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canaries.us_exposure_q5.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
ae375458692c89d68.5%grade B, evidence tier 62022-08-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
99e83a889be7c23a8.8%grade B, evidence tier 62022-09-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d55fc4e4860bbc6d1asource page
e53836a8b480552c8.2%grade B, evidence tier 62022-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d09620daf0a4e3c20source page
b1d7c8e95f39fc467.8%grade B, evidence tier 62022-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d42f90dc5b5da8bbfsource page
98b4e8d58ee1ff617.3%grade B, evidence tier 62022-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dbb5aefa1d16ba44fsource page
c0c055d7c162b6886.6%grade B, evidence tier 62023-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d3c9ced00b60d41fdsource page
fab05782093ada4d6.2%grade B, evidence tier 62023-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d7f999de706ba16c0source page
d35ddc9f2ea11cb56.1%grade B, evidence tier 62023-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d53ae1f0385919510source page
f93ca9270ae97ae85.6%grade B, evidence tier 62023-04-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5e37ba815c7ca37c2source page
a37f9acd4292b43e5.7%grade B, evidence tier 62023-05-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5a10ed0f41da668a5source page
ab76d9a9007ea9f65.4%grade B, evidence tier 62023-06-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d526e462bd9826f94esource page
38d51834626fbc7d4.1%grade B, evidence tier 62023-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d6cef75346b6a14e3source page
98b745fab1cbe71d4.0%grade B, evidence tier 62023-08-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d591c1ae37ceddfd2fsource page
c93ddae64e666cc43.7%grade B, evidence tier 62023-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dc625c8a897e3dff3source page
7e9e954972c0467e3.2%grade B, evidence tier 62023-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d7d6704e729614e68source page
90fb643c0e456f133.2%grade B, evidence tier 62023-11-302026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
738ba60c80ad59b92.5%grade B, evidence tier 62023-12-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d54c4afd080e26c255source page
a18a535880e301112.7%grade B, evidence tier 62024-01-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
20711f4f006907032.7%grade B, evidence tier 62024-02-292026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
cce62655676f01ef2.5%grade B, evidence tier 62024-03-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
7f66c91c99ede9cd2.1%grade B, evidence tier 62024-04-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d58bcbf388b0dad9b2source page
35b642961103db012.3%grade B, evidence tier 62024-05-312026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
bdb9e592e6f8fc4b1.8%grade B, evidence tier 62024-06-302026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
1353bec51a788f321.7%grade B, evidence tier 62024-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d5e9c71da3ab86b42source page
e61c27355e7d5bda2.3%grade B, evidence tier 62024-08-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5ea8f2e13f24d6365source page
447ea91e663535e21.5%grade B, evidence tier 62024-09-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d58931c4be13ed8ef0source page
bf1f4c0427e03a861.6%grade B, evidence tier 62024-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dfb95c0dadaef81ebsource page
72e23035ea3fbdf91.6%grade B, evidence tier 62024-11-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d536f3a9d9f0c43c1dsource page
2f476aa80ce1cf5e1.9%grade B, evidence tier 62024-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d6aa3037795735cb3source page
057495c3fc2e507f1.3%grade B, evidence tier 62025-01-312026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5dd12e308c332f9a1source page
e0342cc2753bc2371.1%grade B, evidence tier 62025-02-282026-08-126reportedapiapproved2026-09-11 12:4620064c48834a8a9—source page
d1e9c7a1d16018520.8%grade B, evidence tier 62025-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dfcdb971da3a7b8dcsource page
8492ae2b0708b9070.7%grade B, evidence tier 62025-04-302026-09-176reportedapiapproved2026-09-23 11:4720012b33fb846d5a197a6fe283ff9ebsource page
751b6b7f75c597900.7%grade B, evidence tier 62025-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90ddd50ae93ca30b067source page
a686f852df60e2be0.3%grade B, evidence tier 62025-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90db1790388797219ccsource page
499b73b80cbd228c0.5%grade B, evidence tier 62025-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90de72e06028604a8cesource page
a5fbf4611b63867c0.2%grade B, evidence tier 62025-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d156a5a31aa3122f6source page
5e6562ba38cd4f840.5%grade B, evidence tier 62025-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d2eac94311db7c2f8source page
50e13e48c5ea5b7b0.7%grade B, evidence tier 62025-10-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d9fffe5ac1ba2466csource page
bc06453ca56813d80.3%grade B, evidence tier 62025-11-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d257ce2515a3aecaasource page
60918372a8748f5f0.3%grade B, evidence tier 62025-12-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dfc9d22d3802c49fdsource page
839e8686441b08160.4%grade B, evidence tier 62026-01-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d95788dbf7b9fcb37source page
4dc4d48ee673baac0.4%grade B, evidence tier 62026-02-282026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d2c8b52b33662b5c9source page
d13880553f1ce8580.3%grade B, evidence tier 62026-03-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d42824a66a7b4f94asource page
32897c5df3a55d770.4%grade B, evidence tier 62026-04-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d4dc0afa990bfa6desource page
c88314d8523bed88-0.1%grade B, evidence tier 62026-05-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dc164643b9e54bc9bsource page
527c64737f8804e90.2%grade B, evidence tier 62026-06-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d4a6c2ca4072efccfsource page
4d79fb3dffa26b990.4%grade B, evidence tier 62026-07-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dd23e04b16c25c32dsource page
81618ddf69b1964f-0.4%grade B, evidence tier 62026-08-312026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90dfb54fed1968a472esource page
7e0767459a34acaf-0.5%grade B, evidence tier 62026-09-302026-10-166reportedapiapproved2026-10-21 12:002005ffa9b72b90d—source page
Raw snippets and dispute text
  • ae375458692c89d6 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-08-01", "value": "0.08472", "vintage": "2026-08-12"}
  • 99e83a889be7c23a {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-09-01", "value": "0.08803", "vintage": "2026-09-17"}
  • e53836a8b480552c {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-10-01", "value": "0.08155", "vintage": "2026-10-16"}
  • b1d7c8e95f39fc46 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-11-01", "value": "0.07759", "vintage": "2026-10-16"}
  • 98b4e8d58ee1ff61 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-12-01", "value": "0.073", "vintage": "2026-10-16"}
  • c0c055d7c162b688 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-01-01", "value": "0.06638", "vintage": "2026-10-16"}
  • fab05782093ada4d {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-02-01", "value": "0.06237", "vintage": "2026-10-16"}
  • d35ddc9f2ea11cb5 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-03-01", "value": "0.06072", "vintage": "2026-10-16"}
  • f93ca9270ae97ae8 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-04-01", "value": "0.0561", "vintage": "2026-09-17"}
  • a37f9acd4292b43e {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-05-01", "value": "0.05653", "vintage": "2026-09-17"}
  • ab76d9a9007ea9f6 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-06-01", "value": "0.05372", "vintage": "2026-09-17"}
  • 38d51834626fbc7d {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-07-01", "value": "0.04105", "vintage": "2026-10-16"}
  • 98b745fab1cbe71d {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-08-01", "value": "0.03962", "vintage": "2026-09-17"}
  • c93ddae64e666cc4 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-09-01", "value": "0.03661", "vintage": "2026-10-16"}
  • 7e9e954972c0467e {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-10-01", "value": "0.03247", "vintage": "2026-10-16"}
  • 90fb643c0e456f13 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-11-01", "value": "0.032", "vintage": "2026-08-12"}
  • 738ba60c80ad59b9 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-12-01", "value": "0.02498", "vintage": "2026-09-17"}
  • a18a535880e30111 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-01-01", "value": "0.02689", "vintage": "2026-08-12"}
  • 20711f4f00690703 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-02-01", "value": "0.02687", "vintage": "2026-08-12"}
  • cce62655676f01ef {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-03-01", "value": "0.0248", "vintage": "2026-08-12"}
  • 7f66c91c99ede9cd {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-04-01", "value": "0.02077", "vintage": "2026-09-17"}
  • 35b642961103db01 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-05-01", "value": "0.0227", "vintage": "2026-08-12"}
  • bdb9e592e6f8fc4b {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-06-01", "value": "0.01768", "vintage": "2026-08-12"}
  • 1353bec51a788f32 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-07-01", "value": "0.01672", "vintage": "2026-10-16"}
  • e61c27355e7d5bda {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-08-01", "value": "0.02259", "vintage": "2026-09-17"}
  • 447ea91e663535e2 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-09-01", "value": "0.01465", "vintage": "2026-09-17"}
  • bf1f4c0427e03a86 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-10-01", "value": "0.01558", "vintage": "2026-10-16"}
  • 72e23035ea3fbdf9 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-11-01", "value": "0.0155", "vintage": "2026-09-17"}
  • 2f476aa80ce1cf5e {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-12-01", "value": "0.01852", "vintage": "2026-10-16"}
  • 057495c3fc2e507f {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-01-01", "value": "0.01261", "vintage": "2026-09-17"}
  • e0342cc2753bc237 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-02-01", "value": "0.01066", "vintage": "2026-08-12"}
  • d1e9c7a1d1601852 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-03-01", "value": "0.007744", "vintage": "2026-10-16"}
  • 8492ae2b0708b907 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-04-01", "value": "0.006783", "vintage": "2026-09-17"}
  • 751b6b7f75c59790 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-05-01", "value": "0.006757", "vintage": "2026-10-16"}
  • a686f852df60e2be {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-06-01", "value": "0.002896", "vintage": "2026-10-16"}
  • 499b73b80cbd228c {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-07-01", "value": "0.004836", "vintage": "2026-10-16"}
  • a5fbf4611b63867c {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-08-01", "value": "0.001921", "vintage": "2026-10-16"}
  • 5e6562ba38cd4f84 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-09-01", "value": "0.004812", "vintage": "2026-10-16"}
  • 50e13e48c5ea5b7b {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-10-01", "value": "0.006711", "vintage": "2026-10-16"}
  • bc06453ca56813d8 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-11-01", "value": "0.00286", "vintage": "2026-10-16"}
  • 60918372a8748f5f {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-12-01", "value": "0.002871", "vintage": "2026-10-16"}
  • 839e8686441b0816 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-01-01", "value": "0.003828", "vintage": "2026-10-16"}
  • 4dc4d48ee673baac {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-02-01", "value": "0.003835", "vintage": "2026-10-16"}
  • d13880553f1ce858 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-03-01", "value": "0.002882", "vintage": "2026-10-16"}
  • 32897c5df3a55d77 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-04-01", "value": "0.00385", "vintage": "2026-10-16"}
  • c88314d8523bed88 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-05-01", "value": "-0.0009588", "vintage": "2026-10-16"}
  • 527c64737f8804e9 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-06-01", "value": "0.001925", "vintage": "2026-10-16"}
  • 4d79fb3dffa26b99 {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-07-01", "value": "0.00385", "vintage": "2026-10-16"}
  • 81618ddf69b1964f {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-08-01", "value": "-0.003835", "vintage": "2026-10-16"}
  • 7e0767459a34acaf {"column": "Quintile 5 (most exposed)", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-09-01", "value": "-0.004789", "vintage": "2026-10-16"}