Datasets:
EconomicTermDevelopments
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degreeflation-economics

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id
int64
1
200
year
int64
2.01k
2.03k
degree_requirement_intensity
float64
0.09
0.96
credential_supply_pressure
float64
0
0.89
skill_mismatch
float64
0.09
0.79
wage_premium_decay
float64
0.11
0.75
entry_barrier
float64
0.05
0.8
underemployment_rate
float64
0
0.66
skills_based_hiring
float64
0.07
0.95
degreeflation_index
float64
0.2
0.69
101
2,015
0.776091
0.561508
0.355071
0.289375
0.54892
0.180394
0.158551
0.508195
102
2,018
0.616279
0.608809
0.660506
0.592934
0.358681
0.485215
0.580836
0.551331
103
2,013
0.735591
0.542506
0.440833
0.713068
0.495109
0.293713
0.698958
0.532926
104
2,025
0.82804
0.486442
0.432037
0.266132
0.438767
0.371602
0.338382
0.508772
105
2,011
0.544121
0.40088
0.406819
0.496461
0.368945
0.344774
0.680453
0.42615
106
2,010
0.457057
0.417379
0.334417
0.440873
0.411894
0.337283
0.761907
0.390608
107
2,013
0.722904
0.339495
0.505293
0.114247
0.557902
0.510472
0.558321
0.470439
108
2,014
0.549843
0.712875
0.339731
0.448701
0.295895
0.423809
0.724452
0.45553
109
2,012
0.510717
0.378524
0.424081
0.185231
0.411916
0.431303
0.374792
0.415934
110
2,020
0.399761
0.38313
0.337433
0.347282
0.364457
0.289026
0.377944
0.379333
111
2,021
0.630613
0.370592
0.600685
0.61288
0.646877
0.520777
0.665718
0.547129
112
2,011
0.28244
0.428098
0.346568
0.553286
0.385348
0.398363
0.485455
0.400811
113
2,026
0.449179
0.493717
0.421281
0.463549
0.456585
0.566886
0.860386
0.44425
114
2,020
0.576104
0.482484
0.46672
0.348782
0.427935
0.36804
0.519967
0.458401
115
2,018
0.768301
0.824312
0.556346
0.39208
0.412042
0.255575
0.494365
0.558262
116
2,022
0.229772
0
0.234447
0.143238
0.045658
0.290587
0.325235
0.198763
117
2,010
0.532584
0.376647
0.337854
0.400582
0.396228
0.492693
0.455023
0.435112
118
2,022
0.736895
0.489359
0.465429
0.383006
0.453025
0.407873
0.21071
0.529277
119
2,024
0.734987
0.404732
0.394524
0.229832
0.333025
0.069824
0.818427
0.376583
120
2,017
0.241538
0.297922
0.261619
0.251885
0.178683
0
0.355261
0.249693
121
2,018
0.961555
0.698177
0.647421
0.687934
0.616958
0.51073
0.563592
0.686492
122
2,015
0.299136
0.557664
0.329416
0.447137
0.162295
0.406188
0.275431
0.393789
123
2,021
0.799775
0.51681
0.561939
0.376006
0.751256
0.517979
0.509781
0.591747
124
2,012
0.590462
0.586811
0.690287
0.33086
0.477944
0.396392
0.516225
0.52193
125
2,026
0.431993
0.454133
0.413007
0.558619
0.438178
0.635237
0.537926
0.477887
126
2,012
0.614372
0.620658
0.408991
0.247638
0.468319
0.088564
0.629622
0.42811
127
2,024
0.668028
0.446382
0.597847
0.51898
0.54615
0.25924
0.289865
0.53772
128
2,018
0.476998
0.408328
0.47788
0.538132
0.51725
0.555173
0.438737
0.496468
129
2,019
0.8412
0.805613
0.493931
0.699088
0.548128
0.389859
0.136931
0.666606
130
2,023
0.684218
0.347201
0.193405
0.277539
0.45677
0.222229
0.22874
0.414512
131
2,010
0.698961
0.712373
0.576777
0.283769
0.605799
0.321648
0.595936
0.541519
132
2,024
0.606116
0.180987
0.499541
0.602456
0.472557
0.489027
0.194754
0.503712
133
2,008
0.666181
0.468694
0.523009
0.390679
0.455218
0.415118
0.514834
0.498962
134
2,019
0.758187
0.546647
0.717151
0.596087
0.538883
0.573176
0.343556
0.634037
135
2,023
0.419783
0.339972
0.265927
0.252377
0.442958
0.201322
0.81362
0.317316
136
2,019
0.282684
0.437714
0.422478
0.267088
0.29285
0.364395
0.172465
0.382489
137
2,013
0.692459
0.334221
0.564754
0.325859
0.477592
0.414373
0.554015
0.480214
138
2,017
0.489662
0.487739
0.394271
0.344673
0.513516
0.527509
0.322017
0.47674
139
2,026
0.585864
0.549991
0.238492
0.440032
0.513196
0.290036
0.169674
0.478013
140
2,011
0.305577
0.489618
0.339081
0.359865
0.421134
0.580896
0.660287
0.399932
141
2,019
0.686532
0.684332
0.490003
0.432061
0.354521
0.369596
0.64333
0.508206
142
2,011
0.850731
0.636182
0.785059
0.328683
0.552276
0.441509
0.656523
0.601338
143
2,015
0.632154
0.757156
0.595373
0.600755
0.332724
0.629171
0.37736
0.598834
144
2,021
0.477388
0.62669
0.550671
0.426933
0.413675
0.423119
0.456468
0.495797
145
2,019
0.877724
0.354913
0.544168
0.215945
0.688607
0.200026
0.282074
0.527472
146
2,022
0.653783
0.525837
0.569422
0.373356
0.41656
0.336293
0.19517
0.521328
147
2,026
0.489578
0.508594
0.613072
0.547268
0.647793
0.623884
0.440614
0.564308
148
2,013
0.599572
0.594757
0.273644
0.386352
0.474408
0.28782
0.403189
0.461648
149
2,025
0.676547
0.551219
0.608798
0.584993
0.55377
0.50708
0.526618
0.579059
150
2,019
0.484263
0.166965
0.293709
0.364947
0.451363
0.361173
0.162452
0.395188
151
2,012
0.864752
0.777519
0.604452
0.651018
0.531362
0.291048
0.744988
0.614926
152
2,022
0.733759
0.444515
0.553285
0.29868
0.554099
0.170915
0.420398
0.492667
153
2,017
0.771875
0.564867
0.765116
0.461981
0.568589
0.650482
0.258306
0.648845
154
2,020
0.762957
0.597958
0.441196
0.388078
0.384442
0.524766
0.639799
0.518797
155
2,026
0.462381
0.337375
0.663805
0.237947
0.440757
0.330195
0.406582
0.43478
156
2,015
0.614999
0.761195
0.445384
0.466566
0.400081
0.237823
0.410284
0.513099
157
2,010
0.761611
0.498226
0.314873
0.295424
0.49954
0.551243
0.113672
0.530769
158
2,023
0.756112
0.692608
0.516584
0.435912
0.61239
0.421424
0.814859
0.556837
159
2,008
0.192143
0.082199
0.262888
0.230789
0.335303
0.31436
0.76231
0.229634
160
2,021
0.55923
0.388037
0.433969
0.483266
0.25606
0.44343
0.490148
0.440872
161
2,025
0.331361
0.368042
0.468619
0.319143
0.449555
0.4266
0.256789
0.418405
162
2,008
0.537691
0.594114
0.308846
0.532824
0.522215
0.266268
0.314023
0.486548
163
2,019
0.781016
0.641854
0.561458
0.416368
0.480744
0.390578
0.386947
0.570242
164
2,010
0.363516
0.48676
0.305106
0.420267
0.263514
0.421884
0.402733
0.393538
165
2,019
0.413203
0.555242
0.315478
0.700426
0.301163
0.460753
0.657011
0.444908
166
2,019
0.619866
0.605151
0.476431
0.412792
0.418987
0.392988
0.471859
0.502885
167
2,014
0.732089
0.405478
0.369405
0.36767
0.54144
0.240615
0.295706
0.482892
168
2,017
0.49286
0.201702
0.263366
0.484325
0.282747
0.487339
0.4618
0.38191
169
2,009
0.813025
0.319105
0.501491
0.460065
0.443597
0.543465
0.647684
0.513814
170
2,020
0.634538
0.558021
0.442564
0.304958
0.461163
0.30964
0.140126
0.500205
171
2,017
0.467001
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0.374116
0.362203
0.423787
0.179652
0.941051
0.329779
172
2,021
0.696049
0.36047
0.459194
0.49873
0.491632
0.390316
0.193284
0.520382
173
2,011
0.709614
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0.390477
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0.407837
0.553768
174
2,011
0.42511
0.681893
0.50515
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0.531148
0.773338
0.496844
175
2,026
0.794023
0.690248
0.646252
0.392042
0.632143
0.295941
0.522326
0.589757
176
2,010
0.789457
0.534717
0.640287
0.577929
0.672977
0.414913
0.40387
0.618499
177
2,008
0.728391
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0.195921
0.281048
0.472669
0.055365
0.56357
0.368001
178
2,026
0.331804
0.434568
0.232993
0.459257
0.300998
0.319689
0.489306
0.358824
179
2,018
0.653017
0.397712
0.482384
0.491217
0.450079
0.345106
0.95158
0.448486
180
2,010
0.454082
0.261095
0.365975
0.409144
0.434967
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0.66356
0.372785
181
2,024
0.363009
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0.423344
0.34485
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0.345042
0.375552
182
2,024
0.328761
0.419917
0.460295
0.420096
0.304116
0.15586
0.636341
0.355772
183
2,016
0.556874
0.495474
0.353993
0.416532
0.572722
0.37512
0.493827
0.471293
184
2,025
0.242993
0.137274
0.339202
0.281982
0.266395
0.21817
0.76587
0.246518
185
2,008
0.651928
0.622081
0.505867
0.588157
0.555027
0.443867
0.443566
0.568682
186
2,017
0.689859
0.569526
0.42721
0.513118
0.651886
0.378378
0.544624
0.542386
187
2,023
0.716744
0.415733
0.59447
0.336489
0.566081
0.447492
0.360422
0.536206
188
2,009
0.315023
0.433879
0.376566
0.459815
0.269018
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0.11132
0.420757
189
2,020
0.73317
0.654511
0.553547
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0.239023
0.607485
190
2,014
0.948485
0.894286
0.685247
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0.534416
0.538148
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0.686904
191
2,016
0.747905
0.565854
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0.291357
0.486372
0.340612
0.595328
0.525569
192
2,009
0.331845
0.51046
0.526871
0.480597
0.653209
0.210728
0.297616
0.472553
193
2,012
0.646511
0.714294
0.462132
0.409733
0.472438
0.580468
0.684362
0.535942
194
2,025
0.370852
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0.456304
0.538984
0.400394
0.346838
0.421662
0.458471
195
2,017
0.418946
0.241853
0.371945
0.222958
0.370324
0.354394
0.734391
0.328832
196
2,019
0.806149
0.584809
0.603238
0.551372
0.604345
0.548739
0.187371
0.643977
197
2,018
0.87397
0.805726
0.499139
0.467727
0.689345
0.430143
0.65094
0.625105
198
2,014
0.662709
0.547163
0.531056
0.421984
0.528922
0.452668
0.6371
0.521536
199
2,023
0.732465
0.595542
0.532177
0.389975
0.617223
0.314408
0.623781
0.535762
200
2,024
0.561
0.498581
0.418664
0.452473
0.424176
0.372286
0.440084
0.471157