{"kind":"site","site":"pandas.pydata.org","siteName":"Pandas","rows":[{"row":{"site":"pandas.pydata.org","category":"reported","task":"dev_saas_api.find_dataframe_docs","health":"degraded","aes":100,"confidence":{"score":0.33,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.34 effective weight, Wilson bounds 0.081425-1, and Beta posterior mean 0.572747."},"freshness":{"updated_at":"2026-06-28T23:11:51.151Z","age_days":9.1,"status":"aging","rationale":"Latest evidence is 9.1 days old."},"known_blockers":["public_url_verified"],"recipe_uri":null},"siteName":"Pandas","taskPhrase":"find Dataframe Docs","taskTitle":"Dev Saas Api / Find Dataframe Docs","categoryTitle":"Reported","verdict":"Partially","tone":"warning","outcomeSplit":{"success":37,"handoff":21,"partial":37,"blocked":5},"href":"/sites/pandas.pydata.org/dev_saas_api.find_dataframe_docs"}],"primaryCategoryKey":"reported","primaryCategoryTitle":"Website tasks","overallHealth":"degraded","verdict":"Partially","tone":"warning","averageAes":100,"bestTask":{"row":{"site":"pandas.pydata.org","category":"reported","task":"dev_saas_api.find_dataframe_docs","health":"degraded","aes":100,"confidence":{"score":0.33,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.34 effective weight, Wilson bounds 0.081425-1, and Beta posterior mean 0.572747."},"freshness":{"updated_at":"2026-06-28T23:11:51.151Z","age_days":9.1,"status":"aging","rationale":"Latest evidence is 9.1 days old."},"known_blockers":["public_url_verified"],"recipe_uri":null},"siteName":"Pandas","taskPhrase":"find Dataframe Docs","taskTitle":"Dev Saas Api / Find Dataframe Docs","categoryTitle":"Reported","verdict":"Partially","tone":"warning","outcomeSplit":{"success":37,"handoff":21,"partial":37,"blocked":5},"href":"/sites/pandas.pydata.org/dev_saas_api.find_dataframe_docs"},"worstTask":{"row":{"site":"pandas.pydata.org","category":"reported","task":"dev_saas_api.find_dataframe_docs","health":"degraded","aes":100,"confidence":{"score":0.33,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.34 effective weight, Wilson bounds 0.081425-1, and Beta posterior mean 0.572747."},"freshness":{"updated_at":"2026-06-28T23:11:51.151Z","age_days":9.1,"status":"aging","rationale":"Latest evidence is 9.1 days old."},"known_blockers":["public_url_verified"],"recipe_uri":null},"siteName":"Pandas","taskPhrase":"find Dataframe Docs","taskTitle":"Dev Saas Api / Find Dataframe Docs","categoryTitle":"Reported","verdict":"Partially","tone":"warning","outcomeSplit":{"success":37,"handoff":21,"partial":37,"blocked":5},"href":"/sites/pandas.pydata.org/dev_saas_api.find_dataframe_docs"},"blockers":["public_url_verified"],"gate":{"indexable":true,"reasons":[]},"paths":{"canonical":"/sites/pandas.pydata.org","markdown":"/sites/pandas.pydata.org.md","json":"/sites/pandas.pydata.org/data","apiStatus":"/api/v1/status/pandas.pydata.org","badge":"/badge/pandas.pydata.org.svg"},"breadcrumbs":[{"name":"Home","href":"/"},{"name":"Website tasks","href":"/tasks"},{"name":"Pandas","href":"/sites/pandas.pydata.org"}],"lattice":{"primary":[{"href":"/submit","label":"Submit an observation for Pandas"}],"categories":[{"href":"/tasks","label":"Browse website task evidence"}],"tasks":[{"href":"/sites/pandas.pydata.org/dev_saas_api.find_dataframe_docs","label":"Pandas find Dataframe Docs report","note":"AES 100"}],"nearbySites":[{"href":"/sites/support.logi.com","label":"Support agent reliability report","note":"Website agent evidence hub"},{"href":"/sites/newbalance.com","label":"Newbalance agent reliability report","note":"Website agent evidence hub"},{"href":"/sites/noaa.gov","label":"Noaa agent reliability report","note":"Website agent evidence hub"},{"href":"/sites/support.sentry.io","label":"Support agent reliability report","note":"Website agent evidence hub"}]},"metadata":{"title":"Can AI agents use Pandas? Agent reliability report - CrawlDex","description":"Partially for Pandas: 1 measured task, 1 observation, last verified Jun 28, 2026.","lastVerified":"Jun 28, 2026","observations":1,"taskCount":1},"publisherClaim":{"domain":"pandas.pydata.org","claimed":false,"verified_at":null},"publisherVoice":{"domain":"pandas.pydata.org","claimed":false,"statement":null,"agents_welcome":null,"entry_urls":[],"support_channels":[],"deprecation_notice":null,"updated_at":null}}