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An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 5 new columns (__index_level_0__, __index_level_1__, __index_level_2__, 36:57.902217+00, __index_level_3__) and 5 missing columns (value, property, device_name, device_id, timestamp). This happened while the csv dataset builder was generating data using hf://datasets/scalytics/smartmeterdata/smartmeter_xab.csv (at revision 5a056f6c57a018b232de870936f7f0385741b768) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Error code:   UnexpectedError

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device_id
string
device_name
string
property
string
value
float64
timestamp
string
0x7
hardcoded-test
voltage-p3
243.6146
2020-06-26 10:58:05.812186+00
0x7
hardcoded-test
current-p3
-0.076694
2020-06-26 10:58:05.812186+00
0x7
hardcoded-test
current-total
-0.233661
2020-06-26 10:58:05.812186+00
0x7
hardcoded-test
power-p1
-0.271782
2020-06-26 10:58:05.812186+00
0x7
hardcoded-test
current-total
-0.229458
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
power-p2
0.271782
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
power-total
-1.106541
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
voltage-p2
244.3141
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
current-p3
-0.079872
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
current-p1
-0.07757
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
current-p2
-0.072015
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
power-p1
-0.232956
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
power-p3
-1.145367
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
voltage-p1
236.9425
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
voltage-p3
243.7816
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
api.infinimesh.io
15.8
2020-06-26 10:58:11.855156+00
0x7
hardcoded-test
voltage-p3
243.7305
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
current-p2
-0.074242
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
current-p3
-0.075418
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
current-total
-0.2212
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
power-p1
-0.407673
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
power-p3
-1.087128
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
current-p1
-0.07154
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
power-p2
-0.912411
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
power-total
-0.174717
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
voltage-p1
236.8537
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
voltage-p2
244.3289
2020-06-26 10:58:17.902624+00
0x7
hardcoded-test
current-p1
-0.076819
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
current-p3
-0.071615
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
power-p2
0.232956
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
voltage-p1
236.4731
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
voltage-p2
244.1139
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
current-p2
-0.076719
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
current-total
-0.225154
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
power-p1
-0.330021
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
power-p3
-1.184193
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
power-total
-1.281258
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
voltage-p3
243.5269
2020-06-26 10:58:22.948074+00
0x7
hardcoded-test
current-p2
-0.074492
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
power-p2
-0.465912
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
power-p3
-0.679455
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
power-total
-1.455975
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
voltage-p2
244.3064
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
current-p1
-0.07782
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
current-p3
-0.075593
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
current-total
-0.227906
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
power-p1
-0.310608
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
voltage-p1
236.6819
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
voltage-p3
243.5891
2020-06-26 10:58:28.74779+00
0x7
hardcoded-test
voltage-p2
244.5009
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
voltage-p3
243.5555
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
api.infinimesh.io
14.5
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
current-p2
-0.073767
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
current-total
-0.222276
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
power-p1
-0.330021
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
power-p2
-0.252369
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
voltage-p1
236.7904
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
current-p1
-0.072916
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
power-p3
-1.650105
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
power-total
-2.232495
2020-06-26 10:58:33.781215+00
0x7
hardcoded-test
power-p3
0.058239
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
power-total
1.533627
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
voltage-p1
236.8908
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
voltage-p2
244.6071
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
current-p2
-0.075318
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
current-total
-0.222351
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
power-p2
0.815346
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
voltage-p3
243.9988
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
current-p1
-0.074417
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
current-p3
-0.072616
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
power-p1
0.660042
2020-06-26 10:58:39.810897+00
0x7
hardcoded-test
current-p1
-0.076644
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
current-p3
-0.078846
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
power-p3
-2.077191
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
power-total
-0.349434
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
voltage-p2
244.1609
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
voltage-p3
243.5977
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
current-p2
-0.076094
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
current-total
-0.231584
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
power-p1
1.028889
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
power-p2
0.698868
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
voltage-p1
236.5371
2020-06-26 10:58:45.873763+00
0x7
hardcoded-test
current-p3
-0.075994
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
power-p2
-1.203606
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
power-p3
-1.417149
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
voltage-p2
244.5804
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
api.infinimesh.io
15.4
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
current-p2
-0.078521
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
power-p1
0.427086
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
power-total
1.494801
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
voltage-p1
236.9541
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
voltage-p3
243.7271
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
current-p1
-0.073892
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
current-total
-0.228407
2020-06-26 10:58:51.908917+00
0x7
hardcoded-test
power-total
-1.863648
2020-06-26 10:58:56.954008+00
0x7
hardcoded-test
voltage-p1
236.6923
2020-06-26 10:58:56.954008+00
0x7
hardcoded-test
current-p1
-0.074567
2020-06-26 10:58:56.954008+00
0x7
hardcoded-test
current-p2
-0.076019
2020-06-26 10:58:56.954008+00
0x7
hardcoded-test
current-p3
-0.078496
2020-06-26 10:58:56.954008+00
0x7
hardcoded-test
current-total
-0.229082
2020-06-26 10:58:56.954008+00
End of preview.

Real-world smartmeter dataset, 220V, 50Hz (EU)

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