Hugging Face's logo

Datasets:
agnosticmonk
/
opensynth-newengland-dataset

Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
100M - 1B
Tags:
energy
synthetic-data
AMI
load-profiles
new-england
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
meter_id
stringlengths
11
11
day_of_year
int64
0
364
month
int64
0
11
interval
int64
0
95
hour
float64
0
23.8
net
float64
-8.1
10.1
gross
float64
0.29
10.1
base
float64
0.26
0.48
heat
float64
0
3.7
ev
float64
0
6.6
cool
float64
0
0.9
solar
float64
-8.66
0
behav
float64
0
1.58
meter_05438
0
0
0
0
0.888
0.888
0.444
0.559
0
0
0
0
meter_05438
0
0
1
0.25
0.902
0.902
0.446
0.565
0
0
0
0
meter_05438
0
0
2
0.5
1.083
1.083
0.448
0.574
0
0
0
0
meter_05438
0
0
3
0.75
1.06
1.06
0.45
0.584
0
0
0
0
meter_05438
0
0
4
1
1.085
1.085
0.451
0.598
0
0
0
0
meter_05438
0
0
5
1.25
0.978
0.978
0.453
0.615
0
0
0
0
meter_05438
0
0
6
1.5
0.989
0.989
0.454
0.635
0
0
0
0
meter_05438
0
0
7
1.75
1.063
1.063
0.454
0.66
0
0
0
0
meter_05438
0
0
8
2
1.109
1.109
0.455
0.69
0
0
0
0
meter_05438
0
0
9
2.25
1.305
1.305
0.455
0.726
0
0
0
0
meter_05438
0
0
10
2.5
1.272
1.272
0.454
0.767
0
0
0
0
meter_05438
0
0
11
2.75
1.267
1.267
0.454
0.814
0
0
0
0.001
meter_05438
0
0
12
3
1.422
1.422
0.453
0.868
0
0
0
0.002
meter_05438
0
0
13
3.25
1.489
1.489
0.452
0.928
0
0
0
0.004
meter_05438
0
0
14
3.5
1.403
1.403
0.451
0.994
0
0
0
0.007
meter_05438
0
0
15
3.75
1.499
1.499
0.449
1.066
0
0
0
0.012
meter_05438
0
0
16
4
1.487
1.487
0.447
1.142
0
0
0
0.021
meter_05438
0
0
17
4.25
1.792
1.792
0.445
1.222
0
0
0
0.034
meter_05438
0
0
18
4.5
1.752
1.752
0.443
1.304
0
0
0
0.055
meter_05438
0
0
19
4.75
1.898
1.898
0.44
1.387
0
0
0
0.083
meter_05438
0
0
20
5
2.029
2.029
0.437
1.468
0
0
0
0.123
meter_05438
0
0
21
5.25
2.193
2.193
0.434
1.547
0
0
0
0.174
meter_05438
0
0
22
5.5
2.271
2.271
0.431
1.62
0
0
0
0.239
meter_05438
0
0
23
5.75
2.305
2.305
0.427
1.686
0
0
0
0.315
meter_05438
0
0
24
6
2.474
2.474
0.424
1.744
0
0
0
0.4
meter_05438
0
0
25
6.25
2.634
2.634
0.42
1.79
0
0
0
0.49
meter_05438
0
0
26
6.5
2.73
2.73
0.416
1.824
0
0
0
0.578
meter_05438
0
0
27
6.75
2.928
2.928
0.412
1.845
0
0
0
0.658
meter_05438
0
0
28
7
2.999
2.999
0.408
1.852
0
0
0
0.721
meter_05438
0
0
29
7.25
2.884
2.884
0.403
1.845
0
0
0
0.762
meter_05438
0
0
30
7.5
3.076
3.076
0.399
1.823
0
0
0
0.776
meter_05438
0
0
31
7.75
2.991
2.991
0.395
1.789
0
0
0
0.762
meter_05438
0
0
32
8
2.817
2.817
0.39
1.743
0
0
0
0.721
meter_05438
0
0
33
8.25
2.648
2.648
0.386
1.685
0
0
0
0.658
meter_05438
0
0
34
8.5
2.694
2.694
0.382
1.62
0
0
0
0.58
meter_05438
0
0
35
8.75
2.41
2.41
0.377
1.547
0
0
0
0.495
meter_05438
0
0
36
9
2.225
2.225
0.373
1.469
0
0
0
0.409
meter_05438
0
0
37
9.25
2.212
2.212
0.369
1.388
0
0
0
0.33
meter_05438
0
0
38
9.5
1.99
1.99
0.364
1.307
0
0
0
0.262
meter_05438
0
0
39
9.75
1.768
1.768
0.36
1.227
0
0
0
0.208
meter_05438
0
0
40
10
1.72
1.72
0.356
1.15
0
0
0
0.17
meter_05438
0
0
41
10.25
1.58
1.58
0.353
1.077
0
0
0
0.147
meter_05438
0
0
42
10.5
1.525
1.525
0.349
1.01
0
0
0
0.138
meter_05438
0
0
43
10.75
1.449
1.449
0.345
0.949
0
0
0
0.14
meter_05438
0
0
44
11
1.347
1.347
0.342
0.895
0
0
0
0.152
meter_05438
0
0
45
11.25
1.374
1.374
0.339
0.85
0
0
0
0.17
meter_05438
0
0
46
11.5
1.404
1.404
0.336
0.812
0
0
0
0.193
meter_05438
0
0
47
11.75
1.458
1.458
0.333
0.782
0
0
0
0.218
meter_05438
0
0
48
12
1.383
1.383
0.331
0.761
0
0
0
0.243
meter_05438
0
0
49
12.25
1.218
1.218
0.328
0.747
0
0
0
0.266
meter_05438
0
0
50
12.5
1.473
1.473
0.326
0.741
0
0
0
0.286
meter_05438
0
0
51
12.75
1.272
1.272
0.325
0.743
0
0
0
0.303
meter_05438
0
0
52
13
1.318
1.318
0.323
0.753
0
0
0
0.315
meter_05438
0
0
53
13.25
1.44
1.44
0.322
0.77
0
0
0
0.323
meter_05438
0
0
54
13.5
1.37
1.37
0.321
0.793
0
0
0
0.327
meter_05438
0
0
55
13.75
1.529
1.529
0.32
0.824
0
0
0
0.33
meter_05438
0
0
56
14
1.425
1.425
0.32
0.861
0
0
0
0.333
meter_05438
0
0
57
14.25
1.657
1.657
0.32
0.905
0
0
0
0.338
meter_05438
0
0
58
14.5
1.51
1.51
0.32
0.955
0
0
0
0.347
meter_05438
0
0
59
14.75
1.817
1.817
0.321
1.011
0
0
0
0.362
meter_05438
0
0
60
15
1.79
1.79
0.321
1.072
0
0
0
0.386
meter_05438
0
0
61
15.25
1.978
1.978
0.323
1.139
0
0
0
0.419
meter_05438
0
0
62
15.5
2.046
2.046
0.324
1.21
0
0
0
0.462
meter_05438
0
0
63
15.75
2.101
2.101
0.326
1.285
0
0
0
0.515
meter_05438
0
0
64
16
2.256
2.256
0.327
1.363
0
0
0
0.578
meter_05438
0
0
65
16.25
2.391
2.391
0.33
1.443
0
0
0
0.65
meter_05438
0
0
66
16.5
2.691
2.691
0.332
1.525
0
0
0
0.729
meter_05438
0
0
67
16.75
2.67
2.67
0.335
1.606
0
0
0
0.813
meter_05438
0
0
68
17
2.973
2.973
0.337
1.687
0
0
0
0.9
meter_05438
0
0
69
17.25
3.205
3.205
0.34
1.765
0
0
0
0.985
meter_05438
0
0
70
17.5
3.149
3.149
0.344
1.839
0
0
0
1.068
meter_05438
0
0
71
17.75
3.52
3.52
0.347
1.908
0
0
0
1.144
meter_05438
0
0
72
18
3.453
3.453
0.351
1.971
0
0
0
1.211
meter_05438
0
0
73
18.25
3.594
3.594
0.355
2.026
0
0
0
1.265
meter_05438
0
0
74
18.5
3.636
3.636
0.359
2.073
0
0
0
1.306
meter_05438
0
0
75
18.75
3.816
3.816
0.363
2.111
0
0
0
1.331
meter_05438
0
0
76
19
3.846
3.846
0.367
2.138
0
0
0
1.339
meter_05438
0
0
77
19.25
3.836
3.836
0.371
2.155
0
0
0
1.33
meter_05438
0
0
78
19.5
3.726
3.726
0.375
2.16
0
0
0
1.304
meter_05438
0
0
79
19.75
3.799
3.799
0.38
2.154
0
0
0
1.262
meter_05438
0
0
80
20
3.709
3.709
0.384
2.137
0
0
0
1.206
meter_05438
0
0
81
20.25
3.675
3.675
0.388
2.11
0
0
0
1.138
meter_05438
0
0
82
20.5
3.427
3.427
0.393
2.072
0
0
0
1.06
meter_05438
0
0
83
20.75
3.289
3.289
0.397
2.024
0
0
0
0.974
meter_05438
0
0
84
21
3.262
3.262
0.402
1.969
0
0
0
0.884
meter_05438
0
0
85
21.25
3.157
3.157
0.406
1.905
0
0
0
0.792
meter_05438
0
0
86
21.5
2.951
2.951
0.41
1.836
0
0
0
0.7
meter_05438
0
0
87
21.75
2.845
2.845
0.414
1.762
0
0
0
0.611
meter_05438
0
0
88
22
2.531
2.531
0.418
1.683
0
0
0
0.527
meter_05438
0
0
89
22.25
2.476
2.476
0.422
1.603
0
0
0
0.448
meter_05438
0
0
90
22.5
2.412
2.412
0.426
1.521
0
0
0
0.376
meter_05438
0
0
91
22.75
2.302
2.302
0.429
1.439
0
0
0
0.312
meter_05438
0
0
92
23
1.965
1.965
0.433
1.359
0
0
0
0.255
meter_05438
0
0
93
23.25
1.885
1.885
0.436
1.28
0
0
0
0.206
meter_05438
0
0
94
23.5
1.902
1.902
0.439
1.205
0
0
0
0.165
meter_05438
0
0
95
23.75
1.69
1.69
0.441
1.133
0
0
0
0.13
meter_05438
1
0
0
0
1.223
1.223
0.444
0.668
0
0
0
0
meter_05438
1
0
1
0.25
1.105
1.105
0.446
0.675
0
0
0
0
meter_05438
1
0
2
0.5
1.099
1.099
0.448
0.685
0
0
0
0
meter_05438
1
0
3
0.75
1.196
1.196
0.45
0.698
0
0
0
0
End of preview. Expand in Data Studio

OpenSynth New England — Static Dataset v1.0

10,000 synthetic residential smart meter profiles for New England, 15-minute intervals, full calendar year.

Format

Hive-partitioned Parquet: archetype=X/fuel=Y/der=Z/data.parquet

Schema

Column Type Description
meter_id string Unique meter identifier
day_of_year int 0-364
month int 0-11
interval int 0-95 (15-min intervals)
hour float 0.0-23.75
net float Net load (kW)
gross float Gross load (kW)
base float Baseload component (kW)
heat float Heating component (kW)
ev float EV charging (kW)
cool float Cooling (kW)
solar float Solar generation (kW, negative)
behav float Behavioral load (kW)

Coverage

  • 8 housing archetypes × 4 fuel types × 3 DER configs = 96 base types
  • 10,000 meters with per-meter latent variation
  • Geography: NH, MA, CT, RI, VT, ME

Repository

https://github.com/doctorbrownphd/opensynth-newengland
Downloads last month
70
Number of rows:
350,400,000
Total file size:
1.53 GB