zone_id
large_string
timestamp_utc
large_string
climate_zone
large_string
total_demand_MW
float64
residential_demand_MW
float64
commercial_demand_MW
float64
industrial_demand_MW
float64
agricultural_demand_MW
float64
ev_charging_demand_MW
float64
net_load_MW
float64
load_density_MW_per_km2
float64
customer_count
int64
avg_consumption_kWh_per_customer
float64
season
large_string
month
int64
day_of_week
int64
hour_of_day
int64
is_holiday
int64
heating_degree_days
float64
cooling_degree_days
float64
seasonal_load_factor
float64
summer_peak_flag
int64
winter_peak_flag
int64
shoulder_period_flag
int64
load_shape_type
large_string
daily_peak_MW
float64
daily_valley_MW
float64
peak_to_valley_ratio
float64
morning_ramp_MW_per_hour
float64
evening_ramp_MW_per_hour
float64
load_factor
float64
coincident_peak_flag
int64
non_coincident_peak_MW
float64
base_load_MW
float64
flexible_load_MW
float64
ramp_event_flag
int64
duck_curve_depth_MW
float64
peak_demand_event_id
large_string
peak_event_type
large_string
peak_magnitude_MW
float64
peak_duration_minutes
int64
peak_probability_exceedance
float64
firm_peak_MW
float64
interruptible_peak_MW
float64
demand_response_activation_flag
int64
demand_response_MW_curtailed
float64
peak_temp_C
float64
peak_humidity_pct
float64
heat_index_C
float64
wind_chill_C
float64
ercot_4cp_flag
int64
forecast_horizon_hours
int64
forecast_target_timestamp_utc
large_string
forecast_issued_at_utc
large_string
forecast_demand_MW
float64
forecast_p10_MW
float64
forecast_p50_MW
float64
forecast_p90_MW
float64
forecast_error_MW
float64
forecast_mape_pct
float64
weather_forecast_temperature_C
float64
weather_forecast_error_C
float64
model_type
large_string
feature_set_version
large_string
fc1h_demand_MW
float64
fc1h_mape_pct
float64
fc168h_demand_MW
float64
fc168h_mape_pct
float64
temperature_C
float64
temperature_normal_C
float64
temperature_anomaly_C
float64
humidity_pct
float64
dew_point_C
float64
solar_irradiance_W_per_m2
float64
wind_speed_m_per_s
float64
cloud_cover_pct
float64
precipitation_mm
float64
extreme_weather_flag
int64
urban_heat_island_C
float64
real_time_lmp_per_MWh
float64
day_ahead_price_per_MWh
float64
tou_rate_tier
large_string
tou_rate_per_kWh
float64
demand_charge_per_kW
float64
price_elasticity_demand
float64
demand_response_incentive_per_kWh
float64
energy_cost_forecast_per_MWh
float64
carbon_price_per_tonne
float64
renewable_energy_credit_per_MWh
float64
ev_penetration_pct
float64
ev_charging_sessions_count
int64
ev_l2_charging_MW
float64
ev_dcfc_charging_MW
float64
v2g_discharge_MW
float64
smart_charging_active_flag
int64
rooftop_solar_generation_MW
float64
battery_storage_dispatch_MW
float64
virtual_power_plant_flag
int64
der_capacity_MW
float64
00000000-0000-0000-0000-00000280de80
2022-01-01T00:00:00+00:00
1A
140.6751
45.062
42.5722
28.0624
13.1102
0
140.6751
0.7776
88,729
0.3964
Winter
1
5
0
1
14.21
0
1.0028
0
1
0
Commercial_Weekend
140.6751
140.6751
1
0
0
1
0
140.6751
39.0034
21.2691
0
0
ba2efbef-03ea-4bfa-b7d4-63ebd2bac088
Winter_Peak
140.6751
30
0.4476
89.6128
51.0623
1
4.7889
21.91
30.23
20.09
21.91
0
24
2022-01-01T00:00:00+00:00
2021-12-31T00:00:00+00:00
149.6636
135.8572
149.6636
163.4699
-8.9885
4.7488
20.63
-1.27
LSTM
v2.0
142.7935
2.0287
139.2877
2.09
21.91
20.2
0.98
30.23
7.95
0
4.123
10.22
0
0
1.46
32.7682
40.0755
Super-Off-Peak
0.0937
10.893
-0.2914
1.1884
43.9136
95.126
4.0255
14.61
0
0
0
0
1
0
0
0
475.0673
00000000-0000-0000-0000-00000280de80
2022-01-01T00:15:00+00:00
1A
140.3882
45.4074
42.4229
27.6581
13.6358
0
140.3882
0.4412
88,729
0.3956
Winter
1
5
0
1
14.25
0
1.1221
0
1
0
Commercial_Weekend
140.6751
140.3882
1.002
0
0
0.999
0
140.6751
47.7254
36.6234
0
0
8bc6e5de-cdde-4c3c-8748-bf4f556d41e9
Winter_Peak
140.3882
30
0.4181
77.7143
62.6739
0
0
21.86
59.56
22.16
21.86
0
24
2022-01-01T00:15:00+00:00
2021-12-31T00:15:00+00:00
136.1945
129.7531
136.1945
142.6359
4.1936
1.9724
24.07
2.21
XGBoost
v2.0
141.1203
0.5
144.6682
2.2677
21.86
20.2
0.93
59.56
13.77
0
4.963
20.37
0
0
1.46
26.4413
24.6
Super-Off-Peak
0.0573
29.7399
-0.2914
0.3014
26.7684
38.1404
7.4756
14.61
0
0
0
0
0
0
0
0
489.5444
00000000-0000-0000-0000-00000280de80
2022-01-01T00:30:00+00:00
1A
141.8635
47.6111
43.1278
28.7422
14.8246
0
141.8635
0.311
88,729
0.3997
Winter
1
5
0
1
14.53
0
1.0695
0
1
0
Commercial_Weekend
141.8635
140.3882
1.0105
0
0
0.9937
0
141.8635
49.2175
36.942
0
0
2b1f3322-d00d-4d41-add7-80babada747a
Winter_Peak
141.8635
30
0.2773
100.1272
41.7364
0
0
21.58
30.57
19.75
21.58
0
24
2022-01-01T00:30:00+00:00
2021-12-31T00:30:00+00:00
136.8949
129.2629
136.8949
144.5268
4.9687
3.6144
23.37
1.8
XGBoost
v2.0
145.8671
2.9772
139.8736
1.7255
21.58
20.2
0.65
30.57
7.69
0
2.821
33.69
0
0
1.46
27.4957
25.8234
Super-Off-Peak
0.0974
32.4904
-0.2317
0.5597
26.6063
154.2553
16.4884
14.61
0
0
0
0
1
0
0
0
444.1149
00000000-0000-0000-0000-00000280de80
2022-01-01T00:45:00+00:00
1A
141.0256
43.4705
43.4654
26.2653
12.7047
0
141.0256
0.4585
88,729
0.3973
Winter
1
5
0
1
13.96
0
1.1712
0
1
0
Commercial_Weekend
141.8635
140.3882
1.0105
0
0
0.9938
0
141.8635
38.0625
28.8435
0
0
a616cf1e-bc51-4d30-8a03-ce4c616f34f1
Winter_Peak
141.0256
240
0.467
91.4453
49.5803
0
0
22.15
56.79
22.31
22.15
0
24
2022-01-01T00:45:00+00:00
2021-12-31T00:45:00+00:00
138.4286
134.4395
138.4286
142.4177
2.597
2.4007
22.4
0.24
Ensemble
v2.0
140.7068
0.5347
147.5298
5.6948
22.15
20.2
1.22
56.79
13.51
0
6.069
40.4
0
0
1.46
38.9256
43.9247
Super-Off-Peak
0.0719
16.4996
-0.1446
0.8742
47.8964
142.6513
12.2446
14.61
0
0
0
0
0
0
0
0
454.3618
00000000-0000-0000-0000-00000280de80
2022-01-01T01:00:00+00:00
1A
134.7324
44.4809
41.0254
26.7269
13.7994
0
134.7324
0.297
88,729
0.3796
Winter
1
5
1
1
14.45
0
1.0078
0
1
0
Commercial_Weekend
141.8635
134.7324
1.0529
0
0
0.985
1
141.8635
27.5326
19.9627
0
0
f6314c3a-0323-495e-ba74-e82c12cfae3c
Winter_Peak
134.7324
240
0.335
79.4437
55.2887
0
0
21.66
56.08
21.67
21.66
0
24
2022-01-01T01:00:00+00:00
2021-12-31T01:00:00+00:00
134.1563
133.2713
134.1563
135.0412
0.5761
1.1249
21.37
-0.3
Prophet
v2.0
133.8766
1.706
144.2586
5.5351
21.66
20.2
0.74
56.08
12.88
0
6.244
12.1
0
0
1.46
46.2987
46.7594
Super-Off-Peak
0.0926
9.6564
-0.1429
0.3703
46.3205
130.6838
24.515
14.61
0
0
0
0
1
0
0
1
522.3401
00000000-0000-0000-0000-00000280de80
2022-01-01T01:15:00+00:00
1A
134.7587
48.4575
44.6771
28.5981
13.026
0
134.7587
0.7695
88,729
0.3797
Winter
1
5
1
1
15.28
0
1.1068
0
1
0
Commercial_Weekend
141.8635
134.7324
1.0529
0
0
0.9792
0
141.8635
33.111
25.0086
0
0
6948b14e-b40b-4a94-8a98-67cd199153be
Winter_Peak
134.7587
240
0.1245
85.2163
49.5424
0
0
20.83
48.85
20.19
20.83
0
24
2022-01-01T01:15:00+00:00
2021-12-31T01:15:00+00:00
127.7706
117.0369
127.7706
138.5043
6.9881
4.7484
20.53
-0.3
Prophet
v2.0
135.1867
0.9061
140.2711
5.5077
20.83
20.2
-0.1
48.85
10.6
0
4.87
51.83
0
0
1.46
26.3359
26.3676
Super-Off-Peak
0.068
20.3822
-0.1422
1.341
28.6921
95.6176
13.2467
14.61
0
0
0
0
0
0
0
1
446.9691
00000000-0000-0000-0000-00000280de80
2022-01-01T01:30:00+00:00
1A
138.1962
51.104
45.7767
27.009
11.8248
0
138.1962
0.9592
88,729
0.3894
Winter
1
5
1
1
14.92
0
1.0153
0
1
0
Commercial_Weekend
141.8635
134.7324
1.0529
0
0
0.9784
1
141.8635
38.524
18.3456
0
0
c067ebf9-3728-4f57-bf82-73062249f50d
Winter_Peak
138.1962
180
0.4228
103.3468
34.8494
0
0
21.19
46.76
20.46
21.19
0
24
2022-01-01T01:30:00+00:00
2021-12-31T01:30:00+00:00
133.7204
126.8455
133.7204
140.5953
4.4758
3.3841
20.21
-0.98
LSTM
v2.0
140.3073
1.6469
136.1356
4.1132
21.19
20.2
0.26
46.76
10.54
0
1.855
25.02
1.103
0
1.46
31.3593
37.0983
Super-Off-Peak
0.0747
7.5235
-0.3147
1.281
38.7914
120.3553
16.92
14.61
0
0
0
0
0
0
0
1
521.0289
00000000-0000-0000-0000-00000280de80
2022-01-01T01:45:00+00:00
1A
136.4771
44.9639
42.7173
27.6072
13.8303
0
136.4771
0.7794
88,729
0.3845
Winter
1
5
1
1
14.55
0
1.0477
0
1
0
Commercial_Weekend
141.8635
134.7324
1.0529
0
0
0.9764
0
141.8635
41.6876
30.9467
0
0
d2ce9176-4ed3-4e7b-aa3b-60fc51666ea5
Winter_Peak
136.4771
120
0.4536
88.0962
48.381
0
0
21.56
42.99
20.62
21.56
0
24
2022-01-01T01:45:00+00:00
2021-12-31T01:45:00+00:00
145.269
131.7647
145.269
158.7733
-8.7919
5.9962
23.24
1.68
ARIMA
v2.0
138.1426
0.8749
134.1625
2.4108
21.56
20.2
0.63
42.99
10.16
0
5.404
18.36
0
0
1.46
25.3175
23.1995
Super-Off-Peak
0.0745
34.5662
-0.2373
1.4691
23.4718
144.926
2.5781
14.61
0
0
0
0
1
0
0
1
515.0079
00000000-0000-0000-0000-00000280de80
2022-01-01T02:00:00+00:00
1A
140.362
49.7013
44.7585
27.1796
15.0468
0
140.362
0.6793
88,729
0.3955
Winter
1
5
2
1
14.83
0
1.0302
0
1
0
Commercial_Weekend
141.8635
134.7324
1.0529
0
0
0.9778
0
141.8635
46.039
22.4283
0
0
350dd69a-b644-4bbe-b459-10ce0a7f25a1
Winter_Peak
140.362
180
0.11
84.9141
55.4479
0
0
21.28
29.91
19.38
21.28
0
24
2022-01-01T02:00:00+00:00
2021-12-31T02:00:00+00:00
142.7359
139.0896
142.7359
146.3823
-2.3739
3.4407
19.48
-1.8
ARIMA
v2.0
136.2973
2.2196
128.2387
5.4617
21.28
20.2
0.35
29.91
7.26
0
7.971
33.92
0
0
1.46
49.1551
43.6364
Super-Off-Peak
0.0601
5.5301
-0.2414
0.9884
43.7016
81.4649
24.0006
14.61
0
0
0
0
0
0
0
0
463.7837
00000000-0000-0000-0000-00000280de80
2022-01-01T02:15:00+00:00
1A
146.9526
49.97
44.9279
29.6546
13.9282
0
146.9526
0.485
88,729
0.414
Winter
1
5
2
1
14.46
0
1.0278
0
1
0
Commercial_Weekend
146.9526
134.7324
1.0907
0
0
0.9496
0
146.9526
31.6366
33.885
0
0
c57936d6-8820-406d-8f86-5c4f2f330edf
Winter_Peak
146.9526
180
0.4807
93.5492
53.4034
0
0
21.65
36.35
20.24
21.65
0
24
2022-01-01T02:15:00+00:00
2021-12-31T02:15:00+00:00
148.5452
146.099
148.5452
150.9915
-1.5926
2.9185
21.59
-0.06
LSTM
v2.0
145.8407
1.1741
133.0455
7.4082
21.65
20.2
0.72
36.35
8.92
0
5.545
79.93
0
0
1.46
34.5581
37.7955
Super-Off-Peak
0.0501
8.3621
-0.098
0.1017
38.7867
93.2153
8.6608
14.61
0
0
0
0
1
0
0
0
541.8555
00000000-0000-0000-0000-00000280de80
2022-01-01T02:30:00+00:00
1A
148.4491
48.0215
45.2025
27.4726
13.7511
0
148.4491
0.342
88,729
0.4183
Winter
1
5
2
1
14.04
0
1.1513
0
1
0
Commercial_Weekend
148.4491
134.7324
1.1018
0
0
0.9455
0
148.4491
43.476
19.6767
0
0
519b2181-302b-4199-b6ca-8151bb669ae4
Winter_Peak
148.4491
240
0.2381
89.1961
59.2531
0
0
22.07
45.92
21.41
22.07
0
24
2022-01-01T02:30:00+00:00
2021-12-31T02:30:00+00:00
144.7837
139.1536
144.7837
150.4138
3.6654
4.0955
22.84
0.77
XGBoost
v2.0
152.3123
3.2281
151.7475
6.5012
22.07
20.2
1.14
45.92
11.25
0
4.769
2.7
1.05
0
1.46
32.0162
25.617
Super-Off-Peak
0.0854
27.1574
-0.289
1.346
26.618
31.4245
4.0211
14.61
0
0
0
0
1
0
0
1
550.6355
00000000-0000-0000-0000-00000280de80
2022-01-01T02:45:00+00:00
1A
130.6645
47.3846
42.789
26.5159
13.9619
0
130.6645
0.3681
88,729
0.3682
Winter
1
5
2
1
15.11
0
1.0442
0
0
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.94
0
148.4491
40.3577
27.8822
0
0
null
null
130.6645
240
0.2213
91.6852
38.9792
0
0
21
76.15
22.28
21
0
24
2022-01-01T02:45:00+00:00
2021-12-31T02:45:00+00:00
133.2511
129.278
133.2511
137.2241
-2.5866
2.3207
21.29
0.28
ARIMA
v2.0
133.6924
1.6383
132.5275
2.5933
21
20.2
0.07
76.15
16.23
0
1.127
57.91
0
0
1.46
18.3475
10
Super-Off-Peak
0.0939
16.3716
-0.219
1.1384
10.5967
143.1032
14.4634
14.61
0
0
0
0
1
0
0
0
508.6284
00000000-0000-0000-0000-00000280de80
2022-01-01T03:00:00+00:00
1A
138.7159
48.4353
49.5269
28.1468
12.6069
0
138.7159
0.2892
88,729
0.3908
Winter
1
5
3
1
15.13
0
1.1292
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9396
0
148.4491
32.8118
16.6161
0
0
a99c2904-32b2-4afe-a4cb-91dee192f16c
Winter_Peak
138.7159
60
0.1092
84.0095
54.7064
0
0
20.98
58.97
21.06
20.98
0
24
2022-01-01T03:00:00+00:00
2021-12-31T03:00:00+00:00
132.9072
123.985
132.9072
141.8293
5.8087
4.214
20.97
-0.01
LSTM
v2.0
139.9414
1.3321
147.4887
4.6139
20.98
20.2
0.05
58.97
12.77
0
4.992
36.2
0
0
1.46
43.2836
37.7281
Super-Off-Peak
0.0976
7.1547
-0.3518
0.5263
38.9706
26.4862
21.222
14.61
0
0
0
0
0
0
0
0
527.229
00000000-0000-0000-0000-00000280de80
2022-01-01T03:15:00+00:00
1A
137.9193
51.1195
42.6593
29.0152
13.0648
0
137.9193
0.6804
88,729
0.3886
Winter
1
5
3
1
14.95
0
1.1097
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9388
1
148.4491
38.566
20.6439
0
0
5ab6f6a8-e3dc-4616-96be-fa89731c6645
Winter_Peak
137.9193
30
0.2685
100.3498
37.5695
1
15.8058
21.16
40.47
19.98
21.16
0
24
2022-01-01T03:15:00+00:00
2021-12-31T03:15:00+00:00
133.6056
126.9797
133.6056
140.2315
4.3137
3.2084
21.48
0.32
Naive_Persistence
v2.0
135.5065
1.6642
143.1318
6.397
21.16
20.2
0.23
40.47
9.25
0
3.073
12.37
0
0
1.46
42.58
43.638
Super-Off-Peak
0.0661
23.2439
-0.2372
0.6606
44.9377
41.8306
24.7208
14.61
0
0
0
0
0
0
0
0
550.9051
00000000-0000-0000-0000-00000280de80
2022-01-01T03:30:00+00:00
1A
141.0448
46.8815
43.4842
26.0865
12.9723
0
141.0448
0.4065
88,729
0.3974
Winter
1
5
3
1
14.22
0
1.0498
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9396
0
148.4491
40.8965
27.4412
0
0
ac0a385b-b6b2-4a56-9751-4723198a7317
Winter_Peak
141.0448
240
0.0393
96.7029
44.3418
1
6.4812
21.89
74.6
23.27
21.89
0
24
2022-01-01T03:30:00+00:00
2021-12-31T03:30:00+00:00
135.2541
126.3596
135.2541
144.1486
5.7907
2.5241
23.25
1.37
XGBoost
v2.0
137.1147
2.0648
133.5989
4.8586
21.89
20.2
0.96
74.6
16.81
0
2.373
18.5
0
0
1.46
36.9059
41.0247
Super-Off-Peak
0.0824
15.2709
-0.2571
0.7161
39.7476
25.593
16.8535
14.61
0
0
0
0
1
0
0
0
533.1374
00000000-0000-0000-0000-00000280de80
2022-01-01T03:45:00+00:00
1A
135.9382
47.6718
44.063
27.5795
10.961
0
135.9382
0.3063
88,729
0.383
Winter
1
5
3
1
14.68
0
1.1438
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9381
0
148.4491
39.6306
25.6636
0
0
633989af-7342-4800-9604-856363e216a5
Winter_Peak
135.9382
180
0.2814
97.9838
37.9544
0
0
21.43
78.62
22.99
21.43
0
24
2022-01-01T03:45:00+00:00
2021-12-31T03:45:00+00:00
126.9519
113.149
126.9519
140.7548
8.9863
3.9596
21.22
-0.21
Prophet
v2.0
133.9745
1.8815
143.0018
5.3412
21.43
20.2
0.5
78.62
17.16
0
6.687
7.54
0.485
0
1.46
36.7342
38.7901
Super-Off-Peak
0.0629
22.5788
-0.2565
0.4064
41.5988
156.2969
4.6086
14.61
0
0
0
0
1
0
0
0
433.3417
00000000-0000-0000-0000-00000280de80
2022-01-01T04:00:00+00:00
1A
139.3271
45.3787
45.6651
27.1722
12.9748
0
139.3271
0.3883
88,729
0.3926
Winter
1
5
4
1
14.49
0
1.3166
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9381
0
148.4491
41.506
41.5764
0
0
4660deb8-cbcf-4c07-80cf-58ad747f3a43
Winter_Peak
139.3271
30
0.2414
79.2826
60.0444
0
0
21.62
20
19.05
21.62
0
24
2022-01-01T04:00:00+00:00
2021-12-31T04:00:00+00:00
140.9293
138.4683
140.9293
143.3903
-1.6022
1.3019
23.17
1.55
XGBoost
v2.0
135.3866
2.2787
145.5232
4.5023
21.62
20.2
0.69
20
5.62
0
6.163
23.14
0
0
1.46
36.3741
42.0425
Super-Off-Peak
0.0577
21.0152
-0.3764
0.1739
39.9436
84.1738
19.4783
14.61
0
0
0
0
0
0
0
0
508.4359
00000000-0000-0000-0000-00000280de80
2022-01-01T04:15:00+00:00
1A
138.5841
46.7072
42.9133
26.9033
14.8983
0
138.5841
0.2796
88,729
0.3905
Winter
1
5
4
1
14.56
0
1.1243
0
1
0
Commercial_Weekend
148.4491
130.6645
1.1361
0
0
0.9379
0
148.4491
30.5691
31.9725
0
0
17b6dcae-ad78-4a62-b244-ea31cab71c78
Winter_Peak
138.5841
60
0.439
100.4758
38.1083
0
0
21.55
47.27
20.91
21.55
0
24
2022-01-01T04:15:00+00:00
2021-12-31T04:15:00+00:00
142.268
136.6095
142.268
147.9266
-3.6839
1.8208
21.12
-0.43
Prophet
v2.0
137.1482
0.8503
145.3907
4.3001
21.55
20.2
0.62
47.27
11
0
13.501
17.44
0
0
1.46
27.7112
27.2869
Super-Off-Peak
0.0913
21.8367
-0.2651
0.479
28.0588
63.5074
14.3203
14.61
0
0
0
0
1
0
0
0
546.8978
00000000-0000-0000-0000-00000280de80
2022-01-01T04:30:00+00:00
1A
127.477
43.7032
41.4183
28.0635
11.9735
0
127.477
0.3926
88,729
0.3592
Winter
1
5
4
1
14.93
0
1.2572
0
0
0
Commercial_Weekend
148.4491
127.477
1.1645
0
0
0.9337
0
148.4491
29.4228
35.3969
0
0
null
null
127.477
15
0.0716
93.8146
33.6624
0
0
21.18
79.48
22.73
21.18
0
24
2022-01-01T04:30:00+00:00
2021-12-31T04:30:00+00:00
138.2976
121.6772
138.2976
154.918
-10.8206
5.0068
21.72
0.54
LSTM
v2.0
127.177
0.5
141.3892
6.7032
21.18
20.2
0.25
79.48
17.07
0
6.833
22.52
0.06
0
1.46
30.7699
25.1561
Super-Off-Peak
0.0749
19.8102
-0.0602
0.633
25.3983
109.408
3.6373
14.61
0
0
0
0
1
0
0
0
480.7787
00000000-0000-0000-0000-00000280de80
2022-01-01T04:45:00+00:00
1A
147.2393
48.8455
45.6514
26.2412
13.4056
0
147.2393
0.3775
88,729
0.4149
Winter
1
5
4
1
14.11
0
1.0108
0
1
0
Commercial_Weekend
148.4491
127.477
1.1645
0
0
0.9366
0
148.4491
35.1333
39.0711
0
0
514ab7c0-34ab-4304-8b3a-337720c8bde8
Winter_Peak
147.2393
240
0.4738
100.6807
46.5586
0
0
22
41.62
21.02
22
0
24
2022-01-01T04:45:00+00:00
2021-12-31T04:45:00+00:00
149.9538
145.7844
149.9538
154.1231
-2.7144
5.4681
19.74
-2.26
Prophet
v2.0
143.808
2.0984
148.1771
0.669
22
20.2
1.07
41.62
10.32
0
5.035
17.17
0
0
1.46
25.7446
25.6284
Super-Off-Peak
0.0687
21.9523
-0.3054
0.3248
27.326
94.4204
13.644
14.61
0
0
0
0
1
0
0
0
460.5015
00000000-0000-0000-0000-00000280de80
2022-01-01T05:00:00+00:00
1A
143.7388
43.9668
44.5505
26.4137
13.5505
0
143.7388
2.1125
88,729
0.405
Winter
1
5
5
1
13.95
0
1.0957
0
1
0
Commercial_Weekend
148.4491
127.477
1.1645
0
0
0.9381
1
148.4491
38.703
29.3874
0
0
57311ed1-7381-468a-9847-b291b92e3986
Winter_Peak
143.7388
30
0.4747
88.9496
54.7892
1
6.7504
22.16
41.2
21.18
22.16
0
24
2022-01-01T05:00:00+00:00
2021-12-31T05:00:00+00:00
152.7943
138.885
152.7943
166.7036
-9.0555
6.995
22.62
0.46
XGBoost
v2.0
138.6446
2.1296
153.3182
3.9412
22.16
20.2
1.24
41.2
10.41
0
4.012
81.81
0
0
1.46
30.2034
34.783
Super-Off-Peak
0.0951
6.3534
-0.0724
1.2725
33.657
20.1701
20.9503
14.61
0
0
0
0
1
0
0
0
483.5278
00000000-0000-0000-0000-00000280de80
2022-01-01T05:15:00+00:00
1A
147.1485
49.8888
45.0486
25.867
14.0689
0
147.1485
0.5762
88,729
0.4146
Winter
1
5
5
1
14.17
0
1.213
0
1
0
Commercial_Weekend
148.4491
127.477
1.1645
0
0
0.9405
0
148.4491
37.9571
25.3566
0
0
b4b2d406-825e-4f1e-b6b2-6d680f8cd101
Winter_Peak
147.1485
240
0.4667
103.883
43.2655
1
5.44
21.94
50.57
21.6
21.94
0
24
2022-01-01T05:15:00+00:00
2021-12-31T05:15:00+00:00
137.5647
122.844
137.5647
152.2854
9.5838
4.0437
23.17
1.23
Naive_Persistence
v2.0
148.1948
1.366
150.4735
4.3872
21.94
20.2
1.01
50.57
12.05
0
7.69
33.17
0
0
1.46
41.9051
43.1846
Super-Off-Peak
0.0769
23.7797
-0.3293
1.2208
45.0272
156.9033
23.7467
14.61
0
0
0
0
1
0
0
0
530.1076
00000000-0000-0000-0000-00000280de80
2022-01-01T05:30:00+00:00
1A
154.6259
49.4937
44.852
27.9113
13.0042
0
154.6259
1.9311
88,729
0.4357
Winter
1
5
5
1
13.63
0
1.1777
0
1
0
Commercial_Weekend
154.6259
127.477
1.213
0
0
0.9072
0
154.6259
44.6781
22.5125
0
0
9c364d2b-dc10-42fa-a931-718161b2af5d
Winter_Peak
154.6259
180
0.2483
99.5483
55.0776
1
18.2961
22.48
24.45
20.29
22.48
0
24
2022-01-01T05:30:00+00:00
2021-12-31T05:30:00+00:00
149.0626
140.5173
149.0626
157.6079
5.5633
3.0401
22.85
0.37
XGBoost
v2.0
150.5036
2.2079
172.9849
7.2185
22.48
20.2
1.55
24.45
7.37
0
3.736
19.49
0
0
1.46
45.0027
45.2039
Super-Off-Peak
0.0868
18.7913
-0.3246
1.1433
43.8331
43.7592
15.8572
14.61
0
0
0
0
0
0
0
0
497.8966
00000000-0000-0000-0000-00000280de80
2022-01-01T05:45:00+00:00
1A
133.4507
48.5554
44.4446
27.0545
13.3962
0
133.4507
0.6284
88,729
0.376
Winter
1
5
5
1
15.81
0
1.0239
0
0
0
Commercial_Weekend
154.6259
127.477
1.213
0
0
0.9053
0
154.6259
30.2204
25.8223
0
0
null
null
133.4507
30
0.3809
83.862
49.5887
0
0
20.3
53.25
19.87
20.3
0
24
2022-01-01T05:45:00+00:00
2021-12-31T05:45:00+00:00
134.3638
132.9613
134.3638
135.7663
-0.9131
0.5
21.67
1.36
Ensemble
v2.0
132.2216
1.9059
124.5472
4.4066
20.3
20.2
-0.63
53.25
10.95
0
1.845
33.23
0
0
1.46
33.5322
32.5903
Super-Off-Peak
0.0896
18.8279
-0.3716
0.1221
33.2936
94.0335
10.4804
14.61
0
0
0
0
1
0
0
0
546.5357
00000000-0000-0000-0000-00000280de80
2022-01-01T06:00:00+00:00
1A
140.6179
44.0209
43.2052
28.344
14.0053
0
140.6179
0.305
88,729
0.3962
Winter
1
5
6
1
14.27
0
1.1034
0
1
0
Commercial_Weekend
154.6259
127.477
1.213
39.4836
0
0.9055
0
154.6259
42.4183
36.9677
1
0
e325547a-f733-4a0e-8d76-904b19036786
Winter_Peak
140.6179
240
0.2264
104.4656
36.1523
1
7.7141
21.84
38.15
20.59
21.84
0
24
2022-01-01T06:00:00+00:00
2021-12-31T06:00:00+00:00
141.1192
140.3492
141.1192
141.8892
-0.5013
1.165
19.54
-2.3
ARIMA
v2.0
137.0703
1.8201
135.7458
5.8606
21.84
20.2
0.91
38.15
9.47
0
7.569
42.92
0
0
1.46
30.2052
29.6084
Super-Off-Peak
0.0874
16.1463
-0.3339
0.3737
29.9491
91.5009
21.6145
14.61
0
0
0
0
0
0
0
0
545.3192
00000000-0000-0000-0000-00000280de80
2022-01-01T06:15:00+00:00
1A
146.9348
49.4362
44.832
27.9239
14.0712
0
146.9348
0.4352
88,729
0.414
Winter
1
5
6
1
14.3
0
1.1556
0
1
0
Commercial_Weekend
154.6259
127.477
1.213
45.1271
0
0.9072
0
154.6259
34.036
41.6529
1
0
1d7753aa-8f5c-4b74-b5f6-9073a350db5f
Winter_Peak
146.9348
120
0.4364
87.5044
59.4304
0
0
21.81
32.11
20.13
21.81
0
24
2022-01-01T06:15:00+00:00
2021-12-31T06:15:00+00:00
140.5724
130.7998
140.5724
150.345
6.3624
4.7183
21.6
-0.21
Ensemble
v2.0
144.6593
1.1354
150.9016
1.8635
21.81
20.2
0.62
32.11
8.24
0
6.107
15.61
0
0
1.46
41.5159
34.0554
Super-Off-Peak
0.0751
20.1583
-0.1961
0.6531
36.3723
165.2361
6.5448
14.61
0
0
0
0
1
0
0
1
435.0296
00000000-0000-0000-0000-00000280de80
2022-01-01T06:30:00+00:00
1A
157.8296
50.2161
45.8777
28.8965
13.1714
0
157.8296
1.0588
88,729
0.4447
Winter
1
5
6
1
13.61
0
1.0713
0
1
0
Commercial_Weekend
157.8296
127.477
1.2381
31.7697
0
0.8929
1
157.8296
44.907
31.4272
1
0
2e67857a-4b94-4ccd-b6c8-1c5dd185732e
Winter_Peak
157.8296
240
0.4737
87.7814
70.0481
1
17.0233
22.5
71.31
23.8
22.5
0
24
2022-01-01T06:30:00+00:00
2021-12-31T06:30:00+00:00
161.0157
156.1218
161.0157
165.9097
-3.1862
1.4513
20.69
-1.81
LSTM
v2.0
156.5351
0.542
172.2068
5.548
22.5
20.2
1.05
71.31
16.76
0
14.968
45.28
0
0
1.46
18.8613
20.0454
Super-Off-Peak
0.0738
18.486
-0.1758
0.3821
21.7133
147.9979
9.0643
14.61
0
0
0
0
0
0
0
1
547.8189
00000000-0000-0000-0000-00000280de80
2022-01-01T06:45:00+00:00
1A
162.2254
50.6594
44.818
28.627
14.2459
0
162.2254
0.9696
88,729
0.4571
Winter
1
5
6
1
13.29
0
1.1989
0
1
0
Commercial_Weekend
162.2254
127.477
1.2726
39.5688
0
0.8734
0
162.2254
38.4398
43.5436
1
0
da4b4d14-46fe-4f6b-86f6-9eed8af20e95
Winter_Peak
162.2254
30
0.3872
117.0103
45.2152
0
0
22.82
46.34
22.31
22.82
0
24
2022-01-01T06:45:00+00:00
2021-12-31T06:45:00+00:00
158.0219
151.5654
158.0219
164.4785
4.2035
2.4081
25.18
2.36
ARIMA
v2.0
157.0679
2.5143
159.978
2.8324
22.82
20.2
1.11
46.34
12.09
0
3.986
26.48
0
0
1.46
32.9802
27.6944
Super-Off-Peak
0.0723
17.2711
-0.3697
0.4113
28.1416
136.2941
6.308
14.61
0
0
0
0
0
0
0
0
454.1379
00000000-0000-0000-0000-00000280de80
2022-01-01T07:00:00+00:00
1A
163.311
48.6875
48.6028
30.6208
15.6618
0.0072
163.311
1.3674
88,729
0.4601
Winter
1
5
7
1
13.61
0
0.9495
0
1
0
Commercial_Weekend
163.311
127.477
1.2811
30.4629
0
0.8722
0
163.311
36.7621
36.7985
1
0
edf43a50-0783-4220-ba13-c700bc73291a
Winter_Peak
163.311
30
0.1307
103.2863
60.0247
0
0
22.51
65.28
23.35
22.51
0
24
2022-01-01T07:00:00+00:00
2021-12-31T07:00:00+00:00
163.8422
163.0262
163.8422
164.6582
-0.5313
0.5
22.03
-0.48
LSTM
v2.0
167.3035
1.7995
145.24
6.5616
22.51
20.2
0.54
65.28
15.56
0
8.038
29.91
0.253
0
1.46
21.3055
25.1517
Mid-Peak
0.1404
20.8563
-0.1085
0.5245
25.5534
177.5556
24.6336
14.61
1
0.0072
0
0
1
0
0
0
434.6083
00000000-0000-0000-0000-00000280de80
2022-01-01T07:15:00+00:00
1A
164.256
54.3116
45.1805
28.8388
12.2331
0.0144
164.256
2.7479
88,729
0.4628
Winter
1
5
7
1
13.3
0
1.1208
0
1
0
Commercial_Weekend
164.256
127.477
1.2885
45.4291
0
0.8716
0
164.256
36.6799
36.352
1
0
ab0a1fa3-423e-49b1-9194-98d0917dcf07
Winter_Peak
164.256
15
0.4487
92.6994
71.5566
0
0
22.81
76.9
24.59
22.81
0
24
2022-01-01T07:15:00+00:00
2021-12-31T07:15:00+00:00
173.8027
159.1389
173.8027
188.4665
-9.5467
4.4207
21.7
-1.11
ARIMA
v2.0
160.0575
1.6328
165.531
1.0775
22.81
20.2
0.59
76.9
18.19
0
4.595
31.67
0
0
1.46
25.2885
28.9127
Mid-Peak
0.1552
26.3423
-0.3935
0.7148
30.2601
113.7687
19.5279
14.61
2
0.0144
0
0
1
0
0
0
437.8431
00000000-0000-0000-0000-00000280de80
2022-01-01T07:30:00+00:00
1A
168.1052
55.6974
50.0131
30.3848
15.5874
0.0288
168.1052
0.5147
88,729
0.4736
Winter
1
5
7
1
13.86
0
1.0812
0
1
0
Commercial_Weekend
168.1052
127.477
1.3187
34.3905
0
0.8564
0
168.1052
48.0405
21.974
1
0
1e57b146-41d9-4a4d-ac5e-58672c6935b5
Winter_Peak
168.1052
120
0.2647
121.0014
47.1038
1
16.0844
22.25
69.8
23.38
22.25
0
24
2022-01-01T07:30:00+00:00
2021-12-31T07:30:00+00:00
170.2647
166.9477
170.2647
173.5817
-2.1595
0.7932
20.85
-1.4
Prophet
v2.0
165.1319
1.3335
156.0725
8.6293
22.25
20.2
-0.21
69.8
16.21
0
7.078
44.37
0
0
1.46
32.441
26.0679
Mid-Peak
0.1458
25.7878
-0.0544
0.3108
25.1102
124.6132
8.8235
14.61
4
0.0288
0
0
0
0
0
0
550.6857
00000000-0000-0000-0000-00000280de80
2022-01-01T07:45:00+00:00
1A
173.1286
52.9935
49.1569
30.3145
15.6779
0.0432
171.3394
1.7505
88,729
0.4878
Winter
1
5
7
1
13.21
0
1.0752
0
1
0
Commercial_Weekend
173.1286
127.477
1.3581
38.9093
0
0.8368
0
173.1286
41.0738
33.1211
1
0
fba13b79-cedc-4d10-8627-a9319b14c00b
Winter_Peak
173.1286
15
0.3049
108.3037
64.825
0
0
22.9
70.7
24.25
22.9
0
24
2022-01-01T07:45:00+00:00
2021-12-31T07:45:00+00:00
175.277
171.9771
175.277
178.577
-2.1484
3.747
22.99
0.09
ARIMA
v2.0
170.4742
1.9587
187.607
5.9624
22.9
20.2
0.21
70.7
17.04
37.87
8.136
21.81
0.882
0
1.46
57.3592
55.0995
Mid-Peak
0.1645
21.4096
-0.3486
0.5708
60.5073
12.7592
11.5864
14.61
6
0.0432
0
0
1
1.7892
0
0
483.0996
00000000-0000-0000-0000-00000280de80
2022-01-01T08:00:00+00:00
1A
193.3777
54.9413
50.2844
30.2368
13.5297
0.222
188.9461
0.5432
88,729
0.5449
Winter
1
5
8
1
11.74
0
1.0647
0
1
0
Commercial_Weekend
193.3777
127.477
1.517
42.8923
0
0.7568
0
193.3777
58.2496
29.5278
1
0
c8f7ed1c-4de6-40d4-9d33-b9c8abf2fc8d
Winter_Peak
193.3777
15
0.4293
124.4002
68.9775
1
18.2757
24.37
36.17
23.28
24.37
0
24
2022-01-01T08:00:00+00:00
2021-12-31T08:00:00+00:00
195.1984
192.4018
195.1984
197.995
-1.8207
1.4854
24.43
0.06
Prophet
v2.0
200.0099
2.1983
173.4849
6.3828
24.37
20.2
1.44
36.17
11.6
72.09
3.155
38.73
0
0
1.46
34.8454
27.6103
Mid-Peak
0.1542
9.8857
-0.2183
0.8465
26.9667
114.2286
0.8461
14.61
11
0.072
0.15
0
1
4.4316
0
0
485.672
00000000-0000-0000-0000-00000280de80
2022-01-01T08:15:00+00:00
1A
196.5922
56.5286
48.8636
32.1502
16.8536
0.294
188.0518
0.4761
88,729
0.5539
Winter
1
5
8
1
11.91
0
1.1485
0
1
0
Commercial_Weekend
196.5922
127.477
1.5422
45.5094
0
0.7519
0
196.5922
66.7207
23.3686
1
0
b21e37e5-2139-4b28-8495-856bce14c78a
Winter_Peak
196.5922
180
0.0364
111.793
84.7992
0
0
24.2
70.95
25.86
24.2
0
24
2022-01-01T08:15:00+00:00
2021-12-31T08:15:00+00:00
199.0626
195.2681
199.0626
202.8571
-2.4703
3.4959
24.4
0.21
XGBoost
v2.0
199.7175
1.3904
185.7227
6.1766
24.2
20.2
1.05
70.95
18.39
111.37
3.756
28.35
0
0
1.46
46.0457
49.9084
Mid-Peak
0.1528
20.0754
-0.2538
0.4603
51.1762
35.8063
9.1223
14.61
21
0.144
0.15
0
0
8.5405
0
0
491.7072
00000000-0000-0000-0000-00000280de80
2022-01-01T08:30:00+00:00
1A
195.7417
56.0494
51.3322
35.1311
16.3204
0.5088
188.3823
0.4325
88,729
0.5515
Winter
1
5
8
1
12.33
0
1.2081
0
1
0
Commercial_Weekend
196.5922
127.477
1.5422
46.1583
0
0.7589
0
196.5922
48.6398
42.5791
1
0
fe3fe5d7-84b2-4c21-843f-9f9176229c5b
Winter_Peak
195.7417
180
0.4999
113.7765
81.9652
0
0
23.78
54.7
24.07
23.78
0
24
2022-01-01T08:30:00+00:00
2021-12-31T08:30:00+00:00
218.4662
183.5614
218.4662
253.3709
-22.7245
7.1377
22.89
-0.88
XGBoost
v2.0
190.318
2.8409
200.4571
2.7293
23.78
20.2
0.41
54.7
14.72
132.12
6.358
37.56
0
0
1.46
44.5407
46.9459
Mid-Peak
0.1267
6.1625
-0.1712
0.5746
49.2142
25.9836
23.7714
14.61
31
0.2088
0.3
0
0
7.3594
0
0
446.8924
00000000-0000-0000-0000-00000280de80
2022-01-01T08:45:00+00:00
1A
187.4941
57.1958
52.3438
32.1743
15.3639
0.9312
179.1269
0.3795
88,729
0.5283
Winter
1
5
8
1
12.86
0
1.1074
0
1
0
Commercial_Weekend
196.5922
127.477
1.5422
46.3297
0
0.7643
1
196.5922
40.1083
39.8241
1
0
f965a0ee-234b-45c8-826a-fa3a6483e013
Winter_Peak
187.4941
120
0.4373
122.159
65.3351
0
0
23.25
57.74
23.68
23.25
0
24
2022-01-01T08:45:00+00:00
2021-12-31T08:45:00+00:00
183.5068
177.3824
183.5068
189.6313
3.9873
3.528
23.54
0.29
Ensemble
v2.0
190.5086
1.1853
194.0081
6.1672
23.25
20.2
-0.32
57.74
14.8
138.12
2.972
55.72
0
0
1.46
34.9313
29.7116
Mid-Peak
0.2088
27.9263
-0.3301
0.5092
32.5582
130.3914
15.4578
14.61
50
0.3312
0.6
0
0
8.3672
0
0
490.9618
00000000-0000-0000-0000-00000280de80
2022-01-01T09:00:00+00:00
1A
218.8559
58.9125
54.0608
34.5258
16.9979
1.2756
202.1634
3.3844
88,729
0.6166
Winter
1
5
9
1
11.06
0
1.0372
0
1
0
Commercial_Weekend
218.8559
127.477
1.7168
30.4057
0
0.695
1
218.8559
57.01
25.3994
0
0
3efbd3a1-cde3-4520-bce1-5988802dcec3
Winter_Peak
218.8559
60
0.2953
129.5172
89.3388
0
0
25.05
81.11
27.76
25.05
0
24
2022-01-01T09:00:00+00:00
2021-12-31T09:00:00+00:00
206.1127
186.5392
206.1127
225.6863
12.7432
3.842
26.06
1.01
XGBoost
v2.0
213.8068
2.7882
220.7688
1.6233
25.05
20.2
1.29
81.11
21.27
180.72
0.864
49.28
0
0
1.46
46.8437
52.6684
Off-Peak
0.0846
30.8764
-0.1076
0.2245
50.2227
19.5691
21.4139
14.61
78
0.5256
0.75
0
1
16.6925
0
0
500.5005
00000000-0000-0000-0000-00000280de80
2022-01-01T09:15:00+00:00
1A
198.3955
60.7916
54.511
34.8647
19.7692
2.1624
189.8253
0.5477
88,729
0.559
Winter
1
5
9
1
13.1
0
1.1547
0
1
0
Commercial_Weekend
218.8559
127.477
1.7168
34.9934
0
0.7006
0
218.8559
46.748
25.8152
1
0
37ca3f5f-c63b-4372-b2a2-5aefe951b13b
Winter_Peak
198.3955
60
0.0415
139.3629
59.0325
1
6.7955
23.01
50.99
22.88
23.01
0
24
2022-01-01T09:15:00+00:00
2021-12-31T09:15:00+00:00
188.5646
173.4644
188.5646
203.6648
9.8308
2.936
22.29
-0.72
LSTM
v2.0
203.9394
2.4751
216.3594
8.4045
23.01
20.2
-0.93
50.99
13.2
231.8
7.934
39.55
0
0
1.46
44.4533
45.4411
Off-Peak
0.1364
12.418
-0.2054
0.5164
45.4169
168.4305
17.2064
14.61
102
0.6624
1.5
0
1
8.5701
0
1
515.5249
00000000-0000-0000-0000-00000280de80
2022-01-01T09:30:00+00:00
1A
209.1721
60.259
51.1407
35.9332
16.2707
3.222
192.5046
0.8479
88,729
0.5894
Winter
1
5
9
1
11.88
0
1.2315
0
1
0
Commercial_Weekend
218.8559
127.477
1.7168
42.8691
0
0.7071
1
218.8559
73.137
27.627
1
0
efc1369c-3a2a-4c9e-bd3e-be55a74157fc
Winter_Peak
209.1721
60
0.0436
135.1827
73.9894
0
0
24.23
20
21.83
24.23
0
24
2022-01-01T09:30:00+00:00
2021-12-31T09:30:00+00:00
200.3423
186.7796
200.3423
213.9049
8.8298
3.5936
23.33
-0.9
XGBoost
v2.0
206.1645
1.2846
211.2783
1.4755
24.23
20.2
0.13
20
8.23
315.83
3.001
14.25
0
0
1.46
43.2123
38.7071
Off-Peak
0.1215
11.6521
-0.1431
1.2584
40.2174
110.5316
8.7955
14.61
150
0.972
2.25
0
0
16.6675
0
0
513.4526
00000000-0000-0000-0000-00000280de80
2022-01-01T09:45:00+00:00
1A
236.3508
66.0972
55.7088
36.3862
17.3188
3.804
209.7914
1.6268
88,729
0.6659
Winter
1
5
9
1
10.76
0
1.0134
0
1
0
Commercial_Weekend
236.3508
127.477
1.8541
39.8833
0
0.6634
0
236.3508
64.9468
25.2365
1
5.5802
c859eac7-f0be-41bd-82bf-cd5a9f37ba9b
Winter_Peak
236.3508
120
0.0456
169.187
67.1638
0
0
25.35
20
23.03
25.35
0
24
2022-01-01T09:45:00+00:00
2021-12-31T09:45:00+00:00
238.773
235.0524
238.773
242.4937
-2.4223
2.3536
23.99
-1.37
LSTM
v2.0
239.1623
1.1379
229.4053
4.7599
25.35
20.2
1.1
20
9.35
370.06
2.008
12.96
0
0
1.46
52.4128
59.0253
Off-Peak
0.1058
23.7848
-0.0807
0.3114
64.1614
163.4233
20.8126
14.61
211
1.404
2.4
0
0
26.5594
0
0
504.1707
00000000-0000-0000-0000-00000280de80
2022-01-01T10:00:00+00:00
1A
242.5003
68.6556
59.3288
37.9681
17.0317
5.2272
234.7161
0.9375
88,729
0.6833
Winter
1
5
10
1
10.97
0
1.1794
0
1
0
Commercial_Weekend
242.5003
127.477
1.9023
0
0
0.6552
0
242.5003
49.6275
54.207
0
0
6b4accdc-f657-4fd8-8cea-60ef4f747beb
Winter_Peak
242.5003
60
0.2101
158.4291
84.0712
0
0
25.14
20
22.8
25.14
0
24
2022-01-01T10:00:00+00:00
2021-12-31T10:00:00+00:00
250.9082
237.9936
250.9082
263.8228
-8.4079
2.3789
23.36
-1.78
XGBoost
v2.0
233.1585
3.1654
259.3577
4.6265
25.14
20.2
0.75
20
9.14
402.79
8.473
12.67
0
0
1.46
56.4363
47.4339
Off-Peak
0.0854
10.8388
-0.3986
0.7234
47.4412
38.2188
11.5517
14.61
250
1.6272
3.6
0
0
7.7841
0
0
433.5991
00000000-0000-0000-0000-00000280de80
2022-01-01T10:15:00+00:00
1A
250.1229
67.9915
60.3185
37.1937
17.919
6.8184
222.3953
1.8012
88,729
0.7047
Winter
1
5
10
1
10.54
0
1.0976
0
1
0
Commercial_Weekend
250.1229
127.477
1.9621
0
0
0.6439
0
250.1229
82.3237
66.1859
0
5.488
37891823-1853-454c-8d01-03c3d56915bf
Winter_Peak
250.1229
240
0.4673
185.571
64.5519
0
0
25.57
56.35
26.32
25.57
0
24
2022-01-01T10:15:00+00:00
2021-12-31T10:15:00+00:00
266.0094
241.6077
266.0094
290.4112
-15.8865
6.3822
25.49
-0.08
Ensemble
v2.0
255.4426
1.9611
236.7536
5.9388
25.57
20.2
1.05
56.35
16.84
473.85
3.106
9.47
0
0
1.46
72.0183
67.0628
Off-Peak
0.1302
27.7996
-0.1988
1.3081
66.6374
159.8749
18.3706
14.61
352
2.3184
4.5
0
0
27.7276
0
0
468.5367
00000000-0000-0000-0000-00000280de80
2022-01-01T10:30:00+00:00
1A
255.0208
66.1152
61.8465
39.6723
17.3165
10.6032
224.8298
0.9259
88,729
0.7185
Winter
1
5
10
1
10.57
0
1.2188
0
1
0
Commercial_Weekend
255.0208
127.477
2.0005
0
0
0.6401
0
255.0208
69.0652
67.2151
0
7.7081
9880027e-93dd-4a40-801b-c3c359058dfa
Winter_Peak
255.0208
120
0.2997
183.8012
71.2196
1
26.0254
25.54
32.4
24.27
25.54
0
24
2022-01-01T10:30:00+00:00
2021-12-31T10:30:00+00:00
247.9478
237.0837
247.9478
258.812
7.073
3.3262
26.72
1.19
Ensemble
v2.0
250.3582
2.8825
261.8452
7.7563
25.54
20.2
0.91
32.4
12.02
499.38
9.372
2.46
0.149
0
1.46
58.3068
61.25
Off-Peak
0.1072
29.3689
-0.1517
0.7558
66.3872
49.0912
4.6746
14.61
481
3.1032
7.5
0
1
30.191
0
0
497.0354
00000000-0000-0000-0000-00000280de80
2022-01-01T10:45:00+00:00
1A
252.7194
64.8467
61.2133
37.1121
18.2404
10.7748
225.5867
0.8765
88,729
0.7121
Winter
1
5
10
1
10.49
0
1.0494
0
1
0
Commercial_Weekend
255.0208
127.477
2.0005
0
0
0.6481
1
255.0208
77.3332
54.3496
0
4.574
b2a7f72e-7e68-4683-896c-b9730649bf75
Winter_Peak
252.7194
60
0.1931
147.8397
104.8797
0
0
25.62
93.48
29.52
25.62
0
24
2022-01-01T10:45:00+00:00
2021-12-31T10:45:00+00:00
234.1091
205.5237
234.1091
262.6945
18.6103
5.0016
25.55
-0.07
LSTM
v2.0
253.587
0.6116
269.1931
4.2954
25.62
20.2
0.9
93.48
24.32
434.11
2.329
23.78
0
0
1.46
63.2289
65.1951
Off-Peak
0.1443
8.0157
-0.2895
0.2014
71.1748
85.6951
17.0459
14.61
485
3.1248
7.65
0
0
27.1327
0
0
495.3541
00000000-0000-0000-0000-00000280de80
2022-01-01T11:00:00+00:00
1A
267.3861
68.3933
65.8605
37.0839
19.3205
14.3424
195.9252
1.2795
88,729
0.7534
Winter
1
5
11
1
10.35
0
1.044
0
1
0
Commercial_Weekend
267.3861
127.477
2.0975
0
0
0.6266
0
267.3861
80.73
67.9372
0
10.0002
96c23812-1168-4920-aba3-47390eb250dc
Winter_Peak
267.3861
30
0.0771
150.3407
117.0454
0
0
25.76
20
23.46
25.76
0
24
2022-01-01T11:00:00+00:00
2021-12-31T11:00:00+00:00
257.3052
241.821
257.3052
272.7895
10.0809
2.9665
25.35
-0.41
LSTM
v2.0
258.1303
2.6156
270.2466
1.538
25.76
20.2
0.97
20
9.76
418.99
1.845
27.13
0.015
0
1.46
73.331
74.9887
Off-Peak
0.1275
6.6216
-0.0654
1.4731
79.5526
89.0861
5.8898
14.61
683
4.4424
9.9
0
0
29.5927
-41.8682
0
550.2327
00000000-0000-0000-0000-00000280de80
2022-01-01T11:15:00+00:00
1A
258.4811
64.7716
66.8113
38.5825
19.9336
13.8216
175.2635
1.0582
88,729
0.7283
Winter
1
5
11
1
10.95
0
1.1526
0
1
0
Commercial_Weekend
267.3861
127.477
2.0975
0
0
0.634
0
267.3861
80.6896
49.5197
0
11.0503
2028dcb8-a7e6-4118-b904-245363a5429b
Winter_Peak
258.4811
240
0.2191
158.5896
99.8914
0
0
25.16
20
22.82
25.16
0
24
2022-01-01T11:15:00+00:00
2021-12-31T11:15:00+00:00
263.2482
255.9259
263.2482
270.5705
-4.7671
5.6166
24.57
-0.59
LSTM
v2.0
251.5056
2.4994
251.9277
3.7045
25.16
20.2
0.31
20
9.16
386.53
3.391
39.8
1.763
0
1.46
64.4651
61.7888
Off-Peak
0.0865
21.4902
-0.2848
0.8678
60.7553
14.119
23.5635
14.61
690
4.5216
9.3
0
0
28.5766
-54.6409
0
537.6599
00000000-0000-0000-0000-00000280de80
2022-01-01T11:30:00+00:00
1A
268.1554
70.3902
63.854
40.9386
19.3578
21.1464
207.9928
1.6775
88,729
0.7555
Winter
1
5
11
1
11.11
0
1.1125
0
1
0
Commercial_Weekend
268.1554
127.477
2.1036
0
0
0.64
0
268.1554
87.9976
28.6643
0
1.8754
07d081a3-19af-4cfa-b0e0-286b8022d86c
Winter_Peak
268.1554
120
0.3436
147.8868
120.2686
0
0
25
27.85
23.3
25
0
24
2022-01-01T11:30:00+00:00
2021-12-31T11:30:00+00:00
270.8157
266.7295
270.8157
274.9019
-2.6603
1.6795
25.07
0.07
ARIMA
v2.0
266.0474
0.6251
284.5338
6.3589
25
20.2
0.11
27.85
10.57
342.93
5.832
55.18
0
0
1.46
53.4009
53.9858
Off-Peak
0.1491
11.6745
-0.1148
0.3361
53.5831
81.1071
8.4479
14.61
914
5.8464
15.3
0
1
22.6747
-37.4879
1
525.6605
00000000-0000-0000-0000-00000280de80
2022-01-01T11:45:00+00:00
1A
274.2099
66.3737
61.7365
38.1731
20.7965
20.3028
190.2178
0.6548
88,729
0.7726
Winter
1
5
11
1
10.01
0
1.0753
0
1
0
Commercial_Weekend
274.2099
127.477
2.1511
0
0
0.6337
0
274.2099
81.7381
66.3588
0
10.6471
da95e18c-f5ff-4079-a508-e925e231a98a
Winter_Peak
274.2099
180
0.0678
184.4668
89.7431
0
0
26.1
61.01
27.35
26.1
0
24
2022-01-01T11:45:00+00:00
2021-12-31T11:45:00+00:00
260.6504
239.8229
260.6504
281.4778
13.5595
3.514
27.03
0.93
Ensemble
v2.0
279.9198
3.2648
294.6848
6.8616
26.1
20.2
1.18
61.01
18.3
418.47
3.016
29.07
0
0
1.46
65.3315
69.6799
Off-Peak
0.0869
29.8766
-0.1921
0.4428
73.9897
24.3618
19.4732
14.61
896
5.7528
14.55
0
1
29.6688
-54.3232
0
448.2417
00000000-0000-0000-0000-00000280de80
2022-01-01T12:00:00+00:00
1A
251.8182
60.0897
58.0916
38.4503
20.1314
19.9332
165.2205
0.7677
88,729
0.7095
Winter
1
5
12
1
10.9
0
1.0994
0
1
0
Commercial_Weekend
274.2099
127.477
2.1511
0
0
0.6395
0
274.2099
50.5519
34.4643
0
13.8085
ecd350ed-604f-43c4-a602-20cac1d6095d
Winter_Peak
251.8182
60
0.3871
157.624
94.1941
0
0
25.21
70.11
27.04
25.21
0
24
2022-01-01T12:00:00+00:00
2021-12-31T12:00:00+00:00
242.4673
228.1045
242.4673
256.8302
9.3508
3.0744
23.83
-1.37
Prophet
v2.0
248.2762
1.1726
246.5074
4.1164
25.21
20.2
0.28
70.11
19.23
500.72
11.356
26.43
0.047
0
1.46
72.7759
75.9795
Off-Peak
0.0971
31.4843
-0.2691
0.7244
76.8499
40.9303
18.4249
14.61
924
5.9832
13.95
0
0
30.3305
-56.2671
0
462.7111
00000000-0000-0000-0000-00000280de80
2022-01-01T12:15:00+00:00
1A
277.6231
66.5816
61.5567
39.248
20.5453
22.3368
227.5168
1.2305
88,729
0.7822
Winter
1
5
12
1
9.97
0
1.2852
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.639
0
277.6231
66.2556
37.1982
0
4.3748
86aceb6c-9118-411e-84e3-bd0705106182
Winter_Peak
277.6231
120
0.3445
194.938
82.6851
1
32.2998
26.14
35.3
25.19
26.14
0
24
2022-01-01T12:15:00+00:00
2021-12-31T12:15:00+00:00
267.2476
251.3109
267.2476
283.1843
10.3755
3.0658
26.02
-0.12
XGBoost
v2.0
274.3725
2.0857
288.4642
3.1424
26.14
20.2
1.22
35.3
13.2
335.7
11.944
53.24
0
0
1.46
76.7744
79.3886
Off-Peak
0.1032
18.6254
-0.3334
0.3702
81.8703
31.9092
17.378
14.61
1,000
6.4368
15.9
0
0
27.1265
-22.9799
1
496.1296
00000000-0000-0000-0000-00000280de80
2022-01-01T12:30:00+00:00
1A
269.652
73.7878
59.6626
39.565
19.0917
25.9188
213.7125
3.5663
88,729
0.7598
Winter
1
5
12
1
11.17
0
1.1505
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6455
0
277.6231
90.9817
43.797
0
1.499
5d668d81-1b3a-42f0-85de-6bf967d9baf3
Winter_Peak
269.652
15
0.3084
155.9976
113.6545
0
0
24.94
53.97
25.38
24.94
0
24
2022-01-01T12:30:00+00:00
2021-12-31T12:30:00+00:00
287.322
260.181
287.322
314.463
-17.6699
5.0599
23.88
-1.06
Naive_Persistence
v2.0
273.5299
2.5499
285.7804
3.9511
24.94
20.2
0.05
53.97
15.73
441.68
6.961
28.62
0
0
1.46
69.5856
73.3774
Off-Peak
0.098
19.7454
-0.3392
0.1808
70.5951
133.5919
21.6698
14.61
1,200
7.7688
18.15
0
0
22.8703
-33.0693
1
456.4696
00000000-0000-0000-0000-00000280de80
2022-01-01T12:45:00+00:00
1A
267.4538
67.3529
59.189
38.4993
19.5304
20.6064
204.9919
1.2756
88,729
0.7536
Winter
1
5
12
1
10.36
0
1.117
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6516
0
277.6231
54.012
41.7543
0
15.4705
a00cfa4b-665f-4376-adbb-3975409f2b70
Winter_Peak
267.4538
180
0.0867
187.7487
79.7052
1
27.566
25.75
62.76
27.09
25.75
0
24
2022-01-01T12:45:00+00:00
2021-12-31T12:45:00+00:00
261.6579
252.7553
261.6579
270.5605
5.7959
2.1129
25.03
-0.73
LSTM
v2.0
269.0973
1.0728
245.6383
4.9866
25.75
20.2
0.9
62.76
18.31
429.5
7.977
25.58
0
0
1.46
63.0919
64.7941
Off-Peak
0.1194
32.5748
-0.295
0.2608
66.9604
68.7413
20.1467
14.61
1,077
7.1064
13.5
0
1
35.9697
-26.4922
0
513.8347
00000000-0000-0000-0000-00000280de80
2022-01-01T13:00:00+00:00
1A
259.0278
62.8967
59.42
36.1148
16.2472
24.8016
182.2568
0.8932
88,729
0.7298
Winter
1
5
13
1
10.57
0
1.0513
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6569
0
277.6231
64.3876
31.3557
0
8.154
4e5f9751-49ad-4d6f-b2a5-687dabc70a71
Winter_Peak
259.0278
15
0.3266
147.3469
111.6809
1
14.1966
25.54
48.87
25.66
25.54
0
24
2022-01-01T13:00:00+00:00
2021-12-31T13:00:00+00:00
262.4995
257.1669
262.4995
267.8321
-3.4717
1.3563
27.03
1.48
XGBoost
v2.0
261.6371
2.3633
272.6668
5.2878
25.54
20.2
0.75
48.87
15.32
312.37
5.463
57.99
0.217
0
1.46
59.899
55.3261
Off-Peak
0.0979
34.9823
-0.1485
0.1663
53.0734
14.3353
15.1907
14.61
1,025
6.5016
18.3
0
0
26.3797
-50.3914
0
530.0054
00000000-0000-0000-0000-00000280de80
2022-01-01T13:15:00+00:00
1A
245.9503
60.9772
55.6343
37.6954
18.1511
23.7036
184.3479
1.3547
88,729
0.693
Winter
1
5
13
1
11.31
0
1.1436
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6612
0
277.6231
68.4026
41.3265
0
3.2513
null
null
245.9503
180
0.0697
175.6957
70.2546
0
0
24.8
54.32
25.25
24.8
0
24
2022-01-01T13:15:00+00:00
2021-12-31T13:15:00+00:00
249.308
244.1505
249.308
254.4654
-3.3577
2.9515
25.8
1
LSTM
v2.0
251.3383
1.5496
244.9679
0.5
24.8
20.2
0.08
54.32
15.66
394.51
4.609
30.47
0.379
0
1.46
65.5837
62.7979
Off-Peak
0.1023
15.3864
-0.1952
0.935
62.6224
66.154
17.5041
14.61
1,170
7.6536
16.05
0
1
21.6861
-39.9162
0
479.924
00000000-0000-0000-0000-00000280de80
2022-01-01T13:30:00+00:00
1A
263.2544
71.8811
58.7058
36.45
18.4778
22.4124
195.4124
3.147
88,729
0.7417
Winter
1
5
13
1
10.89
0
1.1883
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6664
0
277.6231
57.0013
62.7576
0
0.7262
1575da2f-b5a0-423c-b804-86f656a24270
Winter_Peak
263.2544
180
0.4414
172.3487
90.9058
1
27.6675
25.22
46.1
25.06
25.22
0
24
2022-01-01T13:30:00+00:00
2021-12-31T13:30:00+00:00
270.3225
259.466
270.3225
281.179
-7.068
2.6435
25.73
0.51
LSTM
v2.0
265.9869
1.591
254.8713
2.7263
25.22
20.2
0.6
46.1
14.44
408.97
2.056
24.24
0
0
1.46
79.9231
83.8337
Off-Peak
0.104
24.7701
-0.2591
0.3159
86.29
24.6811
22.0226
14.61
1,070
6.9624
15.45
0
0
20.2674
-47.5746
0
434.0681
00000000-0000-0000-0000-00000280de80
2022-01-01T13:45:00+00:00
1A
247.0072
58.2515
57.5262
33.8921
17.2027
21.2112
175.1582
0.5234
88,729
0.696
Winter
1
5
13
1
10.61
0
1.1351
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6704
0
277.6231
82.8327
25.7106
0
0
null
null
247.0072
60
0.399
174.9723
72.0348
0
0
25.5
66.52
27.09
25.5
0
24
2022-01-01T13:45:00+00:00
2021-12-31T13:45:00+00:00
236.8586
221.2705
236.8586
252.4468
10.1485
2.4848
24.41
-1.09
XGBoost
v2.0
239.8583
2.1409
233.2354
6.3843
25.5
20.2
0.98
66.52
18.8
224.34
5.74
65.08
0
0
1.46
44.9706
42.4989
Off-Peak
0.1452
21.9289
-0.2452
1.0873
45.7181
105.707
17.6495
14.61
923
5.9112
15.3
0
0
15.3866
-56.4624
0
435.0259
00000000-0000-0000-0000-00000280de80
2022-01-01T14:00:00+00:00
1A
257.4499
60.5496
58.2837
34.7088
16.7392
20.028
173.9532
0.6603
88,729
0.7254
Winter
1
5
14
1
9.99
0
1.1861
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6749
0
277.6231
75.0246
34.6101
0
10.3348
3c3b1d09-770f-4f54-9131-bb113cdae432
Winter_Peak
257.4499
120
0.0726
168.4164
89.0335
0
0
26.12
80.61
29.07
26.12
0
24
2022-01-01T14:00:00+00:00
2021-12-31T14:00:00+00:00
259.9242
256.1237
259.9242
263.7247
-2.4743
2.6101
24.48
-1.64
LSTM
v2.0
253.1356
1.8512
235.4155
6.6492
26.12
20.2
1.73
80.61
22.25
454.59
8.995
2.35
0
0
1.46
57.212
58.3937
Off-Peak
0.1013
31.6639
-0.2096
1.3402
57.4469
66.1041
12.0383
14.61
957
6.228
13.8
0
0
27.7301
-55.7666
0
570.2983
00000000-0000-0000-0000-00000280de80
2022-01-01T14:15:00+00:00
1A
242.6896
58.759
57.3895
34.3052
16.0271
20.154
193.0899
1.2443
88,729
0.6838
Winter
1
5
14
1
10.83
0
0.9704
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6783
0
277.6231
62.6267
64.0751
0
0
null
null
242.6896
15
0.0554
145.9378
96.7518
0
0
25.28
92.57
29
25.28
0
24
2022-01-01T14:15:00+00:00
2021-12-31T14:15:00+00:00
246.3285
240.7391
246.3285
251.918
-3.639
1.5333
25.74
0.47
Prophet
v2.0
247.4525
2.2758
231.0786
6.3009
25.28
20.2
1.02
92.57
23.79
400.48
4.948
2.92
0
0
1.46
53.2114
58.59
Off-Peak
0.1409
31.4854
-0.0671
0.7136
58.1814
32.1042
12.7796
14.61
796
5.004
15.15
0
0
17.4069
-32.1927
0
449.9834
00000000-0000-0000-0000-00000280de80
2022-01-01T14:30:00+00:00
1A
239.1737
62.7718
55.1956
34.4786
14.7843
16.5864
187.5471
0.4938
88,729
0.6739
Winter
1
5
14
1
10.89
0
1.1069
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6814
0
277.6231
69.3194
43.8015
0
4.8417
null
null
239.1737
15
0.4146
159.7212
79.4525
0
0
25.22
42.93
24.8
25.22
0
24
2022-01-01T14:30:00+00:00
2021-12-31T14:30:00+00:00
242.7498
237.2568
242.7498
248.2427
-3.5761
4.0137
23.92
-1.31
Prophet
v2.0
232.8025
2.5415
231.8725
4.7263
25.22
20.2
1.12
42.93
13.81
176
5.665
73.89
0
0
1.46
47.4148
49.8678
Off-Peak
0.0942
14.5297
-0.371
0.3219
50.494
159.5094
1.9036
14.61
836
5.4864
11.1
0
0
23.5965
-28.0301
1
521.2902
00000000-0000-0000-0000-00000280de80
2022-01-01T14:45:00+00:00
1A
210.4436
56.2725
52.9627
33.7716
18.2423
16.0992
169.3336
0.6439
88,729
0.5929
Winter
1
5
14
1
12.59
0
1.1342
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6827
0
277.6231
54.1285
22.6821
0
0
null
null
210.4436
30
0.2804
141.0087
69.4349
0
0
23.53
46.95
23.17
23.53
0
24
2022-01-01T14:45:00+00:00
2021-12-31T14:45:00+00:00
208.8388
206.3738
208.8388
211.3038
1.6048
0.6062
23.89
0.36
LSTM
v2.0
213.9489
2.3161
222.2099
4.5158
23.53
20.2
-0.41
46.95
12.92
171.84
4.195
62.47
0
0
1.46
56.2611
55.9418
Off-Peak
0.1495
27.6308
-0.1017
1.2653
59.2725
146.3063
23.3997
14.61
808
5.2992
10.8
0
1
7.4635
-33.6465
0
443.4679
00000000-0000-0000-0000-00000280de80
2022-01-01T15:00:00+00:00
1A
221.2366
54.1534
57.0895
33.3412
18.224
17.8884
163.1313
0.4979
88,729
0.6233
Winter
1
5
15
1
12.02
0
1.1008
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6846
0
277.6231
54.5206
30.9851
0
0
null
null
221.2366
15
0.2364
125.4349
95.8017
0
0
24.09
69.81
25.64
24.09
0
24
2022-01-01T15:00:00+00:00
2021-12-31T15:00:00+00:00
206.5722
184.0477
206.5722
229.0967
14.6644
3.9374
26.15
2.05
XGBoost
v2.0
222.8261
0.9195
218.8749
2.7961
24.09
20.2
0.34
69.81
18.06
173.17
7.78
56.15
0
0
1.46
45.9107
48.7184
Off-Peak
0.1241
33.1962
-0.0636
1.053
52.2589
144.7123
12.5369
14.61
759
4.8384
13.05
0
0
11.3621
-46.7431
0
442.8406
00000000-0000-0000-0000-00000280de80
2022-01-01T15:15:00+00:00
1A
233.4732
56.167
55.1222
33.4912
16.1861
18.7224
223.697
3.9528
88,729
0.6578
Winter
1
5
15
1
11.01
0
1.0681
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6871
0
277.6231
52.2086
54.4506
0
0
null
null
233.4732
240
0.4031
157.8085
75.6647
0
0
25.1
87.23
28.33
25.1
0
24
2022-01-01T15:15:00+00:00
2021-12-31T15:15:00+00:00
239.2792
230.3611
239.2792
248.1973
-5.806
3.5949
28.06
2.96
ARIMA
v2.0
237.8476
1.7194
221.7058
4.2755
25.1
20.2
1.54
87.23
22.55
230.47
3.708
14.91
0.242
0
1.46
67.2965
63.9317
Off-Peak
0.099
14.8353
-0.0725
0.9741
65.299
115.5567
10.6367
14.61
855
5.5224
13.2
0
0
9.7762
0
1
474.3928
00000000-0000-0000-0000-00000280de80
2022-01-01T15:30:00+00:00
1A
202.6934
54.7835
54.9021
31.9477
15.8519
17.7948
191.161
0.7752
88,729
0.5711
Winter
1
5
15
1
13.02
0
1.1061
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6878
0
277.6231
41.3967
47.6699
0
0
null
null
202.6934
30
0.1756
125.415
77.2785
0
0
23.09
45.02
22.52
23.09
0
24
2022-01-01T15:30:00+00:00
2021-12-31T15:30:00+00:00
200.9139
198.1805
200.9139
203.6473
1.7795
1.8766
22.75
-0.34
Naive_Persistence
v2.0
206.8206
1.7431
185.4906
5.1938
23.09
20.2
-0.27
45.02
12.1
158.78
11.642
26.17
0
0
1.46
58.1957
56.3218
Off-Peak
0.1299
18.9088
-0.0589
0.155
61.8432
154.3966
23.2588
14.61
865
5.6448
12.15
0
1
11.5324
0
1
530.3071
00000000-0000-0000-0000-00000280de80
2022-01-01T15:45:00+00:00
1A
223.7252
61.9533
52.5368
33.742
16.7009
21.4548
217.9645
0.9179
88,729
0.6304
Winter
1
5
15
1
12.26
0
1.1028
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
0
0.6896
0
277.6231
52.0554
61.1594
0
0
null
null
223.7252
30
0.1195
138.5307
85.1945
0
0
23.85
48.41
23.66
23.85
0
24
2022-01-01T15:45:00+00:00
2021-12-31T15:45:00+00:00
230.4476
220.122
230.4476
240.7732
-6.7224
2.9626
25.77
1.92
LSTM
v2.0
230.3416
2.0254
232.9524
5.2892
23.85
20.2
0.7
48.41
13.53
123.27
4.266
25.48
0
0
1.46
58.6784
54.6239
Off-Peak
0.093
10.7266
-0.1871
0.3489
59.1172
45.6593
2.7327
14.61
1,056
6.9048
14.55
0
0
5.7608
0
0
507.3946
00000000-0000-0000-0000-00000280de80
2022-01-01T16:00:00+00:00
1A
215.9757
58.7093
51.9613
33.3482
14.8814
22.1772
211.3915
1.5313
88,729
0.6085
Winter
1
5
16
1
12.45
0
1.1594
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
43.2332
0.691
0
277.6231
47.7111
42.9137
1
0
null
null
215.9757
15
0.2317
146.9419
69.0338
0
0
23.66
64.42
24.69
23.66
0
24
2022-01-01T16:00:00+00:00
2021-12-31T16:00:00+00:00
212.4542
207.045
212.4542
217.8633
3.5216
0.9621
24
0.33
Naive_Persistence
v2.0
217.1622
0.6692
226.568
6.5131
23.66
20.2
0.73
64.42
16.55
41.32
6.215
71.48
0
0
1.46
36.4615
48.6931
Off-Peak
0.1038
10.4106
-0.1494
0.6
52.4805
50.9661
13.6906
14.61
958
6.1272
16.05
0
1
4.5843
0
1
458.0087
00000000-0000-0000-0000-00000280de80
2022-01-01T16:15:00+00:00
1A
212.5839
62.0526
52.0074
32.962
15.7566
28.3944
210.5624
0.6286
88,729
0.599
Winter
1
5
16
1
13.48
0
1.1822
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
47.4486
0.6921
0
277.6231
46.4715
37.9558
1
0
null
null
212.5839
15
0.2018
130.2427
82.3412
0
0
22.63
20
20.13
22.63
0
24
2022-01-01T16:15:00+00:00
2021-12-31T16:15:00+00:00
221.4517
207.8308
221.4517
235.0726
-8.8678
6.5374
23.66
1.03
LSTM
v2.0
214.0241
0.5
210.1806
0.6938
22.63
20.2
-0.06
20
6.63
31.7
3.371
38.46
0
0
1.46
41.8075
48.3551
Off-Peak
0.1395
13.7911
-0.0663
0.6532
51.7406
174.3594
17.7396
14.61
1,167
7.3944
21
0
0
2.0215
0
0
502.5716
00000000-0000-0000-0000-00000280de80
2022-01-01T16:30:00+00:00
1A
216.2654
59.8653
55.2163
33.5542
15.9377
27.8832
216.2654
1.6615
88,729
0.6093
Winter
1
5
16
1
13.29
0
1.1429
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
55.361
0.6934
0
277.6231
68.0635
57.7827
1
0
null
null
216.2654
30
0.1751
127.0108
89.2547
0
0
22.82
30.09
21.08
22.82
0
24
2022-01-01T16:30:00+00:00
2021-12-31T16:30:00+00:00
210.1906
200.8596
210.1906
219.5216
6.0749
3.8576
23.08
0.27
Ensemble
v2.0
226.0622
3.5911
235.1248
6.6113
22.82
20.2
0.36
30.09
8.83
0
7.244
13.44
0
0
1.46
61.5614
66.3992
Off-Peak
0.134
20.0095
-0.1312
0.475
68.9506
157.0812
8.2906
14.61
1,334
8.6832
19.2
0
1
0
0
1
517.6407
00000000-0000-0000-0000-00000280de80
2022-01-01T16:45:00+00:00
1A
224.2367
60.9332
56.9905
35.3061
17.225
35.9088
224.2367
0.6217
88,729
0.6318
Winter
1
5
16
1
13.75
0
1.0715
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
48.9293
0.6951
0
277.6231
58.8289
33.6349
1
0
null
null
224.2367
180
0.2475
147.4505
76.7863
0
0
22.36
42.13
21.47
22.36
0
24
2022-01-01T16:45:00+00:00
2021-12-31T16:45:00+00:00
227.8387
222.3061
227.8387
233.3714
-3.602
2.3202
22.29
-0.08
Ensemble
v2.0
230.2995
1.7213
231.3516
4.8932
22.36
20.2
0.15
42.13
10.79
0
12.104
48.47
0
0
1.46
50.6257
57.7053
Off-Peak
0.1473
26.2052
-0.0515
0.5131
61.6499
104.4449
15.4881
14.61
1,695
11.0088
24.9
0
0
0
0
1
466.2753
00000000-0000-0000-0000-00000280de80
2022-01-01T17:00:00+00:00
1A
240.9287
64.6942
58.4167
35.6264
18.2501
34.9992
271.5091
1.7073
88,729
0.6788
Winter
1
5
17
1
12.9
0
1.1585
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
42.8133
0.6976
0
277.6231
61.0764
45.7453
1
0
null
null
240.9287
15
0.1091
137.9791
102.9496
0
0
23.21
37.21
22.06
23.21
0
24
2022-01-01T17:00:00+00:00
2021-12-31T17:00:00+00:00
244.738
238.8869
244.738
250.5892
-3.8093
3.0765
22.19
-1.02
LSTM
v2.0
250.5077
2.3861
231.2576
7.3378
23.21
20.2
1.24
37.21
10.65
0
4.328
40.01
2.05
0
1.46
49.1491
46.1036
Off-Peak
0.1313
28.1899
-0.3765
0.3406
46.4561
157.5863
13.6565
14.61
1,886
12.4992
22.5
1.4556
1
0
30.5804
0
457.0265
00000000-0000-0000-0000-00000280de80
2022-01-01T17:15:00+00:00
1A
236.9305
60.9285
58.7405
37.6203
19.0924
39.4716
280.3338
0.5823
88,729
0.6676
Winter
1
5
17
1
13.5
0
1.072
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
45.5838
0.6998
0
277.6231
82.8637
46.3679
1
0
null
null
236.9305
240
0.1216
168.5487
68.3818
0
0
22.61
76.34
24.3
22.61
0
24
2022-01-01T17:15:00+00:00
2021-12-31T17:15:00+00:00
246.0437
232.0459
246.0437
260.0415
-9.1132
3.3109
23.01
0.4
LSTM
v2.0
229.5791
2.0693
214.6374
5.979
22.61
20.2
0.9
76.34
17.88
0
5.712
29.38
0
0
1.46
64.1661
68.2758
Off-Peak
0.0846
7.2477
-0.1935
1.2334
68.9889
85.6221
14.9375
14.61
1,694
10.8216
28.65
3.2252
1
0
43.4033
0
502.7058
00000000-0000-0000-0000-00000280de80
2022-01-01T17:30:00+00:00
1A
248.8321
64.7927
57.9302
36.2473
19.6672
52.2408
279.3123
0.5813
88,729
0.7011
Winter
1
5
17
1
13.74
0
1.141
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
54.5018
0.7026
0
277.6231
53.5649
71.6497
1
0
null
null
248.8321
180
0.4233
140.2229
108.6092
0
0
22.37
29.83
20.57
22.37
0
24
2022-01-01T17:30:00+00:00
2021-12-31T17:30:00+00:00
239.9865
226.3996
239.9865
253.5734
8.8456
3.2436
21.28
-1.09
LSTM
v2.0
247.1957
1.9635
237.0654
3.4455
22.37
20.2
0.92
29.83
8.34
0
3.814
15.34
0
0
1.46
64.5442
61.4076
Off-Peak
0.0848
24.6786
-0.3818
1.3495
64.7073
171.8741
8.1902
14.61
2,456
15.9408
36.3
3.0127
1
0
30.4802
0
508.2626
00000000-0000-0000-0000-00000280de80
2022-01-01T17:45:00+00:00
1A
220.4664
62.6588
55.449
35.3051
18.3275
48.726
259.6224
0.5894
88,729
0.6212
Winter
1
5
17
1
15.23
0
1.2011
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
45.1012
0.7039
0
277.6231
50.7409
55.5706
1
0
null
null
220.4664
120
0.1925
144.1379
76.3285
0
0
20.88
70.09
21.7
20.88
0
24
2022-01-01T17:45:00+00:00
2021-12-31T17:45:00+00:00
222.1087
219.5861
222.1087
224.6312
-1.6423
2.2767
22.02
1.14
LSTM
v2.0
212.0013
2.8251
232.7493
3.5108
20.88
20.2
-0.31
70.09
14.89
0
10.232
25.69
0
0
1.46
52.8188
63.2772
Off-Peak
0.0837
27.2747
-0.3473
0.4598
67.4715
100.9018
0.8423
14.61
2,543
16.776
31.95
3.1011
1
0
39.1561
1
559.9828
00000000-0000-0000-0000-00000280de80
2022-01-01T18:00:00+00:00
1A
237.5111
65.0635
54.3017
38.5162
16.0788
55.1664
279.439
0.7927
88,729
0.6692
Winter
1
5
18
1
14.47
0
1.153
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
51.1
0.706
0
277.6231
77.5085
70.0023
1
0
null
null
237.5111
30
0.2734
161.6693
75.8418
0
0
21.64
57.92
21.78
21.64
0
24
2022-01-01T18:00:00+00:00
2021-12-31T18:00:00+00:00
245.3997
233.2828
245.3997
257.5166
-7.8886
4.3815
22.01
0.37
Naive_Persistence
v2.0
232.5439
1.8711
230.1281
5.8458
21.64
20.2
0.71
57.92
13.22
0
5.417
31.84
0.189
0
1.46
64.0953
66.3368
Off-Peak
0.0995
24.437
-0.3858
0.7939
69.5333
101.1744
6.327
14.61
2,902
19.1664
36
1.8578
1
0
41.928
0
495.0731
00000000-0000-0000-0000-00000280de80
2022-01-01T18:15:00+00:00
1A
250.3382
65.0526
54.5122
38.1681
17.9925
62.5464
292.8385
1.8616
88,729
0.7053
Winter
1
5
18
1
14.19
0
1.1002
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
45.6975
0.7086
0
277.6231
62.1365
54.523
1
0
22618029-6112-4bfa-b273-b898050e46c3
Winter_Peak
250.3382
30
0.0748
181.6167
68.7215
0
0
21.92
20
19.37
21.92
0
24
2022-01-01T18:15:00+00:00
2021-12-31T18:15:00+00:00
267.4048
241.1905
267.4048
293.6191
-17.0666
4.9304
23.12
1.2
Ensemble
v2.0
246.0298
2.3971
228.0257
6.7838
21.92
20.2
1.25
20
5.92
0
4.495
53.9
0
0
1.46
66.944
67.7973
Off-Peak
0.1022
24.6192
-0.2315
0.8044
65.3233
123.2569
21.7093
14.61
2,856
18.4464
44.1
2.2671
0
0
42.5003
0
448.5914
00000000-0000-0000-0000-00000280de80
2022-01-01T18:30:00+00:00
1A
257.8956
64.1571
58.0798
37.773
17.6591
77.0376
309.734
3.8652
88,729
0.7266
Winter
1
5
18
1
14.87
0
1.0446
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
39.8646
0.7115
0
277.6231
73.8565
41.4409
0
0
59eea953-bffc-465d-b4d1-a64a8ddb526f
Winter_Peak
257.8956
240
0.4143
185.6161
72.2794
1
16.19
21.24
77.86
22.7
21.24
0
24
2022-01-01T18:30:00+00:00
2021-12-31T18:30:00+00:00
265.8212
253.6475
265.8212
277.9949
-7.9256
2.4767
21.2
-0.04
Prophet
v2.0
255.2715
2.5095
276.6333
6.0483
21.24
20.2
0.84
77.86
16.82
0
3.663
37.71
0
0
1.46
77.715
72.4629
Off-Peak
0.0942
11.3402
-0.0577
0.7085
70.816
66.3489
10.2357
14.61
3,520
22.7376
54.3
2.7442
1
0
51.8385
0
452.8152
00000000-0000-0000-0000-00000280de80
2022-01-01T18:45:00+00:00
1A
247.3735
59.517
59.0175
35.7088
17.2866
75.8436
287.5117
1.4615
88,729
0.697
Winter
1
5
18
1
16.06
0
1.0494
0
0
0
Commercial_Weekend
277.6231
127.477
2.1778
0
44.6314
0.7139
0
277.6231
66.0685
40.8643
1
0
null
null
247.3735
240
0.0455
149.4766
97.8969
0
0
20.05
38.89
18.63
20.05
0
24
2022-01-01T18:45:00+00:00
2021-12-31T18:45:00+00:00
244.5764
240.2801
244.5764
248.8727
2.7971
3.1892
18.9
-1.15
LSTM
v2.0
243.9593
2.5269
237.5308
6.6192
20.05
20.2
-0.1
38.89
7.83
0
5.515
36.61
0
0
1.46
52.2421
55.0657
Off-Peak
0.0888
8.7335
-0.2541
1.3181
59.5983
28.2522
14.5703
14.61
3,612
23.4936
52.35
2.305
1
0
40.1382
0
550.6392
00000000-0000-0000-0000-00000280de80
2022-01-01T19:00:00+00:00
1A
262.8964
62.1616
50.0685
35.8484
18.2527
96.5652
299.9696
0.605
88,729
0.7407
Winter
1
5
19
1
15.9
0
1.1551
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
46.0056
0.7169
0
277.6231
78.9446
47.3325
1
0
ef40a02b-ff0f-4791-8c70-59c0bce67816
Winter_Peak
262.8964
180
0.2333
185.3801
77.5163
0
0
20.22
20.03
17.55
20.22
0
24
2022-01-01T19:00:00+00:00
2021-12-31T19:00:00+00:00
252.5461
236.6481
252.5461
268.4441
10.3503
2.7902
21.12
0.9
LSTM
v2.0
260.1996
1.4333
250.5075
4.3087
20.22
20.2
0.32
20.03
4.22
0
1.154
33.52
0
0
1.46
72.21
72.4307
Off-Peak
0.0904
18.4039
-0.2099
0.4743
75.4632
21.9272
8.7469
14.61
4,348
28.0152
68.55
1.34
0
0
37.0732
0
496.9989
00000000-0000-0000-0000-00000280de80
2022-01-01T19:15:00+00:00
1A
251.4222
63.6848
60.5948
35.6659
16.4239
75.0528
312.6141
1.0617
88,729
0.7084
Winter
1
5
19
1
16
0
1.1247
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
58.083
0.7193
0
277.6231
52.7439
72.013
1
0
31d73a54-95e8-46e2-8455-6ff61258c243
Winter_Peak
251.4222
15
0.2635
163.6133
87.8089
0
0
20.11
58.17
19.97
20.11
0
24
2022-01-01T19:15:00+00:00
2021-12-31T19:15:00+00:00
243.2466
230.6889
243.2466
255.8043
8.1756
3.7976
19.21
-0.9
LSTM
v2.0
245.4723
1.936
256.7732
5.2551
20.11
20.2
0.47
58.17
11.75
0
7.035
70.39
0.248
0
1.46
58.6808
61.5157
Off-Peak
0.1016
34.9295
-0.0793
0.9194
67.3623
157.5629
8.313
14.61
3,641
23.7528
51.3
2.162
0
0
61.1919
0
498.5483
00000000-0000-0000-0000-00000280de80
2022-01-01T19:30:00+00:00
1A
258.7274
58.4334
54.263
34.0574
15.2032
96.7704
287.6856
0.9399
88,729
0.729
Winter
1
5
19
1
17.52
0
1.0764
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
50.6519
0.722
1
277.6231
73.183
62.8476
1
0
1a52e723-f95b-4b2e-aa40-aa1cb24effc9
Winter_Peak
258.7274
240
0.213
178.7306
79.9968
0
0
18.59
40.67
17.08
18.59
0
24
2022-01-01T19:30:00+00:00
2021-12-31T19:30:00+00:00
251.9377
241.5086
251.9377
262.3667
6.7898
1.964
18.22
-0.37
XGBoost
v2.0
250.5998
2.2414
263.4
5.7322
18.59
20.2
-0.81
40.67
6.72
0
4.132
47.92
0
0
1.46
64.103
62.32
Off-Peak
0.0992
17.8723
-0.2618
0.522
60.4931
121.5056
3.8468
14.61
4,793
31.3704
65.4
2.476
1
0
28.9582
0
490.8098
00000000-0000-0000-0000-00000280de80
2022-01-01T19:45:00+00:00
1A
259.0655
58.8822
55.4638
35.0728
15.0555
94.5912
295.3344
1.1546
88,729
0.7299
Winter
1
5
19
1
16.4
0
1.1145
0
1
0
Commercial_Weekend
277.6231
127.477
2.1778
0
66.9627
0.7247
0
277.6231
57.6317
56.8305
1
0
f66a7dca-a275-4e81-9f54-61b3e1acd177
Winter_Peak
259.0655
240
0.3536
186.2918
72.7737
1
27.8201
19.71
79.87
20.91
19.71
0
24
2022-01-01T19:45:00+00:00
2021-12-31T19:45:00+00:00
252.435
242.2506
252.435
262.6194
6.6305
4.201
19.75
0.03
XGBoost
v2.0
258.1682
0.5
247.8572
4.3336
19.71
20.2
0.55
79.87
15.69
0
2.08
44.12
0
0
1.46
65.1943
57.4108
Off-Peak
0.1201
31.383
-0.3574
1.0555
56.4065
30.4982
11.9074
14.61
4,530
29.4912
65.1
2.1606
0
0
36.2689
0
508.7532
00000000-0000-0000-0000-00000280de80
2022-01-01T20:00:00+00:00
1A
279.5371
54.6385
58.3392
33.1571
15.6942
117.708
338.3943
0.8795
88,729
0.7876
Winter
1
5
20
1
16.51
0
1.0877
0
1
0
Commercial_Weekend
279.5371
127.477
2.1928
0
55.8275
0.7232
0
279.5371
78.1937
72.7172
1
0
4b08e9d8-28ae-4665-b575-d8725acd9505
Winter_Peak
279.5371
30
0.1293
190.398
89.1391
0
0
19.6
60.37
19.5
19.6
0
24
2022-01-01T20:00:00+00:00
2021-12-31T20:00:00+00:00
284.4267
276.9162
284.4267
291.9372
-4.8896
2.1722
20.02
0.42
Prophet
v2.0
281.8753
0.5
264.4221
5.5124
19.6
20.2
0.67
60.37
11.67
0
6.601
18.87
0
0
1.46
73.4537
77.7946
Mid-Peak
0.1518
5.9347
-0.1826
0.9773
74.731
63.8971
21.8837
14.61
5,559
36.108
81.6
2.8757
1
0
58.8572
1
456.7141
00000000-0000-0000-0000-00000280de80
2022-01-01T20:15:00+00:00
1A
287.4386
54.9969
52.4888
35.3745
16.302
128.2764
323.5743
0.7275
88,729
0.8099
Winter
1
5
20
1
17.73
0
1.1261
0
1
0
Commercial_Weekend
287.4386
127.477
2.2548
0
42.8943
0.7069
0
287.4386
59.3787
54.0147
0
0
632f9e14-b7e7-4244-98fa-d0ee0776173d
Winter_Peak
287.4386
120
0.1328
198.4408
88.9978
0
0
18.38
71.49
18.71
18.38
0
24
2022-01-01T20:15:00+00:00
2021-12-31T20:15:00+00:00
297.5207
282.0346
297.5207
313.0067
-10.0821
3.0736
17.91
-0.46
XGBoost
v2.0
289.8086
0.6262
285.1547
0.5191
18.38
20.2
-0.33
71.49
12.68
0
5.128
17.8
0
0
1.46
94.509
100.712
Mid-Peak
0.1522
22.7601
-0.3911
0.1104
108.542
17.8921
13.3575
14.61
6,055
39.3264
88.95
0
1
0
36.1357
0
517.3862
00000000-0000-0000-0000-00000280de80
2022-01-01T20:30:00+00:00
1A
289.8681
60.0365
53.0061
34.1535
17.2599
125.412
324.246
1.5591
88,729
0.8167
Winter
1
5
20
1
17.54
0
1.1986
0
1
0
Commercial_Weekend
289.8681
127.477
2.2739
0
48.4084
0.7046
0
289.8681
98.059
58.7246
1
0
92d33d16-6d7e-4eff-a75a-48732ce93b98
Winter_Peak
289.8681
60
0.1613
175.4425
114.4257
0
0
18.57
87.67
19.94
18.57
0
24
2022-01-01T20:30:00+00:00
2021-12-31T20:30:00+00:00
275.9199
254.4955
275.9199
297.3444
13.9482
6.091
17.63
-0.94
Prophet
v2.0
286.5484
1.1361
280.5458
3.6406
18.57
20.2
0.08
87.67
16.1
0
3.961
34.45
0
0
1.46
73.6858
74.315
Mid-Peak
0.1616
33.1208
-0.2983
0.6771
79.0585
68.4234
9.4267
14.61
5,677
36.612
88.8
0
1
0
34.3778
1
437.9213
00000000-0000-0000-0000-00000280de80
2022-01-01T20:45:00+00:00
1A
298.1359
56.8232
52.055
31.6831
16.6946
140.88
348.6273
1.2207
88,729
0.84
Winter
1
5
20
1
18.73
0
1.1494
0
1
0
Commercial_Weekend
298.1359
127.477
2.3387
0
43.2867
0.6888
0
298.1359
84.3373
32.3097
0
0
5a23e3b6-44f3-4e01-a047-80454cb64c12
Winter_Peak
298.1359
120
0.1041
222.2054
75.9304
1
33.541
17.38
40.71
17.38
17.38
0
24
2022-01-01T20:45:00+00:00
2021-12-31T20:45:00+00:00
309.6649
291.9564
309.6649
327.3734
-11.529
2.6131
18.3
0.92
ARIMA
v2.0
295.0876
0.6708
281.9474
3.3911
17.38
20.2
-0.92
40.71
5.52
0
9.519
13.57
0
0
1.46
79.7657
66.6449
Mid-Peak
0.2094
13.3041
-0.1695
0.2231
68.0504
46.9464
2.0377
14.61
6,318
40.68
100.2
0
0
0
50.4914
0
501.9002
00000000-0000-0000-0000-00000280de80
2022-01-01T21:00:00+00:00
1A
274.2067
54.8628
52.7549
32.0591
15.598
118.932
304.5268
4.5554
88,729
0.7726
Winter
1
5
21
1
17.31
0
1.0465
0
1
0
Commercial_Weekend
298.1359
127.477
2.3387
0
0
0.6915
0
298.1359
76.6603
76.4992
0
0
c8ecae24-c7c7-4f84-b5ad-818f122ce2d3
Winter_Peak
274.2067
15
0.0788
184.1801
90.0266
0
0
18.8
53.91
18.14
18.8
0
24
2022-01-01T21:00:00+00:00
2021-12-31T21:00:00+00:00
268.3145
259.2641
268.3145
277.3649
5.8922
3.2547
18.08
-0.71
LSTM
v2.0
282.241
1.7609
278.538
2.9351
18.8
20.2
0.7
53.91
9.58
0
1.028
34.56
0.245
0
1.46
76.9811
83.5048
Mid-Peak
0.1273
18.5357
-0.3142
1.4478
90.7403
78.8064
11.4939
14.61
5,491
35.532
83.4
0
1
0
30.3202
0
525.7141
00000000-0000-0000-0000-00000280de80
2022-01-01T21:15:00+00:00
1A
298.4373
53.0443
49.4296
31.7693
14.9621
149.232
298.4373
1.1597
88,729
0.8409
Winter
1
5
21
1
17.46
0
1.1823
0
1
0
Commercial_Weekend
298.4373
127.477
2.3411
0
0
0.6944
1
298.4373
88.9222
60.2479
0
0
89fee570-fb2a-4f85-a062-f7ccc6371c2d
Winter_Peak
298.4373
60
0.4059
192.749
105.6883
1
31.028
18.65
42.58
17.27
18.65
0
24
2022-01-01T21:15:00+00:00
2021-12-31T21:15:00+00:00
311.058
291.6726
311.058
330.4434
-12.6207
3.7789
18.46
-0.19
LSTM
v2.0
304.6126
1.8104
298.9889
0.5
18.65
20.2
0.73
42.58
7.17
0
4.124
5.1
0.228
0
1.46
84.238
92.1643
Mid-Peak
0.2156
31.2573
-0.1112
1.3036
92.8353
138.5997
14.6448
14.61
7,002
45.432
103.8
0
1
0
0
0
473.4778
00000000-0000-0000-0000-00000280de80
2022-01-01T21:30:00+00:00
1A
303.6356
50.4199
51.289
32.8461
15.8597
153.2208
303.6356
5.4694
88,729
0.8555
Winter
1
5
21
1
17.23
0
0.9877
0
1
0
Commercial_Weekend
303.6356
127.477
2.3819
0
0
0.6862
1
303.6356
89.5222
91.0115
0
0
bd07301a-d9d2-4947-9d5e-3498719b9ebf
Winter_Peak
303.6356
30
0.1865
192.8338
110.8018
1
16.809
18.88
29.33
16.71
18.88
0
24
2022-01-01T21:30:00+00:00
2021-12-31T21:30:00+00:00
308.7475
300.8956
308.7475
316.5995
-5.112
3.9983
17.66
-1.22
ARIMA
v2.0
306.1371
0.9642
297.8581
3.78
18.88
20.2
1.13
29.33
4.75
0
9.579
13.69
0
0
1.46
78.6572
72.7162
Mid-Peak
0.1544
27.9752
-0.1401
0.4455
70.8346
70.8277
19.5023
14.61
7,318
47.6208
105.6
0
0
0
0
0
533.1064
00000000-0000-0000-0000-00000280de80
2022-01-01T21:45:00+00:00
1A
319.3622
55.3912
49.4611
30.4681
14.4865
169.5552
319.3622
0.7018
88,729
0.8998
Winter
1
5
21
1
17.34
0
1.1474
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6563
0
319.3622
106.2437
92.7321
0
0
54b384f9-4b7a-402d-ab1d-05c8fa2a9929
Winter_Peak
319.3622
60
0.0898
228.5499
90.8122
0
0
18.78
33.87
16.87
18.78
0
24
2022-01-01T21:45:00+00:00
2021-12-31T21:45:00+00:00
325.2625
316.1996
325.2625
334.3254
-5.9003
3.0641
19.59
0.82
Ensemble
v2.0
325.2248
1.6156
329.7894
2.3375
18.78
20.2
1.17
33.87
5.55
0
1.169
40.71
0
0
1.46
97.0296
99.6456
Mid-Peak
0.1391
18.6659
-0.0744
0.8866
100.4578
176.3229
11.8609
14.61
7,405
47.4552
122.1
0
0
0
0
1
441.0134
00000000-0000-0000-0000-00000280de80
2022-01-01T22:00:00+00:00
1A
295.938
53.1982
46.3007
30.9398
15.0146
150.4848
295.938
1.0951
88,729
0.8338
Winter
1
5
22
1
17.47
0
1.0132
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6594
0
319.3622
94.054
29.9543
0
0
53b0f496-33c0-4907-8f9a-6007378a1c3f
Winter_Peak
295.938
15
0.4654
219.0325
76.9055
0
0
18.64
24.74
16.16
18.64
0
24
2022-01-01T22:00:00+00:00
2021-12-31T22:00:00+00:00
273.9098
240.0745
273.9098
307.7451
22.0282
5.0914
19.15
0.51
LSTM
v2.0
304.133
3.0097
289.2359
4.71
18.64
20.2
1.17
24.74
3.59
0
1.308
14.78
0
0
1.46
92.6542
82.9965
Super-Off-Peak
0.0635
29.7995
-0.2768
0.8524
84.3942
10.9945
14.5743
14.61
7,652
50.2848
100.2
0
1
0
0
0
480.2161
00000000-0000-0000-0000-00000280de80
2022-01-01T22:15:00+00:00
1A
304.3977
54.7012
48.1852
30.0526
14.6858
156.7728
304.3977
0.6094
88,729
0.8577
Winter
1
5
22
1
16.83
0
1.142
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6626
0
319.3622
62.0633
30.4589
0
0
19475e31-dd55-42f0-bd61-47a3e4e52931
Winter_Peak
304.3977
180
0.4427
221.2263
83.1714
0
0
19.28
29.54
17.16
19.28
0
24
2022-01-01T22:15:00+00:00
2021-12-31T22:15:00+00:00
331.8438
289.6866
331.8438
374.0011
-27.4461
5.9926
21.14
1.85
LSTM
v2.0
296.5819
1.9101
297.5564
6.7504
19.28
20.2
1.94
29.54
5.19
0
3.525
21.54
0
0
1.46
87.1675
91.6543
Super-Off-Peak
0.0813
31.247
-0.2731
0.3359
92.5712
143.6144
14.9914
14.61
6,542
41.5728
115.2
0
1
0
0
0
494.0639
00000000-0000-0000-0000-00000280de80
2022-01-01T22:30:00+00:00
1A
317.0958
49.3139
48.0693
30.2369
14.9585
174.5172
317.0958
0.9817
88,729
0.8934
Winter
1
5
22
1
18.55
0
1.0753
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6663
0
319.3622
80.989
31.7763
0
0
88aaba88-8d40-4047-967c-b3ddd9ddc9eb
Winter_Peak
317.0958
120
0.2843
212.3548
104.741
0
0
17.56
22.19
17.56
17.56
0
24
2022-01-01T22:30:00+00:00
2021-12-31T22:30:00+00:00
324.2075
313.284
324.2075
335.1311
-7.1117
2.8378
17.38
-0.19
LSTM
v2.0
306.3755
2.8887
305.5923
5.0117
17.56
20.2
0.33
22.19
2
0
9.093
24.99
0
0
1.46
94.5698
99.6018
Super-Off-Peak
0.0682
8.036
-0.3389
1.4058
98.3137
122.5857
4.326
14.61
6,924
43.5672
130.95
0
0
0
0
0
536.8264
00000000-0000-0000-0000-00000280de80
2022-01-01T22:45:00+00:00
1A
313.2825
51.6234
46.9293
28.7777
16.4102
169.542
313.2825
0.9348
88,729
0.8827
Winter
1
5
22
1
18.6
0
1.2107
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6697
0
319.3622
105.6668
57.2506
0
0
e3deb8d5-3fce-4f19-bd93-c791b27b350d
Winter_Peak
313.2825
60
0.4507
205.6171
107.6654
0
0
17.52
41.84
17.52
17.52
0
24
2022-01-01T22:45:00+00:00
2021-12-31T22:45:00+00:00
311.0287
307.5669
311.0287
314.4905
2.2538
1.9657
18.21
0.7
Prophet
v2.0
320.6492
2.1789
327.7783
3.928
17.52
20.2
0.37
41.84
5.88
0
6.72
27.26
0
0
1.46
97.9284
107.4724
Super-Off-Peak
0.0534
18.2873
-0.2909
0.9983
112.006
11.7677
15.3885
14.61
8,375
54.792
114.75
0
1
0
0
0
431.3838
00000000-0000-0000-0000-00000280de80
2022-01-01T23:00:00+00:00
1A
304.105
47.9333
47.4918
29.8392
14.8068
164.034
304.105
1.4333
88,729
0.8568
Winter
1
5
23
1
17.85
0
1.0841
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6727
0
319.3622
73.9922
42.7523
0
0
6ee48ffa-60b1-4968-96cb-406ee3e31b99
Winter_Peak
304.105
120
0.2209
175.3629
128.7422
0
0
18.26
46.69
17.08
18.26
0
24
2022-01-01T23:00:00+00:00
2021-12-31T23:00:00+00:00
315.752
297.8623
315.752
333.6417
-11.6469
3.1392
17.33
-0.93
Ensemble
v2.0
301.7333
1.6179
305.3311
0.5
18.26
20.2
1.2
46.69
7.6
0
2.29
30.83
0
0
1.46
89.3683
92.3801
Super-Off-Peak
0.0789
27.6329
-0.2705
1.3146
92.93
39.4625
14.8092
14.61
7,253
46.584
117.45
0
1
0
0
0
493.2052
00000000-0000-0000-0000-00000280de80
2022-01-01T23:15:00+00:00
1A
274.9077
52.125
44.6033
28.7359
14.9067
134.5368
274.9077
0.9234
88,729
0.7746
Winter
1
5
23
1
17.95
0
1.2942
0
0
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6747
0
319.3622
95.5169
65.2107
0
0
null
null
274.9077
30
0.4166
156.9252
117.9825
0
0
18.17
57.85
17.63
18.17
0
24
2022-01-01T23:15:00+00:00
2021-12-31T23:15:00+00:00
291.6869
265.9141
291.6869
317.4598
-16.7792
4.2964
18.34
0.18
Ensemble
v2.0
276.0655
0.9561
305.7718
7.1563
18.17
20.2
1.16
57.85
9.73
0
5.796
39.31
0
0
1.46
70.1172
66.5362
Super-Off-Peak
0.0948
9.677
-0.0667
0.9578
69.8766
165.3903
9.8284
14.61
6,508
42.4368
92.1
0
0
0
0
0
517.5079
00000000-0000-0000-0000-00000280de80
2022-01-01T23:30:00+00:00
1A
292.296
51.0459
47.9701
31.6438
14.5353
147.1008
292.296
0.6581
88,729
0.8236
Winter
1
5
23
1
19.18
0
1.1128
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6773
0
319.3622
69.1046
60.0389
0
0
4ce51078-1bce-4360-a04f-1dcfe98ce3ae
Winter_Peak
292.296
240
0.3675
202.1417
90.1543
1
9.7568
16.93
43.22
16.93
16.93
0
24
2022-01-01T23:30:00+00:00
2021-12-31T23:30:00+00:00
283.2763
269.4222
283.2763
297.1305
9.0196
2.0156
15.45
-1.49
Prophet
v2.0
276.47
3.1998
321.1173
6.8097
16.93
20.2
-0.03
43.22
5.58
0
2.776
8.01
0
0
1.46
64.5243
62.8629
Super-Off-Peak
0.0813
20.5813
-0.0825
1.0234
63.4552
80.3684
15.3285
14.61
7,301
47.8008
99.3
0
1
0
0
0
535.9899
00000000-0000-0000-0000-00000280de80
2022-01-01T23:45:00+00:00
1A
309.7961
51.5795
48.7027
28.952
16.4967
164.0652
309.7961
0.7624
88,729
0.8729
Winter
1
5
23
1
18.5
0
1.1468
0
1
0
Commercial_Weekend
319.3622
127.477
2.5053
0
0
0.6803
0
319.3622
93.1374
49.4666
0
0
db96f6ad-6fb4-492b-8d84-c481961fbb77
Winter_Peak
309.7961
240
0.4395
204.4325
105.3637
0
0
17.61
64.87
17.61
17.61
0
24
2022-01-01T23:45:00+00:00
2021-12-31T23:45:00+00:00
320.118
304.2636
320.118
335.9725
-10.3219
3.5176
16.78
-0.83
Ensemble
v2.0
314.6573
2.7157
319.3517
7.0078
17.61
20.2
0.67
64.87
10.58
0
6.329
38.11
0
0
1.46
77.5048
76.2979
Super-Off-Peak
0.0626
6.3003
-0.1127
0.914
78.3624
104.2565
6.6851
14.61
7,178
46.0152
118.05
0
0
0
0
0
465.2763
00000000-0000-0000-0000-00000280de80
2022-01-02T00:00:00+00:00
1A
164.0377
47.2294
43.7925
25.2246
14.1526
0
164.0377
1.3543
88,729
0.4622
Winter
1
6
0
0
12.54
0
0.9899
0
1
0
Commercial_Weekend
164.0377
164.0377
1
0
0
1
0
164.0377
53.5442
19.1876
0
0
6a3a0ea4-e30e-4dbe-9240-3049a0688d46
Winter_Peak
164.0377
180
0.0332
107.2065
56.8312
0
0
23.57
79.89
25.78
23.57
0
24
2022-01-02T00:00:00+00:00
2022-01-01T00:00:00+00:00
168.8146
161.4772
168.8146
176.152
-4.777
5.8983
25.29
1.72
Prophet
v2.0
165.2492
0.5
154.5363
4.869
23.57
20.2
2.64
79.89
19.55
0
4.793
6.85
0
0
1.46
37.8321
43.384
Super-Off-Peak
0.0552
20.8703
-0.3046
0.4698
45.0842
145.6488
19.5409
14.61
0
0
0
0
1
0
0
0
436.0111
00000000-0000-0000-0000-00000280de80
2022-01-02T00:15:00+00:00
1A
133.6176
47.446
46.894
27.0157
12.2618
0
133.6176
0.3814
88,729
0.3765
Winter
1
6
0
0
15.37
0
1.0505
0
0
0
Commercial_Weekend
164.0377
133.6176
1.2277
0
0
0.9073
0
164.0377
34.1067
30.7868
0
0
null
null
133.6176
180
0.2398
82.7636
50.854
0
0
20.74
31.1
18.87
20.74
0
24
2022-01-02T00:15:00+00:00
2022-01-01T00:15:00+00:00
132.4777
130.7268
132.4777
134.2286
1.1399
2.6643
18.77
-1.97
LSTM
v2.0
130.3886
2.018
123.0502
6.2169
20.74
20.2
-0.19
31.1
6.96
0
4.441
6.43
0.886
0
1.46
31.1037
25.5566
Super-Off-Peak
0.09
16.5667
-0.3836
0.8496
28.0946
174.7286
5.915
14.61
0
0
0
0
0
0
0
1
467.5505
00000000-0000-0000-0000-00000280de80
2022-01-02T00:30:00+00:00
1A
140.3136
49.384
44.4195
25.8638
12.2809
0
140.3136
1.1655
88,729
0.3953
Winter
1
6
0
0
14.47
0
1.1906
0
0
0
Commercial_Weekend
164.0377
133.6176
1.2277
0
0
0.89
0
164.0377
29.3457
28.0253
0
0
null
null
140.3136
15
0.3958
95.5641
44.7496
0
0
21.64
29.81
19.77
21.64
0
24
2022-01-02T00:30:00+00:00
2022-01-01T00:30:00+00:00
141.3395
139.7637
141.3395
142.9154
-1.0259
1.4089
22.97
1.33
Ensemble
v2.0
143.8135
1.9418
122.3863
7.6481
21.64
20.2
0.71
29.81
7.6
0
6.019
40.3
0
0
1.46
35.3298
39.2424
Super-Off-Peak
0.0936
9.5506
-0.3591
1.3933
38.3035
72.6657
11.6716
14.61
0
0
0
0
1
0
0
0
446.918
00000000-0000-0000-0000-00000280de80
2022-01-02T00:45:00+00:00
1A
158.7611
47.4983
46.5772
27.0267
13.31
0
158.7611
0.4728
88,729
0.4473
Winter
1
6
0
0
13.25
0
1.1087
0
1
0
Commercial_Weekend
164.0377
133.6176
1.2277
0
0
0.9094
0
164.0377
41.3527
20.7823
0
0
9333d68a-97ac-4830-9bd9-f6ba76425b7a
Winter_Peak
158.7611
120
0.1586
102.773
55.9881
1
17.1942
22.86
68.71
24.04
22.86
0
24
2022-01-02T00:45:00+00:00
2022-01-01T00:45:00+00:00
154.5949
148.1957
154.5949
160.9941
4.1661
2.2311
21.65
-1.21
XGBoost
v2.0
157.2808
2.5166
161.1377
2.6326
22.86
20.2
1.93
68.71
16.6
0
5.18
34.29
0
0
1.46
22.8602
15.4424
Super-Off-Peak
0.09
19.7483
-0.3155
0.5881
16.3595
21.2802
3.3538
14.61
0
0
0
0
0
0
0
0
544.7793