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canaries.us_exposure_q1.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
6963182661409c2d9.8%grade B, evidence tier 62022-08-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
3c33c7d2c99752f210.8%grade B, evidence tier 62022-09-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d59cb02983cca0f9e2source page
c378fcddbf4d50219.4%grade B, evidence tier 62022-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d832cdee11dbcd211source page
9537ffcca12989648.7%grade B, evidence tier 62022-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0313d3ab1b100df3source page
1a77154dfdd735248.2%grade B, evidence tier 62022-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dc41d27ccfbbdbf10source page
1e2cbc8a47c78fc09.0%grade B, evidence tier 62023-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90df6279cdea51a9262source page
06e915d980b7fb6c8.8%grade B, evidence tier 62023-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d58124033527fbc8esource page
f9dd208dfcb2aaf68.8%grade B, evidence tier 62023-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db0bc596ff9f865a0source page
144171731a3eac237.4%grade B, evidence tier 62023-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dcfe393e4fc0f6183source page
d7f6b3210ad3a7337.2%grade B, evidence tier 62023-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90da0f279f5b0bdb5c1source page
b74e776057ec72217.1%grade B, evidence tier 62023-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90daeb06081605cb252source page
6ffb68f8d37a700b5.3%grade B, evidence tier 62023-07-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d55ee449de029cacaesource page
42a825f87381b3595.5%grade B, evidence tier 62023-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d535c85e69ec0bd37source page
efdb82aa7ec6c2065.2%grade B, evidence tier 62023-09-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5a4e0a51719d44954source page
869ee33c17259bd04.6%grade B, evidence tier 62023-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d896cc99203fbaa25source page
2187c969d5f3d3665.0%grade B, evidence tier 62023-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0bc6d50efea87090source page
17c72db8a32c25cf3.7%grade B, evidence tier 62023-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d0f408a4d1bd66cf0source page
ad0da100e43127063.8%grade B, evidence tier 62024-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd98c277bf8784a44source page
cbcb0fac003903602.9%grade B, evidence tier 62024-02-292026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
ea4fbc34eb75c8973.0%grade B, evidence tier 62024-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90df7354bb900230a33source page
9495cde38baaa3962.3%grade B, evidence tier 62024-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d80995f3835b96882source page
dc15c38f4204cb413.0%grade B, evidence tier 62024-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d27384480edf77a24source page
adbfe153321cc4d01.8%grade B, evidence tier 62024-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dda02d6dd5cdce4cfsource page
9ae5e3ffe4bf713b1.7%grade B, evidence tier 62024-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dafb98475e45102c6source page
c36b547791d1f4a33.0%grade B, evidence tier 62024-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dfe34ee8d1a3ee934source page
b2cf0274650e2eeb1.4%grade B, evidence tier 62024-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d3e645069f0d81575source page
3cfc489463ab00151.8%grade B, evidence tier 62024-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d989b95345c853024source page
be328a66baa9e7ee3.4%grade B, evidence tier 62024-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db2d5494fe5423605source page
fd164812b3b9146b3.3%grade B, evidence tier 62024-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d52301d949e9ed2f4source page
a508918744cafa3c2.7%grade B, evidence tier 62025-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db465f9be4368aa25source page
ee39a68c6980ece32.6%grade B, evidence tier 62025-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d3628761847f07544source page
cba41ccc24beac2d1.7%grade B, evidence tier 62025-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d8abf7ea3c952e6c7source page
af3bcae682162fe01.9%grade B, evidence tier 62025-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd268ff678dba8519source page
bb6ef1c462adbc911.5%grade B, evidence tier 62025-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db2a62c1f59f6cf9esource page
6acda214fc2fb54e1.2%grade B, evidence tier 62025-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d2fd68b911d13969fsource page
0d19128d38774f8a1.5%grade B, evidence tier 62025-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d34f759487a7ce4afsource page
49dfd0acb52bd99a1.0%grade B, evidence tier 62025-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db05e10222bdd9884source page
56cdc4223eb3dfc20.9%grade B, evidence tier 62025-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90defe17f04bc64ab94source page
b5246a20216dac981.9%grade B, evidence tier 62025-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dae74223059f9ba7bsource page
b2079d18f512a766-0.1%grade B, evidence tier 62025-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d560c308184a8f79bsource page
1aca72a9b89c673e0.4%grade B, evidence tier 62025-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90de04aff763d9b3b46source page
5c361e460f97c03c1.1%grade B, evidence tier 62026-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90ddb11bd5c13ca884asource page
271f46b53e5853d30.7%grade B, evidence tier 62026-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d6b6dfdec49f3ef2esource page
a7725106fb365cb30.9%grade B, evidence tier 62026-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90de3fa06e1d65eb551source page
dd08a52b46b19d0a0.9%grade B, evidence tier 62026-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d82b7cfda96fd102bsource page
8d9aea0b614c91890.6%grade B, evidence tier 62026-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d4ad7a80f6aa71c41source page
b62b00f40eea523c1.1%grade B, evidence tier 62026-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90de34603b767dda777source page
ab2c05138e8e92521.8%grade B, evidence tier 62026-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd38fbae5ec63a241source page
6627f26839a0321f0.5%grade B, evidence tier 62026-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90df4d290d79d4c7963source page
095861c20ea84b2a1.0%grade B, evidence tier 62026-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d—source page
Raw snippets and dispute text
  • 6963182661409c2d {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-08-01", "value": "0.09805", "vintage": "2026-08-12"}
  • 3c33c7d2c99752f2 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-09-01", "value": "0.1075", "vintage": "2026-09-17"}
  • c378fcddbf4d5021 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-10-01", "value": "0.09365", "vintage": "2026-10-16"}
  • 9537ffcca1298964 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-11-01", "value": "0.08719", "vintage": "2026-10-16"}
  • 1a77154dfdd73524 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-12-01", "value": "0.08166", "vintage": "2026-10-16"}
  • 1e2cbc8a47c78fc0 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-01-01", "value": "0.0901", "vintage": "2026-10-16"}
  • 06e915d980b7fb6c {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-02-01", "value": "0.08772", "vintage": "2026-10-16"}
  • f9dd208dfcb2aaf6 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-03-01", "value": "0.08763", "vintage": "2026-10-16"}
  • 144171731a3eac23 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-04-01", "value": "0.07389", "vintage": "2026-10-16"}
  • d7f6b3210ad3a733 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-05-01", "value": "0.07184", "vintage": "2026-10-16"}
  • b74e776057ec7221 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-06-01", "value": "0.07054", "vintage": "2026-10-16"}
  • 6ffb68f8d37a700b {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-07-01", "value": "0.0529", "vintage": "2026-09-17"}
  • 42a825f87381b359 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-08-01", "value": "0.05548", "vintage": "2026-10-16"}
  • efdb82aa7ec6c206 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-09-01", "value": "0.05221", "vintage": "2026-09-17"}
  • 869ee33c17259bd0 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-10-01", "value": "0.04557", "vintage": "2026-10-16"}
  • 2187c969d5f3d366 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-11-01", "value": "0.05", "vintage": "2026-10-16"}
  • 17c72db8a32c25cf {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-12-01", "value": "0.03671", "vintage": "2026-10-16"}
  • ad0da100e4312706 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-01-01", "value": "0.03766", "vintage": "2026-10-16"}
  • cbcb0fac00390360 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-02-01", "value": "0.02947", "vintage": "2026-08-12"}
  • ea4fbc34eb75c897 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-03-01", "value": "0.03027", "vintage": "2026-10-16"}
  • 9495cde38baaa396 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-04-01", "value": "0.02332", "vintage": "2026-10-16"}
  • dc15c38f4204cb41 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-05-01", "value": "0.03007", "vintage": "2026-10-16"}
  • adbfe153321cc4d0 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-06-01", "value": "0.0183", "vintage": "2026-10-16"}
  • 9ae5e3ffe4bf713b {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-07-01", "value": "0.01739", "vintage": "2026-10-16"}
  • c36b547791d1f4a3 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-08-01", "value": "0.02995", "vintage": "2026-10-16"}
  • b2cf0274650e2eeb {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-09-01", "value": "0.01434", "vintage": "2026-10-16"}
  • 3cfc489463ab0015 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-10-01", "value": "0.0182", "vintage": "2026-10-16"}
  • be328a66baa9e7ee {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-11-01", "value": "0.03429", "vintage": "2026-10-16"}
  • fd164812b3b9146b {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-12-01", "value": "0.03254", "vintage": "2026-10-16"}
  • a508918744cafa3c {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-01-01", "value": "0.02674", "vintage": "2026-10-16"}
  • ee39a68c6980ece3 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-02-01", "value": "0.02576", "vintage": "2026-10-16"}
  • cba41ccc24beac2d {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-03-01", "value": "0.01706", "vintage": "2026-10-16"}
  • af3bcae682162fe0 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-04-01", "value": "0.01899", "vintage": "2026-10-16"}
  • bb6ef1c462adbc91 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-05-01", "value": "0.01507", "vintage": "2026-10-16"}
  • 6acda214fc2fb54e {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-06-01", "value": "0.0123", "vintage": "2026-10-16"}
  • 0d19128d38774f8a {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-07-01", "value": "0.01519", "vintage": "2026-10-16"}
  • 49dfd0acb52bd99a {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-08-01", "value": "0.01032", "vintage": "2026-10-16"}
  • 56cdc4223eb3dfc2 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-09-01", "value": "0.009425", "vintage": "2026-10-16"}
  • b5246a20216dac98 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-10-01", "value": "0.01881", "vintage": "2026-10-16"}
  • b2079d18f512a766 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-11-01", "value": "-0.0009208", "vintage": "2026-10-16"}
  • 1aca72a9b89c673e {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-12-01", "value": "0.003707", "vintage": "2026-10-16"}
  • 5c361e460f97c03c {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-01-01", "value": "0.01116", "vintage": "2026-10-16"}
  • 271f46b53e5853d3 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-02-01", "value": "0.007442", "vintage": "2026-10-16"}
  • a7725106fb365cb3 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-03-01", "value": "0.00932", "vintage": "2026-10-16"}
  • dd08a52b46b19d0a {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-04-01", "value": "0.00932", "vintage": "2026-10-16"}
  • 8d9aea0b614c9189 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-05-01", "value": "0.006494", "vintage": "2026-10-16"}
  • b62b00f40eea523c {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-06-01", "value": "0.01121", "vintage": "2026-10-16"}
  • ab2c05138e8e9252 {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-07-01", "value": "0.01777", "vintage": "2026-10-16"}
  • 6627f26839a0321f {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-08-01", "value": "0.004643", "vintage": "2026-10-16"}
  • 095861c20ea84b2a {"column": "Quintile 1 (least exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-09-01", "value": "0.01027", "vintage": "2026-10-16"}