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cait.ca_top_quartile_potential.claims.m

Source: California AI-Unemployment Tracker (CAIT) (California Policy Lab with California EDD) · California Policy Lab; monthly claims workbook, cited as the Lab suggests · CSV

Hyman, von Wachter et al. (2026), Tracking AI-Related Job Loss Using Unemployment Insurance Claims Data in California, California Policy Lab

idvaluegradeas of datepublished datetieraudited vs reportedextraction methodreview statusretrieved athttp statuscontent hashsupersedes idurlflags
50cf3e540913004963,345 claimsgrade B, evidence tier 62017-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3aca212ec3c2edf853,156 claimsgrade B, evidence tier 62017-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1ab560814bf0314454,435 claimsgrade B, evidence tier 62017-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d32bdeb2cef6de5553,976 claimsgrade B, evidence tier 62017-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
17bc1ed23b68151f54,657 claimsgrade B, evidence tier 62017-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c88e7c3639c5564c55,078 claimsgrade B, evidence tier 62017-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
684b3dcbe25f878055,832 claimsgrade B, evidence tier 62017-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c016d63b3653580953,254 claimsgrade B, evidence tier 62017-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
50fbff870275206d47,000 claimsgrade B, evidence tier 62017-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
b1df2f2c19f88bbc53,098 claimsgrade B, evidence tier 62017-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
16b3cb54dec03f7c50,042 claimsgrade B, evidence tier 62017-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
57803e67c35f65e048,934 claimsgrade B, evidence tier 62017-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
f41b5a9482709c6e63,436 claimsgrade B, evidence tier 62018-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
5464c3488da771d045,379 claimsgrade B, evidence tier 62018-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
39da9f4a651aeec550,544 claimsgrade B, evidence tier 62018-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
6fb4876f65f4e66253,217 claimsgrade B, evidence tier 62018-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
5463ba4b526ea0e654,014 claimsgrade B, evidence tier 62018-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
9544a3ed7413460250,567 claimsgrade B, evidence tier 62018-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
48c96560d7801c5d51,267 claimsgrade B, evidence tier 62018-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
945d3f15f4657a6848,744 claimsgrade B, evidence tier 62018-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
0ada48ecfd6583c141,256 claimsgrade B, evidence tier 62018-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
010f882c3cbf120a49,644 claimsgrade B, evidence tier 62018-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
73e775aaa40c041944,396 claimsgrade B, evidence tier 62018-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ff205f71a58d6a9349,396 claimsgrade B, evidence tier 62018-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
886ba1fd8568b05064,434 claimsgrade B, evidence tier 62019-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
5f47ba51c71b41a645,574 claimsgrade B, evidence tier 62019-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1c8874b1624e587d47,611 claimsgrade B, evidence tier 62019-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
359aef2bc344479249,941 claimsgrade B, evidence tier 62019-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d1051cfa0c8fd29f48,994 claimsgrade B, evidence tier 62019-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
711cb6a440f0d04546,792 claimsgrade B, evidence tier 62019-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
7c8fcfe8d0f0c49f50,082 claimsgrade B, evidence tier 62019-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
b0d5d13c9cfdc85646,097 claimsgrade B, evidence tier 62019-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ba0e4bbd447e93a143,206 claimsgrade B, evidence tier 62019-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
4c58d8169368275e46,361 claimsgrade B, evidence tier 62019-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ebbf824d4e486d1042,736 claimsgrade B, evidence tier 62019-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1ffd11bb54d1f14246,684 claimsgrade B, evidence tier 62019-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
14bea9c535049a7855,397 claimsgrade B, evidence tier 62020-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
62893f896ceb0c4a44,220 claimsgrade B, evidence tier 62020-02-292026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
9258630c7ef61fd5418,665 claimsgrade B, evidence tier 62020-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c84a40557f252c1a665,798 claimsgrade B, evidence tier 62020-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
cb2c5844e8ea6244295,413 claimsgrade B, evidence tier 62020-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
0d6dbeecb385df81307,708 claimsgrade B, evidence tier 62020-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
76fe99d2d0618b50290,116 claimsgrade B, evidence tier 62020-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
02d6fef827a1e0a9223,115 claimsgrade B, evidence tier 62020-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
cc16560c7b4f7f96225,642 claimsgrade B, evidence tier 62020-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
88c4f23dfb4528b7199,090 claimsgrade B, evidence tier 62020-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
4a1646cb386422d9197,186 claimsgrade B, evidence tier 62020-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
dc2ee1e8a1faa36e210,080 claimsgrade B, evidence tier 62020-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
139f2fe76e4dc848167,127 claimsgrade B, evidence tier 62021-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d135b9380d8dd7cf151,344 claimsgrade B, evidence tier 62021-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
e419a88359c1108e163,519 claimsgrade B, evidence tier 62021-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1178c368bacb369c184,847 claimsgrade B, evidence tier 62021-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
e06da70ddd444345139,265 claimsgrade B, evidence tier 62021-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ab59dc158c7842ff104,959 claimsgrade B, evidence tier 62021-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
2cb5f90b5e285fa5106,918 claimsgrade B, evidence tier 62021-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3e577ec96013929c106,867 claimsgrade B, evidence tier 62021-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
dc3f0ea15d1c575878,777 claimsgrade B, evidence tier 62021-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
418557007a71016665,214 claimsgrade B, evidence tier 62021-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
9b636daf965069d552,856 claimsgrade B, evidence tier 62021-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
2193240cd3876e1e53,511 claimsgrade B, evidence tier 62021-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
e92c7f2cbdd6325754,392 claimsgrade B, evidence tier 62022-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3e70da798dd69dc241,924 claimsgrade B, evidence tier 62022-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
fff7d3350d98583a47,717 claimsgrade B, evidence tier 62022-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3757c8024baeba8147,534 claimsgrade B, evidence tier 62022-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
764630cb52e567de56,788 claimsgrade B, evidence tier 62022-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
69a1c46008187a2361,716 claimsgrade B, evidence tier 62022-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1d0dfb719ce52f4549,348 claimsgrade B, evidence tier 62022-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3b0bfdadf0982a7850,812 claimsgrade B, evidence tier 62022-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
e505011232dfa94243,998 claimsgrade B, evidence tier 62022-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
66374e1a7095025146,757 claimsgrade B, evidence tier 62022-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
0d53699bd40c58bf49,160 claimsgrade B, evidence tier 62022-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
bd91799c08b0335a50,447 claimsgrade B, evidence tier 62022-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c800d89cd6f5d9e064,122 claimsgrade B, evidence tier 62023-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
2f9922b020d9c43652,900 claimsgrade B, evidence tier 62023-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
a89350d68f1215df57,048 claimsgrade B, evidence tier 62023-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
6849d6eae95f37b356,983 claimsgrade B, evidence tier 62023-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
117737d7f749fa4a63,991 claimsgrade B, evidence tier 62023-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d88ca1e49d236a3c65,025 claimsgrade B, evidence tier 62023-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
90c5c27143bfb51d63,412 claimsgrade B, evidence tier 62023-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c27318839d5dec7556,788 claimsgrade B, evidence tier 62023-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
9f676b373d5220cd50,154 claimsgrade B, evidence tier 62023-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
54dd0a781bb06ea856,795 claimsgrade B, evidence tier 62023-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3c1d4d8b034b426653,574 claimsgrade B, evidence tier 62023-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
f4c602a66914da8d52,459 claimsgrade B, evidence tier 62023-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d5ed603fcf60480f64,179 claimsgrade B, evidence tier 62024-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
7b9f04592bf4bcdc54,411 claimsgrade B, evidence tier 62024-02-292026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
24c27676fd725f1556,283 claimsgrade B, evidence tier 62024-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
77929542dd7b5d1757,612 claimsgrade B, evidence tier 62024-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
739d3e046935599956,708 claimsgrade B, evidence tier 62024-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
8bb60eaaf930bd5c57,633 claimsgrade B, evidence tier 62024-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d070b87183ef831657,935 claimsgrade B, evidence tier 62024-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ffb916f452e1169553,570 claimsgrade B, evidence tier 62024-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
63cc0efb560d01ce50,324 claimsgrade B, evidence tier 62024-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c92a4c1be393b3d153,874 claimsgrade B, evidence tier 62024-10-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
d6472c9addd6471c52,612 claimsgrade B, evidence tier 62024-11-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
2bd1d3e3e2aecc3353,952 claimsgrade B, evidence tier 62024-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
411aba41d0eefd0d60,257 claimsgrade B, evidence tier 62025-01-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
c3141afa7a09819954,163 claimsgrade B, evidence tier 62025-02-282026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
bff95f6a8ccfab2953,964 claimsgrade B, evidence tier 62025-03-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
0e9eb8d02b14b50756,938 claimsgrade B, evidence tier 62025-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
dfcdb3997b72268e54,569 claimsgrade B, evidence tier 62025-05-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
5c52f8adbacb0f4757,615 claimsgrade B, evidence tier 62025-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
82315b098d1a3aa457,089 claimsgrade B, evidence tier 62025-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1e07f1749ee4e3a451,790 claimsgrade B, evidence tier 62025-08-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
ef761cd6a14582d249,962 claimsgrade B, evidence tier 62025-09-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
e597455969ae5e9756,496 claimsgrade B, evidence tier 62025-10-312026-09-216reportedapiapproved2026-09-21 04:4720069e9468564ffa6f18e6a42fc95ecsource page
a8b88960dcb874c548,963 claimsgrade B, evidence tier 62025-11-302026-09-216reportedapiapproved2026-09-21 04:4720069e9468564ff23362c3555f8f45asource page
b43bff740abc59c154,889 claimsgrade B, evidence tier 62025-12-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
942af77f3cb04e9056,159 claimsgrade B, evidence tier 62026-01-312026-10-216reportedapiapproved2026-10-21 12:00200b26b9376330e75670685207d1801source page
012737b02a7c7cfb48,313 claimsgrade B, evidence tier 62026-02-282026-10-216reportedapiapproved2026-10-21 12:00200b26b9376330e337c73d9d52d314bsource page
dcdce1fc09339e3551,361 claimsgrade B, evidence tier 62026-03-312026-09-216reportedapiapproved2026-09-21 04:4720069e9468564ff7b66415c752f4843source page
eb3282424b0fcc9a52,898 claimsgrade B, evidence tier 62026-04-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
32b8fae2fcec380e50,639 claimsgrade B, evidence tier 62026-05-312026-10-216reportedapiapproved2026-10-21 12:00200b26b9376330e14ca8a23f3a7fee5source page
f03af856e9a4633353,419 claimsgrade B, evidence tier 62026-06-302026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
1fce2bb84f84940354,473 claimsgrade B, evidence tier 62026-07-312026-09-116reportedapiapproved2026-09-11 12:462005d6261dec851—source page
3f6ee9896039644948,775 claimsgrade B, evidence tier 62026-08-312026-09-216reportedapiapproved2026-09-21 04:4720069e9468564ff—source page
0b4410b81f5e90bb46,596 claimsgrade B, evidence tier 62026-09-302026-10-216reportedapiapproved2026-10-21 12:00200b26b9376330e—source page
Raw snippets and dispute text
  • 50cf3e5409130049 {"claims": "63345", "measure": "Eloundou", "month": "42736", "q_grp": "Top 25%"}
  • 3aca212ec3c2edf8 {"claims": "53156", "measure": "Eloundou", "month": "42767", "q_grp": "Top 25%"}
  • 1ab560814bf03144 {"claims": "54435", "measure": "Eloundou", "month": "42795", "q_grp": "Top 25%"}
  • d32bdeb2cef6de55 {"claims": "53976", "measure": "Eloundou", "month": "42826", "q_grp": "Top 25%"}
  • 17bc1ed23b68151f {"claims": "54657", "measure": "Eloundou", "month": "42856", "q_grp": "Top 25%"}
  • c88e7c3639c5564c {"claims": "55078", "measure": "Eloundou", "month": "42887", "q_grp": "Top 25%"}
  • 684b3dcbe25f8780 {"claims": "55832", "measure": "Eloundou", "month": "42917", "q_grp": "Top 25%"}
  • c016d63b36535809 {"claims": "53254", "measure": "Eloundou", "month": "42948", "q_grp": "Top 25%"}
  • 50fbff870275206d {"claims": "47000", "measure": "Eloundou", "month": "42979", "q_grp": "Top 25%"}
  • b1df2f2c19f88bbc {"claims": "53098", "measure": "Eloundou", "month": "43009", "q_grp": "Top 25%"}
  • 16b3cb54dec03f7c {"claims": "50042", "measure": "Eloundou", "month": "43040", "q_grp": "Top 25%"}
  • 57803e67c35f65e0 {"claims": "48934", "measure": "Eloundou", "month": "43070", "q_grp": "Top 25%"}
  • f41b5a9482709c6e {"claims": "63436", "measure": "Eloundou", "month": "43101", "q_grp": "Top 25%"}
  • 5464c3488da771d0 {"claims": "45379", "measure": "Eloundou", "month": "43132", "q_grp": "Top 25%"}
  • 39da9f4a651aeec5 {"claims": "50544", "measure": "Eloundou", "month": "43160", "q_grp": "Top 25%"}
  • 6fb4876f65f4e662 {"claims": "53217", "measure": "Eloundou", "month": "43191", "q_grp": "Top 25%"}
  • 5463ba4b526ea0e6 {"claims": "54014", "measure": "Eloundou", "month": "43221", "q_grp": "Top 25%"}
  • 9544a3ed74134602 {"claims": "50567", "measure": "Eloundou", "month": "43252", "q_grp": "Top 25%"}
  • 48c96560d7801c5d {"claims": "51267", "measure": "Eloundou", "month": "43282", "q_grp": "Top 25%"}
  • 945d3f15f4657a68 {"claims": "48744", "measure": "Eloundou", "month": "43313", "q_grp": "Top 25%"}
  • 0ada48ecfd6583c1 {"claims": "41256", "measure": "Eloundou", "month": "43344", "q_grp": "Top 25%"}
  • 010f882c3cbf120a {"claims": "49644", "measure": "Eloundou", "month": "43374", "q_grp": "Top 25%"}
  • 73e775aaa40c0419 {"claims": "44396", "measure": "Eloundou", "month": "43405", "q_grp": "Top 25%"}
  • ff205f71a58d6a93 {"claims": "49396", "measure": "Eloundou", "month": "43435", "q_grp": "Top 25%"}
  • 886ba1fd8568b050 {"claims": "64434", "measure": "Eloundou", "month": "43466", "q_grp": "Top 25%"}
  • 5f47ba51c71b41a6 {"claims": "45574", "measure": "Eloundou", "month": "43497", "q_grp": "Top 25%"}
  • 1c8874b1624e587d {"claims": "47611", "measure": "Eloundou", "month": "43525", "q_grp": "Top 25%"}
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