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ts_utc
timestamp[us, tz=UTC]date
2022-12-31 23:00:00
2026-10-05 21:30:00
⌀
day
timestamp[us]date
2014-01-01 00:00:00
2027-12-31 00:00:00
⌀
slot
int32
0
47
⌀
actual
float64
29.8k
90.2k
⌀
rte_d1
float64
27.5k
90.5k
⌀
model
float64
29.4k
90.5k
⌀
model_perfect_weather
float64
29.4k
90k
⌀
fold
large_stringdate
2023-01-01 00:00:00
2026-09-01 00:00:00
⌀
naive_d7
float64
29.8k
90.2k
⌀
seasonal_d7_d14
float64
30k
84.8k
⌀
model_cal
float64
29.4k
91.7k
⌀
rte_cal
float64
28k
91.9k
⌀
lo
float64
28.8k
88.3k
⌀
hi
float64
29.9k
95.1k
⌀
2022-12-31T23:00:00
2023-01-01T00:00:00
0
47,571
46,600
50,238.006015
49,817.59806
2023-01
48,975
60,756
50,616.708756
47,286.335316
48,159.905275
53,073.512236
2022-12-31T23:30:00
2023-01-01T00:00:00
1
46,342
45,500
49,736.7772
49,109.210535
2023-01
48,353
60,001.5
50,111.701592
46,170.134268
47,679.409846
52,543.993337
2023-01-01T00:00:00
2023-01-01T00:00:00
2
44,790
43,800
47,605.247765
47,142.406836
2023-01
46,569
58,056
47,964.104321
44,445.096284
45,636.051365
50,292.157276
2023-01-01T00:30:00
2023-01-01T00:00:00
3
45,276
44,400
47,583.680934
47,067.986414
2023-01
46,817
58,208
47,942.374916
45,053.93322
45,615.376649
50,269.373183
2023-01-01T01:00:00
2023-01-01T00:00:00
4
45,246
44,300
47,095.016995
46,604.342072
2023-01
46,653
58,095
47,450.027344
44,952.460397
45,146.926348
49,753.128339
2023-01-01T01:30:00
2023-01-01T00:00:00
5
44,600
43,200
46,214.630324
45,557.563284
2023-01
46,134
57,732.5
46,563.004166
43,836.259349
44,302.95697
48,823.051362
2023-01-01T02:00:00
2023-01-01T00:00:00
6
42,919
41,200
44,309.52697
43,698.008126
2023-01
44,351
56,023
44,643.539815
41,806.802897
42,476.65843
46,810.421201
2023-01-01T02:30:00
2023-01-01T00:00:00
7
41,371
39,600
42,131.067968
41,592.620349
2023-01
42,939
54,699
42,448.659214
40,183.237736
40,388.311628
44,509.0068
2023-01-01T03:00:00
2023-01-01T00:00:00
8
39,981
38,300
40,571.287493
40,042.221536
2023-01
41,547
53,415.5
40,877.120845
38,864.091043
38,893.051646
42,861.190043
2023-01-01T03:30:00
2023-01-01T00:00:00
9
39,153
37,500
39,308.988238
38,871.201065
2023-01
40,633
52,616
39,605.306161
38,052.308462
37,682.967542
41,527.644781
2023-01-01T04:00:00
2023-01-01T00:00:00
10
38,305
37,000
38,913.395059
38,579.350109
2023-01
39,869
52,045.5
39,206.730932
37,544.94435
37,303.738119
41,109.723746
2023-01-01T04:30:00
2023-01-01T00:00:00
11
38,176
36,600
38,629.173108
38,541.318194
2023-01
40,010
52,354
38,920.366467
37,139.053059
37,031.27304
40,809.459894
2023-01-01T05:00:00
2023-01-01T00:00:00
12
37,945
36,200
38,407.082092
38,341.965217
2023-01
39,921
52,270.5
38,696.601291
36,733.161769
36,818.368844
40,574.833738
2023-01-01T05:30:00
2023-01-01T00:00:00
13
38,413
36,400
38,787.490715
38,712.370964
2023-01
40,295
52,775.5
39,079.8775
36,936.107414
37,183.041822
40,976.713178
2023-01-01T06:00:00
2023-01-01T00:00:00
14
38,427
36,300
39,231.411031
39,178.938127
2023-01
40,476
53,090
39,527.144163
36,834.634592
37,608.599324
41,445.689002
2023-01-01T06:30:00
2023-01-01T00:00:00
15
38,643
36,200
39,684.096996
39,690.458453
2023-01
40,880
53,695.5
39,983.242553
36,733.161769
38,042.559884
41,923.925223
2023-01-01T07:00:00
2023-01-01T00:00:00
16
38,882
36,500
40,397.139738
40,154.52754
2023-01
41,323
54,346
40,701.660334
37,037.580237
38,726.107533
42,677.213135
2023-01-01T07:30:00
2023-01-01T00:00:00
17
39,034
36,200
40,729.477525
40,488.190979
2023-01
41,694
54,922.5
41,036.503341
36,733.161769
39,044.69813
43,028.308551
2023-01-01T08:00:00
2023-01-01T00:00:00
18
39,243
36,500
41,515.500364
41,349.905451
2023-01
42,279
55,712
41,828.451355
37,037.580237
39,798.207046
43,858.695664
2023-01-01T08:30:00
2023-01-01T00:00:00
19
39,922
37,600
42,665.752753
42,487.507469
2023-01
43,389
56,891
42,987.374545
38,153.781285
40,900.879117
45,073.869973
2023-01-01T09:00:00
2023-01-01T00:00:00
20
40,797
38,500
44,291.134897
44,202.215521
2023-01
44,367
57,886
44,625.009099
39,067.036688
42,459.027146
46,790.991052
2023-01-01T09:30:00
2023-01-01T00:00:00
21
41,518
39,500
45,691.234648
45,400.883054
2023-01
45,348
58,721.5
46,035.663044
40,081.764914
43,801.211615
48,270.114472
2023-01-01T10:00:00
2023-01-01T00:00:00
22
42,281
40,400
46,540.248037
45,789.806121
2023-01
45,758
59,104.5
46,891.076441
40,995.020317
44,615.10547
49,167.047413
2023-01-01T10:30:00
2023-01-01T00:00:00
23
43,201
41,500
46,907.976865
46,768.445081
2023-01
46,168
59,325.5
47,261.577272
42,111.221365
44,967.623153
49,555.531391
2023-01-01T11:00:00
2023-01-01T00:00:00
24
44,154
42,800
47,676.239614
47,619.825965
2023-01
46,264
59,544.5
48,035.631319
43,430.368058
45,704.106628
50,367.156009
2023-01-01T11:30:00
2023-01-01T00:00:00
25
44,794
42,500
48,146.988501
48,068.66862
2023-01
46,249
59,428.5
48,509.928792
43,125.949591
46,155.382935
50,864.474649
2023-01-01T12:00:00
2023-01-01T00:00:00
26
44,918
42,100
48,087.802055
47,896.004792
2023-01
45,615
58,582
48,450.296188
42,720.058301
46,098.644743
50,801.947633
2023-01-01T12:30:00
2023-01-01T00:00:00
27
44,056
41,800
46,777.560914
46,617.576946
2023-01
44,183
56,801.5
47,130.178223
42,415.639833
44,842.601873
49,417.754574
2023-01-01T13:00:00
2023-01-01T00:00:00
28
43,291
41,600
44,844.724161
44,640.198908
2023-01
43,149
55,665.5
45,182.771415
42,212.694188
42,989.717129
47,375.825701
2023-01-01T13:30:00
2023-01-01T00:00:00
29
43,260
41,100
44,832.214382
44,456.902721
2023-01
42,911
55,414
45,170.167335
41,705.330075
42,977.724818
47,362.609851
2023-01-01T14:00:00
2023-01-01T00:00:00
30
43,131
41,300
44,831.420713
44,447.32401
2023-01
42,731
55,151
45,169.367683
41,908.27572
42,976.963979
47,361.771387
2023-01-01T14:30:00
2023-01-01T00:00:00
31
42,735
40,900
44,782.036171
44,415.464793
2023-01
42,402
54,723
45,119.610872
41,502.38443
42,929.622235
47,309.599509
2023-01-01T15:00:00
2023-01-01T00:00:00
32
42,278
40,400
44,198.605697
43,768.128196
2023-01
41,827
54,079.5
44,531.782398
40,995.020317
42,370.325427
46,693.239369
2023-01-01T15:30:00
2023-01-01T00:00:00
33
42,008
40,200
43,653.542709
43,382.750066
2023-01
41,671
53,254
43,982.610632
40,792.074672
41,847.809031
46,117.412233
2023-01-01T16:00:00
2023-01-01T00:00:00
34
42,188
40,800
44,175.367747
44,095.034001
2023-01
42,103
53,463.5
44,508.369277
41,400.911607
42,348.048718
46,668.689836
2023-01-01T16:30:00
2023-01-01T00:00:00
35
44,105
42,800
46,191.343896
46,137.166901
2023-01
43,876
55,028
46,539.542201
43,430.368058
44,280.633787
48,798.450614
2023-01-01T17:00:00
2023-01-01T00:00:00
36
45,891
44,900
47,787.643993
47,651.16766
2023-01
45,528
55,829
48,147.875483
45,561.297332
45,810.902753
50,484.848214
2023-01-01T17:30:00
2023-01-01T00:00:00
37
46,939
45,900
48,241.040517
48,057.880961
2023-01
46,323
56,612.5
48,604.689788
46,576.025558
46,245.544479
50,963.835098
2023-01-01T18:00:00
2023-01-01T00:00:00
38
48,087
46,800
49,084.439815
48,728.459594
2023-01
47,114
56,943.5
49,454.446775
47,489.280961
47,054.05647
51,854.83708
2023-01-01T18:30:00
2023-01-01T00:00:00
39
48,373
47,000
49,402.437329
49,053.451133
2023-01
47,402
58,125.5
49,774.841409
47,692.226606
47,358.899981
52,190.782837
2023-01-01T19:00:00
2023-01-01T00:00:00
40
47,675
46,700
49,159.134483
48,780.161759
2023-01
47,153
58,045.5
49,529.704504
47,387.808139
47,125.661385
51,933.747624
2023-01-01T19:30:00
2023-01-01T00:00:00
41
46,852
45,800
48,600.850739
48,402.204295
2023-01
46,777
57,462
48,967.212322
46,474.552735
46,590.471111
51,343.953533
2023-01-01T20:00:00
2023-01-01T00:00:00
42
46,108
44,900
47,715.213717
47,440.523812
2023-01
46,389
56,637.5
48,074.899215
45,561.297332
45,741.468563
50,408.329867
2023-01-01T20:30:00
2023-01-01T00:00:00
43
45,214
44,000
47,120.106616
46,903.920704
2023-01
45,889
55,762.5
47,475.306095
44,648.041929
45,170.978134
49,779.634055
2023-01-01T21:00:00
2023-01-01T00:00:00
44
44,407
42,800
47,052.170787
46,931.533826
2023-01
45,229
54,707
47,406.858154
43,430.368058
45,105.852478
49,707.863829
2023-01-01T21:30:00
2023-01-01T00:00:00
45
44,728
43,700
46,949.162558
46,759.892109
2023-01
45,939
55,056.5
47,303.07343
44,343.623462
45,007.105195
49,599.041665
2023-01-01T22:00:00
2023-01-01T00:00:00
46
46,265
45,800
49,148.950423
48,764.507095
2023-01
47,700
56,535
49,519.443675
46,474.552735
47,115.898589
51,922.98876
2023-01-01T22:30:00
2023-01-01T00:00:00
47
45,531
45,000
48,725.118364
48,414.437111
2023-01
47,058
55,637
49,092.416697
45,662.770155
46,709.598391
51,475.235003
2023-01-01T23:00:00
2023-01-02T00:00:00
0
45,232
44,400
44,861.237547
44,346.022933
2023-01
46,782
55,191
45,067.625213
45,098.875838
42,841.389656
47,293.860769
2023-01-01T23:30:00
2023-01-02T00:00:00
1
44,161
43,000
43,825.096571
43,522.855854
2023-01
45,654
54,085
44,026.717388
43,676.839212
41,851.900251
46,201.534526
2023-01-02T00:00:00
2023-01-02T00:00:00
2
42,055
41,200
42,530.743742
42,160.097714
2023-01
43,664
51,909.5
42,726.409787
41,848.506408
40,615.824811
44,836.994762
2023-01-02T00:30:00
2023-01-02T00:00:00
3
42,231
41,800
42,479.847064
42,175.684227
2023-01
43,925
52,051
42,675.278955
42,457.950676
40,567.219723
44,783.338186
2023-01-02T01:00:00
2023-01-02T00:00:00
4
42,105
41,600
42,409.686198
42,116.969966
2023-01
43,896
51,910
42,604.795309
42,254.802587
40,500.217805
44,709.372813
2023-01-02T01:30:00
2023-01-02T00:00:00
5
41,764
40,700
41,910.517005
41,783.289424
2023-01
43,594
51,587
42,103.329648
41,340.636185
40,023.523378
44,183.135918
2023-01-02T02:00:00
2023-01-02T00:00:00
6
40,272
39,400
40,878.741779
40,727.693037
2023-01
42,066
50,001
41,066.807658
40,020.173604
39,038.203157
43,095.41216
2023-01-02T02:30:00
2023-01-02T00:00:00
7
39,424
38,700
40,264.380239
40,188.528022
2023-01
41,265
49,118
40,449.6197
39,309.155291
38,451.502844
42,447.736556
2023-01-02T03:00:00
2023-01-02T00:00:00
8
38,637
38,200
39,981.786335
39,952.910772
2023-01
40,426
48,163
40,165.7257
38,801.285068
38,181.632545
42,149.818855
2023-01-02T03:30:00
2023-01-02T00:00:00
9
38,447
38,200
39,704.805816
39,680.498709
2023-01
40,199
47,942.5
39,887.470911
38,801.285068
37,917.122893
41,857.818928
2023-01-02T04:00:00
2023-01-02T00:00:00
10
38,729
38,600
40,044.324162
40,008.286119
2023-01
40,332
48,046
40,228.551238
39,207.581246
38,241.354648
42,215.747828
2023-01-02T04:30:00
2023-01-02T00:00:00
11
40,103
39,500
41,080.191622
41,104.03768
2023-01
41,472
49,485
41,269.184288
40,121.747648
39,230.582853
43,307.785723
2023-01-02T05:00:00
2023-01-02T00:00:00
12
41,319
41,000
41,899.09732
41,911.619722
2023-01
42,260
50,502
42,091.857426
41,645.358319
40,012.617857
44,171.096995
2023-01-02T05:30:00
2023-01-02T00:00:00
13
43,657
43,100
43,730.969438
44,096.284259
2023-01
44,248
52,888.5
43,932.157217
43,778.413257
41,762.011131
46,102.303302
2023-01-02T06:00:00
2023-01-02T00:00:00
14
45,360
44,900
44,377.328152
44,965.709596
2023-01
45,412
54,426.5
44,581.489555
45,606.746061
42,379.267967
46,783.711144
2023-01-02T06:30:00
2023-01-02T00:00:00
15
47,234
47,000
47,191.796492
47,603.466628
2023-01
46,878
56,257.5
47,408.906079
47,739.800999
45,067.016709
49,750.795448
2023-01-02T07:00:00
2023-01-02T00:00:00
16
48,901
49,500
49,271.502296
49,650.880169
2023-01
48,184
57,791
49,498.179733
50,279.152116
47,053.085119
51,943.274347
2023-01-02T07:30:00
2023-01-02T00:00:00
17
49,962
50,100
50,920.641758
51,271.506734
2023-01
48,735
58,525
51,154.906191
50,888.596384
48,627.973155
53,681.839228
2023-01-02T08:00:00
2023-01-02T00:00:00
18
50,838
50,800
51,850.038734
52,495.695499
2023-01
49,488
59,239.5
52,088.578932
51,599.614697
49,515.52464
54,661.633224
2023-01-02T08:30:00
2023-01-02T00:00:00
19
51,736
52,200
52,451.459857
53,105.973352
2023-01
50,025
59,714.5
52,692.76694
53,021.651323
50,089.86717
55,295.66671
2023-01-02T09:00:00
2023-01-02T00:00:00
20
52,570
53,000
52,606.913039
53,393.73154
2023-01
50,781
60,212
52,848.935297
53,834.24368
50,238.321174
55,459.54942
2023-01-02T09:30:00
2023-01-02T00:00:00
21
53,181
53,700
52,868.002149
53,557.826032
2023-01
51,295
60,386
53,111.225568
54,545.261993
50,487.654918
55,734.796218
2023-01-02T10:00:00
2023-01-02T00:00:00
22
53,574
54,300
53,199.388174
53,761.979593
2023-01
51,530
60,433
53,444.13616
55,154.706261
50,804.120503
56,084.151817
2023-01-02T10:30:00
2023-01-02T00:00:00
23
54,373
55,400
53,829.49579
54,068.376205
2023-01
52,008
60,794.5
54,077.142636
56,272.020752
51,405.857936
56,748.427336
2023-01-02T11:00:00
2023-01-02T00:00:00
24
55,173
56,000
54,349.619891
54,281.289166
2023-01
52,798
61,252.5
54,599.65961
56,881.46502
51,902.56379
57,296.75543
2023-01-02T11:30:00
2023-01-02T00:00:00
25
55,212
55,500
53,967.259036
54,379.532436
2023-01
52,840
60,880.5
54,215.539673
56,373.594797
51,537.418482
56,893.660864
2023-01-02T12:00:00
2023-01-02T00:00:00
26
54,454
55,000
53,668.241183
54,280.644967
2023-01
52,153
59,840.5
53,915.146164
55,865.724574
51,251.863712
56,578.428617
2023-01-02T12:30:00
2023-01-02T00:00:00
27
53,499
54,100
52,953.570446
53,672.796277
2023-01
51,058
58,847
53,197.187528
54,951.558172
50,569.370558
55,825.004499
2023-01-02T13:00:00
2023-01-02T00:00:00
28
53,116
54,300
52,649.213174
53,083.932755
2023-01
50,669
58,410
52,891.430036
55,154.706261
50,278.716773
55,504.1433
2023-01-02T13:30:00
2023-01-02T00:00:00
29
53,217
53,900
52,302.863893
52,725.562818
2023-01
50,911
58,493.5
52,543.487349
54,748.410082
49,947.961642
55,139.013055
2023-01-02T14:00:00
2023-01-02T00:00:00
30
53,033
53,500
51,641.284648
51,800.967582
2023-01
50,676
58,234.5
51,878.864456
54,342.113904
49,316.16957
54,441.559342
2023-01-02T14:30:00
2023-01-02T00:00:00
31
52,584
52,900
51,380.571103
51,433.172468
2023-01
50,227
57,778
51,616.951478
53,732.669635
49,067.194482
54,166.708473
2023-01-02T15:00:00
2023-01-02T00:00:00
32
51,934
52,700
50,975.195785
50,777.613551
2023-01
49,647
57,078
51,209.711199
53,529.521546
48,680.070923
53,739.351475
2023-01-02T15:30:00
2023-01-02T00:00:00
33
51,630
52,900
51,430.590515
51,436.280896
2023-01
49,384
56,671.5
51,667.201008
53,732.669635
49,114.961803
54,219.440214
2023-01-02T16:00:00
2023-01-02T00:00:00
34
51,939
53,400
50,714.321849
51,067.728707
2023-01
49,991
57,076
50,947.637091
54,240.539859
48,430.942665
53,464.331518
2023-01-02T16:30:00
2023-01-02T00:00:00
35
53,829
56,100
52,304.744022
52,910.948956
2023-01
52,158
58,910
52,545.376127
56,983.039065
49,949.757119
55,140.995135
2023-01-02T17:00:00
2023-01-02T00:00:00
36
56,334
58,400
54,140.281524
54,828.834973
2023-01
54,175
60,468
54,389.358164
59,319.242093
51,702.650745
57,076.065583
2023-01-02T17:30:00
2023-01-02T00:00:00
37
57,632
59,600
54,540.552094
55,413.908652
2023-01
55,167
61,358
54,791.470211
60,538.130629
52,084.899395
57,498.041027
2023-01-02T18:00:00
2023-01-02T00:00:00
38
59,575
60,500
55,254.653614
55,922.922171
2023-01
56,462
62,625.5
55,508.857012
61,452.297031
52,766.848961
58,250.865062
2023-01-02T18:30:00
2023-01-02T00:00:00
39
58,997
59,300
55,135.844305
55,787.871753
2023-01
56,455
62,248
55,389.501111
60,233.408495
52,653.388963
58,125.613258
2023-01-02T19:00:00
2023-01-02T00:00:00
40
57,617
57,700
54,173.720361
54,819.515045
2023-01
55,497
61,067.5
54,422.950839
58,608.22378
51,734.584021
57,111.317658
2023-01-02T19:30:00
2023-01-02T00:00:00
41
55,778
56,600
53,106.950011
53,579.006123
2023-01
54,247
59,269
53,351.272728
57,490.909289
50,715.844308
55,986.701148
2023-01-02T20:00:00
2023-01-02T00:00:00
42
54,080
54,500
51,355.519327
52,183.861223
2023-01
53,070
57,783
51,591.784449
55,357.85435
49,043.270646
54,140.298253
2023-01-02T20:30:00
2023-01-02T00:00:00
43
52,699
52,900
50,626.037215
51,359.009421
2023-01
51,959
56,416
50,858.946297
53,732.669635
48,346.632989
53,371.259606
2023-01-02T21:00:00
2023-01-02T00:00:00
44
51,483
51,600
49,579.234693
50,206.330256
2023-01
51,066
55,252
49,807.327877
52,412.207055
47,346.962066
52,267.693689
2023-01-02T21:30:00
2023-01-02T00:00:00
45
51,650
52,400
50,004.391858
50,688.248665
2023-01
51,585
55,435
50,234.441012
53,224.799412
47,752.976808
52,715.905216
2023-01-02T22:00:00
2023-01-02T00:00:00
46
53,157
54,000
51,631.544601
52,209.846981
2023-01
53,394
56,956.5
51,869.079599
54,849.984127
49,306.868062
54,431.291136
2023-01-02T22:30:00
2023-01-02T00:00:00
47
52,453
53,600
50,946.371131
51,753.388248
2023-01
52,736
56,169.5
51,180.753934
54,443.687948
48,652.54408
53,708.963789
2023-01-02T23:00:00
2023-01-03T00:00:00
0
52,195
52,300
52,241.542711
53,577.712614
2023-01
52,466
55,813.5
52,352.691969
53,204.70486
49,795.498472
54,909.885467
2023-01-02T23:30:00
2023-01-03T00:00:00
1
50,945
50,700
51,296.101098
52,290.825736
2023-01
51,563
54,632
51,405.238832
51,577.027465
48,894.324159
53,916.153506
2023-01-03T00:00:00
2023-01-03T00:00:00
2
48,926
49,200
49,778.165603
50,407.91758
2023-01
49,452
52,503
49,884.073773
50,051.079906
47,447.46117
52,320.686376
2023-01-03T00:30:00
2023-01-03T00:00:00
3
49,050
49,800
49,648.028079
50,534.322431
2023-01
49,724
52,559.5
49,753.659368
50,661.45893
47,323.416922
52,183.901815
End of preview. Expand in Data Studio

WattCast · état persistant

Données et sorties du projet WattCast, mises à jour chaque jour par GitHub Actions.

  • raw/france/ : conso eCO2mix (RTE via ODRÉ), météo Open-Meteo (observée, prévue la veille, instantanés live), calendrier.
  • models/france/champion/ : modèle LightGBM en production et ses métadonnées.
  • outputs/france/ : backtest, prévisions live (journal en ajout seul), scores, drift, historique des promotions.

Sources : RTE eCO2mix, Open-Meteo (CC BY 4.0), data.education.gouv.fr.

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