_name":"Software","timeline":[{"captured_at":"2026-10-03T20:27:22.742924Z","rank":4,"volume":5}],"posts":[{"platform":"mastodon","url":"https://fediscience.org/@petersuber/117378638718340627","author":"petersuber@fediscience.org","title":null,"snippet":"Recommended: \"While # repositories excel at long-term preservation, they were not made with the interactive capabilities required to execute complex code or analyze dynamic data directly. There are several # OpenSource platforms…which provide ‘sandbox’ environments for…","posted_at":"2026-10-03T19:31:28Z","likes":5}],"elsewhere":[],"window":"7d"}}