redundancy_factor
float64
0.02
1
load_distribution
float64
0.01
0.97
maintenance_margin
float64
0.04
0.98
failure_resistance
float64
0
0.58
infrastructure_type
stringclasses
5 values
age_category
stringclasses
4 values
0.97106
0.179264
0.667781
0.127526
road
new
0.446787
0.201714
0.537017
0.04939
power_grid
legacy
0.133251
0.19887
0.327371
0
bridge
legacy
0.722242
0.278881
0.561049
0.124867
dam
mature
0.182858
0.671454
0.966473
0.134675
bridge
aging
0.585304
0.581718
0.421707
0.114919
dam
new
0.416477
0.444294
0.74545
0.172393
dam
legacy
0.492849
0.430658
0.310169
0.044616
water_system
aging
0.520261
0.380613
0.72379
0.190041
water_system
aging
0.28854
0.271115
0.440405
0.046366
road
new
0.961683
0.270079
0.504186
0.120097
road
mature
0.591029
0.356048
0.823376
0.171671
water_system
aging
0.344045
0.438778
0.768906
0.074703
dam
mature
0.334836
0.12492
0.33306
0
bridge
aging
0.356587
0.676926
0.610391
0.148141
dam
new
0.822731
0.124615
0.555056
0.100432
dam
aging
0.698911
0.548276
0.847353
0.308372
power_grid
new
0.453458
0.61417
0.37145
0.125674
bridge
mature
0.153523
0.088089
0.463141
0
road
mature
0.679698
0.196362
0.281535
0.039638
road
new
0.830084
0.167964
0.355979
0.030964
water_system
new
0.878537
0.542034
0.553887
0.287588
water_system
legacy
0.820109
0.385827
0.950277
0.370918
power_grid
legacy
0.391398
0.402836
0.286536
0.078883
bridge
aging
0.067462
0.084896
0.325884
0.0348
water_system
aging
0.873413
0.216544
0.496698
0.061411
bridge
mature
0.482787
0.140892
0.467372
0.035299
water_system
new
0.670041
0.293165
0.496104
0.047155
power_grid
mature
0.180026
0.375406
0.554565
0.083437
power_grid
mature
0.496158
0.217457
0.499173
0.05719
bridge
new
0.735618
0.753533
0.628249
0.312744
water_system
legacy
0.231758
0.350596
0.474903
0.112978
power_grid
mature
0.274534
0.272932
0.380013
0.055657
bridge
mature
0.694322
0.201687
0.734902
0.084478
bridge
new
0.32367
0.190167
0.5206
0.061011
bridge
mature
0.72216
0.145205
0.398628
0.012083
water_system
legacy
0.425303
0.551332
0.782008
0.186305
power_grid
new
0.336011
0.081264
0.443449
0
dam
new
0.848627
0.266209
0.795626
0.191625
bridge
aging
0.190343
0.661579
0.593188
0.027725
bridge
legacy
0.545145
0.49839
0.495547
0.091054
road
new
0.683695
0.343915
0.95766
0.215224
bridge
legacy
0.763327
0.159039
0.334604
0.018253
power_grid
new
0.513874
0.938779
0.655589
0.329127
water_system
mature
0.592383
0.426553
0.614957
0.166982
bridge
mature
0.365469
0.185117
0.275674
0
water_system
aging
0.501599
0.324462
0.6697
0.168794
bridge
legacy
0.035045
0.78716
0.781894
0
road
legacy
0.791131
0.252486
0.195
0.002242
power_grid
aging
0.362257
0.175786
0.929933
0.059277
road
legacy
0.850842
0.493988
0.976315
0.350741
dam
legacy
0.282382
0.246712
0.661462
0.026612
water_system
new
0.695151
0.477781
0.837148
0.240601
water_system
aging
0.538225
0.353884
0.968535
0.157369
road
aging
0.17181
0.366281
0.180013
0.0229
water_system
mature
0.573198
0.359283
0.890456
0.15549
bridge
legacy
0.130977
0.234194
0.789896
0
road
mature
0.615238
0.521193
0.540783
0.150186
bridge
legacy
0.521752
0.284488
0.425871
0.034121
bridge
aging
0.062699
0.810836
0.757021
0.039375
water_system
legacy
0.596929
0.282499
0.481417
0.101068
power_grid
aging
0.283968
0.573709
0.670065
0.100076
road
new
0.474451
0.398779
0.304034
0.055394
power_grid
legacy
0.712062
0.474762
0.519746
0.154246
dam
legacy
0.670673
0.044361
0.457429
0.000397
dam
legacy
0.123621
0.499445
0.216507
0.052168
bridge
new
0.395914
0.167518
0.674334
0.096432
road
mature
0.296618
0.13127
0.463269
0.023311
dam
legacy
0.319229
0.767113
0.096998
0.041893
power_grid
mature
0.193079
0.221508
0.776894
0.035702
bridge
aging
0.056989
0.317374
0.768272
0.010235
power_grid
new
0.264388
0.472021
0.314778
0.020328
power_grid
new
0.587763
0.322863
0.693604
0.160209
power_grid
aging
0.681578
0.536387
0.623793
0.273903
dam
aging
0.432775
0.501362
0.660864
0.191088
water_system
legacy
0.20706
0.13282
0.129224
0
bridge
new
0.573252
0.540033
0.790531
0.232672
bridge
legacy
0.938102
0.253541
0.673155
0.152675
water_system
legacy
0.335563
0.117846
0.72741
0.041588
dam
new
0.114731
0.356212
0.843981
0.08648
power_grid
mature
0.76471
0.496735
0.433785
0.116448
road
mature
0.392033
0.420836
0.636795
0.038221
power_grid
legacy
0.183669
0.666827
0.320685
0.034124
water_system
new
0.333257
0.197263
0.649221
0.058231
road
new
0.492329
0.763723
0.563394
0.132401
water_system
new
0.326986
0.221526
0.340811
0.049082
power_grid
new
0.360649
0.146087
0.670714
0
water_system
mature
0.107904
0.641484
0.702881
0.04625
road
mature
0.734827
0.787514
0.763067
0.426072
bridge
mature
0.285402
0.369243
0.541528
0.039706
dam
aging
0.814302
0.612176
0.651041
0.321244
power_grid
mature
0.1192
0.79606
0.761276
0.05722
power_grid
legacy
0.532585
0.620893
0.272976
0.064772
dam
legacy
0.826785
0.50462
0.660112
0.292294
power_grid
aging
0.021272
0.219193
0.150015
0
power_grid
legacy
0.418092
0.266232
0.52282
0.100567
power_grid
mature
0.478042
0.64385
0.358044
0.163074
dam
new
0.795808
0.539743
0.655532
0.249055
water_system
new
0.358285
0.248599
0.104103
0
water_system
legacy
0.305746
0.461177
0.338468
0.027452
bridge
aging