Datasets:
EconomicTermDevelopments
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slackflation-economics

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id
int64
1
200
quarter
int64
1
40
unemployment_gap
float64
-1.68
2.92
vacancy_rate
float64
2.25
6.49
nominal_wage_growth
float64
2.5
4.75
inflation_expectations
float64
0.87
4.57
import_cost_shock
float64
-1.05
1.39
productivity_growth
float64
-0.03
3.99
core_inflation
float64
2.06
3.74
slackflation_index
float64
0.3
0.73
1
10
-0.084092
4.715804
3.684599
2.861259
-0.380255
1.849251
2.9129
0.461802
2
22
1.885006
6.491368
4.110515
2.260837
-0.049665
0.072061
2.760716
0.64554
3
3
0.805337
3.895322
3.226955
2.927585
0.300749
1.049885
3.191701
0.522172
4
15
0.025993
4.709483
3.620199
2.875619
1.081003
1.484007
3.109767
0.576255
5
17
1.696747
4.266568
3.07983
2.647335
0.200455
2.504123
2.715206
0.476392
6
26
0.668082
4.458983
3.362526
2.689063
0.202973
1.778879
3.033245
0.497385
7
35
0.643275
3.907859
3.055384
2.516935
0.407873
1.498415
2.633789
0.450933
8
40
1.565198
5.309773
3.757109
2.440643
0.491438
1.735773
2.787601
0.579449
9
40
0.142032
4.407126
3.699829
2.143212
-0.294855
1.687277
2.671671
0.422252
10
19
2.532082
4.590116
3.488399
2.324233
-0.05771
1.424001
2.562048
0.532531
11
9
1.30468
2.248635
2.717211
3.411295
1.07169
1.436735
2.797858
0.507002
12
25
1.767416
4.382096
3.300607
2.460933
0.491057
1.727621
2.769241
0.528997
13
38
2.05697
3.756764
2.975122
1.717599
-0.044244
0.398211
2.530632
0.445882
14
13
-0.796748
2.589373
2.935305
2.904545
0.781048
2.461937
2.941886
0.384866
15
19
0.250382
4.77566
3.163389
3.559582
1.376852
1.819404
3.731685
0.632098
16
16
1.029773
4.4916
3.338069
2.80706
0.360476
2.503373
2.764556
0.496545
17
36
1.984507
5.567663
4.246043
1.80747
0.082142
3.178112
2.76502
0.539974
18
4
1.814199
5.209825
3.454367
2.741779
0.536423
0.31565
2.91048
0.625245
19
8
0.391232
5.732768
3.939614
3.736235
0.254564
1.574444
3.035174
0.628906
20
26
1.24258
5.365899
3.860518
2.106282
0.06726
0.665874
2.928643
0.56329
21
34
0.742076
5.736357
4.584158
3.613033
-0.585556
1.518806
3.476477
0.649483
22
31
-0.004027
4.143143
3.494293
3.670275
0.708251
1.415513
3.716112
0.599364
23
30
2.145125
5.79553
3.670857
3.437056
0.331351
0.980994
2.94764
0.679599
24
12
0.139718
4.418675
3.495818
2.774804
0.133175
1.702344
2.439436
0.458665
25
33
0.101236
3.359275
3.346578
2.512573
0.537166
0.805219
2.729826
0.465017
26
11
1.137529
5.163232
3.882061
2.615581
-0.175323
0.659026
3.259652
0.582646
27
10
1.777013
4.816855
3.261181
2.054965
0.307239
0.338532
2.410503
0.522292
28
10
1.211115
4.697247
3.903109
1.791193
0.494577
1.556324
2.719896
0.524969
29
27
0.853991
4.027474
3.123535
2.907665
0.529986
1.805649
2.941959
0.50363
30
26
1.655954
3.98052
2.770343
2.565127
0.078807
2.136252
2.609884
0.436367
31
10
0.293318
2.938863
2.988652
4.03999
0.470847
1.83044
3.559697
0.527577
32
21
1.419289
4.773035
3.429293
2.881208
0.388533
1.631008
2.668545
0.549219
33
9
0.607389
5.184146
3.49373
2.110529
0.326317
1.886247
2.482754
0.472666
34
33
-1.014109
4.864552
4.092905
2.165698
0.060883
1.475992
2.800029
0.45384
35
37
0.007381
4.989052
3.74533
0.870565
-0.687902
0.605196
2.064725
0.340032
36
20
1.229506
5.045309
3.546816
3.720035
0.422715
2.175015
3.337547
0.623914
37
28
1.82707
5.585286
3.723348
2.871783
1.212562
1.231864
3.181179
0.696954
38
10
1.103871
2.405025
2.781658
2.722821
0.288154
2.02654
2.850787
0.40748
39
29
0.357881
3.558867
3.36965
2.89412
1.219559
0.403054
2.946677
0.568025
40
33
2.660738
3.740564
2.984686
2.338734
-0.62968
1.763583
2.400205
0.424812
41
17
1.135308
4.439911
3.565388
3.711828
1.157514
1.312481
3.029034
0.658799
42
3
2.285365
4.652216
3.387104
2.908646
0.1115
1.349547
2.837572
0.575125
43
12
1.124056
3.551994
3.576649
2.947956
0.519237
1.225954
3.069324
0.555024
44
5
1.085203
4.467038
3.58652
3.281354
0.46212
1.419662
3.27577
0.599431
45
23
2.918249
4.297784
2.776891
2.596198
-0.062969
1.009222
2.260566
0.498966
46
27
0.771442
4.095001
3.365
3.13985
0.160964
1.830988
2.963222
0.508308
47
35
1.984468
4.100158
3.388561
3.898235
0.56407
1.220338
3.235108
0.653208
48
35
1.310437
3.430855
3.00709
2.741781
0.263321
0.524751
2.517512
0.481489
49
37
0.387676
5.772606
3.604864
2.952046
0.573472
1.05245
2.972706
0.594494
50
5
1.197183
4.374125
3.866995
2.688762
-0.051099
1.293743
2.497555
0.521467
51
32
0.08406
4.192848
3.40633
2.504895
0.136403
0.418348
2.820594
0.479498
52
37
1.851706
5.433305
4.21746
2.789257
0.116822
0.812617
2.820817
0.645859
53
39
-0.071382
4.309686
3.642581
2.732639
0.604594
1.897571
3.250143
0.52023
54
13
-0.986653
5.765854
3.98644
2.454533
0.380328
1.986635
3.234639
0.517414
55
40
0.897771
3.198552
3.134879
2.842107
-0.300111
3.985871
2.369147
0.343203
56
3
1.342026
4.037106
3.568189
2.636118
-0.494148
0.734127
2.613739
0.483946
57
39
0.724549
5.180554
3.886035
3.568501
-0.092576
1.45397
3.063777
0.595085
58
3
0.689782
3.216127
3.359839
2.757842
0.54875
0.880207
2.841253
0.502433
59
11
0.180096
5.035194
3.888535
2.637429
0.385758
1.636139
2.826839
0.534922
60
29
1.175696
3.719543
3.350603
2.160401
-0.058333
1.252703
2.498794
0.437341
61
3
2.493892
4.93074
3.526051
2.718098
-1.053333
1.894989
2.444871
0.482178
62
36
0.060366
5.56135
3.412977
2.582793
-0.096301
1.621043
2.903302
0.480757
63
37
0.680134
6.156741
3.82128
3.147851
0.708786
1.894769
3.260931
0.644485
64
27
1.985785
3.997395
3.080637
2.739747
0.832589
1.578805
3.073943
0.56669
65
26
0.898889
3.643406
3.604566
2.359462
0.434837
2.407397
2.772153
0.469823
66
11
0.353319
3.783662
3.42187
2.909159
0.563879
0.816542
3.086916
0.532236
67
27
2.193436
4.578562
3.665786
2.611422
0.409916
1.904815
2.753921
0.574936
68
21
0.544209
4.537274
2.95743
2.887551
-0.682788
1.406612
2.379833
0.396696
69
26
1.954545
5.372158
3.933754
2.737778
0.552217
1.719935
2.745546
0.627475
70
40
2.600013
3.575449
3.320578
3.230143
0.430498
0.756535
2.911989
0.60883
71
13
1.527686
3.692594
2.582901
3.37129
0.166866
1.607757
3.037418
0.492807
72
22
0.57651
3.443291
2.702249
3.834385
0.167139
2.433452
2.70969
0.445898
73
40
1.235466
5.678523
4.064906
3.298761
0.706961
2.374967
3.530633
0.679034
74
40
-0.441035
3.539044
3.359795
3.642136
0.27899
1.495855
2.971595
0.4884
75
27
0.587688
4.81244
3.90694
2.992086
0.484865
0.259473
3.089321
0.618361
76
12
1.564803
4.441549
3.604067
2.809838
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0.79889
2.65445
0.540277
77
40
0.261763
4.723837
3.998506
2.70259
0.66398
1.55592
3.149962
0.576319
78
17
-1.680976
3.08579
3.460904
1.810057
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1.169561
2.843269
0.311681
79
36
0.642461
4.233336
3.401631
2.654873
0.774511
0.685682
3.041593
0.555948
80
5
0.149523
5.172042
3.240498
2.103969
0.179013
1.413007
2.417833
0.43504
81
27
0.616411
5.488604
4.19529
2.977741
0.183362
1.034096
3.292623
0.629083
82
16
0.603514
4.368335
3.741365
3.248288
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0.969579
3.120536
0.537981
83
34
0.631806
4.078325
3.685007
3.007586
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1.358721
3.22294
0.548669
84
3
2.460126
5.034755
3.6632
2.631181
0.271394
1.3075
2.676984
0.601283
85
17
1.177669
3.248933
2.96451
3.683997
0.210697
1.120584
3.287363
0.537603
86
28
0.182831
4.675381
3.67967
2.607162
0.115418
1.021477
2.78387
0.503882
87
18
0.643671
4.206757
3.277801
3.152413
0.556383
0.764913
3.123693
0.561013
88
7
2.788994
5.002265
3.891942
2.374921
0.021587
1.60101
2.663868
0.591388
89
22
0.737192
4.256592
3.012217
3.255504
-0.213558
2.028787
2.709993
0.451124
90
7
0.843521
4.28278
3.652559
3.412245
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1.270445
3.049294
0.551709
91
5
0.747351
6.119671
3.96043
2.316369
0.394942
1.278961
2.991902
0.592925
92
1
0.874083
4.076123
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3.00888
0.546265
93
21
0.487892
2.991934
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3.05859
0.400035
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2.827989
0.473993
94
9
0.37023
5.255257
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0.073297
1.215738
3.163785
0.568824
95
9
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3.048774
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96
29
1.29092
3.873678
3.369984
2.510168
0.185668
0.739378
3.07244
0.522668
97
20
1.08702
4.331578
3.281075
3.42929
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1.506116
2.38763
0.468756
98
24
0.619846
6.352266
4.179029
2.478921
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1.715722
3.124163
0.573356
99
24
0.958257
6.066036
3.666409
2.811873
0.050137
0.953757
3.029873
0.592861
100
31
0.75719
4.551219
3.878815
3.109654
0.302248
2.698961
2.880228
0.539312