dataset stringclasses 38
values | term stringclasses 3
values | item_id stringlengths 1 30 | window_id int64 0 19 | history listlengths 51 3k | future listlengths 30 900 | n_history int64 51 3k | n_horizon int64 30 900 | frequency stringclasses 6
values | tsfm_average_forecast listlengths 30 900 | macro stringlengths 103 259 | micro stringlengths 139 2.23k |
|---|---|---|---|---|---|---|---|---|---|---|---|
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ett1/15T | short | item_0_dim3 | 12 | [
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10.941666603088379,
10.486666679382324,
10.578332901000977,
10.46833324432373,
10.08666706085205,
9.963333129882812,
10.763333320617676,
11.358333587646484,
12.083333015441895,
12.731666564941406,
12.888333320617676,
12.380000114440918,
11.78666687... | 480 | 48 | H | [
12.325301170349121,
12.223139762878418,
12.13250732421875,
12.037061214447021,
11.925873756408691,
11.8060941696167,
11.721877574920654,
11.699861526489258,
11.843491077423096,
12.507991313934326,
13.734414100646973,
15.077038288116455,
16.154213428497314,
17.308539390563965,
18.27572154... | {"trend":[{"direction":"up","shape":"linear","duration":1.0}],"seasonality":{"period":null,"waveform":"irregular"},"level_range":[8.4777,30.976]} | [{"family":"seasonal_change","subtype":"disappearance","direction":null,"amplitude_trend":null,"envelope_change":null,"start":0,"end":47,"intensity":null}] |
jena_weather/H | short | item_0_dim19 | 13 | [
12.723333358764648,
12.71500015258789,
12.486666679382324,
12.555000305175781,
12.491666793823242,
12.4350004196167,
12.248332977294922,
11.146666526794434,
10.164999961853027,
10.583333015441895,
12.225000381469727,
13.734999656677246,
14.713333129882812,
15.289999961853027,
15.98999977... | [
12.300000190734863,
11.90999984741211,
11.473333358764648,
10.981666564941406,
10.579999923706055,
10.399999618530273,
10.216666221618652,
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11.8100004196167,
12.141666412353516,
12.526666641235352,
13.12833309173584,
14.039999961853027,
14.7083330154... | 480 | 48 | H | [
12.170817852020264,
12.089888095855713,
12.026649475097656,
11.967353820800781,
11.898126125335693,
11.79108715057373,
11.715537548065186,
11.696058750152588,
11.815629005432129,
12.282654762268066,
13.189391136169434,
14.389533996582031,
15.52296257019043,
16.538382530212402,
17.0597229... | {"trend":[{"direction":"up","shape":"linear","duration":1.0}],"seasonality":{"period":24,"waveform":"follow_history"},"level_range":[13.3758,62.18]} | [{"family":"seasonal_change","subtype":"amplitude","direction":"decrease","amplitude_trend":null,"envelope_change":null,"start":7,"end":47,"intensity":32.7965}] |
jena_weather/H | short | item_0_dim20 | 11 | [
440.45001220703125,
440.3500061035156,
441.7833251953125,
448.04998779296875,
447.45001220703125,
445.8500061035156,
449.8333435058594,
459.1833190917969,
458.7833251953125,
453.9666748046875,
449,
445.2166748046875,
441.5333251953125,
438.95001220703125,
437.48333740234375,
439.25,
... | [
440.75,
442.1833190917969,
444.25,
444.8166809082031,
445.7166748046875,
445.9166564941406,
450.3166809082031,
455.23333740234375,
456.3833312988281,
451.8333435058594,
461.8666687011719,
456.98333740234375,
446.29998779296875,
441.95001220703125,
433.1333312988281,
433.76666259765625,... | 480 | 48 | H | [
440.33177185058594,
440.025146484375,
439.82078552246094,
440.11656188964844,
440.7412567138672,
440.86073303222656,
440.9801788330078,
441.5217742919922,
442.08583068847656,
441.7993469238281,
440.58375549316406,
438.8207702636719,
436.4048767089844,
434.1050567626953,
432.7604217529297... | {"trend":[{"direction":"flat","shape":null,"duration":1.0}],"seasonality":{"period":null,"waveform":"irregular"},"level_range":[14.4202,59.4609]} | [{"family":"excursion","subtype":"impulse","direction":"up","amplitude_trend":null,"envelope_change":null,"start":23,"end":25,"intensity":32.0956}] |
jena_weather/D | short | item_0_dim0 | 0 | [
999.4086303710938,
998.8414306640625,
991.9282836914062,
990.9114379882812,
1004.0776977539062,
997.6510620117188,
994.3972778320312,
987.1138916015625,
990.4934692382812,
1000.22802734375,
993.2989501953125,
997.0272827148438,
1007.34033203125,
1018.4207153320312,
1014.2429809570312,
... | [
986.3353881835938,
995.441162109375,
1004.1412353515625,
1010.7920532226562,
1007.8012084960938,
1000.8502807617188,
998.08447265625,
998.9224243164062,
1000.9143676757812,
999.1556396484375,
994.458984375,
993.608154296875,
992.4808959960938,
986.884033203125,
988.30859375,
998.606933... | 300 | 30 | D | [
987.3183288574219,
987.8814697265625,
989.2335205078125,
989.9825744628906,
989.523681640625,
989.2127075195312,
989.1741943359375,
989.16943359375,
989.8406372070312,
989.9942016601562,
990.3310852050781,
990.4213562011719,
990.7980651855469,
991.1170959472656,
990.8985900878906,
989.... | {"trend":[{"direction":"up","shape":"decelerating_curved","duration":0.1333333333},{"direction":"down","shape":"curved","duration":0.8666666667}],"seasonality":{"period":null,"waveform":"irregular"},"level_range":[37.944,85.2455]} | [{"family":"excursion","subtype":"impulse","direction":"up","amplitude_trend":null,"envelope_change":null,"start":1,"end":5,"intensity":85.2455},{"family":"excursion","subtype":"impulse","direction":"down","amplitude_trend":null,"envelope_change":null,"start":9,"end":15,"intensity":39.0051},{"family":"excursion","subty... |
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