Skip to content
Slow Variables
Ask

Indicators / series

yale_budget_lab_data.recent_vs_older_grads.occupation_dissimilarity_pp.m

Source: Budget Lab at Yale AI labour-market tracker (dissimilarity index chart data) (Yale University) · Budget Lab; data reproduced with attribution · CSV

The Budget Lab at Yale

idvaluegradeas of datepublished datetieraudited vs reportedextraction methodreview statusretrieved athttp statuscontent hashsupersedes idurlflags
59a9945dc6193cb332.0 ppgrade C, evidence tier 62021-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
fe70beae78d1f6f032.6 ppgrade C, evidence tier 62021-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
3d038566a00038e132.3 ppgrade C, evidence tier 62021-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
96014704c45c984231.5 ppgrade C, evidence tier 62021-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
d118f9ad0667be3831.3 ppgrade C, evidence tier 62021-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
4eace37c2fa3be4833.5 ppgrade C, evidence tier 62021-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ee112dca4e32962334.2 ppgrade C, evidence tier 62021-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ef7acf002fcb2db733.3 ppgrade C, evidence tier 62021-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ef47cfca6a03042d32.2 ppgrade C, evidence tier 62021-09-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
51d7dfad3f6243bf31.0 ppgrade C, evidence tier 62021-10-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
dbc23e1cb46d6afc31.4 ppgrade C, evidence tier 62021-11-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
5c0bd05806ebd1a531.0 ppgrade C, evidence tier 62021-12-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
46afc213472a4c2231.3 ppgrade C, evidence tier 62022-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
3f89e4577500ad5830.1 ppgrade C, evidence tier 62022-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
5bcc76b4c2f0d97130.8 ppgrade C, evidence tier 62022-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
b2502a64c45a046530.8 ppgrade C, evidence tier 62022-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
09467778029b7e7c30.5 ppgrade C, evidence tier 62022-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
aca08eb2bdb68f1331.2 ppgrade C, evidence tier 62022-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
7f5c2964f9cf029330.9 ppgrade C, evidence tier 62022-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
e26d7529f1da0b1732.4 ppgrade C, evidence tier 62022-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
25b9dbcb1faadb5d31.8 ppgrade C, evidence tier 62022-09-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
24abd1aad18941fb30.2 ppgrade C, evidence tier 62022-10-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
aaa0b5549e72049430.3 ppgrade C, evidence tier 62022-11-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
bff1b41a2174d8c430.5 ppgrade C, evidence tier 62022-12-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
2b5643799bdce22a29.2 ppgrade C, evidence tier 62023-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
4440fd309683466429.1 ppgrade C, evidence tier 62023-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
2812b286e610f7b729.7 ppgrade C, evidence tier 62023-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
572b4a4a1eedbe6d31.0 ppgrade C, evidence tier 62023-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
de58307acf05d77a30.9 ppgrade C, evidence tier 62023-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
9b08a561d5ccc79f31.0 ppgrade C, evidence tier 62023-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
70c029cb1d7af63e31.3 ppgrade C, evidence tier 62023-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
2c7b34961071fef832.7 ppgrade C, evidence tier 62023-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
5e49e60fb57b54dd33.0 ppgrade C, evidence tier 62023-09-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
159f869e8503e2b433.2 ppgrade C, evidence tier 62023-10-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
f1efc70deec1c18a33.5 ppgrade C, evidence tier 62023-11-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
3c6441e617ff1f1333.6 ppgrade C, evidence tier 62023-12-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
538428945161f82733.6 ppgrade C, evidence tier 62024-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
85c7193f141329ae32.4 ppgrade C, evidence tier 62024-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
7dda8e40a05ff3e630.7 ppgrade C, evidence tier 62024-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
620c4c0d047f747d30.8 ppgrade C, evidence tier 62024-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
205847c33500b0fb31.1 ppgrade C, evidence tier 62024-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
3ec94c821b3a609633.0 ppgrade C, evidence tier 62024-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
8afafebe62e58e0333.8 ppgrade C, evidence tier 62024-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ccf3006d2e79ad1434.0 ppgrade C, evidence tier 62024-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ad0c56a8695d8dc133.1 ppgrade C, evidence tier 62024-09-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
ef9e0b6875c18bb332.3 ppgrade C, evidence tier 62024-10-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
d32a00843ff396ab31.0 ppgrade C, evidence tier 62024-11-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
6b29d1a1c05cf0d531.1 ppgrade C, evidence tier 62024-12-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
35e8f41c9060841632.3 ppgrade C, evidence tier 62025-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
22011323657113ad32.7 ppgrade C, evidence tier 62025-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
fce6a47fe26b5c1434.1 ppgrade C, evidence tier 62025-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
8a8eb650a06b3e8733.9 ppgrade C, evidence tier 62025-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
541101a9c325b0a933.0 ppgrade C, evidence tier 62025-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
28fa9039c1e2bd3833.1 ppgrade C, evidence tier 62025-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
0712d76900fed41133.3 ppgrade C, evidence tier 62025-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
fa4c2c39569939a932.5 ppgrade C, evidence tier 62025-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
909eab37b1125e8631.8 ppgrade C, evidence tier 62025-09-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
d075a9538b0f42f432.9 ppgrade C, evidence tier 62025-11-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
0dd86e4a4032ab5732.8 ppgrade C, evidence tier 62025-12-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
d3b557513849130931.1 ppgrade C, evidence tier 62026-01-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
b64f2d48fc10574932.9 ppgrade C, evidence tier 62026-02-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
2df03c964b73bed934.0 ppgrade C, evidence tier 62026-03-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
c1b1e62e52151ccb35.0 ppgrade C, evidence tier 62026-04-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
9479d4f0f3c93f9234.4 ppgrade C, evidence tier 62026-05-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
482ceae058ad779a34.0 ppgrade C, evidence tier 62026-06-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
769e1df308e59b2234.0 ppgrade C, evidence tier 62026-07-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
92a6dd0e0368df1f33.5 ppgrade C, evidence tier 62026-08-012026-09-236estimatedapiapproved2026-09-23 01:28200015593a2fcd9—source page
9d4a76a42cf3aab734.4 ppgrade C, evidence tier 62026-09-012026-10-156estimatedapiapproved2026-10-15 11:40200b05787720293—source page
Raw snippets and dispute text
  • 59a9945dc6193cb3 Dissimilarity 2021-01-02: 32.0135
  • fe70beae78d1f6f0 Dissimilarity 2021-02-02: 32.5509
  • 3d038566a00038e1 Dissimilarity 2021-03-02: 32.335
  • 96014704c45c9842 Dissimilarity 2021-04-02: 31.4859
  • d118f9ad0667be38 Dissimilarity 2021-05-02: 31.2741
  • 4eace37c2fa3be48 Dissimilarity 2021-06-02: 33.4893
  • ee112dca4e329623 Dissimilarity 2021-07-02: 34.2133
  • ef7acf002fcb2db7 Dissimilarity 2021-08-02: 33.2965
  • ef47cfca6a03042d Dissimilarity 2021-09-02: 32.179
  • 51d7dfad3f6243bf Dissimilarity 2021-10-02: 31.0285
  • dbc23e1cb46d6afc Dissimilarity 2021-11-02: 31.399
  • 5c0bd05806ebd1a5 Dissimilarity 2021-12-02: 30.9515
  • 46afc213472a4c22 Dissimilarity 2022-01-02: 31.3227
  • 3f89e4577500ad58 Dissimilarity 2022-02-02: 30.0757
  • 5bcc76b4c2f0d971 Dissimilarity 2022-03-02: 30.8142
  • b2502a64c45a0465 Dissimilarity 2022-04-02: 30.7724
  • 09467778029b7e7c Dissimilarity 2022-05-02: 30.5029
  • aca08eb2bdb68f13 Dissimilarity 2022-06-02: 31.1518
  • 7f5c2964f9cf0293 Dissimilarity 2022-07-02: 30.9388
  • e26d7529f1da0b17 Dissimilarity 2022-08-02: 32.3683
  • 25b9dbcb1faadb5d Dissimilarity 2022-09-02: 31.7934
  • 24abd1aad18941fb Dissimilarity 2022-10-02: 30.168
  • aaa0b5549e720494 Dissimilarity 2022-11-02: 30.3113
  • bff1b41a2174d8c4 Dissimilarity 2022-12-02: 30.4515
  • 2b5643799bdce22a Dissimilarity 2023-01-02: 29.1563
  • 4440fd3096834664 Dissimilarity 2023-02-02: 29.1185
  • 2812b286e610f7b7 Dissimilarity 2023-03-02: 29.693
  • 572b4a4a1eedbe6d Dissimilarity 2023-04-02: 30.9988
  • de58307acf05d77a Dissimilarity 2023-05-02: 30.9084
  • 9b08a561d5ccc79f Dissimilarity 2023-06-02: 30.9715
  • 70c029cb1d7af63e Dissimilarity 2023-07-02: 31.2532
  • 2c7b34961071fef8 Dissimilarity 2023-08-02: 32.6803
  • 5e49e60fb57b54dd Dissimilarity 2023-09-02: 33.0067
  • 159f869e8503e2b4 Dissimilarity 2023-10-02: 33.242
  • f1efc70deec1c18a Dissimilarity 2023-11-02: 33.4653
  • 3c6441e617ff1f13 Dissimilarity 2023-12-02: 33.6152
  • 538428945161f827 Dissimilarity 2024-01-02: 33.6417
  • 85c7193f141329ae Dissimilarity 2024-02-02: 32.4344
  • 7dda8e40a05ff3e6 Dissimilarity 2024-03-02: 30.7416
  • 620c4c0d047f747d Dissimilarity 2024-04-02: 30.8045
  • 205847c33500b0fb Dissimilarity 2024-05-02: 31.061
  • 3ec94c821b3a6096 Dissimilarity 2024-06-02: 32.9999
  • 8afafebe62e58e03 Dissimilarity 2024-07-02: 33.818
  • ccf3006d2e79ad14 Dissimilarity 2024-08-02: 33.9884
  • ad0c56a8695d8dc1 Dissimilarity 2024-09-02: 33.1383
  • ef9e0b6875c18bb3 Dissimilarity 2024-10-02: 32.3104
  • d32a00843ff396ab Dissimilarity 2024-11-02: 30.9918
  • 6b29d1a1c05cf0d5 Dissimilarity 2024-12-02: 31.1477
  • 35e8f41c90608416 Dissimilarity 2025-01-02: 32.3067
  • 22011323657113ad Dissimilarity 2025-02-02: 32.6796
  • fce6a47fe26b5c14 Dissimilarity 2025-03-02: 34.0626
  • 8a8eb650a06b3e87 Dissimilarity 2025-04-02: 33.9048
  • 541101a9c325b0a9 Dissimilarity 2025-05-02: 32.9771
  • 28fa9039c1e2bd38 Dissimilarity 2025-06-02: 33.0717
  • 0712d76900fed411 Dissimilarity 2025-07-02: 33.3396
  • fa4c2c39569939a9 Dissimilarity 2025-08-02: 32.4866
  • 909eab37b1125e86 Dissimilarity 2025-09-02: 31.7864
  • d075a9538b0f42f4 Dissimilarity 2025-11-02: 32.8983
  • 0dd86e4a4032ab57 Dissimilarity 2025-12-02: 32.8243
  • d3b5575138491309 Dissimilarity 2026-01-02: 31.0587
  • b64f2d48fc105749 Dissimilarity 2026-02-02: 32.9404
  • 2df03c964b73bed9 Dissimilarity 2026-03-02: 33.9549
  • c1b1e62e52151ccb Dissimilarity 2026-04-02: 35.029
  • 9479d4f0f3c93f92 Dissimilarity 2026-05-02: 34.3648
  • 482ceae058ad779a Dissimilarity 2026-06-02: 34.0095
  • 769e1df308e59b22 Dissimilarity 2026-07-02: 33.9584
  • 92a6dd0e0368df1f Dissimilarity 2026-08-02: 33.5484
  • 9d4a76a42cf3aab7 Dissimilarity 2026-09-02: 34.4379