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canaries.us_exposure_q4.employment_yoy.m

Source: Canaries Dashboard data (by exposure) (Stanford Digital Economy Lab and ADP Research) · Stanford Digital Economy Lab; free public data, cited as the Lab asks · CSV

Stanford Digital Economy Lab and ADP Research, AI Economic Indicators: Canaries Dashboard

idvaluegradeas of datepublished datetieraudited vs reportedextraction methodreview statusretrieved athttp statuscontent hashsupersedes idurlflags
feafd6ad66734e638.8%grade B, evidence tier 62022-08-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
e78d42690acf760c9.2%grade B, evidence tier 62022-09-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5f9ad5f53333742eesource page
ee61900989e386c58.6%grade B, evidence tier 62022-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db336c87dcfce54f2source page
2869d6ce877811558.3%grade B, evidence tier 62022-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d380b04524acb5883source page
0f230bfcbfeab9aa7.8%grade B, evidence tier 62022-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dadcf9665928ceb7fsource page
1659b42b5ac547817.7%grade B, evidence tier 62023-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d003aa23cedc9184esource page
06a7a4a4d49748647.6%grade B, evidence tier 62023-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd1de4cdf257aed1bsource page
d5687901110e15167.2%grade B, evidence tier 62023-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd4a79b26138311bfsource page
576dd616ef2fa70a6.5%grade B, evidence tier 62023-04-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d57c14c4e180d3b241source page
7db38e2d60fd17746.4%grade B, evidence tier 62023-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d61c1a41000caadc0source page
793ef52b6f54799a6.0%grade B, evidence tier 62023-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d4d49b65be79e6fc4source page
77f05839c175f5f64.9%grade B, evidence tier 62023-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dde9ba0e0fd415e87source page
f55a5f59677c2eea4.9%grade B, evidence tier 62023-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d203aa69ad87429a4source page
9320a28b87033c2d4.3%grade B, evidence tier 62023-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0334520aca19eb3asource page
00d7998ced6c98eb3.9%grade B, evidence tier 62023-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d4a633b02b2be89acsource page
f733137a6c461d473.8%grade B, evidence tier 62023-11-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d54203a2191127bc53source page
062dd02a7bb78ac03.0%grade B, evidence tier 62023-12-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
da49c347b7800ddb3.1%grade B, evidence tier 62024-01-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5c345cf9b40e1b48csource page
f70052a965d393203.0%grade B, evidence tier 62024-02-292026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dce13326f3edc374bsource page
b0abe3e8fe0bd4503.0%grade B, evidence tier 62024-03-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
1418889e4f0d59192.8%grade B, evidence tier 62024-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90df5e75e049e2e20afsource page
02cdc5d6b287378e2.8%grade B, evidence tier 62024-05-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
0a4ffc0b4f759f7c2.4%grade B, evidence tier 62024-06-302026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
e69619a15e8311af2.3%grade B, evidence tier 62024-07-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
765a924ad54bedea2.6%grade B, evidence tier 62024-08-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
c06242e9b903abcc1.9%grade B, evidence tier 62024-09-302026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
b55d93b162e873932.1%grade B, evidence tier 62024-10-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
ad1643b8f57087bf2.4%grade B, evidence tier 62024-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dc229c372e02e5a1csource page
51529555900552f32.7%grade B, evidence tier 62024-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0b91a10da3d34d9fsource page
767492bbb6d391852.3%grade B, evidence tier 62025-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d516ce0a7abd64634source page
daac6e2bbd423a852.0%grade B, evidence tier 62025-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d80ba54141a394625source page
7fa87cd9fb7f77f31.7%grade B, evidence tier 62025-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dc409eaa80d3917bcsource page
b667f0c3aa017f771.6%grade B, evidence tier 62025-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d41f13da15ed5d3d7source page
4c65bd0c25deb1c11.6%grade B, evidence tier 62025-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d27bb9c963334808esource page
f00cdb86c40d65311.2%grade B, evidence tier 62025-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0967e76452ab2e0bsource page
dbeddc3099151d401.5%grade B, evidence tier 62025-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d3e0a34cf4aec94e4source page
942ea6c8906957fe1.4%grade B, evidence tier 62025-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d1847e8c63f389728source page
5a82de42c83306681.7%grade B, evidence tier 62025-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd80128f4bbc2497bsource page
6603285224415d421.8%grade B, evidence tier 62025-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d1807c004b6d47077source page
e17e828e4a7089a31.2%grade B, evidence tier 62025-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d10c0ee87cf701051source page
8cf386c606d3d1be1.6%grade B, evidence tier 62025-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d2333d6b65130fc63source page
d19f3459c69ba40a1.4%grade B, evidence tier 62026-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d739a851ee75e158dsource page
4132b6f14d8834b71.2%grade B, evidence tier 62026-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dcad3f94a6ce5a693source page
4fab0e4738a5ef051.2%grade B, evidence tier 62026-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dbd69329a860ed8f2source page
2d4b8b92fe7e92b81.2%grade B, evidence tier 62026-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d2f08d958179b6dfcsource page
c56e4dabce883cc80.9%grade B, evidence tier 62026-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dbd23a04a34e8bb97source page
9ab579930536e4241.1%grade B, evidence tier 62026-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d556077bbda95f92fsource page
0d24ec74db6d11451.2%grade B, evidence tier 62026-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90deb732c60888999dasource page
9db609be6ce994580.5%grade B, evidence tier 62026-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dadad2588c4a3c342source page
84c7b8cd9a3e05ec0.2%grade B, evidence tier 62026-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d—source page
Raw snippets and dispute text
  • feafd6ad66734e63 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-08-01", "value": "0.08836", "vintage": "2026-08-12"}
  • e78d42690acf760c {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-09-01", "value": "0.09179", "vintage": "2026-09-17"}
  • ee61900989e386c5 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-10-01", "value": "0.08604", "vintage": "2026-10-16"}
  • 2869d6ce87781155 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-11-01", "value": "0.0826", "vintage": "2026-10-16"}
  • 0f230bfcbfeab9aa {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-12-01", "value": "0.07808", "vintage": "2026-10-16"}
  • 1659b42b5ac54781 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-01-01", "value": "0.07712", "vintage": "2026-10-16"}
  • 06a7a4a4d4974864 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-02-01", "value": "0.07576", "vintage": "2026-10-16"}
  • d5687901110e1516 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-03-01", "value": "0.07173", "vintage": "2026-10-16"}
  • 576dd616ef2fa70a {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-04-01", "value": "0.06499", "vintage": "2026-09-17"}
  • 7db38e2d60fd1774 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-05-01", "value": "0.06412", "vintage": "2026-10-16"}
  • 793ef52b6f54799a {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-06-01", "value": "0.05973", "vintage": "2026-10-16"}
  • 77f05839c175f5f6 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-07-01", "value": "0.04901", "vintage": "2026-10-16"}
  • f55a5f59677c2eea {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-08-01", "value": "0.04945", "vintage": "2026-10-16"}
  • 9320a28b87033c2d {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-09-01", "value": "0.04321", "vintage": "2026-10-16"}
  • 00d7998ced6c98eb {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-10-01", "value": "0.0385", "vintage": "2026-10-16"}
  • f733137a6c461d47 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-11-01", "value": "0.038", "vintage": "2026-09-17"}
  • 062dd02a7bb78ac0 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-12-01", "value": "0.02997", "vintage": "2026-08-12"}
  • da49c347b7800ddb {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-01-01", "value": "0.03078", "vintage": "2026-09-17"}
  • f70052a965d39320 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-02-01", "value": "0.02967", "vintage": "2026-10-16"}
  • b0abe3e8fe0bd450 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-03-01", "value": "0.02962", "vintage": "2026-08-12"}
  • 1418889e4f0d5919 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-04-01", "value": "0.02756", "vintage": "2026-10-16"}
  • 02cdc5d6b287378e {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-05-01", "value": "0.02846", "vintage": "2026-08-12"}
  • 0a4ffc0b4f759f7c {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-06-01", "value": "0.02446", "vintage": "2026-08-12"}
  • e69619a15e8311af {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-07-01", "value": "0.02253", "vintage": "2026-08-12"}
  • 765a924ad54bedea {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-08-01", "value": "0.02634", "vintage": "2026-08-12"}
  • c06242e9b903abcc {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-09-01", "value": "0.0194", "vintage": "2026-08-12"}
  • b55d93b162e87393 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-10-01", "value": "0.0213", "vintage": "2026-08-12"}
  • ad1643b8f57087bf {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-11-01", "value": "0.02408", "vintage": "2026-10-16"}
  • 51529555900552f3 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-12-01", "value": "0.02716", "vintage": "2026-10-16"}
  • 767492bbb6d39185 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-01-01", "value": "0.02312", "vintage": "2026-10-16"}
  • daac6e2bbd423a85 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-02-01", "value": "0.02017", "vintage": "2026-10-16"}
  • 7fa87cd9fb7f77f3 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-03-01", "value": "0.01726", "vintage": "2026-10-16"}
  • b667f0c3aa017f77 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-04-01", "value": "0.01628", "vintage": "2026-10-16"}
  • 4c65bd0c25deb1c1 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-05-01", "value": "0.01622", "vintage": "2026-10-16"}
  • f00cdb86c40d6531 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-06-01", "value": "0.01242", "vintage": "2026-10-16"}
  • dbeddc3099151d40 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-07-01", "value": "0.01533", "vintage": "2026-10-16"}
  • 942ea6c8906957fe {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-08-01", "value": "0.01426", "vintage": "2026-10-16"}
  • 5a82de42c8330668 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-09-01", "value": "0.01713", "vintage": "2026-10-16"}
  • 6603285224415d42 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-10-01", "value": "0.01801", "vintage": "2026-10-16"}
  • e17e828e4a7089a3 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-11-01", "value": "0.01223", "vintage": "2026-10-16"}
  • 8cf386c606d3d1be {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-12-01", "value": "0.01605", "vintage": "2026-10-16"}
  • d19f3459c69ba40a {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-01-01", "value": "0.01412", "vintage": "2026-10-16"}
  • 4132b6f14d8834b7 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-02-01", "value": "0.01224", "vintage": "2026-10-16"}
  • 4fab0e4738a5ef05 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-03-01", "value": "0.01225", "vintage": "2026-10-16"}
  • 2d4b8b92fe7e92b8 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-04-01", "value": "0.01225", "vintage": "2026-10-16"}
  • c56e4dabce883cc8 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-05-01", "value": "0.00939", "vintage": "2026-10-16"}
  • 9ab579930536e424 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-06-01", "value": "0.01132", "vintage": "2026-10-16"}
  • 0d24ec74db6d1145 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-07-01", "value": "0.01226", "vintage": "2026-10-16"}
  • 9db609be6ce99458 {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-08-01", "value": "0.004686", "vintage": "2026-10-16"}
  • 84c7b8cd9a3e05ec {"column": "Quintile 4", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-09-01", "value": "0.001871", "vintage": "2026-10-16"}