task_type
stringclasses 1
value | folder_name
stringclasses 1
value | file_name
stringclasses 42
values | data_length
int64 8
512
| forecast_length
int64 3
96
| data
listlengths 8
512
| data_forecast
listlengths 3
96
| columns
listlengths 1
1
| forecast_explanation
dict | data_explanation
dict |
|---|---|---|---|---|---|---|---|---|---|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
765,
1203,
726,
1779,
1499,
1774,
754,
878,
658,
508,
633,
721,
773,
630,
719,
506,
548,
660,
666,
705,
597,
559,
435,
357,
422,
459,
509,
425,
489,
304,
304,
356,
479,
438,
531,
505,
631,
528,
735,
693,
525,
509,
921,
631,
571,
743,
689,
651,
553,
512,
555,
487,
478,
528,
457,
382,
447,
387,
385,
555,
488,
379,
514,
417,
623,
671,
1579,
836,
577,
3050,
868,
463,
455,
872,
741,
1329,
818,
581,
453,
407,
527,
681,
456,
564,
496,
330,
399,
778,
890,
444,
558,
493,
395,
388,
487,
755,
433,
384,
556,
612,
407,
489,
580,
520,
430,
590,
477,
592,
941,
881,
508,
549,
496,
436,
431,
558,
458,
369,
325,
337,
368,
307,
870,
709,
422,
442,
386,
338,
375,
787,
671,
410,
459,
3757,
5214,
1057,
980,
888,
602,
717,
534,
501,
457,
528,
1288,
3972,
1013,
554,
559,
580,
820,
920,
916,
577,
783,
512,
594,
829,
723,
618,
517,
699,
937,
524,
661,
994,
623,
688,
1082,
1097,
878,
1203,
1463,
627,
505,
670,
498,
473,
1035,
638,
478,
646,
592,
845,
833,
1557,
1673,
847,
758,
819,
558,
674,
822,
2159,
967,
676,
644,
611,
508,
1142,
770,
532,
560,
556,
1200,
826,
2503,
667,
512,
682,
1636,
757,
671,
893,
1041,
699,
668,
725,
863,
633,
941,
892,
553,
610,
794,
1197,
842,
804,
677,
645,
646,
643,
633,
546,
707,
746,
3285,
864,
803,
1073,
4145,
2030,
1876,
780,
566,
595,
567,
538,
867,
1482,
717,
520,
516,
424,
579,
1079,
776,
461,
411,
389,
438,
490,
578,
879,
820,
453,
470,
766,
445,
760,
1423,
602,
864,
691,
509,
431,
660,
690,
664,
449,
476,
458,
525,
1191,
921,
518,
465,
496,
412,
387,
596,
951,
464,
423,
549,
506,
529,
812,
934,
656,
484,
453,
413,
692,
839,
550,
1668,
1260,
827,
622,
783,
841,
767,
571,
489,
855,
606,
466,
780,
794,
619,
520,
478,
437,
408,
530,
745,
559,
539,
439,
550,
426,
744,
656,
474,
451,
470,
608,
847,
1004,
656,
684,
1861,
592,
631,
533,
816,
1316,
601,
639,
617,
933,
816,
726,
3849,
2701,
2234,
1088,
739,
671,
2154,
1921,
2058,
944,
850,
581,
582,
785,
1069,
608,
657,
559,
564,
432,
587,
511,
460,
456,
473,
389,
437,
724,
576,
503,
426,
460,
420,
453,
503,
588,
391,
689,
499,
444,
432,
564,
580,
399,
615,
544,
392,
469,
482,
1922,
1275,
840,
587,
644,
577,
1105,
647,
474,
475,
471,
462,
546,
603,
540,
461,
511,
488,
464,
495,
2190,
855,
886,
829,
506,
1028,
794,
671,
853,
581,
1668,
1005,
1209,
815,
851,
872,
644,
1945,
999,
611,
663,
1000,
7341,
1437,
1165,
753,
1792,
744,
953,
1148,
655,
566,
553,
618,
495,
690,
1018,
683,
1275,
665,
1328,
2072,
1383,
1182,
1209,
1474,
869,
658,
694,
1032,
1374,
681,
823,
822,
759,
562,
879,
992,
556,
561,
523,
516,
726,
1020,
1074,
607,
517,
619,
1082,
761,
1049,
1300,
733,
731,
939,
956,
1514,
1914,
1586,
1131,
2450,
1694,
1231,
788,
1099,
1886,
1272,
819,
992
] |
[
654,
652,
762,
1345,
777,
974,
750,
1915,
1281,
1859,
1161,
924,
2097,
1224,
1037,
803,
1062,
941,
724,
679,
1293,
900,
532,
734,
2261,
888,
771,
770,
704,
696,
1486,
4616,
1125,
897,
744,
1351,
1651,
2041,
1943,
12730,
2741,
1698,
1348,
1119,
4158,
3406,
1508,
1475,
5488,
4278,
3138,
2968,
5922,
1828,
1423,
2276,
1342,
1773,
1282,
3877,
1809,
1166,
1385,
765,
768,
985,
764,
714,
728,
687,
750,
1198,
1067,
1124,
721,
644,
1188,
785,
790,
971,
739,
634,
662,
1602,
698,
711,
1120,
1001,
2027,
1095,
908,
1307,
3222,
9326,
13634,
8530
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 29.67%",
"予測される変化率: [カラム_0] 予測される変化率: 1204.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.15倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 29.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 1204.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.15 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
514,
384,
437,
407,
477,
411,
421,
394,
382,
352,
448,
425,
438,
377,
339,
442,
478,
449,
621,
458,
368,
388,
401,
305,
327,
361,
319,
464,
303,
307,
238,
265,
290,
303,
456,
314,
425,
346,
1281,
696,
503,
471,
422,
434,
516,
667,
612,
484,
859,
1247,
372,
409,
547,
522,
498,
445,
354,
415,
406,
450,
522,
386,
493,
459,
469,
499,
559,
544,
617,
518,
478,
485,
472,
601,
529,
455,
489,
424,
448,
422,
460,
494,
478,
488,
652,
684,
597,
663,
721,
537,
562,
550,
587,
553,
728,
608,
483,
468,
505,
483,
457,
514,
501,
741,
551,
469,
418,
465,
549,
580,
456,
371,
385,
420,
650,
756,
499,
489,
579,
510,
459,
487,
661,
561,
521,
478,
520,
447,
492,
606,
643,
498,
446,
453,
556,
428,
435,
651,
564,
501,
558,
488,
512,
440,
432,
435,
366,
453,
382,
560,
472,
433,
313,
357,
433,
492,
390,
424,
398,
359,
676,
453,
484,
440,
458,
447,
620,
686,
445,
431,
388,
442,
452,
390,
417,
561,
489,
407,
387,
401,
431,
895,
651,
796,
619,
635,
545,
581,
513,
516,
489,
428,
501,
435,
538,
455,
409,
309,
325,
360,
383,
294,
312,
306,
356,
335,
422,
656,
469,
366,
350,
389,
418,
404,
358,
313,
761,
474,
513,
478,
487,
430,
394,
453,
375,
476,
411,
480,
466,
392,
337,
427,
387,
409,
511,
396,
388,
351,
348,
315,
445,
360,
364,
380,
327,
395,
358,
461,
412,
389,
360,
451,
321,
371,
293,
376,
366,
353,
363,
309,
287,
339,
389,
344,
438,
344,
334,
335,
343,
357,
414,
377,
320,
308,
357,
291,
367,
390,
311,
355,
309,
397,
371,
459,
374,
344,
346,
354,
298,
373,
377,
459,
361,
374,
349,
480,
419,
505,
474,
408,
349,
548,
443,
428,
455,
482,
397,
525,
562,
533,
509,
451,
460,
375,
404,
354,
343,
354,
357,
454,
456,
388,
352,
373,
359,
380,
402,
307,
336,
384,
356,
316,
404,
362,
338,
349,
346,
362,
330,
569,
564,
500,
418,
409,
417,
383,
473,
832,
577,
399,
387,
360,
356,
410,
438,
343,
386,
378,
379,
331,
497,
338,
327,
359,
350,
595,
346,
418,
370,
370,
354,
354,
328,
441,
1426,
994,
646,
571,
987,
702,
761,
532,
598,
587,
751,
24874,
8035,
2868,
2355,
1717,
1309,
1125,
972,
835,
879,
924,
1029,
983,
862,
669,
620,
687,
832,
984,
576,
732,
765,
740,
649,
558,
562,
509,
562,
723,
1159,
756,
555,
469,
457,
434,
357,
411,
400,
368,
388,
402,
1310,
417,
404,
417,
450,
462,
317,
380,
363,
446,
402,
507,
527,
510,
495,
513,
743,
504,
428,
441,
482,
485,
407,
909,
500,
652,
904,
555,
555,
422,
477,
392,
422,
410,
352,
384,
400,
372,
363,
405,
382,
401,
351,
450,
435,
372,
508,
624,
478,
509,
411,
400,
440,
463,
439,
316,
322,
345,
432,
403,
394,
350,
258,
389,
377,
336,
336,
481,
967,
460,
458,
355,
344,
371,
381,
516,
360,
341,
419,
421,
420,
507,
430,
428,
382,
424
] |
[
352,
372,
476,
507,
654,
454,
369,
339,
366,
487,
381,
380,
552,
449,
410,
404,
376,
414,
401,
332,
353,
361,
342,
339,
381,
296,
325,
317,
283,
329,
323,
386,
398,
547,
492,
405,
357,
1816,
853,
578,
605,
613,
489,
563,
522,
531,
612,
809,
483,
443,
408,
556,
857,
480,
616,
659,
477,
452,
470,
530,
471,
471,
454,
761,
707,
743,
639,
482,
500,
440,
529,
450,
605,
804,
1222,
736,
549,
3488,
1625,
1068,
867,
755,
516,
453,
437,
429,
530,
498,
464,
472,
490,
1636,
529,
535,
474,
626
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -17.51%",
"予測される変化率: [カラム_0] 予測される変化率: 77.84%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -17.51%",
"Forecasted change rate: [column_0] Forecasted change rate: 77.84%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2114,
1682,
2095,
2010,
2128,
2354,
1858,
3815,
2143,
1743,
2009,
2150,
2501,
1894,
1831,
1983,
1819,
1531,
1694,
1748,
1880,
1981,
1788,
1459,
1143,
1303,
1389,
1311,
1225,
1408,
1278,
1017,
1362,
1444,
1658,
1561,
1573,
1667,
1404,
1486,
1917,
1866,
1606,
1667,
1757,
1471,
2029,
2543,
2260,
1826,
1566,
1567,
1667,
1611,
1868,
1939,
1685,
1730,
1935,
1770,
1924,
1846,
1819,
2061,
2096,
3012,
2442,
2858,
2627,
2439,
2523,
2304,
3937,
2998,
2571,
2736,
2435,
2224,
2188,
2131,
1888,
2028,
2327,
2336,
2332,
2304,
2333,
2275,
2171,
2253,
2219,
2142,
2065,
2047,
2214,
2373,
2350,
2941,
2699,
3365,
3180,
3194,
3401,
3588,
4109,
3350,
2923,
2907,
3938,
3505,
4178,
12225,
11573,
5284,
4953,
4840,
4995,
4581,
5124,
4087,
3968,
3895,
3539,
3585,
3976,
4170,
4188,
3976,
6947,
5406,
5524,
5991,
6792,
8285,
7675,
6418,
6939,
6883,
8308,
7706,
9072,
8042,
15088,
7163,
7151,
9095,
9072,
7664,
6524,
7725,
7010,
7148,
8766,
9362,
17428,
10246,
10014,
9337,
8589,
9346,
8933,
9229,
10608,
16407,
12491,
13938,
14916,
22995,
19387,
24749,
122405,
61312,
33904,
40635,
28984,
28347,
23165,
55732,
31458,
24320,
27674,
23741,
21981,
18824,
18024,
20868,
21862,
25062,
20131,
17858,
14551,
12535,
15083,
14510,
13683,
11570,
8808,
7955,
7507,
7647,
8264,
7314,
6306,
6109,
6673,
5197,
5952,
5893,
5499,
4663,
4435,
4180,
4492,
4692,
4585,
5155,
4003,
3687,
3632,
3281,
3956,
3937,
3702,
3170,
3386,
3716,
3370,
3885,
3597,
3396,
3300,
2994,
2649,
2706,
3183,
2679,
2791,
2448,
2212,
2210,
2069,
2163,
2330,
2369,
2221,
2268,
1980,
1734,
2041,
2046,
1874,
1966,
1953,
1800,
1650,
1865,
1769,
1836,
1603,
1762,
1570,
1388,
1597,
1707,
1757,
1635,
1509,
1556,
1447,
1316,
1408,
1459,
1608,
1587,
1356,
1390,
1439,
1427,
1467,
1180,
1153,
1385,
1431,
1481,
1382,
1354,
1564,
1277,
1380,
1012,
1112,
1256,
1132,
1097,
1133,
1113,
1123,
1234,
1284,
1296,
1308,
1940,
2301,
2952,
3294,
3308,
3460,
6390,
7571,
8446,
5625,
4198,
3302,
3054,
2393,
2338,
2032,
1822,
2323,
2251,
2072,
1879,
1578,
1675,
1707,
1986,
1888,
1573,
1572,
1576,
1540,
1445,
1604,
1477,
1477,
1216,
1239,
1240,
1261,
1298,
1591,
1595,
1262,
1256,
1314,
1325,
1310,
1341,
1399,
1201,
1166,
1124,
1069,
1082,
1167,
1301,
1162,
1141,
1090,
1125,
1163,
1135,
1126,
1123,
1041,
1020,
920,
1000,
1013,
1030,
1031,
996,
984,
1013,
1100,
887,
1053,
1187,
995,
996,
1096,
1044,
1349,
1572,
1352,
959,
1051,
1063,
967,
967,
1025,
956,
948,
829,
936,
817,
876,
1068,
1113,
950,
994,
907,
855,
884,
745,
801,
822,
868,
1193,
1100,
1545,
1374,
1168,
1114,
913,
948,
944,
1046,
978,
882,
1013,
999,
882,
1019,
948,
1085,
1189,
839,
988,
917,
985,
1029,
1043,
1230,
1547,
1206,
1057,
1090,
1208,
1024,
1179,
1068,
1173,
1210,
960,
1065,
1207,
1050,
1047,
1017,
1066,
928,
977,
1110,
1052,
862,
908,
901,
869,
898,
937,
962,
984,
987,
942,
837,
990,
1004,
982,
866,
1067,
1116,
958,
1026,
1053,
1009,
1021,
967,
979,
932,
861,
1064,
988,
943,
1386,
1064,
907,
993,
1150,
1040,
1145,
1109,
1225,
997,
1212,
1289,
1218,
1108,
1274,
1567,
2513,
2961,
2680,
2174,
2412,
2085,
1696,
1822,
3352,
2779,
2490,
3087
] |
[
2120,
1896,
4428,
4167,
3450,
2354,
2250,
2173,
2233,
2359,
2221,
2763,
2430,
2603,
2452,
2474,
2503,
2754,
2793,
2988,
3336,
3600,
5470,
5843,
4911,
6460,
5585,
4575,
4866,
4753,
5877,
5029,
4130,
4984,
8810,
5129,
3501,
2995,
3198,
3430,
3520,
4297,
3376,
3220,
3256,
4181,
3956,
2890,
2797,
2520,
2290,
2395,
2168,
2151,
1799,
2050,
1804,
1729,
1648,
1713,
2099,
7137,
2076,
2043,
1533,
1700,
1581,
1743,
1438,
1523,
1479,
1891,
1356,
1644,
1845,
1560,
1606,
1496,
1460,
1369,
1594,
1402,
1199,
1102,
1177,
1367,
2340,
1065,
1057,
917,
1008,
1028,
1188,
1039,
868,
1051
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 46.03%",
"予測される変化率: [カラム_0] 予測される変化率: -50.42%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.93倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 46.03%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.42%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.93 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
48,
1,
5,
1,
0,
14,
1,
2,
1,
2,
1,
0,
1,
2,
0,
1,
1,
0,
1,
0,
0,
2,
1,
2,
109,
44,
64,
115,
1,
1,
16,
4,
17,
7,
6,
25,
8,
54,
96,
4,
112,
16,
27,
61,
44,
25,
19,
49,
1,
16,
13,
64,
38,
2,
15,
32,
45,
3,
9,
20,
5,
5,
3,
16,
27,
21,
9,
26,
52,
8,
69,
65,
84,
88,
558,
110,
14,
68,
11,
17,
24,
11,
5,
6,
25,
9,
18,
40,
7,
138,
422,
575,
655,
397,
265,
457,
168,
249,
139,
113,
101,
178,
281,
151,
298,
218,
132,
61,
55,
61,
60,
59,
63,
54,
57,
60,
59,
65,
57,
70,
59,
58,
58,
51,
59,
61,
55,
53,
54,
54,
51,
53,
53,
50,
54,
51,
51,
49,
54,
69,
60,
52,
51,
50,
52,
53,
55,
53,
58,
55,
49,
51,
55,
56,
58,
57,
63,
52,
59,
58,
51,
77,
68,
56,
49,
49,
60,
56,
54,
52,
53,
51,
53,
53,
56,
58,
54,
54,
53,
50,
55,
50,
52,
60,
56,
62,
67,
346,
298,
51,
50,
53,
53,
52,
49,
49,
53,
52,
53,
28
] |
[
6,
0,
5,
5,
2,
5,
7,
5,
2,
1,
1,
9,
7,
7,
3,
5,
4,
7,
7,
16,
1,
6,
13,
13,
3,
13,
4,
1,
3,
14,
4,
6,
4,
3,
4,
10,
3,
7,
7,
6,
1,
2,
6,
5,
2,
0,
3,
1,
2,
1,
1,
1,
3,
0,
11,
2,
7,
1,
4,
4,
2,
2,
1,
3,
6,
2,
1,
0,
3,
4,
2,
2,
0,
2,
5,
10,
2,
0,
3,
3,
1,
4,
4,
2,
3,
4,
3,
7,
5,
3,
2,
5,
4,
3,
6,
9
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -41.67%",
"予測される変化率: [カラム_0] 予測される変化率: 50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.81倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -41.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.81 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
77138,
73280,
68957,
64220,
67192,
74385,
77410,
73934,
74215,
72641,
65205,
66305,
75652,
75217,
73551,
72494,
73514,
64229,
64810,
76441,
75078,
77220,
73977,
72650,
66009,
69495,
77903,
78812,
76278,
76610,
72037,
61537,
64488,
64769,
74219,
76050,
73562,
70583,
64653,
66171,
67508,
74114,
73375,
74280,
72492,
62049,
67259,
74100,
76236,
73122,
72756,
69441,
63154,
67328,
73695,
73882,
75345,
74615,
71168,
66872,
70166,
76758,
76836,
74649,
75897,
75671,
64225,
68381,
69168,
73087,
74446,
72947,
74793,
67645,
68843,
75525,
74095,
74424,
74479,
71282,
66525,
70909,
77194,
76089,
75552,
71938,
70456,
64805,
68355,
76219,
74574,
77318,
72640,
72005,
67825,
70621,
75753,
75461,
74409,
73857,
71424,
65560,
67525,
76766,
77864,
76305,
73420,
72618,
66135,
69838,
75820,
74750,
73899,
73892,
75055,
65951,
69384,
77407,
77470,
76764,
77033,
74690,
66958,
71051,
79874,
76600,
76130,
73601,
74628,
69561,
73351,
82084,
78575,
76930,
76365,
77120,
77580,
76275,
77039,
79877,
76492,
75619,
73354,
67860,
70132,
78804,
76680,
72814,
63643,
63573,
62992,
65890,
75823,
72738,
72716,
70178,
68226,
62126,
65504,
73097,
73588,
72173,
71979,
71034,
65142,
66728,
75018,
74330,
72683,
69081,
67927,
61748,
62721,
71568,
70873,
67445,
60862,
50925,
53841,
60592,
69890,
71375,
71520,
66758,
62252,
69433,
73210,
77312,
76990,
75525,
75214,
75650,
68346,
70794,
79248,
76608,
74554,
76123,
74525,
69288,
76905,
78752,
78747,
80561,
76955,
81862,
70458,
73190,
80613,
81670,
77724,
77841,
77812,
72079,
73014,
80214,
78747,
79677,
78433,
77459,
71683,
71823,
78428,
76790,
78280,
75773,
75453,
69236,
71252,
76860,
76319,
75857,
74130,
75099,
70746,
71413,
80370,
77776,
77369,
74966,
74405,
67766,
69352,
75654,
76155,
74912,
72880,
73434,
68660,
71691,
76616,
74921,
74311,
72732,
71874,
66291,
70661,
76683,
74717,
73681,
74214,
70549,
65970,
74250,
75146,
73546,
74050,
70205,
68747,
62233,
63560,
72690,
75998,
73401,
73330,
73714,
67399,
70204,
75266,
76658,
79111,
75956,
74103,
69198,
70110,
75446,
76021,
73407,
77116,
73549,
67994,
70632,
76423,
75569,
74643,
74154,
71301,
65294,
66829,
74996,
76158,
72989,
73022,
98848,
63567,
66773,
76823,
76576,
75114,
72801,
72056,
63336,
64619,
73615,
74537,
75379,
72499,
69107,
62215,
65807,
73012,
71953,
73032,
70928,
69519,
63255,
66237,
72524,
72124,
73682,
70402,
70192,
64018,
64073,
67749,
74246,
72864,
71840,
71041,
66429,
68382,
75131,
76047,
73708,
69851,
69263,
65186,
67133,
74745,
79909,
74986,
72222,
70930,
64779,
64063,
72341,
71776,
72375,
70631,
67094,
59168,
63136,
72600,
71671,
71316,
69414,
66580,
62110,
61244,
69880,
72371,
73637,
72622,
71808,
65855,
63356,
74423,
73646,
72719,
69847,
71712,
60952,
62535,
69943,
70518,
69348,
70514,
68032,
59577,
64928,
70612,
71027,
69028,
66018,
66437,
59935,
60978,
69085,
70584,
69405,
69720,
69734,
62847,
65578,
75506,
74632,
73450,
71602,
70981,
65343,
68185,
74793,
72915,
73117,
73322,
68502,
61120,
62368,
72105,
70560,
69063,
70416,
73589,
61294,
63399,
74507,
74035,
77339,
76777,
71794,
62609,
65810,
68772,
71340,
69338,
67866,
73780,
62858,
67128,
74740,
72066,
71817,
66782,
69945,
61873,
69559,
74260,
69224,
70330,
67763,
67862,
61601,
65486,
74130,
70232,
71811,
71655,
75817,
65714,
68214,
74142,
71400,
72061,
70085,
69328,
67527,
65602,
70198,
70985,
68738,
68162,
70245,
61076,
65794,
71753,
72751,
72144,
70078,
70967,
65289,
64742,
71755,
72183,
70772,
70952,
67449,
61972,
67606,
76479,
80528,
75627,
74657,
73328,
64522,
68426,
73693,
72253,
69154,
67885,
69198,
61969,
64337,
72058,
72974,
75783,
72285,
70419,
63120,
71068,
77143,
71898,
68582
] |
[
63189,
64424,
64913,
67767,
76498,
77024,
75281,
74247,
71631,
63793,
67126,
77562,
75945,
76543,
75292,
73414,
67520,
67919,
77762,
74257,
74182,
72076,
72751,
61931,
64577,
72361,
72046,
73808,
69819,
66436,
57843,
49812,
58759,
69267,
67746,
68365,
69184,
62951,
65449,
76028,
77278,
79693,
76785,
74698,
68814,
70856,
79258,
78538,
74496,
74103,
75947,
68028,
71759,
77599,
80157,
78012,
74796,
75486,
68893,
70128,
77318,
76604,
78591,
73984,
71513,
65635,
69760,
78095,
76601,
75956,
73143,
71977,
65375,
67649,
76675,
74071,
74933,
73022,
85988,
62988,
66122,
73476,
71988,
74054,
69948,
72004,
62841,
65296,
71124,
73422,
71281,
69679,
69181,
64156,
67122,
75651
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -11.09%",
"予測される変化率: [カラム_0] 予測される変化率: 19.72%",
"変動性: [カラム_0] 変動性: 小さな変動 (標準偏差は平均値の0.07倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -11.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 19.72%",
"Volatility: [column_0] Volatility: low (standard deviation is 0.07 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
413,
448,
410,
311,
257,
336,
410,
541,
457,
954,
588,
445,
598,
494,
401,
346,
328,
299,
271,
261,
313,
382,
335,
269,
1210,
566,
398,
290,
233,
325,
506,
190,
407,
321,
387,
354,
447,
370,
280,
291,
314,
390,
276,
319,
338,
303,
337,
357,
371,
330,
246,
264,
268,
325,
333,
337,
370,
357,
328,
282,
292,
359,
315,
344,
376,
337,
342,
319,
374,
346,
350,
288,
330,
385,
314,
325,
363,
429,
301,
282,
275,
216,
411,
377,
349,
457,
341,
998,
337,
308,
355,
311,
323,
386,
374,
366,
396,
483,
390,
394,
425,
312,
326,
362,
400,
352,
356,
473,
381,
390,
386,
380,
413,
381,
460,
534,
434,
461,
806,
576,
471,
391,
319,
321,
384,
317,
484,
523,
389,
371,
763,
513,
546,
517,
436,
505,
412,
339,
347,
374,
343,
341,
501,
774,
348,
378,
362,
367,
366,
364,
275,
261,
306,
327,
374,
347,
309,
290,
363,
469,
420,
481,
355,
327,
277,
443,
681,
452,
344,
351,
420,
290,
266,
403,
327,
323,
279,
272,
249,
516,
373,
287,
208,
197,
212,
247,
278,
262,
305,
311,
306,
354,
223,
297,
395,
377,
342,
340,
274,
246,
211,
386,
319,
290,
276,
421,
337,
256,
305,
334,
388,
309,
298,
190,
249,
293,
840,
4181,
4332,
5184,
4793,
7277,
5570,
4592,
2649,
2472,
2352,
1595,
1285,
5290,
2006,
1723,
1351,
1236,
1137,
754,
1022,
1081,
1287,
739,
795,
554,
602,
722,
666,
511,
572,
625,
550,
448,
522,
514,
498,
642,
415,
363,
300,
355,
364,
590,
542,
486,
459,
432,
357,
426,
419,
336,
305,
269,
339,
275,
354,
278,
262,
249,
228,
196,
256,
246,
1158,
1556,
1178,
362,
268,
637,
391,
366,
412,
329,
224,
245,
278,
267,
266,
322,
305,
281,
378,
417,
360,
336,
251,
281,
297,
245,
300,
242,
251,
345,
365,
335,
296,
282,
304,
283,
310,
295,
282,
279,
392,
518,
566,
464,
322,
294,
296,
325,
303,
338,
282,
307,
284,
241,
319,
458,
389,
318,
501,
229,
233,
337,
343,
338,
279,
253,
245,
303,
376,
348,
238,
302,
285,
259,
267,
357,
398,
366,
329,
1669,
388,
382,
549,
779,
525,
556,
477,
546,
362,
378,
368,
407,
363,
355,
395,
287,
263,
341,
318,
339,
349,
269,
291,
313,
475,
669,
471,
360,
281,
284,
305,
329,
355,
325,
318,
258,
271,
226,
298,
323,
299,
279,
270,
252,
236,
355,
324,
229,
292,
258,
228,
282,
276,
314,
375,
258,
240,
264,
270,
320,
351,
295,
544,
260,
264,
360,
294,
402,
559,
384,
271,
348,
347,
345,
367,
359,
263,
209,
218,
242,
264,
301,
285,
338,
269,
267,
290,
361,
353,
267,
288,
228,
244,
242,
293,
320,
345,
310,
292,
324,
267,
255,
282,
257,
278,
246,
180,
194,
315,
252,
271,
219,
276,
227,
383,
287,
282,
306,
251,
270,
252,
276,
761,
865,
848,
500,
389,
310,
299,
448,
337,
314,
334,
275,
278,
287,
356,
344,
402,
532,
262,
291,
384,
397,
331,
356,
289,
233,
258,
345,
282,
257
] |
[
278,
466,
336,
238,
1202,
1533,
1000,
722,
657,
443,
396,
466,
469,
346,
327,
516,
464,
346,
399,
410,
483,
618,
414,
236,
362,
460,
531,
424,
301,
282,
331,
312,
350,
489,
340,
495,
307,
330,
189,
205,
318,
527,
446,
350,
301,
256,
271,
260,
447,
350,
292,
226,
254,
290,
295,
307,
320,
291,
212,
233,
318,
309,
250,
297,
250,
279,
236,
347,
362,
293,
274,
298,
255,
246,
252,
356,
425,
406,
371,
342,
396,
388,
429,
344,
333,
348,
355,
235,
347,
310,
300,
316,
324,
256,
226,
607
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -37.77%",
"予測される変化率: [カラム_0] 予測される変化率: 118.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.32倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -37.77%",
"Forecasted change rate: [column_0] Forecasted change rate: 118.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.32 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
65,
81,
78,
70,
62,
89,
97,
73,
90,
62,
66,
67,
66,
77,
68,
62,
62,
61,
56,
65,
69,
83,
47,
56,
46,
51,
57,
45,
47,
56,
35,
18,
28,
40,
79,
100,
65,
49,
35,
50,
60,
93,
85,
79,
96,
49,
58,
93,
122,
91,
112,
81,
57,
72,
105,
130,
139,
96,
96,
48,
72,
95,
96,
98,
114,
87,
65,
72,
109,
160,
131,
150,
140,
67,
96,
141,
124,
139,
163,
106,
74,
98,
121,
134,
129,
130,
146,
83,
114,
146,
153,
161,
160,
111,
77,
87,
105,
111,
151,
165,
96,
68,
65,
99,
143,
184,
127,
105,
68,
87,
120,
161,
180,
168,
121,
104,
112,
125,
161,
138,
103,
72,
65,
107,
136,
135,
149,
158,
132,
79,
98,
124,
135,
144,
140,
100,
80,
92,
114,
118,
111,
102,
86,
62,
88,
99,
124,
123,
194,
91,
60,
83,
106,
79,
72,
72,
69,
49,
46,
78,
85,
99,
90,
102,
33,
47,
50,
75,
87,
47,
26,
30,
31,
46,
59,
31,
20,
16,
20,
25,
145,
30,
37,
25,
18,
24,
29,
36,
35,
36,
56,
53,
59,
50,
67,
124,
113,
95,
108,
62,
98,
105,
141,
116,
117,
88,
68,
90,
127,
137,
158,
116,
77,
57,
123,
439,
165,
195,
218,
110,
96,
99,
138,
178,
226,
202,
113,
131,
137,
211,
236,
181,
209,
105,
122,
165,
180,
167,
161,
158,
152,
130,
173,
155,
160,
141,
204,
162,
107,
151,
207,
213,
239,
235,
176,
115,
263,
220,
214,
181,
145,
155,
62,
83,
108,
120,
98,
55,
59,
69,
102,
128,
159,
161,
179,
166,
100,
194,
273,
314,
811,
419,
258,
174,
250,
327,
452,
372,
468,
276,
209,
267,
380,
560,
534,
1103,
621,
391,
312,
423,
400,
574,
427,
322,
222,
267,
360,
562,
547,
376,
257,
197,
270,
431,
427,
459,
313,
246,
244,
251,
598,
463,
450,
364,
305,
184,
284,
399,
416,
398,
420,
264,
175,
274,
395,
427,
411,
420,
288,
228,
306,
357,
327,
354,
301,
250,
136,
201,
298,
286,
324,
255,
132,
128,
138,
201,
277,
300,
262,
196,
159,
214,
249,
293,
280,
288,
1122,
617,
367,
319,
337,
342,
277,
312,
206,
262,
441,
464,
383,
384,
351,
222,
387,
299,
254,
255,
296,
282,
251,
302,
515,
572,
617,
606,
526,
383,
552,
883,
1189,
1376,
1766,
2252,
2776,
1457,
2249,
2157,
2001,
1737,
1263,
680,
810,
1679,
1691,
1490,
1479,
1133,
778,
1284,
2390,
1367,
1420,
1100,
778,
579,
940,
1204,
1035,
965,
759,
425,
311,
432,
3297,
508,
500,
455,
286,
148,
182,
319,
333,
313,
253,
190,
120,
132,
178,
204,
198,
192,
116,
89,
127,
149,
192,
176,
155,
135,
108,
133,
198,
204,
158,
160,
118,
74,
85,
168,
139,
144,
141,
98,
93,
87,
141,
161,
144,
142,
112,
121,
143,
145,
180,
134,
133,
83,
56,
102,
125,
136,
146,
146,
88,
60,
78,
168,
170,
144,
143,
115,
74,
134,
236,
186,
126,
122,
117,
95,
95,
148,
152,
196
] |
[
142,
98,
70,
119,
82,
113,
97,
109,
92,
62,
89,
95,
82,
103,
93,
93,
46,
76,
84,
57,
89,
69,
49,
40,
44,
46,
41,
206,
16,
23,
17,
16,
14,
17,
26,
185,
46,
10,
18,
29,
36,
106,
30,
22,
35,
42,
48,
74,
63,
63,
51,
42,
85,
88,
63,
84,
76,
83,
49,
75,
93,
109,
124,
78,
73,
65,
74,
80,
96,
67,
129,
67,
82,
83,
73,
144,
145,
91,
53,
88,
162,
102,
121,
90,
115,
97,
78,
138,
177,
299,
173,
127,
74,
61,
69,
72
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 201.54%",
"予測される変化率: [カラム_0] 予測される変化率: -49.30%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.52倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 201.54%",
"Forecasted change rate: [column_0] Forecasted change rate: -49.30%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.52 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76,
103,
73,
142,
181,
251,
202,
206,
172,
237,
225,
215,
142,
138,
153,
158,
262,
156,
165,
202,
151,
181,
216,
216,
186,
169,
218,
152,
156,
176,
188,
181,
132,
136,
107,
112,
136,
122,
115,
102,
92,
92,
94,
108,
99,
85,
83,
99,
87,
82,
84,
73,
111,
70,
76,
101,
77,
93,
107,
88,
74,
67,
94,
73,
93,
89,
69,
65,
50,
87,
74,
84,
77,
54,
52,
60,
86,
78,
83,
99,
58,
55,
69,
85,
56,
79,
83,
47,
74,
61,
68,
49,
61,
84,
71,
69,
40,
41,
58,
48,
55,
69,
67,
59,
55,
53,
67,
74,
96,
68,
52,
79,
66,
68,
73,
57,
56,
66,
63,
58,
75,
66,
38,
59,
37,
56,
57,
53,
68,
52,
49,
58,
54,
48,
47,
49,
37,
46,
58,
40,
47,
78,
65,
69,
65,
59,
39,
64,
80,
60,
66,
117,
77,
66,
84,
82,
49,
50,
53,
67,
51,
58,
74,
77,
57,
99,
77,
81,
97,
97,
192,
170,
143,
113,
103,
106,
103,
116,
88,
73,
100,
64,
119,
69,
98,
74,
100,
44,
114,
94,
88,
135,
94,
88,
78,
106,
81,
96,
121,
82,
96,
64,
86,
103,
59,
121,
96,
71,
71,
75,
72,
67,
101,
77,
70,
88,
61,
67,
75,
139,
85,
88,
85,
59,
47,
90,
118,
69,
57,
81,
78,
71,
53,
265,
100,
96,
83,
77,
66,
60,
69,
79,
82,
56,
45,
44,
62,
70,
45,
36,
40,
36,
59,
46,
190,
55,
41,
60,
40,
61,
55,
67,
58,
62,
65,
44,
54,
62,
55,
49,
35,
49,
46,
53,
71,
60,
49,
76,
49,
46,
28,
41,
56,
60,
51,
44,
45,
35,
73,
66,
45,
73,
32,
45,
47,
45,
50,
37,
47,
33,
52,
51,
70,
44,
54,
45,
44,
56,
68,
67,
46,
46,
45,
38,
44,
39,
61,
51,
48,
29,
38,
35,
38,
49,
48,
31,
28,
39,
24,
42,
48,
41,
60,
36,
59,
32,
43,
49,
55,
51,
28,
48,
43,
64,
41,
54,
54,
57,
44,
44,
33,
49,
53,
68,
31,
37,
52,
32,
46,
71,
53,
35,
93,
61,
42,
42,
49,
42,
30,
41,
59,
51,
29,
47,
31,
46,
47,
58,
55,
50,
53,
46,
39,
48,
65,
55,
72,
78,
56,
64,
49,
41,
61,
51,
55,
55,
56,
45,
67,
61,
52,
62,
63,
64,
80,
68,
75,
87,
67,
54,
44,
61,
65,
75,
83,
79,
48,
87,
85,
59,
69,
80,
66,
63,
65,
69,
63,
39,
64,
90,
80,
62,
57,
67,
40,
57,
69,
59,
52,
64,
520,
398,
220,
125,
346,
282,
232,
164,
173,
149,
196,
214,
433,
177,
217,
312,
295,
350,
408,
396,
305,
330,
416,
560,
557,
2868,
3153,
2891,
2400,
2184,
923,
780,
1344,
1474,
1632
] |
[
1295,
1517,
653,
599,
1269,
1561,
2128,
1661,
1547,
481,
547,
1085,
966,
1198,
1276,
1094,
429,
535,
996,
1159,
1437,
1605,
962,
455,
475,
445,
383,
375,
353,
336,
477,
427,
445,
356,
362,
376,
296,
290,
496,
471,
380,
322,
316,
249,
475,
623,
336,
282,
334,
277,
327,
236,
286,
380,
371,
270,
252,
269,
233,
325,
271,
228,
253,
204,
203,
188,
197,
313,
256,
341,
219,
321,
318,
241,
257,
251,
216,
250,
267,
228,
321,
207,
249,
244,
279,
165,
267,
218,
153,
128,
128,
124,
129,
126,
135,
115
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 2047.37%",
"予測される変化率: [カラム_0] 予測される変化率: -91.12%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.96倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 2047.37%",
"Forecasted change rate: [column_0] Forecasted change rate: -91.12%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.96 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 14 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 14.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
2,
2,
6,
2,
4,
1,
11,
12,
4,
4,
7,
6,
2,
6,
5,
3,
4,
5,
6,
6,
16,
10,
4,
2,
2,
1,
7,
1,
2,
5,
2,
2,
2,
3,
1,
1,
6,
1,
3,
1,
2,
3,
5,
6,
4,
3,
4,
1,
3,
9,
5,
1,
3,
2,
1,
4,
3,
3,
7,
2,
3,
5,
0,
1,
2,
2,
2,
4,
2,
4,
4,
2,
3,
3,
4,
2,
4,
3,
2,
6,
0,
3,
4,
6,
2,
3,
3,
2,
6,
3,
2,
3,
3,
4,
7,
7,
8,
3,
4,
7,
5,
3,
12,
5,
6,
3,
1,
3,
3,
5,
2,
1,
7,
1,
5,
4,
3,
7,
6,
1,
4,
2,
1,
5,
4,
4,
3,
0,
3,
2,
2,
3,
4,
2,
4,
0,
5,
3,
4,
4,
3,
2,
3,
4,
3,
2,
6,
2,
5,
3,
5,
3,
4,
5,
6,
5,
1,
3,
4,
20,
3,
1,
3,
2,
4,
2,
1,
3,
4,
7,
2,
0,
4,
1,
2,
3,
3,
1,
3,
2,
0,
3,
0,
3,
2,
1,
2,
8,
3,
2,
1,
3,
5,
2,
0,
2,
4,
2,
5,
3,
2,
5,
5,
6,
3,
2,
6,
3,
1,
6,
7,
1,
1,
4,
4,
10,
27,
8,
2,
1,
5,
0,
8,
4,
2,
4,
2,
5,
6,
6,
6,
2,
2,
3,
6,
1,
3,
6,
1,
2,
9,
9,
9,
5,
11,
3,
4,
9,
5,
0,
1,
1,
4,
6,
4,
6,
5,
5,
2,
5,
3,
6,
4,
4,
4,
5,
5,
3,
3,
6,
2,
4,
2,
3,
2,
3,
2,
2,
8,
11,
23,
3,
3,
3,
1,
6,
4,
4,
3,
3,
3,
7,
4,
2,
4,
2,
11,
3,
1,
6,
1,
5,
2,
2,
3,
6,
3,
2,
5,
3,
5,
0,
4,
6,
4,
4,
3,
7,
3,
1,
3,
4,
3,
4,
5,
3,
3,
1,
4,
5,
4,
12,
4,
3,
3,
10,
6,
2,
3,
11,
3,
1,
2,
1,
1,
3,
5,
14,
9,
4,
4,
1,
1,
3,
1,
4,
4,
3,
3,
4,
5,
53,
5,
6,
7,
3,
1,
4,
1,
5,
7,
3,
2,
1,
6,
4,
1,
5,
6,
1,
3,
1,
7,
3,
3,
3,
2,
3,
4,
6,
4,
5,
3,
3,
1,
2,
7,
0,
6,
5,
1,
2,
4,
1,
1,
2,
0,
5,
3,
3,
2,
2,
10,
3,
5,
6,
3,
1,
5,
3,
6,
2,
3,
5,
2,
3,
4,
1,
1,
5,
6,
2,
1,
9,
7,
7,
1,
3,
5,
3,
4,
2,
1,
6,
6,
3,
6,
5,
2,
5,
2,
3,
10,
2,
3,
5,
3,
4,
7,
0,
3,
4,
0,
2,
5,
5,
1,
3,
4,
1,
4,
3,
3,
6,
0,
2,
3,
2,
5,
5,
7,
4,
7,
5,
2,
6,
0,
4,
7,
3,
8,
7,
7,
4,
3,
2,
1,
6,
3,
1,
3,
3,
6,
1,
1,
2,
3,
1,
4,
3
] |
[
3,
3,
3,
2,
6,
0,
5,
4,
0,
2,
3,
6,
3,
2,
3,
2,
6,
1,
5,
2,
5,
10,
24,
11,
5,
11,
8,
8,
7,
7,
4,
1,
2,
3,
3,
6,
8,
1,
2,
2,
5,
1,
7,
1,
4,
2,
2,
3,
1,
1,
4,
2,
6,
10,
2,
1,
22,
3,
6,
3,
5,
7,
13,
14,
2,
1,
6,
5,
25,
6,
6,
17,
12,
6,
116,
3,
5,
37,
12,
11,
5,
13,
11,
3,
31,
31,
2,
3,
16,
6,
8,
8,
17,
12,
9,
40
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: 1233.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.41倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 1233.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.41 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 42 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 42.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8,
6,
4,
12,
17,
11,
7,
10,
6,
1,
7,
5,
6,
5,
12,
10,
18,
9,
6,
6,
9,
11,
10,
4,
11,
8,
7,
7,
9,
4,
6,
2,
11,
4,
3,
3,
4,
4,
7,
4,
9,
10,
5,
4,
7,
5,
5,
10,
2,
3,
4,
13,
7,
8,
9,
10,
2,
1,
8,
12,
2,
10,
11,
7,
4,
10,
7,
8,
6,
13,
4,
1,
11,
12,
2,
3,
6,
7,
9,
17,
16,
5,
4,
19,
7,
14,
12,
12,
4,
15,
12,
5,
13,
11,
21,
11,
10,
8,
8,
8,
22,
9,
7,
20,
15,
16,
10,
15,
4,
12,
14,
9,
13,
6,
3,
7,
9,
12,
2,
4,
17,
9,
13,
70,
82,
12,
26,
16,
23,
54,
19,
13,
6,
4,
12,
7,
11,
7,
9,
13,
7,
6,
4,
7,
13,
49,
11,
38,
7,
7,
8,
9,
7,
10,
52,
7,
13,
7,
6,
39,
6,
8,
22,
12,
10,
21,
8,
17,
11,
5,
7,
22,
10,
11,
12,
7,
12,
6,
10,
13,
25,
13,
5,
8,
5,
6,
10,
15,
3,
19,
25,
23,
19,
6,
17,
21,
19,
8,
10,
6,
13,
12,
12,
12,
5,
28,
28,
27,
43,
11,
11,
33,
17,
12,
13,
51,
30,
8,
13,
13,
11,
9,
10,
6,
11,
24,
12,
10,
19,
4,
7,
15,
4,
50,
6,
6,
22,
40,
8,
9,
7,
4,
15,
9,
10,
12,
10,
16,
19,
11,
21,
28,
13,
11,
11,
10,
11,
14,
11,
12,
19,
28,
24,
17,
16,
13,
16,
11,
33,
8,
26,
9,
5,
6,
8,
8,
7,
10,
8,
9,
7,
28,
10,
11,
7,
30,
29,
27,
13,
8,
5,
4,
15,
11,
15,
16,
7,
14,
6,
22,
25,
25,
26,
14,
9,
10,
19,
12,
17,
10,
13,
7,
7,
31,
26,
12,
19,
13,
7,
18,
21,
9,
26,
11,
3,
5,
11,
9,
5,
8,
4,
14,
23,
14,
12,
26,
25,
16,
18,
16,
14,
19,
24,
17,
14,
14,
30,
8,
10,
15,
13,
12,
9,
9,
8,
15,
14,
10,
11,
13,
11,
9,
7,
2,
10,
17,
8,
10,
8,
8,
6,
7,
14,
15,
18,
13,
11,
23,
37,
108,
101,
66,
79,
43,
15,
11,
11,
26,
57,
22,
58,
11,
16,
12,
12,
9,
4,
19,
6,
18,
22,
15,
14,
16,
19,
44,
67,
24,
11,
10,
20,
13,
16,
32,
12,
11,
15,
11,
11,
5,
18,
61,
24,
20,
28,
78,
32,
25,
38,
7,
23,
15,
15,
27,
12,
19,
13,
20,
10,
10,
23,
17,
15,
9,
24,
11,
10,
13,
19,
13,
16,
10,
34,
6,
6,
15,
34,
10,
20,
19,
17,
20,
27,
16,
13,
16,
17,
26,
22,
313,
440,
19,
17,
13,
15,
20,
23,
13,
11,
21,
5,
10,
22,
35,
10,
17,
18,
8,
11,
30,
41,
22,
9,
22,
9,
18,
15,
7,
11,
18,
21,
23,
29,
13,
26,
20,
6,
12,
15,
17,
14,
15
] |
[
29,
9,
44,
63,
39,
31,
29,
21,
67,
42,
8,
73,
11,
28,
17,
31,
16,
68,
63,
29,
13,
31,
27,
20,
18,
19,
20,
29,
33,
21,
32,
35,
86,
21,
28,
17,
26,
34,
22,
9,
17,
16,
30,
24,
18,
48,
64,
75,
10,
1,
5,
23,
18,
21,
27,
12,
11,
11,
20,
17,
13,
16,
49,
19,
29,
4,
11,
14,
11,
4,
11,
9,
6,
9,
11,
11,
1,
7,
19,
9,
24,
6,
20,
28,
25,
21,
24,
31,
24,
31,
15,
15,
14,
13,
19,
19
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 87.50%",
"予測される変化率: [カラム_0] 予測される変化率: -34.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.43倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 87.50%",
"Forecasted change rate: [column_0] Forecasted change rate: -34.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.43 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 60 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 60.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
1,
2,
2,
2,
0,
1,
3,
1,
8,
2,
0,
0,
2,
9,
9,
1,
9,
17,
14,
2,
1,
1,
1,
1,
1,
3,
1,
1,
3,
0,
1,
1,
0,
1,
2,
0,
2,
0,
0,
2,
2,
0,
1,
2,
1,
1,
3,
0,
3,
2,
1,
1,
2,
3,
0,
1,
2,
1,
0,
1,
1,
0,
3,
0,
0,
0,
2,
2,
2,
1,
1,
2,
0,
1,
1,
1,
2,
3,
2,
3,
1,
0,
1,
2,
2,
6,
4,
0,
2,
2,
4,
3,
2,
6,
2,
2,
1,
2,
1,
4,
0,
0,
1,
2,
2,
2,
0,
1,
4,
2,
2,
2,
0,
0,
2,
3,
7,
0,
0,
1,
1,
4,
0,
1,
6,
1,
2,
2,
7,
8,
1,
7,
2,
2,
3,
7,
4,
2,
1,
1,
0,
1,
2,
4,
8,
0,
0,
1,
2,
1,
1,
2,
5,
4,
3,
2,
6,
1,
4,
2,
1,
2,
3,
4,
3,
1,
2,
2,
1,
1,
3,
5,
5,
1,
1,
2,
2,
4,
3,
5,
1,
1,
0,
8,
7,
5,
3,
2,
0,
3,
3,
1,
2,
2,
1,
4,
1,
2,
3,
4,
7,
5,
1,
0,
1,
3,
6,
4,
6,
6,
4,
2,
1,
2,
2,
3,
3,
1,
2,
3,
1,
2,
3,
3,
3,
3,
4,
1,
2,
4,
5,
3,
4,
2,
3,
5,
3,
2,
4,
1,
6,
1,
10,
0,
3,
5,
2,
2,
3,
3,
0,
0,
1,
0,
0,
2,
2,
0,
2,
1,
1,
1,
3,
0,
3,
0,
2,
20,
7,
7,
15,
0,
4,
3,
4,
5,
6,
5,
3,
2,
1,
2,
1,
2,
0,
5,
4,
1,
1,
2,
3,
1,
24,
3,
5,
0,
2,
4,
0,
2,
2,
1,
0,
3,
4,
1,
2,
1,
2,
1,
1,
0,
2,
2,
2,
2,
6,
0,
3,
3,
3,
16,
26,
9,
3,
4,
3,
2,
5,
6,
3,
3,
2,
6,
2,
1,
3,
3,
5,
3,
4,
1,
4,
4,
3,
1,
3,
5,
1,
4,
5,
2,
3,
2,
2,
2,
4,
2,
1,
4,
4,
1,
1,
1,
0,
10,
3,
4,
2,
2,
20,
13,
6,
3,
7,
168,
1561,
728,
215,
102,
93,
201,
244,
156,
254,
354,
195,
130,
164,
105,
81,
147,
150,
60,
68,
188,
85,
36,
32,
26,
16,
22,
15,
7,
9,
6,
12,
9,
4,
9,
11,
9,
6,
8,
9,
1,
4,
25,
7,
2,
6,
9,
3,
6,
3,
1,
3,
1,
3,
3,
8,
0,
8,
3,
2,
6,
5,
7,
13,
6,
2,
2,
2,
5,
1,
3,
1,
7,
5,
4,
6,
3,
1,
1,
2,
5,
3,
2,
5,
4,
2,
1,
2,
11,
4,
5,
3,
1,
10,
3,
3,
3,
4,
8,
6,
3,
3,
6,
2,
7,
3,
4,
3,
3,
3,
3,
3,
4,
2,
1,
4,
2,
9,
5,
1,
3,
2,
0,
4,
0,
1,
4,
2,
1,
1,
3,
4,
2,
3,
4,
2
] |
[
2,
1,
3,
1,
2,
4,
4,
4,
5,
5,
1,
2,
2,
3,
7,
2,
6,
0,
6,
1,
7,
5,
5,
2,
0,
4,
2,
4,
1,
1,
3,
5,
1,
1,
9,
4,
6,
7,
5,
5,
2,
2,
1,
2,
3,
3,
2,
3,
5,
0,
4,
1,
3,
1,
4,
2,
7,
2,
2,
2,
8,
3,
3,
5,
6,
2,
4,
4,
2,
1,
3,
0,
3,
8,
4,
4,
4,
3,
1,
4,
2,
3,
2,
4,
4,
1,
6,
0,
0,
0,
3,
3,
3,
4,
2,
2
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -50.00%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.21倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.21 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
2,
1,
2,
11,
5,
1,
8,
5,
3,
7,
7,
7,
3,
8,
4,
3,
5,
1,
1,
1,
3,
7,
7,
3,
2,
3,
5,
7,
4,
3,
2,
3,
2,
1,
1,
2,
4,
3,
2,
2,
5,
0,
4,
4,
3,
3,
1,
4,
3,
2,
1,
1,
6,
1,
1,
5,
4,
4,
6,
5,
1,
4,
3,
4,
4,
5,
2,
3,
3,
1,
3,
4,
4,
1,
0,
5,
13,
10,
6,
17,
13,
10,
14,
9,
17,
10,
14,
19,
7,
12,
9,
8,
12,
17,
14,
63,
18,
13,
15,
9,
15,
10,
21,
13,
12,
23,
6,
22,
24,
12,
10,
15,
9,
15,
13,
10,
5,
6,
7,
13,
9,
17,
11,
18,
38,
13,
8,
12,
20,
11,
17,
10,
6,
10,
6,
12,
18,
16,
7,
8,
10,
15,
11,
16,
15,
9,
14,
8,
13,
11,
16,
4,
9,
7,
6,
14,
16,
12,
12,
12,
11,
16,
9,
9,
17,
22,
39,
15,
7,
13,
21,
20,
15,
7,
18,
10,
9,
22,
16,
16,
12,
14,
16,
14,
36,
27,
15,
8,
15,
12,
40,
22,
50,
52,
39,
25,
20,
17,
36,
20,
19,
8,
46,
10,
8,
18,
28,
13,
13,
15,
36,
18,
25,
15,
13,
18,
28,
20,
12,
11,
25,
19,
22,
11,
19,
12,
11,
20,
13,
22,
9,
8,
14,
19,
10,
8,
10,
10,
10,
21,
40,
17,
3,
9,
36,
40,
18,
38,
42,
22,
13,
11,
10,
53,
19,
20,
13,
17,
25,
15,
49,
43,
23,
13,
9,
9,
20,
12,
22,
54,
31,
12,
33,
15,
21,
27,
23,
14,
7,
17,
16,
17,
23,
21,
21,
24,
22,
23,
11,
21,
18,
20,
13,
21,
30,
31,
25,
18,
13,
15,
20,
15,
37,
18,
18,
31,
25,
21,
26,
26,
36,
30,
27,
16,
18,
16,
19,
22,
25,
27,
23,
26,
16,
29,
14,
44,
21,
11,
19,
43,
52,
25,
22,
12,
12,
18,
12,
20,
15,
24,
18,
13,
13,
26,
16,
35,
29,
14,
15,
10,
25,
28,
22,
19,
5,
25,
25,
13,
26,
28,
29,
10,
18,
16,
10,
14,
114,
37,
21,
11,
26,
23,
16,
30,
20,
16,
42,
36,
25,
17,
32,
46,
22,
33,
19,
8,
19,
43,
38,
29,
25,
110,
22,
29,
26,
20,
15,
38,
19,
13,
22,
26,
29,
145,
51,
46,
27,
23,
31,
28,
26,
20,
14,
16,
15,
20,
22,
17,
62,
81,
52,
78,
26,
33,
20,
57,
28,
23,
23,
17,
60,
50,
19,
40,
14,
10,
22,
28,
21,
35,
15,
7,
26,
26,
38,
18,
15,
7,
19,
27,
12,
23,
27,
10,
34,
17,
20,
22,
35,
12,
10,
17,
17,
27,
37,
17,
27,
25,
13,
9,
12,
17,
22,
28827,
1074,
658,
180,
119,
84,
205,
156,
39,
26,
144,
85,
32,
22,
15,
13,
54,
28,
26,
27,
20,
18,
13,
21,
28,
16,
25,
28,
15,
6,
8,
14,
19,
17,
15,
17,
14,
27
] |
[
21,
25,
21,
18,
31,
19,
32,
22,
24,
27,
21,
17,
21,
22,
13,
11,
26,
12,
17,
29,
42,
19,
20,
24,
22,
24,
30,
14,
23,
27,
16,
26,
9,
24,
11,
27,
32,
7,
16,
18,
16,
24,
22,
20,
37,
25,
29,
17,
84,
32,
25,
26,
35,
28,
25,
23,
18,
27,
29,
27,
25,
30,
29,
16,
19,
26,
35,
23,
17,
124,
62,
36,
53,
33,
25,
42,
17,
26,
69,
60,
28,
13,
29,
31,
18,
15,
33,
30,
27,
20,
12,
21,
27,
26,
32,
23
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 575.00%",
"予測される変化率: [カラム_0] 予測される変化率: 9.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の16.37倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 575.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 9.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 16.37 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 74 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 74."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
146,
313,
138,
88,
93,
190,
137,
115,
149,
153,
87,
62,
99,
100,
70,
88,
104,
110,
78,
107,
93,
125,
103,
71,
292,
152,
99,
96,
78,
86,
62,
43,
93,
171,
90,
121,
142,
165,
101,
78,
88,
102,
145,
215,
127,
150,
178,
356,
158,
173,
177,
196,
422,
2917,
2134,
1046,
892,
2965,
3952,
2436,
2142,
1207,
672,
426,
262,
299,
287,
272,
273,
445,
245,
265,
234,
217,
196,
146,
168,
144,
150,
121,
151,
160,
141,
173,
144,
166,
221,
127,
130,
157,
148,
158,
121,
122,
156,
113,
113,
125,
163,
217,
154,
162,
131,
111,
142,
159,
122,
109,
112,
114,
118,
211,
159,
146,
142,
165,
133,
111,
113,
114,
124,
120,
136,
197,
150,
168,
82,
168,
186,
102,
164,
189,
113,
159,
167,
163,
140,
180,
200,
106,
129,
180,
279,
216,
167,
123,
121,
99,
118,
146,
174,
139,
111,
123,
121,
145,
112,
107,
167,
170,
180,
150,
107,
139,
170,
156,
196,
100,
156,
122,
90,
124,
142,
81,
105,
96,
96,
99,
147,
148,
122,
115,
98,
82,
79,
137,
156,
106,
109,
105,
105,
102,
100,
122,
106,
98,
108,
85,
142,
76,
124,
241,
192,
152,
117,
104,
55,
60,
61,
77,
97,
130,
127,
86,
88,
105,
149,
134,
104,
90,
60,
45,
53,
61,
73,
74,
88,
99,
102,
77,
100,
98,
107,
81,
109,
133,
114,
121,
91,
139,
91,
108,
135,
89,
153,
198,
259,
137,
154,
100,
97,
160,
122,
126,
90,
112,
115,
98,
140,
104,
120,
100,
167,
141,
129,
230,
291,
145,
93,
126,
139,
126,
105,
151,
120,
327,
205,
122,
150,
163,
172,
129,
127,
103,
134,
119,
115,
126,
161,
115,
124,
116,
103,
157,
141,
164,
129,
145,
172,
128,
205,
139,
148,
106,
113,
224,
192,
124,
163,
175,
190,
116,
117,
184,
126,
152,
134,
140,
104,
150,
137,
133,
184,
134,
122,
237,
143,
147,
159,
114,
128,
123,
164,
131,
136,
111,
112,
113,
130,
135,
115,
124,
214,
91,
125,
129,
92,
324,
187,
158,
219,
190,
92,
103,
102,
92,
140,
115,
115,
86,
113,
107,
136,
113,
103,
108,
134,
225,
137,
141,
166,
135,
159,
116,
118,
138,
140,
273,
145,
225,
148,
160,
152,
222,
189,
358,
355,
396,
527,
448,
504,
310,
273,
529,
384,
361,
306,
369,
358,
512,
496,
627,
805,
1020,
1225,
1634,
1917,
1275,
1630,
5778,
6328,
23867,
8517,
4561,
5502,
10428,
8898,
4220,
3427,
2045,
1344,
1521,
814,
607,
593,
420,
404,
368,
353,
292,
288,
427,
286,
300,
296,
204,
253,
195,
271,
229,
260,
293,
182,
206,
208,
261,
196,
174,
217,
234,
158,
179,
192,
282,
190,
192,
164,
168,
159,
329,
177,
209,
202,
217,
152,
149,
129,
153,
144,
168,
153,
114,
136,
202,
212,
205,
183,
209,
159,
163,
183,
178,
154,
161,
181,
134,
162,
127,
116,
131,
186,
174,
187,
162,
153,
251,
131,
168,
162,
147,
189,
222,
460,
278,
288,
220,
219,
185,
204,
132,
139,
146
] |
[
190,
176,
195,
198,
170,
259,
319,
236,
205,
202,
280,
257,
193,
222,
208,
178,
210,
170,
194,
173,
161,
180,
150,
152,
214,
121,
189,
150,
193,
149,
210,
186,
164,
163,
225,
212,
171,
192,
188,
217,
227,
181,
161,
112,
164,
165,
191,
142,
209,
206,
133,
117,
161,
168,
154,
173,
149,
147,
113,
102,
114,
87,
196,
426,
186,
158,
138,
155,
170,
122,
145,
123,
115,
163,
155,
160,
126,
189,
162,
169,
242,
159,
155,
420,
530,
320,
227,
156,
147,
146,
152,
232,
129,
120,
139,
264
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: 38.95%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.65倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 38.95%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.65 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
581,
614,
622,
548,
619,
511,
504,
603,
634,
739,
771,
738,
775,
905,
907,
746,
841,
696,
706,
856,
850,
818,
844,
618,
536,
704,
634,
736,
624,
606,
534,
474,
537,
810,
990,
858,
811,
854,
814,
795,
747,
746,
667,
739,
736,
631,
811,
810,
755,
651,
557,
694,
660,
742,
759,
748,
670,
722,
795,
811,
881,
772,
735,
793,
889,
871,
806,
962,
1220,
938,
1041,
973,
958,
913,
1114,
1342,
1218,
1257,
1168,
1106,
1010,
1264,
1302,
1437,
1383,
1429,
1379,
1075,
1534,
1642,
1708,
1820,
1679,
1404,
1139,
1608,
1946,
1815,
2094,
2106,
1623,
1641,
2233,
2188,
2443,
2508,
2128,
1662,
1401,
2196,
2630,
2853,
2810,
2849,
2177,
1810,
2994,
4642,
3143,
3064,
2905,
2172,
1500,
2161,
2212,
1976,
2310,
2370,
1938,
2013,
3226,
3260,
3715,
3976,
3539,
2651,
3147,
4563,
4215,
3924,
3652,
3539,
2828,
1999,
3294,
3165,
3177,
3106,
2842,
2645,
2019,
2810,
2637,
2610,
2597,
2395,
1898,
1703,
2718,
2823,
2590,
2698,
2609,
1944,
1749,
2722,
2508,
2398,
2637,
2491,
1796,
1601,
2406,
2327,
2247,
2142,
1835,
1457,
1218,
1284,
1236,
1091,
844,
587,
891,
996,
1091,
1249,
1284,
1385,
1470,
1551,
1462,
1742,
1525,
1554,
1620,
1573,
1796,
1230,
1712,
1761,
1813,
1778,
1647,
1434,
1223,
1621,
1525,
1451,
1410,
1389,
1233,
1416,
1583,
1431,
1538,
1857,
1320,
1322,
1244,
1327,
1392,
1336,
1389,
1550,
1541,
1580,
1840,
1476,
1493,
1543,
1433,
1333,
1140,
1321,
1348,
1445,
1347,
1294,
1177,
1124,
1414,
1702,
1489,
1478,
1470,
1179,
1069,
1156,
1192,
1360,
1456,
1371,
1203,
1156,
1396,
1440,
1505,
1468,
1370,
1434,
1263,
1465,
1342,
1469,
1528,
1306,
1304,
1308,
1345,
1457,
1368,
1231,
1356,
1194,
1112,
1355,
1305,
1385,
1244,
1413,
1163,
1200,
1497,
1410,
1413,
1510,
1316,
1102,
1905,
2162,
1749,
1599,
1450,
1910,
1417,
1223,
1464,
1543,
1424,
1315,
1288,
1126,
1358,
1265,
1265,
1333,
1298,
1229,
1180,
1022,
1076,
1013,
1222,
1381,
1473,
1299,
1178,
1385,
1330,
1487,
1538,
1267,
1162,
1064,
1336,
1338,
1335,
1142,
1084,
1064,
1046,
1096,
1089,
1095,
1049,
1038,
1019,
926,
1133,
1161,
1660,
1046,
1181,
1126,
1019,
1089,
2582,
1811,
1317,
1114,
918,
897,
1010,
901,
839,
834,
816,
767,
743,
881,
857,
872,
800,
817,
802,
741,
851,
823,
912,
820,
824,
859,
1095,
1000,
926,
929,
888,
982,
1355,
898,
856,
1059,
987,
914,
854,
1788,
1040,
1020,
997,
1214,
1689,
1016,
913,
857,
1029,
1050,
986,
1063,
1145,
888,
744,
878,
861,
884,
772,
869,
743,
697,
916,
885,
896,
900,
873,
743,
718,
765,
903,
850,
893,
986,
913,
856,
927,
902,
910,
780,
782,
855,
976,
991,
1025,
971,
1206,
1046,
1018,
910,
1120,
1154,
1115,
1102,
1133,
1049,
981,
1112,
1257,
1483,
1362,
1534,
1371,
1167,
1714,
1784,
1702,
1732,
2186,
1674,
1197,
1752,
2190,
2115,
1996,
2142,
1679,
1447,
2334,
2450,
2446,
2648,
2467,
1987,
2414,
3037,
2829,
2775,
2870,
2844,
2580,
2031,
3161,
3410,
3207,
3544,
3087,
2199,
1619,
2020,
2039,
2213,
2059,
1743,
1659,
1913,
2904,
3317,
3494,
3900,
4110,
2891,
2188,
4043,
3935,
3788,
3551,
3997,
2788,
2196,
3364,
3358,
3102,
3143
] |
[
3105,
2226,
1906,
5090,
3087,
2813,
2902,
2676,
2073,
1816,
2613,
2992,
2500,
2363,
2301,
2180,
2468,
2979,
2712,
2618,
2765,
2595,
2112,
1764,
2645,
2621,
2736,
2788,
2532,
2035,
1899,
2009,
2120,
1806,
1666,
1459,
1187,
928,
1305,
1607,
1591,
1773,
1863,
2019,
2196,
2121,
2092,
2040,
2054,
2163,
2085,
3259,
3220,
2482,
2373,
2268,
2408,
2073,
1758,
2643,
2211,
1990,
2246,
2329,
1976,
1711,
2016,
2074,
1801,
1830,
1721,
1644,
1751,
1798,
1784,
1743,
1765,
1772,
1550,
1571,
1911,
1752,
1797,
1716,
1697,
1497,
1492,
1789,
1829,
1822,
1480,
1637,
1631,
1474,
1717,
1690
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 440.96%",
"予測される変化率: [カラム_0] 予測される変化率: -45.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.49倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 440.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -45.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.49 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8,
9,
9,
7,
5,
14,
16,
16,
10,
12,
8,
4,
11,
20,
16,
15,
4,
6,
14,
16,
7,
8,
4,
5,
15,
10,
9,
17,
15,
10,
18,
10,
2,
10,
16,
13,
14,
6,
11,
13,
15,
5,
9,
5,
12,
11,
15,
22,
18,
25,
9,
18,
9,
9,
17,
7,
14,
16,
8,
6,
12,
15,
15,
20,
11,
16,
9,
6,
9,
13,
12,
7,
12,
12,
4,
17,
6,
26,
11,
10,
9,
8,
11,
31,
18,
18,
7,
6,
18,
4,
4,
9,
5,
10,
7,
10,
7,
6,
10,
26,
19,
9,
4,
7,
4,
16,
10,
31,
20,
13,
11,
9,
19,
13,
16,
6,
5,
16,
15,
4,
4,
6,
12,
5,
8,
19,
14,
9,
16,
18,
4,
20,
14,
16,
5,
12,
9,
12,
10,
16,
12,
3,
15,
6,
7,
11,
12,
7,
11,
14,
8,
7,
6,
17,
2,
13,
6,
6,
7,
4,
7,
19,
19,
17,
11,
11,
4,
17,
9,
13,
9,
9,
7,
9,
9,
8,
7,
2,
6,
7,
9,
10,
7,
7,
8,
6,
12,
35,
5,
9,
14,
15,
17,
11,
17,
13,
7,
11,
18,
27,
10,
21,
15,
12,
11,
18,
9,
7,
13,
16,
21,
26,
8,
7,
13,
9,
14,
14,
10,
7,
11,
8,
23,
18,
21,
15,
17,
9,
13,
9,
11,
8,
7,
21,
10,
8,
22,
12,
19,
16,
6,
18,
15,
17,
23,
17,
9,
14,
13,
13,
16,
18,
31,
11,
11,
11,
15,
15,
8,
11,
401,
25445,
219,
116,
335,
121,
68,
148,
36,
19,
13,
29,
66,
55,
30,
33,
18,
21,
54,
52,
16,
33,
61,
14,
22,
41,
47,
24,
20,
18,
12,
12,
25,
16,
59,
20,
38,
20,
19,
21,
34,
18,
24,
18,
8,
8,
34,
24,
18,
19,
16,
8,
11,
11,
30,
18,
17,
39,
10,
10,
15,
11,
11,
18,
18,
20,
20,
20,
10,
12,
6,
14,
15,
14,
10,
17,
7,
15,
14,
12,
12,
32,
22,
6,
22,
10,
7,
14,
13,
10,
20,
16,
15,
5,
6,
144,
22,
12,
11,
5,
14,
16,
43,
8,
7,
9,
9,
10,
8,
8,
27,
26,
14,
17,
17,
11,
18,
23,
14,
13,
5,
10,
8,
7,
6,
10,
15,
9,
12,
12,
14,
21,
16,
13,
12,
18,
12,
24,
21,
10,
9,
13,
6,
11,
17,
32,
27,
20,
22,
13,
7,
9,
16,
9,
21,
24,
7,
7,
23,
29,
8,
7,
25,
24,
11,
23,
14,
31,
19,
17,
10,
5,
21,
14,
12,
8,
10,
8,
7,
12,
9,
11,
11,
27,
16,
12,
10,
11,
10,
23,
34,
11,
12,
22,
11,
14,
19,
21,
14,
24,
10,
22,
25,
20,
13,
20,
12,
13,
7,
33,
11,
17,
15,
17,
21,
15,
11,
14,
17,
5,
13,
16,
49,
18,
9,
18,
9,
15,
25,
20,
19,
18,
17,
13,
9,
11,
14,
2,
8,
20,
451,
18,
343,
432,
15,
7,
8,
9,
12,
9,
20,
6
] |
[
16,
15,
8,
11,
22,
38,
13,
23,
7,
15,
7,
12,
25,
23,
19,
9,
9,
5,
7,
21,
11,
8,
13,
14,
11,
11,
13,
9,
14,
7,
11,
5,
5,
12,
13,
6,
4,
8,
12,
8,
8,
6,
18,
5,
18,
10,
13,
10,
17,
9,
27,
8,
24,
11,
19,
29,
14,
14,
23,
13,
10,
18,
16,
18,
16,
16,
8,
18,
17,
14,
11,
11,
11,
11,
17,
15,
8,
17,
22,
12,
19,
10,
14,
21,
10,
19,
28,
12,
11,
8,
11,
20,
18,
9,
10,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -25.00%",
"予測される変化率: [カラム_0] 予測される変化率: 12.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の17.06倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -25.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 17.06 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
135,
142,
130,
101,
115,
161,
144,
182,
159,
167,
148,
106,
129,
101,
156,
137,
133,
122,
147,
147,
136,
128,
125,
115,
84,
156,
152,
132,
135,
119,
125,
77,
104,
201,
135,
144,
139,
191,
133,
166,
151,
161,
190,
147,
136,
139,
423,
347,
217,
170,
134,
137,
271,
195,
192,
202,
187,
178,
135,
116,
178,
163,
181,
214,
207,
257,
218,
193,
240,
292,
289,
271,
227,
240,
530,
372,
293,
365,
371,
273,
275,
478,
320,
375,
363,
364,
282,
283,
375,
394,
469,
484,
387,
343,
305,
463,
409,
501,
516,
461,
370,
383,
427,
422,
433,
410,
440,
286,
214,
300,
324,
349,
300,
500,
342,
217,
288,
350,
483,
468,
419,
369,
344,
453,
485,
487,
531,
524,
375,
328,
420,
459,
393,
523,
419,
496,
315,
465,
357,
449,
428,
519,
307,
361,
536,
498,
394,
437,
432,
373,
251,
402,
348,
474,
408,
401,
274,
293,
386,
419,
409,
413,
453,
258,
270,
398,
489,
367,
389,
295,
220,
139,
170,
264,
230,
196,
146,
145,
141,
200,
276,
310,
290,
180,
198,
341,
456,
472,
572,
536,
476,
435,
348,
518,
466,
492,
531,
440,
385,
312,
472,
523,
633,
499,
535,
357,
287,
501,
436,
376,
447,
358,
326,
289,
366,
431,
441,
496,
350,
376,
246,
323,
372,
385,
368,
380,
300,
255,
318,
377,
341,
413,
331,
317,
274,
363,
405,
418,
519,
474,
442,
283,
479,
521,
493,
532,
421,
371,
317,
420,
513,
438,
493,
447,
305,
322,
422,
557,
495,
456,
458,
325,
313,
410,
493,
455,
473,
413,
370,
232,
318,
398,
387,
399,
421,
268,
276,
344,
403,
366,
334,
389,
265,
252,
265,
417,
376,
438,
443,
547,
313,
326,
392,
355,
454,
328,
342,
294,
374,
534,
526,
476,
416,
365,
359,
482,
422,
577,
360,
295,
319,
338,
482,
487,
400,
499,
401,
433,
268,
321,
380,
445,
549,
433,
335,
336,
497,
485,
436,
417,
393,
298,
269,
445,
404,
418,
497,
318,
277,
255,
293,
409,
411,
374,
326,
336,
204,
304,
431,
339,
376,
304,
199,
192,
243,
289,
252,
206,
196,
145,
130,
263,
274,
202,
199,
204,
183,
148,
123,
206,
153,
161,
129,
156,
121,
124,
167,
174,
153,
180,
192,
115,
123,
187,
127,
107,
168,
173,
111,
186,
170,
188,
234,
221,
182,
139,
151,
228,
143,
156,
146,
130,
143,
129,
154,
181,
158,
129,
201,
121,
154,
143,
166,
132,
197,
186,
164,
231,
174,
180,
223,
173,
244,
324,
330,
483,
425,
292,
289,
314,
287,
332,
338,
330,
432,
370,
533,
444,
981,
633,
603,
673,
620,
831,
515,
1596,
1522,
1759,
2049,
1593,
1288,
1598,
2583,
1924,
1730,
1531,
1195,
1169,
1579,
2087,
1314,
1227,
1365,
1000,
1126,
930,
1416,
1213,
1102,
1285,
1112,
813,
755,
1092,
992,
740,
621,
634,
563,
668,
705,
760,
642,
607,
453,
475,
451,
563,
679,
667,
752,
628,
425,
534,
871,
594,
594,
594,
419,
465,
598,
630,
703,
622,
672,
641,
493,
385,
560,
629,
659,
633
] |
[
665,
460,
627,
773,
839,
691,
727,
645,
475,
404,
772,
652,
780,
522,
452,
1001,
735,
939,
580,
575,
518,
485,
374,
234,
286,
838,
469,
602,
272,
243,
146,
157,
289,
311,
329,
347,
315,
211,
219,
486,
454,
492,
415,
450,
362,
612,
465,
463,
501,
507,
369,
360,
490,
579,
694,
576,
623,
644,
1062,
1503,
1159,
957,
905,
865,
726,
787,
931,
786,
741,
686,
676,
569,
462,
643,
908,
696,
595,
517,
458,
422,
499,
538,
399,
431,
427,
403,
352,
537,
521,
431,
441,
489,
444,
405,
512,
528
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 368.89%",
"予測される変化率: [カラム_0] 予測される変化率: -20.60%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.70倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 368.89%",
"Forecasted change rate: [column_0] Forecasted change rate: -20.60%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.70 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
92,
217,
143,
102,
84,
117,
129,
130,
136,
162,
187,
257,
140,
109,
62,
56,
48,
68,
255,
77,
118,
60,
49,
47,
39,
37,
867,
313,
415,
132,
87,
67,
54,
46,
49,
47,
48,
30,
38,
42,
64,
46,
41,
51,
57,
36,
48,
61,
56,
45,
42,
49,
57,
42,
39,
59,
39,
49,
50,
53,
37,
60,
94,
78,
56,
66,
51,
48,
61,
73,
64,
109,
72,
82,
81,
70,
55,
53,
43,
40,
60,
89,
41,
62,
46,
54,
40,
29,
50,
37,
52,
41,
43,
27,
24,
29,
36,
28,
37,
474,
55,
65,
41,
39,
40,
36,
42,
46,
33,
48,
45,
44,
38,
26,
51,
35,
38,
44,
27,
40,
42,
41,
44,
54,
50,
41,
40,
58,
41,
47,
48,
46,
42,
41,
41,
35,
36,
44,
36,
38,
43,
50,
29,
54,
46,
36,
31,
42,
58,
89,
50,
57,
40,
51,
66,
36,
38,
32,
43,
35,
42,
26,
30,
29,
35,
36,
60,
41,
34,
44,
39,
36,
48,
29,
29,
33,
44,
35,
36,
72,
28,
52,
39,
33,
41,
49,
61,
78,
75,
43,
87,
33,
52,
39,
38,
72,
58,
32,
40,
44,
46,
63,
57,
53,
56,
59,
59,
87,
70,
83,
67,
77,
42,
89,
108,
60,
49,
63,
66,
51,
42,
65,
61,
59,
46,
52,
58,
32,
46,
43,
53,
56,
48,
48,
47,
57,
56,
92,
49,
74,
51,
43,
68,
61,
65,
79,
73,
49,
49,
54,
73,
87,
62,
30,
42,
52,
56,
49,
35,
48,
60,
57,
46,
46,
46,
44,
96,
47,
48,
42,
37,
49,
53,
55,
81,
69,
48,
62,
59,
49,
106,
50,
59,
47,
38,
38,
41,
47,
54,
76,
49,
104,
56,
65,
61,
62,
52,
67,
59,
57,
60,
88,
56,
91,
61,
47,
54,
127,
87,
82,
61,
60,
70,
63,
46,
106,
63,
51,
51,
63,
85,
70,
116,
80,
390,
289,
688,
8302,
103107,
2035,
1103,
902,
910,
832,
585,
645,
749,
647,
1135,
5691,
2861,
2888,
557,
270,
131,
145,
121,
113,
114,
100,
73,
95,
106,
85,
85,
90,
62,
75,
54,
54,
48,
62,
68,
47,
68,
54,
66,
80,
53,
111,
79,
94,
74,
83,
122,
113,
86,
83,
52,
56,
50,
77,
67,
77,
45,
54,
32,
40,
53,
47,
51,
44,
38,
37,
38,
53,
38,
431,
211,
109,
143,
147,
85,
57,
92,
79,
117,
79,
89,
68,
83,
72,
56,
62,
65,
99,
71,
63,
71,
50,
46,
41,
44,
54,
41,
56,
58,
40,
44,
61,
40,
45,
82,
54,
79,
48,
75,
55,
61,
81,
46,
50,
56,
51,
32,
40,
43,
57,
51,
30,
43,
34,
51,
46,
47,
46,
52,
29,
57,
50,
48,
28,
45,
49,
29,
44,
44,
36,
44,
89,
163,
38,
47,
51,
35,
40,
37,
36,
42,
46,
36,
33,
56,
50,
32,
43,
122,
41,
44,
36,
51,
47,
42,
61,
75,
48,
53,
39,
51,
45,
55,
65,
71,
56,
37,
36,
34,
34,
46,
52,
42,
51
] |
[
36,
48,
26,
51,
43,
46,
34,
42,
57,
30,
34,
58,
37,
52,
36,
32,
42,
39,
61,
40,
34,
49,
33,
47,
34,
32,
32,
33,
26,
14,
38,
32,
40,
50,
26,
40,
41,
38,
31,
42,
42,
41,
41,
36,
76,
55,
61,
42,
46,
27,
44,
40,
46,
47,
37,
50,
43,
50,
60,
49,
65,
76,
56,
105,
58,
111,
231,
132,
70,
86,
65,
54,
68,
54,
46,
47,
52,
74,
52,
47,
59,
50,
41,
35,
40,
55,
45,
46,
34,
45,
58,
52,
60,
59,
60,
54
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -44.57%",
"予測される変化率: [カラム_0] 予測される変化率: 50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の14.93倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 66個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -44.57%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 14.93 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 66",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
65,
40,
52,
49,
61,
62,
64,
77,
78,
83,
51,
60,
51,
73,
69,
78,
69,
63,
93,
81,
65,
53,
51,
36,
43,
35,
46,
61,
57,
63,
50,
44,
37,
49,
36,
64,
48,
32,
41,
50,
51,
46,
48,
40,
48,
65,
40,
36,
44,
54,
50,
38,
37,
44,
55,
65,
73,
55,
61,
125,
75,
73,
65,
47,
147,
68,
189,
104,
84,
99,
110,
101,
186,
90,
57,
55,
59,
38,
72,
76,
48,
47,
47,
44,
45,
33,
49,
66,
43,
57,
58,
66,
46,
59,
49,
69,
45,
52,
57,
58,
104,
301,
74,
82,
97,
63,
70,
75,
52,
79,
53,
52,
49,
46,
42,
48,
62,
40,
43,
52,
42,
38,
38,
78,
52,
54,
36,
45,
39,
31,
46,
102,
39,
31,
49,
37,
44,
44,
80,
55,
40,
44,
53,
46,
43,
55,
36,
47,
50,
36,
57,
68,
34,
53,
57,
41,
44,
47,
51,
57,
59,
39,
42,
45,
31,
74,
47,
49,
53,
103,
77,
33,
42,
58,
59,
42,
42,
41,
41,
46,
40,
41,
33,
41,
24,
30,
39,
33,
28,
66,
54,
57,
40,
37,
40,
38,
45,
46,
34,
48,
39,
58,
41,
32,
44,
73,
57,
81,
131,
82,
73,
48,
45,
43,
69,
46,
55,
75,
36,
37,
45,
42,
148,
39,
45,
73,
70,
79,
52,
110,
90,
94,
518,
473,
289,
205,
164,
93,
91,
91,
58,
97,
81,
123,
96,
77,
82,
70,
62,
61,
53,
55,
69,
48,
81,
49,
69,
56,
53,
62,
66,
42,
50,
56,
23,
47,
55,
65,
68,
79,
43,
51,
61,
43,
50,
46,
61,
44,
51,
35,
56,
65,
38,
38,
45,
53,
44,
45,
46,
45,
44,
60,
43,
33,
71,
85,
44,
90,
49,
64,
53,
55,
53,
40,
51,
143,
59,
35,
45,
37,
39,
43,
63,
31,
39,
37,
21,
56,
48,
55,
32,
28,
31,
34,
38,
55,
18,
75,
38,
37,
34,
34,
45,
42,
48,
38,
52,
55,
50,
45,
33,
30,
40,
55,
64,
82,
22,
26,
35,
55,
61,
86,
386,
132,
78,
78,
69,
94,
72,
74,
43,
69,
54,
66,
87,
112,
80,
45,
94,
118,
119,
79,
52,
73,
41,
43,
60,
83,
45,
57,
48,
37,
42,
57,
72,
51,
55,
41,
42,
45,
47,
33,
24,
45,
39,
48,
30,
26,
40,
43,
36,
41,
29,
39,
39,
39,
47,
40,
52,
29,
40,
45,
66,
53,
61,
40,
39,
54,
51,
67,
31,
80,
49,
46,
41,
74,
74,
48,
54,
69,
36,
34,
71,
62,
81,
69,
59,
68,
43,
49,
49,
45,
43,
42,
49,
43,
43,
64,
41,
45,
25712,
16287,
4334,
2806,
2284,
1844,
1612,
1677,
1358,
896,
723,
626,
613,
604,
839,
785,
706,
603,
571,
593,
470,
460,
492,
488,
406,
336,
333,
296,
327,
317,
315,
234,
210,
227,
225,
243,
246,
229,
184,
199,
158,
200,
228,
178,
183,
175,
163,
145,
167,
772,
663,
302,
243,
173,
155,
160,
1031,
612,
307,
251,
150,
208
] |
[
206,
239,
216,
225,
168,
174,
179,
167,
235,
176,
157,
120,
124,
112,
109,
137,
171,
133,
137,
140,
102,
109,
705,
372,
185,
131,
128,
117,
153,
149,
152,
99,
101,
97,
101,
108,
87,
50,
125,
84,
88,
63,
74,
77,
76,
68,
71,
88,
98,
94,
101,
71,
83,
87,
72,
56,
76,
94,
73,
64,
72,
72,
92,
69,
66,
75,
92,
76,
74,
69,
57,
67,
54,
75,
63,
64,
62,
71,
66,
73,
76,
66,
68,
63,
81,
54,
73,
71,
76,
68,
64,
45,
62,
67,
62,
50
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 220.00%",
"予測される変化率: [カラム_0] 予測される変化率: -75.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.59倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 220.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -75.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.59 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
565,
836,
1185,
730,
845,
1087,
1085,
1065,
1072,
1123,
908,
973,
1024,
2365,
1585,
1413,
974,
866,
1048,
1136,
996,
871,
844,
1179,
1097,
1050,
1130,
1352,
1358,
1136,
976,
815,
890,
733,
944,
972,
1104,
1145,
917,
1611,
1330,
1335,
1397,
1147,
962,
913,
928,
980,
883,
902,
776,
849,
820,
806,
941,
1021,
894,
810,
919,
996,
1027,
955,
2357,
1031,
1164,
869,
834,
793,
769,
926,
813,
708,
692,
654,
737,
1060,
941,
923,
782,
847,
1617,
1432,
817,
874,
842,
756,
668,
670,
672,
649,
643,
592,
630,
624,
670,
711,
641,
732,
713,
1812,
1197,
1829,
829,
798,
742,
684,
744,
682,
663,
658,
758,
739,
776,
1123,
977,
733,
682,
716,
759,
720,
790,
852,
651,
710,
632,
693,
692,
761,
786,
809,
782,
734,
698,
679,
958,
716,
546,
662,
670,
967,
967,
742,
859,
668,
822,
840,
723,
752,
924,
820,
777,
714,
740,
910,
3244,
1456,
1042,
853,
1010,
944,
931,
1268,
1202,
1386,
883,
877,
932,
942,
856,
712,
797,
669,
804,
821,
1182,
830,
685,
765,
1878,
1124,
874,
843,
915,
732,
783,
959,
954,
845,
778,
874,
858,
946,
763,
755,
885,
794,
860,
774,
758,
746,
742,
743,
745,
779,
1074,
1012,
770,
776,
933,
943,
881,
844,
944,
770,
791,
755,
887,
960,
786,
740,
673,
768,
824,
884,
890,
1446,
1187,
1827,
1540,
1058,
851,
729,
782,
770,
786,
1736,
1275,
880,
744,
843,
771,
806,
799,
851,
701,
762,
680,
759,
610,
704,
770,
822,
636,
735,
748,
614,
641,
714,
721,
735,
679,
810,
637,
704,
828,
778,
753,
775,
1087,
711,
773,
1003,
740,
699,
708,
1621,
867,
722,
851,
695,
679,
737,
1179,
621,
604,
675,
629,
728,
715,
757,
640,
761,
745,
861,
771,
702,
675,
740,
732,
816,
800,
670,
647,
686,
1761,
2089,
937,
919,
760,
822,
820,
696,
811,
789,
997,
757,
708,
802,
1333,
903,
819,
826,
1290,
816,
956,
660,
744,
1045,
2006,
1617,
2873,
29138,
1750,
2216,
1687,
2475,
1207,
936,
988,
786,
992,
837,
809,
915,
783,
676,
596,
672,
810,
661,
692,
640,
624,
587,
750,
792,
690,
702,
655,
693,
647,
639,
659,
610,
625,
556,
601,
548,
623,
593,
698,
1136,
1049,
824,
667,
712,
2534,
1665,
1365,
863,
753,
613,
716,
806,
751,
741,
739,
693,
608,
658,
734,
694,
743,
806,
803,
601,
774,
756,
805,
754,
930,
827,
651,
625,
836,
885,
798,
807,
905,
716,
768,
724,
1031,
874,
868,
890,
988,
1220,
971,
970,
806,
880,
820,
808,
1256,
1161,
920,
1013,
1204,
920,
767,
1038,
849,
830,
760,
809,
836,
712,
793,
809,
791,
907,
912,
845,
690,
820,
979,
898,
750,
810,
733,
634,
1978,
1219,
779,
1136,
986,
777,
710,
764,
702,
1473,
998,
769,
720,
737,
714,
752,
1282,
720,
812,
711,
783,
763,
704,
690,
743,
875,
850,
757,
703,
739,
761,
762,
915,
674,
613,
727,
663,
1799,
948,
746,
729,
722,
2136,
1394,
957,
754,
748,
764,
712,
717,
747,
921,
961,
868,
1071,
809,
844,
1070,
864,
1117
] |
[
933,
763,
700,
693,
682,
2565,
1587,
962,
866,
701,
818,
945,
943,
1093,
923,
953,
851,
1085,
923,
976,
914,
832,
829,
705,
756,
809,
756,
690,
753,
691,
679,
1082,
953,
983,
857,
743,
694,
606,
710,
1013,
974,
860,
998,
1036,
790,
845,
1052,
1003,
790,
983,
860,
3198,
3546,
1332,
1165,
1080,
966,
912,
2729,
3073,
1570,
1036,
941,
972,
945,
1457,
1724,
1119,
1025,
1084,
1038,
1023,
872,
922,
905,
827,
867,
819,
795,
813,
784,
898,
2371,
898,
774,
813,
821,
787,
1549,
1142,
830,
746,
817,
725,
718,
871
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 97.70%",
"予測される変化率: [カラム_0] 予測される変化率: -6.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.24倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 97.70%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.24 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 5 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
667,
698,
723,
608,
695,
670,
626,
829,
716,
777,
672,
628,
670,
655,
578,
603,
709,
696,
696,
666,
620,
3855,
7678,
795,
722,
669,
638,
675,
688,
613,
577,
540,
581,
697,
811,
624,
660,
735,
786,
619,
808,
711,
635,
702,
582,
722,
892,
634,
641,
669,
466,
592,
684,
763,
1359,
897,
811,
678,
686,
675,
731,
712,
713,
1768,
870,
755,
746,
687,
635,
629,
629,
659,
653,
578,
698,
663,
647,
590,
734,
648,
627,
719,
620,
683,
730,
574,
707,
656,
591,
620,
689,
594,
572,
683,
681,
764,
613,
675,
644,
695,
717,
714,
575,
590,
656,
632,
758,
890,
780,
785,
804,
648,
686,
797,
900,
778,
766,
679,
613,
761,
803,
856,
749,
753,
643,
672,
812,
671,
742,
890,
638,
795,
738,
811,
1203,
1162,
805,
920,
925,
781,
747,
846,
847,
1696,
1009,
928,
965,
889,
1213,
1018,
1198,
942,
879,
840,
837,
1078,
2296,
997,
850,
767,
752,
812,
774,
832,
755,
705,
697,
692,
699,
657,
748,
772,
715,
638,
645,
700,
613,
640,
743,
1440,
1449,
1759,
4730,
4047,
2626,
1903,
1624,
1410,
10768,
5668,
3257,
2346,
2412,
2817,
2127,
1554,
1789,
1393,
1448,
1249,
1499,
1047,
1388,
1294,
1237,
1199,
1189,
1112,
891,
1158,
1051,
1095,
1064,
1015,
945,
997,
893,
1148,
892,
1261,
1023,
1046,
881,
860,
883,
768,
803,
828,
1129,
872,
796,
1077,
794,
938,
960,
832,
769,
767,
780,
797,
1324,
1035,
795,
753,
727,
732,
764,
847,
1212,
871,
870,
852,
663,
697,
827,
766,
758,
659,
824,
636,
665,
631,
734,
650,
798,
616,
658,
1659,
1213,
819,
803,
928,
1122,
1124,
991,
1146,
2485,
2684,
2194,
1743,
1671,
1134,
1484,
2838,
2205,
1772,
1553,
1264,
1120,
1269,
1302,
5292,
4900,
3021,
1982,
1781,
1682,
1455,
1396,
1259,
1001,
918,
966,
967,
888,
852,
817,
760,
802,
729,
835,
668,
2515,
1766,
1222,
1057,
1063,
955,
976,
914,
826,
744,
792,
1004,
1363,
855,
808,
786,
930,
881,
1235,
1932,
1120,
1039,
1344,
916,
1078,
1228,
1001,
904,
872,
897,
844,
876,
1320,
857,
682,
856,
636,
585,
777,
846,
731,
683,
729,
624,
591,
485,
495,
568,
669,
516,
510,
530,
551,
521,
750,
555,
575,
599,
571,
528,
632,
669,
666,
709,
672,
638,
610,
649,
727,
769,
21812,
8934,
3559,
1958,
1626,
1438,
1384,
1396,
1068,
1047,
928,
1118,
967,
823,
874,
802,
813,
1463,
877,
883,
1600,
2564,
953,
1062,
831,
838,
958,
760,
750,
750,
554,
711,
692,
752,
930,
811,
684,
789,
750,
852,
658,
577,
613,
644,
575,
612,
665,
671,
752,
698,
692,
778,
583,
585,
781,
620,
595,
643,
704,
578,
629,
727,
751,
673,
596,
541,
566,
592,
651,
523,
572,
580,
534,
547,
589,
633,
625,
575,
617,
435,
595,
526,
626,
694,
587,
554,
563,
632,
769,
885,
672,
635,
580,
511,
625,
622,
807,
1078,
723,
554,
616,
661,
540,
677,
689,
610,
559,
665,
583,
605,
764,
785,
717,
626,
701,
514,
822,
780,
904,
1350,
856,
760,
690,
731,
809,
849,
699,
639,
628,
598
] |
[
514,
396,
357,
267,
306,
312,
289,
351,
389,
142,
115,
353,
284,
407,
302,
267,
256,
267,
346,
246,
221,
208,
197,
222,
208,
205,
122,
136,
169,
147,
173,
151,
141,
148,
129,
150,
135,
175,
186,
154,
115,
137,
161,
177,
174,
143,
134,
133,
147,
133,
128,
150,
166,
144,
109,
117,
134,
123,
157,
149,
147,
143,
134,
132,
138,
152,
166,
121,
155,
142,
141,
140,
171,
159,
253,
174,
152,
145,
160,
159,
129,
126,
105,
123,
123,
139,
132,
136,
144,
143,
168,
149,
167,
173,
132,
121
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -10.34%",
"予測される変化率: [カラム_0] 予測される変化率: -76.46%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.34倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -10.34%",
"Forecasted change rate: [column_0] Forecasted change rate: -76.46%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.34 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 42 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 42.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
14,
12,
9,
17,
13,
18,
15,
11,
8,
8,
15,
15,
17,
22,
11,
16,
9,
15,
15,
8,
11,
22,
21,
13,
5,
13,
9,
10,
13,
12,
5,
12,
26,
9,
17,
13,
12,
20,
20,
26,
22,
7,
13,
17,
24,
22,
59,
24,
16,
16,
14,
13,
13,
33,
32,
57,
27,
24,
10,
65,
40,
14,
19,
11,
15,
21,
20,
13,
11,
11,
16,
19,
9,
20,
41,
12,
20,
9,
16,
11,
11,
9,
25,
18,
12,
14,
16,
19,
23,
29,
12,
12,
10,
14,
12,
22,
18,
9,
15,
20,
16,
15,
19,
13,
20,
15,
12,
17,
24,
18,
14,
15,
2282,
274,
96,
117,
28,
17,
24,
11,
12,
6,
21,
43,
145,
18,
14,
10,
14,
24,
19,
10,
22,
18,
9,
8,
24,
16,
13,
15,
16,
14,
20,
9,
12,
22,
17,
12,
16,
9,
37,
18,
181,
36,
51,
17,
213,
621,
179,
85,
49,
29,
33,
25,
30,
40,
30,
16,
32,
15,
18,
19,
17,
14,
17,
56,
18,
13,
19,
22,
19,
18,
9,
19,
201,
125,
53,
55,
27,
27,
26,
11,
22,
22,
21,
20,
13,
17,
11,
33,
19,
24,
10,
16,
82,
12,
15,
17,
14,
11,
14,
21,
1019,
232,
67,
34,
632,
31046,
6932,
1025,
802,
342,
416,
253,
132,
120,
99,
75,
181,
620,
148,
118,
60,
48,
87,
62,
48,
39,
33,
37,
431,
314,
125,
54,
51,
138,
80,
27,
28,
31,
35,
28,
18,
14,
31,
33,
26,
23,
23,
14,
46,
22,
20,
24,
141,
122,
23,
30,
26,
25,
40,
31,
10,
27,
19,
18,
29,
28,
18,
19,
17,
22,
27,
31,
25,
12,
23,
22,
36,
12,
28,
24,
12,
31,
21,
14,
20,
24,
32,
17,
40,
22,
16,
10,
17,
16,
23,
20,
23,
17,
35,
37,
26,
27,
15,
20,
18,
18,
22,
19,
110,
23,
20,
17,
18,
20,
20,
17,
24,
26,
19,
19,
18,
26,
13,
20,
14,
18,
32,
23,
21,
14,
13,
14,
14,
38,
35,
17,
10,
16,
13,
37,
24,
25,
23,
18,
26,
20,
25,
38,
17,
235,
103,
43,
20,
14,
16,
22,
19,
37,
49,
245,
103,
39,
35,
19,
15,
27,
141,
31,
24,
20,
49,
43,
27,
15,
17,
26,
14,
25,
18,
17,
21,
17,
17,
27,
11,
30,
24,
18,
26,
12,
23,
31,
20,
90,
106,
57,
46,
40,
46,
44,
37,
47,
20,
41,
24,
38,
34,
39,
25,
29,
20,
22,
26,
25,
27,
24,
21,
134,
71,
40,
34,
22,
25,
25,
22,
38,
29,
23,
17,
18,
18,
19,
22,
19,
21,
24,
9,
23,
20,
28,
18,
19,
30,
19,
18,
14,
22,
24,
11,
23,
11,
28,
45,
294,
58,
264,
211,
107,
75,
55,
47,
52,
30,
31,
31,
31,
29,
30,
30,
20,
22,
28,
22,
19,
30,
27,
16,
17,
33,
29,
17,
23,
22,
14,
16,
21,
28,
393,
238,
158,
98,
62,
55,
47,
48,
49,
39,
40,
27,
37
] |
[
31,
31,
23,
45,
21,
18,
22,
24,
17,
32,
28,
53,
27,
20,
15,
26,
22,
21,
18,
25,
23,
16,
10,
36,
16,
27,
27,
15,
42,
32,
17,
18,
10,
21,
30,
21,
22,
24,
23,
25,
19,
25,
19,
18,
24,
26,
31,
17,
21,
20,
23,
74,
38,
18,
17,
35,
13,
26,
19,
21,
21,
24,
31,
26,
18,
23,
27,
21,
14,
22,
36,
27,
32,
24,
20,
15,
32,
22,
26,
33,
21,
22,
23,
14,
8,
42,
36,
20,
18,
15,
22,
12,
21,
37,
17,
7
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 164.29%",
"予測される変化率: [カラム_0] 予測される変化率: -77.42%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.87倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 164.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -77.42%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.87 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
474,
435,
366,
489,
580,
394,
395,
374,
385,
426,
404,
426,
536,
516,
476,
459,
437,
341,
431,
526,
509,
550,
466,
355,
337,
298,
394,
427,
419,
442,
410,
307,
339,
488,
567,
473,
503,
476,
416,
421,
566,
570,
554,
584,
504,
411,
516,
651,
668,
603,
534,
583,
468,
609,
741,
685,
682,
640,
603,
483,
583,
677,
593,
647,
650,
713,
567,
683,
684,
780,
707,
656,
630,
538,
790,
769,
705,
715,
646,
616,
571,
664,
692,
662,
1438,
589,
666,
572,
640,
822,
769,
795,
787,
761,
660,
797,
947,
879,
995,
898,
989,
806,
964,
1101,
1005,
1046,
1029,
874,
765,
1033,
1182,
1116,
1130,
1054,
923,
883,
1059,
1123,
1168,
1008,
1001,
884,
805,
1024,
1073,
1129,
1013,
1147,
1054,
1118,
1241,
1211,
1095,
1061,
1081,
927,
868,
1109,
1130,
1273,
1181,
1163,
1080,
990,
1185,
1190,
1166,
1224,
1164,
1221,
1239,
1667,
1529,
1543,
1364,
1364,
1276,
1224,
1358,
1391,
1370,
1371,
1313,
1243,
1165,
1424,
1427,
1548,
1372,
1439,
1365,
1330,
1584,
1720,
1546,
1700,
1514,
1610,
1647,
1829,
2056,
2366,
3080,
8689,
9283,
5262,
3888,
3687,
3160,
2807,
2917,
2886,
2729,
2721,
4017,
2891,
2627,
5821,
3272,
2846,
2503,
2305,
2595,
2282,
2177,
2227,
2136,
2368,
2207,
2292,
2386,
2179,
2084,
2122,
2274,
2422,
2443,
2781,
2041,
1973,
1941,
2165,
2235,
2048,
1943,
1905,
2022,
1892,
2056,
2100,
1984,
1997,
1965,
2108,
2252,
2284,
1976,
2001,
1985,
1911,
2025,
2216,
2545,
2995,
2108,
2234,
3309,
1946,
1961,
2005,
2056,
1904,
2117,
2109,
1830,
1769,
2003,
2336,
2080,
2020,
2010,
2103,
2462,
2498,
2097,
2502,
2201,
2386,
2069,
1856,
2137,
2325,
2130,
1949,
2211,
2131,
2447,
2404,
2179,
2160,
2005,
2050,
1868,
1880,
2332,
2819,
2347,
2172,
2282,
1786,
1937,
2003,
2003,
2430,
2317,
2507,
2404,
1994,
2378,
2742,
2782,
2421,
2401,
2237,
2245,
2104,
2125,
2285,
2375,
2317,
2344,
2087,
2316,
2875,
6936,
4348,
4743,
4087,
6501,
4296,
2553,
2649,
2063,
2365,
2155,
1937,
2651,
2336,
2017,
2020,
2305,
1966,
1982,
2217,
1871,
2004,
2082,
1976,
2001,
4446,
2569,
2871,
2451,
2247,
2220,
2273,
2008,
2198,
2646,
2286,
2278,
1961,
1858,
1676,
2207,
2317,
2036,
1927,
2017,
2097,
1767,
1938,
2527,
2056,
2061,
1840,
1896,
1590,
1776,
1926,
1826,
1932,
1949,
2006,
1673,
1862,
1892,
1699,
1914,
1745,
2081,
2201,
2106,
2017,
2144,
2209,
1907,
1773,
1752,
1884,
1761,
1725,
1784,
2001,
1895,
1735,
2016,
2006,
1993,
1866,
1728,
1866,
1662,
1728,
1838,
1809,
1754,
1711,
1699,
1792,
1896,
1946,
1960,
1746,
1880,
1862,
1696,
1890,
2022,
2028,
1931,
1928,
1915,
1870,
1769,
2301,
2117,
2102,
2069,
2321,
2304,
2426,
2148,
2178,
1998,
2288,
2094,
2211,
2460,
2355,
2277,
1979,
1984,
1960,
2863,
2502,
2399,
2142,
2239,
2276,
2130,
1885,
2060,
2076,
1823,
2123,
2017,
2038,
1885,
2086,
2146,
2092,
1887,
1880,
1982,
2036,
2281,
2066,
2088,
1959,
2092,
1905,
1867,
2264,
2270,
2013,
2295,
2084,
1951,
2176,
2282,
3386,
2068,
1990,
1894,
1847,
2086,
2394,
2960,
2361,
2259,
2666,
2239,
2353,
2378,
9922,
2803,
3253,
2504,
2638,
2542,
3189,
2707,
2411,
2360,
2484,
2540,
2334,
2456,
2334,
2314,
2192
] |
[
2178,
2067,
3143,
2681,
2350,
3275,
2657,
2620,
2489,
2420,
2954,
2889,
2634,
2471,
2692,
2477,
2464,
2695,
2750,
2468,
2607,
2580,
2575,
2440,
2774,
2849,
3328,
3209,
3293,
2847,
2548,
6784,
7829,
5878,
5153,
4660,
4894,
6561,
4192,
2804,
2200,
2144,
2004,
1741,
1777,
1874,
1759,
1674,
1414,
1510,
1526,
1369,
1282,
1316,
1252,
1285,
1255,
1220,
1316,
1286,
1114,
1173,
1320,
1447,
1230,
1147,
1256,
1080,
1092,
1046,
1035,
905,
1099,
1055,
1026,
1116,
1151,
1107,
912,
994,
1080,
1026,
894,
1026,
933,
931,
989,
1071,
1021,
978,
893,
912,
876,
910,
1040,
996
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 362.45%",
"予測される変化率: [カラム_0] 予測される変化率: -54.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.59倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 362.45%",
"Forecasted change rate: [column_0] Forecasted change rate: -54.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.59 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 78 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
29,
24,
21,
12,
24,
8,
23,
30,
14,
12,
9,
9,
12,
7,
5,
11,
37,
10,
23,
15,
10,
5,
6,
7,
8,
6,
7,
15,
13,
9,
6,
5,
10,
6,
18,
13,
13,
18,
20,
9,
13,
25,
15,
11,
14,
9,
8,
7,
10,
11,
4,
11,
9,
18,
6,
15,
7,
8,
10,
16,
11,
10,
10,
7,
8,
9,
6,
11,
7,
11,
5,
3,
6,
9,
4,
13,
8,
11,
12,
17,
13,
12,
36,
9,
14,
11,
14,
11,
18,
9,
13,
18,
14,
18,
13,
12,
11,
12,
7,
10,
10,
21,
12,
11,
12,
8,
15,
21,
13,
9,
14,
8,
18,
7,
14,
13,
13,
12,
10,
20,
11,
11,
12,
16,
17,
22,
12,
20,
12,
11,
9,
9,
21,
14,
30,
13,
14,
9,
7,
12,
11,
21,
15,
23,
19,
11,
16,
15,
19,
32,
28,
22,
18,
12,
18,
13,
26,
20,
43,
26,
21,
12,
32,
28,
31,
26,
16,
9,
15,
18,
15,
13,
13,
11,
18,
14,
9,
9,
15,
12,
14,
13,
15,
10,
14,
23,
10,
7,
15,
11,
16,
16,
13,
12,
19,
24,
16,
23,
5,
10,
14,
11,
17,
17,
19,
12,
11,
21,
41,
13,
13,
21,
16,
12,
11,
13,
20,
10,
18,
21,
9,
21,
12,
63,
12,
17,
57,
12,
14,
10,
9,
22,
7,
9,
14,
14,
13,
12,
14,
18,
27,
17,
8,
14,
18,
17,
11,
22,
13,
25,
12,
9,
11,
5,
13,
19,
11,
18,
17,
15,
21,
14,
11,
17,
15,
10,
16,
10,
15,
9,
8,
12,
8,
16,
23,
21,
15,
14,
12,
12,
16,
22,
17,
13,
17,
7,
16,
21,
23,
26,
7,
9,
15,
17,
14,
27,
18,
27,
22,
24,
25,
6,
18,
17,
6,
10,
14,
15,
11,
10,
21,
23,
20,
10,
25,
24,
50,
36,
17,
35,
49,
16,
24,
19,
23,
12,
12,
11,
19,
11,
11,
14,
14,
21,
12,
14,
30,
20,
15,
6,
21,
21,
8,
9,
12,
19,
12,
7,
9,
8,
19,
15,
17,
12,
13,
22,
17,
13,
19,
13,
14,
8,
27,
17,
14,
12,
12,
13,
16,
6,
13,
7,
15,
15,
13,
10,
16,
18,
15,
25,
25,
17,
22,
27,
12,
56,
22,
44,
43,
31,
51,
122,
12,
19,
19,
18,
17,
18,
28,
18,
10,
10,
28,
20,
8,
10,
20,
15,
13,
18,
12,
15,
8,
8,
10,
27,
20,
18,
17,
12,
13,
11,
14,
13,
11,
21,
9,
10,
6,
15,
12,
24,
19,
23,
21,
19,
21,
15,
10,
86,
30,
12,
12,
15,
20,
13,
22,
13,
15,
9,
22,
29,
12,
12,
27,
15,
22,
42,
11,
19,
39,
6,
15,
12,
11,
19,
7,
18,
77,
100,
232,
7,
13,
17,
7,
13,
9,
42,
11,
20,
25,
23,
9,
12,
18,
13,
7,
11,
13,
11,
16,
29,
19,
22,
19,
30,
14,
32,
16,
15,
24,
11,
36,
17,
28,
19,
21,
11,
15,
18,
29,
42
] |
[
58,
24,
24,
37,
28,
34,
33,
28,
450,
27,
21,
16,
21,
18,
21,
56,
25,
29,
72,
35,
13,
27,
31,
26,
25,
18,
27,
23,
29,
22,
16,
33,
37,
17,
22,
28,
17,
19,
21,
16,
13,
14,
15,
12,
26,
24,
11,
23,
23,
17,
16,
24,
23,
15,
15,
23,
26,
29,
27,
18,
22,
20,
29,
45,
15,
23,
22,
20,
18,
20,
12,
16,
36,
28,
28,
23,
15,
17,
20,
56,
17,
16,
25,
178,
20,
23,
20,
18,
18,
16,
39,
18,
25,
37,
21,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 44.83%",
"予測される変化率: [カラム_0] 予測される変化率: -68.97%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 44.83%",
"Forecasted change rate: [column_0] Forecasted change rate: -68.97%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.22 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 80 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 44.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
0,
2,
2,
6,
4,
3,
3,
7,
2,
1,
2,
4,
9,
5,
0,
5,
5,
3,
1,
2,
4,
4,
5,
3,
0,
4,
6,
3,
0,
1,
0,
1,
2,
5,
5,
5,
2,
0,
5,
2,
2,
3,
0,
1,
1,
1,
5,
7,
0,
0,
1,
0,
1,
0,
4,
3,
0,
4,
1,
5,
1,
1,
1,
6,
1,
2,
3,
3,
2,
8,
3,
1,
2,
2,
4,
3,
6,
4,
4,
0,
6,
3,
2,
6,
2,
5,
3,
8,
0,
2,
3,
1,
4,
2,
2,
3,
6,
1,
4,
4,
3,
8,
0,
5,
3,
5,
1,
5,
4,
3,
5,
12,
3,
6,
5,
7,
5,
1,
6,
5,
3,
9,
9,
3,
3,
19,
3,
20,
5,
9,
4,
0,
7,
6,
5,
0,
7,
11,
1,
4,
7,
1,
2,
3,
9,
2,
24,
4,
0,
6,
4,
4,
5,
2,
4,
5,
7,
5,
7,
2,
58,
2,
7,
5,
7,
2,
1,
7,
3,
3,
5,
5,
3,
5,
7,
2,
4,
4,
3,
5,
2,
3,
2,
4,
31,
1,
11,
40,
42,
23,
9,
36,
20,
4,
14,
12,
5,
3,
12,
8,
11,
5,
6,
2,
6,
8,
2,
1,
2,
8,
17,
12,
8,
5,
4,
18,
11,
4,
3,
6,
2,
2,
5,
9,
7,
5,
2,
0,
4,
11,
2,
2,
3,
8,
5,
4,
7,
3,
2,
2,
7,
12,
2,
2,
5,
17,
7,
20,
8,
5,
14,
410,
446,
177,
156,
153,
74,
116,
84,
71,
51,
34,
14,
23,
19,
58,
27,
12,
7,
11,
7,
22,
12,
9,
17,
34,
9,
14,
43,
23,
29,
7,
12,
8,
33,
24,
13,
12,
14,
6,
9,
12,
10,
26,
12,
8,
27,
10,
26,
86,
9,
11,
10,
5,
12,
9,
16,
15,
12,
6,
41,
15,
9,
15,
6,
7,
8,
5,
8,
6,
5,
6,
5,
10,
22,
11,
7,
7,
5,
10,
4,
4,
8,
24,
11,
20,
12,
16,
7,
14,
15,
3,
12,
6,
15,
11,
11,
7,
12,
15,
13,
13,
6,
12,
15,
6,
8,
8,
4,
5,
7,
7,
2,
7,
4,
50,
31,
74,
16,
17,
20,
9,
6,
9,
15,
7,
9,
10,
10,
2,
9,
8,
9,
5,
8,
5,
4,
4,
8,
10,
10,
4,
6,
8,
39,
8,
8,
8,
4,
7,
6,
3,
10,
4,
5,
14,
9,
13,
6,
7,
5,
10,
8,
10,
13,
8,
5,
0,
11,
13,
5,
27,
8,
10,
8,
17,
11,
8,
7,
7,
9,
10,
5,
10,
7,
3,
9,
6,
3,
5,
22,
7,
6,
11,
1,
7,
6,
5,
4,
2,
1,
6,
2,
10,
4,
11,
24,
5,
2,
4,
23,
13,
23,
18,
20,
8,
4,
15,
22,
6,
3,
36,
11,
9,
10,
8,
9,
5,
8,
5,
7,
17,
6,
6,
18,
5,
18,
13,
5,
24,
5,
26,
5,
11,
5,
23,
3,
19,
4,
6,
5,
53,
6,
13,
7,
26,
2,
6,
30,
10,
2
] |
[
10,
3,
6,
3,
8,
11,
3,
27,
10,
94,
16,
13,
6,
6,
39,
35,
13,
32,
20,
11,
42,
21,
30,
5,
6,
2,
78,
10,
7,
9,
8,
13,
5,
13,
8,
10,
5,
10,
5,
10,
34,
64,
59,
13,
105,
95,
13,
10,
21,
7,
7,
10,
8,
14,
8,
10,
7,
24,
23,
10,
7,
3,
7,
9,
6,
11,
11,
9,
19,
9,
6,
4,
9,
11,
15,
13,
10,
10,
12,
25,
10,
4,
11,
6,
4,
3,
11,
12,
17,
11,
26,
23,
19,
8,
7,
5
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.33倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.33 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
97,
76,
62,
83,
67,
43,
94,
144,
100,
70,
77,
73,
73,
76,
76,
76,
62,
79,
63,
53,
67,
55,
40,
63,
42,
88,
50,
46,
58,
59,
38,
28,
57,
50,
43,
76,
62,
70,
74,
61,
51,
81,
94,
102,
89,
103,
110,
92,
124,
122,
76,
85,
121,
139,
131,
150,
147,
67,
92,
97,
126,
97,
109,
149,
150,
198,
228,
215,
153,
142,
190,
168,
171,
875,
226,
124,
113,
134,
100,
112,
120,
102,
117,
127,
119,
236,
11771,
1474,
620,
316,
208,
176,
181,
168,
163,
130,
108,
117,
100,
83,
77,
131,
110,
114,
110,
84,
82,
127,
150,
96,
96,
156,
84,
78,
79,
112,
92,
80,
73,
63,
60,
62,
71,
80,
84,
73,
58,
56,
71,
61,
78,
64,
77,
60,
55,
69,
67,
65,
47,
67,
57,
54,
66,
101,
89,
84,
68,
68,
61,
56,
87,
82,
72,
50,
57,
55,
56,
62,
65,
51,
70,
39,
39,
44,
72,
107,
65,
52,
81,
46,
94,
102,
74,
76,
66,
75,
39,
29,
56,
62,
53,
43,
52,
66,
58,
76,
58,
63,
66,
73,
84,
80,
81,
66,
136,
86,
81,
70,
148,
76,
56,
56,
50,
49,
60,
94,
88,
49,
73,
42,
53,
150,
101,
93,
69,
77,
48,
62,
73,
63,
68,
66,
71,
75,
54,
57,
47,
50,
98,
45,
90,
90,
53,
58,
65,
60,
53,
53,
50,
51,
52,
53,
52,
43,
43,
46,
60,
65,
68,
95,
91,
91,
88,
58,
73,
68,
77,
92,
77,
55,
56,
61,
75,
62,
84,
50,
57,
50,
52,
60,
70,
54,
41,
62,
58,
65,
87,
84,
170,
78,
65,
91,
71,
75,
64,
45,
52,
114,
443,
219,
99,
93,
198,
93,
90,
75,
79,
108,
93,
90,
87,
72,
73,
93,
122,
133,
145,
249,
276,
231,
204,
94,
163,
98,
134,
119,
105,
120,
159,
194,
175,
424,
472,
664,
427,
594,
320,
303,
459,
409,
284,
294,
257,
298,
185,
197,
188,
194,
3648,
720,
514,
381,
218,
252,
161,
137,
172,
602,
120,
109,
107,
208,
129,
157,
129,
117,
126,
121,
98,
177,
110,
107,
169,
105,
137,
92,
109,
129,
111,
180,
97,
83,
229,
219,
113,
132,
80,
87,
89,
76,
127,
134,
172,
108,
86,
113,
210,
134,
102,
119,
99,
72,
106,
258,
210,
149,
95,
179,
367,
131,
187,
145,
93,
108,
91,
84,
94,
192,
104,
91,
84,
84,
139,
182,
234,
490,
277,
194,
200,
142,
131,
273,
205,
166,
378,
163,
157,
149,
306,
177,
189,
170,
121,
110,
101,
169,
144,
175,
158,
109,
115,
108,
110,
126,
122,
242,
181,
136,
115,
92,
87,
103,
333,
93,
86,
57,
188,
99,
103,
88,
79,
86,
86,
160,
137,
106,
86,
89,
75,
22885,
8724,
2640,
1091,
2239,
779,
420,
594,
333,
196,
641,
293,
217,
3134,
2759,
499,
491,
399,
551,
183,
142,
125,
147,
109,
235,
110,
148,
119,
91,
1040,
1156,
701,
273,
224,
162,
236,
161,
126,
130,
252,
82,
159,
124
] |
[
161,
140,
165,
507,
176,
231,
18663,
2910,
901,
857,
524,
491,
5556,
691,
476,
559,
415,
334,
222,
229,
265,
245,
191,
167,
211,
167,
168,
204,
323,
236,
172,
132,
131,
121,
131,
104,
152,
93,
100,
111,
152,
219,
99,
115,
563,
148,
140,
102,
171,
119,
122,
116,
141,
89,
80,
91,
81,
91,
127,
121,
129,
110,
112,
111,
188,
150,
152,
115,
129,
107,
352,
911,
312,
315,
214,
132,
120,
106,
160,
490,
144,
615,
185,
138,
209,
157,
396,
343,
127,
95,
104,
87,
205,
116,
95,
72
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 27.84%",
"予測される変化率: [カラム_0] 予測される変化率: -55.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.74倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 27.84%",
"Forecasted change rate: [column_0] Forecasted change rate: -55.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.74 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 54 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 54.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
4,
3,
4,
2,
4,
4,
1,
3,
4,
2,
59,
56,
36,
33,
6,
35,
12,
7,
7,
7,
8,
6,
9,
5,
4,
5,
1,
6,
3,
4,
1,
2,
4,
0,
2,
4,
5,
3,
1,
5,
6,
4,
1,
7,
5,
3,
1,
3,
5,
1,
6,
4,
3,
3,
6,
6,
5,
0,
6,
3,
6,
2,
9,
0,
5,
5,
5,
5,
8,
5,
2,
4,
3,
4,
2,
4,
9,
13,
9,
7,
12,
8,
11,
17,
12,
11,
12,
12,
10,
12,
10,
14,
28,
10,
13,
11,
6,
11,
23,
11,
9,
8,
10,
11,
11,
8,
9,
44,
21,
14,
13,
12,
10,
12,
8,
10,
11,
8,
8,
13,
4,
4,
2,
6,
3,
2,
4,
3,
3,
8,
5,
1,
3,
1,
5,
2,
8,
3,
0,
0,
5,
7,
2,
5,
3,
4,
6,
7,
4,
9,
5,
6,
9,
5,
0,
5,
5,
4,
4,
4,
2,
8,
49,
8,
7,
3,
8,
8,
5,
16,
5,
8,
1,
6,
6,
1,
4,
7,
2,
7,
3,
2,
5,
7,
6,
1,
6,
4,
13,
7,
54,
21,
35,
38,
70,
27,
23,
9,
21,
18,
18,
11,
15,
26,
8,
10,
8,
8,
8,
10,
7,
10,
10,
4,
9,
4,
8,
7,
6,
7,
6,
7,
2,
5,
8,
5,
7,
5,
2,
11,
2,
4,
3,
9,
3,
4,
8,
7,
3,
6,
12,
4,
9,
4,
6,
8,
5,
15,
11,
24,
3,
4,
3,
4,
10,
7,
9,
24,
10,
8,
6,
16,
6,
7,
25,
2,
3,
6,
5,
5,
7,
3,
4,
7,
6,
9,
2,
10,
5,
3,
2,
10,
6,
5,
4,
3,
7,
6,
18,
4,
6,
7,
5,
5,
7,
3,
3,
5,
9,
5,
3,
1,
6,
4,
6,
6,
4,
6,
4,
9,
5,
8,
13,
5,
7,
9,
3,
5,
5,
2,
2,
4,
4,
6,
5,
2,
3,
4,
5,
7,
3,
7,
4,
4,
8,
8,
3,
5,
7,
3,
6,
4,
9,
3,
10,
7,
1,
4,
2,
4,
3,
3,
5,
5,
9,
3,
2,
3,
26,
8,
1,
2,
7,
5,
6,
2,
4,
4,
5,
4,
12,
4,
3,
8,
7,
4,
11,
5,
11,
25,
8,
15,
10,
4,
11,
4,
4,
5,
5,
11,
4,
7,
8,
6,
7,
2,
4,
3,
4,
8,
6,
5,
2,
2,
4,
4,
8,
9,
11,
1,
1,
4,
11,
2,
9,
12,
2,
5,
4,
1,
5,
6,
5,
5,
3,
5,
2,
3,
3,
10,
3,
5,
6,
6,
1,
2,
15,
10,
7,
10,
10,
4,
10,
12,
6,
11,
5,
7,
2,
8,
13,
8,
8,
2,
1,
11,
6,
7,
14,
7,
2,
6,
8,
4,
9,
3,
5,
8,
3,
4,
3,
4,
22,
19,
12,
5,
14,
11,
6,
1,
9,
6,
0,
6,
3,
5,
29,
2,
4,
5,
24,
6,
4,
32,
13,
8,
0,
8,
3,
6,
1,
4,
4,
28,
6,
5,
4,
2,
3,
2,
2
] |
[
5,
3,
10,
5,
5,
4,
4,
3,
7,
7,
3,
1,
3,
2,
0,
3,
6,
9,
3,
2,
4,
18,
3,
12,
5,
7,
9,
13,
9,
1,
4,
6,
5,
11,
12,
1,
5,
5,
7,
8,
3,
2,
1,
5,
9,
2,
27,
1,
11,
1,
2,
12,
1,
2,
0,
4,
12,
87,
52,
24,
13,
3,
3,
9,
0,
20,
5,
3,
2,
4,
1,
37,
3,
1,
11,
26,
6,
3,
3,
32,
9,
6,
8,
4,
8,
27,
8,
4,
4,
3,
3,
3,
3,
9,
1,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -50.00%",
"予測される変化率: [カラム_0] 予測される変化率: -40.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.12倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -40.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.12 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 22 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 22.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
241,
240,
242,
228,
246,
203,
170,
220,
190,
189,
166,
154,
196,
204,
193,
203,
176,
193,
245,
252,
187,
189,
174,
213,
306,
289,
227,
222,
242,
275,
158,
133,
141,
172,
182,
168,
168,
206,
130,
172,
178,
187,
226,
194,
190,
194,
231,
342,
301,
344,
249,
225,
230,
266,
355,
453,
478,
349,
323,
217,
272,
397,
393,
426,
1563,
1667,
1436,
1770,
2981,
2582,
1940,
1651,
1733,
1107,
1314,
1564,
2275,
2844,
1693,
1108,
1094,
945,
1591,
1129,
938,
1057,
1166,
721,
2215,
3597,
3418,
4341,
3100,
2280,
1576,
1585,
1606,
1153,
1194,
1084,
1049,
662,
725,
844,
844,
901,
686,
553,
412,
476,
477,
492,
1450,
775,
562,
430,
658,
613,
535,
838,
727,
1020,
603,
546,
559,
821,
681,
612,
523,
391,
492,
519,
462,
564,
562,
716,
10775,
10031,
10490,
8209,
5582,
4979,
2866,
2231,
2297,
2581,
3482,
2348,
2099,
1911,
1334,
1698,
1497,
1305,
1098,
882,
711,
1008,
892,
927,
652,
623,
557,
788,
412,
687,
483,
407,
717,
581,
395,
743,
485,
429,
355,
317,
296,
250,
390,
298,
424,
658,
349,
365,
229,
418,
582,
568,
469,
414,
525,
450,
350,
436,
432,
640,
487,
428,
333,
275,
368,
352,
397,
357,
378,
284,
301,
382,
404,
334,
321,
425,
326,
293,
404,
415,
430,
403,
474,
385,
644,
1129,
1002,
703,
638,
568,
753,
702,
496,
557,
535,
513,
612,
420,
410,
532,
492,
606,
490,
410,
337,
313,
367,
358,
337,
414,
313,
340,
286,
317,
449,
390,
408,
389,
381,
383,
505,
510,
981,
789,
493,
484,
362,
396,
441,
689,
715,
606,
580,
449,
876,
1174,
885,
616,
690,
530,
469,
448,
563,
467,
382,
291,
297,
208,
282,
320,
267,
487,
359,
291,
201,
318,
407,
347,
315,
269,
279,
240,
259,
335,
321,
317,
323,
386,
501,
490,
443,
370,
305,
279,
276,
273,
271,
282,
319,
309,
335,
269,
198,
248,
286,
334,
329,
332,
239,
231,
296,
275,
255,
309,
259,
232,
207,
232,
309,
406,
329,
286,
254,
230,
263,
227,
274,
245,
206,
212,
204,
233,
255,
239,
255,
255,
233,
186,
162,
173,
171,
203,
289,
159,
136,
133,
158,
239,
240,
165,
156,
139,
146,
192,
140,
207,
164,
120,
179,
126,
147,
157,
169,
280,
467,
439,
386,
349,
324,
403,
421,
426,
346,
370,
427,
529,
544,
500,
427,
310,
291,
355,
390,
341,
278,
252,
248,
300,
314,
326,
282,
228,
214,
223,
174,
214,
251,
237,
565,
519,
271,
317,
625,
290,
309,
326,
310,
231,
245,
286,
409,
327,
298,
219,
191,
229,
280,
267,
269,
297,
260,
268,
422,
387,
358,
298,
261,
251,
237,
292,
342,
662,
481,
356,
323,
268,
409,
496,
487,
589,
491,
531,
347,
495,
486,
541,
545,
731,
565,
432,
485,
550,
687,
956,
1052,
492,
430,
414,
492,
804,
666,
571,
455,
341,
332,
410,
348,
340,
393,
346,
267,
325,
360,
385,
371,
388,
378,
276,
374,
389,
385,
595,
409,
333,
343,
368,
332,
408,
597,
504,
407,
376,
496,
771,
660,
597
] |
[
552,
381,
367,
727,
756,
732,
637,
761,
565,
382,
543,
516,
507,
881,
989,
655,
580,
521,
968,
4661,
6099,
4904,
3081,
1526,
1696,
1613,
1451,
952,
985,
1116,
447,
557,
711,
559,
531,
615,
546,
361,
385,
481,
550,
454,
479,
413,
370,
822,
1637,
841,
832,
632,
422,
361,
427,
413,
387,
394,
575,
436,
449,
510,
1484,
954,
501,
335,
234,
287,
361,
424,
368,
322,
312,
294,
228,
260,
248,
712,
397,
419,
318,
201,
254,
217,
268,
240,
978,
361,
251,
268,
310,
333,
259,
266,
245,
181,
215,
243
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 147.72%",
"予測される変化率: [カラム_0] 予測される変化率: -55.98%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.56倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 147.72%",
"Forecasted change rate: [column_0] Forecasted change rate: -55.98%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.56 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
750,
550,
503,
472,
525,
481,
377,
424,
348,
289,
378,
418,
343,
451,
353,
489,
314,
910,
524,
426,
406,
343,
368,
2606,
907,
527,
378,
442,
452,
484,
665,
765,
386,
271,
335,
334,
322,
293,
473,
322,
314,
531,
327,
270,
311,
361,
346,
310,
306,
298,
309,
288,
814,
562,
498,
393,
423,
435,
461,
487,
509,
401,
374,
411,
298,
530,
1233,
549,
640,
516,
363,
582,
616,
1927,
1589,
1527,
888,
646,
499,
1037,
636,
680,
486,
410,
338,
350,
685,
579,
815,
569,
418,
334,
629,
627,
429,
403,
532,
686,
421,
334,
286,
349,
413,
291,
283,
246,
278,
276,
245,
511,
343,
330,
269,
271,
309,
262,
304,
295,
247,
451,
1208,
856,
482,
504,
364,
289,
285,
305,
268,
385,
360,
317,
397,
399,
345,
463,
277,
298,
244,
293,
238,
311,
216,
332,
320,
295,
348,
267,
241,
314,
291,
844,
360,
325,
316,
832,
468,
1659,
618,
742,
721,
1762,
902,
879,
662,
686,
509,
387,
387,
326,
351,
402,
532,
414,
407,
328,
523,
456,
514,
661,
752,
522,
582,
1140,
554,
541,
798,
426,
648,
371,
326,
349,
409,
428,
331,
322,
322,
302,
292,
365,
376,
310,
325,
298,
264,
228,
359,
392,
316,
554,
410,
295,
296,
312,
352,
297,
274,
282,
287,
255,
761,
461,
349,
356,
377,
348,
314,
375,
345,
312,
244,
388,
318,
279,
301,
380,
344,
271,
395,
339,
660,
395,
352,
310,
237,
257,
304,
233,
311,
331,
308,
263,
215,
247,
240,
861,
373,
275,
235,
204,
210,
238,
267,
328,
257,
213,
252,
257,
443,
873,
524,
288,
236,
238,
259,
247,
316,
379,
254,
241,
234,
288,
252,
510,
369,
348,
270,
254,
290,
283,
303,
363,
343,
259,
353,
370,
323,
347,
327,
298,
251,
296,
302,
248,
312,
297,
235,
247,
241,
246,
207,
503,
329,
270,
275,
1138,
408,
298,
290,
363,
431,
406,
384,
256,
271,
2645,
691,
514,
366,
332,
304,
354,
348,
918,
632,
341,
686,
657,
702,
1689,
1793,
2966,
1326,
1158,
463,
1134,
769,
533,
384,
355,
294,
293,
282,
328,
404,
319,
274,
214,
231,
267,
230,
531,
278,
247,
233,
208,
183,
188,
213,
249,
205,
282,
167,
210,
167,
172,
176,
194,
208,
350,
240,
264,
298,
296,
185,
231,
353,
385,
343,
348,
364,
365,
338,
291,
284,
263,
405,
374,
439,
338,
295,
266,
282,
265,
279,
227,
240,
265,
257,
283,
239,
240,
238,
218,
245,
252,
249,
267,
275,
250,
297,
244,
221,
248,
332,
364,
289,
243,
305,
283,
241,
355,
594,
1519,
644,
486,
421,
3306,
941,
711,
436,
418,
379,
345,
340,
423,
429,
575,
347,
327,
244,
291,
418,
2821,
596,
320,
304,
253,
248,
298,
291,
293,
288,
252,
234,
278,
627,
525,
420,
567,
454,
306,
391,
439,
326,
316,
265,
406,
276,
277,
359,
299,
447,
790,
371,
364,
5709,
7358,
5366,
2082,
1468,
1078,
862,
1604,
8193,
1996,
1854,
904,
603,
644,
767,
782,
635,
666,
630,
376,
343,
397,
507,
352,
329,
299
] |
[
388,
374,
369,
464,
341,
320,
289,
244,
299,
347,
860,
378,
356,
304,
362,
269,
298,
625,
313,
287,
323,
300,
282,
301,
373,
1476,
833,
780,
499,
312,
290,
343,
336,
1088,
1022,
795,
577,
467,
521,
1115,
736,
490,
661,
427,
450,
676,
448,
396,
306,
332,
314,
532,
487,
518,
455,
558,
4248,
892,
489,
525,
531,
774,
394,
362,
358,
371,
342,
358,
385,
330,
684,
635,
462,
1105,
1072,
1197,
459,
628,
844,
571,
517,
606,
594,
521,
671,
1519,
659,
630,
535,
2225,
980,
963,
2500,
7993,
29912,
6114
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -60.13%",
"予測される変化率: [カラム_0] 予測される変化率: 1475.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.36倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -60.13%",
"Forecasted change rate: [column_0] Forecasted change rate: 1475.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.36 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 32.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
715,
656,
590,
700,
590,
563,
498,
456,
839,
486,
405,
386,
482,
452,
523,
493,
494,
399,
387,
492,
462,
447,
494,
518,
457,
484,
616,
606,
562,
514,
488,
567,
372,
480,
513,
466,
513,
473,
391,
507,
463,
530,
558,
493,
480,
489,
526,
661,
603,
735,
694,
636,
514,
717,
928,
863,
939,
837,
995,
663,
853,
1191,
1365,
1616,
5142,
6370,
4631,
5119,
6096,
5402,
5414,
4921,
4199,
2991,
3584,
4364,
4363,
4192,
3284,
2573,
1936,
1799,
1970,
2189,
1882,
1817,
1727,
1391,
2017,
2598,
2382,
2620,
2657,
2125,
1672,
1499,
1825,
1599,
1779,
1759,
1613,
1261,
1424,
1583,
1427,
1384,
1452,
1131,
988,
1118,
1206,
1109,
1377,
1412,
1122,
916,
1088,
1034,
1014,
1303,
1221,
1302,
1058,
1178,
1108,
1125,
1186,
1122,
1079,
811,
847,
1147,
1080,
1230,
1300,
1776,
8792,
10106,
11218,
7818,
6077,
5111,
3471,
2638,
3247,
3521,
3849,
3305,
2704,
2201,
1722,
2087,
1949,
2088,
1943,
1425,
1426,
1276,
1157,
1389,
1208,
1279,
1212,
1249,
1248,
1413,
1349,
961,
996,
848,
780,
850,
670,
751,
760,
723,
676,
574,
660,
669,
711,
836,
795,
725,
608,
788,
913,
973,
918,
928,
1024,
1070,
844,
866,
981,
1192,
974,
967,
871,
728,
953,
996,
1047,
995,
930,
840,
608,
886,
906,
888,
870,
865,
745,
703,
935,
847,
991,
970,
1097,
1043,
886,
1176,
1165,
1312,
1101,
1047,
1041,
912,
1060,
1204,
1269,
1127,
1199,
1082,
878,
1154,
1107,
1184,
1032,
970,
881,
875,
958,
1029,
928,
895,
898,
891,
735,
906,
1035,
963,
853,
855,
880,
680,
866,
1094,
1783,
1272,
1121,
870,
751,
830,
951,
1252,
1222,
1109,
1055,
875,
1188,
1295,
1134,
883,
844,
836,
749,
853,
879,
798,
736,
735,
672,
548,
569,
727,
775,
793,
750,
706,
658,
756,
839,
891,
764,
688,
633,
528,
613,
683,
818,
708,
750,
819,
744,
725,
813,
689,
661,
577,
658,
620,
617,
849,
909,
746,
704,
625,
515,
659,
619,
680,
679,
702,
546,
481,
611,
745,
717,
737,
654,
679,
651,
655,
688,
811,
975,
813,
516,
534,
602,
580,
594,
572,
580,
584,
466,
562,
616,
569,
619,
806,
514,
552,
398,
534,
533,
540,
522,
411,
362,
381,
397,
445,
623,
411,
372,
324,
383,
472,
530,
454,
446,
388,
458,
302,
392,
407,
361,
439,
716,
520,
484,
562,
548,
692,
677,
689,
583,
635,
666,
858,
6902,
4832,
6452,
3660,
4552,
6248,
5641,
4942,
783,
709,
705,
702,
652,
615,
531,
576,
517,
506,
423,
470,
465,
488,
799,
722,
522,
557,
652,
549,
798,
765,
610,
519,
612,
670,
659,
623,
607,
535,
499,
503,
637,
530,
563,
631,
603,
622,
595,
639,
772,
647,
584,
493,
462,
594,
651,
895,
916,
711,
625,
551,
778,
1046,
851,
926,
800,
836,
892,
838,
807,
949,
920,
969,
830,
675,
849,
887,
904,
1035,
1186,
730,
707,
811,
980,
945,
818,
968,
680,
584,
620,
763,
738,
724,
724,
689,
569,
546,
652,
770,
641,
702,
613,
508,
843,
760,
784,
666,
649,
625,
545,
670,
646,
695,
702,
659,
596,
600,
989,
791,
827,
809
] |
[
704,
645,
503,
795,
1010,
836,
885,
1022,
711,
608,
686,
794,
937,
1026,
1016,
794,
765,
922,
1283,
2768,
3879,
2822,
2186,
1310,
1389,
1470,
1390,
1220,
1177,
1135,
688,
677,
780,
768,
847,
871,
843,
670,
648,
832,
826,
844,
689,
716,
613,
1045,
975,
861,
863,
777,
727,
572,
695,
798,
861,
807,
795,
734,
663,
624,
1014,
845,
713,
721,
522,
529,
633,
802,
659,
678,
647,
813,
598,
522,
604,
833,
612,
588,
538,
421,
487,
571,
517,
692,
645,
561,
530,
648,
648,
744,
752,
615,
578,
506,
561,
554
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 13.15%",
"予測される変化率: [カラム_0] 予測される変化率: -21.31%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.07倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 13.15%",
"Forecasted change rate: [column_0] Forecasted change rate: -21.31%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.07 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3655,
3016,
1682,
865,
1587,
2167,
2020,
1243,
1510,
1081,
661,
1119,
1185,
1173,
1108,
2191,
736,
358,
385,
505,
514,
539,
641,
656,
487,
538,
776,
1047,
861,
857,
696,
706,
687,
782,
1052,
1027,
976,
692,
427,
550,
757,
1089,
1227,
1083,
774,
358,
359,
1134,
1254,
1104,
1101,
669,
466,
712,
994,
996,
980,
972,
746,
456,
562,
850,
952,
1000,
953,
514,
392,
463,
748,
755,
770,
567,
441,
318,
424,
676,
596,
616,
568,
389,
208,
287,
588,
530,
565,
714,
438,
329,
334,
523,
478,
522,
607,
398,
278,
391,
531,
539,
580,
546,
471,
270,
308,
552,
826,
993,
651,
567,
251,
318,
678,
617,
479,
413,
385,
224,
223,
407,
394,
372,
396,
342,
274,
363,
390,
402,
387,
373,
283,
203,
269,
402,
437,
450,
452,
280,
223,
243,
354,
422,
460,
473,
295,
189,
244,
426,
443,
416,
300,
257,
234,
225,
319,
374,
332,
295,
196,
153,
167,
251,
284,
289,
297,
218,
175,
161,
238,
237,
182,
196,
144,
98,
118,
132,
129,
112,
97,
56,
84,
95,
309,
119,
89,
100,
76,
118,
85,
144,
142,
119,
128,
109,
105,
176,
153,
116,
175,
131,
317,
162,
139,
158,
151,
131,
175,
121,
109,
118,
152,
182,
163,
154,
135,
128,
104,
164,
171,
158,
904,
204,
143,
124,
123,
163,
252,
171,
179,
128,
150,
275,
211,
215,
227,
176,
205,
171,
208,
217,
208,
275,
219,
579,
265,
257,
316,
341,
355,
293,
235,
281,
362,
394,
437,
414,
267,
258,
297,
424,
405,
426,
408,
340,
201,
266,
337,
317,
312,
174,
221,
205,
251,
341,
500,
352,
472,
274,
227,
270,
343,
372,
412,
537,
361,
218,
381,
530,
542,
521,
491,
356,
277,
366,
556,
539,
549,
483,
445,
335,
410,
579,
587,
699,
716,
553,
353,
533,
782,
932,
872,
791,
549,
343,
461,
851,
1133,
1046,
1197,
913,
565,
799,
1067,
1277,
1382,
1486,
1152,
2020,
1186,
1681,
1550,
2372,
2374,
2241,
1373,
2013,
3039,
3827,
4151,
5110,
5754,
4679,
4562,
7284,
8475,
9608,
10358,
7823,
15812,
8311,
18156,
22321,
23991,
15108,
6807,
5556,
4815,
23246,
23559,
17847,
13333,
6335,
3454,
5860,
7183,
36378,
5048,
4228,
2474,
1568,
2602,
4009,
3114,
2130,
1315,
903,
1498,
1802,
1892,
2020,
1238,
1099,
900,
356,
366,
442,
494,
377,
393,
447,
378,
487,
718,
903,
807,
855,
692,
483,
1155,
989,
960,
932,
864,
585,
380,
593,
880,
865,
762,
774,
709,
330,
270,
708,
1026,
1260,
1025,
660,
393,
738,
842,
869,
838,
850,
549,
394,
516,
733,
694,
746,
594,
401,
334,
503,
994,
683,
653,
667,
432,
256,
378,
671,
552,
512,
462,
343,
235,
355,
417,
392,
414,
476,
382,
321,
354,
431,
396,
546,
395,
312,
203,
313,
401,
362,
509,
457,
243,
186,
199,
285,
374,
338,
337,
283,
223,
202,
317,
364,
376,
470,
289,
218,
205,
442,
460,
410,
447,
281,
185,
220,
347,
421,
451,
375,
273,
177,
268,
348,
366,
447,
375,
335,
237,
258,
420,
450,
434,
482,
321,
220,
269,
324,
501,
360
] |
[
364,
269,
172,
165,
353,
309,
270,
255,
173,
154,
197,
209,
238,
149,
135,
166,
136,
135,
169,
217,
312,
224,
138,
123,
169,
170,
122,
157,
103,
269,
82,
79,
146,
149,
143,
138,
100,
149,
149,
128,
180,
154,
142,
122,
119,
139,
150,
181,
134,
124,
124,
132,
116,
198,
179,
174,
166,
124,
123,
154,
141,
160,
134,
165,
141,
133,
256,
194,
161,
171,
203,
187,
136,
168,
194,
152,
184,
154,
191,
121,
140,
245,
160,
207,
191,
193,
166,
188,
273,
233,
226,
223,
251,
185,
155,
764
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -90.15%",
"予測される変化率: [カラム_0] 予測される変化率: 109.89%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.85倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -90.15%",
"Forecasted change rate: [column_0] Forecasted change rate: 109.89%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.85 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 92 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 92.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
162,
190,
183,
193,
174,
193,
187,
177,
161,
179,
168,
251,
318,
306,
300,
372,
401,
331,
370,
381,
315,
278,
225,
233,
212,
234,
228,
225,
168,
180,
173,
163,
225,
220,
218,
222,
237,
251,
267,
299,
231,
260,
245,
241,
261,
229,
276,
294,
256,
209,
199,
262,
262,
327,
306,
262,
275,
233,
261,
239,
235,
189,
163,
177,
140,
175,
291,
282,
171,
157,
143,
144,
138,
201,
175,
118,
123,
161,
170,
173,
142,
191,
156,
136,
123,
110,
109,
154,
148,
143,
143,
119,
85,
115,
139,
166,
134,
128,
106,
113,
123,
142,
162,
139,
112,
114,
115,
117,
137,
174,
118,
113,
112,
122,
122,
133,
152,
115,
125,
126,
133,
131,
141,
156,
121,
137,
143,
152,
137,
177,
176,
134,
148,
146,
127,
121,
135,
167,
167,
145,
136,
155,
132,
196,
258,
183,
170,
165,
173,
157,
189,
201,
177,
167,
143,
160,
154,
159,
180,
145,
155,
141,
149,
708,
831,
594,
427,
371,
2997,
229,
273,
258,
266,
224,
175,
169,
167,
206,
229,
241,
225,
168,
206,
129,
183,
225,
226,
217,
237,
227,
199,
241,
267,
267,
230,
229,
225,
197,
170,
189,
209,
205,
205,
217,
215,
233,
300,
233,
223,
210,
247,
229,
225,
229,
239,
231,
223,
217,
242,
225,
273,
272,
349,
291,
258,
301,
409,
378,
473,
447,
367,
329,
351,
339,
306,
438,
327,
302,
277,
232,
232,
263,
375,
431,
257,
273,
221,
235,
246,
236,
232,
234,
270,
237,
218,
271,
250,
238,
215,
188,
787,
667,
631,
462,
360,
343,
311,
276,
250,
335,
325,
306,
257,
282,
283,
249,
311,
295,
216,
225,
212,
240,
216,
327,
330,
325,
249,
217,
184,
180,
217,
237,
216,
443,
201,
217,
227,
261,
361,
532,
724,
424,
359,
336,
347,
375,
417,
455,
454,
396,
417,
431,
477,
480,
956,
464,
420,
440,
466,
507,
545,
544,
553,
1539,
2329,
2392,
2683,
2250,
2257,
3056,
2464,
2060,
2060,
2037,
1580,
1378,
1386,
1220,
1083,
1282,
1506,
1294,
1189,
1042,
889,
1127,
1597,
1482,
1200,
954,
735,
735,
656,
652,
825,
582,
553,
550,
489,
459,
453,
511,
369,
375,
445,
354,
414,
379,
470,
402,
365,
328,
334,
343,
317,
364,
386,
364,
330,
311,
249,
323,
343,
346,
493,
723,
658,
633,
583,
683,
520,
445,
456,
347,
366,
392,
380,
351,
340,
355,
296,
264,
326,
295,
293,
310,
262,
256,
234,
263,
292,
312,
257,
245,
240,
245,
256,
414,
341,
304,
280,
265,
262,
306,
415,
344,
278,
270,
187,
186,
393,
552,
279,
222,
186,
206,
944,
1139,
1154,
743,
647,
488,
433,
433,
575,
525,
394,
324,
313,
278,
251,
300,
307,
217,
191,
209,
217,
230,
248,
243,
193,
171,
193,
206,
215,
231,
250,
192,
186,
158,
136,
176,
194,
253,
132,
133,
147,
170,
210,
228,
243,
226,
153,
178,
157,
154,
185,
215,
193,
164,
168,
160,
225,
191,
220,
150,
144,
127,
125,
142,
158,
249,
165,
131,
131,
115,
150,
176,
157,
115,
111,
123
] |
[
101,
123,
181,
165,
98,
100,
125,
112,
125,
160,
193,
117,
104,
129,
103,
117,
154,
161,
142,
131,
129,
120,
122,
145,
157,
146,
123,
143,
114,
112,
135,
142,
98,
116,
115,
147,
126,
92,
137,
199,
192,
198,
218,
195,
208,
170,
153,
171,
139,
139,
152,
156,
161,
116,
117,
123,
142,
156,
146,
182,
170,
127,
147,
147,
156,
161,
178,
146,
157,
127,
161,
137,
132,
174,
157,
142,
124,
144,
152,
185,
313,
246,
158,
161,
159,
167,
313,
671,
425,
246,
249,
241,
258,
324,
433,
240
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -24.07%",
"予測される変化率: [カラム_0] 予測される変化率: 137.62%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -24.07%",
"Forecasted change rate: [column_0] Forecasted change rate: 137.62%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
1,
2,
3,
0,
5,
2,
1,
3,
0,
1,
1,
2,
3,
7,
2,
0,
5,
5,
1,
1,
2,
1,
2,
4,
1,
3,
3,
2,
1,
1,
2,
1,
1,
1,
0,
12,
4,
1,
1,
3,
2,
1,
1,
3,
4,
4,
4,
0,
2,
2,
1,
0,
2,
1,
0,
2,
2,
1,
4,
6,
3,
0,
3,
1,
3,
1,
2,
1,
6,
1,
0,
3,
2,
3,
5,
0,
407,
86,
21,
23,
187,
28,
33,
16,
9,
6,
8,
5,
8,
5,
5,
6,
2,
5,
6,
5,
8,
4,
3,
3,
4,
12,
4,
8,
4,
7,
5,
4,
3,
17,
8,
4,
5,
4,
10,
8,
3,
16,
3,
3,
4,
6,
3,
3,
2,
4,
4,
4,
8,
2,
3,
4,
17,
6,
6,
6,
6,
6,
2,
3,
3,
6,
3,
4,
8,
1,
3,
8,
7,
11,
5,
2,
10,
6,
1,
3,
5,
5,
7,
11,
24,
17,
24,
21,
16,
9,
8,
59,
29,
14,
11,
2,
5,
10,
32,
5,
7,
4,
14,
8,
4,
11,
9,
7,
20,
11,
2,
9,
5,
10,
6,
4,
8,
5,
4,
3,
4,
7,
9,
6,
8,
10,
4,
7,
5,
6,
10,
9,
2,
19,
9,
8,
25,
13,
37,
42,
7,
9,
14,
15,
5,
7,
10,
57,
14,
11,
13,
13,
7,
12,
10,
7,
19,
17,
45,
13,
14,
15,
16,
52,
32,
34,
40,
57,
119,
104,
32,
47,
32,
22,
9,
6,
5,
4,
8,
10,
7,
5,
17,
2,
10,
4,
10,
4,
3,
6,
2,
5,
4,
10,
4,
4,
3,
4,
10,
7,
4,
3,
2,
3,
5,
2,
2,
1,
3,
5,
7,
2,
1,
2,
2,
3,
6,
6,
2,
3,
4,
5,
5,
4,
5,
4,
3,
2,
3,
4,
3,
12,
21,
16,
10,
5,
6,
5,
4,
2,
4,
2,
6,
2,
6,
2,
3,
4,
1,
3,
2,
4,
3,
4,
5,
8,
3,
2,
5,
1,
4,
8,
1,
2,
2,
5,
1,
2,
5,
4,
2,
1,
2,
2,
3,
3,
3,
7,
0,
1,
3,
4,
2,
1,
6,
3,
0,
5,
2,
1,
3,
9,
1,
2,
2,
1,
3,
2,
1,
4,
2,
3,
3,
3,
2,
2,
5,
24,
13,
10,
17,
13,
25,
10,
2,
5,
10,
6,
5,
4,
10,
4,
8,
5,
9,
2,
3,
2,
6,
11,
51,
10,
17,
10,
11,
7,
2,
8,
11,
10,
10,
1,
9,
4,
4,
8,
7,
9,
7,
7,
11,
6,
5,
6,
6,
4,
7,
10,
2,
2,
7,
7,
7,
7,
6,
11,
5,
9,
24,
6,
7,
5,
6,
8,
9,
6,
16,
37,
14,
10,
10,
12,
37,
10,
10,
11,
3,
6,
12,
31,
22,
20,
13,
18,
2,
8,
14,
19,
27,
5,
10,
16,
10,
7,
10,
6,
6,
6,
2,
3,
43,
13,
8,
10,
12,
8,
15,
76,
91,
68,
947,
970,
2077,
651,
1883,
471,
206,
162,
399,
620,
307,
228,
72,
119,
92
] |
[
41,
55,
50,
49,
34,
28,
41,
18,
25,
47,
15,
21,
42,
39,
28,
38,
21,
23,
29,
10,
11,
24,
14,
15,
28,
14,
30,
23,
23,
13,
22,
8,
26,
13,
20,
14,
23,
18,
13,
10,
24,
13,
12,
12,
24,
19,
13,
10,
42,
43,
51,
19,
16,
19,
54,
32,
92,
95,
96,
81,
34,
27,
33,
20,
24,
23,
26,
33,
33,
20,
34,
17,
24,
27,
34,
26,
20,
59,
29,
58,
43,
24,
14,
20,
15,
24,
9,
17,
14,
16,
4,
11,
9,
41,
11,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 9100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -56.10%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.89倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 61個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 9100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -56.10%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.89 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 20 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
57,
112,
68,
64,
57,
56,
58,
81,
75,
87,
74,
70,
72,
85,
92,
101,
111,
74,
70,
101,
61,
78,
77,
64,
74,
113,
83,
101,
85,
81,
87,
95,
69,
74,
80,
78,
81,
74,
67,
48,
85,
75,
93,
61,
91,
86,
80,
54,
93,
72,
107,
96,
84,
77,
95,
92,
86,
80,
81,
74,
64,
79,
78,
70,
81,
72,
78,
77,
69,
82,
65,
82,
77,
64,
68,
73,
86,
79,
93,
83,
73,
71,
91,
81,
69,
83,
77,
72,
80,
83,
72,
76,
93,
92,
73,
80,
96,
114,
88,
87,
79,
82,
112,
94,
87,
85,
80,
96,
129,
78,
94,
82,
71,
68,
108,
66,
86,
84,
94,
105,
93,
80,
79,
65,
82,
84,
97,
66,
82,
89,
56,
91,
92,
53,
752,
80,
60,
78,
81,
83,
68,
80,
78,
75,
70,
79,
58,
89,
95,
70,
86,
82,
83,
72,
99,
72,
95,
79,
79,
87,
75,
79,
87,
69,
83,
66,
76,
81,
79,
91,
91,
78,
77,
73,
102,
87,
56,
76,
69,
73,
76,
84,
79,
59,
69,
69,
86,
63,
92,
93,
82,
100,
80,
72,
100,
90,
83,
76,
83,
80,
103,
79,
94,
93,
97,
92,
91,
76,
84,
89,
99,
83,
82,
72,
90,
104,
80,
74,
75,
89,
80,
76,
78,
75,
72,
78,
81,
88,
85,
85,
94,
84,
88,
88,
55,
68,
76,
72,
85,
108,
108,
94,
81,
68,
86,
84,
94,
100,
84,
97,
90,
89,
80,
75,
80,
92,
82,
87,
71,
78,
91,
240,
95,
71,
117,
81,
884,
88,
71,
62,
78,
66,
69,
80,
94,
69,
57,
83,
70,
88,
110,
75,
76,
65,
73,
71,
83,
81,
81,
74,
76,
72,
90,
82,
80,
80,
73,
74,
80,
81,
65,
66,
88,
67,
78,
64,
75,
79,
92,
77,
79,
82,
69,
98,
68,
73,
58,
68,
55,
71,
83,
61,
87,
72,
70,
69,
69,
89,
84,
68,
81,
55,
66,
68,
66,
66,
69,
85,
64,
67,
74,
74,
63,
67,
67,
77,
69,
67,
66,
69,
65,
80,
67,
66,
62,
60,
66,
68,
62,
69,
53,
50,
64,
75,
65,
80,
81,
74,
57,
78,
82,
81,
73,
78,
70,
55,
83,
59,
85,
70,
64,
60,
78,
65,
79,
66,
91,
102,
73,
53,
76,
68,
65,
68,
69,
52,
85,
53,
82,
73,
71,
74,
77,
83,
87,
78,
72,
87,
78,
71,
80,
63,
300,
79,
187,
148,
93,
77,
92,
78,
81,
89,
76,
63,
94,
93,
94,
103,
81,
85,
76,
95,
80,
101,
190,
87,
96,
60,
70,
77,
109,
67,
83,
74,
65,
59,
88,
74,
80,
56,
81,
74,
67,
87,
81,
92,
75,
77,
63,
84,
81,
66,
77,
78,
82,
68,
91,
83,
73,
79,
73,
81,
70,
60,
80,
81,
77,
77,
61,
61,
59,
89,
73,
61,
61,
74,
81,
78,
80,
79,
67,
70,
66,
46,
72,
83,
65,
65,
84,
74,
68,
71,
74,
59,
81,
83,
50,
57,
66,
73,
54,
96
] |
[
79,
82,
91,
70,
87,
73,
72,
71,
64,
68,
71,
70,
118,
78,
80,
66,
74,
89,
68,
84,
83,
87,
195,
317,
171,
417,
300,
244,
106,
66,
60,
66,
85,
364,
61,
384,
215,
225,
58,
67,
66,
91,
79,
63,
61,
80,
72,
80,
68,
63,
67,
94,
71,
59,
97,
84,
96,
69,
71,
60,
69,
68,
71,
68,
369,
393,
218,
230,
77,
69,
68,
61,
72,
90,
69,
72,
65,
67,
62,
64,
61,
65,
68,
85,
50,
78,
86,
65,
69,
77,
82,
112,
73,
98,
362,
202
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 68.42%",
"予測される変化率: [カラム_0] 予測される変化率: 155.70%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.67倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 68.42%",
"Forecasted change rate: [column_0] Forecasted change rate: 155.70%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.67 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 64",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 66 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 66."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
3,
6,
5,
3,
2,
2,
0,
8,
8,
4,
2,
4,
5,
5,
5,
2,
1,
4,
2,
2,
2,
6,
3,
2,
7,
2,
10,
4,
6,
4,
6,
4,
8,
3,
4,
7,
2,
4,
6,
5,
6,
5,
5,
9,
7,
0,
5,
4,
6,
3,
6,
6,
1,
10,
4,
5,
3,
2,
8,
2,
7,
4,
7,
8,
7,
7,
5,
8,
27,
11,
12,
9,
5,
7,
6,
17,
55,
17,
13,
3,
2,
7,
15,
11,
11,
3,
8,
34,
13,
9,
14,
7,
6,
7,
7,
12,
17,
17,
10,
4,
44,
20,
12,
4,
4,
6,
11,
8,
4,
10,
11,
2,
10,
9,
14,
7,
4,
13,
18,
8,
8,
10,
12,
19,
6,
8,
5,
9,
6,
7,
10,
10,
9,
6,
14,
6,
7,
6,
8,
9,
3,
4,
3,
5,
6,
7,
6,
12,
4,
11,
6,
13,
5,
8,
3,
5,
8,
2,
12,
27,
21,
11,
4,
1,
5,
4,
5,
7,
13,
4,
1,
7,
10,
4,
6,
6,
12,
5,
5,
3,
4,
11,
8,
6,
5,
2,
4,
2,
2,
9,
5,
3,
4,
12,
10,
11,
53,
19,
14,
7,
9,
22,
15,
11,
13,
8,
10,
4,
10,
7,
1,
5,
9,
7,
4,
14,
7,
9,
5,
3,
8,
6,
5,
8,
6,
5,
4,
3,
5,
3,
7,
7,
4,
7,
8,
5,
6,
9,
2,
5,
6,
9,
8,
7,
6,
2,
14,
7,
6,
10,
12,
1,
2,
6,
5,
3,
8,
8,
5,
10,
2,
11,
8,
9,
5,
8,
7,
3,
6,
7,
3,
15,
14,
8,
8,
17,
15,
11,
17,
17,
3,
10,
9,
3,
9,
1,
4,
10,
3,
5,
2,
6,
13,
2,
12,
9,
3,
8,
4,
5,
11,
7,
9,
7,
15,
10,
24,
15,
27,
17,
10,
13,
9,
11,
15,
8,
4,
4,
5,
3,
12,
5,
4,
7,
5,
5,
7,
6,
2,
8,
3,
5,
8,
8,
11,
8,
6,
10,
2,
5,
5,
6,
7,
6,
1,
6,
5,
3,
8,
3,
8,
5,
4,
3,
4,
5,
4,
8,
7,
6,
4,
2,
9,
1,
11,
5,
5,
2,
10,
2,
4,
6,
8,
4,
5,
7,
6,
1,
4,
4,
4,
6,
3,
4,
11,
7,
8,
7,
5,
10,
5,
5,
7,
5,
6,
6,
3,
5,
12,
6,
5,
11,
4,
4,
4,
6,
12,
6,
5,
0,
11,
3,
8,
6,
5,
7,
1,
6,
11,
3,
2,
8,
12,
6,
6,
10,
13,
7,
2,
7,
6,
1,
2,
5,
6,
3,
9,
9,
6,
6,
6,
15,
9,
9,
3,
2,
11,
8,
4,
9,
8,
9,
7,
4,
10,
9,
8,
2,
7,
5,
8,
3,
9,
4,
22,
15,
55,
13,
8,
6,
6,
11,
9,
7,
29,
8,
8,
2,
5,
3,
8,
12,
7,
5,
14,
11,
7,
4,
3,
3,
4,
13,
8,
6,
6,
5,
6,
5,
6,
8,
17,
11,
24,
10,
7,
9,
8,
10,
10,
7,
14
] |
[
8,
7,
17,
7,
9,
4,
6,
2,
12,
7,
4,
10,
9,
10,
4,
15,
6,
3,
3,
9,
9,
7,
8,
10,
12,
4,
10,
7,
7,
5,
11,
3,
3,
12,
9,
6,
3,
8,
33,
7,
4,
5,
12,
4,
9,
5,
3,
12,
4,
5,
8,
6,
4,
7,
10,
5,
2,
9,
5,
12,
15,
8,
5,
9,
5,
7,
6,
8,
6,
1,
5,
12,
9,
7,
16,
17,
13,
39,
16,
12,
17,
9,
9,
3,
16,
4,
10,
10,
15,
30,
11,
17,
4,
5,
9,
7
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 366.67%",
"予測される変化率: [カラム_0] 予測される変化率: -12.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.77倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 366.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -12.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.77 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 46 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 46.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
191,
238,
402,
204,
216,
292,
273,
257,
251,
200,
229,
202,
293,
247,
217,
240,
212,
176,
210,
233,
215,
195,
236,
277,
118,
154,
231,
191,
210,
405,
341,
264,
149,
272,
272,
226,
219,
197,
148,
165,
226,
220,
176,
218,
198,
151,
217,
271,
231,
258,
188,
199,
177,
168,
183,
212,
222,
198,
236,
184,
178,
244,
223,
244,
249,
231,
184,
259,
288,
247,
230,
240,
261,
184,
141,
215,
218,
252,
229,
214,
180,
226,
303,
268,
235,
281,
256,
197,
216,
237,
283,
285,
468,
293,
208,
272,
242,
223,
244,
209,
279,
214,
234,
254,
284,
280,
276,
281,
256,
186,
290,
365,
517,
295,
282,
296,
306,
342,
406,
315,
335,
270,
253,
231,
298,
310,
304,
273,
278,
186,
247,
229,
315,
271,
248,
238,
368,
1118,
690,
422,
672,
665,
757,
352,
397,
396,
369,
314,
273,
308,
301,
267,
284,
332,
765,
472,
401,
363,
349,
355,
321,
290,
347,
259,
223,
230,
266,
234,
324,
304,
216,
202,
161,
252,
323,
228,
229,
257,
371,
232,
228,
252,
331,
246,
205,
259,
243,
266,
253,
256,
264,
280,
214,
187,
296,
328,
239,
386,
278,
277,
236,
271,
316,
267,
258,
231,
171,
153,
232,
274,
247,
289,
309,
175,
214,
584,
371,
360,
310,
250,
158,
150,
152,
144,
187,
254,
204,
195,
254,
271,
316,
303,
303,
206,
227,
191,
240,
313,
400,
369,
324,
229,
245,
421,
302,
280,
256,
277,
230,
288,
222,
264,
254,
230,
259,
192,
272,
295,
298,
267,
301,
247,
236,
286,
298,
274,
332,
278,
245,
202,
263,
255,
236,
266,
237,
237,
207,
202,
235,
260,
283,
285,
265,
205,
245,
340,
368,
433,
401,
264,
218,
285,
366,
287,
252,
307,
227,
239,
223,
248,
230,
258,
243,
211,
201,
227,
240,
260,
277,
259,
283,
249,
242,
315,
306,
354,
418,
306,
243,
280,
264,
322,
315,
391,
347,
252,
316,
329,
290,
279,
370,
269,
239,
308,
284,
283,
298,
309,
241,
236,
226,
314,
300,
274,
205,
240,
245,
268,
262,
284,
331,
256,
228,
184,
261,
251,
298,
294,
347,
309,
188,
216,
258,
261,
265,
224,
228,
216,
256,
269,
289,
260,
274,
236,
192,
230,
254,
243,
261,
275,
276,
194,
216,
285,
267,
361,
282,
304,
201,
195,
247,
276,
305,
291,
269,
197,
217,
253,
382,
298,
309,
358,
272,
309,
381,
328,
411,
299,
394,
260,
301,
344,
313,
317,
248,
263,
301,
312,
325,
315,
289,
279,
253,
236,
256,
239,
328,
325,
286,
239,
226,
204,
291,
284,
280,
274,
213,
250,
235,
254,
217,
251,
231,
231,
207,
231,
267,
268,
326,
287,
268,
212,
189,
325,
240,
232,
291,
257,
359,
205,
251,
305,
266,
374,
296,
224,
242,
265,
259,
265,
231,
253,
251,
384,
454,
300,
262,
302,
348,
252,
299,
248,
270,
274,
284,
321,
225,
258,
273,
254,
275,
253,
264,
216,
206,
240,
315,
267,
296,
303,
281,
238,
279,
287,
420,
326,
584,
426,
310,
312,
322,
335
] |
[
292,
301,
217,
276,
326,
279,
358,
357,
332,
281,
268,
316,
363,
269,
291,
300,
274,
471,
464,
317,
317,
411,
357,
254,
219,
256,
280,
333,
524,
346,
309,
234,
274,
345,
350,
311,
258,
255,
262,
265,
285,
337,
421,
832,
731,
500,
488,
554,
797,
9379,
4006,
1158,
731,
598,
526,
770,
545,
567,
344,
381,
379,
372,
440,
293,
239,
166,
202,
258,
247,
270,
317,
283,
295,
250,
313,
372,
367,
344,
311,
286,
315,
351,
351,
356,
358,
290,
291,
245,
332,
337,
318,
338,
314,
330,
241,
364
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 75.39%",
"予測される変化率: [カラム_0] 予測される変化率: 24.66%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.33倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 75.39%",
"Forecasted change rate: [column_0] Forecasted change rate: 24.66%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.33 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
272,
165,
201,
217,
350,
242,
292,
280,
253,
242,
259,
336,
239,
242,
262,
301,
367,
267,
276,
362,
345,
406,
323,
218,
391,
399,
329,
307,
265,
266,
306,
224,
349,
375,
334,
325,
437,
287,
306,
280,
351,
377,
338,
319,
359,
374,
351,
323,
329,
342,
277,
366,
309,
382,
382,
292,
314,
328,
357,
292,
351,
336,
260,
342,
536,
440,
511,
628,
509,
395,
383,
331,
273,
401,
396,
324,
334,
245,
289,
400,
358,
398,
556,
719,
624,
451,
503,
664,
758,
570,
511,
440,
278,
414,
353,
389,
317,
420,
356,
324,
333,
320,
340,
422,
364,
245,
295,
236,
327,
303,
430,
284,
320,
321,
331,
522,
378,
382,
407,
375,
422,
464,
522,
562,
641,
925,
799,
820,
1008,
1292,
1578,
1543,
1481,
1357,
1368,
838,
1000,
1136,
846,
998,
950,
912,
966,
1188,
1583,
1531,
909,
631,
628,
520,
648,
827,
735,
592,
557,
596,
645,
524,
748,
627,
508,
428,
701,
596,
524,
631,
464,
504,
419,
505,
572,
532,
454,
589,
475,
513,
366,
380,
427,
500,
428,
470,
361,
231,
360,
498,
636,
574,
489,
520,
432,
404,
616,
660,
507,
393,
416,
388,
359,
397,
466,
409,
453,
415,
326,
458,
517,
536,
469,
415,
388,
378,
384,
381,
353,
371,
382,
361,
354,
362,
410,
345,
538,
438,
429,
539,
644,
748,
676,
771,
648,
586,
736,
735,
723,
721,
572,
573,
557,
488,
465,
524,
623,
555,
493,
451,
558,
508,
527,
654,
508,
458,
357,
287,
400,
395,
414,
350,
476,
315,
483,
488,
444,
434,
481,
512,
390,
343,
366,
335,
328,
403,
495,
352,
339,
344,
346,
307,
447,
345,
355,
304,
295,
331,
372,
291,
222,
314,
256,
248,
236,
263,
286,
221,
298,
279,
262,
281,
263,
277,
309,
311,
269,
387,
325,
330,
376,
811,
412,
360,
343,
335,
392,
408,
321,
332,
404,
549,
500,
377,
464,
335,
395,
286,
364,
353,
426,
465,
361,
384,
287,
367,
511,
513,
372,
271,
346,
464,
434,
391,
545,
706,
804,
562,
575,
593,
769,
947,
699,
652,
472,
1276,
746,
724,
1086,
2642,
2195,
1502,
969,
818,
934,
718,
816,
974,
923,
697,
775,
1138,
1040,
973,
1092,
836,
1651,
819,
722,
665,
592,
714,
442,
417,
389,
448,
498,
765,
502,
421,
465,
467,
470,
494,
563,
670,
529,
517,
508,
520,
537,
578,
855,
582,
617,
705,
821,
839,
902,
711,
573,
745,
657,
713,
766,
1052,
1206,
1588,
1491,
1454,
1404,
1131,
1205,
982,
903,
793,
653,
700,
755,
797,
836,
665,
597,
656,
8508,
6439,
6623,
6145,
2809,
2165,
2188,
2083,
1911,
2238,
1741,
1808,
1420,
2710,
4759,
11746,
5644,
3914,
3431,
3658,
2228,
2158,
1854,
1606,
1301,
1254,
1113,
983,
1073,
1045,
1004,
929,
827,
730,
581,
590,
762,
684,
663,
472,
446,
480,
565,
555,
477,
465,
452,
386,
464,
383,
356,
317,
370,
347,
378,
441,
409,
369,
371,
1013,
478,
415,
400,
536,
543,
516,
478,
383,
252,
379,
292,
401,
406,
273,
266,
347,
238,
312,
316,
497,
302,
316
] |
[
259,
342,
285,
293,
264,
244,
253,
396,
282,
338,
381,
263,
289,
247,
317,
272,
204,
260,
192,
266,
270,
198,
179,
202,
222,
353,
353,
256,
236,
209,
206,
298,
256,
326,
227,
289,
313,
320,
266,
200,
262,
235,
205,
209,
249,
284,
307,
270,
249,
232,
346,
273,
332,
265,
214,
254,
191,
190,
216,
296,
261,
208,
294,
290,
245,
181,
231,
222,
248,
160,
225,
216,
274,
317,
231,
250,
203,
261,
189,
288,
245,
228,
214,
234,
233,
291,
262,
290,
223,
233,
160,
190,
233,
241,
242,
217
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 16.18%",
"予測される変化率: [カラム_0] 予測される変化率: -16.22%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 61個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 16.18%",
"Forecasted change rate: [column_0] Forecasted change rate: -16.22%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.39 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
965,
886,
979,
1190,
2069,
1733,
1190,
1067,
1018,
912,
1308,
2070,
1523,
962,
961,
847,
943,
1135,
1922,
1597,
1766,
1152,
898,
1015,
1176,
1764,
1387,
1039,
1031,
907,
962,
1034,
1600,
1128,
862,
796,
897,
1011,
1250,
1817,
1387,
934,
768,
775,
787,
1080,
2870,
1637,
988,
922,
849,
1041,
1050,
1769,
1109,
886,
777,
895,
1037,
1255,
1403,
1162,
689,
966,
772,
708,
1043,
1454,
1037,
618,
555,
636,
664,
860,
1242,
894,
595,
760,
609,
653,
775,
1144,
878,
545,
479,
557,
703,
853,
1186,
727,
630,
505,
426,
4303,
3482,
2835,
1405,
971,
825,
750,
1036,
2606,
2125,
2065,
942,
768,
636,
783,
1335,
1625,
896,
549,
783,
536,
688,
1043,
1367,
814,
620,
507,
407,
523,
747,
1174,
988,
572,
457,
468,
454,
781,
1729,
765,
466,
410,
399,
437,
602,
828,
620,
473,
405,
426,
441,
599,
8245,
4931,
764,
1148,
4580,
2176,
2651,
3476,
7565,
3022,
1409,
799,
2656,
3632,
1405,
2944,
4210,
1095,
562,
944,
1368,
1290,
2257,
729,
1535,
2750,
901,
1947,
3884,
1124,
677,
611,
2622,
1046,
1339,
1330,
4484,
1030,
1227,
1757,
882,
1287,
1494,
2171,
933,
1638,
1254,
2312,
1343,
2170,
3045,
899,
812,
767,
759,
1016,
1340,
976,
939,
995,
805,
1933,
1091,
1282,
942,
732,
726,
675,
766,
1068,
1328,
940,
787,
604,
1446,
654,
1828,
2399,
858,
1691,
752,
1155,
1348,
924,
2731,
929,
935,
1225,
523,
941,
2497,
1521,
1533,
548,
869,
626,
1380,
1208,
1712,
1592,
869,
674,
602,
747,
1553,
1457,
947,
535,
455,
584,
577,
806,
1118,
725,
506,
456,
474,
527,
1305,
968,
823,
705,
594,
692,
774,
765,
2013,
784,
512,
697,
445,
1020,
626,
833,
519,
314,
344,
425,
510,
547,
775,
467,
726,
1478,
545,
561,
649,
885,
569,
469,
492,
783,
441,
678,
1030,
1099,
587,
565,
475,
553,
650,
859,
625,
544,
702,
927,
479,
591,
768,
606,
994,
613,
434,
433,
1585,
757,
668,
699,
622,
584,
585,
902,
822,
929,
672,
497,
536,
528,
871,
994,
764,
767,
719,
828,
553,
662,
815,
620,
579,
475,
463,
372,
582,
826,
2179,
587,
594,
515,
447,
562,
1601,
587,
570,
422,
361,
414,
538,
604,
1027,
583,
622,
1121,
1013,
779,
819,
737,
799,
569,
495,
438,
514,
651,
598,
597,
471,
460,
424,
439,
605,
503,
472,
485,
420,
369,
470,
609,
939,
532,
437,
378,
404,
464,
567,
482,
605,
384,
370,
358,
352,
526,
454,
383,
345,
294,
392,
456,
440,
537,
441,
375,
317,
347,
516,
609,
489,
441,
496,
369,
399,
553,
669,
467,
433,
493,
382,
326,
387,
678,
427,
379,
378,
353,
430,
400,
602,
566,
427,
380,
358,
396,
455,
650,
490,
350,
359,
332,
459,
411,
651,
3551,
550,
1930,
505,
416,
1352,
1553,
563,
386,
452,
416,
431,
3750,
799,
677,
468,
673,
414,
425,
539,
636,
509,
374,
331,
690,
390,
588,
659,
899,
510,
613,
392,
453,
447,
2652,
456,
521,
403,
847,
380,
589,
631,
506,
386,
305,
344,
598,
744,
678,
913,
914,
552,
659,
878,
1807,
1692,
921,
808,
713
] |
[
1145,
785,
1489,
2203,
1290,
728,
586,
556,
918,
1724,
2187,
1260,
1068,
732,
892,
1232,
1097,
1077,
669,
1030,
1029,
2900,
1673,
1900,
939,
1129,
612,
454,
548,
549,
1473,
1691,
898,
1980,
2615,
839,
831,
740,
1613,
3816,
822,
617,
661,
732,
4551,
2611,
2184,
839,
2147,
668,
706,
931,
2719,
800,
647,
1611,
996,
549,
750,
2405,
2802,
777,
544,
420,
542,
1580,
4438,
820,
523,
807,
463,
509,
670,
832,
1543,
459,
379,
372,
806,
765,
925,
517,
1679,
5408,
6365,
7542,
13201,
17636,
11507,
6264,
5494,
5001,
5174,
7842,
10676,
7247
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -26.11%",
"予測される変化率: [カラム_0] 予測される変化率: 532.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.25倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -26.11%",
"Forecasted change rate: [column_0] Forecasted change rate: 532.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.25 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
17,
176,
170,
156,
181,
201,
213,
207,
288,
196,
201,
198,
187,
224,
148,
171,
157,
162,
154,
146,
138,
172,
176,
141,
172,
146,
162,
136,
145,
170,
161,
148,
166,
129,
142,
145,
157,
149,
116,
158,
135,
153,
135,
121,
151,
139,
133,
142,
195,
155,
181,
210,
150,
172,
163,
157,
152,
141,
132,
152,
130,
124,
145,
189,
152,
153,
204,
198,
148,
155,
146,
176,
194,
169,
177,
149,
150,
138,
172,
183,
168,
182,
165,
155,
156,
163,
72,
67,
67,
68,
77,
78,
60,
91,
73,
67,
75,
63,
74,
73,
76,
79,
67,
64,
61,
65,
64,
73,
78,
108,
69,
69,
68,
76,
101,
74,
70,
56,
68,
61,
44,
79,
77,
75,
69,
53,
68,
53,
52,
53,
90,
69,
59,
55,
46,
39,
38,
37,
31,
41,
53,
29,
36,
44,
32,
30,
37,
50,
49,
61,
52,
39,
48,
51,
49,
36,
55,
58,
37,
32,
54,
58,
35,
54,
59,
43,
46,
35,
46,
52,
47,
62,
48,
38,
36,
34,
53,
43,
36,
52,
46,
43,
37,
44,
50,
50,
42,
33,
57
] |
[
46,
47,
43,
28,
43,
52,
38,
52,
43,
55,
52,
37,
54,
37,
51,
36,
48,
42,
38,
41,
49,
40,
41,
39,
30,
49,
27,
42,
30,
49,
25,
24,
44,
34,
50,
42,
57,
42,
28,
52,
51,
40,
57,
37,
44,
50,
61,
36,
29,
51,
46,
44,
43,
45,
37,
38,
41,
39,
33,
36,
38,
34,
39,
45,
32,
35,
36,
29,
43,
42,
55,
45,
56,
62,
65,
53,
44,
41,
63,
51,
64,
52,
51,
42,
56,
46,
55,
39,
47,
47,
40,
39,
45,
48,
41,
43
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 235.29%",
"予測される変化率: [カラム_0] 予測される変化率: -6.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.43倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 66個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 235.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.43 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 66",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 86 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 86.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
39,
43,
44,
19,
28,
51,
57,
46,
43,
38,
27,
37,
63,
50,
45,
34,
36,
28,
47,
42,
70,
43,
47,
37,
29,
27,
39,
43,
34,
29,
29,
18,
24,
28,
35,
26,
30,
27,
26,
17,
28,
42,
44,
41,
26,
17,
16,
29,
24,
35,
28,
22,
20,
23,
38,
36,
33,
22,
36,
18,
24,
32,
30,
29,
34,
26,
17,
20,
47,
26,
27,
42,
29,
22,
26,
32,
38,
27,
32,
24,
14,
27,
42,
43,
36,
44,
22,
12,
15,
40,
36,
25,
31,
32,
28,
23,
50,
38,
38,
33,
19,
18,
24,
45,
40,
42,
43,
43,
17,
29,
28,
36,
51,
46,
34,
15,
36,
46,
59,
54,
55,
29,
22,
36,
56,
29,
48,
31,
33,
22,
38,
37,
42,
42,
42,
25,
29,
15,
39,
26,
45,
49,
44,
26,
36,
44,
49,
42,
48,
31,
29,
35,
44,
32,
46,
48,
42,
15,
19,
48,
37,
26,
37,
44,
30,
42,
47,
44,
37,
29,
31,
18,
18,
31,
16,
25,
7,
7,
10,
15,
24,
31,
28,
20,
16,
37,
24,
45,
63,
52,
40,
30,
26,
33,
46,
44,
50,
36,
46,
33,
45,
62,
71,
50,
60,
39,
36,
34,
51,
54,
42,
62,
37,
33,
38,
31,
34,
46,
47,
29,
36,
37,
58,
28,
52,
32,
28,
28,
29,
63,
28,
62,
37,
31,
22,
35,
47,
58,
57,
52,
28,
41,
25,
73,
40340,
80589,
38812,
27039,
27,
33,
21207,
3640,
820,
343,
174,
31,
42,
141,
102,
401,
360,
173,
22,
41,
441,
350,
364,
232,
27,
24,
19,
25,
445,
405,
291,
183,
31,
25,
387,
402,
314,
85,
270,
29,
32,
65,
275,
344,
266,
61,
18,
31,
229,
285,
291,
201,
229,
13,
42,
128,
112,
336,
30,
199,
33,
38,
128,
123,
283,
28,
85,
14,
21,
258,
407,
101,
365,
326,
30,
14,
30,
383,
201,
311,
292,
32,
26,
170,
111,
203,
34,
113,
24,
25,
152,
289,
211,
291,
126,
23,
34,
310,
286,
113,
271,
219,
20,
39,
274,
329,
322,
312,
189,
20,
27,
271,
294,
261,
237,
267,
26,
41,
265,
294,
194,
268,
260,
21,
35,
319,
251,
348,
127,
269,
26,
24,
241,
284,
286,
270,
176,
30,
54,
282,
212,
215,
315,
244,
29,
15,
296,
299,
270,
253,
54,
7,
26,
192,
237,
242,
217,
216,
18,
19,
149,
232,
208,
176,
245,
11,
16,
47,
56,
88,
55,
75,
21,
18,
131,
143,
54,
73,
59,
12,
6,
65,
103,
123,
134,
378,
16,
11,
53,
217,
52,
319,
169,
20,
27,
235,
319,
52,
53,
244,
22,
25,
48,
46,
58,
217,
34,
16,
33,
266,
199,
172,
267,
268,
11,
15,
34,
100,
253,
315,
265,
31,
34,
170,
297,
280,
262,
271,
13,
16,
189,
310,
246,
69,
204,
17,
25,
65,
113,
208,
448,
286,
8,
19,
42,
27,
280,
334,
55,
26,
15,
69,
248,
88,
240,
258,
35,
32,
145,
228,
339,
283,
280,
20,
26,
294,
284,
83
] |
[
323,
423,
20,
27,
93,
272,
220,
254,
251,
28,
31,
228,
234,
101,
80,
96,
33,
35,
48,
82,
56,
50,
33,
43,
32,
76,
54,
27,
27,
25,
8,
11,
10,
31,
32,
20,
15,
16,
8,
54,
36,
53,
66,
39,
43,
43,
53,
47,
68,
139,
64,
44,
38,
70,
63,
83,
42,
60,
38,
29,
86,
90,
80,
51,
78,
31,
39,
62,
69,
80,
45,
45,
38,
31,
51,
56,
111,
90,
32,
33,
27,
102,
98,
75,
75,
236,
44,
30,
46,
61,
115,
67,
35,
19,
24,
44
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 112.82%",
"予測される変化率: [カラム_0] 予測される変化率: -86.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の9.49倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 112.82%",
"Forecasted change rate: [column_0] Forecasted change rate: -86.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 9.49 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
273,
286,
252,
924,
891,
417,
314,
329,
270,
284,
1166,
1115,
424,
883,
428,
382,
315,
955,
1084,
608,
391,
503,
350,
247,
1025,
990,
701,
486,
3877,
414,
346,
531,
1774,
787,
714,
634,
628,
528,
1463,
1161,
1242,
2114,
1235,
493,
487,
1673,
1680,
1577,
1465,
451,
304,
343,
1582,
1460,
844,
828,
1005,
541,
721,
1269,
1776,
898,
601,
644,
537,
442,
1116,
1313,
640,
515,
761,
1530,
2198,
1249,
1975,
1311,
953,
792,
840,
560,
2433,
2753,
1379,
1124,
913,
611,
540,
3292,
3749,
1555,
961,
711,
719,
937,
2604,
1137,
670,
639,
1478,
5072,
2475,
5254,
2618,
2185,
1363,
796,
666,
1380,
5475,
3099,
1491,
1283,
897,
773,
866,
2552,
1557,
2125,
895,
743,
809,
737,
1463,
1261,
817,
825,
691,
555,
501,
3042,
2597,
1095,
784,
1272,
3615,
968,
1976,
1877,
2171,
1799,
1503,
1071,
898,
4930,
1709,
1315,
803,
910,
826,
4225,
2147,
3350,
1114,
709,
735,
581,
712,
1725,
1376,
904,
734,
486,
486,
871,
5112,
3413,
2089,
1564,
1424,
945,
812,
1220,
2445,
828,
1373,
1159,
645,
554,
672,
645,
556,
645,
6530,
1463,
875,
816,
1196,
739,
573,
641,
555,
492,
693,
656,
648,
474,
385,
444,
401,
557,
541,
341,
360,
473,
402,
345,
560,
610,
485,
743,
729,
554,
726,
645,
1032,
765,
1130,
944,
702,
624,
856,
9559,
5262,
3404,
2301,
2288,
1267,
1821,
1964,
4317,
1554,
1093,
913,
2008,
1365,
1324,
796,
727,
872,
1094,
1026,
967,
1188,
999,
901,
1519,
13851,
2278,
1767,
2918,
2708,
1584,
1560,
1356,
1003,
2038,
1639,
1462,
1396,
1209,
1351,
1120,
19205,
3202,
1741,
942,
2926,
1457,
959,
1631,
1805,
1467,
914,
846,
789,
644,
895,
3261,
1128,
819,
686,
727,
542,
613,
840,
659,
551,
789,
3492,
1465,
1551,
2588,
1108,
6384,
1151,
765,
590,
1306,
929,
613,
10260,
2770,
1393,
1022,
4028,
1111,
778,
6033,
2294,
4208,
1629,
1162,
1364,
980,
784,
664,
651,
496,
641,
588,
733,
521,
1094,
822,
544,
610,
846,
550,
599,
2275,
426,
455,
554,
646,
661,
614,
5617,
908,
612,
755,
1374,
1065,
648,
593,
522,
702,
595,
829,
551,
1212,
1338,
19180,
8466,
5446,
3801,
1948,
1669,
1426,
1083,
1046,
2101,
1815,
1502,
1185,
2931,
864,
758,
1388,
1000,
822,
764,
684,
525,
625,
988,
838,
976,
861,
557,
1066,
1828,
1688,
1084,
917,
674,
559,
596,
1315,
1305,
1231,
793,
689,
762,
878,
2269,
1777,
1434,
1253,
2711,
2371,
1029,
1290,
1318,
1135,
2593,
1312,
794,
975,
1056,
1305,
1090,
935,
2070,
1031,
772,
1910,
1826,
1276,
1315,
1616,
1500,
1126,
4991,
2910,
1985,
1626,
1322,
820,
740,
1271,
1220,
954,
655,
686,
4256,
1545,
1824,
1407,
1421,
2421,
833,
664,
567,
1197,
1226,
1717,
1135,
668,
524,
680,
1644,
1298,
2141,
916,
1240,
2827,
1178,
884,
1050,
1021,
649,
533,
511,
403,
393,
681,
929,
964,
693,
467,
529,
1149,
1325,
1042,
757,
644,
543,
558,
593,
628,
782,
670,
503,
400,
332,
470,
1028,
574,
463,
414,
354,
401,
6872,
2128,
1400,
1282,
809,
660,
6180,
1284,
1081,
1376,
930,
4345,
999,
1957,
1034,
1094,
1030,
818,
641,
757
] |
[
630,
757,
711,
2998,
13755,
5066,
4115,
1958,
1576,
6164,
3282,
2192,
8449,
4898,
2308,
1926,
2660,
4054,
1517,
3576,
2740,
2599,
1771,
3512,
2049,
1622,
6047,
4068,
2948,
2201,
1818,
1649,
1357,
15857,
3312,
1886,
1333,
1282,
1617,
1301,
1487,
1352,
3970,
3793,
3009,
4941,
3004,
1582,
1357,
1192,
1393,
1888,
2662,
1397,
1370,
1233,
827,
918,
1144,
2291,
1193,
851,
781,
840,
730,
883,
2396,
1268,
920,
979,
1268,
986,
3507,
2261,
1706,
1652,
2430,
24852,
3302,
2572,
8933,
4180,
2024,
1279,
3417,
1594,
11806,
7177,
6494,
2095,
1058,
1523,
1637,
1773,
1534,
1137
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 177.29%",
"予測される変化率: [カラム_0] 予測される変化率: 80.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.30倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 177.29%",
"Forecasted change rate: [column_0] Forecasted change rate: 80.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.30 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 80 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
86,
64,
89,
70,
95,
80,
73,
65,
68,
78,
74,
67,
81,
71,
75,
72,
56,
62,
95,
73,
90,
69,
67,
55,
56,
64,
91,
84,
74,
70,
68,
57,
70,
78,
119,
82,
78,
81,
70,
107,
79,
90,
78,
76,
82,
71,
106,
73,
75,
95,
63,
70,
93,
119,
114,
98,
89,
99,
55,
67,
94,
77,
93,
71,
90,
74,
71,
67,
93,
73,
59,
57,
50,
69,
88,
100,
68,
69,
80,
84,
52,
76,
68,
72,
78,
65,
76,
76,
92,
92,
55,
90,
59,
71,
99,
74,
59,
94,
73,
93,
77,
66,
85,
108,
118,
87,
86,
86,
90,
100,
102,
119,
116,
77,
67,
69,
88,
88,
111,
123,
106,
108,
72,
88,
260,
234,
151,
153,
122,
142,
303,
193,
116,
135,
103,
81,
78,
85,
74,
68,
69,
90,
114,
88,
104,
102,
94,
74,
85,
99,
169,
103,
100,
88,
70,
94,
89,
104,
87,
60,
109,
119,
60,
92,
71,
100,
129,
104,
116,
78,
53,
63,
296,
171,
138,
152,
72,
152,
96,
100,
98,
158,
101,
80,
141,
121,
100,
191,
125,
106,
136,
96,
93,
166,
107,
104,
102,
84,
101,
102,
130,
122,
128,
117,
96,
105,
104,
98,
116,
89,
100,
78,
83,
91,
106,
111,
129,
87,
110,
93,
84,
106,
107,
143,
100,
105,
104,
92,
141,
118,
95,
93,
106,
118,
134,
243,
275,
152,
172,
115,
89,
139,
187,
161,
127,
100,
104,
93,
102,
102,
118,
72,
104,
79,
112,
85,
111,
124,
98,
110,
94,
124,
111,
150,
107,
89,
121,
77,
97,
89,
99,
148,
93,
105,
81,
93,
82,
106,
84,
136,
81,
88,
89,
85,
81,
104,
73,
74,
82,
85,
81,
98,
90,
224,
156,
101,
179,
236,
109,
108,
80,
161,
121,
81,
89,
164,
98,
80,
120,
100,
118,
86,
85,
91,
83,
205,
106,
90,
126,
95,
122,
114,
140,
104,
81,
80,
156,
103,
123,
112,
89,
85,
75,
128,
107,
86,
105,
83,
68,
85,
82,
84,
70,
94,
84,
78,
67,
216,
119,
99,
90,
86,
89,
78,
70,
109,
64,
78,
79,
60,
60,
100,
92,
125,
112,
98,
80,
74,
66,
82,
77,
79,
57,
82,
63,
66,
102,
79,
76,
115,
72,
89,
100,
73,
113,
100,
84,
67,
82,
79,
93,
112,
84,
214,
105,
149,
94,
95,
77,
72,
103,
125,
73,
82,
118,
89,
126,
72,
66,
70,
58,
96,
77,
68,
63,
65,
66,
86,
108,
114,
55,
80,
62,
66,
87,
113,
74,
72,
93,
66,
86,
79,
103,
61,
81,
61,
111,
69,
86,
97,
109,
77,
64,
79,
66,
72,
88,
84,
96,
74,
102,
93,
111,
83,
320,
648,
527,
250,
221,
300,
172,
147,
177,
135,
125,
160,
132,
146,
132,
337,
218,
102,
97,
151,
131,
141,
105,
89,
64,
66,
102,
123,
97,
100,
83,
71,
103,
80,
109,
115,
138,
107,
63,
98,
120,
139,
94,
85,
79,
84,
96,
109,
111,
92,
92,
79,
80,
76,
81,
97,
119,
94
] |
[
87,
97,
91,
87,
106,
130,
138,
115,
83,
117,
97,
89,
87,
261,
260,
204,
208,
12662,
5332,
1113,
484,
361,
3893,
543,
422,
324,
307,
216,
152,
153,
124,
154,
176,
177,
152,
143,
180,
146,
133,
181,
141,
122,
139,
152,
112,
191,
145,
135,
130,
121,
113,
91,
138,
102,
108,
100,
96,
150,
122,
135,
119,
121,
87,
116,
121,
107,
107,
115,
91,
83,
89,
68,
98,
182,
163,
103,
101,
99,
97,
90,
168,
112,
124,
146,
103,
115,
103,
118,
108,
125,
140,
165,
133,
151,
157,
148
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 9.30%",
"予測される変化率: [カラム_0] 予測される変化率: 70.11%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.93倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 9.30%",
"Forecasted change rate: [column_0] Forecasted change rate: 70.11%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.93 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 78 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 78.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
453,
756,
421,
200,
202,
252,
1170,
464,
461,
332,
190,
177,
556,
587,
1320,
568,
334,
255,
2620,
1300,
772,
590,
1151,
584,
358,
357,
664,
900,
481,
438,
502,
229,
728,
344,
469,
879,
399,
462,
408,
440,
357,
451,
572,
548,
573,
233,
225,
264,
340,
336,
284,
325,
156,
175,
279,
583,
281,
390,
367,
143,
170,
288,
171,
205,
177,
229,
133,
153,
468,
518,
453,
412,
340,
187,
172,
325,
256,
585,
321,
245,
124,
118,
175,
153,
120,
391,
292,
133,
125,
361,
257,
317,
504,
513,
129,
249,
381,
475,
473,
374,
406,
276,
155,
195,
395,
529,
332,
345,
171,
150,
354,
435,
290,
343,
292,
198,
148,
246,
230,
266,
252,
260,
166,
123,
280,
467,
305,
336,
435,
204,
171,
259,
267,
243,
385,
299,
167,
146,
220,
306,
349,
2913,
4303,
1607,
1290,
819,
457,
390,
289,
432,
206,
240,
289,
266,
311,
372,
265,
167,
177,
224,
382,
444,
365,
715,
249,
209,
227,
288,
241,
315,
236,
105,
180,
221,
246,
1696,
1710,
854,
232,
302,
176,
143,
232,
2253,
1123,
642,
540,
425,
528,
468,
629,
482,
276,
465,
611,
421,
361,
383,
285,
152,
176,
504,
555,
340,
397,
861,
280,
274,
305,
472,
582,
572,
772,
237,
191,
428,
378,
939,
413,
390,
176,
225,
296,
332,
348,
495,
383,
205,
159,
364,
315,
449,
584,
435,
264,
282,
24833,
4107,
1679,
2008,
1097,
670,
537,
684,
518,
537,
560,
626,
923,
484,
423,
407,
466,
404,
1245,
284,
218,
308,
948,
439,
1149,
428,
226,
222,
502,
425,
391,
690,
742,
449,
311,
397,
383,
370,
300,
564,
229,
276,
505,
917,
462,
948,
483,
156,
405,
744,
878,
694,
1178,
544,
309,
247,
508,
709,
404,
555,
411,
148,
181,
523,
347,
404,
347,
697,
198,
141,
579,
804,
598,
1099,
14145,
5895,
1696,
1119,
836,
681,
1056,
707,
333,
290,
789,
562,
409,
515,
671,
283,
348,
409,
6804,
917,
595,
464,
264,
226,
890,
350,
461,
652,
912,
444,
286,
430,
517,
655,
528,
571,
242,
251,
586,
555,
1137,
606,
618,
215,
169,
607,
667,
765,
726,
783,
159,
142,
494,
419,
1141,
511,
384,
213,
167,
274,
906,
1045,
2387,
747,
292,
867,
850,
572,
585,
465,
398,
157,
185,
181,
324,
704,
1169,
560,
257,
248,
820,
395,
503,
2162,
878,
255,
412,
443,
662,
600,
501,
404,
165,
213,
391,
279,
480,
544,
376,
145,
111,
775,
445,
476,
1255,
430,
222,
233,
54229,
9182,
2815,
1557,
1440,
1202,
772,
1307,
958,
834,
646,
931,
423,
366,
572,
981,
831,
1462,
784,
311,
413,
831,
631,
1195,
677,
539,
281,
314,
630,
479,
515,
668,
728,
375,
355,
583,
539,
770,
589,
595,
206,
208,
518,
411,
499,
386,
332,
758,
225,
159,
348,
543,
1686,
462,
196,
181,
5131,
757,
485,
562,
794,
216,
143,
410,
381,
268,
787,
455,
146,
147,
343,
458,
385,
321,
442,
147,
206,
897,
1453,
2993,
529,
889,
433,
696,
492,
536,
705,
599,
775,
299,
197,
1598,
947,
917
] |
[
500,
481,
813,
275,
602,
465,
395,
494,
281,
149,
219,
308,
333,
664,
626,
328,
156,
126,
251,
303,
390,
295,
382,
176,
167,
338,
286,
470,
391,
579,
140,
166,
270,
301,
511,
141,
198,
108,
138,
109,
125,
133,
681,
395,
131,
145,
1802,
351,
363,
354,
1238,
218,
267,
367,
400,
1511,
955,
1119,
405,
309,
547,
535,
925,
469,
689,
155,
326,
385,
555,
997,
499,
315,
276,
148,
443,
364,
400,
555,
752,
150,
185,
1104,
552,
384,
399,
340,
144,
149,
389,
351,
425,
408,
358,
163,
174,
336
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 102.43%",
"予測される変化率: [カラム_0] 予測される変化率: -32.80%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.62倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 102.43%",
"Forecasted change rate: [column_0] Forecasted change rate: -32.80%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.62 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
58,
58,
43,
61,
74,
43,
52,
35,
31,
41,
67,
187,
65,
60,
50,
49,
42,
54,
77,
65,
59,
49,
53,
46,
79,
48,
48,
52,
35,
34,
30,
29,
52,
34,
38,
39,
45,
49,
66,
61,
51,
60,
56,
45,
66,
44,
51,
59,
35,
44,
37,
35,
48,
71,
38,
70,
60,
50,
42,
57,
62,
81,
63,
50,
58,
58,
46,
74,
68,
62,
64,
55,
82,
73,
112,
57,
60,
51,
74,
81,
125,
79,
81,
62,
62,
54,
46,
64,
86,
66,
60,
60,
94,
100,
241,
233,
116,
86,
74,
68,
60,
93,
138,
145,
60,
64,
106,
81,
154,
80,
78,
94,
76,
80,
94,
169,
206,
131,
92,
146,
95,
71,
181,
300,
156,
180,
104,
100,
274,
525,
341,
211,
155,
116,
98,
105,
171,
165,
103,
100,
84,
120,
101,
206,
239,
958,
278,
132,
126,
290,
861,
747,
344,
222,
198,
198,
178,
214,
270,
151,
131,
157,
161,
413,
544,
1892,
862,
763,
732,
588,
683,
665,
835,
595,
639,
904,
1379,
4635,
14057,
9673,
3085,
925,
608,
486,
336,
427,
424,
288,
293,
296,
185,
149,
382,
238,
213,
126,
129,
85,
119,
117,
133,
77,
60,
55,
90,
66,
106,
123,
94,
61,
92,
63,
93,
82,
140,
55,
84,
63,
30,
32,
138,
102,
58,
57,
68,
126,
54,
74,
110,
76,
75,
64,
205,
238,
377,
318,
125,
84,
83,
69,
92,
86,
76,
73,
41,
52,
48,
63,
111,
90,
54,
60,
57,
48,
45,
53,
66,
29,
103,
59,
47,
54,
97,
205,
154,
122,
82,
55,
55,
115,
100,
67,
61,
55,
164,
194,
258,
411,
224,
94,
211,
200,
77,
113,
107,
61,
72,
80,
50,
39,
75,
101,
57,
54,
65,
53,
75,
114,
112,
68,
73,
88,
78,
127,
77,
85,
73,
82,
89,
87,
62,
80,
94,
50,
57,
51,
44,
52,
76,
66,
64,
48,
59,
62,
57,
52,
43,
106,
39,
50,
66,
73,
66,
55,
72,
115,
52,
78,
51,
41,
57,
34,
50,
47,
28,
43,
52,
65,
46,
54,
32,
36,
26,
40,
52,
49,
41,
55,
51,
49,
61,
65,
50,
53,
62,
46,
60,
71,
62,
36,
57,
40,
27,
87,
59,
73,
28,
41,
33,
48,
40,
103,
49,
38,
38,
23,
31,
30,
38,
32,
39,
32,
36,
19,
36,
80,
67,
38,
54,
36,
43,
44,
47,
65,
63,
65,
86,
68,
52,
41,
41,
37,
40,
38,
55,
37,
47,
47,
32,
46,
43,
27,
31,
63,
35,
50,
39,
47,
81,
52,
84,
52,
53,
28,
45,
47,
56,
73,
86,
88,
63,
56,
40,
52,
74,
67,
72,
48,
50,
50,
58,
77,
115,
69,
60,
65,
54,
109,
230,
145,
94,
83,
82,
70,
79,
131,
167,
156,
105,
73,
59,
77,
124,
99,
86,
84,
84,
78,
66,
221,
308,
140,
90,
101,
120,
143,
309,
323,
152,
134,
106,
133,
140,
257,
276,
144,
92,
89,
106,
199,
360,
439,
275,
174,
127,
92,
150,
230,
501,
224,
163,
142
] |
[
129,
312,
696,
955,
242,
190,
117,
182,
161,
243,
187,
153,
174,
321,
239,
248,
495,
936,
587,
661,
574,
450,
418,
573,
701,
532,
775,
3606,
1223,
3577,
6722,
20354,
3273,
1187,
482,
455,
466,
473,
229,
285,
233,
227,
207,
125,
200,
231,
197,
131,
138,
120,
97,
196,
117,
99,
89,
90,
109,
108,
120,
109,
79,
99,
89,
103,
78,
102,
82,
93,
70,
91,
77,
60,
98,
114,
100,
236,
111,
87,
84,
132,
129,
174,
108,
86,
325,
298,
550,
459,
165,
154,
145,
152,
182,
290,
221,
100
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 144.83%",
"予測される変化率: [カラム_0] 予測される変化率: -22.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.49倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 144.83%",
"Forecasted change rate: [column_0] Forecasted change rate: -22.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.49 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1806,
1750,
1571,
1709,
1819,
1856,
1852,
1795,
1735,
1670,
1868,
1784,
1879,
1882,
1700,
1822,
1773,
2073,
1817,
1840,
1793,
1830,
1869,
1759,
1760,
1790,
1792,
1607,
1819,
1738,
1640,
1688,
1726,
1582,
1852,
1785,
1733,
1715,
1882,
1899,
1808,
1773,
1908,
1902,
1767,
1807,
2025,
1914,
1874,
1897,
1960,
1671,
1795,
1845,
1854,
1906,
1840,
1806,
2215,
1930,
2483,
2313,
1920,
2279,
2166,
1943,
2229,
2608,
3143,
2341,
2344,
2180,
2041,
2302,
2246,
2208,
2430,
2488,
2055,
1889,
1884,
2056,
1870,
1974,
1960,
2130,
1834,
2009,
2504,
2177,
1912,
2195,
1941,
1802,
1958,
2145,
2384,
2001,
2028,
2037,
1866,
2176,
2082,
2369,
2106,
2035,
2197,
1925,
2298,
3052,
2768,
2215,
2357,
2747,
3163,
6850,
25808,
7749,
5177,
4070,
3720,
6474,
4674,
9641,
4529,
3312,
2867,
2831,
2618,
2626,
5103,
3174,
2834,
2297,
2214,
2154,
2077,
2692,
2110,
1934,
1900,
1863,
1789,
1847,
3619,
2276,
1973,
1764,
1729,
1776,
1954,
3019,
2184,
2293,
2041,
1941,
1829,
1756,
3201,
2148,
1801,
2099,
1913,
1624,
1915,
2887,
1920,
1802,
1695,
1773,
1532,
1518,
1678,
1554,
1528,
1931,
1578,
1542,
1881,
2811,
2080,
1854,
1981,
1791,
1795,
2067,
2165,
2055,
2041,
2100,
2307,
1961,
1887,
2126,
2052,
2680,
2041,
2127,
1722,
2158,
2011,
2274,
2072,
1916,
1891,
1916,
1810,
2072,
2058,
2079,
1859,
1863,
1762,
1816,
2002,
1816,
1872,
1794,
1832,
1709,
1592,
1734,
2056,
2166,
1713,
1861,
1928,
1506,
1942,
1806,
1788,
1772,
1746,
1611,
1619,
2172,
1793,
1989,
1743,
1932,
1696,
1799,
1799,
1758,
1760,
1789,
1808,
1706,
1682,
1975,
1871,
1916,
1772,
1786,
1736,
1571,
1778,
1849,
1759,
1741,
1735,
1526,
1570,
1670,
1778,
1687,
1586,
1635,
1496,
1546,
1599,
1548,
1748,
1793,
1700,
1667,
1521,
1906,
1681,
1763,
1744,
1653,
1736,
1688,
1802,
1767,
1796,
1746,
1941,
1718,
1492,
1922,
1747,
1755,
1584,
1739,
1504,
1525,
1624,
1811,
2239,
2214,
2049,
1880,
2032,
2257,
3817,
3079,
3013,
2576,
2238,
2279,
2325,
3648,
3291,
2882,
2323,
2068,
2169,
5967,
36638,
19749,
14665,
9481,
7191,
7004,
6999,
5861,
5141,
4565,
4139,
3626,
3455,
3355,
3617,
3247,
3002,
2863,
2728,
2713,
3060,
2975,
2626,
2872,
2411,
2248,
2545,
2543,
2563,
2353,
2213,
2027,
1972,
1847,
2107,
2604,
2550,
2313,
2185,
1963,
2057,
2272,
1976,
2069,
2052,
1799,
1912,
1763,
2029,
1880,
1880,
1936,
1688,
1790,
1781,
2006,
2047,
1995,
1991,
2061,
2136,
1871,
2039,
1895,
1932,
1696,
1796,
1658,
1873,
1883,
1884,
1852,
1800,
1849,
1943,
1954,
1841,
1923,
1727,
1753,
1732,
1630,
1734,
1834,
1764,
1631,
1564,
1972,
1590,
1643,
1708,
1763,
1764,
1771,
1680,
1732,
1735,
1823,
1797,
1831,
1737,
1801,
1716,
2056,
2551,
2584,
2808,
3032,
2820,
2918,
2915,
3271,
3587,
3157,
2961,
3200,
2643,
2862,
3146,
2874,
2911,
2695,
2721,
2632,
2799,
3870,
3391,
3013,
3097,
2935,
2639,
2722,
3580,
4771,
3334,
3173,
3044,
2772,
2964,
3124,
3076,
2731,
2613,
2586,
2444,
2426,
2850,
3459,
2720,
2605,
2524,
2333,
2503,
2861,
6818,
4706,
3500,
2833,
2572,
4379,
2889,
2699,
2620,
2528,
2273,
2234,
2370,
2545,
2520,
2316,
2332,
2226,
2013,
2156,
2451,
2387,
2114,
1812,
2145,
1785,
2484,
2783,
2343,
2107,
2118,
2070,
2063,
2286,
2426,
2075,
2030,
1963
] |
[
1808,
1741,
1779,
2070,
1958,
1903,
2048,
1985,
1963,
1820,
1941,
2592,
2154,
1916,
1842,
1833,
1685,
1862,
1905,
2099,
1958,
1903,
1779,
1577,
1717,
1755,
1641,
1645,
1617,
1457,
1518,
1420,
1598,
1839,
1867,
1794,
1709,
1584,
1681,
2069,
1997,
2034,
2141,
1887,
2304,
2366,
2153,
1932,
1980,
1953,
1934,
2002,
2473,
2050,
2028,
1965,
1926,
1807,
1744,
2101,
1867,
1941,
1793,
1780,
1660,
1760,
2025,
1851,
1792,
1914,
1832,
1679,
1730,
1985,
1773,
2272,
2422,
1892,
1736,
1769,
2274,
2197,
1712,
1820,
1789,
1649,
1734,
1790,
1918,
1881,
1915,
1708,
1611,
1625,
1936,
2216
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 8.69%",
"予測される変化率: [カラム_0] 予測される変化率: 22.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 8.69%",
"Forecasted change rate: [column_0] Forecasted change rate: 22.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
61,
62,
63,
77,
77,
56,
69,
65,
85,
83,
127,
96,
83,
74,
66,
69,
68,
106,
173,
111,
80,
76,
87,
70,
63,
107,
78,
81,
93,
77,
58,
70,
65,
45,
40,
67,
72,
55,
96,
95,
71,
56,
68,
155,
139,
122,
133,
91,
84,
68,
69,
70,
84,
118,
96,
347,
101,
80,
107,
102,
102,
67,
91,
75,
78,
84,
169,
142,
71,
77,
73,
60,
56,
92,
86,
63,
72,
69,
78,
200,
148,
94,
60,
79,
91,
75,
62,
140,
120,
128,
72,
74,
60,
75,
121,
102,
58,
70,
70,
71,
82,
110,
101,
85,
88,
128,
85,
100,
103,
160,
100,
95,
77,
89,
80,
97,
162,
82,
81,
85,
89,
98,
88,
96,
85,
69,
96,
104,
86,
97,
108,
99,
84,
69,
97,
71,
61,
102,
89,
74,
86,
65,
198,
282,
156,
111,
131,
157,
92,
72,
96,
98,
130,
114,
98,
90,
80,
84,
109,
108,
103,
83,
97,
80,
87,
109,
91,
123,
100,
107,
83,
83,
107,
85,
54,
72,
90,
129,
119,
138,
73,
86,
93,
149,
148,
125,
99,
78,
82,
111,
97,
107,
97,
120,
111,
80,
94,
89,
58,
79,
142,
106,
106,
81,
71,
91,
97,
121,
112,
78,
100,
83,
92,
64,
76,
79,
74,
73,
56,
90,
72,
74,
103,
67,
92,
72,
71,
188,
144,
81,
80,
91,
78,
72,
9480,
3069,
1135,
613,
403,
265,
248,
340,
601,
7744,
1270,
1397,
343,
258,
345,
307,
152,
169,
159,
121,
148,
178,
220,
200,
253,
181,
159,
206,
211,
242,
192,
171,
168,
183,
348,
296,
333,
175,
127,
126,
131,
186,
160,
146,
126,
103,
111,
88,
111,
108,
186,
108,
110,
111,
110,
100,
169,
147,
119,
103,
145,
117,
145,
295,
166,
110,
123,
129,
474,
190,
100,
126,
97,
175,
97,
121,
75,
105,
89,
75,
70,
92,
111,
84,
109,
114,
140,
67,
81,
80,
80,
65,
105,
88,
96,
79,
111,
91,
180,
121,
94,
70,
97,
99,
81,
90,
112,
84,
69,
89,
88,
107,
61,
92,
69,
78,
104,
98,
107,
136,
117,
115,
96,
85,
79,
91,
97,
95,
95,
95,
118,
81,
77,
83,
122,
89,
127,
91,
64,
72,
106,
97,
76,
115,
113,
152,
110,
124,
127,
100,
54,
77,
100,
97,
96,
147,
98,
87,
93,
95,
82,
90,
134,
88,
60,
88,
71,
112,
108,
172,
89,
80,
86,
75,
86,
196,
122,
117,
91,
104,
62,
76,
95,
156,
61,
93,
112,
93,
134,
151,
126,
136,
115,
104,
122,
132,
166,
171,
93,
92,
65,
66,
91,
105,
113,
93,
94,
89,
98,
106,
126,
204,
91,
104,
103,
67,
74,
97,
152,
96,
71,
114,
80,
171,
107,
164,
139,
56,
108,
82,
90,
109,
174,
82,
73,
156,
109,
89,
134,
127,
138,
157,
109,
105,
94,
121,
113,
94,
72,
102,
132,
86,
89,
217,
106,
109,
71,
89,
80,
95,
108,
77,
90,
70,
76,
83,
87,
106,
81,
100,
99,
98,
93,
103,
96,
82,
95,
73
] |
[
79,
85,
95,
96,
121,
78,
77,
103,
61,
85,
125,
80,
74,
86,
69,
94,
105,
117,
114,
105,
93,
105,
73,
96,
118,
116,
80,
115,
185,
91,
103,
143,
192,
260,
129,
86,
101,
99,
121,
128,
93,
91,
153,
143,
139,
134,
86,
114,
102,
87,
104,
84,
126,
101,
106,
107,
102,
103,
76,
114,
119,
106,
77,
90,
109,
104,
116,
88,
61,
79,
72,
61,
106,
90,
106,
103,
89,
89,
103,
125,
119,
85,
98,
79,
82,
83,
99,
132,
115,
103,
126,
102,
101,
79,
123,
91
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 19.67%",
"予測される変化率: [カラム_0] 予測される変化率: 15.19%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.46倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 19.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 15.19%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.46 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 5 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
33,
96,
91,
52,
109,
93,
97,
71,
87,
85,
138,
194,
148,
147,
165,
192,
131,
119,
314,
266,
251,
302,
102,
107,
131,
791,
214,
134,
111,
94,
79,
94,
121,
68,
59,
58,
74,
83,
63,
64,
73,
47,
48,
56,
51,
64,
63,
57,
52,
45,
45,
44,
44,
42,
46,
36,
28,
30,
31,
34,
62,
57,
33,
37,
42,
48,
38,
77,
54,
70,
2154,
238,
67,
65,
169,
147,
107,
64,
68,
83,
52,
52,
61,
71,
43,
45,
44,
45,
50,
58,
39,
34,
44,
153,
56,
45,
69,
77,
44,
49,
41,
73,
70,
53,
63,
47,
42,
51,
101,
100,
79,
58,
58,
51,
81,
69,
83,
61,
69,
34,
34,
47,
66,
62,
43,
51,
57,
40,
34,
72,
60,
65,
66,
27,
38,
35,
52,
37,
60,
43,
29,
35,
39,
50,
74,
63,
57,
33,
50,
70,
112,
189,
160,
197,
80,
76,
105,
93,
120,
98,
125,
84,
86,
94,
110,
101,
98,
81,
67,
74,
58,
56,
57,
86,
58,
52,
71,
76,
59,
46,
38,
49,
42,
44,
61,
68,
56,
50,
67,
41,
52,
57,
70,
72,
89,
54,
37,
41,
48,
80,
67,
51,
45,
39,
56,
261,
84,
73,
80,
78,
56,
71,
84,
92,
76,
183,
70,
71,
84,
113,
193,
85,
107,
109,
55,
72,
80,
96,
59,
87,
54,
64,
99,
123,
115,
76,
104,
92,
54,
74,
81,
85,
82,
122,
98,
69,
80,
114,
86,
88,
94,
99,
73,
87,
99,
115,
117,
132,
177,
145,
181,
348,
520,
2726,
1798,
552,
383,
297,
393,
311,
248,
197,
323,
145,
150,
173,
160,
132
] |
[
115,
114,
95,
69,
145,
105,
90,
64,
59,
48,
65,
77,
70,
92,
60,
82,
53,
66,
82,
100,
120,
107,
61,
48,
59,
62,
74,
75,
66,
37,
56,
60,
70,
66,
58,
52,
38,
44,
60,
66,
53,
67,
104,
84,
53,
64,
70,
77,
96,
91,
85,
79,
61,
98,
70,
152,
64,
75,
37,
37,
37,
40,
41,
22,
39,
31,
26,
24,
21,
39,
38,
29,
12,
15,
18,
36,
25,
34,
48,
20,
15,
26,
24,
24,
18,
16,
9,
13,
16,
15,
22,
17,
8,
11,
13,
21
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 300.00%",
"予測される変化率: [カラム_0] 予測される変化率: -81.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.73倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 300.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -81.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.73 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 26 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 26.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
26,
27,
19,
21,
15,
16,
23,
16,
15,
18,
18,
12,
18,
23,
15,
43,
20,
24,
26,
36,
40,
22,
25,
14,
28,
11,
18,
20,
3871,
6068,
1329,
258,
177,
195,
131,
70,
71,
42,
42,
42,
39,
51,
44,
41,
26,
34,
30,
40,
42,
155,
75,
44,
43,
53,
70,
24,
35,
27,
17,
24,
22,
13,
18,
18,
15,
26,
39,
38,
36,
67,
44,
18,
17,
27,
27,
38,
19,
20,
19,
21,
16,
16,
16,
12,
23,
15,
20,
19,
17,
22,
18,
19,
25,
22,
24,
35,
21,
15,
19,
24,
25,
29,
14,
23,
22,
19,
25,
20,
27,
23,
12,
19,
25,
20,
19,
28,
20,
23,
15,
21,
20,
24,
22,
24,
8,
22,
29,
138,
29,
72,
39,
30,
22,
45,
58,
23,
33,
26,
26,
22,
28,
18,
23,
622,
71,
41,
35,
42,
27,
29,
45,
32,
30,
28,
19,
26,
27,
50,
43,
38,
28,
25,
20,
19,
18,
26,
23,
31,
41,
52,
27,
16,
17,
23,
20,
25,
26,
27,
31,
101,
65,
23,
32,
30,
36,
30,
20,
21,
25,
17,
18,
28,
31,
22,
18,
26,
31,
80014,
45208,
7855,
2935,
3840,
1986,
1351,
952,
1067,
1085,
532,
650,
913,
739,
469,
330,
248,
199,
211,
314,
657,
373,
197,
212,
201,
296,
138,
169,
184,
145,
113,
116,
146,
109,
171,
149,
132,
266,
199,
146,
137,
103,
88,
179,
140,
112,
157,
142,
91,
98,
91,
90,
84,
81,
58,
53,
80,
151,
69,
70,
59,
182,
95,
71,
104,
70,
56,
74,
72,
62,
51,
54,
180,
219,
79,
36,
66,
60,
72,
78,
47,
34,
64,
151,
120,
86,
90,
59,
46,
78,
45,
44,
53,
34,
44,
42,
50,
48,
63,
43,
34,
47,
41,
39,
62,
56,
38,
24,
35,
42,
44,
50,
34,
36,
28,
49,
96,
41,
131,
58,
47,
28,
42,
31,
27,
44,
32,
40,
69,
91,
51,
43,
20,
32,
37,
26,
21,
35,
29,
53,
32,
49,
37,
42,
34,
34,
31,
34,
30,
39,
28,
47,
53,
65,
26,
56,
37,
153,
37,
36,
28,
40,
41,
34,
35,
30,
24,
18,
32,
40,
26,
91,
36,
30,
40,
40,
22,
70,
27,
38,
28,
32,
25,
42,
18,
15,
27,
29,
45,
38,
22,
36,
26,
41,
35,
45,
56,
313,
95,
79,
48,
57,
54,
44,
60,
40,
27,
42,
27,
39,
40,
34,
39,
46,
55,
46,
53,
70,
190,
75,
163,
72,
58,
46,
58,
46,
35,
38,
186,
63,
35,
39,
26,
27,
30,
44,
52,
62,
48,
43,
36,
35,
44,
30,
51,
60,
58,
296,
159,
81,
55,
44,
41,
604,
64,
40,
48,
47,
27,
61,
43,
46,
32,
28,
51,
32,
34,
28,
26,
22,
41,
27,
34,
34,
28,
45,
28,
35,
37,
32,
31,
23,
29,
30,
38,
32,
54,
29,
39,
40,
24,
48,
46,
66,
43,
39,
23,
178,
125,
70,
49,
31,
39,
31,
47,
34,
27,
32,
18,
34,
50,
38,
53,
42,
42
] |
[
43,
42,
41,
43,
43,
23,
91,
60,
35,
59,
34,
38,
43,
57,
50,
89,
47,
50,
41,
81,
45,
70,
121,
108,
53,
41,
50,
39,
42,
29,
38,
29,
37,
43,
36,
33,
30,
27,
49,
55,
68,
57,
36,
29,
46,
40,
51,
29,
30,
40,
37,
79,
63,
54,
35,
24,
27,
26,
35,
45,
138,
64,
116,
61,
48,
85,
45,
49,
45,
33,
45,
49,
44,
38,
51,
89,
40,
73,
37,
50,
44,
37,
23,
46,
38,
32,
27,
39,
40,
44,
35,
30,
29,
22,
32,
35
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 61.54%",
"予測される変化率: [カラム_0] 予測される変化率: -18.60%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.76倍)",
"トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 61.54%",
"Forecasted change rate: [column_0] Forecasted change rate: -18.60%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.76 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
337,
430,
453,
616,
477,
394,
433,
499,
375,
379,
480,
479,
363,
389,
432,
1809,
477,
660,
1650,
747,
445,
526,
394,
436,
385,
404,
301,
320,
313,
403,
298,
5299,
1181,
1191,
696,
740,
3362,
790,
923,
786,
551,
599,
1931,
937,
855,
851,
726,
603,
553,
527,
746,
631,
633,
641,
556,
925,
530,
631,
544,
929,
802,
643,
577,
690,
586,
484,
795,
713,
585,
691,
794,
5510,
1049,
853,
786,
722,
2786,
9057,
1962,
1589,
2063,
1170,
1090,
1192,
992,
713,
839,
1383,
1494,
5031,
4797,
3486,
3218,
1099,
1072,
1548,
3017,
4073,
3996,
3954,
3433,
1727,
1451,
1491,
3900,
2665,
3194,
3193,
1430,
1197,
2781,
3920,
2667,
2083,
2330,
1128,
2078,
1701,
2523,
1954,
2311,
2195,
1051,
1076,
3821,
4537,
2583,
2058,
1843,
1128,
1036,
1244,
2665,
2046,
1824,
1697,
1946,
1099,
1510,
2448,
1808,
1440,
1699,
938,
801,
2575,
2405,
2337,
1883,
3889,
1456,
1085,
912,
1211,
859,
740,
690,
622,
658,
604,
478,
592,
515,
539,
638,
675,
728,
662,
919,
903,
770,
691,
821,
750,
1118,
898,
684,
734,
2093,
801,
686,
668,
773,
562,
707,
589,
1144,
763,
779,
766,
710,
647,
674,
646,
743,
1319,
554,
572,
855,
1302,
738,
772,
1367,
1001,
1397,
694,
727,
714,
676,
1158,
1108,
1488,
1028,
860,
743,
500,
519,
497,
504,
554,
6644,
1229,
640,
583,
476,
639,
530,
693,
898,
514,
1997,
684,
714,
520,
622,
714,
484,
965,
544,
11822,
1776,
1166,
931,
608,
4223,
937,
10166,
1746,
1103,
847,
840,
1156,
755,
631,
650,
583,
590,
500,
502,
551,
402,
914,
884,
1066,
844,
922,
561,
524,
602,
9715,
2668,
1316,
1576,
969,
737,
780,
844,
721,
1272,
749,
820,
724,
652,
686,
636,
454,
503,
3208,
1003,
661,
756,
735,
486,
465,
718,
645,
456,
540,
498,
441,
399,
410,
370,
395,
460,
425,
394,
667,
571,
647,
933,
751,
648,
459,
503,
432,
549,
1105,
1307,
492,
401,
418,
355,
411,
424,
1233,
571,
457,
425,
451,
439,
425,
1171,
552,
404,
330,
340,
373,
315,
453,
411,
370,
428,
439,
722,
412,
458,
466,
522,
365,
387,
400,
368,
394,
497,
358,
417,
349,
375,
428,
497,
613,
414,
385,
514,
722,
312,
400,
495,
339,
421,
427,
372,
370,
782,
418,
419,
401,
366,
405,
393,
401,
506,
478,
414,
518,
3462,
690,
605,
528,
454,
522,
542,
474,
388,
461,
451,
877,
618,
442,
517,
492,
531,
573,
677,
3264,
624,
489,
387,
525,
540,
541,
459,
459,
383,
417,
547,
565,
5396,
1458,
1722,
738,
597,
696,
792,
687,
630,
526,
788,
547,
5973,
1367,
712,
6834,
1334,
1067,
570,
644,
944,
533,
745,
565,
485,
455,
535,
622,
780,
517,
507,
538,
483,
584,
601,
545,
456,
467,
597,
423,
1637,
732,
548,
765,
941,
783,
501,
657,
1102,
577,
1038,
821,
763,
519,
753,
605,
601,
776,
810,
777,
9302,
3490,
4058,
8404,
1933,
1471,
1167,
946,
1251,
845,
651,
948,
563,
621,
611,
820,
10037,
1134,
1366,
446,
555,
512,
617,
719,
521,
427,
497,
472,
518,
545,
712,
621,
469,
529
] |
[
415,
416,
510,
617,
559,
397498,
59348,
16939,
7505,
7965,
6060,
3448,
2233,
3883,
2455,
4020,
2451,
3099,
1939,
1189,
4661,
1389,
7888,
3058,
1580,
861,
766,
998,
1495,
1568,
4546,
1724,
1118,
911,
811,
1905,
931,
7447,
2092,
3592,
1405,
1068,
2736,
899,
1214,
2101,
983,
862,
925,
689,
729,
983,
961,
2737,
5475,
3378,
1447,
1135,
1223,
1572,
1116,
711,
1558,
695,
640,
1198,
860,
556,
1838,
562,
611,
738,
867,
1534,
1636,
726,
737,
566,
602,
638,
645,
540,
483,
481,
389,
495,
776,
813,
478,
1054,
516,
495,
499,
553,
775,
571
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 56.97%",
"予測される変化率: [カラム_0] 予測される変化率: 37.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.20倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 56.97%",
"Forecasted change rate: [column_0] Forecasted change rate: 37.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.20 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 28 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 28.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
3,
3,
3,
4,
2,
8,
3,
1,
7,
15,
10,
3,
0,
1,
1,
2,
0,
3,
0,
0,
0,
2,
1,
2,
0,
0,
1,
5,
1,
2,
2,
1,
2,
2,
1,
2,
2,
3,
3,
3,
3,
1,
1,
2,
1,
2,
1,
5,
1,
0,
1,
3,
1,
1,
2,
1,
1,
2,
0,
0,
2,
3,
1,
0,
3,
1,
3,
0,
1,
4,
1,
0,
3,
0,
5,
7,
6,
1,
1,
2,
0,
1,
1,
3,
3,
1,
0,
1,
1,
1,
0,
1,
2,
4,
2,
0,
0,
1,
1,
1,
0,
1,
1,
1,
1,
3,
1,
2,
1,
0,
1,
0,
1,
2,
1,
2,
1,
1,
2,
1,
1,
0,
0,
1,
1,
1,
1,
1,
1,
3,
0,
2,
3,
0,
1,
3,
1,
0,
3,
0,
1,
0,
2,
1,
0,
2,
2,
0,
1,
1,
1,
1,
1,
3,
2,
2,
0,
1,
1,
2,
1,
2,
0,
1,
0,
0,
2,
1,
0,
2,
2,
4,
0,
1,
6,
2,
1,
4,
1,
4,
2,
5,
1,
2,
1,
4,
3,
2,
1,
0,
5,
9,
2,
7,
7,
2,
0,
6,
3,
0,
2,
0,
2,
2,
4,
2,
2,
1,
2,
0,
0,
3,
1,
11,
1,
3,
34,
6,
2,
9,
11,
31,
8,
5,
2,
7,
4,
4,
5,
4,
4,
5,
2,
4,
2,
10,
5,
3,
3,
6,
3,
2,
2,
0,
5,
3,
2,
3,
4,
2,
4,
4,
2,
3,
2,
0,
2,
2,
3,
4,
3,
1,
1,
5,
4,
6,
3,
5,
4,
6,
3,
6,
3,
3,
2,
4,
0,
0,
2,
4,
1,
2,
0,
1,
2,
1,
0,
5,
2,
1,
0,
1,
4,
1,
9,
5,
0,
5,
6,
3,
2,
2,
0,
1,
0,
2,
1,
0,
1,
4,
0,
5,
4,
2,
3,
2,
4,
1,
3,
3,
1,
1,
0,
5,
0,
4,
4,
4,
3,
7,
0,
0,
3,
1,
3,
5,
11,
5,
58,
10,
3,
26,
7,
5,
5,
2,
7,
2,
14,
6,
4,
2,
13,
11,
1,
3,
5,
1,
4,
1,
13,
1,
1,
1,
3,
1,
5,
3,
1,
3,
4,
9,
10,
1,
0,
1,
3,
2,
4,
4,
3,
4,
4,
5,
3,
1,
8,
3,
0,
2,
5,
6,
6,
2,
6,
1,
0,
5,
6,
6,
4,
3,
3,
4,
4,
4,
4,
7,
3,
5,
2,
0,
4,
9,
5,
3,
2,
3,
1,
3,
4,
10,
6,
2,
3,
5,
2,
3,
6,
4,
3,
13,
2,
6,
6,
5,
3,
7,
2,
1,
3,
2,
2,
4,
1,
0,
2,
7,
6,
4,
7,
1,
1,
3,
7,
0,
2,
5,
2,
4,
2,
5,
7,
2,
4,
0,
1,
4,
6,
1,
0,
3,
3,
5,
3,
4,
7,
7,
0,
4,
3,
2,
2,
0,
5,
8,
0,
5,
1,
3,
3,
1,
3,
7,
2,
5,
1,
0,
2,
4,
3,
4,
1,
3,
0,
4,
2,
1,
3,
6,
6
] |
[
5,
4,
2,
5,
5,
8,
15,
3,
1,
1,
2,
1,
2,
1,
7,
3,
2,
4,
7,
2,
1,
10,
11,
7,
10,
15,
5,
9,
162,
10,
2,
3,
3,
7,
3,
5,
3,
0,
2,
2,
3,
4,
1,
4,
14,
4,
3,
15,
2,
5,
11,
13,
5,
4,
3,
3,
6,
3,
2,
5,
2,
8,
12,
9,
9,
5,
24,
9,
7,
6,
16,
13,
3,
4,
6,
14,
9,
9,
8,
4,
1,
7,
7,
14,
11,
16,
5,
6,
18,
21,
6,
7,
8,
5,
3,
1
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 500.00%",
"予測される変化率: [カラム_0] 予測される変化率: -80.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.02倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 500.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -80.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.02 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 86 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 86.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
511,
612,
404,
244,
299,
492,
644,
550,
464,
405,
261,
301,
536,
531,
395,
418,
475,
497,
389,
583,
730,
644,
452,
328,
297,
550,
597,
589,
450,
427,
380,
300,
355,
446,
538,
664,
692,
1263,
551,
482,
632,
1134,
1807,
1807,
1429,
1222,
1270,
1678,
1622,
1503,
859,
637,
514,
576,
649,
784,
855,
767,
613,
453,
1317,
2113,
1628,
1099,
960,
700,
489,
771,
843,
762,
572,
1374,
944,
657,
610,
932,
781,
975,
1382,
842,
577,
695,
986,
971,
768,
643,
567,
355,
354,
570,
699,
617,
617,
430,
317,
391,
647,
676,
650,
605,
453,
295,
293,
534,
686,
1009,
797,
661,
371,
387,
686,
752,
872,
1291,
1913,
1262,
1403,
2515,
2679,
2176,
1739,
1099,
725,
695,
1230,
1375,
1422,
1145,
1130,
587,
640,
1212,
1086,
1286,
1069,
1286,
554,
1039,
950,
902,
982,
949,
1033,
501,
646,
1323,
1485,
1049,
557,
629,
569,
657,
1107,
1356,
1579,
991,
1265,
804,
857,
2290,
2552,
2474,
2290,
2030,
1426,
3947,
4517,
3768,
4001,
2373,
1943,
1483,
1784,
2272,
1903,
2005,
1311,
836,
999,
1729,
2178,
2441,
2886,
2235,
1743,
2420,
3253,
6368,
5671,
4670,
4542,
4095,
3016,
4014,
7660,
8897,
8414,
7823,
10353,
5385,
5133,
11631,
10902,
12476,
10869,
12317,
7306,
9713,
20273,
28009,
25913,
26985,
38458,
31454,
55763,
207505,
362326,
50419,
20709,
10737,
6004,
6677,
6858,
8437,
13181,
4503,
2661,
1683,
1576,
1782,
1869,
1798,
1629,
1416,
1971,
3149,
2106,
2103,
3725,
1467,
1098,
847,
1154,
1272,
2059,
2910,
1357,
1007,
1136,
1803,
1398,
1128,
1462,
842,
731,
582,
711,
691,
867,
1101,
697,
577,
429,
453,
522,
641,
1050,
577,
451,
604,
719,
659,
540,
468,
432,
395,
333,
481,
467,
482,
632,
445,
375,
344,
396,
466,
475,
465,
391,
276,
251,
257,
349,
405,
559,
334,
251,
218,
218,
303,
328,
471,
340,
253,
192,
211,
299,
304,
594,
366,
312,
230,
247,
298,
320,
334,
230,
218,
154,
189,
209,
254,
325,
235,
243,
192,
192,
223,
252,
238,
235,
193,
145,
203,
148,
188,
190,
205,
176,
145,
177,
197,
346,
413,
224,
187,
153,
173,
192,
187,
187,
175,
162,
121,
123,
161,
176,
152,
141,
174,
159,
111,
123,
132,
144,
132,
91,
105,
80,
107,
116,
125,
120,
108,
106,
100,
129,
116,
133,
99,
113,
73,
94,
130,
174,
150,
144,
134,
111,
135,
171,
220,
201,
211,
214,
132,
123,
154,
152,
178,
152,
164,
115,
102,
140,
134,
114,
153,
101,
93,
101,
119,
109,
95,
98,
99,
73,
82,
118,
112,
132,
98,
200,
109,
103,
161,
129,
109,
122,
98,
78,
84,
111,
110,
144,
185,
148,
112,
95,
149,
174,
173,
215,
125,
106,
138,
161,
166,
168,
259,
145,
129,
116,
182,
186,
182,
274,
164,
131,
121,
185,
174,
163,
164,
142,
165,
169,
211,
219,
199,
252,
205,
140,
193,
237,
224,
247,
262,
205,
152,
183,
289,
248,
254,
234,
213,
132,
179,
316,
289,
340,
316,
310,
218,
280,
415,
675,
990,
492,
372,
279,
324,
384,
558,
276,
251,
218,
224,
225,
235,
174,
177
] |
[
122,
104,
124,
236,
146,
191,
173,
206,
168,
110,
168,
150,
201,
178,
166,
147,
129,
131,
156,
181,
197,
141,
134,
104,
183,
124,
105,
99,
136,
97,
87,
79,
86,
118,
237,
103,
113,
96,
74,
95,
222,
133,
135,
113,
93,
127,
121,
108,
142,
118,
120,
105,
113,
135,
130,
138,
165,
168,
116,
148,
162,
195,
339,
165,
117,
142,
146,
176,
156,
196,
156,
154,
116,
100,
145,
175,
125,
146,
287,
110,
131,
159,
141,
131,
125,
123,
115,
99,
149,
156,
183,
146,
106,
103,
85,
117
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -65.36%",
"予測される変化率: [カラム_0] 予測される変化率: -4.10%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.51倍)",
"トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -65.36%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.10%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.51 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
14,
41,
4,
14,
18,
14,
5,
27,
10,
2,
14,
5,
19,
15,
30,
24,
40,
3,
22,
13,
1,
19,
132,
5,
27,
1,
249,
3,
14,
161,
3,
15,
6,
40,
0,
19,
3,
1,
20,
2,
2,
30,
2,
0,
0,
2,
0,
3,
1,
46,
39,
1,
0,
0,
1,
26,
5,
19,
1,
1,
0,
3,
1,
2,
4,
20,
122,
21,
40,
20,
3,
1,
19,
22,
21,
1,
27,
141,
0,
2,
0,
4,
0,
1,
2,
20,
2,
0,
42,
21,
0,
22,
21,
0,
45,
0,
20,
20,
80,
0,
32,
24,
4,
2,
28,
22,
43,
84,
25,
0,
28,
54,
52,
63,
0,
21,
2,
1,
42,
4,
1,
22,
22,
50,
38,
19,
19,
1,
63,
26,
2,
64,
39,
24,
11,
35,
21,
0,
0,
0,
1,
0,
0,
0,
0,
20,
17,
26,
2,
0,
0,
0,
1,
0,
19,
20,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
5,
1,
2,
9,
2,
2,
2,
0,
1,
0,
3,
1,
0,
8,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
1,
0,
0,
2,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
8,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
1,
3,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
5,
4,
4,
4,
7,
3,
0,
19,
0,
20,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
5,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
2,
1,
1,
0,
0,
0,
1,
0,
0,
2,
0,
0,
2,
1,
1,
1,
0,
0,
3,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
2,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
1,
1,
0,
0,
0,
3,
1,
0,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 200.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.39倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 22個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.39 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 22",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 64.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8,
4,
8,
2,
13,
4,
5,
5,
5,
8,
4,
7,
9,
10,
11,
10,
5,
10,
8,
4,
11,
7,
4,
4,
7,
7,
5,
12,
11,
2,
2,
3,
5,
11,
4,
4,
5,
5,
1,
5,
4,
10,
7,
3,
7,
8,
5,
7,
7,
4,
3,
8,
7,
0,
2,
4,
8,
12,
7,
1,
10,
8,
3,
8,
2,
6,
5,
12,
6,
4,
5,
2,
5,
8,
6,
4,
7,
99,
61,
82,
101,
74,
71,
78,
82,
50,
71,
83,
70,
50,
40,
60,
52,
42,
66,
47,
44,
41,
36,
48,
53,
55,
69,
51,
51,
43,
43,
266,
78,
100,
53,
38,
55,
61,
42,
63,
56,
42,
32,
34,
34,
37,
50,
70,
45,
46,
45,
31,
39,
60,
53,
52,
32,
41,
31,
56,
60,
52,
378,
103,
49,
64,
256,
77,
65,
174,
48,
31,
55,
48,
63,
51,
42,
28,
347,
136,
101,
99,
64,
58,
40,
168,
77,
64,
81,
72,
41,
44,
43,
30,
29,
47,
553,
106,
62,
71,
41,
741,
202,
112,
89,
89,
90,
161,
84,
86,
68,
67,
59,
74,
47,
62,
51,
66,
52,
36,
34,
54,
336,
76,
56,
42,
24,
48,
40,
54,
80,
48,
41,
37,
47,
58,
46,
93,
56,
37,
94,
62,
45,
58,
287,
94,
59,
42,
68,
48,
104,
313,
147,
116,
87,
93,
108,
563,
145,
115,
86,
76,
84,
70,
78,
113,
71,
59,
39,
61,
64,
58,
76,
73,
76,
59,
32,
58,
51,
68,
52,
42,
72,
101,
46,
41,
54,
57,
59,
38,
53,
55,
78,
94,
65,
52,
50,
46,
44,
124,
47,
46,
44,
29,
42,
58,
31,
48,
42,
41,
46,
28,
20,
52,
99,
52,
34,
55,
41,
35,
40,
80,
49,
55,
35,
41,
31,
71,
59,
55,
40,
274,
36,
73,
466,
221,
135,
52,
173,
208,
91,
121,
181,
146,
84,
68,
70,
72,
68,
269,
99,
58,
41,
40,
58,
78,
77,
87,
52,
53,
46,
51,
49,
69,
72,
71,
69,
41,
49,
48,
82,
77,
62,
47,
46,
56,
89,
100,
155,
82,
111,
91,
89,
85,
111,
81,
100,
49,
68,
63,
39,
493,
99,
270,
193,
147,
148,
362,
202,
183,
215,
113,
175,
84,
86,
384,
239,
807,
183,
100,
116,
80,
147,
146,
72,
137,
78,
79,
101,
95,
80,
86,
58,
59,
62,
53,
72,
75,
73,
75,
44,
77,
53,
111,
62,
64,
57,
47,
41,
65,
74,
56,
64,
53,
35,
59,
45,
69,
68,
84,
58,
62,
38,
59,
91,
82,
60,
39,
56,
45,
44,
54,
47,
41,
33,
53,
36,
45,
56,
58,
40,
38,
46,
70,
38,
63,
57,
35,
34,
49,
31,
50,
36,
27,
30,
47,
30,
26,
20,
38,
33,
42,
28,
29,
32,
31,
34,
52,
36,
64,
68,
131,
46,
92,
52,
34,
33,
31,
34,
24,
51,
48,
27,
42,
38,
50,
40,
72,
76,
71,
29,
31,
47,
20,
60,
71,
42,
37,
34,
587,
70,
74,
73,
59,
47,
63
] |
[
51,
43,
55,
90,
39,
459,
77,
54,
73,
80,
113,
80,
52,
31,
37,
34,
143,
117,
163,
73,
6900,
638,
242,
225,
131,
81,
80,
85,
94,
66,
53,
45,
49,
52,
51,
77,
61,
135,
81,
50,
74,
114,
72,
125,
145,
118,
602,
78,
67,
43,
60,
62,
63,
52,
53,
42,
41,
99,
114,
75,
65,
74,
69,
50,
94,
78,
190,
259,
91,
152,
28,
48,
110,
81,
60,
66,
53,
48,
1175,
857,
191,
188,
585,
185,
248,
121,
158,
129,
123,
75,
129,
72,
66,
71,
76,
63
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 687.50%",
"予測される変化率: [カラム_0] 予測される変化率: 23.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.25倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 687.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.25 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1213,
1183,
1084,
1036,
1105,
1583,
1553,
1666,
1802,
1648,
1527,
1979,
1913,
1613,
1344,
1514,
1464,
1268,
1508,
1666,
1710,
1613,
1584,
1326,
1155,
1309,
1569,
2838,
3482,
2929,
1959,
1753,
1496,
1582,
1572,
1629,
1512,
1960,
1296,
1409,
1496,
1571,
1481,
1599,
1387,
1217,
1210,
1379,
1314,
1386,
1414,
2286,
1738,
1520,
1685,
1409,
1502,
1872,
1607,
1109,
1123,
1223,
1308,
2026,
3779,
2472,
1365,
1196,
1282,
1273,
1220,
9174,
6570,
2361,
1819,
1691,
1501,
2175,
6415,
3593,
1483,
1264,
1408,
1282,
1345,
1197,
1563,
4277,
4665,
5200,
2064,
1525,
4146,
2148,
1295,
1447,
1593,
2228,
2165,
2528,
3220,
1837,
4290,
3524,
2948,
2086,
1718,
1415,
1157,
1084,
1291,
1104,
1470,
1131,
17638,
17315,
7876,
5650,
3682,
3029,
3002,
2126,
1722,
1695,
2341,
1926,
1830,
2134,
1755,
1331,
1337,
1476,
5306,
4749,
2956,
4156,
4349,
3397,
3411,
3418,
3651,
4423,
34941,
61708,
55449,
45235,
32400,
29741,
22396,
19860,
19241,
19831,
18663,
15905,
13473,
13651,
11213,
10299,
10992,
12892,
10569,
8962,
7452,
7304,
6621,
7300,
7841,
6794,
6248,
5449,
5019,
4535,
4838,
5550,
5339,
5367,
3904,
3203,
3925,
4239,
5303,
5274,
4964,
4202,
3695,
4706,
4864,
5021,
4337,
4095,
4320,
3928,
3547,
3778,
3724,
3428,
3124,
2932,
2596,
2573,
3736,
4697,
3762,
3151,
2914,
2770,
2868,
3105,
3182,
3641,
2537,
2236,
2349,
2190,
2446,
2641,
2244,
2171,
2152,
2096,
1908,
2082,
2572,
2253,
2108,
2118,
1885,
1842,
2049,
2714,
2584,
2348,
2377,
1953,
1833,
2228,
2467,
2178,
1969,
2847,
3364,
2210,
2261,
2159,
1817,
1730,
1705,
1612,
1524,
1600,
1723,
1709,
1626,
2304,
4326,
4709,
3969,
3436,
2767,
2245,
2610,
5126,
9982,
9665,
9800,
7197,
5766,
5159,
4567,
4634,
4661,
5690,
4830,
4101,
3986,
3461,
3538,
4244,
4323,
3644,
4365,
3579,
2993,
2729,
2947,
3516,
3251,
4495,
3518,
2724,
2198,
2492,
2746,
2781,
2267,
2172,
2072,
1815,
1983,
2302,
2208,
2106,
2319,
2606,
2368,
2482,
2840,
2738,
2580,
2888,
2556,
2621,
2956,
3456,
2918,
2641,
2394,
2270,
2319,
2533,
2607,
2377,
2319,
2185,
1951,
1822,
1951,
2118,
1933,
1956,
2326,
1748,
1517,
1567,
1811,
1858,
1700,
1676,
1446,
1317,
1403,
1510,
1491,
1520,
1422,
1346,
1211,
1267,
1225,
1153,
1296,
1141,
1138,
1038,
1177,
1303,
1225,
1189,
1153,
1055,
975,
1045,
1166,
1146,
1124,
1080,
1087,
949,
1287,
1330,
1289,
1183,
1152,
1002,
870,
969,
1139,
1075,
986,
995,
875,
849,
929,
1549,
1520,
1344,
1413,
35863,
11485,
7890,
7238,
5658,
4452,
3328,
2748,
2369,
1990,
2207,
1958,
1663,
1627,
1677,
1207,
1302,
3331,
22212,
18380,
7166,
4894,
3709,
3813,
4186,
4092,
3583,
2549,
2141,
1829,
1871,
2093,
2102,
2000,
1828,
2078,
2262,
2751,
3305,
2831,
3112,
3032,
2217,
1905,
1931,
2062,
2217,
3282,
3664,
2991,
2191,
2154,
2757,
3550,
3346,
3142,
4174,
2599,
2430,
3173,
3617,
3512,
4038,
8018,
7464,
6239,
14084,
14838,
11772,
13147,
71986,
97180,
92927,
90105,
75219,
54391,
43894,
36686,
31035,
35624,
32698,
31619,
27030,
21247,
18454,
16164,
17663,
18520,
15378,
13121,
11290,
11772,
9963,
10243,
10963,
9591,
8360,
7987,
6997,
5989,
6615,
7029,
6002,
6089,
5546,
5863,
5043,
5710,
5870,
4764,
3650,
3869,
3856,
3720,
3779,
4004,
3835,
4058,
3653,
3264,
2926,
3407,
3589,
2996,
2991
] |
[
2651,
2670,
2939,
3171,
3398,
3064,
3085,
2660,
2438,
2259,
2855,
3730,
2996,
2864,
2568,
2500,
2319,
2494,
2742,
2772,
2686,
2445,
2295,
2047,
2251,
2598,
2414,
2332,
2273,
2182,
2152,
1682,
1976,
2433,
2661,
2470,
2151,
1872,
1776,
2660,
2896,
2430,
2334,
2538,
2221,
2622,
2877,
2206,
2476,
2474,
2806,
2189,
2541,
2553,
2405,
2264,
2234,
2002,
1653,
1850,
2094,
2143,
1912,
1816,
1811,
1716,
1755,
2055,
1730,
1624,
1824,
1638,
1407,
1670,
1791,
3041,
3449,
2415,
1928,
1929,
2143,
2249,
1862,
1851,
1883,
1753,
1611,
1822,
1976,
1824,
1891,
1674,
1526,
1504,
1816,
3077
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 146.58%",
"予測される変化率: [カラム_0] 予測される変化率: 16.07%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.98倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 41個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 146.58%",
"Forecasted change rate: [column_0] Forecasted change rate: 16.07%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.98 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 41",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
58,
12,
23,
25,
20,
25,
53,
193,
47,
30,
38,
21,
35,
27,
24,
29,
22,
54,
43,
21,
5,
15,
11,
11,
16,
19,
8,
15,
18,
9,
13,
12,
8,
9,
6,
8,
24,
32,
11,
7,
6,
17,
5,
12,
19,
5,
24,
12,
8,
7,
17,
6,
17,
7,
12,
5,
26,
18,
21,
29,
49,
35,
15,
18,
28,
51,
16,
18,
13,
12,
34,
13,
6,
8,
8,
8,
5,
24,
32,
44,
48,
70,
15,
19,
15,
21,
33,
18,
22,
23,
17,
54,
16,
29,
9,
27,
27,
13,
17,
24,
27,
16,
18,
2,
12,
21,
13,
14,
10,
15,
12,
13,
11,
27,
18,
11,
13,
8,
14,
50,
12,
48,
28,
13,
17,
20,
15,
28,
16,
16,
10,
21,
11,
11,
12,
12,
18,
11,
15,
20,
34,
14,
18,
25,
37,
14,
21,
38,
48,
31,
18,
16,
14,
26,
51,
18,
20,
20,
15,
25,
21,
28,
18,
19,
16,
31,
16,
13,
32,
31,
18,
18,
29,
19,
78,
75,
46,
41,
21,
25,
46,
36,
27,
51,
62,
64,
21,
28,
37,
32,
21,
36,
50,
22,
34,
47,
28,
35,
28,
19,
32,
40,
18,
20,
45,
38,
12,
18,
15,
16,
22,
30,
30,
14,
19,
25,
31,
26,
30,
19,
20,
50,
24,
72,
58,
23,
16,
20,
28,
23,
28,
20,
29,
32,
26,
15,
41,
26,
32,
20,
26,
42,
27,
46,
39,
44,
44,
38,
30,
42,
52,
43,
36,
27,
14,
23,
29,
50,
47,
25,
22,
28,
21,
27,
29,
13,
27,
18,
39,
31,
30,
20,
14,
34,
67,
33,
105,
169,
101,
139,
157,
36,
47,
32,
47,
28,
23,
37,
23,
22,
17,
26,
17,
25,
31,
24,
36,
24,
25,
18,
49,
27,
21,
37,
35,
27,
33,
30,
24,
45,
21,
20,
16,
25,
21,
29,
92,
26,
21,
20,
21,
52,
24,
47,
21,
27,
25,
31,
20,
27,
29,
24,
26,
21,
36,
25,
24,
32,
19,
30,
21,
22,
22,
24,
25,
39,
44,
19,
15,
28,
30,
45,
19,
38,
27,
21,
24,
28,
36,
26,
32,
17,
27,
25,
34,
28,
35,
22,
21,
15,
28,
19,
22,
34,
19,
22,
16,
16,
33,
66,
16,
25,
23,
138,
41,
41,
19,
20,
20,
32,
23,
102,
33,
34,
25,
27,
20,
26,
39,
25,
17,
39,
22,
26,
20,
27,
25,
27,
25,
26,
26,
40,
28,
36,
26,
49,
23,
17,
20,
153,
26,
25,
24,
26,
24,
20,
26,
39,
16,
20,
27,
21,
27,
27,
21,
18,
9,
18,
31,
18,
23,
29,
13,
27,
17,
27,
32,
22,
23,
35,
17,
24,
19,
18,
17,
26,
20,
18,
47,
27,
26,
16,
30,
30,
28,
14,
32,
113,
70,
81,
38,
30,
30,
32,
36,
32,
44,
29,
76,
26,
46,
20,
29,
40,
44,
26,
19,
26,
27,
25,
28,
28,
38,
52,
37,
31,
40,
52,
34,
19,
27,
18,
32,
40,
32,
29,
30,
47,
22,
31,
20,
37
] |
[
50,
37,
35,
46,
56,
37,
45,
38,
29,
32,
32,
23,
28,
22,
27,
34,
38,
17,
27,
35,
29,
28,
33,
36,
26,
37,
40,
30,
35,
20,
31,
27,
31,
27,
26,
29,
64,
34,
40,
30,
23,
29,
29,
29,
20,
84,
26,
26,
13,
26,
16,
26,
39,
33,
24,
27,
27,
22,
45,
15,
37,
15,
27,
29,
127,
19,
22,
15,
18,
34,
31,
19,
20,
31,
60,
40,
34,
29,
15,
41,
30,
70,
25,
15,
65,
27,
25,
23,
78,
87,
67,
19,
29,
42,
31,
23
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -36.21%",
"予測される変化率: [カラム_0] 予測される変化率: -54.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.68倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -36.21%",
"Forecasted change rate: [column_0] Forecasted change rate: -54.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.68 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 60 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 60.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5078,
4906,
4058,
2197,
2452,
5153,
5298,
5562,
5550,
4692,
2282,
2302,
5412,
5196,
5343,
5506,
4842,
2127,
2519,
5389,
5537,
5923,
5884,
5053,
2528,
2609,
5886,
5897,
6262,
5802,
4705,
2316,
2092,
4903,
5282,
5449,
5437,
4597,
2590,
2361,
4624,
6484,
5751,
5743,
4319,
2197,
2498,
5488,
5689,
5911,
5720,
5049,
2653,
2627,
5748,
6334,
6408,
5959,
4701,
2470,
2547,
5827,
6398,
6408,
6928,
5107,
2718,
3294,
6106,
6895,
7103,
6511,
5300,
2851,
3194,
6742,
7098,
6820,
5900,
5827,
2735,
3129,
6406,
6564,
6347,
6039,
5478,
2957,
3822,
7428,
7042,
7156,
6485,
5215,
3004,
3291,
6662,
6760,
6353,
6691,
6215,
3059,
3464,
6613,
7098,
7366,
6804,
5489,
3113,
3143,
6741,
6538,
6491,
5896,
5424,
3055,
3424,
6781,
7239,
7055,
6942,
5817,
2898,
3445,
6316,
6898,
6983,
6878,
5831,
3210,
3388,
6804,
6338,
6143,
6695,
5434,
3017,
3510,
6268,
6612,
6795,
6551,
6176,
3141,
3422,
7008,
7040,
6882,
6166,
5304,
3540,
3869,
6918,
7322,
6870,
6727,
5481,
4063,
3655,
6746,
7061,
6853,
6507,
5787,
3096,
3437,
7063,
7222,
6279,
6013,
4747,
2739,
2821,
4976,
4799,
4151,
3014,
2084,
2242,
2389,
4526,
4797,
5049,
3236,
2252,
2907,
3131,
7291,
7892,
7748,
7422,
6324,
3333,
3566,
7003,
7774,
7287,
6759,
6139,
3261,
3480,
6882,
7985,
8179,
7409,
6453,
3647,
4665,
7407,
6931,
7638,
8053,
6187,
3563,
4065,
7819,
7870,
7962,
8331,
6766,
3330,
3467,
7035,
7701,
7807,
7771,
6225,
4335,
3489,
7943,
7259,
7489,
7451,
6209,
3567,
5499,
7939,
8304,
7873,
7537,
6847,
3815,
4056,
8159,
8109,
7380,
7467,
6299,
3291,
3695,
7210,
7384,
7395,
7127,
6291,
3447,
3686,
6961,
6965,
6925,
7025,
6047,
3205,
3627,
7633,
6621,
6303,
5407,
3914,
2727,
2791,
6122,
6653,
6917,
6353,
5672,
3123,
3497,
6600,
7598,
7365,
6833,
5406,
3238,
3943,
7294,
6902,
6673,
6687,
5344,
3050,
3477,
7291,
7194,
7467,
6786,
6088,
3067,
3563,
6689,
6867,
6914,
6704,
5225,
3268,
2907,
6033,
6839,
6421,
5874,
5682,
3298,
3267,
6710,
6654,
6505,
6202,
5380,
3057,
3160,
6057,
6707,
7376,
6382,
5046,
2531,
3128,
6175,
6581,
7546,
5925,
4975,
2377,
2696,
4823,
5530,
3695,
4436,
2980,
1364,
1189,
1733,
1657,
1343,
1409,
1450,
732,
905,
1297,
1342,
1396,
1312,
1208,
691,
759,
1374,
1283,
1286,
1341,
1033,
670,
632,
1245,
1256,
1672,
1147,
1022,
675,
632,
1053,
1169,
1631,
1286,
1125,
682,
650,
1071,
1511,
1102,
1046,
883,
638,
637,
1236,
1331,
1155,
1070,
938,
596,
693,
1108,
1016,
1006,
1056,
894,
607,
625,
1011,
1129,
1000,
1033,
919,
724,
569,
960,
1059,
1054,
983,
891,
626,
628,
948,
1173,
1120,
1025,
936,
614,
703,
1274,
1302,
1330,
1692,
1103,
750,
802,
1230,
1222,
1344,
1091,
1009,
675,
649,
984,
1353,
1363,
1341,
1126,
777,
694,
1185,
1172,
1154,
1207,
1021,
729,
911,
1217,
1276,
1152,
1501,
1197,
780,
796,
1291,
1334,
1390,
1255,
1106,
700,
746,
1283,
1270,
1439,
1120,
999,
721,
792,
1131,
1212,
1175,
1169,
1157,
709,
722,
1253,
1381,
1277,
1122,
1140,
961,
1374,
1633,
1449,
1737,
1336,
1012,
673,
693,
1210,
1172,
1552,
1260,
1067,
714,
697,
1391,
1337,
1111,
1051,
894,
712,
868,
1180,
1242,
1159,
1158,
1043,
688,
683,
1066,
1090,
1089
] |
[
978,
838,
724,
759,
1082,
1037,
1036,
960,
883,
643,
739,
1041,
1145,
1113,
1033,
1020,
691,
748,
1073,
1004,
1149,
972,
1024,
1235,
728,
1015,
928,
969,
885,
715,
597,
507,
641,
732,
1239,
1232,
720,
519,
532,
795,
983,
1087,
1081,
997,
703,
732,
1253,
1185,
1085,
1232,
950,
605,
640,
1039,
1128,
1101,
1173,
962,
717,
698,
1123,
1095,
1026,
982,
903,
569,
657,
1103,
1063,
961,
1058,
931,
629,
662,
1233,
1203,
1114,
1170,
1074,
608,
682,
1129,
1023,
1063,
1237,
1040,
660,
687,
1002,
1890,
1285,
1034,
921,
673,
720,
1088
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -78.55%",
"予測される変化率: [カラム_0] 予測される変化率: 11.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.73倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 43個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -78.55%",
"Forecasted change rate: [column_0] Forecasted change rate: 11.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.73 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 43",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
54,
43,
35,
45,
71,
29,
42,
36,
35,
26,
37,
49,
54,
76,
75,
45,
53,
42,
95,
62,
84,
59,
65,
40,
117,
57,
41,
38,
56,
113,
36,
37,
54,
94,
72,
59,
70,
67,
71,
91,
66,
77,
44,
87,
47,
57,
76,
34,
46,
44,
73,
56,
60,
77,
52,
56,
48,
59,
53,
84,
100,
65,
58,
37,
51,
44,
43,
60,
34,
44,
20,
47,
32,
52,
46,
36,
38,
29,
34,
29,
30,
63,
42,
42,
37,
29,
17,
30,
42,
113,
46,
41,
40,
31,
55,
79,
46,
35,
29,
33,
35,
134,
72,
32,
40,
19,
29,
41,
58,
43,
27,
39,
40,
22,
24,
22,
38,
32,
26,
25,
26,
31,
36,
33,
31,
24,
41,
33,
42,
26,
36,
125,
144,
233,
423,
588,
548,
429,
446,
307,
210,
233,
197,
216,
150,
130,
101,
97,
65,
73,
82,
117,
48,
47,
34,
39,
48,
258,
108,
42,
54,
47,
40,
28,
54,
105,
47,
49,
62,
38,
24,
36,
103,
63,
43,
43,
40,
74,
77,
377,
103,
84,
68,
70,
77,
102,
101,
95,
155,
92,
100,
223,
116,
97,
70,
65,
69,
88,
81,
74,
55,
84,
76,
68,
73,
178,
74,
78,
85,
69,
72,
69,
71,
78,
79,
50,
70,
65,
58,
82,
99,
122,
119,
194,
286,
517,
368,
263,
253,
215,
190,
207,
171,
302,
317,
460,
582,
887,
438,
257,
445,
573,
652,
297,
224,
222,
152,
149,
190,
246,
202,
275,
196,
217,
206,
190,
203,
147,
163,
169,
182,
165,
116,
158,
105,
134,
167,
165,
123,
164,
229,
270,
206,
258,
181,
242,
158,
153,
184,
119,
128,
129,
499,
218,
218,
205,
437,
508,
405,
437,
354,
483,
449,
480,
349,
380,
464,
528,
619,
461,
519,
410,
351,
370,
511,
525,
507,
442,
353,
547,
618,
643,
1016,
593,
650,
1043,
1396,
972,
815,
723,
433,
314,
285,
222,
195,
350,
355,
145,
144,
118,
185,
145,
170,
171,
225,
147,
119,
110,
124,
104,
125,
119,
98,
102,
103,
92,
106,
113,
79,
103,
73,
97,
133,
164,
173,
216,
796,
585,
198,
186,
156,
157,
100,
154,
159,
110,
161,
114,
117,
69,
78,
69,
64,
97,
168,
203,
94,
135,
149,
103,
84,
71,
142,
81,
81,
61,
80,
190,
123,
63,
60,
55,
67,
85,
58,
86,
88,
73,
164,
65,
51,
79,
62,
68,
43,
36,
23,
21,
11,
17,
20,
13,
27,
34,
17,
12,
15,
25,
21,
14,
19,
34,
129,
60,
49,
22,
32,
25,
21,
22,
36,
34,
77,
95,
53,
44,
21,
109,
157,
82,
60,
69,
90,
115,
98,
102,
425,
361,
338,
681,
754,
295,
202,
100,
62,
42,
45,
32,
51,
47,
20,
20,
18,
23,
26,
32,
40,
41,
17,
31,
23,
19,
31,
24,
12,
20,
16,
19,
36,
25,
26,
18,
34,
38,
39,
18,
46,
45,
37,
28,
17,
14,
26,
26,
47,
55,
49,
54,
88,
89,
76,
103,
76,
72,
72,
113,
101,
114,
110,
93,
100,
97
] |
[
96,
97,
172,
93,
124,
145,
94,
77,
54,
91,
74,
46,
37,
43,
45,
41,
76,
51,
42,
35,
38,
45,
41,
46,
127,
88,
64,
39,
59,
48,
302,
63,
77,
138,
43,
28,
33,
37,
52,
39,
38,
26,
22,
24,
98,
55,
25,
22,
18,
20,
24,
25,
35,
25,
14,
13,
19,
27,
21,
64,
25,
37,
40,
26,
38,
23,
45,
32,
50,
20,
19,
22,
17,
25,
18,
17,
20,
19,
18,
24,
18,
18,
11,
17,
25,
18,
22,
27,
19,
22,
16,
12,
16,
23,
29,
25
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 79.63%",
"予測される変化率: [カラム_0] 予測される変化率: -73.96%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.29倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 79.63%",
"Forecasted change rate: [column_0] Forecasted change rate: -73.96%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.29 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
98,
91,
121,
135,
153,
111,
108,
86,
134,
1422,
690,
209,
155,
354,
153,
118,
110,
124,
116,
110,
112,
117,
97,
87,
75,
93,
89,
83,
83,
138,
60,
68,
82,
88,
97,
102,
87,
90,
78,
111,
115,
122,
105,
124,
116,
102,
127,
94,
100,
120,
104,
114,
81,
97,
81,
213,
171,
133,
122,
111,
119,
191,
113,
123,
108,
112,
207,
332,
182,
180,
127,
96,
127,
154,
131,
116,
127,
131,
128,
170,
140,
150,
130,
139,
156,
639,
289,
180,
157,
146,
119,
116,
117,
104,
113,
140,
113,
130,
115,
111,
106,
110,
146,
145,
115,
142,
108,
121,
113,
108,
113,
105,
119,
114,
96,
117,
100,
110,
106,
132,
115,
94,
99,
100,
116,
118,
91,
102,
143,
110,
123,
107,
116,
107,
107,
108,
129,
105,
109,
131,
102,
124,
94,
116,
127,
180,
94,
200,
121,
148,
130,
139,
133,
128,
161,
156,
136,
123,
166,
157,
172,
203,
150,
134,
133,
231,
468,
285,
197,
184,
182,
296,
166,
173,
193,
192,
176,
155,
171,
195,
183,
236,
209,
705,
481,
2605,
1771,
1205,
675,
1143,
823,
670,
980,
4285,
3466,
2326,
1007,
990,
680,
1219,
2826,
2568,
1437,
1115,
769,
536,
965,
4314,
2337,
1604,
1130,
680,
725,
1408,
2578,
1741,
916,
785,
606,
493,
966,
2590,
1352,
831,
774,
580,
441,
1124,
3174,
1933,
997,
837,
576,
425,
951,
3868,
1898,
990,
747,
458,
446,
663,
1925,
1239,
664,
522,
454,
404,
640,
2352,
1213,
1016,
661,
551,
417,
684,
5010,
2265,
1178,
899,
705,
598,
1152,
7225,
3730,
1875,
1249,
830,
660,
1316,
4622,
1934,
1122,
792,
567,
503,
932,
4547,
2066,
1091,
822,
644,
514,
1057,
2337,
1299,
779,
674,
506,
473,
449,
1855,
1114,
787,
606,
615,
445,
865,
1755,
1245,
705,
588,
473,
583,
887,
1352,
1009,
773,
774,
575,
594,
967,
1887,
1343,
827,
678,
457,
381,
591,
2417,
1460,
765,
724,
486,
466,
1045,
2454,
1204,
896,
942,
462,
389,
484,
1237,
854,
477,
402,
376,
466,
708,
872,
727,
509,
396,
393,
341,
565,
1166,
892,
537,
425,
305,
376,
462,
1367,
952,
677,
494,
488,
376,
605,
1690,
1174,
742,
514,
398,
395,
801,
4392,
2227,
1533,
979,
802,
574,
1525,
1661,
1091,
920,
843,
571,
432,
852,
8595,
4257,
2267,
1136,
732,
565,
1229,
3700,
2009,
1227,
941,
657,
582,
856,
1555,
1028,
819,
767,
497,
438,
790,
1336,
838,
527,
429,
356,
336,
461,
794,
771,
546,
470,
397,
351,
508,
1281,
1040,
896,
752,
634,
454,
706,
1953,
1505,
1174,
754,
601,
529,
981,
3124,
2429,
1133,
765,
722,
694,
886,
3538,
3175,
1491,
956,
956,
1099,
4047,
13929,
8324,
4078,
2681,
2637,
2096,
2580,
14425,
6545,
3286,
2047,
1490,
1256,
2657,
27080,
11630,
4958,
2970,
2194,
2081,
4701,
15703,
8697,
3910,
2149,
1554,
1136,
2557,
8303,
4962,
2843,
2164,
1311,
1141,
1999,
7112,
5199,
2292,
1382,
1037,
1561,
1978,
5402,
3023,
1571,
1246,
1410,
894,
1788,
5382,
3976,
2265,
1269,
1035,
953,
1969,
9872,
7361,
3059,
2070,
2360,
1392,
2385,
5881,
4315,
1854,
1884
] |
[
1188,
1207,
1725,
4913,
2619,
1342,
1077,
912,
757,
1279,
5509,
3296,
1953,
1323,
991,
928,
1634,
14760,
7846,
4258,
2935,
2190,
1831,
3738,
26601,
17587,
8145,
4124,
2568,
2836,
4616,
2367,
1413,
1297,
1289,
1138,
4692,
1221,
1017,
1502,
1371,
1090,
889,
708,
903,
1050,
997,
606,
522,
516,
622,
634,
611,
487,
384,
376,
384,
363,
426,
402,
297,
285,
237,
246,
251,
326,
337,
260,
267,
352,
235,
238,
352,
353,
242,
253,
228,
235,
216,
288,
307,
249,
194,
218,
231,
224,
233,
266,
201,
190,
209,
169,
181,
198,
232,
174
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 1822.45%",
"予測される変化率: [カラム_0] 予測される変化率: -85.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.89倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 1822.45%",
"Forecasted change rate: [column_0] Forecasted change rate: -85.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.89 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
38,
54,
46,
43,
55,
61,
55,
50,
45,
36,
64,
52,
45,
51,
47,
79,
61,
59,
54,
58,
37,
62,
45,
51,
52,
68,
78,
48,
59,
43,
29,
45,
42,
42,
54,
54,
77,
56,
34,
47,
42,
36,
40,
47,
44,
106,
131,
64,
64,
46,
62,
58,
32,
40,
54,
70,
47,
40,
46,
40,
34,
41,
35,
61,
46,
48,
49,
33,
63,
36,
46,
52,
31,
57,
53,
61,
43,
31,
31,
36,
45,
50,
38,
34,
45,
91,
44,
34,
33,
51,
46,
29,
39,
40,
70,
74,
87,
36,
41,
46,
39,
40,
43,
49,
38,
36,
38,
52,
49,
44,
62,
30,
56,
33,
40,
44,
40,
47,
42,
47,
52,
54,
44,
48,
36,
50,
76,
37,
41,
50,
48,
44,
39,
39,
39,
35,
37,
48,
35,
41,
33,
26,
43,
48,
34,
43,
36,
36,
39,
31,
49,
41,
59,
54,
29,
40,
34,
41,
32,
48,
55,
67,
24,
32,
39,
47,
37,
32,
52,
53,
38,
55,
37,
39,
33,
45,
53,
33,
50,
38,
59,
47,
41,
37,
39,
49,
50,
47,
36,
44,
37,
41,
42,
50,
35,
49,
43,
67,
36,
37,
44,
36,
38,
45,
35,
41,
35,
45,
32,
55,
34,
37,
32,
45,
42,
51,
45,
30,
38,
43,
38,
44,
41,
48,
38,
28,
36,
37,
47,
44,
46,
40,
43,
34,
53,
37,
42,
43,
48,
29,
58,
44,
39,
37,
42,
38,
42,
46,
53,
55,
53,
46,
40,
41,
39,
27,
40,
46,
54,
42,
27,
35,
55,
41,
46,
44,
45,
212,
114,
134,
56,
81,
69,
57,
69,
54,
44,
54,
46,
33,
43,
29,
35,
50,
46,
46,
63,
55,
60,
40,
39,
45,
47,
45,
60,
41,
48,
32,
54,
61,
55,
57,
53,
41,
45,
152,
53,
57,
60,
67,
38,
48,
41,
29,
47,
59,
56,
64,
36,
41,
45,
47,
38,
41,
38,
35,
57,
51,
54,
46,
49,
46,
61,
51,
56,
42,
38,
49,
47,
55,
56,
57,
49,
44,
44,
38,
37,
25,
46,
32,
44,
49,
36,
46,
49,
41,
51,
52,
57,
62,
28,
35,
35,
30,
33,
63,
59,
35,
44,
40,
50,
65,
43,
48,
58,
44,
52,
50,
41,
55,
52,
36,
36,
51,
44,
41,
37,
40,
51,
62,
51,
43,
51,
37,
41,
39,
52,
30,
45,
62,
45,
36,
51,
57,
67,
61,
52,
52,
38,
37,
36,
29,
51,
50,
442,
3368,
1343,
519,
385,
339,
268,
241,
222,
218,
226,
224,
217,
201,
214,
172,
203,
186,
194,
127,
137,
138,
110,
136,
139,
138,
123,
114,
122,
123,
147,
144,
91,
98,
113,
107,
100,
65,
75,
90,
66,
81,
74,
115,
73,
60,
41,
107,
72,
69,
56,
50,
55,
62,
52,
51,
57,
52,
77,
63,
54,
46,
56,
53,
62,
71,
45,
95,
60,
58,
44,
41,
61,
50,
40,
43,
37,
45,
59,
81,
47,
43,
45,
44,
47,
32,
58,
51,
56,
42,
59,
48,
53,
45,
49,
77,
55,
61
] |
[
46,
55,
87,
72,
45,
47,
44,
52,
46,
64,
50,
53,
80,
50,
36,
55,
82,
52,
53,
46,
59,
44,
45,
43,
42,
55,
44,
46,
67,
55,
43,
59,
45,
55,
37,
59,
43,
24,
58,
60,
52,
56,
45,
59,
56,
51,
74,
48,
54,
56,
64,
50,
64,
42,
50,
46,
58,
39,
47,
61,
61,
61,
39,
82,
62,
66,
68,
59,
39,
44,
69,
38,
56,
56,
61,
61,
42,
51,
41,
41,
59,
49,
66,
63,
56,
33,
40,
46,
51,
45,
37,
51,
57,
62,
70,
53
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 60.53%",
"予測される変化率: [カラム_0] 予測される変化率: 15.22%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.31倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 61個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 60.53%",
"Forecasted change rate: [column_0] Forecasted change rate: 15.22%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.31 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 61",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
219,
227,
243,
329,
312,
231,
237,
249,
225,
220,
317,
328,
250,
490,
364,
395,
293,
388,
480,
320,
278,
261,
326,
297,
461,
386,
319,
644,
386,
301,
280,
340,
350,
243,
311,
274,
294,
294,
304,
349,
311,
546,
309,
346,
347,
310,
370,
287,
291,
284,
325,
285,
265,
320,
310,
277,
285,
299,
266,
330,
317,
250,
257,
296,
353,
239,
294,
397,
273,
313,
343,
796,
596,
460,
482,
407,
315,
348,
375,
300,
348,
386,
371,
327,
301,
299,
321,
370,
441,
418,
368,
504,
476,
399,
433,
462,
398,
362,
457,
440,
412,
1065,
955,
463,
419,
596,
627,
465,
693,
751,
483,
407,
423,
403,
387,
439,
520,
446,
394,
502,
384,
412,
364,
409,
358,
386,
439,
381,
324,
385,
483,
395,
373,
535,
406,
362,
462,
448,
471,
423,
397,
356,
280,
379,
501,
384,
598,
417,
380,
314,
612,
596,
445,
473,
443,
410,
322,
565,
533,
377,
398,
343,
375,
312,
347,
461,
360,
330,
331,
306,
341,
323,
341,
319,
367,
353,
360,
553,
409,
354,
384,
565,
433,
314,
395,
447,
566,
412,
368,
365,
384,
387,
459,
480,
495,
427,
440,
408,
327,
359,
496,
414,
574,
375,
396,
356,
377,
474,
356,
377,
415,
378,
358,
370,
465,
431,
433,
406,
374,
314,
493,
586,
369,
347,
408,
316,
391,
430,
365,
392,
432,
408,
413,
364,
541,
787,
429,
352,
391,
405,
360,
419,
526,
398,
362,
372,
400,
353,
405,
438,
394,
362,
372,
363,
358,
351,
394,
336,
331,
370,
382,
340,
393,
441,
342,
584,
622,
531,
301,
309,
458,
450,
384,
378,
340,
298,
347,
381,
349,
380,
343,
326,
356,
487,
672,
467,
421,
363,
325,
351,
405,
892,
522,
511,
399,
381,
333,
441,
428,
387,
343,
445,
353,
321,
364,
427,
331,
303,
352,
349,
355,
358,
411,
418,
396,
386,
374,
337,
354,
376,
392,
361,
380,
391,
309,
325,
413,
300,
314,
581,
570,
404,
338,
411,
358,
306,
638,
394,
308,
373,
553,
310,
327,
387,
431,
305,
384,
418,
354,
346,
308,
331,
330,
400,
404,
355,
303,
334,
320,
264,
341,
291,
255,
296,
738,
359,
261,
361,
330,
273,
310,
262,
272,
253,
331,
282,
328,
340,
343,
349,
313,
332,
311,
275,
289,
318,
282,
322,
313,
325,
339,
346,
336,
374,
361,
360,
346,
327,
358,
313,
339,
309,
295,
327,
332,
279,
339,
286,
361,
347,
362,
352,
327,
392,
327,
351,
333,
397,
337,
312,
349,
385,
354,
402,
432,
505,
463,
364,
388,
369,
431,
417,
471,
534,
681,
621,
435,
570,
787,
703,
608,
768,
651,
467,
674,
808,
649,
652,
731,
660,
515,
652,
891,
644,
630,
785,
625,
509,
684,
847,
727,
644,
791,
685,
507,
587,
736,
561,
564,
605,
569,
460,
615,
701,
666,
534,
530,
458,
461,
488,
560,
496,
551,
467,
509,
358,
452,
603,
481,
639,
533,
582,
422,
514,
724,
525,
477,
581,
414,
449,
520,
594,
458,
483,
620,
519,
439,
636,
614,
531,
551,
543
] |
[
484,
438,
476,
587,
473,
421,
486,
454,
367,
454,
479,
476,
488,
524,
428,
420,
446,
528,
429,
446,
508,
489,
379,
450,
479,
416,
465,
440,
450,
386,
474,
518,
460,
502,
551,
519,
2809,
599,
594,
623,
720,
578,
531,
452,
509,
612,
471,
433,
479,
501,
422,
487,
519,
409,
408,
517,
422,
404,
407,
542,
434,
474,
487,
386,
381,
452,
507,
410,
492,
490,
397,
389,
586,
563,
397,
373,
470,
442,
422,
452,
474,
425,
417,
413,
437,
420,
389,
492,
399,
365,
427,
454,
408,
484,
527,
398
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 147.95%",
"予測される変化率: [カラム_0] 予測される変化率: -17.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 147.95%",
"Forecasted change rate: [column_0] Forecasted change rate: -17.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 56",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 4 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 4.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
4,
2,
3,
5,
1,
7,
6,
8,
0,
6,
13,
2,
4,
9,
3,
3,
4,
5,
6,
2,
2,
6,
2,
4,
3,
1,
6,
6,
3,
4,
2,
1,
2,
2,
3,
3,
2,
2,
5,
0,
4,
6,
8,
5,
3,
2,
0,
1,
5,
2,
2,
3,
3,
3,
1,
0,
5,
6,
3,
2,
1,
4,
3,
1,
5,
2,
1,
5,
2,
5,
1,
3,
4,
3,
4,
5,
19,
158,
26,
25,
29,
11,
14,
9,
15,
24,
13,
18,
8,
13,
16,
20,
14,
15,
12,
14,
35,
14,
29,
9,
24,
15,
31,
20,
16,
22,
11,
12,
16,
9,
11,
15,
19,
15,
39,
22,
17,
21,
15,
13,
11,
19,
18,
17,
12,
17,
17,
14,
17,
19,
18,
14,
22,
19,
5,
95,
52,
12,
20,
12,
23,
14,
21,
29,
36,
22,
22,
13,
14,
23,
19,
12,
7,
16,
108,
31,
22,
62,
22,
15,
20,
24,
10,
13,
22,
12,
12,
19,
11,
15,
17,
17,
9,
15,
23,
16,
14,
16,
10,
9,
83,
67,
36,
35,
58,
25,
22,
21,
6,
11,
25,
57,
22,
33,
17,
389,
178,
17,
315,
52,
24,
21,
28,
436,
40,
36,
21,
15,
21,
11,
13,
10,
21,
18,
11,
8,
7,
13,
19,
33,
20,
13,
13,
13,
19,
16,
14,
16,
7,
37,
23,
85,
101,
54,
30,
39,
15,
21,
14,
15,
12,
15,
19,
13,
17,
24,
25,
21,
22,
15,
17,
18,
15,
94,
11,
23,
12,
19,
17,
14,
16,
21,
20,
16,
17,
14,
14,
18,
21,
19,
18,
20,
10,
29,
16,
13,
37,
9,
64,
46,
79,
16,
162,
747,
17,
46,
21,
86,
25,
69,
51,
17,
32,
155,
98,
27,
20,
35,
166,
14,
15,
15,
56,
29,
157,
31,
30,
44,
33,
84,
9,
75,
18,
50,
63,
16,
52,
21,
51,
48,
15,
12,
20,
23,
19,
45,
21,
16,
52,
53,
37,
46,
38,
21,
6,
22,
13,
36,
29,
110,
18,
43,
81,
25,
15,
32,
53,
42,
37,
23,
52,
34,
29,
132,
28,
35,
39,
68,
61,
38,
34,
15,
33,
338,
17,
16,
38,
30,
50,
16,
11,
32,
10,
23,
29,
18,
20,
16,
30,
45,
37,
38,
61,
13,
35,
25,
22,
22,
18,
468,
223,
22,
21,
22,
75,
21,
23,
36,
44,
15,
79,
25,
20,
22,
13,
26,
75,
28,
23,
41,
20,
34,
24,
19,
31,
19,
20,
24,
13,
14,
7,
15,
34,
19,
32,
25,
24,
41,
12,
124,
29,
22,
23,
20,
21,
13,
13,
29,
9,
90,
18,
44,
252,
75,
33,
146,
68,
36,
131,
81,
24,
33,
28,
27,
42,
47,
117,
52,
40,
62,
55,
33,
281,
93,
135,
4417,
441,
317,
354,
131,
78,
476,
98,
64,
82,
44,
45,
36,
23,
16,
111,
35,
18,
24,
15,
32,
28,
41,
16,
44,
75,
68,
86,
44,
21,
34,
27,
47,
41,
50,
82,
47,
22,
28,
20,
22,
24,
35,
91,
26,
46
] |
[
31,
15,
29,
22,
34,
25,
40,
27,
22,
18,
20,
42,
22,
96,
86,
97,
299,
163,
22,
28,
127,
84,
1522,
1426,
426,
66,
79,
86,
107,
61,
196,
50,
24,
158,
77,
194,
60,
40,
38,
35,
75,
66,
36,
27,
39,
30,
30,
26,
42,
33,
32,
73,
205,
32,
42,
168,
64,
122,
59,
46,
80,
247,
132,
139,
58,
65,
33,
89,
112,
102,
26,
29,
31,
27,
60,
28,
36,
57,
53,
68,
36,
83,
61,
176,
57,
39,
59,
42,
208,
53,
40,
35,
63,
31,
37,
206
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 2200.00%",
"予測される変化率: [カラム_0] 予測される変化率: 564.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.75倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 2200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 564.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.75 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
15,
8,
5,
7,
11,
6,
2,
4,
7,
4,
6,
7,
8,
9,
5,
4,
2,
7,
14,
4,
2,
5,
6,
14,
8,
3,
135,
36,
12,
13,
8,
19,
7,
4,
2,
9,
8,
8,
214,
19,
10,
11,
4,
9,
7,
16,
26,
8,
4044,
654,
108,
70,
68,
44,
24,
30,
24,
37,
28,
26,
17,
12,
16,
7,
12,
17,
11,
16,
14,
14,
9,
7,
6,
13,
19,
9,
15,
5,
5,
10,
10,
12,
4,
1865,
1205,
166,
67,
107,
47,
23,
20,
22,
19,
14,
21,
18,
20,
10,
16,
6,
10,
9,
17,
2,
6,
4,
8,
7,
15,
20,
8,
7,
16,
8,
8,
16,
19,
10,
14,
16,
7,
6,
20,
79,
10,
5,
12,
11,
5,
22,
22,
14,
4,
8,
3,
15,
1,
4,
5,
4,
3,
4,
11,
4,
15,
1,
7,
4,
4,
7,
1,
14,
19,
20,
6,
4,
12,
18,
13,
2,
9,
6,
11,
11,
9,
12,
11,
10,
13,
6,
12,
29,
31,
6,
8,
8,
7,
9,
3,
10,
4,
5,
2,
8,
4,
6,
21,
3,
1,
9,
1,
4,
4,
7,
8,
1,
6,
206,
1888,
719,
108,
48,
35,
24,
7,
82,
22,
20,
10,
13,
11,
3,
21,
26,
10,
9,
6,
7,
4,
11,
5,
8,
9,
11,
15,
7,
8,
18,
9,
10,
45,
31,
14,
11,
12,
19,
8,
10,
12,
4,
5,
17,
17,
11,
14,
6,
11,
6,
15,
12,
8,
8,
4,
4,
7,
14,
11,
9,
30,
8,
12,
6,
9,
7,
13,
7,
4,
6,
10,
7,
6,
12,
8,
12,
4,
3,
11,
12,
7,
9,
11,
8,
14,
12,
14,
4,
20,
11,
8,
12,
12,
14,
9,
7,
6,
7,
8,
11,
15,
9,
7,
11,
4,
13,
14,
6,
5,
7,
4,
4,
7,
15,
18,
7,
4,
7,
9,
4,
16,
73,
16,
9,
14,
20,
75,
14,
13,
74,
53,
23,
22,
19,
10,
7,
9,
6,
6,
13,
5,
6,
7,
1,
7,
10,
6,
6,
3,
8,
2,
3,
5,
4,
6,
16,
6,
12,
9,
6,
4,
5,
6,
21,
5,
9,
4,
1,
3,
5,
32,
8,
7,
3,
3,
8,
6,
8,
4,
4,
3,
7,
4,
4,
4,
2,
3,
13,
5,
2,
4,
5,
6,
0,
8,
3,
8,
9,
4,
5,
2,
10,
10,
8,
1,
11,
9,
4,
9,
3,
5,
10,
13,
1,
10,
4,
6,
2,
16,
3,
14,
58,
7,
8,
12,
7,
11,
9,
12,
10,
5,
3,
5,
5,
7,
3,
3,
5,
10,
13,
6,
3,
5,
5,
9,
8,
11,
49,
12,
6,
8,
7,
2,
4,
15,
7,
2,
8,
5,
4,
15,
16,
5,
4,
2,
4,
2,
16,
15,
3,
4,
6,
5,
13,
8,
8,
10,
8,
17,
7,
16,
10,
20,
9,
14,
8,
9,
4,
19,
6,
18,
6,
6,
10,
7,
12,
22,
10,
2,
3,
7,
5,
3,
4,
1,
2,
5,
20,
9,
11,
33,
5,
4,
3
] |
[
6,
7,
9,
7,
7,
7,
9,
4,
12,
3,
8,
2,
2,
4,
5,
4,
14,
14,
5,
3,
6,
3,
9,
16,
10,
8,
11,
13,
5,
8,
9,
13,
8,
5,
10,
6,
8,
7,
7,
5,
2,
2,
3,
9,
12,
0,
4,
4,
2,
2,
6,
13,
14,
6,
11,
5,
3,
10,
8,
13,
8,
6,
6,
14763,
9030,
3624,
918,
407,
270,
372,
252,
569,
4320,
954,
345,
133,
106,
89,
54,
76,
73,
42,
49,
20,
56,
53,
58,
57,
53,
37,
43,
33,
29,
25,
37,
30
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -80.00%",
"予測される変化率: [カラム_0] 予測される変化率: 400.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.55倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 46個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -80.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 400.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.55 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 46",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 54 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 54.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2912,
3754,
3037,
4896,
4506,
3240,
3960,
3321,
3498,
3670,
4359,
4454,
3849,
4132,
4666,
3841,
4554,
9320,
7941,
5747,
4749,
4293,
4561,
4841,
5794,
5560,
3734,
3777,
3556,
3324,
4187,
5284,
5550,
4000,
5329,
4677,
6115,
9399,
12865,
20388,
8706,
6548,
6308,
5228,
5633,
8869,
16417,
8468,
6466,
6389,
5183,
5260,
6116,
6778,
4593,
4714,
4000,
4577,
4037,
4577,
5192,
3977,
3539,
4241,
3785,
3586,
4602,
6005,
3710,
3512,
3217,
3183,
4020,
4351,
4684,
3735,
3623,
3035,
3778,
3647,
5085,
9204,
5165,
4259,
3653,
3682,
4516,
4841,
4198,
3215,
2996,
3315,
3019,
3465,
4368,
4352,
3762,
3529,
3181,
2961,
3148,
3618,
3811,
3208,
3100,
3237,
3257,
3446,
4140,
4272,
3494,
3711,
3832,
3637,
4333,
5130,
4345,
3927,
4196,
4812,
4548,
3386,
3668,
4282,
3112,
3056,
3400,
3363,
3246,
3607,
5943,
3673,
3977,
3637,
3683,
3214,
3901,
6516,
3782,
3758,
3611,
3567,
3807,
5711,
4502,
3561,
3789,
3675,
3289,
3436,
4088,
5581,
4419,
3637,
3494,
4134,
4367,
4314,
5459,
4182,
4372,
4012,
3613,
3803,
4536,
5166,
3437,
3327,
3501,
3368,
3729,
3829,
3855,
3536,
3388,
3729,
3747,
4317,
4762,
4808,
3423,
4154,
4509,
3713,
4630,
5217,
5459,
4421,
4061,
4052,
4378,
4769,
4868,
4835,
3922,
3792,
4063,
3899,
5751,
5256,
4517,
3988,
4161,
3767,
3650,
4262,
4144,
5352,
4062,
4893,
4242,
3854,
3564,
4749,
4750,
3383,
3196,
3541,
3085,
3217,
3448,
4393,
3483,
3127,
4051,
3259,
3282,
3961,
3767,
3570,
3176,
3224,
3358,
3785,
4602,
4216,
3282,
3029,
2831,
3421,
5992,
4526,
6978,
3609,
3228,
4833,
4326,
4163,
4046,
4400,
4526,
4133,
3689,
3529,
4082,
7055,
5781,
7118,
5199,
4263,
4716,
4227,
4468,
4422,
3517,
4481,
3545,
4877,
4047,
4072,
5287,
3974,
4088,
3694,
3557,
3458,
3847,
4042,
3734,
4177,
3936,
4399,
5180,
4140,
4771,
3484,
3434,
3083,
3463,
3180,
3735,
5141,
3214,
3540,
3958,
4675,
3997,
4892,
4913,
4015,
4674,
4209,
5269,
6408,
6266,
6966,
5525,
5603,
5180,
5335,
4884,
11416,
10887,
9177,
6759,
6012,
5905,
5595,
6202,
6889,
5798,
5826,
5377,
5814,
8498,
8018,
14609,
9237,
6786,
6179,
5820,
5420,
7268,
7356,
5850,
5378,
5249,
4779,
5150,
5569,
6160,
4585,
4575,
4753,
6199,
5137,
5371,
5163,
5664,
4919,
4011,
4651,
4600,
5544,
6661,
4641,
4179,
4126,
3991,
3806,
5608,
5439,
4222,
5007,
4234,
4670,
4188,
4139,
5752,
5129,
4256,
4365,
4718,
3997,
5103,
4539,
3710,
5579,
5040,
3574,
3472,
4212,
4602,
3961,
3921,
3469,
3760,
3636,
4328,
5112,
3429,
3224,
3736,
3647,
3961,
4700,
6464,
6766,
4623,
4671,
4844,
3988,
4291,
4727,
7390,
15212,
5315,
3688,
3457,
3723,
3971,
4421,
5072,
3311,
3300,
4864,
3857,
5473,
3608,
4243,
4344,
3909,
3906,
3819,
5271,
3951,
3312,
3696,
3879,
4468,
5536,
4980,
3999,
3191,
4158,
3945,
3860,
3553,
4175,
3508,
3806,
3102,
3195,
3254,
3742,
4469,
3059,
3178,
3622,
3871,
4228,
3965,
7567,
5289,
4441,
3555,
3383,
3230,
4040,
4475,
3131,
3456,
3166,
3244,
2898,
3375,
4137,
4483,
4263,
3881,
3451,
3302,
3287,
4147,
2948,
3702,
3514,
3203,
3298,
4154,
4054,
4063,
3789,
3283,
4201,
2794,
3752,
4927,
3971,
3557,
3714,
3281,
3204,
4329,
4571,
3062,
3070,
2845,
3210,
2999,
4091,
3716,
3736,
2998,
3698,
2896,
3234,
4379,
3665,
3269,
3119,
3509
] |
[
3148,
3414,
3747,
3772,
3411,
6566,
4416,
3734,
3552,
4315,
4014,
3590,
4091,
4329,
3378,
3671,
3948,
4389,
3203,
4032,
3395,
3753,
3245,
3840,
5810,
3306,
2864,
2891,
3036,
3010,
3305,
4252,
3549,
3376,
4938,
3589,
3678,
3667,
4999,
3869,
3533,
3290,
3924,
4389,
4256,
4376,
3239,
3183,
3287,
3255,
3267,
3805,
4320,
4681,
3478,
3665,
2912,
3618,
4536,
7519,
5751,
4020,
3338,
3176,
3318,
3688,
3751,
3235,
3358,
3020,
3676,
3034,
4277,
3842,
2864,
2873,
2827,
4160,
3705,
3283,
4375,
2925,
2588,
2757,
2565,
2980,
4014,
3470,
3207,
2946,
3397,
3524,
3545,
3914,
4334,
4902
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 20.50%",
"予測される変化率: [カラム_0] 予測される変化率: 55.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.36倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 20.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 55.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.36 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 64.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
4,
44,
57,
4,
55,
23,
5,
9,
13,
18,
13,
19,
20,
7,
7,
9,
22,
22,
34,
19,
4,
6,
24,
35,
27,
12,
27,
7,
9,
23,
15,
14,
13,
23,
10,
10,
10,
22,
25,
23,
23,
4,
3,
20,
10,
31,
21,
13,
12,
9,
10,
27,
30,
27,
20,
15,
5,
20,
21,
24,
16,
20,
14,
13,
26,
16,
20,
26,
19,
6,
9,
23,
13,
21,
18,
23,
4,
4,
21,
20,
26,
33,
30,
7,
5,
23,
47,
23,
17,
11,
6,
15,
26,
16,
19,
19,
18,
6,
8,
19,
27,
21,
15,
20,
6,
6,
23,
24,
28,
27,
14,
6,
9,
20,
36,
30,
16,
13,
6,
5,
40,
27,
23,
26,
20,
10,
12,
21,
22,
27,
34,
13,
9,
10,
22,
29,
23,
21,
28,
11,
10,
25,
27,
25,
24,
21,
9,
4,
15,
30,
31,
18,
32,
6,
11,
42,
39,
21,
28,
24,
5,
14,
29,
39,
36,
31,
47,
17,
22,
32,
32,
36,
36,
21,
5,
10,
35,
18,
29,
28,
42,
11,
7,
37,
35,
37,
19,
18,
9,
9,
27,
16,
29,
30,
21,
12,
11,
35,
27,
31,
21,
33,
8,
23,
17,
41,
28,
18,
22,
10,
12,
26,
43,
49,
18,
22,
7,
13,
24,
18,
31,
38,
32,
7,
14,
21,
28,
25,
34,
12,
11,
8,
12,
37,
23,
34,
19,
7,
7,
25,
20,
20,
36,
23,
10,
10,
16,
24,
32,
33,
26,
7,
15,
17,
49,
42,
20,
25,
6,
9,
20,
35,
33,
27,
20,
10,
12,
25,
19,
16,
16,
28,
12,
8,
33,
15,
4,
6,
2,
8,
2,
7,
2,
3,
2,
4,
2,
0,
0,
1,
2
] |
[
2,
2,
3,
1,
3,
2,
2,
3,
1,
3,
1,
0,
1,
1,
3,
1,
1,
1,
2,
6,
1,
3,
5,
1,
2,
4,
2,
3,
1,
2,
1,
4,
1,
0,
2,
3,
2,
2,
1,
0,
2,
0,
2,
2,
3,
0,
0,
1,
2,
2,
0,
0,
1,
0,
3,
1,
2,
1,
2,
1,
1,
1,
3,
2,
2,
0,
0,
2,
3,
0,
2,
1,
0,
1,
1,
0,
1,
3,
7,
2,
1,
3,
0,
1,
1,
2,
2,
1,
2,
1,
2,
6,
2,
0,
2,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -50.00%",
"予測される変化率: [カラム_0] 予測される変化率: -100.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.27倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.27 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 24.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
7,
9,
10,
13,
136,
7,
6,
5,
9,
5,
4,
9,
21,
5,
8,
3,
11,
4,
10,
18,
6,
8,
10,
13,
13,
6,
3,
26,
8,
6,
5,
5,
2,
8,
3,
5,
9,
6,
6,
7,
3,
6,
5,
2,
10,
2,
15,
4,
6,
9,
3,
3,
3,
5,
8,
5,
12,
2,
8,
5,
2,
8,
2,
5,
4,
3,
8,
4,
4,
6,
2,
2,
5,
6,
1,
5,
12,
8,
10,
13,
7,
12,
14,
7,
15,
7,
9,
6,
23,
22,
30,
12,
7,
14,
9,
19,
10,
11,
8,
4,
11,
6,
6,
10,
9,
12,
17,
9,
7,
8,
14,
12,
27,
5,
7,
4,
6,
6,
9,
13,
11,
6,
8,
6,
6,
8,
3,
4,
36,
6,
25,
4,
33,
15,
10,
5,
5,
10,
6,
7,
25,
19,
5,
11,
8,
7,
8,
10,
7,
10,
13,
5,
8,
7,
13,
9,
8,
9,
10,
14,
25,
4,
4,
9,
12,
17,
9,
10,
11,
7,
8,
7,
10,
9,
14,
8,
7,
9,
8,
6,
11,
9,
9,
4,
17,
4,
8,
7,
21,
10,
10,
8,
4,
5,
13,
9,
10,
11,
8,
7,
15,
5,
14,
9,
10,
8,
15,
14,
10,
6,
25,
23,
18,
124,
12,
10,
12,
13,
21,
15,
14,
6,
14,
11,
13,
22,
10,
5,
6,
4,
12,
9,
9,
23,
7,
36,
12,
6,
10,
32,
16,
11,
11,
23,
9,
9,
17,
11,
12,
12,
9,
15,
4,
170,
4,
8,
13,
6,
11,
12,
8,
40,
28,
22,
25,
7,
5,
9,
9,
11,
24,
13,
8,
35,
7,
18,
10,
10,
8,
10,
12,
7,
10,
6,
8,
9,
7,
9,
6,
19,
10,
9,
9,
27,
13,
12,
10,
14,
15,
8,
5,
15,
8,
7,
5,
5,
5,
13,
9,
8,
7,
7,
9,
8,
15,
6,
13,
11,
10,
7,
4,
27,
21,
20,
19,
12,
11,
10,
9,
13,
8,
22,
16,
11,
18,
13,
12,
67,
6,
20,
13,
10,
6,
10,
9,
8,
5,
16,
11,
10,
8,
11,
26,
51,
8,
15,
27,
24,
13,
17,
10,
10,
3,
17,
4,
22,
16,
5,
12,
82,
18,
22,
18,
12,
8,
11,
13,
14,
11,
10,
19,
6,
23,
9,
23,
11,
31,
40,
8,
16,
10,
49,
16,
15,
13,
12,
11,
13,
17,
7,
9,
11,
10,
5,
15,
73,
12,
16,
16,
48,
56,
10,
27,
21,
6,
14,
7,
9,
13,
2,
8,
10,
11,
9,
36,
4,
12,
8,
9,
9,
5,
11,
8,
14,
11,
22,
16,
17,
14,
8,
11,
12,
5,
6,
13,
14,
13,
4,
8,
11,
11,
19,
7,
4,
7,
4,
14,
17,
5,
17,
6,
7,
15,
11,
12,
13,
10,
33,
4,
8,
4,
13,
22,
11,
9,
13,
8,
13,
9,
6,
6,
10,
11,
15,
10,
4,
22,
13,
16,
10,
11,
1,
12,
11,
11,
8,
9,
1,
3,
20,
4,
14,
9,
10,
9,
16,
12,
44,
87,
61,
10,
11
] |
[
13,
7,
11,
163,
23,
15,
20,
22,
3,
13,
11,
7,
6,
18,
12,
8,
10,
11,
19,
50,
15,
34,
17,
22,
14,
26,
16,
12,
12,
18,
20,
12,
15,
16,
10,
8,
18,
7,
30,
10,
24,
10,
11,
10,
6,
6,
6,
7,
9,
15,
13,
10,
15,
38,
61,
12,
15,
9,
24,
35,
30,
24,
48,
9,
28,
35,
12,
10,
20,
32,
9,
32,
36,
7,
158,
83,
46,
14,
34,
22,
14,
27,
34,
17,
17,
45,
15,
18,
47,
28,
40,
10,
22,
10,
19,
15
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 57.14%",
"予測される変化率: [カラム_0] 予測される変化率: 15.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.15倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 57.14%",
"Forecasted change rate: [column_0] Forecasted change rate: 15.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.15 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 8 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 8.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
400,
849,
609,
364,
480,
455,
441,
402,
367,
364,
350,
530,
701,
350,
407,
406,
297,
291,
460,
564,
345,
363,
337,
661,
384,
464,
470,
374,
395,
360,
334,
323,
439,
367,
337,
280,
351,
334,
369,
358,
277,
323,
394,
378,
431,
378,
370,
335,
338,
308,
345,
451,
365,
405,
346,
518,
463,
408,
392,
323,
369,
344,
372,
356,
347,
641,
395,
598,
447,
497,
381,
497,
526,
401,
551,
428,
373,
421,
551,
447,
535,
561,
454,
532,
947,
859,
602,
545,
644,
996,
638,
453,
401,
351,
349,
483,
397,
330,
410,
404,
313,
466,
566,
445,
414,
404,
649,
367,
354,
397,
398,
382,
408,
348,
394,
592,
558,
421,
474,
336,
324,
496,
342,
379,
662,
622,
621,
678,
612,
761,
924,
781,
641,
653,
549,
619,
1935,
2336,
2292,
2880,
2951,
2722,
1763,
1600,
1990,
1451,
1297,
1015,
1020,
820,
763,
901,
793,
625,
569,
557,
535,
563,
647,
589,
657,
632,
652,
534,
1085,
1118,
1378,
1082,
626,
665,
714,
613,
692,
687,
595,
507,
559,
541,
3137,
2492,
2113,
2014,
1831,
1724,
1678,
1719,
2358,
1690,
1467,
1245,
1162,
1434,
1192,
1472,
1037,
832,
753,
716,
714,
643,
799,
678,
634,
555,
563,
632,
655,
767,
674,
594,
544,
541,
554,
508,
789,
607,
496,
481,
580,
468,
527,
526,
694,
601,
593,
730,
626,
670,
647,
613,
541,
549,
478,
455,
500,
543,
472,
465,
475,
446,
1043,
521,
587,
491,
423,
458,
391,
730,
511,
556,
479,
513,
515,
541,
409,
418,
623,
821,
702,
584,
603,
744,
480,
534,
522,
717,
613,
823,
993,
740,
651,
588,
417,
400,
482,
452,
493,
602,
575,
512,
493,
456,
890,
591,
706,
692,
539,
555,
542,
533,
512,
771,
742,
930,
813,
851,
1310,
1130,
1154,
1030,
763,
657,
539,
548,
532,
589,
490,
486,
474,
510,
549,
444,
514,
480,
635,
473,
500,
455,
479,
567,
518,
474,
444,
439,
443,
500,
524,
454,
509,
445,
376,
472,
456,
511,
422,
729,
610,
489,
511,
447,
581,
546,
500,
462,
490,
647,
450,
635,
503,
463,
573,
540,
416,
840,
591,
405,
401,
397,
410,
528,
530,
531,
486,
479,
520,
505,
669,
960,
960,
798,
1203,
712,
645,
534,
519,
503,
543,
525,
486,
516,
912,
745,
607,
531,
658,
511,
464,
594,
669,
613,
750,
691,
762,
677,
708,
828,
590,
563,
493,
466,
405,
473,
371,
395,
409,
425,
370,
382,
395,
334,
396,
409,
427,
365,
637,
373,
377,
404,
398,
498,
508,
826,
539,
490,
556,
500,
419,
399,
373,
379,
413,
468,
458,
437,
463,
398,
354,
436,
908,
638,
458,
426,
385,
345,
361,
455,
416,
381,
319,
337,
333,
333,
405,
406,
395,
344,
341,
314,
388,
440,
395,
357,
344,
321,
363,
461,
452,
501,
512,
444,
624,
496,
531,
447,
440,
327,
389,
416,
362,
342,
486,
403,
472,
431,
337,
354,
375,
518,
584,
490,
439,
424,
459,
452,
546,
502,
707,
2565,
6031,
7063,
6654,
6101,
3961,
3665,
1797,
1321,
1074,
1031,
1126,
1113,
1367,
1073
] |
[
1140,
962,
1074,
1140,
903,
794,
941,
815,
756,
658,
889,
766,
754,
791,
891,
862,
833,
934,
720,
578,
1111,
868,
482,
589,
725,
746,
701,
740,
595,
560,
550,
1035,
1216,
945,
766,
690,
681,
764,
2110,
1497,
1175,
1080,
818,
771,
778,
812,
753,
858,
799,
1386,
894,
676,
842,
689,
644,
751,
797,
797,
900,
953,
774,
720,
604,
611,
661,
717,
938,
804,
897,
755,
637,
661,
611,
680,
732,
672,
574,
580,
656,
702,
692,
644,
670,
813,
1265,
592,
540,
684,
609,
683,
553,
686,
445,
747,
885,
647
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 168.25%",
"予測される変化率: [カラム_0] 予測される変化率: -43.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.90倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 168.25%",
"Forecasted change rate: [column_0] Forecasted change rate: -43.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.90 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 20 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
566,
588,
1534,
687,
686,
915,
776,
857,
1444,
4371,
1635,
1175,
972,
907,
641,
640,
1658,
847,
709,
632,
609,
567,
562,
525,
9443,
1981,
791,
3067,
1646,
2868,
1097,
1073,
1848,
746,
881,
1001,
9868,
3579,
2202,
1591,
1029,
854,
889,
1392,
1259,
937,
907,
830,
775,
739,
2138,
883,
687,
1792,
1105,
766,
647,
872,
925,
938,
826,
836,
802,
670,
832,
1556,
866,
796,
723,
1343,
808,
631,
628,
737,
629,
482,
660,
786,
541,
567,
635,
696,
590,
604,
477,
547,
620,
532,
7674,
1014,
620,
561,
16065,
4703,
4650,
2225,
1891,
1133,
1011,
8077,
2625,
37400,
7983,
3133,
2066,
1634,
7910,
16092,
48525,
16026,
7611,
3686,
2262,
1901,
1826,
1914,
3429,
1663,
1130,
1080,
3385,
1488,
1120,
1062,
1112,
1251,
939,
865,
924,
1071,
883,
688,
1157,
1759,
2501,
1403,
666,
964,
555,
760,
482,
1168,
789,
770,
787,
555,
639,
703,
2415,
2311,
1195,
952,
1980,
785,
674,
1391,
690,
797,
1156,
533,
2072,
691,
619,
596,
731,
689,
551,
581,
436,
509,
470,
791,
721,
576,
551,
1022,
2551,
1166,
2302,
1701,
837,
894,
6089,
2941,
1536,
2038,
1289,
692,
606,
578,
563,
686,
24576,
29695,
2716,
1521,
1170,
936,
1052,
7256,
1972,
914,
852,
765,
983,
2139,
1914,
1270,
2428,
3039,
1613,
1014,
869,
1467,
1485,
1054,
1434,
1200,
1150,
944,
1244,
927,
878,
662,
698,
1138,
1731,
4366,
2781,
1212,
1451,
1591,
1584,
3745,
3597,
3461,
7862,
2842,
1758,
1244,
1681,
1783,
1600,
2009,
1215,
1133,
882,
1389,
1308,
2357,
1173,
1278,
1107,
1063,
2955,
1162,
1287,
1186,
711,
783,
1091,
2970,
1653,
1271,
3147,
1437,
889,
2202,
1578,
1709,
1382,
1272,
826,
772,
644,
1231,
1118,
847,
688,
636,
1979,
1306,
1344,
1174,
1125,
780,
1009,
1480,
975,
1455,
1247,
1284,
789,
660,
595,
724,
785,
972,
752,
686,
1470,
6057,
2408,
4906,
2476,
1499,
1566,
1987,
1013,
795,
2150,
1229,
931,
744,
635,
2006,
1143,
1140,
926,
1416,
948,
1146,
1060,
1894,
1548,
1961,
1656,
845,
1090,
797,
681,
578,
893,
944,
629,
632,
613,
558,
799,
842,
1138,
1100,
1411,
1615,
876,
675,
1216,
2271,
1802,
941,
987,
845,
1704,
1439,
1065,
1755,
1372,
816,
692,
1442,
931,
686,
621,
531,
513,
555,
678,
692,
1496,
1008,
616,
542,
494,
583,
589,
549,
576,
756,
12254,
1197,
798,
987,
899,
1018,
1156,
726,
677,
726,
610,
606,
613,
508,
571,
647,
939,
876,
700,
11429,
1064,
664,
643,
591,
656,
631,
607,
521,
510,
1857,
765,
1023,
915,
680,
546,
712,
665,
561,
683,
970,
734,
710,
641,
739,
1003,
738,
705,
952,
1100,
658,
514,
1228,
909,
950,
1104,
1366,
756,
1067,
968,
929,
1074,
1152,
673,
545,
423,
965,
594,
518,
1077,
742,
490,
468,
450,
583,
922,
489,
759,
548,
796,
3261,
2474,
1961,
3327,
982,
717,
596,
590,
3423,
1404,
1964,
1645,
1297,
1864,
15021,
2170,
2984,
6675,
1369,
1036,
1444,
1487,
1014,
1028,
939,
1363,
1157,
843,
1575,
1078,
1134,
1360,
958,
778,
613,
1430,
51424,
51166,
6649,
3892,
2018,
1727,
2174,
2558,
12772,
3428,
2971,
1603,
5165,
1874,
2100,
1716,
1084,
876,
848
] |
[
2826,
2230,
1747,
2896,
1962,
3977,
1426,
3754,
1526,
1427,
1422,
886,
728,
2135,
1332,
878,
2250,
1597,
784,
772,
983,
835,
1524,
87640,
20968,
5922,
3065,
1878,
1813,
1641,
2210,
2131,
1518,
1376,
1172,
1264,
1737,
1602,
1683,
849,
904,
2342,
1296,
2261,
1647,
1261,
932,
876,
10927,
2590,
2306,
1489,
10788,
2142,
3578,
1351,
3353,
4339,
21291,
6208,
3552,
1798,
1553,
1670,
1930,
1914,
1582,
1399,
1431,
1481,
1003,
929,
1442,
1495,
825,
742,
789,
1141,
1878,
976,
1093,
1105,
2523,
1161,
1396,
1446,
2545,
1331,
946,
1271,
4502,
1602,
2124,
1260,
1914,
1580
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 49.82%",
"予測される変化率: [カラム_0] 予測される変化率: -44.09%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.57倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 49.82%",
"Forecasted change rate: [column_0] Forecasted change rate: -44.09%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.57 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 34 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 34.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1459,
1487,
1538,
1685,
1737,
1553,
1448,
1395,
1457,
1771,
1985,
2405,
2264,
2515,
2106,
2057,
1911,
2028,
2057,
2086,
2042,
1870,
1685,
1449,
1370,
1474,
1430,
1290,
1283,
1438,
1283,
1288,
1513,
1504,
1706,
1569,
1469,
1605,
2035,
2021,
1707,
1764,
1707,
1719,
1672,
1853,
1956,
1803,
1582,
1561,
1441,
1671,
4321,
20586,
3920,
2594,
2099,
1828,
1755,
1691,
1766,
1476,
1273,
1221,
1163,
1289,
1471,
1549,
1131,
1024,
1121,
1052,
1128,
1356,
1480,
1216,
1166,
1063,
983,
950,
1232,
1562,
1101,
1030,
981,
1033,
1075,
1271,
1474,
1097,
1049,
1067,
1150,
1310,
1537,
1747,
1344,
1182,
1170,
1182,
1364,
1530,
1648,
1171,
1111,
1232,
1077,
1178,
1414,
1589,
1230,
1152,
1075,
1032,
1146,
1311,
1510,
1086,
1038,
1098,
1128,
1190,
1349,
1472,
1248,
1134,
1246,
1070,
1168,
1326,
1653,
1189,
1092,
999,
1074,
1119,
1306,
1416,
966,
1000,
988,
975,
1063,
1223,
1313,
999,
879,
952,
949,
1062,
1869,
2063,
1234,
1225,
1146,
1438,
1425,
1721,
1824,
1399,
1238,
1284,
1220,
1368,
3589,
8939,
2835,
2234,
4016,
1953,
1575,
1771,
1657,
1229,
1222,
1172,
1253,
1162,
1451,
1570,
1415,
1376,
1214,
908,
1473,
1654,
1730,
1733,
1570,
1530,
1785,
1999,
1994,
1896,
1646,
1468,
1434,
1499,
1574,
1885,
1898,
1684,
1598,
1828,
1754,
1844,
2292,
2365,
1820,
1661,
1729,
1608,
1721,
2045,
2059,
1565,
1832,
2431,
1527,
1463,
1751,
1858,
1477,
1495,
1384,
1421,
1693,
10646,
4156,
2746,
4206,
2208,
1618,
1583,
1863,
2079,
1910,
1711,
1538,
1427,
1563,
1893,
2019,
2282,
1734,
1469,
1567,
1808,
2042,
2240,
2438,
2205,
1647,
2296,
6859,
7615,
3083,
2082,
1803,
1799,
1861,
1930,
2599,
2675,
2061,
2040,
2373,
2814,
3408,
4220,
4273,
3013,
2749,
2556,
2528,
2627,
5248,
19943,
12839,
3372,
2435,
2198,
2014,
2372,
2301,
1800,
1638,
1551,
1411,
1509,
1610,
1775,
1319,
1396,
1219,
1295,
1331,
1502,
1618,
1139,
1067,
946,
935,
913,
1084,
1218,
1361,
1158,
967,
1037,
990,
1208,
1282,
1096,
903,
940,
937,
927,
1092,
1145,
948,
859,
890,
877,
886,
998,
1309,
832,
826,
831,
906,
919,
1072,
1098,
935,
923,
957,
877,
1018,
2323,
2387,
1303,
1062,
1024,
925,
901,
889,
1066,
912,
827,
811,
834,
828,
927,
1030,
874,
876,
799,
806,
820,
821,
938,
811,
952,
984,
881,
995,
998,
1189,
1073,
987,
934,
888,
925,
1019,
984,
968,
1035,
991,
951,
1034,
1155,
1154,
1064,
1087,
1081,
1042,
1051,
1186,
1623,
1358,
1161,
1184,
1286,
1123,
1351,
1503,
1336,
1349,
1368,
1826,
2501,
2588,
3091,
3152,
2953,
2902,
2696,
2740,
3083,
3055,
3076,
2509,
2319,
2287,
2276,
1995,
2148,
1941,
1879,
1874,
1716,
1517,
1601,
1792,
1655,
1586,
1373,
1135,
1045,
1190,
1501,
1113,
876,
954,
940,
950,
1134,
1235,
1038,
1024,
946,
1013,
1016,
1139,
1185,
906,
1331,
1318,
1101,
1040,
1124,
1160,
991,
845,
903,
808,
964,
968,
951,
826,
902,
830,
744,
797,
975,
978,
807,
765,
790,
859,
899,
1126,
1093,
796,
813,
839,
722,
834,
1020,
875,
788,
693,
704,
755,
858,
987,
1231,
874,
793,
846,
1012,
988,
1075,
1151,
822,
865,
726,
832,
838,
1031,
1131,
857,
867,
809,
828,
882,
1036,
1083,
885,
791,
735
] |
[
823,
861,
1062,
1171,
971,
882,
881,
881,
969,
1066,
1128,
885,
882,
864,
853,
972,
1105,
1162,
876,
868,
1011,
946,
1043,
3665,
3745,
1169,
1029,
1078,
893,
946,
1129,
1197,
1066,
885,
944,
998,
956,
624,
1049,
1212,
1305,
1264,
1295,
1351,
1481,
1503,
1305,
1410,
1387,
1046,
998,
1152,
1319,
1048,
1054,
1091,
1072,
1199,
2178,
2159,
1517,
1294,
1084,
1130,
1140,
1421,
1422,
1353,
1178,
1163,
1531,
2486,
2182,
1695,
1289,
1164,
1319,
1087,
1085,
4290,
2123,
1157,
961,
921,
927,
1122,
1406,
1505,
1167,
920,
970,
1354,
1872,
2083,
1909,
1134
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -49.62%",
"予測される変化率: [カラム_0] 予測される変化率: 37.79%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.93倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -49.62%",
"Forecasted change rate: [column_0] Forecasted change rate: 37.79%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.93 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 38",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 56 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 56."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
297,
424,
724,
400,
333,
370,
417,
1365,
464,
342,
1999,
2341,
1047,
550,
456,
508,
413,
316,
357,
448,
604,
524,
431,
470,
302,
317,
606,
344,
432,
393,
631,
524,
399,
393,
417,
311,
278,
332,
362,
274,
312,
363,
340,
380,
384,
273,
340,
419,
386,
376,
334,
319,
262,
424,
650,
445,
444,
388,
342,
276,
345,
368,
319,
312,
321,
308,
305,
480,
400,
391,
336,
364,
352,
285,
379,
425,
631,
882,
890,
1118,
396,
353,
523,
1268,
594,
604,
1270,
752,
924,
697,
727,
558,
454,
427,
581,
415,
554,
681,
802,
601,
1303,
4324,
5630,
5536,
3042,
4396,
2384,
1875,
1803,
1407,
2229,
1500,
1153,
1022,
916,
951,
896,
1047,
1058,
1038,
1180,
1724,
1042,
852,
1007,
1420,
1298,
917,
716,
2365,
2033,
1451,
1164,
1033,
915,
2214,
1072,
1149,
1210,
1211,
4283,
4151,
2280,
1684,
1533,
1186,
928,
1214,
754,
727,
1928,
1162,
862,
722,
719,
446,
2238,
954,
621,
587,
508,
490,
432,
777,
649,
587,
445,
437,
656,
403,
398,
470,
447,
407,
616,
1091,
613,
875,
1631,
876,
699,
758,
629,
1430,
1499,
776,
718,
507,
385,
442,
371,
456,
1722,
559,
393,
352,
412,
332,
384,
360,
392,
377,
428,
371,
343,
384,
444,
397,
379,
368,
401,
386,
347,
359,
339,
425,
464,
465,
448,
470,
320,
287,
399,
339,
321,
269,
265,
328,
251,
314,
291,
273,
292,
695,
952,
388,
313,
322,
289,
340,
326,
366,
366,
283,
318,
291,
320,
271,
617,
312,
317,
263,
281,
227,
1795,
837,
596,
539,
362,
432,
387,
336,
339,
412,
347,
310,
276,
248,
266,
298,
550,
532,
379,
328,
245,
338,
283,
270,
320,
326,
284,
385,
265,
248,
250,
302,
260,
322,
395,
302,
248,
293,
248,
276,
342,
301,
387,
406,
270,
277,
238,
283,
261,
268,
260,
303,
296,
275,
201,
239,
283,
247,
266,
486,
430,
450,
345,
376,
258,
234,
237,
255,
258,
286,
240,
171,
2295,
733,
430,
1160,
484,
396,
291,
293,
516,
500,
477,
316,
473,
457,
395,
365,
272,
320,
258,
290,
273,
290,
265,
295,
292,
231,
301,
291,
259,
273,
268,
281,
241,
238,
230,
187,
169,
226,
192,
229,
202,
163,
191,
203,
244,
276,
221,
180,
172,
152,
188,
246,
159,
176,
241,
197,
206,
234,
254,
243,
360,
258,
239,
242,
249,
299,
240,
202,
209,
209,
223,
277,
257,
295,
253,
213,
262,
461,
349,
1374,
7668,
3278,
1568,
541,
415,
585,
407,
439,
381,
303,
342,
296,
445,
366,
377,
406,
283,
229,
495,
423,
485,
349,
523,
395,
348,
343,
393,
398,
272,
240,
213,
257,
269,
222,
230,
256,
210,
241,
261,
196,
302,
219,
254,
284,
170,
265,
390,
353,
289,
250,
369,
306,
325,
266,
630,
591,
377,
294,
225,
265,
246,
284,
261,
417,
518,
263,
492,
355,
277,
304,
317,
286,
237,
354,
241,
290,
296,
241,
253,
267,
268,
280,
862,
705,
377,
1096,
664,
642,
538,
484,
460,
330,
2677,
1343,
724,
522,
462,
347,
324,
261,
284,
338,
326,
249,
222,
256
] |
[
253,
264,
300,
298,
504,
405,
265,
280,
230,
288,
310,
292,
258,
265,
235,
201,
264,
287,
279,
254,
353,
297,
354,
294,
256,
294,
249,
307,
286,
573,
295,
221,
287,
228,
265,
283,
528,
571,
257,
443,
381,
335,
422,
272,
295,
343,
334,
246,
230,
244,
268,
264,
237,
454,
453,
270,
355,
307,
283,
247,
265,
214,
323,
265,
229,
354,
250,
264,
250,
217,
304,
619,
3052,
862,
656,
397,
443,
348,
390,
388,
301,
246,
282,
251,
397,
259,
251,
274,
283,
263,
214,
242,
225,
233,
285,
218
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -13.80%",
"予測される変化率: [カラム_0] 予測される変化率: -13.83%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -13.80%",
"Forecasted change rate: [column_0] Forecasted change rate: -13.83%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.22 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
190,
31,
348,
19,
691,
31,
24,
9,
4,
45,
636,
26,
8,
387,
5,
13,
9,
8,
14,
281,
136,
114,
146,
123,
204,
110,
222,
24,
179,
113,
39,
365,
102,
162,
388,
23,
195,
206,
2717,
1408,
2007,
39,
25,
2192,
1410,
1774,
68,
227,
169,
251,
371,
15,
21,
14,
18,
6,
19,
405,
26,
388,
46,
33,
28,
21,
45,
20,
28,
169,
272,
321,
69,
60,
75,
45,
92,
1265,
40,
47,
58,
72,
635,
52,
41,
61,
363,
672,
103,
1968,
243,
700,
9,
635,
44,
80,
16,
69,
30,
247,
1322,
4954,
923,
1712,
23,
3836,
80,
407,
57,
21,
320,
98,
148,
16,
477,
23,
152,
258,
198,
13,
112,
618,
45,
1262,
529,
61,
32,
624,
7,
226,
49,
125,
55,
55,
65,
113,
859,
638,
131,
443,
300,
223,
807,
286,
471,
46,
563,
359,
1852,
145,
7070,
78,
445,
1931,
42,
349,
537,
721,
1470,
1136,
567,
995,
1169,
3377,
1434,
2653,
375,
191,
256,
365,
7564,
568,
849,
129,
294,
137,
203,
139,
76,
145,
639,
148,
136,
126,
35,
102,
81,
383,
64,
676,
70,
3072,
317,
1945,
80,
551,
737,
703,
735,
388,
452,
2317,
553,
45,
447,
1684,
3171,
2181,
777,
66,
1217,
107,
724,
35,
117,
72,
34,
137,
374,
70,
30,
126,
55,
134,
38,
19,
1860,
4467,
3628,
52,
30,
51,
84,
27,
72,
570,
86,
41,
138,
121,
76,
539,
301,
384,
660,
2614,
1636,
105,
38,
51,
1435,
1737,
35,
1431,
1404,
156,
129,
55,
14,
59,
436,
71,
763,
36,
102,
428,
587,
29,
330,
143,
32,
445,
35,
141,
17,
3972,
2737,
2873,
1891,
583,
1557,
5226,
433,
1370,
3732,
11851,
7314,
71,
373,
666,
51,
32,
408,
691,
46,
1316,
902,
1480,
1024,
1428,
2518,
2316,
1303,
2240,
44,
2675,
481,
42,
423,
182,
459,
491,
997,
4145,
3930,
332,
623,
59,
371,
90,
805,
968,
118,
58,
741,
1296,
426,
3216,
733,
1857,
2317,
827,
2529,
22,
79,
96,
38,
128,
103,
314,
1935,
1188,
1234,
363,
28,
41,
3299,
77,
436,
785,
148,
295,
71,
133,
142,
14,
106,
117,
19,
20,
29,
38,
117,
64,
102,
142,
2200,
37,
25,
402,
330,
2848,
481,
772,
1126,
51,
614,
35,
25,
313,
557,
569,
1251,
18,
36,
11,
9,
17,
321,
670,
790,
428,
420,
749,
33,
15,
565,
17,
335,
1836,
4167,
9551,
957,
1244,
26,
2525,
691,
68,
1245,
1720,
197,
1190,
17,
335,
644,
914,
660,
2457,
26,
48,
1184,
24,
21,
11,
1143,
1579,
1330,
70,
126,
960,
2324,
15,
1290,
14,
15,
1844,
1303,
64,
400,
25,
352,
15,
62,
216,
8968,
12,
74,
2529,
331,
1542,
1422,
15,
187,
1232,
28,
37,
774,
1174,
16,
614,
14,
21,
2285,
343,
307,
346,
235,
566,
245,
414,
619,
924,
682,
97,
102,
1312,
364,
938,
478,
587,
794,
172,
593,
675,
15,
990,
21,
23,
62,
825,
146,
789,
3178,
403,
1717,
35,
1386,
1594,
2214,
82,
286,
635,
20,
10,
365,
345,
51,
2107,
826,
607,
151,
17,
348,
1404
] |
[
652,
165,
680,
784,
237,
505,
140,
599,
1478,
2141,
620,
526,
491,
429,
741,
19,
1388,
831,
40,
91,
21,
347,
61,
3400,
191,
36,
830,
196,
76,
790,
504,
649,
589,
612,
1182,
1358,
3870,
4727,
905,
170,
487,
705,
217,
1676,
406,
5862,
108,
421,
164,
610,
32,
193,
343,
105,
339,
45,
23,
592,
125,
445,
558,
159,
1126,
377,
230,
166,
535,
585,
78,
1303,
32,
482,
208,
1721,
160,
1155,
674,
1368,
501,
836,
697,
1607,
222,
402,
31,
1679,
57,
565,
817,
371,
232,
425,
75,
253,
2618,
823
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 638.95%",
"予測される変化率: [カラム_0] 予測される変化率: 26.23%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.70倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 70個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 638.95%",
"Forecasted change rate: [column_0] Forecasted change rate: 26.23%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.70 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 70",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
824,
824,
805,
710,
857,
998,
979,
1079,
912,
853,
773,
1085,
1388,
1215,
1107,
909,
862,
653,
1024,
1293,
1626,
1289,
1333,
1159,
886,
1064,
1273,
1245,
1181,
1372,
1054,
773,
1138,
1245,
1451,
1101,
1145,
891,
795,
972,
1149,
1091,
1061,
886,
847,
786,
1153,
1165,
1225,
1330,
1094,
931,
668,
975,
1379,
1223,
1075,
1130,
900,
680,
869,
1052,
1037,
915,
876,
757,
720,
1021,
1074,
869,
919,
808,
698,
668,
878,
1010,
992,
903,
829,
778,
677,
882,
944,
1047,
888,
906,
762,
645,
969,
1081,
912,
981,
773,
724,
711,
865,
1061,
917,
959,
825,
841,
714,
894,
958,
875,
939,
877,
831,
734,
856,
1096,
1006,
855,
896,
845,
701,
834,
976,
877,
862,
818,
795,
627,
732,
919,
881,
886,
751,
751,
687,
907,
943,
1368,
1000,
942,
775,
613,
946,
951,
893,
793,
837,
755,
650,
845,
1009,
914,
883,
860,
630,
625,
929,
843,
790,
821,
795,
759,
670,
816,
1088,
985,
942,
862,
863,
711,
853,
1008,
1049,
1058,
989,
828,
730,
765,
948,
822,
763,
497,
673,
732,
936,
1124,
937,
1000,
599,
938,
1054,
1199,
1332,
1073,
985,
1130,
1012,
878,
1163,
1285,
1002,
1035,
967,
910,
719,
992,
1013,
1005,
987,
849,
754,
788,
946,
1183,
1133,
968,
868,
767,
794,
992,
1166,
1099,
994,
836,
853,
735,
922,
1072,
1000,
969,
996,
826,
785,
1000,
1088,
1016,
913,
873,
838,
741,
1034,
1101,
1089,
927,
920,
790,
720,
887,
1164,
995,
749,
757,
660,
625,
741,
806,
733,
660,
667,
595,
534,
633,
630,
689,
571,
619,
672,
650,
770,
759,
589,
587,
673,
520,
498,
599,
921,
794,
567,
528,
541,
517,
571,
575,
1156,
876,
659,
541,
479,
624,
588,
544,
487,
459,
485,
512,
489,
628,
665,
535,
503,
488,
446,
592,
772,
705,
492,
519,
398,
430,
433,
471,
508,
597,
415,
522,
346,
392,
572,
489,
474,
489,
404,
376,
420,
633,
595,
555,
562,
539,
381,
442,
645,
589,
594,
417,
461,
423,
467,
509,
588,
474,
550,
417,
374,
399,
598,
514,
479,
434,
321,
401,
427,
434,
448,
487,
452,
473,
344,
505,
521,
414,
477,
479,
365,
362,
393,
414,
793,
547,
455,
422,
326,
479,
503,
531,
527,
437,
532,
452,
454,
547,
589,
549,
532,
463,
324,
573,
639,
464,
487,
449,
441,
333,
466,
637,
533,
637,
470,
567,
389,
459,
549,
580,
576,
543,
518,
364,
440,
472,
493,
570,
525,
521,
419,
427,
578,
493,
478,
417,
429,
389,
603,
600,
563,
440,
401,
420,
357,
463,
563,
537,
390,
448,
408,
296,
507,
468,
434,
402,
423,
402,
312,
437,
433,
463,
411,
395,
389,
326,
421,
512,
471,
532,
498,
410,
378,
433,
609,
448,
435,
399,
438,
311,
377,
453,
550,
377,
423,
483,
341,
360,
497,
748,
519,
437,
398,
377,
445,
446,
463,
417,
398,
420,
372,
434,
466,
533,
415,
484,
377,
346,
427,
474,
494,
493,
478,
473,
374,
400,
461,
454,
345,
431,
420,
377,
458,
436,
435,
451,
492,
415,
363,
381,
508,
411,
389
] |
[
359,
408,
313,
403,
436,
451,
472,
404,
340,
293,
382,
482,
682,
568,
424,
415,
372,
517,
549,
485,
459,
423,
369,
637,
624,
511,
465,
503,
386,
431,
213,
365,
436,
444,
506,
467,
439,
301,
404,
498,
662,
627,
508,
521,
485,
614,
596,
568,
585,
501,
471,
432,
499,
525,
514,
540,
455,
472,
480,
505,
581,
529,
449,
448,
491,
335,
433,
552,
680,
591,
481,
411,
376,
428,
512,
453,
507,
488,
472,
378,
479,
573,
490,
460,
470,
451,
399,
401,
520,
485,
461,
401,
383,
356,
526,
534
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -52.79%",
"予測される変化率: [カラム_0] 予測される変化率: 48.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.39倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -52.79%",
"Forecasted change rate: [column_0] Forecasted change rate: 48.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.39 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
571,
415,
374,
817,
3817,
737,
565,
468,
386,
348,
1196,
4753,
794,
573,
472,
428,
899,
1311,
2927,
934,
337,
381,
403,
250,
430,
309,
253,
189,
249,
240,
194,
327,
2328,
390,
337,
306,
283,
245,
455,
4867,
772,
469,
434,
545,
439,
934,
13602,
1364,
737,
568,
516,
472,
891,
3331,
578,
444,
466,
363,
345,
620,
3933,
673,
401,
397,
425,
475,
749,
4724,
802,
619,
572,
392,
447,
797,
4351,
697,
467,
394,
376,
301,
723,
3303,
799,
836,
483,
359,
325,
488,
800,
296,
229,
269,
244,
248,
646,
9268,
1161,
596,
527,
388,
383,
756,
653,
515,
255,
291,
246,
222,
630,
2924,
498,
372,
319,
295,
268,
505,
628,
361,
233,
327,
392,
251,
415,
2664,
498,
374,
280,
307,
255,
398,
6324,
774,
462,
375,
350,
379,
790,
4935,
639,
513,
433,
343,
354,
603,
3321,
879,
395,
363,
315,
302,
859,
6339,
857,
421,
451,
375,
333,
879,
3536,
579,
420,
733,
1026,
670,
666,
3252,
738,
535,
419,
397,
330,
457,
582,
318,
297,
363,
268,
246,
420,
558,
370,
296,
445,
374,
3231,
802,
884,
673,
677,
443,
345,
303,
937,
5607,
1031,
405,
377,
322,
256,
655,
4600,
739,
805,
645,
616,
383,
1216,
4861,
683,
500,
447,
465,
339,
569,
2821,
562,
404,
536,
550,
370,
784,
3977,
605,
388,
473,
714,
424,
1186,
6764,
1546,
897,
1073,
568,
627,
894,
3632,
1059,
733,
417,
421,
326,
790,
9958,
7021,
1088,
881,
676,
764,
1832,
3601,
645,
382,
395,
371,
305,
507,
3346,
766,
512,
364,
289,
255,
479,
3435,
852,
444,
358,
274,
275,
400,
714,
450,
279,
276,
240,
212,
565,
607,
307,
182,
175,
260,
263,
376,
4035,
549,
319,
339,
269,
242,
477,
2923,
380,
304,
266,
271,
305,
628,
5358,
621,
429,
372,
353,
411,
486,
2580,
522,
466,
374,
362,
347,
592,
3611,
486,
332,
276,
207,
217,
433,
4739,
479,
320,
357,
427,
284,
536,
4347,
561,
385,
334,
405,
264,
580,
1997,
370,
313,
231,
248,
234,
531,
2066,
545,
332,
259,
267,
237,
439,
2951,
751,
350,
280,
262,
269,
489,
4109,
514,
375,
1415,
376,
466,
555,
2126,
388,
300,
578,
221,
224,
455,
2050,
363,
309,
256,
268,
251,
400,
3203,
427,
374,
337,
250,
240,
457,
4218,
1406,
444,
408,
411,
377,
505,
21414,
5405,
2462,
1148,
535,
731,
1031,
966,
398,
344,
368,
2447,
622,
627,
2998,
471,
398,
380,
321,
1334,
415,
2753,
585,
7230,
15958,
4502,
1526,
2222,
14318,
1937,
806,
925,
508,
538,
973,
7364,
711,
613,
439,
1365,
2098,
1052,
903,
506,
1773,
1609,
457,
562,
800,
4537,
598,
399,
355,
302,
273,
496,
22574,
2660,
2890,
712,
798,
612,
709,
1037,
490,
1540,
341,
436,
319,
671,
816,
456,
447,
331,
330,
233,
577,
14346,
1688,
582,
974,
1209,
805,
3104,
44755,
5585,
2401,
1698,
1249,
903,
1583,
5025,
1466,
743,
610,
1156,
591,
942,
2767,
676,
600,
481,
760,
526,
1168,
4501,
912,
633,
1096,
930,
508,
900,
1084,
497,
519,
310,
289,
276,
1004,
1417,
453,
313,
1839
] |
[
364,
281,
518,
1388,
282,
240,
195,
198,
318,
458,
736,
374,
207,
271,
229,
221,
423,
863,
272,
215,
215,
190,
175,
388,
4427,
1771,
437,
362,
347,
351,
292,
569,
210,
181,
365,
390,
286,
1098,
693,
297,
306,
344,
208,
252,
341,
1455,
836,
577,
584,
328,
353,
374,
709,
249,
245,
193,
212,
439,
689,
780,
303,
260,
244,
198,
294,
326,
537,
203,
239,
187,
172,
243,
174,
534,
201,
159,
146,
194,
220,
237,
471,
208,
189,
164,
159,
179,
180,
398,
197,
168,
145,
219,
210,
220,
449,
159
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 222.07%",
"予測される変化率: [カラム_0] 予測される変化率: -56.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.38倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 44個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 222.07%",
"Forecasted change rate: [column_0] Forecasted change rate: -56.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.38 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 44",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 40 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 56 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 40.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 56."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
2,
0,
4,
1,
6,
0,
0,
3,
0,
0,
1,
0,
2,
2,
0,
6,
9,
5,
1,
0,
2,
3,
1,
1,
1,
2,
6,
7,
3,
0,
0,
1,
3,
1,
2,
2,
3,
2,
0,
0,
3,
1,
0,
0,
0,
4,
1,
2,
9,
3,
3,
14,
4,
2,
0,
2,
1,
2,
0,
0,
1,
0,
0,
2,
3,
2,
1,
0,
1,
4,
0,
1,
0,
3,
2,
5,
3,
0,
1,
1,
0,
0,
0,
4,
2,
0,
5,
2,
1,
0,
2,
2,
2,
0,
1,
0,
2,
3,
2,
1,
3,
0,
0,
6,
2,
3,
1,
0,
2,
1,
3,
2,
1,
4,
1,
1,
2,
0,
3,
2,
0,
0,
3,
1,
7,
0,
3,
3,
5,
0,
0,
1,
1,
2,
0,
0,
1,
3,
2,
1,
2,
0,
0,
0,
0,
0,
0,
4,
2,
0,
1,
3,
1,
0,
3,
3,
0,
1,
3,
1,
3,
2,
2,
0,
0,
1,
3,
4,
2,
2,
2,
0,
1,
3,
3,
3,
1,
0,
2,
1,
1,
0,
4,
1,
0,
2,
1,
5,
2,
1,
2,
0,
0,
0,
3,
1,
1,
5,
0,
1,
1,
4,
2,
2,
2,
0,
0,
2,
3,
0,
2,
6,
0,
0,
2,
0,
4,
4,
3,
2,
2,
1,
0,
0,
4,
6,
1,
1,
0,
3,
1,
2,
1,
1,
0,
1,
1,
0,
2,
4,
0,
2,
2,
0,
4,
5,
1,
1,
3,
2,
2,
2,
4,
4,
1,
0,
0,
3,
3,
3,
0,
1,
1,
1,
3,
0,
5,
0,
0,
2,
1,
3,
2,
4,
0,
0,
1,
0,
2,
3,
4,
3,
3,
0,
0,
2,
1,
2,
2,
1,
0,
0,
2,
4,
2,
0,
2,
1,
1,
2,
3,
4,
1,
3,
0,
0,
7,
0,
2,
5,
0,
0,
4,
3,
1,
2,
0,
3,
0,
0,
2,
0,
0,
4,
0,
2,
1,
4,
1,
3,
1,
2,
2,
2,
2,
1,
2,
2,
1,
0,
0,
1,
0,
0,
1,
5,
0,
2,
0,
5,
3,
1,
1,
1,
2,
3,
1,
1,
1,
3,
1,
1,
1,
0,
0,
1,
4,
1,
3,
1,
0,
5,
2,
2,
0,
0,
2,
0,
0,
4,
3,
49,
1,
1,
1,
0,
1,
0,
7,
2,
2,
1,
0,
1,
3,
3,
0,
4,
1,
1,
0,
2,
1,
2,
1,
0,
2,
0,
0,
2,
3,
17,
1,
0,
0,
0,
2,
0,
2,
0,
2,
1,
1,
1,
0,
0,
0,
1,
2,
3,
3,
1,
4,
6,
2,
0,
1,
5,
4,
3,
3,
3,
3,
2,
3,
0,
2,
2,
0,
0,
1,
0,
0,
4,
1,
0,
1,
1,
2,
1,
3,
2,
2,
0,
0,
1,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
0,
2,
0,
1,
2,
0,
1,
2,
0,
0,
2,
2,
3,
3,
2,
0,
0,
0,
0,
1,
1,
0,
1,
2,
0,
2,
0,
1,
0,
1,
2,
3,
0,
0,
0
] |
[
0,
0,
8,
3,
0,
0,
1,
0,
2,
2,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
3,
2,
6,
1,
0,
0,
1,
1,
0,
2,
1,
4,
0,
1,
0,
0,
2,
6,
1,
2,
1,
2,
0,
1,
0,
3,
2,
1,
2,
1,
1,
4,
3,
2,
0,
4,
3,
0,
1,
3,
2,
3,
0,
2,
2,
2,
1,
2,
3,
2,
1,
0,
0,
3,
1,
1,
0,
3,
3,
2,
1,
1,
0,
0,
3,
2,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -75.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.55倍)",
"トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -75.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.55 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 38",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 38 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 38.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
100,
64,
61,
201,
1711,
211,
176,
286,
148,
129,
89,
100,
96,
93,
95,
341,
119,
123,
116,
363,
155,
111,
84,
79,
97,
100,
103,
90,
88,
75,
96,
76,
100,
94,
91,
97,
82,
90,
101,
113,
128,
125,
400,
123,
167,
270,
672,
246,
135,
108,
84,
106,
93,
106,
90,
67,
70,
56,
249,
83,
474,
100,
69,
94,
101,
107,
106,
116,
86,
106,
192,
86,
83,
76,
112,
95,
79,
70,
79,
68,
74,
579,
124,
99,
95,
124,
231,
249,
718,
240,
330,
425,
473,
364,
288,
243,
181,
150,
166,
361,
131,
400,
180,
167,
179,
115,
106,
89,
92,
550,
128,
94,
78,
76,
77,
138,
112,
101,
77,
69,
66,
71,
82,
110,
104,
71,
64,
147,
75,
70,
97,
76,
84,
60,
80,
63,
87,
93,
81,
65,
55,
70,
74,
87,
118,
99,
95,
83,
99,
108,
97,
121,
89,
94,
74,
78,
83,
63,
115,
80,
104,
101,
87,
106,
103,
332,
90,
172,
81,
94,
84,
78,
67,
67,
78,
81,
58,
86,
94,
93,
113,
112,
109,
84,
86,
132,
120,
118,
124,
126,
158,
121,
221,
120,
117,
105,
96,
89,
106,
93,
109,
145,
118,
106,
76,
80,
419,
492,
125,
77,
82,
73,
68,
89,
1086,
232,
118,
131,
117,
104,
122,
146,
313,
375,
197,
123,
78,
143,
176,
333,
272,
194,
149,
157,
148,
192,
125,
126,
150,
234,
235,
260,
533,
177,
123,
128,
138,
163,
165,
234,
191,
168,
171,
187,
197,
476,
589,
258,
189,
192,
189,
832,
3492,
5294,
5625,
4997,
4097,
3405,
3345,
3461,
3669,
3224,
2203,
1782,
1877,
1590,
1652,
2819,
1804,
1190,
1049,
987,
1263,
1148,
1457,
1070,
888,
822,
736,
754,
841,
978,
890,
671,
603,
643,
603,
689,
834,
677,
532,
505,
453,
486,
509,
628,
608,
485,
449,
481,
464,
508,
654,
543,
465,
450,
452,
400,
471,
608,
493,
401,
384,
362,
357,
395,
488,
384,
343,
353,
375,
393,
387,
485,
395,
393,
348,
328,
292,
346,
394,
319,
303,
331,
313,
256,
305,
376,
335,
243,
212,
274,
229,
268,
360,
282,
267,
243,
270,
250,
288,
327,
218,
260,
305,
267,
482,
293,
697,
579,
470,
254,
247,
441,
275,
260,
268,
278,
261,
270,
227,
203,
235,
256,
259,
228,
221,
261,
301,
300,
314,
274,
286,
287,
275,
288,
330,
294,
282,
251,
223,
199,
219,
243,
247,
226,
176,
223,
169,
192,
671,
329,
528,
223,
198,
194,
192,
276,
232,
208,
215,
197,
218,
199,
250,
211,
205,
195,
219,
201,
243,
627,
281,
185,
379,
206,
195,
221,
225,
223,
214,
193,
210,
194,
240,
270,
299,
493,
211,
194,
219,
206,
376,
684,
215,
205,
212,
220,
211,
305,
273,
229,
242,
219,
230,
305,
681,
352,
326,
303,
224,
246,
363,
348,
298,
305,
242,
277,
243,
231,
365,
267,
241,
220,
217,
175,
417,
280,
248,
275,
259,
233,
218,
249,
453,
315,
268,
213,
224,
212,
240,
265,
269,
233,
183,
182,
173,
253,
1043,
275,
199,
164
] |
[
131,
182,
458,
244,
201,
177,
182,
179,
164,
225,
205,
234,
180,
175,
195,
203,
184,
235,
397,
215,
194,
175,
153,
357,
281,
546,
229,
201,
199,
203,
380,
171,
253,
255,
215,
229,
170,
576,
636,
370,
267,
250,
225,
236,
239,
274,
229,
216,
176,
221,
193,
206,
260,
242,
218,
234,
207,
218,
218,
248,
258,
188,
171,
168,
193,
194,
220,
169,
202,
173,
176,
130,
154,
385,
217,
191,
188,
231,
166,
185,
201,
206,
161,
203,
452,
142,
559,
245,
205,
179,
195,
152,
142,
194,
156,
167
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 64.00%",
"予測される変化率: [カラム_0] 予測される変化率: 27.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.69倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 64.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 27.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.69 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
170,
169,
150,
111,
155,
130,
158,
126,
205,
188,
151,
204,
181,
188,
219,
175,
187,
186,
157,
213,
201,
168,
223,
152,
115,
137,
160,
178,
158,
191,
137,
110,
100,
141,
171,
174,
192,
155,
156,
146,
179,
170,
175,
183,
196,
141,
147,
146,
174,
170,
106,
138,
176,
145,
175,
188,
178,
189,
157,
184,
186,
232,
267,
477,
490,
386,
277,
296,
520,
630,
683,
641,
474,
331,
458,
758,
814,
966,
995,
539,
383,
572,
739,
772,
805,
803,
652,
416,
572,
837,
768,
697,
734,
558,
355,
471,
818,
898,
855,
838,
735,
431,
674,
883,
1050,
1100,
1051,
837,
515,
579,
932,
984,
1148,
1100,
847,
495,
551,
918,
1067,
1072,
915,
652,
424,
369,
604,
542,
451,
638,
537,
506,
538,
782,
1017,
938,
881,
802,
624,
625,
859,
1003,
926,
954,
848,
580,
558,
912,
965,
932,
951,
816,
566,
514,
851,
997,
1043,
1039,
854,
501,
556,
937,
1031,
1089,
972,
878,
522,
466,
987,
1017,
1051,
1094,
879,
547,
593,
1009,
1093,
970,
853,
707,
378,
281,
421,
331,
249,
126,
184,
227,
225,
289,
265,
268,
292,
250,
287,
346,
502,
654,
616,
611,
640,
417,
456,
671,
706,
711,
583,
582,
459,
477,
623,
740,
649,
574,
515,
381,
378,
561,
621,
594,
566,
458,
422,
419,
647,
650,
737,
764,
638,
432,
475,
696,
801,
830,
737,
644,
465,
358,
447,
405,
750,
706,
588,
451,
459,
669,
668,
704,
652,
537,
357,
245,
245,
317,
639,
720,
543,
463,
448,
680,
781,
708,
704,
576,
437,
377,
541,
573,
580,
903,
649,
346,
357,
526,
658,
605,
663,
556,
361,
442,
722,
790,
740,
708,
664,
396,
401,
687,
708,
684,
712,
679,
367,
345,
650,
917,
746,
761,
566,
432,
391,
691,
642,
736,
660,
495,
280,
215,
304,
428,
673,
625,
505,
286,
240,
323,
681,
838,
859,
739,
471,
390,
770,
861,
858,
965,
744,
404,
444,
729,
787,
1012,
829,
491,
314,
280,
447,
466,
442,
501,
457,
297,
299,
557,
650,
583,
417,
353,
306,
200,
259,
417,
418,
389,
322,
232,
243,
344,
306,
246,
272,
242,
219,
208,
220,
254,
268,
217,
192,
131,
159,
179,
209,
189,
219,
198,
191,
164,
188,
217,
209,
198,
214,
188,
180,
229,
186,
186,
202,
193,
208,
164,
164,
222,
185,
206,
193,
161,
160,
154,
176,
159,
187,
229,
151,
143,
171,
198,
177,
154,
185,
154,
169,
168,
200,
208,
189,
196,
176,
176,
203,
181,
196,
202,
174,
154,
187,
180,
207,
210,
264,
392,
295,
313,
506,
549,
638,
653,
546,
376,
498,
796,
879,
1033,
1086,
750,
530,
782,
1132,
1239,
1212,
1106,
894,
534,
799,
1022,
1063,
1119,
1066,
736,
476,
623,
969,
996,
1034,
1134,
798,
488,
667,
1027,
1020,
1099,
1049,
746,
543,
632,
1014,
1094,
1106,
1064,
872,
563,
652,
986,
1183,
1122,
1025,
732,
422,
400,
672,
705,
742,
586,
346,
352,
474,
911,
951,
994,
888,
743,
494,
602,
950,
1045,
1115,
962,
889,
552,
608,
1013,
1107,
1118
] |
[
1169,
883,
547,
553,
1018,
1052,
1477,
1050,
902,
553,
599,
939,
1132,
1084,
990,
909,
582,
635,
1026,
1060,
1008,
1031,
839,
592,
552,
998,
1005,
1188,
1061,
863,
495,
428,
759,
629,
556,
365,
253,
111,
190,
228,
223,
300,
295,
294,
287,
355,
447,
511,
579,
619,
549,
458,
470,
730,
769,
854,
782,
700,
520,
493,
759,
831,
740,
655,
587,
398,
448,
583,
671,
660,
648,
603,
392,
453,
724,
721,
748,
794,
592,
487,
503,
819,
804,
773,
885,
712,
539,
508,
733,
667,
515,
359,
408,
405,
466,
707
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 557.65%",
"予測される変化率: [カラム_0] 予測される変化率: -39.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.54倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 557.65%",
"Forecasted change rate: [column_0] Forecasted change rate: -39.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.54 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 38",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3065,
3363,
2601,
1506,
1800,
2965,
3262,
3172,
2924,
2286,
1716,
2048,
2671,
2927,
2869,
2816,
2069,
1319,
1544,
2333,
2624,
3119,
2180,
1564,
1044,
1366,
1723,
1973,
2718,
1838,
1322,
853,
1086,
1679,
2658,
2578,
2319,
1858,
1313,
1850,
2116,
2843,
3063,
4324,
2169,
1297,
1761,
2345,
2978,
2956,
3031,
2164,
1633,
2326,
3545,
3782,
4221,
3985,
2788,
1831,
3275,
3913,
4153,
4611,
4251,
3183,
1993,
2835,
3792,
4627,
4058,
4001,
2964,
1888,
2527,
3603,
3797,
3292,
3821,
2935,
2006,
2708,
3828,
4482,
4486,
4144,
3079,
2369,
3111,
4151,
4530,
4506,
4334,
3407,
2160,
2530,
3831,
4372,
4470,
4167,
3160,
2192,
2578,
3935,
4434,
4844,
4475,
3550,
2239,
3067,
4512,
4636,
5108,
4701,
3492,
2350,
3156,
4470,
5074,
4707,
4290,
2997,
1768,
2021,
3308,
3943,
4436,
4362,
3692,
2200,
3006,
4309,
4833,
4718,
4218,
3236,
2084,
2526,
3507,
4250,
4449,
4161,
3215,
2064,
2888,
4127,
4403,
4421,
3896,
3206,
1928,
2477,
3449,
3344,
3084,
3017,
2331,
1391,
1519,
2176,
2597,
2821,
2742,
1886,
1176,
1478,
2171,
2123,
2274,
1553,
1118,
787,
855,
862,
742,
712,
433,
273,
437,
481,
639,
588,
648,
454,
259,
504,
605,
953,
1222,
1175,
1286,
1252,
824,
1234,
3212,
2435,
2543,
2393,
2019,
1595,
1727,
2484,
3140,
3376,
3231,
2561,
2100,
2639,
3538,
4095,
4822,
4412,
3222,
2434,
6235,
3958,
4819,
5076,
5001,
3218,
3557,
3006,
4239,
5104,
5347,
5149,
3581,
2700,
3363,
4698,
5676,
5743,
5481,
4166,
2917,
4218,
5254,
5562,
5399,
4806,
3682,
2792,
3392,
4616,
29139,
5529,
5006,
3714,
2713,
3676,
4779,
5128,
5142,
4730,
3567,
2935,
3899,
4756,
5518,
5137,
4557,
3095,
1690,
1757,
2357,
2568,
2395,
1698,
1740,
2142,
2875,
3947,
4465,
4834,
4592,
3358,
2499,
3323,
4290,
5173,
5536,
5303,
7558,
2748,
3821,
5114,
5585,
5524,
5076,
3743,
2638,
3526,
4871,
5919,
5857,
5438,
3914,
2891,
4234,
5968,
6517,
5846,
4897,
3418,
2441,
3543,
4934,
5561,
5559,
4427,
3416,
2419,
3345,
4643,
4647,
5508,
5034,
3659,
2770,
3829,
5097,
5877,
6188,
5449,
3852,
2945,
3693,
5168,
5975,
5421,
4612,
3971,
3718,
3798,
5837,
5533,
5225,
5190,
5120,
3544,
3690,
4691,
5172,
5226,
4493,
3420,
2016,
2751,
4346,
4489,
4186,
4296,
3263,
2032,
1986,
2996,
4459,
3470,
2991,
2195,
1549,
1729,
2719,
2968,
2869,
2819,
2102,
1334,
1662,
2487,
2571,
2729,
2780,
1981,
1459,
1849,
2820,
2739,
2726,
2555,
2399,
1159,
1532,
2134,
2197,
2094,
2176,
1647,
1112,
1357,
1884,
2019,
2548,
1898,
1471,
1064,
1262,
1760,
2032,
2053,
1991,
1632,
1111,
1277,
1895,
2267,
2522,
2348,
1724,
1085,
1306,
1950,
2754,
2540,
2520,
1945,
1323,
1757,
2384,
2726,
3084,
2848,
2102,
1621,
2573,
2919,
3629,
3837,
3528,
2657,
1753,
2646,
3365,
3800,
3760,
3992,
2782,
1753,
2536,
3387,
3868,
3537,
2944,
2104,
1937,
2580,
3607,
4115,
4005,
3969,
2966,
2082,
2943,
3864,
4584,
4605,
4067,
2729,
1876,
2663,
3620,
3918,
4019,
3884,
2876,
1763,
2508,
3297,
3506,
3809,
3638,
2619,
2233,
2548,
3457,
3948,
4194,
3871,
2949,
2107,
2692,
3636,
4070,
3637,
3552,
2678,
1553,
2059,
2780,
2717,
2979,
3101,
2529,
1706,
2371,
3530,
4117,
3759,
3816,
2788,
1974,
2695,
3883,
3891,
3799,
3592,
2700,
1761,
2283,
3254,
3961,
4651
] |
[
3603,
2561,
1744,
2312,
3045,
3356,
3410,
3016,
2231,
1340,
1860,
2534,
2709,
2565,
2772,
1848,
1124,
1601,
2015,
2131,
2268,
1856,
1191,
628,
850,
1133,
1100,
858,
762,
404,
272,
228,
459,
484,
523,
498,
431,
288,
265,
579,
806,
1071,
1131,
849,
689,
1324,
1577,
1920,
2523,
2292,
1495,
1297,
1563,
2192,
2430,
2627,
2505,
1848,
1461,
1909,
2722,
3147,
3319,
3156,
2452,
1911,
2541,
3011,
3625,
3971,
4018,
2872,
2305,
2741,
3838,
4586,
4737,
4693,
3310,
2622,
3707,
4313,
4886,
4758,
4720,
3237,
3040,
3375,
4233,
5064,
4529,
4123,
2792,
2080,
2427,
3107
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 51.75%",
"予測される変化率: [カラム_0] 予測される変化率: -13.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.56倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 29個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 51.75%",
"Forecasted change rate: [column_0] Forecasted change rate: -13.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.56 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 29",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
2,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
2,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
2,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
10270,
2618,
262,
77,
26,
17,
12,
16,
13,
8,
8,
13,
3,
8,
5,
6,
4,
4,
1,
2,
3,
6,
2,
2,
2,
1,
1,
2,
1,
3,
0,
3,
8,
5,
2,
2,
0,
4,
3,
1,
1,
2,
0,
0,
1,
3,
3,
2,
1,
1,
2,
1,
1,
0,
0,
0,
2,
1,
2,
2,
1,
2,
3,
3,
0,
1,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
3,
1,
1,
2,
2,
2,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
2,
0,
0,
0,
2,
3,
3,
0
] |
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
2,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -100.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の19.24倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 12個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 19.24 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 12",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
7,
7,
3,
8,
6,
6,
9,
6,
7,
4,
4,
4,
10,
8,
3,
6,
8,
8,
11,
7,
8,
10,
13,
9,
10,
20,
11,
11,
5,
2,
9,
4,
3,
10,
14,
3,
9,
2,
6,
5,
3,
0,
3,
7,
12,
8,
11,
5,
6,
13,
8,
11,
7,
3,
8,
7,
9,
7,
5,
6,
20,
8,
8,
9,
8,
23,
16,
10,
18,
15,
11,
7,
7,
12,
5,
5,
9,
11,
5,
7,
10,
6,
24,
4,
4,
4,
2,
6,
9,
0,
11,
7,
10,
5,
9,
7,
6,
4,
9,
6,
7,
4,
7,
4,
10,
10,
13,
8,
5,
10,
10,
5,
16,
8,
13,
4,
9,
13,
8,
9,
11,
4,
6,
9,
13,
9,
3,
17,
9,
6,
3,
4,
13,
17,
10,
12,
32,
10,
41,
17,
10,
5,
13,
16,
8,
8,
8,
5,
10,
9,
11,
7,
5,
9,
12,
4,
4,
6,
9,
1,
10,
2,
11,
5,
11,
3,
7,
10,
4,
12,
6,
7,
4,
11,
11,
5,
10,
12,
5,
8,
8,
4,
5,
3,
7,
8,
5,
4,
8,
8,
11,
7,
7,
13,
8,
7,
20,
5,
10,
6,
7,
8,
6,
6,
6,
13,
12,
7,
9,
13,
10,
11,
14,
4,
6,
15,
14,
7,
9,
9,
4,
10,
8,
12,
8,
10,
7,
7,
17,
7,
7,
19,
12,
16,
6,
6,
15,
11,
19,
10,
8,
11,
15,
19,
19,
8,
7,
5,
6,
6,
8,
5,
8,
6,
4,
5,
2,
10,
4,
14,
10,
5,
6,
5,
8,
8,
9,
4,
14,
7,
7,
7,
7,
7,
5,
3,
6,
6,
2,
6,
3,
6,
11,
7,
9,
4,
12,
7,
4,
6,
14,
7,
8,
6,
6,
6,
5,
12,
7,
4,
8,
9,
12,
5,
7,
4,
6,
4,
15,
4,
3,
5,
12,
5,
4,
4,
9,
3,
7,
10,
9,
6,
15,
8,
12,
3,
4,
1,
77,
69,
115,
59,
101,
117,
220,
288,
202,
166,
102,
187,
246,
163,
155,
144,
260,
512,
706,
686,
533,
51022,
1434,
553,
334,
280,
1069,
642,
268,
122,
49,
88,
125,
158,
157,
93,
122,
118,
162,
172,
116,
103,
251,
203,
145,
48,
214,
176,
67,
56,
32,
22,
19,
23,
27,
19,
17,
18,
10,
19,
19,
31,
11,
18,
8,
16,
19,
16,
24,
18,
21,
11,
21,
9,
25,
21,
11,
13,
14,
14,
8,
19,
15,
19,
16,
16,
13,
17,
9,
16,
18,
20,
7,
15,
13,
10,
17,
22,
17,
15,
17,
14,
24,
27,
21,
14,
14,
9,
13,
19,
13,
12,
18,
5,
6,
16,
19,
14,
11,
14,
9,
22,
13,
20,
18,
11,
20,
14,
15,
26,
14,
14,
12,
28,
24,
27,
27,
24,
20,
20,
19,
9,
24,
22,
10,
19,
11,
14,
11,
17,
8,
7,
16,
11,
9,
9,
8,
5,
8,
2,
2,
7,
7,
13,
10,
14,
13,
6,
16,
11,
9,
12,
18,
9,
3,
19,
8,
14,
11,
12,
16,
15,
15
] |
[
16,
4,
14,
10,
10,
9,
9,
13,
7,
10,
15,
13,
20,
6,
5,
6,
8,
13,
6,
2,
5,
13,
7,
9,
10,
7,
15,
9,
12,
4,
17,
18,
12,
14,
12,
13,
10,
21,
4,
14,
6,
13,
11,
7,
5,
5,
8,
9,
7,
3,
8,
14,
8,
7,
10,
8,
9,
5,
6,
3,
1,
10,
14,
8,
12,
15,
10,
13,
6,
6,
4,
5,
8,
8,
7,
12,
13,
21,
10,
14,
7,
4,
8,
20,
14,
16,
7,
9,
12,
13,
11,
12,
8,
7,
13,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: -81.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の18.19倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -81.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 18.19 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
704,
756,
802,
1451,
1089,
949,
937,
955,
939,
900,
1147,
1087,
967,
929,
869,
1021,
926,
961,
1114,
1026,
1161,
972,
945,
883,
952,
1074,
1128,
1341,
1036,
1070,
978,
826,
761,
369,
290,
205,
170,
129,
149,
142,
116,
134,
114,
120,
85,
102,
181,
111,
68,
100,
76,
88,
119,
93,
90,
66,
66,
82,
73,
86,
91,
91,
56,
66,
77,
78,
63,
70,
59,
50,
42,
57,
52,
70,
91,
66,
62,
53,
51,
39,
59,
52,
64,
44,
44,
82,
63,
61,
70,
53,
59,
43,
50,
46,
52,
61,
45,
48,
49,
39,
30,
49,
67,
40,
44,
50,
44,
34,
32,
48,
42,
36,
40,
35,
29,
40,
46,
37,
38,
36,
28,
36,
32,
28,
38,
19,
35,
27,
23,
47,
53,
28,
29,
31,
29,
19,
31,
30,
24,
29,
18,
23,
30,
35,
45,
22,
28,
26,
17,
21,
37,
27,
22,
32,
24,
23,
46,
26,
21,
22,
23,
25,
21,
100,
62,
45,
19,
20,
44,
24,
28,
27,
27,
28,
22,
20
] |
[
29,
25,
56,
43,
36,
25,
19,
16,
29,
29,
63,
53,
37,
28,
34,
33,
30,
26,
33,
35,
36,
48,
33,
35,
44,
41,
81,
72,
55,
74,
97,
146,
1036,
798,
578,
479,
317,
408,
256,
153,
78,
79,
52,
47,
51,
56,
23,
30,
34,
27,
19,
27,
49,
21,
17,
30,
29,
20,
23,
28,
24,
19,
15,
9,
15,
21,
22,
24,
17,
15,
15,
12,
22,
14,
32,
18,
19,
9,
19,
18,
13,
13,
15,
12,
13,
15,
16,
17,
17,
8,
16,
13,
50,
23,
26,
25
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -97.16%",
"予測される変化率: [カラム_0] 予測される変化率: -13.79%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.96倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -97.16%",
"Forecasted change rate: [column_0] Forecasted change rate: -13.79%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.96 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 86 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 86.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1378,
1383,
1395,
958,
1204,
1421,
1237,
1446,
1396,
1165,
983,
1340,
1562,
1691,
1681,
1708,
1341,
1153,
2057,
2248,
2158,
2875,
4333,
3201,
2244,
3100,
3649,
3259,
3125,
2621,
2132,
2494,
3488,
2864,
2644,
2275,
1981,
1758,
1429,
1517,
1432,
1551,
1508,
1407,
1365,
1154,
1520,
1528,
1293,
1263,
1054,
1304,
771,
1086,
1126,
1134,
1020,
2307,
1811,
1257,
1351,
1212,
1167,
1118,
1086,
997,
1423,
1315,
1066,
877,
898,
950,
793,
839,
1022,
900,
896,
726,
849,
782,
733,
873,
865,
748,
735,
839,
1020,
814,
830,
775,
688,
646,
672,
603,
586,
685,
687,
696,
684,
970,
923,
807,
701,
684,
721,
718,
635,
642,
660,
786,
698,
619,
651,
861,
748,
598,
631,
648,
655,
600,
567,
569,
527,
697,
666,
615,
580,
514,
632,
638,
1298,
966,
687,
621,
543,
546,
615,
782,
728,
642,
941,
803,
695,
767,
878,
768,
711,
583,
586,
634,
596,
715,
784,
841,
721,
695,
688,
676,
814,
788,
805,
951,
965,
876,
887,
3925,
2585,
1065,
877,
867,
966,
889,
994,
1026,
1072,
937,
517,
749,
849,
979,
1020,
931,
902,
667,
1266,
1348,
1443,
1400,
1343,
3169,
4225,
5350,
5046,
4415,
4134,
2232,
1995,
1690,
1428,
1125,
1259,
1355,
1343,
1102,
1118,
1066,
949,
1113,
1650,
1597,
2227,
2103,
1979,
1741,
1893,
1977,
1740,
1642,
1473,
1577,
1380,
1670,
1895,
1494,
1546,
1918,
3356,
2378,
2749,
2510,
1850,
1539,
1800,
1442,
1678,
1628,
1536,
1199,
1146,
1084,
983,
1035,
2207,
1842,
1283,
1044,
916,
820,
871,
1413,
1519,
987,
947,
859,
904,
798,
923,
871,
779,
757,
647,
655,
659,
832,
807,
665,
725,
657,
673,
567,
695,
674,
735,
786,
705,
609,
618,
697,
696,
692,
755,
771,
556,
557,
639,
589,
540,
591,
525,
638,
521,
639,
909,
756,
565,
483,
581,
745,
2349,
2087,
1757,
1348,
813,
733,
605,
3524,
1550,
871,
706,
624,
676,
506,
567,
719,
609,
503,
558,
539,
538,
570,
651,
595,
549,
493,
518,
474,
646,
596,
602,
705,
1651,
1007,
557,
1582,
1178,
847,
687,
701,
715,
610,
708,
688,
578,
610,
586,
487,
542,
589,
627,
543,
617,
606,
640,
924,
815,
670,
557,
520,
592,
578,
581,
506,
498,
483,
471,
521,
466,
384,
506,
526,
553,
481,
385,
542,
400,
440,
570,
981,
566,
585,
491,
442,
778,
804,
703,
492,
802,
682,
594,
663,
605,
571,
542,
556,
546,
455,
525,
558,
803,
617,
856,
671,
407,
452,
493,
491,
478,
550,
714,
432,
448,
511,
555,
463,
410,
455,
404,
511,
536,
485,
514,
491,
442,
401,
425,
505,
462,
465,
581,
544,
407,
711,
740,
564,
480,
453,
477,
340,
433,
390,
398,
347,
375,
420,
418,
517,
447,
437,
465,
429,
502,
351,
435,
525,
404,
445,
452,
432,
394,
562,
600,
510,
419,
434,
405,
475,
1817,
1053,
573,
510,
459,
424,
462,
1446,
1053,
521,
487,
469,
466,
465,
1324,
859,
471,
460,
429,
523,
469,
405,
440,
468,
478,
431,
476,
453,
575,
429,
454,
444,
395,
416,
490,
1320,
990,
677,
698,
522,
438,
460,
838,
530,
442,
397
] |
[
428,
432,
406,
431,
397,
438,
338,
313,
410,
465,
856,
769,
480,
505,
637,
619,
446,
676,
762,
533,
494,
456,
434,
438,
505,
406,
369,
448,
451,
405,
251,
389,
433,
437,
496,
448,
452,
263,
436,
509,
498,
528,
498,
493,
482,
557,
764,
973,
675,
442,
458,
448,
475,
489,
481,
658,
363,
404,
385,
450,
542,
504,
474,
434,
478,
445,
851,
534,
477,
516,
423,
479,
482,
470,
469,
455,
410,
413,
422,
433,
406,
437,
558,
614,
411,
740,
581,
490,
1124,
507,
430,
469,
406,
338,
440,
449
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -71.19%",
"予測される変化率: [カラム_0] 予測される変化率: 4.91%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.76倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -71.19%",
"Forecasted change rate: [column_0] Forecasted change rate: 4.91%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.76 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 44 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 44.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
1,
0,
0,
0,
1,
0,
0,
0,
2,
0,
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
1,
2,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
3,
0,
1,
2,
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
2,
1,
0,
0,
0,
3,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
5,
4,
1,
53,
5,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
1,
2,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
2,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
9,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
3,
0,
1,
0,
0,
0,
2,
2,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
1,
0,
0,
2,
2,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
2,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
2,
0,
0,
1,
0,
0,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
2,
0,
0,
1,
0,
1,
0,
0,
0,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
1,
1,
2,
2,
3,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
1,
0,
1,
0,
2,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
1,
2,
0,
1,
0,
1,
0,
1,
0,
6,
1,
3,
1,
2,
0,
2,
2,
2,
0,
3,
0,
2,
0,
0,
2,
3,
1,
1,
1,
1,
4,
0,
0,
2,
0,
0,
2,
1,
1,
0,
1,
2,
1,
0,
0,
0,
1,
0,
1,
0,
2,
0,
0,
2,
7,
0,
1,
0,
2,
0,
0,
2,
0,
0,
3,
1,
2,
1,
1,
1,
0,
0,
0,
1,
0,
0,
2,
0,
2,
0,
1,
1,
0,
0,
0,
2,
1,
1,
0,
1,
0,
3,
0
] |
[
0,
1,
2,
2,
0,
3,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
3,
0,
0,
1,
0,
0,
1,
0,
0,
1,
1,
2,
1,
0,
0,
4,
0,
1,
2,
1,
2,
0,
0,
1,
2,
0,
0,
0,
1,
2,
1,
1,
1,
1,
3,
1,
2,
5,
3,
1,
2,
2,
1,
1,
2,
0,
0,
2,
2,
0,
3,
1,
3,
1,
1,
0,
0,
1,
0,
1,
3,
1,
4,
1,
7,
1,
1,
0,
0
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: -100.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.31倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 33個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の5番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.31 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 33",
"First turning point: [column_0] First turning point: at data point 5 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
9,
8,
12,
8,
2,
5,
5,
6,
3,
7,
3,
5,
8,
14,
7,
2,
11,
6,
3,
2,
2,
4,
7,
7,
2,
4,
0,
8,
7,
3,
6,
3,
5,
7,
3,
7,
3,
2,
3,
12,
6,
3,
2,
3,
7,
2,
4,
7,
4,
5,
3,
2,
6,
4,
11,
6,
5,
10,
5,
5,
5,
4,
4,
5,
3,
5,
7,
5,
5,
3,
3,
9,
4,
6,
3,
7,
15,
11,
5,
1,
6,
4,
6,
8,
4,
7,
6,
3,
1,
2,
8,
6,
7,
9,
4,
5,
2,
5,
4,
3,
3,
1,
8,
5,
3,
7,
3,
9,
6,
6,
6,
6,
6,
9,
4,
7,
7,
3,
4,
7,
15,
11,
8,
17,
9,
10,
17,
9,
21,
28,
4,
8,
9,
14,
12,
8,
13,
11,
8,
10,
4,
4,
5,
10,
5,
6,
8,
3,
5,
7,
7,
31,
9,
13,
12,
8,
5,
7,
3,
6,
8,
10,
3,
5,
6,
6,
9,
8,
9,
13,
6,
7,
9,
7,
11,
16,
16,
9,
10,
10,
7,
3,
7,
4,
9,
7,
9,
9,
29,
8,
9,
7,
10,
7,
5,
7,
5,
14,
11,
13,
17,
12,
8,
8,
11,
14,
8,
10,
9,
4,
16,
8,
11,
13,
7,
18,
12,
16,
14,
13,
8,
11,
6,
26,
9,
19,
7,
10,
10,
14,
12,
20,
25,
32,
24,
21,
28,
29,
42,
35,
32,
47,
40,
40,
24,
23,
21,
24,
16,
11,
8,
14,
11,
13,
11,
16,
16,
20,
9,
9,
5,
17,
7,
11,
14,
17,
15,
14,
10,
16,
13,
15,
16,
11,
8,
11,
7,
15,
8,
16,
14,
5,
8,
16,
12,
19,
7,
14,
13,
6,
9,
7,
10,
9,
7,
9,
5,
20,
7,
3,
11,
10,
13,
14,
9,
5,
7,
10,
12,
9,
15,
8,
8,
7,
7,
9,
13,
13,
7,
6,
5,
13,
11,
14,
7,
8,
10,
11,
7,
10,
3,
8,
4,
15,
3,
8,
7,
5,
12,
11,
7,
8,
10,
17,
12,
7,
8,
11,
6,
5,
12,
9,
7,
9,
10,
10,
5,
4,
12,
9,
12,
4,
7,
6,
14,
6,
13,
10,
12,
10,
7,
6,
26,
8,
13,
8,
31,
8,
11,
11,
8,
10,
10,
7,
17,
12,
7,
9,
9,
10,
6,
12,
12,
13,
21,
19,
22,
16,
15,
16,
10,
10,
18,
18,
14,
15,
10,
15,
14,
6,
5,
14,
9,
3,
5,
9,
7,
14,
9,
17,
5,
7,
12,
4,
5,
9,
11,
9,
20,
8,
16,
8,
16,
9,
10,
10,
15,
12,
7,
21,
11,
5,
7,
7,
5,
12,
15,
14,
10,
15,
7,
11,
10,
9,
13,
9,
10,
12,
9,
8,
9,
13,
20,
13,
12,
9,
11,
3,
19,
9,
9,
17,
11,
19,
14,
13,
16,
13,
17,
12,
11,
14,
8,
14,
17,
17,
30,
13,
6,
9,
16,
16,
8,
21,
12,
14,
8,
7,
10,
10,
4,
22,
10,
14,
10,
8,
7,
14,
12,
8,
13
] |
[
6,
8,
10,
17,
10,
10,
10,
12,
10,
12,
13,
15,
31,
6,
11,
18,
20,
13,
11,
23,
9,
16,
23,
20,
7,
12,
15,
13,
14,
15,
7,
9,
6,
7,
9,
17,
9,
8,
6,
8,
21,
6,
11,
7,
7,
10,
8,
11,
3,
8,
7,
9,
5,
6,
12,
13,
9,
15,
11,
4,
12,
19,
10,
12,
13,
8,
8,
10,
8,
11,
15,
9,
6,
11,
6,
10,
9,
7,
10,
13,
15,
6,
7,
3,
10,
9,
18,
8,
8,
6,
10,
7,
8,
18,
3,
7
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 160.00%",
"予測される変化率: [カラム_0] 予測される変化率: 16.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.59倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 160.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 16.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.59 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
32,
32,
28,
68,
40,
24,
35,
27,
23,
29,
45,
56,
29,
24,
31,
26,
36,
57,
39,
45,
46,
35,
42,
44,
31,
37,
33,
28,
23,
36,
23,
150,
45,
29,
40,
32,
40,
109,
94,
46,
34,
41,
25,
21,
18,
50,
69,
23,
38,
27,
35,
37,
126,
103,
43,
36,
30,
38,
37,
41,
68,
54,
37,
48,
42,
57,
73,
55,
28,
36,
33,
29,
47,
33,
66,
34,
44,
30,
23,
36,
44,
70,
36,
26,
25,
29,
21,
53,
45,
19,
22,
22,
40,
34,
45,
47,
42,
34,
37,
28,
41,
63,
52,
47,
53,
42,
43,
37,
62,
36,
44,
52,
36,
31,
32,
48,
49,
55,
29,
45,
54,
65,
46,
62,
34,
44,
84,
35,
50,
72,
70,
43,
22,
44,
43,
37,
79,
44,
52,
45,
36,
43,
51,
67,
71,
45,
35,
34,
38,
48,
133,
54,
68,
48,
47,
52,
44,
64,
102,
49,
42,
63,
48,
37,
89,
117,
55,
48,
163,
375,
442,
3559,
519,
241,
141,
112,
98,
176,
188,
144,
99,
72,
87,
374,
641,
150,
142,
256,
94,
85,
175,
359,
144,
110,
116,
72,
85,
89,
63,
131,
110,
57,
56,
67,
43,
60,
126,
68,
54,
40,
58,
45,
69,
177,
123,
49,
59,
45,
44,
58,
58,
99,
157,
141,
145,
170,
102,
114,
66,
58,
44,
49,
78,
51,
124,
71,
41,
63,
63,
58,
60,
69,
66,
69,
48,
56,
314,
122,
106,
114,
133,
372,
400,
8515,
1501,
16209,
1577,
523,
305,
243,
188,
155,
186,
166,
187,
215,
98,
151,
1336,
196,
135,
95,
90,
69,
52,
96,
117,
77,
72,
70,
77,
78,
70,
130,
111,
64,
62,
63,
123,
128,
151,
92,
79,
66,
65,
58,
93,
268,
105,
58,
63,
47,
55,
58,
63,
83,
109,
65,
43,
55,
52,
103,
71,
63,
114,
45,
39,
61,
54,
55,
40,
57,
52,
34,
34,
48,
55,
71,
289,
131,
82,
73,
69,
63,
52,
48,
35,
49,
51,
162,
110,
53,
50,
54,
49,
63,
153,
85,
54,
29,
36,
27,
45,
48,
64,
31,
26,
27,
30,
32,
48,
35,
37,
42,
29,
27,
40,
53,
78,
51,
46,
24,
23,
45,
44,
42,
36,
21,
36,
26,
57,
54,
51,
37,
29,
31,
38,
53,
66,
70,
41,
48,
36,
48,
47,
133,
61,
59,
65,
78,
81,
69,
48,
57,
38,
38,
43,
40,
29,
50,
47,
39,
30,
35,
59,
66,
5661,
367,
104,
97,
79,
73,
89,
73,
89,
35,
46,
55,
56,
68,
69,
126,
48,
48,
61,
58,
62,
92,
61,
33,
44,
47,
30,
57,
77,
89,
44,
41,
93,
59,
54,
58,
92,
43,
47,
46,
37,
54,
71,
65,
49,
43,
44,
71,
79,
118,
175,
78,
63,
171,
72,
118,
3893,
789,
222,
127,
141,
105,
121,
138,
105,
83,
82,
84,
96,
116,
1846,
430,
355,
140,
716,
207,
174,
1285,
554,
512,
612,
688,
17773,
2153,
2107,
398,
221,
147,
153,
135,
123,
200,
115,
93,
93,
77
] |
[
116,
107,
723,
175,
97,
71,
70,
84,
72,
91,
96,
82,
98,
67,
66,
108,
147,
109,
86,
64,
70,
71,
92,
85,
123,
58,
78,
107,
88,
116,
100,
128,
68,
87,
82,
70,
94,
474,
649,
276,
155,
143,
2970,
299,
232,
119,
97,
65,
66,
82,
105,
108,
114,
89,
68,
62,
82,
75,
76,
99,
67,
49,
83,
57,
89,
134,
92,
112,
60,
121,
69,
69,
315,
180,
50,
61,
71,
64,
59,
188,
267,
82,
67,
67,
76,
82,
77,
86,
69,
49,
63,
61,
62,
86,
78,
44
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 140.62%",
"予測される変化率: [カラム_0] 予測される変化率: -62.07%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.34倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 140.62%",
"Forecasted change rate: [column_0] Forecasted change rate: -62.07%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.34 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 24.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
45,
47,
43,
100,
65,
49,
55,
65,
51,
54,
59,
66,
65,
56,
61,
31,
61,
69,
61,
95,
56,
66,
58,
37,
48,
40,
26,
49,
51,
38,
44,
61,
43,
71,
48,
59,
67,
82,
56,
89,
69,
56,
65,
78,
57,
55,
95,
57,
77,
41,
51,
54,
72,
60,
51,
67,
66,
73,
81,
86,
357,
148,
155,
83,
122,
98,
89,
73,
95,
77,
69,
55,
60,
63,
62,
74,
69,
51,
60,
52,
98,
47,
74,
54,
77,
76,
48,
59,
55,
53,
73,
83,
53,
69,
68,
110,
46,
52,
32,
52,
42,
81,
55,
44,
40,
58,
52,
41,
68,
51,
63,
43,
38,
71,
37,
69,
46,
49,
37,
45,
51,
56,
46,
67,
97,
54,
33,
47,
35,
64,
63,
47,
55,
48,
59,
67,
49,
57,
48,
61,
61,
48,
30,
42,
54,
57,
34,
70,
51,
50,
45,
50,
39,
48,
39,
46,
48,
39,
70,
35,
36,
57,
52,
47,
50,
53,
39,
40,
48,
47,
26,
52,
53,
60,
68,
46,
49,
60,
67,
56,
44,
34,
25,
35,
30,
45,
44,
40,
71,
45,
23,
52,
65,
74,
70,
63,
36,
35,
45,
64,
43,
59,
34,
51,
40,
59,
44,
50,
43,
50,
43,
27,
45,
57,
59,
57,
48,
35,
66,
44,
64,
58,
68,
62,
63,
56,
92,
88,
58,
43,
52,
69,
43,
43,
71,
63,
6897,
81286,
16147,
4104,
2554,
2233,
6003,
1985,
1253,
1421,
1030,
1198,
1389,
940,
771,
633,
612,
433,
425,
510,
736,
355,
279,
316,
276,
378,
1017,
434,
405,
281,
398,
409,
315,
435,
378,
333,
216,
254,
226,
266,
248,
197,
247,
166,
160,
156,
181,
172,
165,
157,
199,
185,
183,
168,
174,
215,
180,
132,
157,
201,
200,
204,
215,
174,
183,
181,
170,
218,
158,
256,
180,
214,
146,
177,
148,
231,
184,
132,
112,
115,
114,
143,
119,
154,
135,
131,
128,
148,
115,
153,
154,
119,
130,
129,
138,
156,
212,
202,
175,
199,
186,
247,
127,
224,
191,
132,
228,
210,
158,
141,
184,
154,
121,
88,
113,
106,
89,
155,
114,
107,
130,
104,
122,
147,
135,
133,
154,
109,
112,
122,
115,
156,
167,
110,
152,
145,
125,
98,
175,
143,
124,
134,
112,
124,
128,
165,
130,
233,
115,
123,
110,
104,
97,
172,
152,
108,
104,
103,
161,
138,
142,
141,
141,
110,
145,
109,
174,
141,
132,
122,
119,
119,
129,
149,
188,
181,
144,
89,
77,
142,
142,
2244,
356,
184,
214,
167,
134,
190,
179,
147,
140,
137,
147,
153,
258,
185,
116,
127,
112,
150,
125,
132,
112,
120,
136,
92,
122,
102,
154,
121,
177,
100,
116,
117,
124,
116,
144,
158,
93,
111,
120,
97,
113,
72,
99,
161,
82,
122,
106,
90,
95,
83,
125,
65,
66,
72,
75,
111,
86,
81,
93,
64,
79,
113,
98,
91,
74,
134,
73,
96,
85,
103,
80,
79,
99,
83,
61,
107,
100,
94,
99,
77,
82,
115,
83,
86,
97,
92,
114,
87,
76,
122,
95,
102,
94,
129
] |
[
82,
111,
116,
121,
75,
82,
100,
76,
108,
84,
114,
125,
105,
111,
99,
76,
88,
132,
121,
144,
95,
87,
61,
78,
85,
80,
87,
93,
79,
90,
95,
94,
144,
96,
113,
135,
100,
148,
100,
114,
101,
107,
101,
108,
102,
75,
86,
78,
66,
66,
95,
127,
96,
77,
92,
93,
77,
82,
110,
105,
55,
75,
50,
66,
74,
91,
103,
74,
107,
79,
91,
97,
110,
92,
78,
115,
83,
78,
84,
101,
120,
74,
79,
64,
86,
98,
136,
96,
105,
294,
370,
173,
132,
123,
124,
105
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 186.67%",
"予測される変化率: [カラム_0] 予測される変化率: 28.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.40倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 186.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.40 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
80,
87,
71,
52,
87,
81,
69,
72,
61,
49,
46,
54,
84,
84,
76,
63,
53,
55,
80,
64,
65,
73,
54,
58,
43,
50,
132,
71,
72,
58,
57,
55,
53,
51,
61,
95,
53,
55,
29,
57,
89,
92,
96,
86,
63,
42,
74,
76,
116,
111,
119,
82,
99,
125,
108,
212,
150,
110,
72,
59,
67,
113,
172,
118,
105,
87,
65,
68,
112,
117,
114,
118,
88,
67,
60,
109,
114,
121,
164,
83,
65,
98,
121,
185,
160,
126,
218,
142,
105,
133,
162,
176,
118,
101,
89,
101,
143,
124,
105,
94,
70,
73,
80,
109,
145,
82,
105,
76,
51,
79,
134,
96,
101,
157,
99,
76,
96,
104,
143,
101,
94,
84,
37,
41,
76,
103,
109,
114,
97,
63,
87,
105,
101,
130,
99,
79,
56,
62,
91,
85,
138,
149,
118,
78,
66,
100,
118,
171,
193,
166,
95,
136,
128,
154,
158,
474,
529,
141,
131,
129,
103,
103,
75,
60,
60,
58,
73,
75,
74,
42,
43,
30,
56,
42,
36,
39,
39,
40,
55,
56,
93,
44,
37,
40,
35,
52,
76,
63,
55,
74,
84,
76,
42,
40,
99,
1456,
3452,
1635,
1690,
647,
410,
319,
323,
308,
238,
178,
165,
234,
214,
191,
122,
134,
109,
84,
89,
102,
160,
147,
134,
130,
103,
190,
854,
1399,
1964,
25839,
33475,
13923,
8503,
3298,
700,
319,
264,
195,
171,
172,
183,
145,
153,
108,
145,
103,
127,
128,
97,
114,
82,
68,
72,
70,
90,
73,
64,
81,
69,
57,
68,
53,
61,
57,
48,
47,
35,
43,
55,
48,
49,
38,
40,
38,
47,
59,
42,
51,
60,
66,
54,
64,
63,
59,
52,
43,
59,
42,
46,
56,
31,
45,
37,
41,
56,
31,
48,
49,
43,
49,
40,
32,
42,
44,
40,
62,
39,
37,
32,
44,
48,
46,
38,
51,
37,
48,
45,
41,
39,
61,
52,
45,
60,
39,
51,
49,
62,
49,
31,
49,
42,
55,
41,
44,
31,
33,
46,
44,
61,
45,
45,
53,
44,
33,
46,
30,
27,
36,
35,
29,
35,
31,
30,
41,
124,
149,
41,
38,
33,
40,
34,
40,
49,
37,
29,
44,
33,
22,
24,
57,
29,
37,
25,
27,
25,
23,
21,
28,
26,
32,
35,
34,
30,
27,
25,
20,
33,
27,
32,
29,
27,
21,
19,
27,
21,
30,
29,
35,
32,
22,
16,
28,
27,
18,
16,
36,
29,
28,
28,
23,
28,
26,
18,
27,
29,
27,
30,
35,
20,
21,
14,
25,
38,
30,
42,
56,
33,
27,
21,
34,
31,
30,
32,
34,
34,
22,
24,
41,
42,
21,
27,
18,
26,
32,
33,
26,
25,
42,
27,
27,
35,
24,
48,
46,
20,
30,
24,
34,
33,
24,
30,
24,
24,
34,
34,
63,
34,
32,
22,
32,
26,
31,
26,
30,
36,
32,
16,
27,
32,
23,
19,
17,
32,
18,
26,
31,
34,
35,
22,
27,
31,
27,
25,
28,
29,
39,
27,
27,
28,
35,
31,
33,
27,
19,
23,
31,
33,
35,
34,
26,
33,
18,
32,
30,
24,
34
] |
[
19,
27,
26,
22,
13,
26,
21,
22,
19,
16,
22,
25,
31,
31,
27,
23,
26,
22,
31,
39,
35,
38,
29,
21,
28,
28,
54,
29,
40,
54,
41,
23,
37,
33,
54,
65,
41,
34,
40,
37,
35,
27,
21,
17,
18,
30,
14,
13,
33,
26,
21,
22,
20,
14,
22,
26,
19,
28,
23,
10,
11,
23,
26,
33,
23,
29,
22,
22,
28,
23,
18,
15,
25,
14,
19,
22,
29,
23,
31,
48,
32,
40,
31,
25,
44,
43,
38,
27,
46,
46,
43,
28,
39,
33,
21,
24
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -57.50%",
"予測される変化率: [カラム_0] 予測される変化率: 26.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.22倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 52個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -57.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 26.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.22 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] ラグ 94 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 94.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
134,
90,
77,
91,
87,
113,
93,
74,
71,
55,
58,
60,
77,
48,
53,
62,
54,
69,
71,
88,
65,
59,
50,
48,
63,
64,
53,
45,
42,
39,
57,
39,
53,
56,
47,
35,
47,
51,
32,
46,
77,
61,
41,
36,
24,
43,
38,
64,
40,
38,
56,
38,
44,
38,
60,
57,
59,
77,
68,
60,
64,
69,
69,
68,
67,
84,
64,
55,
79,
64,
63,
68,
62,
60,
125,
1309,
786,
466,
391,
355,
337,
315,
313,
270,
224,
195,
218,
234,
254,
255,
225,
225,
193,
285,
290,
217,
807,
192,
169,
197,
196,
177,
203,
194,
172,
201,
199,
229,
263,
238,
272,
262,
222,
217,
235,
241,
304,
228,
230,
234,
212,
219,
244,
234,
229,
205,
220,
202,
204,
257,
372,
603,
618,
558,
506,
619,
643,
603,
529,
730,
1417,
2864,
1812,
1795,
1655,
1535,
1233,
1097,
1229,
1286,
1761,
1894,
1543,
1161,
1208,
1113,
1184,
1277,
1146,
1237,
1680,
1670,
1552,
1948,
1991,
1968,
2232,
1993,
1839,
1764,
2020,
2182,
2008,
2014,
2104,
2094,
2228,
2553,
2715,
2780,
2959,
3173,
3231,
3601,
4773,
6089,
5624,
5612,
4563,
4466,
5542,
6258,
6816,
7564,
8327,
6796,
6513,
7053,
7637,
9651,
16441,
40600,
20289,
13492,
11051,
11048,
11144,
12408,
28702,
16187,
10827,
9934,
9861,
11139,
12978,
29305,
19005,
14002,
12711,
12002,
11573,
12987,
25474,
13552,
9589,
9818,
9874,
9512,
10777,
20107,
11474,
8505,
7973,
8271,
8184,
9244,
19234,
11642,
8134,
7501,
7782,
8019,
10084,
28414,
15574,
10880,
9711,
10071,
9779,
10961,
22452,
15251,
12212,
10381,
9876,
9790,
11680,
20848,
13844,
9773,
8885,
9356,
9081,
10461,
17136
] |
[
11104,
8689,
8562,
9058,
9635,
11644,
24562,
13407,
9274,
8915,
9342,
9031,
11417,
29230,
15499,
10458,
9195,
9166,
9115,
9966,
16466,
10859,
8094,
7287,
7298,
7270,
6759,
7496,
6429,
5310,
4669,
4297,
5152,
5937,
6644,
6293,
6012,
4827,
5919,
7801,
9047,
9736,
8363,
7711,
7456,
8250,
8729,
10917,
24450,
14677,
10196,
9399,
8793,
8996,
10820,
20742,
12573,
8953,
8498,
9124,
8978,
9946,
19508,
12293,
8989,
8855,
11361,
10750,
10496,
23435,
14029,
9885,
9755,
11192,
10321,
11098,
21941,
13453,
9641,
9408,
10653,
10059,
10042,
24882,
15184,
10394,
9359,
10465,
9601,
11336,
37228,
20122,
12284,
10807,
12033,
11169
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 12688.06%",
"予測される変化率: [カラム_0] 予測される変化率: 0.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.70倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 12688.06%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.70 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
581,
622,
484,
377,
448,
636,
610,
656,
583,
531,
446,
474,
635,
795,
570,
619,
491,
417,
453,
520,
567,
606,
549,
527,
424,
481,
603,
545,
602,
518,
417,
321,
384,
436,
569,
500,
567,
442,
446,
542,
589,
644,
915,
737,
609,
398,
481,
604,
748,
774,
820,
612,
459,
558,
713,
763,
767,
781,
569,
758,
817,
740,
762,
861,
798,
588,
531,
868,
781,
789,
820,
802,
516,
431,
583,
752,
621,
668,
706,
657,
450,
637,
852,
782,
787,
869,
702,
381,
746,
913,
818,
1001,
724,
559,
434,
554,
735,
799,
771,
702,
585,
471,
569,
822,
849,
873,
788,
695,
425,
723,
832,
893,
944,
1047,
798,
474,
690,
825,
1017,
875,
837,
633,
486,
538,
736,
853,
905,
814,
779,
507,
700,
914,
908,
906,
834,
700,
481,
504,
801,
826,
856,
806,
684,
456,
527,
773,
960,
795,
686,
619,
503,
650,
652,
680,
747,
710,
535,
426,
487,
681,
578,
559,
557,
435,
426,
506,
582,
605,
624,
509,
601,
399,
384,
369,
359,
305,
214,
328,
364,
385,
349,
438,
362,
318,
297,
406,
450,
442,
474,
448,
524,
475,
430,
671,
623,
669,
818,
684,
653,
632,
734,
798,
780,
782,
763,
640,
547,
704,
773,
867,
891,
797,
644,
810,
585,
761,
893,
853,
794,
849,
564,
686,
741,
823,
797,
778,
695,
553,
664,
780,
878,
829,
849,
901,
544,
658,
804,
819,
807,
794,
637,
520,
671,
800,
831,
959,
786,
749,
603,
855,
853,
866,
918,
867,
682,
627,
748,
819,
984,
1040,
940,
759,
615,
753,
786,
700,
522,
454,
452,
558,
635,
982,
882,
1051,
986,
802,
657,
853,
1077,
1111,
1131,
1263,
1223,
818,
1119,
1285,
1315,
1298,
1383,
1272,
1015,
1352,
1552,
1794,
1906,
1991,
1751,
4617,
2793,
1850,
1759,
1808,
1510,
1213,
903,
1024,
1247,
1445,
1414,
1419,
1057,
907,
957,
1284,
1161,
1300,
1432,
1004,
1135,
1224,
1412,
1419,
1293,
1305,
1040,
813,
1118,
1547,
1472,
1287,
1267,
1021,
725,
997,
1295,
1364,
1375,
1342,
1051,
695,
955,
1217,
1219,
1415,
1276,
899,
599,
804,
948,
1033,
1026,
973,
706,
592,
584,
730,
871,
868,
824,
704,
508,
587,
871,
829,
849,
899,
762,
547,
688,
802,
821,
661,
694,
662,
599,
683,
815,
789,
752,
782,
667,
439,
531,
769,
679,
661,
747,
604,
428,
535,
688,
690,
690,
801,
623,
592,
584,
817,
744,
806,
793,
763,
798,
666,
903,
900,
905,
893,
712,
514,
478,
738,
877,
882,
870,
766,
519,
635,
875,
970,
1007,
1015,
862,
558,
745,
923,
987,
962,
900,
794,
588,
749,
1150,
938,
977,
859,
777,
609,
788,
968,
945,
871,
816,
711,
547,
605,
823,
876,
888,
785,
705,
519,
620,
847,
947,
1003,
945,
772,
551,
691,
925,
915,
1096,
1005,
774,
719,
625,
752,
804,
882,
851,
775,
534,
696,
843,
895,
914,
945,
837,
598,
776,
1182,
924,
962,
1025,
827,
534,
624,
816,
850,
989,
1008,
798,
642,
799,
1085,
1030,
1091,
950,
774,
595,
727,
1002,
1030,
1121,
1042,
844,
589,
675,
898,
921,
930
] |
[
945,
707,
556,
666,
817,
824,
779,
674,
527,
435,
611,
682,
695,
614,
592,
1712,
455,
518,
653,
621,
605,
549,
417,
442,
444,
430,
422,
399,
346,
418,
338,
248,
319,
329,
377,
305,
277,
318,
325,
416,
397,
419,
341,
321,
642,
443,
451,
544,
551,
576,
534,
382,
537,
651,
679,
656,
660,
549,
442,
511,
677,
814,
683,
582,
479,
422,
570,
653,
670,
722,
672,
567,
597,
575,
670,
726,
675,
656,
687,
514,
589,
781,
756,
891,
1171,
660,
566,
664,
748,
724,
949,
718,
618,
522,
574,
573
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 60.07%",
"予測される変化率: [カラム_0] 予測される変化率: -39.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.42倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 47個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 60.07%",
"Forecasted change rate: [column_0] Forecasted change rate: -39.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.42 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 47",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1932,
1916,
1727,
1062,
941,
1561,
2128,
2088,
1863,
1891,
1629,
1336,
1901,
2222,
2124,
1887,
1759,
1324,
1054,
1459,
1935,
2119,
1886,
1707,
1113,
1046,
2000,
1912,
1902,
1761,
1430,
1182,
936,
1497,
2090,
2007,
1828,
1371,
1417,
1184,
1730,
2347,
2310,
2321,
2070,
1336,
977,
1772,
2336,
2637,
2616,
2055,
1550,
1579,
2859,
3515,
3512,
3266,
3077,
1945,
2116,
3702,
4507,
4361,
4186,
3500,
2098,
2160,
4291,
4657,
4685,
4563,
3731,
2056,
2334,
4255,
4049,
3364,
4801,
3910,
2134,
2328,
5012,
5316,
5625,
4899,
3635,
2083,
2467,
5241,
5277,
5302,
4798,
3903,
2176,
2220,
3860,
4706,
4635,
4375,
3731,
2062,
2029,
3569,
5184,
5169,
5178,
4068,
2410,
2476,
4777,
5218,
6522,
4896,
4083,
2126,
2334,
4335,
5410,
5167,
4307,
3184,
1604,
1358,
2471,
4593,
4811,
4778,
3971,
2381,
2022,
4392,
4732,
4477,
4343,
3680,
1876,
1757,
2774,
4118,
4374,
4031,
3409,
1993,
1984,
4021,
4549,
4257,
3899,
2768,
1964,
1854,
3278,
4022,
3728,
3446,
2768,
1597,
1513,
2560,
2536,
2830,
2484,
1839,
1259,
1222,
1859,
2099,
1893,
1471,
1228,
746,
631,
871,
721,
730,
433,
425,
567,
544,
818,
766,
709,
577,
419,
574,
669,
1065,
1260,
1195,
1443,
1446,
1046,
1048,
1671,
2258,
2180,
2155,
1750,
1222,
1242,
1845,
2031,
1938,
2142,
1885,
1300,
1378,
1935,
2440,
2426,
2312,
1831,
1456,
1476,
2170,
2551,
2921,
3070,
2383,
1374,
1378,
2608,
3017,
3262,
3201,
2506,
1897,
1729,
3428,
4208,
3726,
3850,
3470,
2084,
1993,
3331,
3662,
3850,
3519,
2862,
1726,
2027,
3369,
3710,
4044,
3863,
3314,
1967,
1821,
3501,
3776,
3971,
3405,
2886,
1939,
1850,
3860,
3766,
3575,
3434,
2729,
1631,
1155,
1594,
1542,
1422,
1045,
948,
1065,
1412,
2679,
2917,
2872,
2830,
2947,
1651,
1851,
3259,
3606,
4021,
3676,
3059,
1879,
1758,
3068,
3301,
3199,
3252,
2740,
1846,
1602,
2975,
3369,
3563,
3301,
2859,
1733,
1749,
3169,
3489,
3323,
3106,
2244,
1777,
1519,
2672,
3070,
4324,
2906,
2538,
1701,
1421,
2504,
2945,
3278,
3418,
2600,
1788,
1590,
2803,
3587,
3437,
3063,
2965,
2051,
1947,
3208,
3293,
3079,
2741,
2364,
2206,
1692,
3133,
2996,
2999,
3099,
2413,
1650,
1642,
2552,
2835,
3239,
2580,
2303,
1661,
1506,
2649,
2830,
3071,
2453,
1819,
1466,
1366,
2015,
2386,
2119,
1937,
1650,
1499,
1406,
1880,
2117,
2162,
1891,
1611,
1205,
1228,
1602,
2096,
2181,
2047,
1885,
1336,
1252,
2235,
2510,
2266,
2120,
1846,
1401,
1292,
2133,
2225,
1749,
2183,
1767,
1315,
1280,
2034,
2519,
2360,
1937,
1524,
1339,
1205,
1874,
2404,
2161,
1958,
1751,
1181,
1237,
1928,
2166,
2487,
2239,
1832,
1397,
1072,
1552,
2593,
2943,
2654,
2337,
1655,
1689,
2989,
3766,
3812,
4088,
2966,
1872,
2078,
4330,
4738,
4909,
4136,
3645,
1982,
2258,
4304,
4655,
4502,
4651,
4141,
2190,
2474,
4735,
5168,
4737,
3512,
2285,
1920,
2079,
4525,
5320,
5304,
4980,
4007,
2179,
2410,
4694,
4944,
4830,
4749,
3217,
1914,
2042,
4395,
5328,
5371,
4497,
3762,
2113,
2043,
3533,
3958,
4052,
4129,
3172,
2033,
2060,
3429,
4238,
4216,
4338,
3756,
2025,
2141,
4232,
4607,
4153,
4026,
3056,
1612,
1837,
3233,
3378,
2934,
3785,
3403,
1772,
1901,
3353,
4134,
4161,
3890,
3042,
1847,
1830,
3464,
3678,
3697,
6055,
3131,
1657,
1705,
2524,
3450,
3707
] |
[
3302,
2483,
1597,
1743,
2854,
3328,
3468,
2910,
2419,
1606,
1575,
2407,
2382,
2401,
2068,
1841,
1240,
1480,
1904,
1916,
1966,
1661,
1224,
866,
879,
1153,
866,
775,
657,
714,
447,
418,
531,
666,
595,
599,
638,
476,
405,
716,
888,
1042,
1122,
840,
787,
739,
1250,
1425,
1899,
1637,
1247,
938,
1023,
1652,
2055,
2401,
2086,
1607,
1197,
1332,
1908,
2101,
2160,
2171,
1735,
1507,
1258,
1985,
2140,
2279,
2373,
2262,
1230,
1167,
1903,
2619,
3325,
3686,
2614,
1749,
1611,
2768,
3005,
3192,
3204,
2744,
1697,
1737,
3368,
3718,
3269,
3048,
3079,
1854,
1735,
2355
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 91.87%",
"予測される変化率: [カラム_0] 予測される変化率: -28.68%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.47倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 35個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 91.87%",
"Forecasted change rate: [column_0] Forecasted change rate: -28.68%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.47 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 35",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 10 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 6 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 10.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 6.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
2,
2,
2,
3,
8,
3,
3,
1,
2,
5,
1,
10,
2,
8,
5,
2,
8,
0,
1,
4,
0,
1,
2,
3,
3,
1,
7,
0,
3,
3,
4,
1,
7,
2,
3,
7,
4,
4,
5,
2,
3,
6,
5,
0,
4,
0,
3,
3,
3,
8,
3,
5,
2,
3,
4,
0,
0,
8,
3,
2,
5,
2,
0,
3,
3,
5,
4,
4,
2,
2,
4,
1,
9,
5,
3,
11,
8,
8,
6,
9,
3,
11,
11,
10,
7,
14,
13,
14,
10,
10,
8,
17,
11,
8,
11,
17,
24,
22,
12,
10,
11,
16,
17,
12,
19,
15,
12,
17,
15,
10,
11,
35,
9,
18,
16,
10,
9,
25,
16,
20,
97,
47,
29,
30,
33,
34,
33,
36,
34,
45,
49,
30,
27,
40,
39,
54,
116,
104,
854,
976,
430,
327,
245,
140,
118,
90,
61,
36,
41,
49,
35,
21,
27,
25,
29,
13,
30,
17,
16,
12,
15,
13,
15,
14,
10,
8,
15,
12,
5,
35,
17,
12,
8,
12,
14,
14,
6,
15,
17,
7,
15,
23,
10,
31,
19,
13,
9,
5,
8,
13,
5,
6,
7,
11,
7,
7,
2,
13,
7,
9,
4,
9,
8,
10,
9,
10,
9,
2,
7,
13,
9,
6,
9,
4,
3,
11,
2,
6,
7,
10,
10,
6,
6,
3,
8,
8,
6,
3,
4,
7,
5,
7,
5,
2,
5,
4,
3,
8,
6,
8,
7,
13,
8,
4,
5,
6,
2,
4,
5,
7,
3,
3,
7,
12,
6,
6,
4,
1,
6,
4,
6,
7,
8,
1,
11,
9,
6,
6,
5,
5,
6,
5,
9,
3,
6,
10,
4,
7,
6,
3,
3,
3,
4,
5,
5,
10,
4,
8,
1,
5,
26,
7,
6,
6,
4,
6,
2,
6,
5,
4,
4,
4,
4,
4,
10,
3,
3,
4,
16,
4,
6,
6,
14,
5,
1,
4,
5,
4,
4,
6,
1,
2,
15,
6,
7,
1,
5,
5,
7,
7,
3,
3,
4,
9,
4,
4,
7,
3,
3,
6,
5,
8,
7,
24,
1,
7,
4,
6,
7,
11,
11,
14,
14,
5,
11,
13,
17,
16,
23,
15,
5,
6,
6,
7,
5,
8,
8,
9,
2,
10,
15,
5,
6,
7,
7,
15,
6,
4,
8,
3,
5,
4,
3,
7,
9,
5,
6,
6,
3,
9,
10,
3,
8,
5,
6,
5,
7,
7,
7,
50,
2,
3,
3,
9,
7,
2,
8,
3,
9,
7,
12,
8,
11,
5,
5,
6,
4,
19,
16,
8,
9,
22,
7,
10,
7,
14,
15,
11,
14,
14,
19,
25,
11,
14,
17,
20,
15,
12,
20,
8,
9,
15,
15,
8,
14,
22,
23,
20,
18,
16,
13,
17,
12,
17,
17,
13,
9,
10,
19,
13,
19,
16,
12,
42,
21,
31,
33,
11,
14,
15,
18,
13,
35,
19,
22,
30,
40,
26,
22,
17,
15,
18,
20,
23,
160,
59,
33,
46,
39,
54,
43,
46,
63,
40,
32,
49,
57,
47,
54,
68,
65,
290,
541,
1241,
517,
332,
253,
124,
84,
97
] |
[
50,
64,
53,
40,
41,
44,
31,
21,
15,
31,
17,
22,
10,
5,
9,
12,
26,
15,
7,
9,
31,
117,
12,
17,
15,
15,
16,
19,
12,
16,
17,
29,
5,
10,
41,
20,
27,
12,
7,
20,
10,
16,
12,
6,
10,
6,
8,
10,
9,
7,
6,
18,
42,
18,
4,
16,
12,
18,
14,
14,
10,
15,
15,
15,
14,
16,
15,
18,
13,
6,
2,
11,
6,
12,
12,
8,
17,
11,
5,
10,
5,
7,
14,
15,
13,
6,
7,
10,
5,
7,
12,
8,
9,
13,
11,
7
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 9600.00%",
"予測される変化率: [カラム_0] 予測される変化率: -86.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.56倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 9600.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -86.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.56 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 12.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
507,
551,
579,
741,
1421,
758,
758,
646,
476,
519,
684,
1769,
717,
650,
594,
592,
589,
633,
1656,
987,
777,
678,
588,
445,
466,
490,
425,
396,
421,
361,
342,
367,
723,
515,
582,
465,
465,
421,
487,
1392,
809,
643,
666,
614,
615,
604,
1399,
792,
667,
556,
413,
399,
605,
1370,
724,
590,
506,
472,
475,
554,
1315,
612,
498,
497,
484,
457,
564,
1472,
640,
610,
545,
422,
416,
535,
1412,
533,
496,
440,
355,
336,
516,
1118,
638,
680,
574,
457,
516,
577,
1019,
496,
456,
436,
507,
495,
630,
1204,
639,
1142,
1574,
1362,
1465,
1794,
2528,
1880,
1334,
1357,
1273,
1264,
1532,
1951,
1093,
990,
822,
773,
772,
949,
1607,
849,
677,
630,
589,
545,
777,
1060,
736,
998,
650,
566,
510,
772,
1578,
783,
703,
551,
599,
547,
800,
2768,
884,
781,
585,
540,
659,
872,
2855,
1403,
808,
651,
534,
562,
628,
3278,
986,
770,
656,
536,
542,
669,
2604,
954,
723,
605,
584,
534,
699,
2304,
946,
708,
676,
537,
554,
622,
1559,
666,
507,
635,
370,
388,
440,
1277,
580,
567,
482,
473,
407,
382,
437,
388,
364,
330,
315,
309,
335,
973,
571,
325,
266,
263,
273,
373,
839,
390,
352,
318,
358,
286,
375,
537,
306,
295,
283,
276,
284,
352,
530,
279,
292,
268,
203,
299,
1129,
1285,
519,
394,
717,
605,
357,
482,
755,
314,
302,
367,
352,
310,
377,
520,
265,
280,
250,
262,
259,
353,
419,
289,
237,
279,
236,
313,
491,
476,
294,
303,
298,
189,
228,
316,
343,
263,
214,
214,
209,
225,
261,
365,
292,
247,
282,
201,
196,
266,
329,
237,
201,
199,
200,
193,
227,
335,
239,
246,
217,
231,
183,
210,
327,
171,
189,
172,
142,
189,
201,
407,
282,
198,
168,
194,
175,
249,
337,
177,
174,
221,
179,
211,
205,
276,
190,
254,
285,
296,
237,
225,
346,
246,
243,
194,
162,
224,
229,
283,
167,
156,
165,
176,
193,
213,
255,
155,
149,
149,
136,
159,
200,
262,
175,
118,
104,
119,
141,
182,
207,
165,
156,
120,
184,
159,
179,
341,
209,
160,
163,
161,
176,
185,
370,
204,
200,
168,
164,
132,
195,
315,
186,
190,
171,
161,
134,
209,
302,
195,
169,
163,
141,
154,
243,
359,
205,
175,
170,
149,
148,
218,
284,
238,
184,
176,
431,
254,
233,
228,
205,
166,
195,
177,
219,
179,
283,
187,
174,
174,
156,
181,
208,
380,
243,
226,
186,
235,
300,
263,
237,
193,
217,
168,
171,
217,
648,
965,
395,
540,
581,
591,
1162,
43249,
8500,
3433,
2272,
1258,
984,
950,
1297,
1250,
681,
474,
426,
464,
422,
607,
600,
355,
343,
292,
242,
261,
328,
337,
339,
250,
246,
290,
201,
251,
314,
173,
188,
202,
163,
173,
228,
244,
157,
166,
168,
138,
143,
189,
268,
231,
180,
128,
133,
163,
175,
179,
138,
133,
133,
132,
143,
177,
244,
150,
138,
112,
122,
148,
199,
198,
154,
122,
140,
233,
164,
215,
284,
209,
179,
168,
169,
197,
275,
396,
217,
179,
185,
172,
217,
230,
326,
181,
210,
257
] |
[
162,
152,
190,
277,
171,
129,
147,
138,
152,
213,
362,
184,
195,
165,
157,
153,
232,
261,
181,
187,
163,
117,
170,
617,
292,
179,
164,
164,
131,
167,
152,
191,
136,
134,
130,
154,
157,
146,
156,
495,
216,
194,
149,
142,
163,
255,
360,
169,
151,
143,
148,
163,
222,
143,
138,
148,
126,
159,
200,
253,
181,
170,
157,
140,
133,
202,
284,
157,
143,
107,
134,
105,
198,
262,
176,
172,
163,
162,
147,
189,
299,
171,
184,
145,
146,
131,
199,
259,
172,
151,
169,
159,
127,
171,
311,
172
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -49.31%",
"予測される変化率: [カラム_0] 予測される変化率: 6.17%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.49倍)",
"トレンド: [カラム_0] トレンドの継続: 下降傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -49.31%",
"Forecasted change rate: [column_0] Forecasted change rate: 6.17%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.49 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
4,
3,
3,
7,
4,
6,
4,
4,
3,
4,
0,
3,
1,
21,
6,
2,
5,
4,
7,
3,
1,
8,
3,
5,
3,
7,
3,
10,
3,
4,
13,
1,
1,
10,
6,
6,
2,
6,
5,
6,
10,
6,
10,
3,
8,
4,
9,
6,
9,
8,
4,
1,
10,
8,
8,
5,
4,
6,
10,
5,
4,
7,
1,
11,
22,
12,
7,
11,
9,
6,
7,
7,
9,
5,
8,
9,
14,
15,
17,
13,
8,
12,
17,
6,
12,
14,
15,
9,
21,
17,
17,
17,
13,
11,
12,
15,
13,
11,
7,
11,
15,
11,
18,
17,
16,
14,
11,
9,
13,
10,
19,
25,
11,
5,
20,
4,
6,
14,
14,
11,
19,
11,
10,
20,
15,
18,
24,
21,
7,
10,
8,
11,
13,
15,
12,
10,
10,
14,
14,
22,
13,
24,
12,
7,
25,
9,
17,
22,
17,
13,
17,
19,
26,
22,
18,
42,
27,
35,
29,
38,
31,
14,
16,
11,
19,
23,
15,
36,
30,
21,
5,
21,
15,
12,
10,
29,
12,
14,
17,
21,
21,
18,
16,
11,
19,
34,
16,
22,
21,
23,
26,
17,
18,
24,
21,
37,
39,
67,
56,
57,
88,
101,
69,
93,
50,
83,
80,
108,
56,
102,
72,
50,
56,
86,
85,
53,
48,
58,
21,
23,
19,
17,
21,
24,
27,
150,
18,
36,
28,
28,
32,
37,
22,
33,
23,
48,
34,
28,
39,
43,
27,
19,
39,
29,
32,
34,
43,
32,
28,
34,
30,
32,
28,
19,
16,
19,
23,
40,
32,
42,
25,
12,
26,
16,
41,
37,
22,
21,
21,
25,
40,
37,
146,
43,
32,
34,
29,
29,
31,
38,
36,
33,
66,
29,
39,
26,
33,
33,
26,
26,
31,
43,
35,
40,
40,
26,
32,
35,
38,
27,
44,
38,
39,
44,
30,
37,
41,
32,
26,
31,
20,
25,
32,
30,
47,
35,
37,
24,
38,
50,
46,
35,
39,
40,
37,
30,
35,
53,
19,
29,
29,
27,
22,
26,
30,
23,
35,
37,
24,
42,
33,
25,
22,
48,
24,
34,
38,
39,
42,
37,
45,
29,
22,
32,
26,
38,
39,
45,
49,
18,
31,
38,
31,
40,
32,
24,
22,
27,
37,
41,
39,
31,
21,
18,
24,
33,
36,
26,
34,
25,
21,
25,
27,
40,
38,
37,
21,
28,
21,
36,
39,
27,
25,
31,
33,
32,
36,
37,
31,
29,
42,
9,
24,
36,
20,
43,
19,
23,
15,
33,
25,
39,
34,
37,
24,
30,
12,
34,
34,
28,
31,
26,
22,
30,
35,
29,
40,
36,
25,
26,
26,
29,
46,
45,
37,
33,
28,
39,
42,
42,
40,
42,
45,
22,
27,
24,
29,
29,
35,
25,
22,
25,
25,
35,
57,
45,
30,
19,
32,
42,
35,
28,
32,
28,
22,
21,
28,
30,
21,
34,
22,
44,
53,
22,
33,
40,
28,
27,
34,
22,
25,
20,
194,
14,
30,
25,
27,
28,
35,
34,
34,
42,
26,
45,
34,
23,
31,
36,
27,
23,
27,
23,
26,
36,
40,
32,
29,
18,
32,
19,
24
] |
[
30,
38,
31,
22,
40,
70,
30,
30,
31,
35,
30,
36,
34,
31,
45,
38,
31,
23,
33,
23,
26,
30,
33,
31,
23,
30,
22,
24,
33,
40,
36,
16,
49,
31,
25,
39,
50,
30,
23,
32,
35,
40,
26,
40,
31,
28,
36,
42,
34,
37,
25,
28,
38,
35,
53,
36,
29,
27,
30,
26,
38,
33,
23,
41,
32,
23,
37,
32,
35,
55,
45,
38,
35,
33,
46,
38,
65,
29,
38,
22,
25,
46,
45,
38,
33,
41,
37,
41,
55,
34,
40,
43,
43,
35,
38,
36
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 380.00%",
"予測される変化率: [カラム_0] 予測される変化率: 20.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.65倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 380.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 20.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.65 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 52 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 52.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
26,
25,
31,
16,
14,
16,
25,
19,
24,
18,
9,
11,
18,
21,
17,
16,
21,
11,
34,
20,
39,
26,
22,
11,
7,
4,
15,
13,
16,
27,
26,
7,
12,
19,
36,
12,
15,
14,
15,
9,
19,
15,
21,
19,
57,
15,
14,
58,
41,
22,
19,
18,
11,
13,
18,
19,
17,
21,
11,
8,
19,
16,
22,
26,
17,
28,
10,
9,
22,
22,
17,
10,
17,
8,
11,
22,
21,
24,
18,
58,
30,
23,
17,
18,
13,
61,
37,
19,
18,
18,
24,
32,
22,
21,
14,
24,
18,
30,
22,
21,
39,
15,
10,
15,
20,
18,
24,
20,
19,
6,
30,
40,
27,
25,
24,
15,
13,
21,
28,
32,
17,
89,
16,
24,
27,
27,
24,
23,
24,
18,
13,
46,
28,
43,
58,
36,
6,
7,
82,
44,
33,
38,
33,
19,
9,
11,
72,
66,
350,
288,
189,
74,
63,
40,
33,
72,
50,
13,
12,
37,
27,
50,
36,
24,
13,
14,
27,
46,
27,
54,
21,
4,
16,
24,
22,
24,
20,
18,
16,
21,
24,
19,
9,
8,
2,
15,
11,
19,
46,
48,
59,
61,
35,
18,
30,
38,
21,
26,
37,
27,
23,
24,
18,
22,
29,
25,
24,
12,
27,
29,
24,
121,
27,
31,
24,
45,
43,
44,
51,
53,
27,
17,
38,
40,
24,
218,
64,
21,
20,
38,
26,
37,
34,
16,
20,
18,
36,
24,
37,
28,
30,
17,
11,
40,
39,
33,
32,
33,
13,
22,
50,
54,
124,
51,
54,
37,
24,
66,
45,
51,
54,
34,
16,
23,
22,
28,
28,
33,
29,
9,
26,
1565,
404,
66,
49,
35,
28,
8,
32,
40,
364,
14092,
6265,
1338,
583,
1225,
679,
1414,
491,
876,
292,
205,
270,
404,
312,
332,
188,
107,
90,
221,
147,
583,
371,
140,
61,
156,
111,
51,
28,
25,
54,
40,
56,
228,
69,
44,
42,
37,
24,
14,
32,
222,
37,
36,
44,
18,
15,
41,
44,
79,
180,
115,
27,
99,
139,
64,
46,
50,
37,
23,
15,
46,
41,
22,
47,
32,
17,
21,
24,
20,
27,
28,
28,
15,
19,
38,
32,
27,
51,
32,
17,
27,
16,
36,
83,
20,
23,
11,
18,
38,
16,
24,
28,
21,
26,
13,
32,
22,
31,
26,
13,
14,
7,
6,
14,
17,
21,
15,
17,
29,
21,
15,
40,
20,
50,
19,
11,
11,
56,
30,
20,
21,
9,
9,
22,
18,
11,
9,
13,
10,
8,
7,
12,
21,
20,
40,
11,
6,
15,
18,
22,
46,
23,
4,
12,
45,
16,
26,
23,
15,
14,
17,
38,
23,
26,
17,
23,
7,
5,
12,
22,
15,
18,
33,
6,
7,
15,
22,
19,
6,
23,
11,
8,
46,
23,
13,
11,
10,
11,
6,
22,
34,
38,
47,
32,
28,
17,
28,
25,
31,
26,
19,
19,
15,
30,
28,
24,
23,
10,
8,
11,
22,
19,
18,
20,
16,
7,
7,
23,
26,
17,
12,
15,
12,
11,
15,
18,
16,
15,
20,
7,
7,
20,
20,
22,
19,
25,
7,
6,
29,
16,
11
] |
[
17,
10,
25,
3,
15,
20,
22,
27,
21,
6,
10,
27,
15,
22,
45,
4461,
295,
49,
81,
55,
33,
26,
35,
21,
18,
42,
59,
131,
50,
31,
22,
15,
1503,
44,
20,
19,
15,
14,
15,
19,
14,
26,
31,
17,
19,
10,
14,
20,
27,
31,
39,
9,
21,
15,
23,
23,
18,
27,
7,
15,
68,
21,
16,
23,
21,
9,
11,
22,
24,
21,
17,
52,
20,
18,
25,
15,
18,
12,
21,
8,
16,
20,
21,
13,
17,
14,
14,
41,
18,
20,
16,
17,
15,
10,
8,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -57.69%",
"予測される変化率: [カラム_0] 予測される変化率: 5.88%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.20倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -57.69%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.88%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.20 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
1,
2,
0,
50,
108,
79,
103,
133,
159,
184,
168,
134,
217,
330,
363,
461,
2142,
1837,
976,
647,
552,
540,
505,
466,
453,
385,
401,
358,
458,
531,
485,
923,
1013,
495,
533,
522,
522,
513,
407,
391,
423,
524,
518,
616,
477,
447,
417,
419,
401,
456,
470,
395,
351,
354,
430,
526,
657,
760,
774,
752,
570,
501,
416,
541,
668,
557,
443,
503,
441,
410,
427,
529,
401,
360,
395,
397,
343,
465,
586,
495,
403,
396,
385,
386,
447,
589,
414,
394,
416,
431,
439,
493,
504,
556,
444,
993,
613,
444,
495,
612,
493,
444,
516,
446,
509,
539,
571,
472,
433,
412,
419,
336,
463,
635,
454,
446,
422,
1101,
620,
619,
664,
545,
450,
428,
497,
452,
466,
457,
457,
376,
409,
433,
363,
463,
550,
451,
428,
401,
431,
421,
432,
581,
519,
387,
384,
396,
474,
577,
616,
497,
530,
421,
386,
456,
577,
670,
664,
566,
439,
550,
567,
587,
796,
634,
521,
663,
553,
555,
566,
707,
661,
519,
861,
542,
594,
649,
801,
655,
627,
855,
870,
1133,
2354,
1930,
1310,
814,
3361,
3567,
1768,
1432,
1463,
980,
768,
708,
647,
623,
767,
869,
661,
564,
547,
457,
514,
701,
610,
501,
427,
457,
431,
447,
606,
563,
448,
411,
698,
597,
544,
656,
662,
551,
482,
1048,
549,
518,
628,
792,
2191,
2876,
1686,
1452,
1623,
1397,
1291,
1084,
1041,
867
] |
[
2815,
1114,
1123,
1321,
1008,
1070,
1574,
1336,
1186,
1277,
1250,
1231,
1275,
1382,
986,
1160,
1089,
1352,
3190,
4584,
4381,
4812,
2795,
3300,
5753,
3826,
4518,
5280,
5105,
4180,
5627,
5935,
5239,
4764,
4335,
3679,
4392,
3666,
5176,
5966,
4934,
5383,
5106,
5363,
7254,
9080,
6333,
5702,
6568,
8975,
18885,
28361,
27197,
20881,
14414,
10898,
8736,
8979,
13517,
15301,
9467,
6924,
6104,
5134,
5378,
8334,
10278,
6252,
4644,
4799,
4800,
5360,
8784,
9341,
6420,
4348,
3909,
3899,
3934,
5686,
6809,
3811,
3052,
3426,
3267,
3236,
5080,
5623,
4077,
3446,
3270,
3286,
4049,
5699,
5879,
3540
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 86600.00%",
"予測される変化率: [カラム_0] 予測される変化率: 25.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.43倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 86600.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 25.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.43 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 68.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
103,
81,
230,
86,
75,
91,
54,
58,
83,
103,
96,
76,
92,
89,
83,
56,
63,
78,
79,
87,
76,
86,
87,
63,
67,
51,
90,
85,
62,
53,
46,
35,
42,
67,
65,
70,
83,
73,
73,
110,
89,
96,
70,
82,
74,
77,
100,
97,
125,
122,
102,
108,
53,
66,
79,
87,
58,
72,
113,
145,
118,
120,
61,
57,
81,
86,
114,
92,
60,
75,
74,
114,
87,
39,
74,
79,
60,
74,
51,
58,
49,
55,
47,
56,
72,
58,
61,
67,
85,
61,
66,
87,
66,
49,
85,
65,
53,
204,
860,
397,
151,
105,
467,
160,
137,
86,
111,
74,
94,
243,
192,
193,
77,
75,
58,
105,
73,
76,
76,
61,
57,
77,
88,
71,
96,
67,
83,
81,
87,
77,
99,
78,
75,
88,
78,
78,
91,
81,
111,
88,
92,
79,
158,
80,
92,
85,
97,
54,
68,
76,
47,
50,
56,
61,
83,
78,
64,
98,
84,
82,
60,
73,
59,
144,
78,
120,
81,
113,
119,
77,
73,
58,
55,
54,
55,
46,
61,
46,
75,
62,
74,
47,
58,
66,
96,
63,
80,
72,
86,
58,
71,
91,
82,
84,
75,
155,
63,
85,
68,
71,
72,
73,
71,
67,
70,
90,
79,
82,
102,
103,
73,
99,
73,
57,
51,
63,
85,
162,
93,
83,
313,
68,
67,
1566,
1060,
995,
619,
457,
233,
276,
133,
99,
132,
113,
109,
112,
106,
97,
69,
59,
46,
73,
79,
51,
76,
78,
79,
49,
81,
58,
65,
86,
56,
71,
75,
62,
512,
622,
300,
183,
101,
92,
91,
67,
55,
86,
77,
93,
64,
85,
64,
52,
90,
58,
42,
72,
64,
60,
82,
74,
66,
106,
161,
127,
93,
86,
51,
70,
77,
68,
62,
51,
74,
61,
72,
64,
60,
59,
79,
72,
74,
78,
61,
58,
58,
100,
115,
78,
76,
141,
117,
96,
89,
409,
143,
84,
73,
106,
69,
86,
76,
80,
77,
97,
97,
60,
76,
75,
98,
83,
72,
86,
64,
89,
77,
53,
61,
55,
66,
98,
143,
150,
81,
116,
77,
73,
80,
78,
82,
78,
69,
72,
77,
68,
130,
1606,
283,
142,
97,
88,
114,
102,
111,
81,
96,
65,
81,
95,
111,
211,
95,
114,
109,
101,
90,
745,
650,
307,
179,
135,
125,
154,
109,
100,
160,
115,
139,
78,
95,
85,
75,
74,
81,
86,
74,
88,
252,
142,
667,
174,
151,
209,
152,
106,
134,
164,
1073,
3520,
2831,
2506,
591,
8994,
19307,
12254,
19044,
34063,
6884,
2781,
3320,
2025,
1302,
910,
652,
911,
675,
796,
558,
292,
281,
244,
438,
260,
304,
205,
218,
215,
411,
630,
237,
169,
240,
154,
221,
185,
145,
124,
110,
207,
181,
201,
259,
390,
406,
350,
273,
151,
1136,
270,
164,
134,
139,
122,
1916,
341,
290,
172,
148,
167,
122,
128,
101,
99,
99,
89,
97,
88,
97,
76,
58,
81,
113,
88,
66,
67,
80,
65,
99,
66,
78,
82,
103,
75,
87,
71,
90,
327,
86,
61,
79,
77,
116,
69,
72,
75,
95,
96,
101,
70,
84,
85,
69,
156
] |
[
85,
68,
81,
98,
71,
63,
94,
114,
135,
138,
243,
153,
157,
84,
97,
69,
58,
85,
65,
77,
74,
120,
73,
85,
97,
186,
89,
62,
66,
85,
100,
107,
80,
68,
68,
75,
69,
136,
69,
94,
73,
109,
115,
92,
82,
95,
125,
86,
76,
92,
137,
100,
89,
357,
150,
99,
219,
109,
124,
95,
73,
100,
108,
83,
69,
80,
80,
128,
84,
115,
94,
75,
69,
67,
67,
133,
77,
368,
128,
96,
129,
81,
99,
154,
128,
175,
95,
85,
90,
76,
74,
114,
96,
71,
74,
75
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 51.46%",
"予測される変化率: [カラム_0] 予測される変化率: -11.76%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.82倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 51.46%",
"Forecasted change rate: [column_0] Forecasted change rate: -11.76%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.82 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
2,
4,
6,
3,
4,
6,
0,
7,
5,
6,
17,
3,
3,
4,
2,
4,
5,
9,
3,
2,
4,
3,
5,
9,
2,
3,
4,
7,
5,
3,
9,
2,
2,
2,
5,
10,
8,
7,
7,
6,
1,
3,
4,
7,
5,
1,
6,
5,
5,
3,
3,
6,
3,
8,
6,
5,
2,
12,
5,
0,
3,
7,
7,
3,
5,
6,
6,
4,
8,
4,
6,
6,
7,
5,
4,
2,
12,
19,
4,
9,
19,
15,
6,
6,
18,
4,
11,
6,
4,
6,
4,
5,
6,
4,
7,
6,
7,
6,
4,
4,
10,
5,
3,
8,
4,
14,
11,
8,
5,
6,
11,
12,
29,
21,
7,
20,
5,
4,
7,
8,
4,
7,
8,
5,
6,
7,
6,
3,
6,
24,
5,
8,
7,
10,
8,
3,
7,
11,
12,
8,
10,
12,
14,
11,
7,
1,
6,
7,
4,
10,
3,
4,
6,
4,
2,
5,
11,
7,
7,
7,
26,
8,
5,
12,
7,
0,
6,
12,
3,
7,
4,
4,
5,
7,
3,
10,
5,
21,
2,
6,
10,
2,
16,
16,
11,
4,
7,
10,
6,
13,
9,
9,
12,
2,
9,
1,
12,
10,
8,
7,
4,
11,
4,
14,
13,
8,
6,
3,
5,
13,
9,
7,
29,
59,
8,
4,
11,
10,
6,
13,
38,
15,
28,
13,
7,
11,
15,
4,
23,
8,
13,
8,
8,
16,
17,
7,
7,
8,
17,
10,
17,
9,
12,
8,
8,
8,
19,
9,
10,
8,
5,
6,
8,
13,
7,
11,
12,
7,
67,
11,
28,
36,
48,
18,
7,
4,
20,
7,
5,
6,
8,
5,
14,
5,
7,
7,
9,
4,
4,
4,
42,
7,
13,
12,
12,
6,
5,
14,
9,
5,
7,
7,
12,
6,
7,
7,
9,
7,
8,
8,
5,
6,
10,
10,
7,
8,
5,
2,
9,
9,
4,
10,
4,
5,
5,
7,
6,
9,
7,
7,
3,
4,
14,
4,
5,
5,
6,
3,
6,
1,
4,
9,
7,
6,
17,
10,
12,
17,
7,
9,
4,
7,
54,
7,
6,
5,
7,
6,
4,
8,
7,
4,
3,
5,
7,
1,
5,
14,
2,
13,
4,
4,
8,
8,
12,
6,
11,
4,
6,
8,
9,
5,
3,
6,
6,
13,
7,
10,
17,
19,
15,
15,
18,
9,
6,
4,
2,
12,
19,
8,
6,
9,
4,
8,
6,
3,
6,
5,
5,
28,
4,
8,
7,
7,
11,
8,
5,
6,
5,
6,
17,
6,
5,
11,
9,
7,
10,
10,
6,
7,
2,
7,
5,
6,
4,
3,
1,
2,
13,
8,
6,
6,
3,
6,
4,
5,
6,
4,
7,
9,
21,
12,
8,
6,
10,
8,
11,
10,
23,
7,
9,
11,
5,
4,
4,
14,
7,
6,
8,
3,
2,
4,
24,
2,
58,
7,
5,
6,
13,
28,
8,
13,
5,
2,
4,
8,
4,
11,
10,
5,
10,
7,
7,
26,
4,
6,
5,
5,
8,
8,
5,
7,
6,
7,
4,
6,
6,
4,
22,
7,
6,
20,
4,
3,
26,
2,
8,
11,
4,
2,
8
] |
[
4,
5,
6,
7,
7,
6,
13,
17,
7,
8,
8,
7,
7,
104,
1,
5,
6,
7,
6,
4,
12,
16,
11,
13,
9,
10,
14,
15,
4,
5,
12,
10,
2,
1,
8,
8,
3,
7,
5,
8,
4,
7,
19,
5,
7,
6,
4,
8,
7,
19,
8,
12,
5,
8,
16,
3,
20,
8,
11,
41,
19,
18,
17,
12,
8,
12,
9,
4,
10,
5,
13,
7,
8,
5,
6,
5,
5,
20,
8,
8,
14,
41,
9,
15,
24,
5,
14,
9,
10,
12,
9,
18,
9,
14,
24,
18
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 300.00%",
"予測される変化率: [カラム_0] 予測される変化率: 350.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.93倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 300.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 350.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.93 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 76 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
12,
12,
17,
13,
12,
11,
12,
7,
5,
11,
3,
21,
6,
7,
15,
12,
9,
5,
7,
13,
8,
9,
5,
7,
12,
8,
16,
12,
19,
13,
17,
9,
12,
10,
12,
8,
9,
30,
6,
12,
7,
4,
13,
12,
18,
14,
11,
5,
16,
17,
10,
10,
7,
13,
17,
10,
12,
15,
23,
7,
11,
3,
8,
14,
12,
5,
8,
5,
19,
10,
20,
15,
4,
15,
5,
12,
113,
22,
13,
42,
63,
52,
22,
22,
25,
24,
10,
17,
19,
9,
12,
23,
27,
9,
30,
43,
30,
16,
9,
20,
20,
16,
33,
25,
22,
9,
20,
11,
16,
36,
11,
4,
15,
12,
43,
51,
68,
23,
36,
23,
20,
287,
18,
25,
17,
39,
44,
90,
112,
53,
82,
43,
48,
101,
53,
21,
8,
24,
41,
22,
45,
39,
47,
27,
55,
62,
62,
27,
76,
22,
27,
19,
38,
34,
55,
16,
28,
13,
17,
19,
34,
20,
30,
66,
25,
35,
24,
30,
19,
30,
10,
13,
26,
25,
17,
22,
12,
18,
16,
27,
12,
17,
19,
11,
24,
21,
21,
27,
127,
55,
27,
70,
29,
25,
65,
31,
45,
30,
26,
12,
22,
20,
28,
25,
44,
43,
35,
26,
43,
33,
46,
40,
57,
70,
32,
38,
30,
333,
34,
38,
52,
50,
71,
74,
51,
26,
22,
305,
23,
69,
79,
24,
43,
54,
67,
83,
78,
49,
51,
60,
35,
18,
75,
66,
45,
80,
62,
28,
25,
73,
93,
46,
80,
49,
72,
61,
70,
43,
64,
35,
38,
44,
112,
129,
67,
41,
26,
14,
50,
61,
43,
53,
20,
85,
50,
60,
18,
7,
46,
38,
38,
39,
26,
78,
98,
108,
29,
32,
40,
25,
72,
56,
68,
21,
33,
35,
33,
32,
35,
18,
45,
18,
24,
31,
14,
20,
77,
96,
49,
118,
42,
164,
73,
143,
77,
78,
33,
54,
106,
67,
70,
46,
23,
75,
38,
30,
29,
36,
18,
32,
114,
46,
176,
65,
118,
75,
111,
36,
15,
33,
48,
15,
40,
41,
20,
52,
66,
90,
56,
83,
36,
58,
42,
62,
35,
28,
36,
70,
61,
68,
57,
58,
59,
15,
30,
36,
43,
32,
68,
26,
25,
18,
52,
20,
14,
68,
20,
56,
18,
23,
47,
27,
34,
15,
34,
35,
60,
20,
44,
29,
31,
29,
46,
29,
21,
34,
24,
14,
18,
17,
20,
24,
34,
18,
18,
10,
30,
21,
20,
17,
20,
33,
49,
74,
69,
69,
13,
24,
76,
47,
28,
11,
26,
26,
21,
29,
19,
32,
71,
37,
22,
69,
284,
22,
47,
33,
46,
65,
17,
17,
26,
21,
21,
25,
54,
31,
16,
74,
81,
53,
35,
23,
42,
43,
22,
71,
35,
23,
59,
40,
29,
125,
99,
106,
36,
34,
57,
18,
21,
28,
61,
41,
28,
20,
17,
16,
43,
26,
36,
14,
16,
15,
39,
17,
14,
6,
13,
24,
46,
24,
11,
11,
24,
24,
35,
23,
25,
7,
11,
98,
56,
65,
61,
48,
96,
15,
76,
45,
67,
161,
29,
58
] |
[
23,
67,
21,
82,
47,
84,
68,
14,
14,
49,
73,
20,
36,
52,
50,
74,
20,
38,
17,
16,
31,
26,
16,
63,
48,
85,
31,
41,
50,
66,
41,
39,
17,
41,
14,
17,
13,
37,
19,
16,
25,
66,
36,
139,
124,
100,
21,
31,
55,
15,
42,
45,
165,
22,
62,
58,
19,
29,
58,
44,
52,
44,
59,
87,
49,
67,
56,
138,
182,
48,
31,
71,
32,
53,
58,
41,
31,
55,
34,
32,
35,
58,
69,
49,
135,
40,
45,
57,
106,
24,
44,
60,
46,
39,
35,
61
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 383.33%",
"予測される変化率: [カラム_0] 予測される変化率: 165.22%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.88倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 62個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 383.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 165.22%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.88 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 62",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 78 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 78.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
56,
63,
48,
48,
55,
67,
143,
38,
56,
65,
58,
1193,
204,
308,
120,
68,
89,
55,
81,
83,
88,
74,
65,
103,
60,
74,
57,
74,
66,
150,
94,
64,
59,
52,
71,
68,
59,
50,
150,
61,
74,
210,
136,
65,
73,
156,
283,
73,
89,
60,
62,
75,
77,
108,
4189,
273,
132,
93,
87,
95,
63,
77,
63,
53,
73,
58,
57,
62,
57,
61,
62,
61,
77,
56,
549,
195,
77,
76,
88,
60,
71,
132,
80,
96,
139,
68,
73,
59,
61,
62,
62,
59,
44,
52,
78,
67,
50,
99,
65,
55,
72,
57,
56,
52,
70,
50,
54,
52,
53,
67,
45,
60,
52,
54,
69,
66,
81,
61,
83,
45,
85,
48,
65,
59,
68,
83,
214,
91,
55,
79,
97,
79,
74,
76,
66,
75,
907,
166,
121,
88,
90,
110,
140,
182,
146,
105,
70,
58,
70,
87,
384,
303,
83,
69,
58,
82,
77,
58,
147,
85,
84,
82,
100,
55,
102,
142,
83,
92,
482,
1349,
519,
175,
146,
296,
159,
109,
60,
86,
1002,
189,
170,
114,
125,
101,
156,
47581,
4868,
995,
444,
308,
230,
199,
185,
192,
95,
114,
198,
102,
82,
88,
122,
83,
77,
75,
80,
72,
393,
128,
66,
72,
85,
65,
95,
470,
193,
98,
65,
76,
556,
132,
80,
93,
144,
216,
103,
1361,
276,
128,
96,
136,
79,
96,
250,
81,
95,
81,
86,
73,
71,
289,
92,
322,
181,
83,
240,
113,
280,
98,
86,
93,
49,
43,
52,
195,
96,
73,
47,
53,
76,
69,
165,
86,
529,
138,
86,
73,
59,
344,
131,
68,
71,
86,
56,
72,
245,
87,
70,
69,
74,
65,
59,
198,
101,
67,
135,
95,
56,
72,
131,
69,
53,
225,
149,
84,
73,
229,
132,
135,
86,
76,
103,
107,
151,
88,
74,
423,
80,
61,
224,
189,
87,
46,
63,
60,
54,
61,
232,
128,
54,
56,
89,
52,
107,
99,
78,
254,
97,
83,
78,
55,
135,
71,
40,
78,
57,
1059,
197,
101,
86,
94,
62,
36,
40,
42,
79,
68,
68,
58,
57,
52,
46,
91,
78,
35,
176,
100,
58,
43,
88,
132,
64,
406,
116,
93,
74,
80,
89,
52,
56,
45,
60,
42,
75,
72,
51,
56,
57,
86,
75,
84,
169,
784,
129,
80,
67,
67,
115,
60,
93,
65,
85,
72,
192,
87,
97,
57,
59,
67,
70,
155,
128,
87,
45,
62,
95,
133,
177,
451,
183,
267,
592,
141,
215,
162,
126,
84,
70,
277,
112,
75,
76,
133,
105,
105,
492,
288,
123,
111,
111,
91,
77,
241,
110,
69,
233,
103,
106,
51,
106,
92,
79,
71,
70,
129,
61,
76,
95,
95,
79,
54,
135,
65,
52,
73,
130,
66,
124,
470,
81,
77,
74,
98,
101,
1009,
293,
87,
113,
94,
78,
91,
66,
193,
82,
120,
100,
84,
100,
103,
89,
229,
83,
81,
72,
67,
81,
75,
117,
102,
51,
97,
153,
115,
91,
287,
124,
99,
78,
71,
78,
104,
79,
67,
55,
86,
102,
124,
110,
58,
72,
229,
96,
67
] |
[
80,
60,
66,
47,
54,
57,
64,
137,
97,
62,
54,
58,
52,
56,
58,
57,
48,
63,
44,
107,
76,
61,
65,
70,
107,
52,
57,
47,
63,
165,
57,
941,
109,
89,
85,
105,
98,
55,
109,
115,
92,
97,
91,
90,
83,
83,
60,
68,
94,
67,
101,
1347,
345,
201,
472,
468,
232,
745,
279,
195,
127,
197,
115,
102,
113,
70,
97,
80,
74,
73,
114,
134,
107,
139,
87,
117,
515,
121,
125,
259,
154,
143,
123,
118,
116,
112,
117,
88,
111,
105,
147,
707,
888,
193,
127,
97
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 19.64%",
"予測される変化率: [カラム_0] 予測される変化率: 21.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.64倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 19.64%",
"Forecasted change rate: [column_0] Forecasted change rate: 21.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.64 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 72.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
230,
181,
154,
194,
162,
171,
209,
219,
169,
141,
174,
149,
170,
173,
175,
134,
114,
132,
114,
164,
149,
144,
165,
166,
144,
165,
222,
171,
188,
185,
175,
174,
166,
183,
244,
202,
164,
212,
163,
226,
205,
196,
193,
171,
176,
187,
192,
170,
228,
213,
190,
230,
138,
177,
207,
208,
249,
224,
203,
144,
179,
210,
222,
328,
210,
212,
222,
371,
233,
255,
249,
308,
326,
245,
268,
286,
428,
278,
349,
331,
261,
228,
341,
314,
392,
372,
352,
221,
344,
356,
357,
336,
353,
340,
265,
322,
314,
408,
355,
392,
263,
205,
303,
337,
417,
442,
372,
312,
249,
295,
327,
328,
290,
360,
275,
196,
241,
333,
291,
313,
328,
298,
269,
461,
412,
370,
449,
470,
320,
270,
339,
406,
381,
330,
407,
385,
375,
401,
603,
476,
390,
381,
360,
248,
363,
425,
426,
357,
553,
348,
318,
344,
435,
495,
484,
518,
381,
290,
361,
587,
448,
362,
403,
312,
296,
393,
359,
401,
364,
387,
219,
193,
224,
224,
210,
165,
156,
179,
188,
187,
260,
266,
300,
214,
286,
328,
375,
359,
399,
758,
438,
349,
309,
549,
480,
443,
497,
440,
350,
241,
368,
485,
454,
591,
495,
406,
509,
510,
506,
449,
464,
543,
393,
344,
310,
502,
495,
428,
502,
404,
212,
366,
387,
402,
469,
365,
305,
242,
314,
365,
337,
531,
360,
327,
277,
302,
417,
389,
407,
336,
383,
286,
399,
443,
556,
575,
472,
475,
431,
470,
637,
671,
605,
612,
444,
316,
547,
609,
542,
470,
510,
428,
297,
496,
541,
456,
474,
546,
418,
226,
294,
607,
506,
476,
447,
451,
319,
377,
423,
410,
439,
383,
339,
304,
330,
364,
393,
411,
419,
383,
246,
366,
396,
465,
413,
476,
464,
288,
386,
447,
464,
471,
420,
384,
265,
457,
735,
579,
407,
308,
376,
311,
385,
492,
475,
535,
455,
375,
262,
350,
461,
518,
446,
476,
443,
441,
1210,
784,
532,
524,
489,
405,
268,
386,
515,
512,
421,
419,
328,
241,
295,
443,
389,
564,
388,
336,
257,
384,
433,
334,
318,
339,
272,
187,
230,
273,
249,
215,
206,
219,
184,
173,
242,
213,
223,
203,
150,
159,
156,
204,
203,
169,
148,
164,
169,
119,
195,
224,
210,
193,
258,
180,
193,
203,
297,
193,
253,
252,
191,
257,
319,
509,
618,
489,
247,
217,
265,
204,
235,
237,
222,
231,
201,
164,
178,
189,
185,
166,
189,
132,
188,
216,
208,
161,
207,
146,
167,
139,
158,
395,
302,
192,
178,
158,
175,
182,
217,
231,
213,
183,
166,
199,
271,
235,
356,
263,
288,
278,
306,
279,
293,
365,
279,
334,
241,
310,
435,
367,
340,
370,
315,
262,
363,
398,
454,
461,
441,
313,
316,
346,
579,
452,
473,
461,
349,
301,
366,
428,
403,
694,
603,
293,
273,
365,
562,
455,
390,
338,
307,
306,
302,
383,
444,
372,
646,
371,
347,
359,
354,
564,
664,
470,
743,
517,
1115,
1070,
1670,
3302,
3284,
1745,
1080,
1096,
1104,
896,
907,
817,
632,
661,
679,
780,
691,
725
] |
[
655,
559,
449,
431,
583,
514,
533,
569,
398,
329,
417,
487,
568,
602,
506,
388,
321,
364,
495,
524,
647,
394,
431,
238,
325,
340,
318,
294,
267,
229,
170,
183,
310,
375,
317,
399,
363,
248,
261,
444,
448,
576,
463,
422,
422,
500,
513,
801,
716,
673,
637,
554,
1059,
791,
685,
958,
1250,
4602,
5110,
3119,
2025,
1661,
1163,
1046,
808,
619,
761,
2751,
1504,
874,
630,
529,
476,
564,
644,
569,
531,
460,
418,
309,
360,
473,
384,
367,
381,
511,
297,
378,
497,
374,
364,
412,
383,
291,
425,
502
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 215.22%",
"予測される変化率: [カラム_0] 予測される変化率: -23.36%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.96倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 36個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 215.22%",
"Forecasted change rate: [column_0] Forecasted change rate: -23.36%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.96 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 36",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 24 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 24.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
15,
18,
29,
25,
36,
10,
22,
15,
14,
26,
19,
13,
21,
22,
16,
37,
20,
21,
34,
43,
10,
22,
7,
16,
23,
14,
9,
22,
20,
12,
15,
15,
8,
13,
13,
30,
16,
13,
18,
28,
18,
30,
26,
20,
24,
19,
17,
19,
13,
21,
18,
16,
29,
16,
20,
17,
19,
13,
13,
14,
13,
10,
19,
14,
12,
9,
14,
18,
11,
10,
16,
10,
18,
12,
9,
18,
15,
23,
16,
25,
29,
20,
22,
24,
28,
17,
18,
16,
28,
38,
38,
49,
18,
22,
25,
27,
20,
25,
22,
32,
26,
26,
23,
19,
17,
22,
19,
28,
22,
28,
10,
38,
19,
47,
70,
33,
21,
24,
19,
23,
17,
10,
14,
40,
44,
50,
35,
19,
29,
21,
30,
19,
25,
16,
27,
31,
23,
20,
22,
20,
19,
26,
34,
20,
56,
52,
51,
45,
41,
22,
18,
20,
26,
24,
14,
23,
29,
61,
26,
28,
35,
22,
26,
24,
30,
18,
32,
21,
36,
22,
22,
30,
34,
26,
16,
26,
37,
12,
34,
20,
58,
15,
17,
23,
26,
22,
21,
29,
31,
36,
28,
25,
51,
20,
22,
50,
28,
23,
23,
35,
36,
28,
87,
115,
50,
41,
34,
39,
21,
32,
40,
50,
38,
29,
41,
20,
37,
27,
20,
30,
24,
22,
35,
33,
35,
25,
38,
232,
25,
32,
64,
29,
40,
46,
28,
26,
36,
46,
68,
30,
23,
22,
50,
58,
24,
41,
36,
19,
32,
11,
24,
26,
28,
26,
26,
34,
52,
172,
459,
163,
31,
38,
57,
127,
77,
22,
23,
76,
33,
34,
25,
17,
26,
17,
43,
27,
24,
17,
25,
31,
27,
18,
76,
27,
51,
26,
27,
35,
17,
24,
28,
32,
30,
30,
34,
41,
24,
39,
32,
38,
26,
29,
23,
26,
43,
18,
26,
40,
21,
21,
26,
22,
28,
29,
29,
58,
65,
24,
23,
31,
20,
23,
47,
23,
11,
20,
27,
49,
22,
26,
51,
25,
28,
39,
47,
49,
19,
30,
35,
31,
23,
19,
30,
22,
23,
44,
22,
26,
24,
37,
48,
56,
48,
43,
33,
237,
30,
43,
24,
41,
52,
30,
24,
32,
19,
26,
26,
25,
24,
22,
39,
38,
30,
25,
20,
42,
31,
20,
28,
16,
21,
19,
17,
24,
23,
22,
28,
31,
45,
13,
19,
25,
27,
36,
27,
24,
37,
23,
28,
16,
17,
23,
29,
32,
30,
29,
18,
29,
27,
17,
32,
12,
27,
14,
21,
28,
29,
43,
22,
15,
21,
21,
24,
69,
37,
21,
38,
17,
21,
35,
23,
14,
23,
55,
45,
26,
22,
21,
34,
48,
47,
23,
27,
14,
25,
14,
17,
21,
23,
39,
21,
31,
32,
13,
29,
25,
23,
182,
26,
23,
85,
1757,
37,
21,
48,
22,
118,
17,
23,
20,
36,
28,
32,
18,
31,
13,
22,
22,
26,
23,
65,
40,
21,
17,
15,
25,
62,
22,
34,
28,
24,
21,
35,
28,
26,
21,
123,
28,
9,
26,
40,
19,
29,
22,
23,
31,
34,
27,
36,
29,
33,
27
] |
[
20,
23,
37,
24,
26,
26,
43,
39,
71,
30,
44,
108,
30,
33,
49,
51,
30,
33,
48,
33,
28,
32,
31,
35,
26,
36,
61,
31,
53,
28,
20,
39,
29,
22,
25,
15,
27,
27,
50,
33,
46,
33,
37,
35,
39,
32,
107,
68,
13,
43,
40,
157,
49,
41,
23,
29,
31,
47,
40,
34,
38,
59,
71,
109,
69,
28,
39,
73,
89,
66,
70,
22,
95,
45,
39,
71,
60,
20,
28,
50,
32,
32,
35,
36,
55,
33,
37,
35,
43,
42,
40,
90,
47,
47,
42,
51
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 80.00%",
"予測される変化率: [カラム_0] 予測される変化率: 155.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.10倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 80.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 155.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.10 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
14,
9,
1,
5,
12,
6,
4,
8,
27,
24,
14,
15,
19,
12,
13,
4,
14,
9,
6,
6,
4,
8,
14,
8,
54,
9,
7,
6,
10,
8,
3,
6,
3,
5,
12,
5,
10,
11,
32,
29,
12,
38,
10,
13,
4,
6,
5,
9,
12,
4,
4,
31,
6,
7,
6,
3,
33,
5,
26,
4,
4,
5,
0,
11,
9,
6,
4,
8,
8,
8,
8,
4,
16,
6,
8,
7,
9,
9,
7,
14,
3,
9,
2,
43,
2,
4,
4,
30,
8,
9,
126,
90,
4,
11,
12,
16,
14,
11,
11,
6,
7,
10,
4,
8,
5,
11,
8,
30,
5,
6,
8,
13,
7,
7,
31,
18,
9,
5,
7,
14,
5,
9,
8,
8,
8,
9,
11,
5,
7,
7,
5,
9,
8,
3,
7,
9,
7,
3,
5,
8,
5,
11,
6,
11,
5,
9,
3,
6,
7,
4,
15,
2,
6,
5,
7,
5,
9,
16,
4,
12,
5,
1,
13,
8,
9,
11,
8,
8,
3,
11,
2,
10,
6,
4,
3,
9,
2,
6,
10,
2,
8,
7,
4,
19,
14,
7,
7,
5,
10,
6,
5,
9,
10,
11,
20,
6,
8,
15,
10,
9,
4,
11,
11,
8,
2,
14,
9,
12,
11,
3,
4,
13,
12,
14,
6,
6,
10,
11,
12,
6,
5,
6,
14,
3,
6,
5,
7,
7,
8,
7,
7,
11,
16,
7,
5,
5,
6,
17,
8,
14,
9,
13,
7,
6,
12,
22,
10,
34,
16,
10,
7,
5,
8,
2,
8,
9,
6,
17,
14,
13,
11,
18,
7,
10,
15,
11,
13,
8,
21,
6,
16,
6,
12,
6,
10,
8,
14,
9,
12,
11,
5,
9,
6,
15,
11,
12,
12,
15,
18,
11,
10,
7,
11,
7,
11,
8,
11,
7,
11,
9,
7,
8,
4,
7,
6,
3,
18,
6,
3,
11,
9,
6,
5,
14,
7,
7,
6,
8,
7,
3,
10,
10,
8,
7,
10,
16,
5,
7,
14,
10,
5,
10,
9,
5,
11,
42,
12,
5,
10,
11,
13,
12,
7,
9,
11,
8,
12,
19,
15,
11,
8,
16,
13,
11,
8,
12,
14,
7,
10,
7,
11,
6,
2,
11,
13,
8,
12,
13,
13,
10,
16,
36,
55,
39,
14,
17,
19,
15,
19,
14,
13,
35,
9,
15,
11,
34,
14,
15,
20,
25,
8,
11,
10,
23,
16,
15,
11,
24,
23,
18,
24,
12,
11,
9,
12,
4,
17,
13,
11,
14,
11,
12,
11,
9,
8,
13,
4,
14,
11,
5,
7,
7,
20,
15,
6,
11,
11,
8,
13,
8,
16,
10,
11,
20,
9,
4,
41,
9,
8,
8,
429,
47,
47,
19,
67,
31,
13,
14,
13,
17,
15,
21,
28,
52,
22,
35,
11,
9,
58,
10,
17,
18,
14,
28,
9,
12,
16,
9,
9,
12,
8,
7,
9,
14,
11,
14,
38,
11,
14,
7,
26,
10,
12,
18,
10,
12,
10,
19,
23,
10,
10,
12,
4,
5,
8,
5,
27,
8,
13,
10,
7,
3,
5,
7,
10,
8,
6,
10,
6,
8,
9,
5
] |
[
8,
6,
9,
6,
7,
16,
8,
13,
3,
9,
11,
7,
6,
10,
7,
9,
10,
11,
8,
7,
10,
12,
12,
12,
13,
16,
15,
7,
6,
12,
10,
21,
8,
16,
7,
11,
14,
43,
17,
17,
5,
9,
12,
10,
11,
11,
8,
20,
9,
10,
8,
2,
15,
6,
15,
5,
7,
7,
8,
5,
5,
8,
43,
7,
3,
5,
11,
11,
8,
3,
37,
8,
2,
15,
40,
9,
78,
34,
14,
8,
9,
8,
6,
21,
9,
4,
10,
7,
10,
12,
11,
13,
12,
9,
5,
6
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -64.29%",
"予測される変化率: [カラム_0] 予測される変化率: -25.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.60倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -64.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -25.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.60 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
125,
188,
246,
254,
253,
301,
215,
189,
194,
184,
243,
269,
205,
193,
180,
169,
167,
249,
298,
192,
144,
199,
347,
279,
594,
567,
345,
279,
366,
2303,
636,
310,
2580,
526,
299,
363,
214,
239,
1437,
897,
546,
306,
195,
313,
279,
277,
329,
245,
227,
423,
230,
230,
301,
474,
1262,
318,
432,
554,
290,
327,
827,
248,
217,
244,
239,
1079,
1211,
653,
235,
219,
284,
230,
215,
358,
283,
194,
175,
199,
162,
219,
347,
305,
182,
188,
250,
259,
237,
269,
332,
208,
197,
3063,
506,
283,
326,
463,
270,
263,
203,
200,
250,
331,
286,
211,
196,
217,
188,
287,
2959,
638,
362,
259,
267,
239,
282,
316,
370,
327,
202,
189,
190,
202,
355,
362,
213,
164,
246,
208,
239,
304,
555,
255,
167,
283,
223,
192,
298,
348,
178,
185,
259,
208,
223,
312,
400,
452,
208,
755,
432,
264,
325,
456,
243,
261,
193,
172,
218,
350,
380,
228,
249,
242,
246,
248,
422,
454,
314,
1320,
390,
270,
314,
349,
459,
287,
267,
498,
481,
785,
2894,
584,
345,
367,
329,
544,
504,
524,
656,
336,
342,
316,
305,
337,
929,
665,
319,
279,
274,
539,
399,
413,
587,
1312,
290,
423,
242,
360,
398,
504,
228,
243,
201,
244,
316,
1871,
408,
307,
227,
254,
224,
257,
374,
409,
243,
228,
352,
435,
428,
500,
851,
535,
396,
383,
2499,
762,
11007,
1888,
555,
395,
306,
281,
328,
432,
545,
404,
307,
328,
347,
347,
533,
452,
254,
238,
725,
616,
537,
1894,
905,
410,
348,
667,
1967,
495,
419,
449,
308,
211,
230,
305,
572,
477,
598,
495,
373,
354,
274,
336,
399,
361,
211,
177,
229,
201,
328,
473,
354,
224,
251,
1288,
328,
251,
474,
365,
231,
167,
188,
187,
206,
279,
352,
187,
194,
168,
187,
242,
331,
357,
173,
155,
189,
209,
178,
248,
207,
144,
171,
168,
165,
228,
291,
613,
492,
191,
197,
159,
176,
177,
271,
158,
176,
195,
231,
315,
300,
381,
187,
194,
302,
256,
245,
310,
295,
207,
172,
215,
196,
185,
186,
229,
159,
162,
156,
790,
249,
238,
279,
179,
137,
155,
145,
150,
250,
243,
173,
246,
197,
163,
139,
167,
234,
154,
171,
930,
203,
180,
269,
175,
191,
190,
165,
154,
259,
231,
282,
167,
148,
130,
163,
159,
205,
228,
176,
171,
1805,
320,
226,
347,
886,
210,
201,
193,
222,
204,
359,
389,
465,
275,
251,
287,
489,
194,
306,
223,
197,
236,
648,
323,
318,
356,
193,
185,
161,
227,
193,
215,
261,
210,
236,
146,
190,
166,
247,
299,
197,
163,
171,
148,
170,
306,
324,
192,
188,
184,
138,
218,
573,
574,
220,
224,
220,
180,
206,
240,
238,
160,
254,
535,
204,
214,
381,
353,
392,
200,
269,
292,
205,
334,
333,
198,
568,
271,
288,
236,
302,
397,
196,
206,
193,
189,
240,
446,
358,
224,
197,
206,
181,
237,
1316,
392,
233,
263,
315,
210,
218,
397,
444,
257,
216,
170,
185,
266,
327,
356,
349,
309,
361,
231,
272,
290,
353,
169,
310,
178
] |
[
160,
213,
394,
315,
164,
215,
211,
180,
243,
308,
340,
180,
274,
271,
265,
306,
610,
455,
411,
1534,
353,
309,
1770,
669,
625,
284,
716,
303,
492,
366,
446,
643,
1377,
1203,
956,
713,
593,
1571,
1078,
532,
444,
659,
441,
503,
816,
685,
308,
319,
319,
349,
330,
452,
908,
275,
226,
241,
269,
294,
362,
403,
247,
239,
234,
243,
248,
374,
436,
286,
287,
221,
518,
358,
386,
417,
235,
263,
277,
232,
238,
444,
447,
270,
213,
216,
162,
321,
358,
344,
273,
236,
233,
236,
290,
400,
454,
487
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 42.40%",
"予測される変化率: [カラム_0] 予測される変化率: 204.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.42倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 42.40%",
"Forecasted change rate: [column_0] Forecasted change rate: 204.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.42 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 40 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 40.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.