date
date32
site
large_stringclasses
32 values
actual_kwh
float64
-515.66
242k
expected_kwh
float64
-223.1
237k
pi
float64
-2,178,908.51
251k
pi_baseline
float64
0
1.89
coverage
float64
0
1.04
rain_mm
float64
0
110
snow_cm
float64
0
38.4
flagged
bool
2 classes
pi_rel
float64
-2,028,542.5
10
csr
float64
-79.26
717
model_csr
float64
-0.01
1.74k
chop
float64
0
40.3
plateau_run_h
float64
0
4.25
peak_frac
float64
-0.76
491
expected_peak_frac
float64
-0
1.6
dead_run_h
float64
0
11.5
morning_ratio
float64
-53.93
3.31
midday_ratio
float64
-18.46
3.43
tmax_c
float64
-24.37
50
temp_corr
float64
-1
1
snow_3d
float64
0
64.8
snow_7d
float64
0
66.7
snow_30d
float64
0
90.7
pi_slope_14d
float64
-62,254.6
62.3k
pi_drop_share
float64
0.25
283M
unit_count
float64
-5.59
27.9
unit_dist
float64
0
0.5
doy_sin
float64
-1
1
doy_cos
float64
-1
1
rule_label
large_stringclasses
10 values
final_label
large_stringclasses
11 values
final_label_2
large_stringclasses
1 value
verdict
large_stringclasses
4 values
provenance
large_stringclasses
2 values
evidence
large_stringlengths
15
253
2019-05-06
14697
3,020.974909
2,390.798512
1.263584
1.313815
1
0.8
0
false
0.961767
1.118433
0.885127
0.173392
1
0.977455
0.72913
0
1.000564
1.408714
18.6
0.171919
0
0
0
0.012203
null
null
null
0.827189
-0.561923
healthy
healthy
null
null
rule
null
2019-05-07
14697
1,964.194707
1,944.385968
1.010188
1.313815
1
0.6
0
false
0.768896
0.725343
0.718028
0.316821
0.25
0.826717
0.635306
0
1.568632
0.903232
18.8
-0.505442
0
0
0
0.013012
null
null
null
0.817401
-0.576069
healthy
healthy
null
null
rule
null
2019-05-08
14697
1,229.109636
1,780.696512
0.690241
1.313815
1
0
0
true
0.525371
0.452769
0.655958
0.163787
0.5
0.488062
0.556929
0
0.941993
0.779819
19.3
0.346381
0
0
0
0.009971
8.2913
null
null
0.807371
-0.590044
weather
weather
null
null
rule
changeable-sky day — output 45% of clear-sky ceiling, hourly output/expected chopping ±0.16
2019-05-09
14697
906.473024
1,460.128888
0.620817
1.313815
1
0.6
0
true
0.47253
0.333118
0.536579
0.143702
0.25
0.472891
0.432616
0
0.660339
0.754089
18.3
0.377151
0
0
0
-0.004092
1.344643
null
null
0.797102
-0.603845
weather
weather
null
null
rule
changeable-sky day — output 33% of clear-sky ceiling, hourly output/expected chopping ±0.14
2019-05-10
14697
903.018009
1,605.460648
0.562467
1.313815
1
3.7
0
true
0.428117
0.331074
0.588611
0.229265
0.25
0.792299
0.46904
0
0.531509
0.702462
19.5
-0.025776
0
0
0
-0.013519
1.084309
null
null
0.786597
-0.617467
weather
weather
null
null
rule
changeable-sky day — output 33% of clear-sky ceiling, hourly output/expected chopping ±0.23; 3.7 mm rain
2019-05-11
14697
2,983.875153
2,426.894696
1.229503
1.313815
1
0
0
false
0.935827
1.0915
0.887757
0.201209
0.25
0.973983
0.775717
0
0.94412
1.192312
21.4
0.307172
0
0
0
-0.019748
2,956.760244
null
null
0.775859
-0.630907
healthy
healthy
null
null
rule
null
2019-05-12
14697
2,662.066819
2,699.419064
0.986163
1.313815
1
0
0
false
0.75061
0.971639
0.985272
0.059259
1.5
0.958776
0.818158
0
0.636805
1.140776
21.5
0.255517
0
0
0
-0.02829
3.4883
null
null
0.764891
-0.644159
healthy
healthy
null
null
rule
null
2019-05-13
14697
1,452.755561
2,471.659792
0.587765
1.313815
1
0.3
0
true
0.447373
0.529114
0.900213
0.081987
0
0.616864
0.79084
0
0.31571
0.377221
20.4
-0.671861
0
0
0
-0.01947
null
null
null
0.753698
-0.657221
unclassified
unclassified
null
null
rule
no rule matched
2019-05-14
14697
2,169.665916
2,525.494464
0.859105
1.313815
1
0
0
true
0.653901
0.788584
0.917913
0.120959
0.5
0.953141
0.792872
0
0.373913
0.682547
20.9
0.328933
0
0
0
-0.038617
0.708687
null
null
0.742281
-0.670089
cloud_intermittent
cloud_intermittent
null
null
rule
bright but changeable — output 79% of clear-sky ceiling, hourly ratio chopping ±0.12, PI 0.86 — cloud timing the model missed
2019-05-15
14697
1,096.407694
2,104.068784
0.521089
1.313815
1
0
0
true
0.396623
0.397706
0.76322
0.147574
0.25
0.709189
0.620021
0
0.437042
0.324651
19.1
-0.032386
0
0
0
-0.038466
2.523919
null
null
0.730644
-0.682758
weather
weather
null
null
rule
changeable-sky day — output 40% of clear-sky ceiling, hourly output/expected chopping ±0.15
2019-05-16
14697
2,922.303808
2,414.510536
1.210309
1.313815
1
5.3
0
false
0.921217
1.058166
0.874294
0.049065
1.75
1.020374
0.824418
0
null
1.267155
19.3
0.6554
0
0
0
-0.051078
0.52524
null
null
0.718792
-0.695225
healthy
healthy
null
null
rule
null
2019-05-17
14697
3,396.096638
2,793.939344
1.215523
1.313815
1
0
0
false
0.925185
1.227838
1.010131
0.082316
0.25
1.033218
0.806531
0
1.405297
1.212875
18.8
0.173809
0
0
0
-0.03316
null
null
null
0.706727
-0.707487
healthy
healthy
null
null
rule
null
2019-05-18
14697
2,916.407955
2,441.609992
1.194461
1.313815
1
0
0
false
0.909154
1.052849
0.881443
0.166963
0.25
0.959343
0.715146
0
1.190366
1.339794
19.9
0.418819
0
0
0
-0.018057
null
null
null
0.694452
-0.719539
healthy
healthy
null
null
rule
null
2019-05-19
14697
2,143.806267
1,945.551536
1.101902
1.313815
1
4.2
0
false
0.838703
0.772832
0.701362
0.120935
0
1.003434
0.651892
0
null
0.873132
18.1
-0.284823
0
0
0
-0.005069
1.514934
null
null
0.681972
-0.731378
healthy
healthy
null
null
rule
null
2019-05-20
14697
3,419.171437
2,789.022104
1.225939
1.313815
1
0.2
0
false
0.933114
1.230908
1.004053
0.137839
2
1.015768
0.813605
0
1.284613
1.320541
18.3
0.14346
0
0
0
0.015522
2.464074
null
null
0.66929
-0.743001
healthy
healthy
null
null
rule
null
2019-05-21
14697
3,195.869784
2,473.55384
1.292015
1.313815
1
0.1
0
false
0.983407
1.149008
0.889314
0.066434
1
1.030037
0.750269
0
1.108605
1.363496
18.1
0.660293
0
0
0
0.034829
null
null
null
0.656411
-0.754404
healthy
healthy
null
null
rule
null
2019-05-22
14697
3,001.18375
2,323.341264
1.291753
1.313815
1
3.5
0
false
0.983208
1.077653
0.834256
0.138758
2
1.011834
0.683438
0.5
1.506931
1.471998
19
0.048068
0
0
0
0.047836
null
null
null
0.643337
-0.765584
healthy
healthy
null
null
rule
null
2019-05-23
14697
2,097.308594
1,654.960864
1.267286
1.313815
1
0.4
0
false
0.964584
0.752183
0.593539
0.295454
0.25
0.794307
0.499773
0
0.902688
1.035769
17.4
0.092818
0
0
0
0.049049
null
null
null
0.630072
-0.776537
healthy
healthy
null
null
rule
null
2019-05-24
14697
3,619.192628
2,948.486376
1.227475
1.313815
1
0
0
false
0.934283
1.296494
1.056228
0.032971
1.75
0.995741
0.825882
0
1.303584
1.183284
20.1
0.297577
0
0
0
0.04463
null
null
null
0.616621
-0.78726
healthy
healthy
null
null
rule
null
2019-05-25
14697
3,412.053068
2,628.756504
1.297972
1.313815
1
0
0
false
0.987941
1.220939
0.940651
0.041863
1.25
1.026827
0.740269
0
1.381407
1.370123
18.8
0.700864
0
0
0
0.034308
196.392385
null
null
0.602988
-0.79775
healthy
healthy
null
null
rule
null
2019-05-26
14697
1,099.380948
1,627.679288
0.675428
1.313815
1
1.7
0
true
0.514097
0.392978
0.58182
0.122038
0
0.431027
0.627501
0
null
0.620993
17.5
-0.743706
0
0
0
0.045068
null
null
null
0.589176
-0.808005
weather
weather
null
null
rule
changeable-sky day — output 39% of clear-sky ceiling, hourly output/expected chopping ±0.12; 1.7 mm rain
2019-05-27
14697
3,736.509038
2,787.565144
1.34042
1.313815
1
0
0
false
1.02025
1.334284
0.995422
0.059977
2.25
1.033787
0.819377
0
1.603721
1.428499
17.6
-0.098587
0
0
0
0.029717
null
null
null
0.57519
-0.81802
healthy
healthy
null
null
rule
null
2019-05-28
14697
3,671.109619
2,957.228136
1.241402
1.313815
1
0
0
false
0.944883
1.309674
1.054996
0.02402
2
1.00901
0.82076
0
1.321155
1.223814
19.5
0.346698
0
0
0
0.021598
null
null
null
0.561034
-0.827793
healthy
healthy
null
null
rule
null
2019-05-29
14697
3,616.115864
2,930.383648
1.234008
1.313815
1
0
0
false
0.939255
1.28888
1.044466
0.029259
1.75
0.992516
0.824012
0
1.382355
1.196574
20.3
0.158047
0
0
0
0.016287
null
null
null
0.546711
-0.837321
healthy
healthy
null
null
rule
null
2019-05-30
14697
3,231.647369
2,676.61764
1.207362
1.263584
1
0
0
false
0.955506
1.150848
0.953192
0.101028
1.75
0.965923
0.816694
0
1.574861
1.186108
20
0.301077
0
0
0
-0.002059
null
null
null
0.532227
-0.846602
healthy
healthy
null
null
rule
null
2019-05-31
14697
2,763.619307
2,650.21024
1.042792
1.252493
1
0
0
false
0.832573
0.983369
0.943015
0.073767
0.5
0.993672
0.80954
0
0.45834
1.190794
20.1
0.491613
0
0
0
-0.001579
76.289071
null
null
0.517586
-0.855631
healthy
healthy
null
null
rule
null
2019-06-01
14697
1,354.680413
2,179.61216
0.621524
1.252493
1
0.5
0
true
0.496229
0.481658
0.774963
0.10072
0.25
0.479535
0.69604
0
0.56414
0.571687
19.8
-0.45886
0
0
0
-0.005615
4.104634
null
null
0.502791
-0.864408
weather
weather
null
null
rule
changeable-sky day — output 48% of clear-sky ceiling, hourly output/expected chopping ±0.10
2019-06-02
14697
1,276.373007
2,305.748472
0.553561
1.241402
1
0.3
0
true
0.445916
0.453485
0.819213
0.118292
0
0.438192
0.763034
0
1.079318
0.44971
20.3
-0.496476
0
0
0
-0.021624
1.295946
null
null
0.487847
-0.872929
weather
weather
null
null
rule
changeable-sky day — output 45% of clear-sky ceiling, hourly output/expected chopping ±0.12
2019-06-03
14697
2,230.265332
2,348.655944
0.949592
1.241402
1
0.1
0
true
0.764935
0.791852
0.833886
0.102749
0
0.91202
0.789864
0
0.673376
0.807557
20.7
0.347996
0
0
0
-0.040107
0.925884
null
null
0.472759
-0.881192
cloud_intermittent
cloud_intermittent
null
null
rule
bright but changeable — output 79% of clear-sky ceiling, hourly ratio chopping ±0.10, PI 0.95 — cloud timing the model missed
2019-06-04
14697
1,801.82791
2,478.798896
0.726896
1.241402
1
0
0
true
0.585544
0.639326
0.879529
0.08882
0.25
0.923471
0.797669
0
0.418442
0.676362
20.7
0.123113
0
0
0
-0.040775
1.818053
null
null
0.457531
-0.889193
unclassified
unclassified
null
null
rule
PI 0.73 vs baseline 1.24 for 3+ consecutive days — persistent step; partial loss and uniform curtailment/drift both fit (sub-metering would resolve)
2019-06-05
14697
2,635.974797
2,568.110544
1.026426
1.241402
1
0.2
0
false
0.826828
0.934738
0.910673
0.052762
0.5
0.970628
0.78401
0
0.470677
1.187851
21.3
0.42763
0
0
0
-0.044413
1.102125
null
null
0.442168
-0.896932
healthy
healthy
null
null
rule
null
2019-06-06
14697
2,837.417026
2,592.259656
1.094573
1.241402
1
0.3
0
false
0.881723
1.005612
0.918726
0.082728
1.25
0.959374
0.784173
0
0.951584
1.223071
21.2
0.936536
0
0
0
-0.037018
2.584669
null
null
0.426674
-0.904405
healthy
healthy
null
null
rule
null
2019-06-07
14697
2,004.178384
2,515.696408
0.796669
1.241402
1
0.2
0
true
0.64175
0.709938
0.891132
0.097941
0
0.727422
0.801247
0
0.53114
0.619821
20.8
-0.246061
0
0
0
-0.027316
4.684235
null
null
0.411054
-0.911611
unclassified
unclassified
null
null
rule
PI 1.03 vs baseline 1.24 for 3+ consecutive days — persistent step; partial loss and uniform curtailment/drift both fit (sub-metering would resolve)
2019-06-08
14697
2,859.169106
2,711.329712
1.054527
1.241402
1
0
0
false
0.849464
1.012322
0.959977
0.045196
1.5
0.959129
0.815394
0
0.632634
1.135731
21.9
0.629203
0
0
0
-0.026678
1.241852
null
null
0.395312
-0.918547
healthy
healthy
null
null
rule
null
2019-06-09
14697
3,369.043471
2,930.49292
1.149651
1.241402
1
0
0
false
0.92609
1.192334
1.037127
0.039955
1.75
0.944387
0.824581
0
1.300413
1.120668
24.6
-0.282293
0
0
0
-0.014456
null
null
null
0.379453
-0.925211
healthy
healthy
null
null
rule
null
2019-06-10
14697
3,114.63188
2,850.068728
1.092827
1.241402
1
0
0
false
0.880317
1.101864
1.00827
0.172658
0.75
0.890746
0.824418
0
1.331571
0.949177
29.3
-0.730632
0
0
0
-0.018969
2.20826
null
null
0.363482
-0.931601
healthy
healthy
null
null
rule
null
2019-06-11
14697
3,237.035435
2,646.74996
1.223023
1.241402
1
0
0
false
0.985195
1.144765
0.936013
0.06719
1.25
0.883103
0.70539
0
1.289132
1.228509
25.3
0.488566
0
0
0
-0.005267
2.83539
null
null
0.347403
-0.937716
healthy
healthy
null
null
rule
null
2019-06-12
14697
3,399.122665
2,790.734032
1.218003
1.241402
1
0
0
false
0.981151
1.201712
0.986625
0.053869
1.5
0.942746
0.796287
0
1.340574
1.16137
23
0.398433
0
0
0
0.009978
38.349811
null
null
0.331221
-0.943553
healthy
healthy
null
null
rule
null
2019-06-13
14697
1,851.051953
2,522.216304
0.733899
1.227475
1
0
0
true
0.597893
0.654236
0.891452
0.174747
0
0.890656
0.795393
0
0.352807
0.443297
20.8
-0.16099
0
0
0
0.024917
null
null
null
0.314942
-0.949111
weather
weather
null
null
rule
changeable-sky day — output 65% of clear-sky ceiling, hourly output/expected chopping ±0.17
2019-06-14
14697
1,751.741855
2,017.051848
0.868466
1.227475
1
0.2
0
true
0.707523
0.618991
0.71274
0.237743
0.5
0.823147
0.625631
0
null
0.577869
20.9
0.192834
0
0
0
0.025217
1.56722
null
null
0.298569
-0.954388
weather
weather
null
null
rule
changeable-sky day — output 62% of clear-sky ceiling, hourly output/expected chopping ±0.24
2019-06-15
14697
2,423.794845
2,460.914712
0.984916
1.227475
1
0.1
0
false
0.802392
0.85635
0.869465
0.078269
0.5
0.969144
0.791978
0
0.590257
0.92145
22.1
0.395951
0
0
0
0.026017
null
null
null
0.282108
-0.959383
healthy
healthy
null
null
rule
null
2019-06-16
14697
1,044.978303
2,150.47296
0.48593
1.227475
1
0.2
0
true
0.395877
0.369302
0.759991
0.086203
0
0.420785
0.706203
0
0.331621
0.511971
21.5
0.593562
0
0
0
0.017022
null
null
null
0.265563
-0.964094
unclassified
unclassified
null
null
rule
PI 0.87 vs baseline 1.23 for 3+ consecutive days — persistent step; partial loss and uniform curtailment/drift both fit (sub-metering would resolve)
2019-06-17
14697
1,047.50715
2,211.228192
0.473722
1.227475
1
0.4
0
true
0.385932
0.370311
0.781706
0.133058
0.25
0.545647
0.660592
0
0.461377
0.458565
21.4
-0.203493
0
0
0
-0.010067
1.076185
null
null
0.24894
-0.968519
weather
weather
null
null
rule
changeable-sky day — output 37% of clear-sky ceiling, hourly output/expected chopping ±0.13
2019-06-18
14697
1,450.320885
2,506.736104
0.578569
1.227475
1
0.1
0
true
0.471349
0.512892
0.886483
0.094284
0
0.615145
0.760839
0
0.379996
0.334455
21.5
-0.623721
0
0
0
-0.024151
1.970926
null
null
0.232243
-0.972658
unclassified
unclassified
null
null
rule
PI 0.49 vs baseline 1.23 for 3+ consecutive days — persistent step; partial loss and uniform curtailment/drift both fit (sub-metering would resolve)
2019-06-19
14697
3,030.314566
2,542.468048
1.191879
1.227475
1
0
0
false
0.971001
1.072056
0.899467
0.061446
2.25
0.930151
0.782222
0
1.082334
1.228355
22.3
0.614732
0
0
0
-0.04049
1.114167
null
null
0.215477
-0.976509
healthy
healthy
null
null
rule
null
2019-06-20
14697
690.197083
1,766.126912
null
1.227475
0.677083
0.2
0
true
null
0.262128
0.670752
0.063971
0.25
0.215067
0.742952
0
0.507819
0.320063
21.6
-0.947428
0
0
0
-0.02878
null
null
null
0.198648
-0.980071
data_gap
data_gap
null
null
rule
only 68% of intervals judgeable — meter or sensor gap, performance unknown