Datasets:

series_id
stringclasses
96 values
timestamp
stringdate
2023-01-01 00:00:00
2023-06-29 23:00:00
hour_sin
float64
-1
1
hour_cos
float64
-1
1
dow_sin
float64
-0.97
0.97
dow_cos
float64
-0.9
1
is_weekend
float64
0
1
trend
float64
-1.73
1.27
workload_intensity
float64
0
1.06
demand_forecast
float64
0
2.82
staffing_forecast
float64
-2.64
2.58
upstream_quality_forecast
float64
0.41
1
promotion_intensity
float64
0
1.97
shock_risk
float64
0
1.09
maintenance_known
float64
0
1
unit_reliability_forecast
float64
0.51
1
queue_pressure_forecast
float64
0
24.8
network_pressure_forecast
float64
0
19.2
event_load_forecast
float64
0
6.95
service_irregularity_risk_forecast
float64
0
1
throughput_disruption_risk_forecast
float64
0
0.77
nominal_capacity
float64
56.2
86
zone_sin
float64
-1
1
zone_cos
float64
-1
1
target
float64
0.16
53
unit_095
2023-06-29 04:00:00
0.866025
0.5
0.433884
-0.900969
0
1.252198
0.087968
0.422836
-0.809231
0.945049
0
0.098823
0
0.900203
5.329629
6.04651
0.413901
null
0.03463
82.983945
-0.707107
0.707107
12.925656
unit_095
2023-06-29 05:00:00
0.965926
0.258819
0.433884
-0.900969
0
1.252892
0.162079
0
-0.094309
0.975711
0
0.077515
0
0.890352
4.890846
8.118363
0
0.148443
0.13414
82.983945
-0.707107
0.707107
12.569224
unit_095
2023-06-29 06:00:00
1
0
0.433884
-0.900969
0
1.253586
0.267223
0.105392
-0.287945
0.95897
0
0
0
1
6.124857
9.090366
0.094751
0
0
82.983945
-0.707107
0.707107
14.075607
unit_095
2023-06-29 07:00:00
0.965926
-0.258819
0.433884
-0.900969
0
1.25428
0.394245
0.466327
0.742947
1
0
0.187772
0
1
7.283291
9.673135
0.586959
0.060798
0
82.983945
-0.707107
0.707107
15.253893
unit_095
2023-06-29 08:00:00
0.866025
-0.5
0.433884
-0.900969
0
1.254974
0.520483
0.131657
0.655759
0.960643
0
0.269761
0
0.90694
9.682886
10.095277
0.122658
0.027386
0
82.983945
-0.707107
0.707107
19.266039
unit_095
2023-06-29 09:00:00
0.707107
-0.707107
0.433884
-0.900969
0
1.255667
0.614908
0.38867
0.742662
0.979643
0
0.102172
0
0.828991
null
11.667957
0.560837
0.025783
0
82.983945
-0.707107
0.707107
17.572451
unit_095
2023-06-29 10:00:00
0.5
-0.866025
0.433884
-0.900969
0
1.256361
0.650244
0.116847
0.31332
0.972939
0
0.175647
0
0.858558
9.712157
10.029616
0.130069
0.047596
0.067928
82.983945
-0.707107
0.707107
19.431173
unit_095
2023-06-29 11:00:00
0.258819
-0.965926
0.433884
-0.900969
0
1.257055
0.616286
0.114441
1.091037
0.963658
0
0.271147
0
null
6.285639
9.938617
0.247693
0.073028
0
82.983945
-0.707107
0.707107
14.169006
unit_095
2023-06-29 12:00:00
0
-1
0.433884
-0.900969
0
1.257749
0.527129
0.000471
0.701067
1
0
0.116204
0
0.874608
7.04124
9.572884
0.196345
0.179078
0.057925
82.983945
-0.707107
0.707107
15.053857
unit_095
2023-06-29 13:00:00
-0.258819
-0.965926
0.433884
-0.900969
0
1.258443
0.419716
0
0.236303
0.929122
0
0
0
0.874634
3.595265
8.325852
0
0
0
82.983945
-0.707107
0.707107
10.054912
unit_095
2023-06-29 14:00:00
-0.5
-0.866025
0.433884
-0.900969
0
1.259137
0.346576
null
-0.018435
1
0
0.177018
0
0.92323
5.417338
8.294309
0.041173
0
0
82.983945
-0.707107
0.707107
11.705923
unit_095
2023-06-29 15:00:00
-0.707107
-0.707107
0.433884
-0.900969
0
1.259831
0.363149
0
-0.909054
1
0
0.132603
0
0.876477
7.504687
9.070747
0
0.14951
0.033178
82.983945
-0.707107
0.707107
14.777414
unit_095
2023-06-29 16:00:00
-0.866025
-0.5
0.433884
-0.900969
0
1.260525
0.502352
0.316591
-0.14101
1
0
0.086787
0
0.872493
7.466957
8.858491
0.40602
0.03761
0.045093
82.983945
-0.707107
0.707107
13.509958
unit_095
2023-06-29 17:00:00
-0.965926
-0.258819
0.433884
-0.900969
0
1.261219
0.737314
0.115502
-1.753524
1
0
0.27594
0
0.984905
11.357108
10.78921
0.015335
0.189272
0.049931
82.983945
-0.707107
0.707107
17.604005
unit_095
2023-06-29 18:00:00
-1
-0
0.433884
-0.900969
0
1.261913
0.965511
0.291186
-1.066655
1
0
0.17301
0
0.928923
8.797238
11.287827
0.589511
0.09479
0
82.983945
-0.707107
0.707107
18.07825
unit_095
2023-06-29 19:00:00
-0.965926
0.258819
0.433884
-0.900969
0
1.262607
1.057221
0.132363
-1.537179
0.94586
0
0.340287
0
0.810448
6.769066
11.977152
0.298073
0.097231
0
82.983945
-0.707107
0.707107
15.024166
unit_095
2023-06-29 20:00:00
-0.866025
0.5
0.433884
-0.900969
0
1.263301
0.949457
0.011805
-2.427784
1
0
0.099965
0
0.947182
7.841971
11.91224
0.036121
0.013299
0
82.983945
-0.707107
0.707107
16.570457
unit_095
2023-06-29 21:00:00
-0.707107
0.707107
0.433884
-0.900969
0
1.263995
0.695373
0.26488
-1.023522
0.997526
0
0.218329
0
0.93772
7.048792
10.259348
0.328312
0.065483
0.076318
82.983945
-0.707107
0.707107
14.508328
unit_095
2023-06-29 22:00:00
-0.5
0.866025
0.433884
-0.900969
0
1.264689
0.414602
0
-1.730456
1
0
0.156717
0
1
4.987566
null
0
0.061204
0.014304
82.983945
-0.707107
0.707107
8.6171
unit_095
2023-06-29 23:00:00
-0.258819
0.965926
0.433884
-0.900969
0
1.265382
0.201124
0.035419
-0.998785
0.897805
0
0.009819
0
0.881623
null
4.118492
0.072226
0.031542
0.043193
82.983945
-0.707107
0.707107
6.210466