Indicators / series
canaries.us_exposure_q3.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
| id | value | grade | as of date | published date | tier | audited vs reported | extraction method | review status | retrieved at | http status | content hash | supersedes id | url | flags |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2ee16aafe3331c26 | 8.2% | grade B, evidence tier 6 | 2022-08-31 | 2026-08-12 | 6 | reported | api | approved | 2026-09-11 12:46 | 200 | 64c48834a8a9 | — | source page | |
| c1061b88dace3939 | 9.0% | grade B, evidence tier 6 | 2022-09-30 | 2026-09-17 | 6 | reported | api | approved | 2026-09-23 11:47 | 200 | 12b33fb846d5 | 8df4478693d320c9 | source page | |
| 1aee403fd9ed50d9 | 8.0% | grade B, evidence tier 6 | 2022-10-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 649fcb5d1023a896 | source page | |
| f06e4ce19a3f199c | 7.2% | grade B, evidence tier 6 | 2022-11-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 63abdc2cd0bcc5c4 | source page | |
| 21ed49f759219c00 | 6.3% | grade B, evidence tier 6 | 2022-12-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | a7a8268cfe23b89c | source page | |
| 8beb9be8559d7cf2 | 6.9% | grade B, evidence tier 6 | 2023-01-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 80577ce77f4ad8d5 | source page | |
| 3b458688bc1f7cfd | 7.0% | grade B, evidence tier 6 | 2023-02-28 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 23be2f4e2411f649 | source page | |
| 69887b7987a606a3 | 7.2% | grade B, evidence tier 6 | 2023-03-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 661ea91de23e674e | source page | |
| 1a1de98c0cadcfe3 | 6.8% | grade B, evidence tier 6 | 2023-04-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 7ccc1a10b5d69fd0 | source page | |
| 6bd20c2434f4d425 | 7.2% | grade B, evidence tier 6 | 2023-05-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | b144ebfc10a7da46 | source page | |
| aa3e2a7dc17ab59e | 7.5% | grade B, evidence tier 6 | 2023-06-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 5abbb7d045383f42 | source page | |
| e46c55b0f66ad559 | 5.7% | grade B, evidence tier 6 | 2023-07-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | a5da3a1782901e9f | source page | |
| b8f450b44a707027 | 5.8% | grade B, evidence tier 6 | 2023-08-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 6d4df0e9630205b6 | source page | |
| 19a4029f3c4e4769 | 5.7% | grade B, evidence tier 6 | 2023-09-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 59e630905eecc34a | source page | |
| 496bda4ef8e2cd5e | 5.2% | grade B, evidence tier 6 | 2023-10-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 5bf153a929386730 | source page | |
| 325f0f19633a698f | 5.6% | grade B, evidence tier 6 | 2023-11-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | abf75e7c41df3809 | source page | |
| 28b00d53ef32935c | 4.7% | grade B, evidence tier 6 | 2023-12-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | e865b3dd6bc884ab | source page | |
| 29a8c38a72a6e507 | 4.8% | grade B, evidence tier 6 | 2024-01-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 4dace38c8c05b3b4 | source page | |
| c543813181586de4 | 4.3% | grade B, evidence tier 6 | 2024-02-29 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 8fbacb288412dfec | source page | |
| d9c2195d2c470d03 | 4.2% | grade B, evidence tier 6 | 2024-03-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 9e64baaee0d9791e | source page | |
| d8b6247808f789f5 | 3.6% | grade B, evidence tier 6 | 2024-04-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | e2331bc9d1d64f8a | source page | |
| 5069b991e8be88ff | 4.2% | grade B, evidence tier 6 | 2024-05-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | cb6e226ec2139f67 | source page | |
| e7c7199da0e6e194 | 3.0% | grade B, evidence tier 6 | 2024-06-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 9e9711dbbc9029f8 | source page | |
| f4b48a9224ff57b7 | 3.4% | grade B, evidence tier 6 | 2024-07-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | ccefbc1aa12794f5 | source page | |
| f7a14e70bf97559f | 4.2% | grade B, evidence tier 6 | 2024-08-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | b608605aebf8385b | source page | |
| fffe90a069d06577 | 2.3% | grade B, evidence tier 6 | 2024-09-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 98cd5946cabb21f4 | source page | |
| 22808a2972e55794 | 2.7% | grade B, evidence tier 6 | 2024-10-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 452bfa4980027157 | source page | |
| 0395101eeb41f4e0 | 4.2% | grade B, evidence tier 6 | 2024-11-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | be6f563a95573e13 | source page | |
| db2ff9b7744bd497 | 3.7% | grade B, evidence tier 6 | 2024-12-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 6d2937d21e93c7e2 | source page | |
| 1a43cbbc8e05f89c | 3.7% | grade B, evidence tier 6 | 2025-01-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | bb7ddb98c5bdea9b | source page | |
| b99367c663958eb0 | 3.4% | grade B, evidence tier 6 | 2025-02-28 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 40987a6af517f009 | source page | |
| 8af6336fe76e4296 | 2.6% | grade B, evidence tier 6 | 2025-03-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | ec00f05cdbf70c80 | source page | |
| db020a0b4f799d23 | 2.8% | grade B, evidence tier 6 | 2025-04-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | b252467dc103a83b | source page | |
| 4c16cc401cc0b44d | 2.7% | grade B, evidence tier 6 | 2025-05-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 6362f8239827de30 | source page | |
| af90739cdbedbf17 | 2.3% | grade B, evidence tier 6 | 2025-06-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 27e919afa439e2c6 | source page | |
| 0ca2b9c0086973e0 | 2.6% | grade B, evidence tier 6 | 2025-07-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 5efdca12cae00659 | source page | |
| 7783f03bee344ec1 | 2.5% | grade B, evidence tier 6 | 2025-08-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | aa57609553514c6c | source page | |
| 05f2067bcddd37b4 | 2.5% | grade B, evidence tier 6 | 2025-09-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 97208ed0697f8967 | source page | |
| bc6f9bbf5d75f287 | 3.4% | grade B, evidence tier 6 | 2025-10-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 263607457444a65e | source page | |
| 0d560fb03e587613 | 1.5% | grade B, evidence tier 6 | 2025-11-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | cf5c76d299f11ac2 | source page | |
| 851a015f1c92c16d | 2.0% | grade B, evidence tier 6 | 2025-12-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 920798cebca9de09 | source page | |
| e2b06d5b1f3a6b71 | 1.8% | grade B, evidence tier 6 | 2026-01-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | dbf591e198be6c23 | source page | |
| 683541ad3c363f23 | 1.8% | grade B, evidence tier 6 | 2026-02-28 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | a6c3f75967496ee6 | source page | |
| 09450709cc273118 | 2.2% | grade B, evidence tier 6 | 2026-03-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 6f67485f81c3f351 | source page | |
| 51f9a7850dbc6cfc | 2.3% | grade B, evidence tier 6 | 2026-04-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | b4419fac7d83026b | source page | |
| fb87cc50e49fb003 | 2.0% | grade B, evidence tier 6 | 2026-05-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 64c7601209281b6e | source page | |
| 9b96ec2ef9d6ad2f | 2.6% | grade B, evidence tier 6 | 2026-06-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 77beadcae62368ee | source page | |
| 1d09f148db607094 | 2.7% | grade B, evidence tier 6 | 2026-07-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | 987840005a41698e | source page | |
| a837c6163b132392 | 1.1% | grade B, evidence tier 6 | 2026-08-31 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | f7c06aa49d328631 | source page | |
| 8c28017ed0bec434 | 1.4% | grade B, evidence tier 6 | 2026-09-30 | 2026-10-16 | 6 | reported | api | approved | 2026-10-21 12:00 | 200 | 5ffa9b72b90d | — | source page |
Raw snippets and dispute text
- 2ee16aafe3331c26 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-08-01", "value": "0.08237", "vintage": "2026-08-12"}
- c1061b88dace3939 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-09-01", "value": "0.09044", "vintage": "2026-09-17"}
- 1aee403fd9ed50d9 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-10-01", "value": "0.07968", "vintage": "2026-10-16"}
- f06e4ce19a3f199c {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-11-01", "value": "0.0717", "vintage": "2026-10-16"}
- 21ed49f759219c00 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2022-12-01", "value": "0.06307", "vintage": "2026-10-16"}
- 8beb9be8559d7cf2 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-01-01", "value": "0.0685", "vintage": "2026-10-16"}
- 3b458688bc1f7cfd {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-02-01", "value": "0.06987", "vintage": "2026-10-16"}
- 69887b7987a606a3 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-03-01", "value": "0.07181", "vintage": "2026-10-16"}
- 1a1de98c0cadcfe3 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-04-01", "value": "0.06807", "vintage": "2026-10-16"}
- 6bd20c2434f4d425 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-05-01", "value": "0.07215", "vintage": "2026-10-16"}
- aa3e2a7dc17ab59e {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-06-01", "value": "0.07516", "vintage": "2026-10-16"}
- e46c55b0f66ad559 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-07-01", "value": "0.05682", "vintage": "2026-10-16"}
- b8f450b44a707027 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-08-01", "value": "0.05816", "vintage": "2026-10-16"}
- 19a4029f3c4e4769 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-09-01", "value": "0.05719", "vintage": "2026-10-16"}
- 496bda4ef8e2cd5e {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-10-01", "value": "0.05152", "vintage": "2026-10-16"}
- 325f0f19633a698f {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-11-01", "value": "0.056", "vintage": "2026-10-16"}
- 28b00d53ef32935c {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2023-12-01", "value": "0.04663", "vintage": "2026-10-16"}
- 29a8c38a72a6e507 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-01-01", "value": "0.04786", "vintage": "2026-10-16"}
- c543813181586de4 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-02-01", "value": "0.04274", "vintage": "2026-10-16"}
- d9c2195d2c470d03 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-03-01", "value": "0.04163", "vintage": "2026-10-16"}
- d8b6247808f789f5 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-04-01", "value": "0.03557", "vintage": "2026-10-16"}
- 5069b991e8be88ff {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-05-01", "value": "0.04249", "vintage": "2026-10-16"}
- e7c7199da0e6e194 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-06-01", "value": "0.03039", "vintage": "2026-10-16"}
- f4b48a9224ff57b7 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-07-01", "value": "0.03366", "vintage": "2026-10-16"}
- f7a14e70bf97559f {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-08-01", "value": "0.04228", "vintage": "2026-10-16"}
- fffe90a069d06577 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-09-01", "value": "0.02314", "vintage": "2026-10-16"}
- 22808a2972e55794 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-10-01", "value": "0.02685", "vintage": "2026-10-16"}
- 0395101eeb41f4e0 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-11-01", "value": "0.04167", "vintage": "2026-10-16"}
- db2ff9b7744bd497 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2024-12-01", "value": "0.03697", "vintage": "2026-10-16"}
- 1a43cbbc8e05f89c {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-01-01", "value": "0.03711", "vintage": "2026-10-16"}
- b99367c663958eb0 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-02-01", "value": "0.03432", "vintage": "2026-10-16"}
- 8af6336fe76e4296 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-03-01", "value": "0.02569", "vintage": "2026-10-16"}
- db020a0b4f799d23 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-04-01", "value": "0.02767", "vintage": "2026-10-16"}
- 4c16cc401cc0b44d {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-05-01", "value": "0.02654", "vintage": "2026-10-16"}
- af90739cdbedbf17 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-06-01", "value": "0.02284", "vintage": "2026-10-16"}
- 0ca2b9c0086973e0 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-07-01", "value": "0.02586", "vintage": "2026-10-16"}
- 7783f03bee344ec1 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-08-01", "value": "0.02547", "vintage": "2026-10-16"}
- 05f2067bcddd37b4 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-09-01", "value": "0.02545", "vintage": "2026-10-16"}
- bc6f9bbf5d75f287 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-10-01", "value": "0.03361", "vintage": "2026-10-16"}
- 0d560fb03e587613 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-11-01", "value": "0.01455", "vintage": "2026-10-16"}
- 851a015f1c92c16d {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2025-12-01", "value": "0.02011", "vintage": "2026-10-16"}
- e2b06d5b1f3a6b71 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-01-01", "value": "0.01835", "vintage": "2026-10-16"}
- 683541ad3c363f23 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-02-01", "value": "0.01843", "vintage": "2026-10-16"}
- 09450709cc273118 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-03-01", "value": "0.02226", "vintage": "2026-10-16"}
- 51f9a7850dbc6cfc {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-04-01", "value": "0.02321", "vintage": "2026-10-16"}
- fb87cc50e49fb003 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-05-01", "value": "0.02031", "vintage": "2026-10-16"}
- 9b96ec2ef9d6ad2f {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-06-01", "value": "0.02605", "vintage": "2026-10-16"}
- 1d09f148db607094 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-07-01", "value": "0.02708", "vintage": "2026-10-16"}
- a837c6163b132392 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-08-01", "value": "0.01104", "vintage": "2026-10-16"}
- 8c28017ed0bec434 {"column": "Quintile 3", "file": "canaries_by_exposure_yoy_change.csv", "observation_date": "2026-09-01", "value": "0.01379", "vintage": "2026-10-16"}