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 |
[
6,
13,
14,
9,
5,
5,
7,
1,
7,
2,
5,
6,
7,
2,
6,
14,
7,
9,
4,
2,
6,
8,
9,
5,
6,
16,
14,
2,
9,
5,
4,
5,
3,
8,
7,
3,
1,
5,
6,
5,
6,
12,
17,
4,
7,
14,
6,
2,
8,
6,
3,
7,
8,
4,
3,
7,
8,
13,
5,
2,
5,
3,
8,
7,
4,
7,
5,
5,
4,
4,
4,
15,
5,
8,
5,
2,
6,
1,
9,
18,
9,
10,
8,
15,
12,
6,
6,
17,
3,
7,
6,
7,
4,
3,
7,
9,
17,
6,
8,
15,
23,
8,
10,
5,
13,
6,
8,
7,
8,
9,
7,
4,
9,
5,
6,
5,
3,
5,
7,
3,
6,
9,
6,
8,
8,
9,
9,
3,
12,
3,
6,
5,
5,
9,
7,
7,
6,
8,
7,
9,
8,
13,
9,
18,
10,
11,
11,
10,
13,
10,
7,
24,
16,
20,
11,
17,
9,
14,
7,
17,
12,
10,
10,
14,
14,
19,
9,
11,
15,
9,
51,
16,
6,
13,
9,
7,
12,
8,
11,
9,
8,
12,
7,
5,
11,
8,
9,
11,
8,
5,
3,
12,
11,
5,
8,
9,
12,
6,
10,
20,
7,
10,
7,
5,
8,
12,
8,
11,
11,
8,
4,
8,
9,
8,
10,
13,
11,
10,
10,
9,
13,
7,
11,
10,
13,
5,
13,
11,
14,
17,
79,
31,
14,
19,
14,
11,
28,
9,
13,
17,
8,
14,
6,
13,
12,
6,
7,
10,
41,
22,
18,
10,
12,
6,
3,
8,
5,
9,
5,
15,
16,
6,
15,
9,
22,
43,
7,
5,
6,
15,
6,
6,
12,
5,
12,
9,
23,
9,
18,
10,
23,
15,
14,
15,
7,
24,
20,
11,
12,
10,
11,
10,
14,
19,
20,
14,
11,
13,
14,
11,
20,
8,
9,
17,
8,
9,
8,
5,
11,
9,
13,
12,
14,
11,
7,
12,
43,
13,
9,
18,
7,
14,
13,
27,
25,
16,
11,
16,
18,
17,
29,
31,
28,
16,
19,
18,
43,
31,
31,
16,
26,
22,
21,
20,
23,
31,
28,
7,
19,
24,
14,
26,
25,
9,
12,
24,
24,
34,
50,
30,
15,
8,
11,
16,
30,
14,
42,
14,
12,
7,
8,
13,
13,
12,
15,
20,
10,
12,
10,
22,
15,
14,
35,
26,
30,
26,
14,
16,
30,
11,
21,
3,
21,
11,
12,
11,
9,
16,
11,
10,
7,
25,
9,
14,
9,
10,
10,
5,
11,
10,
14,
18,
9,
7,
10,
3,
13,
11,
23,
10,
24,
38,
34,
25,
12,
8,
10,
28,
27,
23,
13,
11,
8,
21,
7,
52,
11,
8,
5,
8,
8,
14,
15,
9,
9,
21,
9,
9,
8,
13,
14,
10,
25,
11,
15,
11,
14,
24,
11,
6,
14,
11,
6,
5,
25,
11,
7,
22,
10,
274,
176,
14,
11,
12,
9,
9,
9,
8,
11,
10,
6,
13,
4,
6,
9,
13,
19,
2,
5,
5,
6,
15,
4,
14,
13,
22,
14,
4,
3,
4,
22,
11,
18,
7,
11,
9,
4,
37,
9,
16,
10,
8
] |
[
22,
21,
32,
17,
39,
12,
3,
9,
11,
14,
18,
80,
5,
11,
17,
20,
8,
13,
16,
8,
7,
29,
12,
14,
8,
18,
19,
9,
10,
21,
66,
24,
14,
17,
13,
17,
16,
9,
9,
12,
11,
24,
12,
7,
14,
23,
13,
9,
7,
6,
6,
10,
9,
8,
7,
6,
43,
17,
16,
42,
30,
7,
27,
19,
17,
7,
12,
13,
9,
23,
6,
9,
54,
10,
10,
13,
8,
9,
14,
12,
13,
22,
5,
7,
10,
12,
14,
12,
18,
15,
15,
13,
17,
25,
12,
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: 33.33%",
"予測される変化率: [カラム_0] 予測される変化率: -18.18%",
"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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 33.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -18.18%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.15 times the mean)",
"Trend: [column_0] Trend change: from stable 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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
16,
22,
36,
26,
18,
26,
23,
13,
16,
13,
10,
21,
6,
12,
13,
17,
11,
22,
21,
12,
13,
13,
12,
12,
11,
20,
13,
10,
6,
12,
9,
13,
20,
9,
15,
13,
11,
9,
9,
15,
16,
6,
5,
20,
14,
23,
15,
11,
7,
8,
9,
4,
9,
16,
13,
20,
12,
9,
16,
20,
20,
15,
10,
10,
16,
14,
25,
14,
17,
11,
10,
8,
14,
7,
19,
11,
11,
15,
12,
14,
18,
18,
10,
30,
22,
9,
15,
17,
14,
9,
35,
11,
10,
15,
8,
81,
28,
22,
24,
77,
29,
25,
12,
19,
12,
12,
10,
6,
111,
44,
11,
10,
12,
10,
127,
55,
14,
101,
17,
25,
8,
13,
11,
14,
9,
6,
7,
8,
10,
11,
11,
13,
5,
9,
10,
15,
14,
18,
10,
6,
35,
46,
18,
9,
20,
10,
14,
7,
18,
6,
11,
17,
13,
14,
5,
397,
7573,
1454,
336,
210,
145,
75,
68,
77,
74,
114,
180,
1032,
279,
137,
126,
216,
104,
125,
77,
114,
55,
143,
2561,
528,
210,
161,
140,
105,
106,
124,
104,
165,
164,
402,
259,
175,
135,
83,
113,
165,
559,
257,
436,
383,
710,
1014,
1027,
1432,
2227,
39993,
19243,
9945,
6233,
3542,
2737,
2225,
9806,
4719,
2824,
1855,
1605,
1206,
1111,
961,
824,
746,
449,
416,
388,
457,
301,
412,
415,
234,
220,
170,
209,
350,
253,
224,
200,
154,
162,
100,
101,
139,
137,
178,
109,
111,
80,
84,
128,
118,
100,
72,
75,
80,
81,
83,
88,
84,
66,
58,
64,
41,
88,
84,
94,
44,
65,
56,
55,
68,
99,
59,
62,
59,
39,
49,
63,
60,
53,
68,
43,
115,
3319,
997,
597,
340,
295,
239,
195,
182,
162,
159,
92,
96,
73,
110,
74,
81,
90,
53,
56,
58,
84,
116,
115,
114,
90,
102,
130,
100,
225,
137,
107,
60,
57,
55,
54,
52,
82,
67,
43,
56,
51,
44,
60,
48,
54,
37,
45,
41,
25,
40,
47,
49,
36,
34,
238,
57,
45,
56,
59,
30,
31,
44,
37,
22,
43,
42,
22,
27,
17,
32,
36,
43,
29,
33,
40,
37,
26,
39,
44,
48,
32,
29,
29,
43,
44,
37,
52,
44,
36,
44,
28,
41,
50,
40,
20,
33,
29,
33,
35,
41,
55,
47,
28,
32,
31,
29,
24,
36,
37,
16,
15,
25,
15,
27,
33,
18,
13,
22,
32,
27,
18,
28,
22,
17,
19,
40,
26,
29,
29,
31,
28,
20,
20,
28,
21,
46,
36,
44,
38,
34,
28,
36,
36,
27,
28,
31,
13,
27,
108,
33,
33,
33,
24,
30,
27,
30,
33,
19,
13,
22,
15,
24,
59,
41,
38,
27,
17,
25,
24,
38,
41,
16,
11,
21,
23,
19,
24,
24,
28,
21,
15,
15,
21,
22,
26,
21,
17,
12,
32,
17,
23,
31,
32,
18,
22,
28,
19,
25,
21,
22,
24,
19,
28,
11,
23,
23,
15,
21,
17,
36,
14,
25,
28,
16,
32,
19,
19,
23,
18,
32,
20,
18,
15,
24,
23,
25,
31,
17,
21,
40
] |
[
30,
15,
17,
34,
21,
17,
24,
23,
34,
29,
24,
29,
15,
21,
21,
28,
21,
19,
31,
20,
26,
20,
22,
27,
30,
22,
26,
74,
35,
32,
23,
29,
25,
31,
31,
51,
30,
15,
159,
136,
55,
66,
56,
28,
53,
48,
222,
59,
39,
42,
37,
89,
47,
22,
30,
32,
27,
24,
28,
30,
11,
26,
29,
25,
67,
40,
32,
25,
28,
26,
46,
61,
52,
79,
49,
59,
76,
85,
69,
52,
40,
34,
47,
53,
63,
51,
50,
41,
36,
48,
39,
39,
34,
49,
31,
42
] |
[
"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: 150.00%",
"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7.12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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 150.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 40.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.12 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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] 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 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 |
[
442,
444,
462,
472,
485,
429,
428,
421,
533,
473,
424,
511,
414,
438,
480,
420,
340,
406,
411,
467,
491,
493,
309,
331,
323,
364,
380,
581,
417,
355,
435,
297,
311,
371,
329,
439,
502,
475,
489,
373,
399,
890,
986,
666,
516,
452,
533,
647,
712,
492,
465,
507,
654,
674,
695,
672,
958,
1048,
1133,
1034,
1141,
1119,
976,
850,
1029,
1097,
1083,
1170,
982,
889,
755,
727,
630,
596,
659,
539,
552,
438,
510,
455,
497,
481,
481,
472,
413,
389,
363,
435,
442,
613,
599,
405,
900,
893,
893,
718,
572,
458,
453,
480,
638,
638,
522,
570,
468,
419,
449,
554,
681,
574,
467,
441,
425,
399,
419,
611,
526,
486,
453,
517,
466,
629,
626,
621,
1064,
1483,
1369,
1008,
705,
808,
844,
776,
715,
861,
1631,
1196,
993,
903,
902,
794,
731,
870,
845,
6108,
4338,
2589,
1361,
1415,
904,
1006,
1010,
987,
930,
700,
566,
663,
856,
654,
837,
1782,
1218,
1204,
958,
795,
713,
675,
850,
773,
911,
527,
637,
806,
813,
779,
850,
687,
680,
837,
888,
1045,
1029,
938,
812,
564,
805,
802,
957,
808,
678,
762,
615,
889,
873,
888,
813,
618,
581,
472,
581,
674,
597,
532,
575,
556,
454,
543,
605,
637,
481,
469,
501,
480,
503,
637,
564,
511,
737,
2610,
1228,
914,
898,
989,
782,
737,
920,
877,
967,
970,
1052,
809,
668,
767,
679,
1031,
889,
885,
640,
572,
572,
572,
579,
1046,
718,
636,
550,
484,
420,
481,
610,
599,
537,
487,
408,
423,
422,
492,
585,
436,
539,
423,
540,
654,
618,
640,
492,
497,
398,
371,
455,
431,
459,
411,
510,
464,
384,
380,
459,
619,
740,
616,
523,
477,
516,
552,
654,
529,
472,
482,
410,
506,
631,
501,
550,
731,
634,
435,
423,
485,
463,
389,
383,
378,
437,
718,
494,
539,
376,
478,
558,
404,
358,
367,
520,
464,
390,
321,
444,
388,
400,
493,
450,
487,
369,
343,
511,
740,
537,
463,
435,
465,
429,
422,
445,
390,
372,
392,
428,
378,
332,
406,
1292,
1374,
550,
582,
496,
528,
474,
651,
523,
611,
498,
649,
491,
428,
357,
357,
410,
556,
449,
544,
505,
507,
406,
393,
487,
493,
541,
544,
495,
456,
561,
465,
468,
538,
551,
554,
477,
360,
322,
478,
469,
453,
537,
430,
609,
427,
460,
469,
433,
472,
383,
380,
358,
446,
404,
523,
984,
1123,
569,
563,
491,
569,
447,
357,
414,
580,
439,
388,
415,
425,
450,
407,
351,
397,
379,
381,
408,
442,
384,
396,
358,
395,
422,
464,
497,
500,
403,
398,
399,
347,
25193,
12337,
10352,
4353,
2779,
1626,
1705,
2151,
2120,
1706,
2144,
1873,
1278,
1490,
2044,
1289,
1220,
1612,
889,
793,
824,
733,
595,
845,
888,
758,
570,
871,
790,
684,
514,
457,
587,
563,
590,
619,
682,
617,
794,
651,
589,
569,
656,
517,
548,
465,
414,
392,
471,
445,
647,
388,
476,
447,
504,
583,
478,
464,
465,
323,
398,
349,
505,
396,
460,
389,
376,
296,
334,
280,
434,
412,
405,
308,
398,
502,
448,
422,
473,
515,
392,
410
] |
[
427,
403,
2123,
1776,
1138,
1378,
1073,
628,
516,
502,
496,
430,
510,
348,
365,
435,
349,
543,
391,
344,
372,
388,
315,
401,
386,
377,
426,
498,
398,
362,
370,
463,
366,
709,
866,
570,
629,
434,
452,
628,
564,
490,
371,
485,
503,
529,
466,
492,
687,
572,
570,
561,
995,
830,
490,
676,
467,
534,
589,
429,
403,
458,
632,
557,
465,
678,
668,
826,
805,
1124,
737,
838,
749,
828,
629,
509,
507,
520,
516,
583,
616,
862,
629,
547,
586,
499,
444,
422,
457,
604,
480,
379,
394,
476,
373,
390
] |
[
"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: -7.24%",
"予測される変化率: [カラム_0] 予測される変化率: -8.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.73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: 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: -7.24%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.73 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 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 shows a clear upward 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 |
[
132,
152,
113,
140,
112,
155,
130,
129,
139,
128,
99,
84,
112,
104,
89,
102,
66,
56,
82,
80,
68,
138,
80,
103,
100,
87,
144,
80,
88,
76,
87,
50,
74,
78,
105,
72,
70,
77,
60,
86,
52,
79,
86,
67,
66,
46,
81,
92,
82,
84,
74,
74,
56,
54,
72,
118,
72,
74,
104,
47,
56,
55,
81,
92,
107,
186,
145,
245,
217,
207,
194,
121,
93,
121,
101,
74,
72,
97,
74,
90,
84,
83,
86,
65,
63,
67,
71,
52,
60,
50,
66,
66,
91,
93,
65,
76,
90,
93,
89,
168,
203,
269,
319,
341,
403,
656,
246,
161,
123,
137,
174,
122,
106,
125,
73,
74,
60,
82,
87,
104,
79,
94,
58,
76,
90,
72,
98,
71,
77,
74,
100,
79,
93,
124,
129,
145,
100,
148,
160,
170,
178,
115,
91,
85,
99,
65,
107,
92,
85,
81,
73,
60,
83,
68,
105,
72,
67,
75,
76,
101,
98,
103,
119,
142,
796,
416,
256,
162,
126,
114,
124,
94,
95,
93,
101,
108,
59,
50,
49,
77,
100,
88,
90,
69,
70,
83,
71,
91,
99,
101,
109,
86,
80,
90,
109,
117,
87,
46,
64,
74,
66,
87,
89,
92,
119,
99,
73,
100,
107,
66,
77,
84,
101,
66,
69,
84,
78,
77,
112,
68,
85,
64,
87,
81,
96,
118,
80,
72,
87,
98,
130,
96,
132,
86,
75,
68,
82,
121,
118,
109,
115,
73,
81,
106,
91,
175,
88,
102,
66,
108,
99,
120,
100,
116,
102,
71,
83,
138,
111,
145,
128,
119,
81,
99,
125,
112,
155,
215,
277,
192,
159,
218,
301,
282,
226,
189,
145,
112,
153,
137,
173,
138,
131,
109,
101,
114,
128,
156,
175,
166,
133,
129,
152,
136,
129,
146,
131,
106,
95,
130,
190,
190,
178,
170,
137,
113,
167,
200,
194,
173,
185,
117,
154,
261,
257,
277,
418,
378,
205,
161,
284,
597,
586,
418,
413,
265,
297,
428,
355,
412,
442,
368,
349,
326,
708,
718,
867,
805,
776,
630,
740,
1267,
1606,
2052,
2787,
4713,
2749,
3268,
4233,
2417,
2109,
2321,
2787,
1645,
1570,
1803,
2226,
2374,
1811,
1118,
1402,
2260,
3913,
2513,
1257,
1641,
1705,
1511,
1902,
2058,
1282,
1911,
2940,
3310,
1581,
2689,
3500,
1378,
755,
501,
292,
245,
241,
213,
258,
182,
160,
166,
126,
116,
184,
121,
124,
106,
161,
94,
93,
102,
119,
91,
106,
100,
100,
86,
90,
113,
71,
68,
81,
88,
66,
78,
63,
119,
75,
88,
71,
69,
79,
81,
150,
68,
87,
98,
97,
85,
99,
129,
124,
119,
72,
84,
83,
110,
103,
92,
53,
56,
70,
38,
73,
49,
48,
44,
74,
58,
72,
52,
82,
123,
91,
63,
70,
49,
61,
57,
44,
65,
52,
51,
68,
67,
75,
66,
141,
171,
93,
172,
101,
333,
271,
68,
53,
63,
88,
52,
55,
49,
48,
60,
43,
61,
86,
61,
40,
121,
33,
70,
54,
59,
47,
42,
49,
46,
47,
59,
68,
50,
75,
80,
96,
70,
55,
86,
79,
74,
52,
70,
49,
41,
52,
58
] |
[
60,
141,
47,
145,
58,
74,
48,
56,
70,
50,
67,
70,
45,
80,
53,
58,
52,
63,
92,
68,
59,
51,
32,
45,
59,
53,
67,
58,
58,
82,
61,
54,
78,
49,
65,
66,
69,
71,
67,
65,
80,
71,
72,
59,
46,
51,
57,
114,
98,
50,
55,
70,
59,
71,
65,
50,
58,
99,
88,
88,
74,
65,
78,
122,
52,
76,
68,
65,
70,
59,
60,
71,
61,
72,
48,
61,
115,
50,
92,
57,
75,
71,
65,
101,
78,
59,
42,
45,
74,
65,
60,
57,
63,
89,
57,
57
] |
[
"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: -56.06%",
"予測される変化率: [カラム_0] 予測される変化率: -5.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.26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: 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: 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: -56.06%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.26 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"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 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] 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 |
[
409,
292,
241,
301,
346,
300,
269,
286,
292,
250,
265,
301,
310,
385,
301,
231,
216,
252,
305,
347,
268,
254,
215,
184,
270,
315,
312,
267,
230,
241,
225,
235,
273,
238,
273,
220,
246,
230,
268,
318,
271,
261,
272,
301,
378,
284,
370,
342,
331,
304,
376,
313,
268,
397,
440,
488,
393,
422,
341,
342,
449,
448,
409,
404,
430,
482,
458,
667,
599,
556,
484,
556,
513,
545,
826,
612,
945,
1175,
901,
748,
802,
1231,
971,
990,
1170,
1090,
1066,
1313,
2318,
2092,
1645,
1636,
1536,
1467,
2361,
3003,
2276,
2072,
2203,
2047,
2150,
2670,
4036,
2676,
2427,
2007,
1890,
1854,
2350,
3100,
2399,
2144,
2150,
1904,
1756,
2162,
3120,
2084,
1792,
1643,
1552,
1444,
1748,
2399,
1906,
1451,
1510,
1226,
1129,
1425,
1713,
1259,
1087,
1291,
1101,
949,
1091,
1411,
954,
936,
976,
874,
872,
1171,
1256,
940,
859,
872,
835,
835,
1036,
1179,
879,
872,
725,
773,
714,
1054,
1294,
924,
886,
814,
788,
810,
922,
1169,
829,
800,
662,
775,
663,
868,
979,
737,
746,
704,
725,
861,
797,
710,
517,
581,
503,
375,
508,
491,
545,
518,
415,
475,
410,
367,
474,
473,
427,
403,
344,
379,
323,
329,
411,
365,
356,
331,
372,
300,
330,
349,
352,
290,
284,
318,
282,
268,
305,
315,
288,
302,
261,
260,
223,
301,
295,
310,
255,
423,
249,
396,
360,
296,
327,
335,
272,
295,
298,
392,
319,
297,
290,
289,
229,
262,
301,
293,
283,
268,
274,
230,
258,
306,
263,
261,
317,
287,
260,
259,
338,
301,
248,
262,
212,
216,
253,
302,
272,
292,
262,
261,
292,
265,
294,
324,
288,
283,
275,
224,
218,
305,
294,
283,
305,
266,
278,
271,
276,
268,
276,
304,
293,
283,
247,
338,
294,
289,
286,
280,
291,
329,
387,
300,
322,
244,
320,
298,
281,
351,
311,
312,
317,
326,
263,
320,
388,
398,
423,
418,
417,
419,
444,
479,
566,
439,
442,
435,
411,
382,
586,
474,
432,
414,
504,
496,
390,
543,
417,
366,
377,
370,
316,
346,
466,
395,
374,
419,
345,
316,
365,
458,
376,
346,
377,
381,
326,
346,
502,
458,
394,
379,
360,
278,
335,
445,
444,
394,
391,
339,
307,
312,
449,
356,
423,
379,
322,
343,
301,
379,
359,
325,
322,
283,
273,
264,
328,
315,
258,
266,
250,
259,
294,
331,
266,
267,
249,
259,
282,
308,
319,
249,
283,
283,
251,
271,
378,
439,
356,
314,
340,
374,
306,
321,
451,
397,
355,
316,
374,
302,
304,
425,
343,
370,
344,
279,
325,
322,
434,
390,
388,
367,
388,
336,
336,
577,
464,
515,
478,
467,
472,
561,
687,
550,
581,
725,
631,
656,
792,
1164,
847,
828,
893,
1136,
948,
1003,
1601,
1256,
1217,
1384,
1372,
1346,
1480,
2460,
2487,
1826,
1780,
1620,
1521,
1936,
2888,
1942,
1875,
1840,
1894,
1882,
2460,
3477,
2369,
2391,
2113,
2010,
1863,
2335,
3259,
2001,
2723,
1973,
1730,
1626,
1943,
2641,
1773,
2244,
1892,
1394,
1287,
1667,
2089,
1254,
1373,
991,
1020,
1054,
1370,
1672,
1119,
1039,
1018,
960,
898,
1085,
1411,
923,
921,
961
] |
[
844,
831,
1056,
1277,
876,
846,
976,
863,
739,
1092,
1132,
870,
878,
833,
904,
761,
1212,
1155,
785,
788,
736,
734,
713,
963,
1154,
788,
716,
683,
713,
771,
765,
901,
749,
580,
543,
567,
532,
454,
496,
490,
503,
499,
442,
432,
451,
437,
408,
407,
321,
369,
582,
349,
417,
411,
381,
344,
359,
253,
291,
328,
421,
379,
360,
297,
244,
290,
357,
283,
290,
281,
369,
250,
270,
308,
328,
350,
307,
299,
248,
260,
361,
255,
308,
281,
308,
277,
263,
267,
282,
278,
330,
314,
240,
228,
314,
248
] |
[
"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: 134.96%",
"予測される変化率: [カラム_0] 予測される変化率: -70.62%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.89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: 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: 134.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -70.62%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.89 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 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 42 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 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 42.",
"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 |
[
449,
612,
476,
359,
385,
465,
596,
499,
488,
793,
469,
480,
564,
549,
512,
792,
1323,
1969,
1176,
823,
637,
557,
455,
23589,
13149,
3200,
2902,
2235,
1523,
1182,
884,
764,
792,
806,
855,
1019,
1005,
886,
1087,
781,
672,
766,
724,
690,
597,
846,
810,
1050,
823,
824,
785,
676,
741,
657,
486,
661,
2200,
1623,
1408,
1224,
1097,
976,
802,
707,
607,
594,
445,
574,
528,
637,
443,
574,
768,
611,
670,
705,
634,
569,
456,
509,
439,
540,
725,
498,
616,
599,
508,
498,
1794,
1823,
578,
615,
1316,
2510,
3250,
1321,
1285,
1392,
1324,
962,
1430,
918,
718,
750,
765,
601,
551,
657,
520,
568,
718,
773,
546,
571,
539,
577,
501,
539,
472,
426,
622,
648,
437,
759,
786,
994,
733,
657,
509,
477,
524,
602,
598,
475,
445,
548,
593,
505,
514,
543,
562,
632,
578,
427,
386,
451,
481,
583,
414,
459,
668,
525,
515,
541,
2190,
21414,
16746,
10186,
3858,
5228,
5523,
2490,
2223,
1603,
1297,
2849,
6161,
1951,
1465,
1191,
1006,
1004,
860,
746,
742,
730,
572,
471,
569,
558,
652,
795,
796,
707,
502,
645,
501,
621,
775,
792,
681,
717,
677,
538,
616,
572,
596,
504,
742,
566,
521,
578,
557,
507,
484,
505,
499,
529,
522,
698,
596,
775,
537,
453,
510,
598,
587,
720,
988,
861,
439,
433,
464,
521,
471,
669,
1045,
720,
529,
513,
512,
2319,
4899,
1822,
1378,
1221,
1167,
1136,
922,
904,
977,
645,
639,
599,
731,
705,
727,
636,
544,
562,
619,
650,
622,
675,
577,
477,
607,
774,
770,
642,
637,
699,
540,
674,
862,
1301,
929,
746,
838,
574,
562,
667,
2368,
1160,
1038,
698,
480,
541,
670,
597,
569,
585,
596,
511,
442,
602,
492,
577,
533,
606,
564,
485,
704,
683,
746,
717,
718,
557,
549,
594,
612,
557,
738,
533,
444,
470,
546,
511,
431,
469,
543,
457,
441,
572,
621,
512,
445,
498,
421,
439,
592,
577,
473,
552,
617,
803,
591,
5122,
2032,
1222,
977,
683,
716,
728,
672,
655,
1050,
754,
553,
543,
574,
584,
1286,
611,
999,
808,
589,
9768,
16655,
7574,
3963,
3113,
2153,
1654,
1880,
1973,
1991,
1487,
1238,
899,
825,
1100,
1150,
824,
748,
616,
4684,
1389,
711,
647,
611,
667,
1001,
1089,
731,
716,
722,
5092,
1245,
661,
1209,
1561,
1734,
4435,
7684,
2479,
1224,
2047,
2764,
1564,
1282,
1028,
792,
690,
680,
607,
750,
831,
683,
567,
549,
637,
651,
1050,
705,
511,
511,
491,
696,
441,
469,
426,
443,
446,
387,
641,
615,
527,
456,
437,
1081,
736,
559,
499,
601,
462,
488,
554,
485,
483,
470,
405,
451,
390,
567,
512,
402,
403,
468,
506,
482,
538,
619,
693,
403,
614,
776,
773,
571,
747,
685,
778,
756,
751,
484,
546,
536,
466,
565,
650,
433,
432,
421,
424,
347,
391,
335,
408,
404,
502,
445,
354,
367,
538,
457,
520,
467,
384,
376,
331,
337,
390,
328,
375,
380,
430,
355,
375,
602,
486,
471,
486,
405,
362,
437,
422,
457,
326,
469,
347,
402,
382,
460,
457,
483,
474,
389,
341,
394,
405,
412,
396
] |
[
342,
353,
397,
495,
576,
523,
552,
957,
543,
430,
464,
947,
642,
610,
505,
535,
429,
425,
456,
458,
473,
625,
253795,
34885,
10544,
10611,
7457,
3928,
3181,
2934,
3060,
2880,
2349,
2979,
2820,
2434,
1442,
1209,
1456,
1336,
1329,
1337,
1499,
1669,
1889,
2004,
1821,
1589,
1838,
1375,
1259,
958,
996,
1111,
710,
570,
643,
528,
499,
502,
519,
489,
548,
423,
529,
529,
767,
792,
706,
699,
521,
501,
4877,
1321,
777,
706,
1426,
847,
536,
417,
591,
544,
428,
640,
610,
490,
442,
512,
574,
602,
606,
579,
531,
460,
491,
484
] |
[
"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: -11.80%",
"予測される変化率: [カラム_0] 予測される変化率: 41.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.68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: 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: -11.80%",
"Forecasted change rate: [column_0] Forecasted change rate: 41.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.68 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 44",
"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 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 shows a clear downward 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 |
[
2154,
2079,
3376,
7552,
9740,
6987,
5462,
4751,
4630,
5559,
5460,
4891,
3715,
2932,
2700,
2540,
2650,
2752,
2969,
2478,
2207,
1932,
1737,
1498,
1591,
1691,
1498,
1298,
1268,
1179,
1158,
1071,
1340,
1215,
1278,
1253,
1157,
1175,
1561,
1541,
1261,
1226,
1162,
1075,
1148,
1261,
1407,
1901,
1532,
1417,
1002,
1119,
1269,
1407,
1186,
1118,
1303,
1365,
1180,
1260,
1205,
1031,
878,
824,
872,
882,
1006,
1074,
859,
837,
720,
735,
859,
1028,
996,
739,
679,
684,
726,
737,
723,
939,
649,
682,
716,
647,
555,
700,
813,
979,
1046,
847,
785,
906,
895,
989,
853,
661,
729,
641,
912,
926,
883,
696,
682,
703,
751,
709,
841,
887,
657,
664,
756,
702,
720,
696,
755,
725,
654,
696,
629,
632,
748,
838,
736,
584,
589,
615,
594,
742,
775,
706,
666,
573,
586,
594,
756,
687,
629,
664,
663,
614,
650,
810,
896,
677,
667,
582,
551,
581,
596,
711,
599,
519,
517,
496,
578,
619,
782,
607,
567,
665,
632,
525,
783,
724,
725,
637,
621,
540,
549,
714,
774,
651,
617,
693,
522,
647,
730,
829,
739,
694,
647,
553,
790,
822,
5888,
2751,
1862,
1940,
1583,
1430,
1776,
1623,
1077,
970,
1032,
1031,
886,
956,
1142,
844,
803,
941,
982,
857,
1017,
903,
820,
827,
769,
856,
726,
731,
759,
727,
719,
712,
747,
684,
696,
557,
615,
669,
863,
900,
850,
1001,
1033,
923,
800,
768,
707,
682,
755,
841,
676,
740,
752,
739,
700,
874,
884,
945,
694,
726,
671,
662,
814,
899,
635,
587,
597,
623,
558,
690,
721,
558,
586,
469,
507,
505,
689,
788,
547,
543,
587,
541,
513,
622,
583,
530,
437,
499,
475,
554,
690,
675,
773,
726,
549,
564,
539,
679,
713,
555,
494,
599,
532,
643,
719,
675,
555,
558,
500,
480,
515,
714,
824,
570,
585,
620,
526,
449,
691,
721,
677,
553,
531,
708,
705,
788,
917,
690,
861,
685,
658,
778,
775,
845,
700,
650,
589,
587,
644,
726,
735,
646,
614,
604,
567,
631,
687,
765,
590,
630,
848,
688,
642,
695,
1366,
775,
762,
675,
912,
930,
3306,
1534,
1208,
1042,
884,
730,
736,
853,
972,
709,
653,
739,
773,
678,
812,
832,
762,
885,
815,
786,
854,
893,
1087,
1221,
1382,
1487,
1445,
1844,
1706,
1735,
1193,
1156,
1132,
1076,
1098,
1283,
1300,
1159,
1212,
1236,
1252,
1234,
1210,
1342,
1204,
1085,
1109,
1180,
1173,
1121,
1323,
1127,
1167,
1162,
1188,
1402,
1310,
1534,
1282,
1208,
1284,
1156,
1175,
1317,
1521,
1146,
1134,
1208,
1065,
965,
1051,
1314,
1081,
1152,
1182,
1349,
1466,
1995,
2400,
1958,
1793,
1765,
1604,
1564,
1875,
2181,
1803,
1962,
2279,
2118,
2166,
2345,
2568,
2238,
2180,
2331,
2445,
2632,
3001,
3217,
2357,
2258,
2262,
2002,
2210,
2550,
2907,
2419,
3367,
3250,
2129,
1983,
2467,
3650,
2486,
2044,
1937,
1844,
1713,
2094,
2337,
2368,
1687,
1519,
1385,
1413,
1752,
1933,
1449,
1419,
1323,
1304,
1245,
1384,
1503,
1166,
1162,
1030,
1110,
1104,
1136,
1201,
1093,
895,
870,
844,
924,
1037,
1030,
878,
772,
814,
812,
804,
990,
1109,
909,
877,
816,
771,
770,
875,
1022,
778,
760,
713
] |
[
620,
668,
813,
1031,
872,
798,
729,
739,
654,
731,
956,
738,
718,
969,
922,
883,
1073,
1221,
968,
1088,
1039,
960,
1003,
1263,
1268,
1027,
1109,
1080,
1006,
1101,
1187,
1220,
1184,
1160,
1098,
1068,
999,
1038,
1278,
1297,
1009,
999,
999,
921,
1084,
1243,
990,
964,
862,
951,
960,
1091,
1168,
919,
913,
952,
867,
841,
914,
955,
913,
950,
842,
922,
766,
1014,
942,
1078,
1195,
1157,
1098,
1075,
1116,
1267,
1008,
934,
954,
929,
875,
1068,
1059,
856,
825,
862,
806,
874,
1019,
1182,
1194,
1000,
958,
976,
936,
1167,
1248,
1096
] |
[
"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: -66.90%",
"予測される変化率: [カラム_0] 予測される変化率: 76.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.75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: 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: -66.90%",
"Forecasted change rate: [column_0] Forecasted change rate: 76.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.75 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 50",
"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 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 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
772,
966,
777,
672,
699,
982,
1019,
975,
879,
850,
799,
836,
978,
936,
1013,
1191,
958,
780,
868,
1011,
955,
823,
1055,
958,
968,
1078,
1005,
1058,
1004,
1005,
917,
795,
924,
862,
991,
990,
1128,
919,
748,
883,
882,
1141,
1034,
981,
982,
835,
934,
1153,
1306,
1377,
1057,
934,
1144,
1115,
1374,
1274,
1426,
1282,
1011,
997,
953,
1137,
1201,
1232,
1170,
1285,
1631,
1394,
1466,
1865,
4671,
7299,
45221,
19362,
7308,
6070,
3738,
3228,
2486,
2380,
1578,
1544,
1849,
1550,
1618,
1485,
1468,
1186,
1098,
1281,
1196,
1270,
1285,
1165,
844,
978,
1180,
1209,
1436,
1733,
1234,
932,
1058,
1219,
1179,
1086,
1142,
952,
804,
764,
1118,
1108,
1054,
1018,
914,
722,
775,
959,
963,
895,
1024,
870,
802,
907,
1157,
1059,
3338,
1540,
1170,
854,
877,
1117,
1157,
1007,
1590,
1106,
2200,
1798,
2020,
1863,
1631,
1513,
1373,
859,
1214,
1448,
1462,
963,
744,
750,
781,
824,
1067,
1185,
1247,
1111,
1033,
803,
986,
1412,
1217,
1112,
1077,
965,
707,
740,
1098,
1237,
1465,
1123,
936,
694,
763,
843,
855,
771,
565,
454,
535,
671,
903,
652,
632,
650,
592,
716,
750,
872,
939,
886,
861,
1464,
800,
837,
945,
880,
845,
917,
858,
752,
922,
866,
846,
876,
942,
823,
640,
1026,
1090,
970,
991,
984,
938,
765,
816,
1432,
1030,
1041,
1019,
954,
755,
798,
851,
1039,
1108,
1173,
1002,
771,
766,
1019,
941,
898,
1021,
962,
793,
838,
1215,
1071,
1058,
981,
991,
864,
899,
1068,
1195,
1084,
1115,
1254,
771,
877,
1079,
1127,
1044,
992,
920,
675,
797,
984,
928,
898,
831,
850,
868,
899,
1033,
1485,
1569,
1269,
1030,
797,
964,
1242,
1584,
1319,
1181,
964,
797,
843,
1443,
1077,
1011,
1002,
886,
745,
913,
1430,
1453,
1466,
1165,
1068,
1158,
1312,
1399,
1289,
1374,
1152,
1015,
727,
838,
1178,
1506,
1682,
1093,
955,
849,
1284,
1584,
1410,
1254,
1279,
1025,
882,
927,
1235,
1449,
1526,
1352,
1422,
1176,
1200,
2050,
1499,
1534,
1912,
1638,
1021,
1246,
1609,
1486,
1336,
1408,
1115,
730,
818,
972,
1167,
1178,
1180,
993,
789,
804,
1074,
1015,
1006,
962,
841,
716,
949,
1435,
1659,
1220,
1849,
1308,
780,
849,
1156,
1332,
1026,
1071,
787,
681,
704,
838,
930,
906,
941,
852,
798,
841,
896,
949,
914,
1026,
922,
692,
1432,
992,
912,
1318,
1109,
1207,
1036,
1059,
1080,
1077,
946,
1049,
986,
976,
869,
1026,
1041,
1046,
982,
978,
713,
848,
1065,
993,
1090,
992,
962,
779,
877,
1090,
882,
862,
861,
867,
675,
736,
859,
900,
880,
892,
924,
722,
740,
37815,
909,
968,
996,
995,
914,
982,
1505,
1146,
1248,
1317,
1181,
1403,
4436,
2570,
3147,
4905,
4829,
10038,
13477,
42384,
29516,
10571,
6634,
5674,
4791,
2830,
2761,
3304,
2798,
2522,
2400,
2291,
1531,
1355,
1720,
1548,
1563,
1580,
1378,
1135,
1063,
1292,
1310,
1320,
1301,
1134,
900,
1559,
1180,
1410,
1124,
1101,
975,
823,
898,
1165,
1207,
1184,
940,
927,
5834,
1470,
1013,
1081,
1092,
872,
882,
713,
787,
958,
1032,
1022,
866,
966,
715,
842,
1001,
951,
926,
1004,
1011,
782,
1001,
1006,
1079,
1129,
989,
1102,
908,
823,
1053,
1107,
1262
] |
[
1116,
798,
734,
806,
1161,
1373,
1259,
1176,
1037,
739,
834,
1138,
1070,
1051,
1040,
977,
698,
832,
885,
1049,
1072,
857,
909,
740,
718,
980,
920,
861,
936,
876,
603,
591,
1444,
919,
821,
831,
939,
658,
610,
902,
997,
971,
1075,
1350,
1249,
1212,
1453,
1358,
1531,
1507,
1093,
945,
939,
1144,
1189,
1098,
1106,
1227,
952,
1279,
1149,
1237,
1092,
1414,
1032,
972,
1173,
1414,
1489,
1326,
1195,
1128,
814,
1033,
1244,
1221,
1153,
1179,
1078,
796,
1024,
1059,
959,
1059,
1057,
963,
1014,
981,
1287,
1175,
1152,
1220,
1146,
876,
899,
1052
] |
[
"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: 63.47%",
"予測される変化率: [カラム_0] 予測される変化率: -5.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.19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: 63.47%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.19 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 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] 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 |
[
2,
1,
6,
6,
2,
3,
8,
1,
16,
14,
14,
2,
11,
9,
2,
2,
2,
8,
17,
6,
4,
5,
11,
4,
7,
9,
9,
28,
6,
4,
5,
4,
6,
13,
2,
9,
4,
7,
18,
16,
8,
7,
5,
2,
2,
3,
6,
33,
8,
3,
2,
6,
5,
3,
2,
5,
1,
3,
8,
3,
1,
6,
1,
3,
0,
2,
7,
2,
5,
3,
3,
6,
3,
5,
4,
6,
10,
9,
8,
4,
4,
4,
3,
4,
4,
3,
2,
4,
3,
1,
5,
1,
4,
4,
4,
2,
2,
4,
2,
5,
3,
7,
2,
3,
4,
2,
4,
6,
2,
4,
12,
6,
8,
4,
0,
7,
12,
5,
2,
3,
3,
3,
4,
1,
4,
4,
3,
4,
3,
3,
8,
3,
3,
6,
0,
5,
0,
6,
4,
1,
4,
6,
3,
2,
3,
3,
3,
4,
3,
2,
2,
5,
4,
4,
4,
3,
5,
5,
9,
4,
2,
5,
7,
4,
6,
11,
4,
6,
3,
6,
3,
5,
6,
5,
4,
2,
4,
6,
6,
3,
8,
1,
4,
4,
0,
4,
4,
5,
6,
1,
7,
9,
5,
10,
7,
1,
4,
7,
6,
2,
7,
4,
2,
3,
3,
11,
5,
7,
15,
4,
2,
6,
7,
6,
5,
9,
2,
7,
5,
8,
3,
5,
4,
2,
5,
4,
5,
3,
5,
2,
6,
3,
4,
7,
2,
5,
1,
7,
1,
2,
4,
4,
6,
5,
15,
4,
2,
3,
10,
9,
3,
2,
0,
3,
3,
8,
54,
3,
38,
1,
7,
8,
4,
7,
1,
4,
4,
4,
7,
13,
3,
6,
2,
4,
6,
10,
7,
8,
8,
5,
7,
5,
7,
8,
6,
6,
5,
10,
8,
8,
5,
6,
6,
3,
7,
9,
9,
4,
4,
7,
3,
5,
2,
9,
4,
6,
5,
3,
2,
3,
13,
6,
4,
4,
3,
2,
9,
6,
1,
3,
5,
1,
4,
4,
7,
8,
4,
3,
3,
1,
2,
15,
24,
14,
36,
10,
12,
14,
17,
11,
6,
6,
1,
17,
8,
29,
4,
9,
6,
3,
11,
22,
22,
14,
9,
0,
14,
24,
17,
21,
14,
7,
5,
3,
1,
3,
21,
69,
3,
16,
6,
3,
11,
19,
6,
6,
5,
2,
6,
5,
17,
5,
5,
8,
2,
5,
7,
20,
4,
9,
30,
12,
15,
29,
41,
8,
4,
62,
25,
30,
18,
16,
8,
5,
67,
3,
12,
11,
34,
6,
8,
38,
19,
10,
16,
6,
7,
13,
28,
9,
4,
3,
3,
5,
10,
7,
3,
16,
6,
5,
8,
4,
3,
7,
17,
5,
4,
6,
2,
0,
5,
8,
7,
4,
5,
2,
9,
1,
10,
5,
7,
10,
2,
8,
2,
15,
4,
10,
6,
8,
3,
2,
8,
8,
8,
7,
1,
4,
4,
233,
122,
5,
8,
22,
15,
3,
3,
5,
19,
9,
3,
5,
4,
3,
5,
3,
8,
3,
3,
6,
4,
2,
6,
5,
9,
14,
0,
1,
0,
7,
4,
6,
7,
1,
3,
4,
0,
8,
1,
3,
1,
2
] |
[
2,
2,
9,
2,
3,
3,
2,
4,
4,
5,
5,
17,
4,
3,
3,
17,
6,
4,
2,
1,
5,
4,
9,
10,
8,
12,
7,
6,
8,
9,
9,
5,
3,
3,
5,
4,
6,
4,
2,
4,
5,
2,
3,
6,
3,
3,
4,
5,
3,
4,
6,
11,
4,
18,
15,
3,
11,
15,
17,
20,
11,
19,
7,
13,
13,
14,
4,
19,
8,
36,
6,
3,
6,
12,
43,
3,
34,
4,
17,
6,
11,
4,
6,
24,
4,
18,
25,
8,
11,
21,
16,
11,
23,
22,
15,
9
] |
[
"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: 0.00%",
"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1.64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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 350.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.64 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 50",
"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 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 does not show a clear 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 |
[
92,
96,
134,
120,
98,
122,
92,
118,
166,
121,
182,
173,
172,
159,
131,
119,
132,
162,
194,
141,
108,
147,
134,
117,
137,
146,
123,
167,
124,
112,
168,
147,
184,
151,
138,
152,
132,
202,
135,
170,
122,
127,
128,
129,
118,
164,
146,
138,
122,
121,
115,
125,
141,
146,
101,
120,
147,
118,
152,
131,
138,
127,
141,
139,
136,
158,
161,
199,
188,
202,
267,
218,
193,
225,
225,
232,
249,
238,
254,
218,
206,
277,
229,
178,
188,
212,
153,
213,
231,
181,
238,
197,
171,
158,
266,
296,
715,
793,
902,
1061,
2722,
1364,
851,
960,
661,
483,
482,
394,
337,
331,
314,
340,
286,
277,
274,
241,
293,
225,
228,
242,
272,
271,
229,
338,
362,
336,
338,
303,
257,
301,
356,
388,
403,
370,
309,
245,
215,
240,
215,
228,
200,
222,
198,
200,
211,
213,
158,
217,
219,
223,
217,
234,
227,
195,
243,
217,
177,
230,
265,
229,
259,
341,
1348,
617,
390,
324,
265,
203,
273,
314,
189,
145,
174,
206,
14016,
905,
387,
398,
302,
292,
268,
224,
192,
248,
274,
252,
247,
239,
244,
235,
184,
205,
214,
274,
228,
274,
240,
235,
199,
216,
292,
254,
222,
258,
245,
333,
228,
289,
215,
303,
265,
332,
203,
197,
309,
231,
202,
270,
274,
297,
311,
442,
272,
286,
253,
263,
215,
261,
246,
222,
219,
261,
246,
229,
213,
204,
248,
184,
204,
227,
205,
204,
264,
228,
319,
274,
254,
195,
177,
227,
221,
292,
277,
212,
193,
209,
308,
250,
225,
282,
195,
189,
182,
220,
162,
182,
183,
217,
153,
207,
280,
259,
237,
215,
234,
193,
167,
165,
173,
149,
204,
253,
189,
174,
199,
206,
192,
178,
163,
156,
156,
199,
197,
215,
272,
209,
211,
223,
250,
197,
208,
208,
191,
156,
212,
346,
294,
264,
161,
182,
162,
189,
238,
219,
199,
264,
168,
163,
195,
200,
196,
169,
165,
184,
159,
174,
234,
1301,
491,
366,
300,
234,
247,
317,
235,
207,
305,
203,
204,
154,
183,
385,
179,
210,
200,
156,
150,
243,
172,
212,
173,
184,
154,
155,
156,
127,
160,
172,
144,
128,
110,
135,
128,
110,
133,
116,
139,
166,
238,
156,
138,
96,
141,
110,
157,
95,
119,
147,
130,
160,
146,
165,
133,
112,
125,
143,
133,
154,
206,
258,
168,
126,
235,
267,
203,
175,
156,
185,
186,
223,
168,
209,
142,
163,
135,
137,
173,
136,
132,
102,
145,
150,
180,
131,
140,
144,
148,
171,
142,
182,
118,
199,
119,
168,
161,
111,
146,
129,
124,
150,
219,
237,
166,
191,
192,
359,
409,
272,
281,
184,
204,
332,
201,
208,
245,
281,
234,
252,
300,
236,
209,
208,
258,
278,
234,
399,
285,
305,
303,
349,
1336,
1516,
3003,
1438,
2453,
1091,
850,
1081,
660,
594,
3305,
2185,
1579,
1077,
670,
624,
572,
452,
499,
658,
514,
463,
396,
418,
397,
370,
889,
513,
384,
405,
425,
489,
287,
379,
412,
323,
376,
345,
282,
449,
361,
385,
390,
273,
437,
412,
346,
362,
342,
346,
346,
357
] |
[
259,
318,
282,
305,
345,
373,
296,
375,
409,
454,
390,
421,
406,
453,
372,
415,
760,
630,
446,
384,
353,
239,
264,
373,
345,
364,
331,
302,
316,
286,
317,
429,
370,
374,
377,
313,
336,
307,
386,
372,
333,
338,
329,
422,
388,
386,
370,
305,
341,
343,
283,
349,
382,
315,
302,
398,
316,
276,
281,
375,
318,
307,
327,
314,
290,
305,
402,
341,
263,
315,
376,
315,
380,
415,
344,
328,
331,
330,
323,
347,
386,
398,
324,
396,
353,
318,
349,
394,
344,
418,
390,
328,
428,
400,
450,
417
] |
[
"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: 288.04%",
"予測される変化率: [カラム_0] 予測される変化率: 61.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.96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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 288.04%",
"Forecasted change rate: [column_0] Forecasted change rate: 61.00%",
"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: 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
0,
3,
7,
7,
4,
1,
3,
8,
7,
4,
20,
3,
2,
0,
1,
2,
3,
3,
2,
1,
2,
70,
113,
22,
15,
10,
7,
9,
13,
11,
4,
8,
7,
70,
9,
7,
7,
14,
8,
5,
8,
5,
6,
9,
4,
5,
2,
6,
6,
6,
8,
4,
12,
10,
1,
1,
4,
4,
5,
7,
9,
52,
14,
12,
2,
4,
12,
116,
40,
9,
7,
4,
16,
8,
7,
6,
3,
5,
3,
4,
5,
14,
10,
6,
6,
7,
5,
8,
7,
6,
3,
8,
3,
9,
6,
7,
6,
3,
4,
8,
13,
9,
4,
3,
5,
3,
8,
3,
4,
5,
4,
7,
1,
23,
54,
16,
8,
2,
13,
22,
16,
37,
8,
8,
7,
3,
4,
5,
7,
7,
6,
2,
7,
6,
5,
7,
8,
9,
91,
7,
3,
1,
5,
4,
0,
4,
9,
6,
6,
4,
5,
2,
2,
1,
4,
4,
0,
2,
1,
4,
5,
3,
4,
3,
6,
5,
5,
5,
6,
27,
10,
5,
9,
1,
9,
6,
6,
6,
0,
2,
2,
7,
5,
3,
10,
5,
8,
3,
1,
2,
1,
4,
4,
4,
5,
4,
1,
7,
8,
3,
7,
8,
6,
4,
2,
4,
6,
3,
2,
0,
2,
1,
2,
1,
3,
3,
5,
2,
4,
1,
0,
10,
3,
4,
5,
4,
3,
3,
3,
6,
1,
6,
6,
7,
5,
1,
5,
0,
7,
6,
3,
3,
9,
3,
3,
6,
7,
8,
4,
0,
1,
5,
2,
6,
2,
2,
4,
6,
3,
2,
1,
0,
3,
2,
5,
7,
0,
3,
4,
4,
4,
2,
7,
0,
8,
3,
3,
2,
6,
2,
1,
15,
1,
5,
4,
2,
12,
6,
5,
4,
4,
2,
50695,
136675,
1817,
1079,
1009,
1148,
1300,
691,
142,
90,
90,
72,
107,
101,
65,
64,
43,
52,
69,
47,
57,
54,
39,
38,
46,
136,
3582,
2463,
135,
92,
53,
52,
47,
35,
35,
28,
39,
37,
26,
16,
27,
26,
15,
18,
16,
20,
9,
15,
15,
11,
25,
13,
10,
13,
17,
15,
15,
20,
10,
16,
38,
18,
9,
17,
8,
15,
13,
29,
13,
20,
12,
2683,
28684,
747,
391,
8308,
605,
353,
196,
50,
57,
42,
58,
31,
40,
40,
26,
27,
29,
40,
38,
33,
37,
35,
28,
39,
32,
45,
41,
23,
26,
70,
31,
18,
59,
23,
21,
9,
12,
15,
14,
17,
20,
23,
26,
21,
9,
14,
20,
24,
17,
16,
17,
15,
23,
24,
16,
17,
16,
15,
13,
9,
17,
12,
19,
14,
7,
17,
24,
15,
1918,
10220,
358,
169,
139,
160,
140,
101,
36,
30,
32,
37,
40,
37,
31,
35,
45,
30,
32,
21,
17,
27,
22,
19,
33,
34,
30,
35,
15,
28,
30,
78,
21,
22,
17,
30,
34,
20,
21,
20,
22,
12,
23,
11,
12,
30,
14,
20,
21,
17,
28,
21,
23,
23,
31,
225,
37,
64,
22,
10,
14,
36,
29,
15,
23,
20,
17,
20,
22,
11,
14,
18,
15,
13,
16,
16,
13,
17,
32
] |
[
25,
11,
15,
20,
23,
13,
19,
16,
12,
12,
10,
12,
14,
11,
10,
8,
22,
22,
17,
11,
9,
17,
15,
16,
20,
18,
12,
19,
15,
19,
19,
9,
12,
22,
21,
10,
11,
10,
16,
10,
17,
13,
17,
13,
18,
12,
12,
10,
27,
12,
14,
7,
19,
11,
34,
27,
12,
16,
14,
17,
12,
9,
9,
12,
9,
104,
11,
19,
12,
7,
10,
11,
17,
8,
17,
8,
13,
12,
14,
19,
21,
9,
9,
23,
17,
7,
21,
7,
6,
10,
9,
9,
10,
10,
10,
14
] |
[
"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: 700.00%",
"予測される変化率: [カラム_0] 予測される変化率: -44.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の13.84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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 700.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -44.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.84 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"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 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
242,
230,
222,
216,
200,
537,
306,
300,
224,
271,
409,
452,
432,
636,
787,
704,
670,
383,
416,
455,
325,
317,
234,
231,
224,
627,
547,
268,
278,
304,
279,
233,
208,
470,
476,
292,
340,
449,
248,
448,
405,
326,
271,
294,
808,
505,
356,
318,
319,
226,
192,
378,
510,
327,
355,
373,
319,
338,
272,
321,
308,
412,
420,
330,
317,
358,
1234,
933,
534,
1249,
1362,
489,
395,
342,
758,
347,
318,
308,
310,
285,
395,
267,
217,
201,
223,
354,
410,
648,
373,
308,
297,
259,
254,
239,
323,
250,
193,
286,
212,
216,
428,
344,
309,
1165,
668,
367,
220,
456,
336,
401,
325,
315,
344,
387,
396,
229,
437,
297,
228,
296,
224,
215,
177,
305,
385,
245,
278,
374,
355,
325,
334,
376,
410,
243,
239,
219,
1351,
695,
484,
721,
441,
307,
881,
415,
961,
1278,
509,
288,
236,
252,
228,
232,
284,
231,
430,
317,
308,
219,
213,
233,
236,
221,
247,
209,
228,
244,
199,
181,
231,
257,
205,
185,
138,
181,
154,
206,
287,
183,
173,
141,
158,
170,
156,
105,
204,
142,
125,
154,
148,
147,
127,
155,
231,
204,
205,
168,
229,
334,
277,
211,
156,
225,
202,
214,
203,
203,
3315,
1925,
2182,
1730,
2570,
1235,
796,
1038,
974,
1100,
1279,
2140,
808,
725,
443,
431,
1067,
4686,
6047,
1676,
1513,
636,
579,
609,
577,
370,
649,
303,
242,
321,
276,
391,
353,
430,
342,
342,
319,
270,
1714,
924,
405,
740,
457,
1609,
600,
342,
380,
307,
332,
517,
322,
296,
234,
189,
176,
207,
442,
369,
263,
201,
216,
309,
292,
351,
328,
328,
528,
364,
248,
238,
253,
628,
332,
253,
190,
161,
176,
257,
297,
423,
286,
174,
307,
189,
408,
256,
271,
206,
343,
245,
265,
193,
258,
195,
143,
163,
232,
196,
150,
172,
338,
252,
191,
197,
167,
244,
194,
157,
421,
355,
288,
178,
180,
231,
320,
255,
248,
213,
691,
1178,
865,
592,
637,
443,
385,
294,
265,
309,
329,
481,
600,
405,
472,
383,
577,
895,
432,
492,
507,
895,
1655,
1517,
747,
644,
1900,
1221,
678,
407,
431,
1536,
2565,
1897,
1236,
728,
567,
540,
1791,
845,
652,
525,
460,
375,
529,
740,
866,
5197,
1225,
1564,
708,
640,
975,
792,
886,
541,
382,
311,
578,
704,
503,
337,
345,
276,
3531,
5991,
1573,
641,
459,
379,
414,
588,
367,
556,
650,
308,
253,
214,
187,
283,
288,
189,
174,
301,
213,
211,
178,
187,
367,
208,
187,
206,
204,
175,
179,
191,
192,
231,
234,
188,
200,
264,
280,
366,
1080,
369,
1017,
880,
352,
223,
225,
194,
165,
136,
197,
140,
156,
541,
235,
147,
142,
157,
227,
242,
168,
182,
139,
210,
148,
150,
216,
488,
421,
183,
175,
201,
232,
164,
142,
184,
131,
129,
157,
147,
144,
132,
161,
151,
141,
144,
124,
130,
297,
173,
114,
157,
202,
642,
463,
248,
189,
187,
358,
224,
187,
178,
179,
182,
262,
154,
148,
176,
170,
147,
200,
157,
151,
142,
143,
195,
171,
138,
196,
122,
160,
146,
215,
400
] |
[
204,
144,
159,
171,
213,
211,
134,
230,
160,
145,
176,
159,
192,
333,
214,
164,
134,
163,
185,
166,
164,
162,
177,
136,
116,
121,
1641,
335,
321,
141,
156,
299,
165,
170,
135,
230,
295,
132,
159,
162,
136,
203,
124,
132,
114,
108,
271,
165,
184,
129,
163,
141,
153,
214,
202,
172,
325,
154,
126,
107,
160,
124,
159,
119,
115,
126,
126,
135,
149,
193,
169,
117,
117,
113,
115,
203,
120,
151,
124,
216,
205,
149,
216,
179,
162,
163,
506,
457,
270,
130,
126,
164,
126,
158,
134,
127
] |
[
"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: 65.29%",
"予測される変化率: [カラム_0] 予測される変化率: -37.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.35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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 65.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -37.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.35 times the mean)",
"Trend: [column_0] Trend change: from stable 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 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 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 |
[
1,
15,
29,
8,
5,
4,
18,
11,
5,
7,
5,
2,
15,
16,
10,
29,
8,
5,
5,
4,
6,
8,
7,
1,
6,
5,
5,
16,
17,
4,
4,
1,
5,
4,
10,
5,
10,
6,
3,
3,
8,
6,
2,
6,
2,
4,
10,
7,
6,
3,
0,
3,
3,
8,
3,
2,
5,
18,
16,
5,
4,
5,
9,
6,
10,
10,
4,
7,
4,
6,
4,
5,
6,
5,
2,
6,
4,
4,
7,
8,
6,
11,
3,
4,
8,
4,
5,
12,
9,
7,
10,
2,
7,
14,
11,
3,
9,
5,
12,
6,
2,
16,
1,
5,
9,
4,
9,
5,
2,
5,
4,
6,
9,
7,
6,
7,
6,
3,
3,
7,
1,
9,
11,
6,
3,
2,
14,
7,
10,
2,
6,
6,
6,
5,
5,
2,
2,
6,
8,
5,
9,
5,
4,
4,
3,
5,
10,
16,
6,
4,
9,
5,
3,
18,
7,
5,
4,
3,
7,
7,
7,
9,
10,
3,
21,
2,
7,
9,
3,
8,
11,
5,
10,
9,
6,
4,
8,
14,
11,
8,
7,
10,
6,
7,
3,
5,
7,
5,
8,
9,
3,
6,
10,
18,
10,
7,
17,
9,
7,
15,
8,
8,
9,
3,
10,
9,
9,
14,
16,
5,
11,
9,
7,
6,
12,
7,
5,
12,
10,
3,
13,
15,
12,
11,
4,
24,
9,
10,
5,
9,
15,
6,
6,
11,
6,
6,
5,
6,
2,
9,
14,
11,
14,
10,
7,
7,
7,
14,
13,
5,
11,
10,
12,
13,
23,
6,
21,
4,
6,
12,
5,
7,
6,
5,
13,
5,
4,
12,
4,
12,
16,
7,
7,
6,
10,
13,
35,
12,
8,
8,
11,
23,
5,
8,
8,
57,
12,
23,
10,
6,
13,
13,
9,
12,
11,
13,
8,
8,
7,
12,
5,
36,
19,
17,
22,
45,
19,
23,
23,
15,
19,
23,
29,
25,
39,
24,
14,
11,
29,
11,
11,
15,
37,
35,
19,
15,
15,
17,
12,
20,
14,
14,
17,
13,
45,
21,
23,
10,
14,
20,
26,
22,
33,
15,
16,
18,
15,
19,
15,
25,
26,
18,
22,
14,
15,
16,
30,
18,
12,
19,
18,
17,
15,
15,
11,
18,
11,
17,
7,
19,
19,
19,
27,
8,
15,
8,
14,
15,
20,
21,
21,
15,
15,
17,
19,
8,
17,
14,
15,
18,
19,
16,
18,
22,
19,
21,
25,
17,
14,
15,
20,
19,
19,
20,
14,
16,
27,
24,
15,
21,
18,
16,
9,
17,
19,
11,
11,
12,
12,
6,
10,
11,
9,
9,
17,
11,
18,
16,
17,
17,
14,
23,
20,
14,
16,
15,
13,
7,
16,
7,
20,
12,
14,
17,
12,
8,
13,
10,
12,
13,
9,
8,
17,
14,
16,
12,
13,
18,
8,
9,
8,
10,
8,
29,
8,
16,
19,
14,
12,
8,
13,
7,
12,
20,
23,
8,
9,
12,
17,
19,
5,
14,
12,
14,
6,
14,
16,
17,
9,
9,
18,
9,
13,
11,
16,
14,
10,
8,
16,
11,
15,
9,
12,
13,
20,
21,
15,
14,
14,
17,
13,
22
] |
[
10,
8,
10,
12,
14,
6,
8,
8,
8,
14,
10,
10,
8,
13,
15,
12,
13,
13,
14,
8,
11,
21,
11,
19,
17,
12,
12,
21,
11,
15,
12,
15,
15,
9,
13,
9,
9,
9,
15,
16,
23,
8,
9,
16,
12,
7,
15,
16,
8,
16,
11,
12,
5,
15,
12,
14,
18,
12,
14,
8,
19,
18,
18,
14,
13,
8,
14,
12,
14,
19,
10,
16,
19,
14,
8,
16,
18,
8,
10,
11,
12,
7,
9,
12,
7,
12,
12,
12,
13,
14,
17,
18,
15,
16,
16,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 2100.00%",
"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0.58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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 2100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.58 times the mean)",
"Trend: [column_0] Trend intensification: stable 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 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 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 does not show a clear 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 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 |
[
72,
86,
84,
191,
60,
76,
91,
87,
66,
76,
52,
55,
71,
49,
74,
81,
62,
72,
49,
65,
53,
57,
75,
56,
64,
63,
82,
87,
72,
65,
62,
69,
74,
58,
76,
57,
90,
60,
74,
71,
88,
659,
1349,
1216,
1306,
1326,
1321,
1214,
1165,
1064,
1111,
1150,
1185,
1123,
1198,
1102,
1118,
1165,
1116,
1125,
1207,
1141,
1094,
1134,
1141,
1051,
1184,
1155,
1141,
1207,
1156,
1140,
1121,
1149,
1202,
1128,
1291,
1340,
1204,
1343,
1295,
1325,
1308,
1322,
1292,
1220,
1254,
1305,
1528,
1347,
1408,
1687,
1296,
1368,
1265,
1646,
1534,
1531,
1529,
1485,
1297,
1306,
1491,
1432,
1455,
1619,
1643,
1427,
1551,
1611,
1468,
1527,
1465,
1458,
1348,
1391,
1420,
1464,
1436,
1516,
1473,
1433,
1474,
1541,
1555,
1572,
1648,
1417,
1541,
1527,
1578,
1439,
1513,
1666,
1596,
1590,
1460,
1476,
1448,
1394,
1539,
1427,
1462,
1475,
1571,
1460,
1552,
1597,
1530,
1350,
1461,
1615,
1466,
1374,
1578,
1569,
1452,
1433,
1593,
1489,
1593,
1482,
1593,
1478,
1491,
1532,
1539,
1490,
1533,
1488,
1492,
1555,
1554,
1451,
1418,
1342,
1254,
1359,
1474,
1528,
1431,
1453,
1492,
1286,
1402,
1563,
1703,
1565,
1679,
1713,
1794,
1745,
1597,
1696,
1812,
1838,
1800,
1816,
1676,
1795,
1753,
2462,
1995,
1817,
1823,
1965,
1917,
1976,
2012,
1846,
1946,
1684,
1665,
1685,
1790,
1695,
1649,
1809,
1742,
1777,
1726,
1730,
1732,
1858,
1900,
1899,
1965,
1771,
1839,
1918,
1758,
1940,
1802,
1808,
2001,
1991,
1911,
2979,
2532,
2188,
2097,
2076,
2124,
1968,
2089,
2128,
1932,
1791,
1794,
1969,
1914,
1936,
1904,
1979,
1776,
1829,
1823,
1858,
1842,
2020,
1779,
1662,
1656,
1771,
1694,
1797,
1945,
1830,
1781,
1582,
1708,
1804,
1643,
1762,
1781,
1707,
1626,
1634,
1746,
2991,
2285,
1953,
1951,
1872,
1836,
1928,
1905,
2109,
1882,
1920,
1951,
1947,
1917,
1978,
2103,
1880,
1964,
1950,
1999,
1953,
1923,
1907,
1906,
1767,
1791,
1792,
1955,
1899,
1768,
1774,
1805,
1768,
1833,
1905,
1926,
1978,
1895,
1761,
1633,
1806,
1849,
1736,
1763,
1837,
1650,
1664,
1730,
1586,
1721,
1646,
1551,
1691,
1524,
1653,
1590,
1661,
1639,
1658,
1498,
1452,
1495,
1393,
1490,
1560,
1324,
1479,
1509,
1741,
1563,
1561,
1564,
1561,
1650,
1690,
1748,
1653,
1571,
1508,
1537,
1547,
1497,
1492,
1479,
1429,
1487,
1457,
1397,
1384,
1431,
1362,
1522,
1501,
1489,
1626,
1585,
1585,
1563,
1447,
1473,
1615,
1412,
1601,
1541,
1383,
1482,
1619,
1447,
1508,
1543,
1469,
1403,
1635,
1388,
1458,
1304,
1395,
1376,
1441,
1395,
1445,
1445,
1390,
1437,
1430,
1338,
1371,
1364,
1439,
1328,
1430,
1382,
1342,
1269,
1369,
1477,
1393,
1385,
1441,
1449,
1404,
1338,
1372,
1318,
1315,
1362,
1302,
1295,
1287,
1289,
1284,
1254,
1262,
1288,
1291,
1322,
1160,
1224,
1297,
1377,
1443,
1343,
1424,
1372,
1366,
1471,
1539,
1479,
1408,
1444,
1464,
1434,
1469,
1546,
1510,
1533,
1652,
1586,
1383,
1622,
1686,
1635,
1602,
1715,
1691,
1563,
1734,
1812,
1620,
1810,
2172,
2219,
1566,
1580,
1707,
1608,
1695,
1688,
1560,
1639,
1667,
1757,
1738,
1552,
1618,
1694,
1497,
1597,
1688,
1525,
1709,
1690,
1600,
1588,
1633,
1759,
1573,
1675,
1810,
1576,
2155,
1581,
1725,
1602,
1681,
1702,
1679,
1718,
1623,
1816,
1600,
1606,
1655
] |
[
1660,
1565,
1566,
1725,
1618,
1647,
1868,
1565,
1569,
1723,
1725,
1584,
1588,
1738,
1694,
1701,
1637,
1604,
1683,
1649,
1715,
1585,
1527,
1406,
1525,
1724,
1574,
1588,
1434,
1407,
1369,
1489,
1509,
1629,
1578,
1574,
1564,
1436,
1487,
1587,
1696,
1787,
1921,
1760,
1883,
1850,
1850,
1826,
1849,
1920,
3864,
1765,
1984,
1723,
1775,
1991,
1693,
1692,
1819,
1939,
1766,
1808,
1766,
1717,
1674,
1704,
1834,
1810,
1840,
1856,
1895,
1783,
1802,
1927,
1864,
1895,
1966,
2012,
1967,
1985,
2121,
1818,
2020,
1952,
1902,
1840,
1783,
2004,
1904,
2064,
2036,
1994,
1706,
1700,
1721,
1754
] |
[
"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: 2198.61%",
"予測される変化率: [カラム_0] 予測される変化率: 5.66%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.31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: 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: 2198.61%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.66%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.31 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"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 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] 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 upward trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"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 |
[
3441,
2956,
3179,
2366,
1896,
2954,
3156,
3467,
3142,
3242,
1817,
2350,
2850,
3952,
4392,
3315,
3029,
2624,
2595,
2926,
3265,
2955,
3098,
2624,
2239,
1742,
2457,
2765,
2539,
2408,
2025,
1627,
1792,
2003,
2456,
2305,
2263,
2262,
1721,
1917,
2343,
2461,
2260,
2405,
2241,
1814,
2255,
2827,
2581,
2824,
2487,
2160,
1409,
1810,
2737,
2601,
2449,
2436,
2149,
1528,
1716,
2440,
2525,
2469,
2821,
2232,
1637,
1964,
2574,
2571,
2442,
2609,
2235,
1601,
1998,
2827,
2732,
2809,
2484,
2394,
1925,
2115,
2680,
2966,
2953,
2890,
2362,
1559,
1984,
2735,
2637,
2611,
2415,
2123,
1691,
1973,
2606,
2655,
2855,
3071,
2217,
2245,
1947,
2743,
2721,
2973,
2652,
2419,
1656,
2111,
2691,
2679,
2619,
2899,
2575,
1905,
2310,
3002,
2846,
2731,
2647,
2273,
1628,
1943,
3050,
2836,
3233,
2758,
2372,
1803,
2242,
3166,
2882,
2695,
3595,
2397,
2164,
2063,
2737,
2714,
2435,
2616,
2438,
1624,
2187,
3291,
2954,
2637,
2584,
2300,
1595,
2310,
2722,
3350,
2580,
2581,
2478,
1607,
1773,
2711,
3281,
2928,
2667,
2480,
1896,
1967,
2675,
2560,
2776,
2536,
2262,
1617,
1996,
2226,
2196,
2064,
1331,
1466,
1651,
2018,
2052,
2241,
2148,
1701,
1893,
2110,
2183,
2724,
2527,
2469,
2524,
2535,
2131,
2335,
2923,
3043,
3060,
2966,
3482,
2381,
2772,
3129,
3146,
3113,
2975,
2752,
2050,
2278,
3045,
3188,
3065,
2962,
2536,
1872,
2322,
2998,
2773,
2890,
2940,
2521,
1719,
2121,
2752,
2840,
2738,
2793,
2360,
1888,
2393,
2964,
2865,
2942,
2693,
2691,
2027,
2318,
2940,
2816,
2949,
2719,
2409,
1740,
2097,
2732,
2844,
2796,
2816,
2428,
1766,
2144,
2683,
2850,
2657,
2470,
2660,
1640,
2051,
2675,
2704,
2614,
2348,
2207,
1621,
1971,
2719,
2498,
2353,
2266,
2235,
1599,
1901,
2091,
2576,
2565,
2567,
2443,
1767,
2027,
2858,
2794,
2800,
2915,
2878,
1870,
1820,
2422,
2398,
2483,
2472,
2144,
1718,
2091,
2656,
2505,
2510,
2339,
2100,
1767,
2183,
2848,
2905,
2905,
2894,
2384,
1735,
1897,
2464,
2538,
2195,
1714,
1826,
1428,
1557,
2262,
2294,
2581,
2430,
2310,
1570,
1908,
2255,
2465,
2236,
2431,
2087,
1437,
2132,
2524,
2616,
2384,
1899,
2130,
1410,
1749,
2541,
2751,
2368,
2326,
2206,
1464,
1780,
2381,
2434,
2451,
2342,
1894,
1411,
1756,
2569,
2632,
2506,
2512,
2241,
1580,
2240,
2258,
2378,
2065,
2174,
2095,
1496,
1576,
2343,
2155,
2300,
2387,
1880,
1290,
1571,
2126,
2344,
2218,
2098,
2010,
1454,
1519,
2312,
2252,
2449,
2312,
1937,
1476,
1664,
2305,
2206,
2156,
2104,
1893,
1503,
1783,
2060,
2266,
2402,
2172,
1861,
1397,
1812,
2090,
2266,
2291,
1944,
2081,
1531,
1504,
2045,
2839,
2246,
2289,
2055,
1334,
1839,
2062,
2017,
2028,
2143,
1864,
1692,
1782,
2427,
2214,
2188,
2167,
2122,
1372,
1595,
2541,
2268,
2304,
2278,
2082,
1421,
1796,
2352,
2215,
2239,
2155,
2201,
1557,
1773,
2415,
2324,
2111,
2366,
2127,
1739,
1763,
2387,
2562,
2329,
2443,
2139,
1368,
1567,
2514,
2250,
2309,
2342,
1962,
1560,
1920,
2170,
2201,
4060,
2184,
1977,
1426,
1786,
2288,
2274,
2372,
2129,
2157,
1404,
1544,
2363,
2252,
2381,
2329,
2108,
1375,
1984,
2509,
2385,
2192,
2286,
2083,
1458,
1799,
2319,
2395,
2721,
2297,
2301,
1632,
2070,
2515,
2605,
2211,
2273,
2104,
1542,
1778,
2514,
2475,
2444,
2366,
2280,
1866,
1877,
2492,
2429,
2361
] |
[
2148,
2193,
1435,
1887,
2586,
2438,
2314,
2059,
1973,
1433,
1652,
2373,
2352,
2456,
2235,
1884,
1446,
1803,
2471,
2226,
2459,
2334,
1984,
1469,
1871,
2407,
2227,
2557,
2555,
1822,
1109,
1323,
1523,
1888,
1919,
1814,
1653,
1573,
1630,
2419,
2253,
2301,
2360,
2063,
1811,
2096,
2771,
4211,
2650,
2590,
2439,
1758,
2049,
2837,
2722,
2752,
2445,
2071,
1631,
1910,
2582,
2582,
2749,
2573,
2199,
1845,
1910,
2670,
2582,
2500,
2561,
2456,
1685,
1970,
2587,
2619,
2602,
2619,
2313,
1762,
1939,
2472,
2368,
2310,
2658,
2316,
1757,
1972,
2617,
4157,
4811,
4915,
3098,
1939,
1901,
2314
] |
[
"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: -31.39%",
"予測される変化率: [カラム_0] 予測される変化率: 7.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.22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: 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: -31.39%",
"Forecasted change rate: [column_0] Forecasted change rate: 7.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.22 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] 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 strong at lag 6.",
"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 |
[
21982,
1149,
728,
580,
438,
273,
1051,
2869,
337,
239,
143,
243,
425,
206,
106,
235,
112,
150,
105,
111,
96,
88,
78,
81,
82,
55,
70,
90,
77,
78,
96,
63,
58,
76,
55,
83,
83,
69,
85,
53,
83,
80,
111,
91,
95,
71,
82,
79,
71,
99,
76,
62,
127,
66,
64,
79,
79,
81,
84,
85,
81,
96,
48,
80,
82,
81,
81,
72,
63,
72,
89,
81,
94,
89,
63,
84,
95,
117,
83,
78,
59,
74,
70,
90,
89,
53,
62,
71,
72,
100,
120,
74,
65,
77,
84,
79,
63,
66,
87,
68,
74,
62,
102,
95,
72,
82,
75,
84,
84,
76,
91,
61,
58,
69,
78,
89,
82,
76,
91,
70,
94,
62,
64,
107,
91,
102,
67,
89,
98,
83,
111,
88,
81,
71,
70,
86,
78,
126,
94,
76,
97,
75,
66,
86,
60,
108,
75,
66,
57,
46,
68,
71,
53,
69,
75,
76,
71,
62,
53,
66,
89,
83,
73,
91,
69,
60,
67,
78,
84,
91,
173,
201,
81,
84,
97,
81,
52,
63,
74,
60,
80,
61,
75,
62,
53,
68,
76,
76,
54,
102,
65,
79,
68,
102,
95,
68,
74,
65,
65,
92,
73,
70,
73,
75,
72,
70,
84,
79,
105,
97,
72,
62,
75,
79,
73,
71,
55,
59,
71,
68,
102,
88,
87,
91,
100,
80,
85,
79,
88,
78,
82,
100,
99,
94,
77,
86,
79,
98,
110,
63,
94,
87,
58,
71,
53,
87,
64,
65,
64,
110,
81,
61,
79,
58,
60,
67,
52,
93,
84,
61,
293,
273,
114,
97,
105,
94,
229,
675,
127,
112,
105,
69,
62,
63,
74,
75,
69,
97,
90,
61,
61,
97,
83,
90,
128,
74,
531,
926,
318,
96,
167,
122,
104,
74,
94,
131,
84,
79,
71,
82,
69,
72,
75,
100,
84,
74,
61,
77,
84,
93,
112,
163,
79,
85,
116,
117,
94,
248,
139,
103,
124,
230,
82,
94,
95,
328,
112,
99,
83,
74,
85,
86,
84,
87,
82,
108,
62,
90,
77,
63,
69,
75,
102,
93,
62,
64,
88,
68,
95,
111,
78,
98,
160,
198,
73,
83,
126,
94,
83,
69360,
21865,
10294,
17481,
14638,
6832,
8205,
13266,
12624,
5112,
4440,
3684,
1769,
2838,
1343,
1006,
714,
644,
708,
618,
598,
809,
614,
1610,
1309,
1521,
724,
531,
443,
322,
238,
4145,
3130,
655,
1164,
739,
594,
510,
5052,
2630,
489,
200,
187,
190,
190,
230,
457,
149,
138,
131,
142,
148,
141,
156,
167,
257,
196,
189,
123,
295,
4778,
1558,
796,
1098,
276,
140,
211,
178,
1574,
1095,
255,
216,
258,
175,
165,
149,
122,
168,
130,
144,
103,
97,
76,
300,
198,
136,
122,
146,
89,
96,
63,
84,
74,
64,
80,
81,
81,
77,
66,
71,
53,
77,
56,
62,
57,
61,
57,
102,
107,
80,
87,
78,
84,
62,
54,
77,
100,
73,
66,
73,
36,
58,
67,
87,
65,
140,
121,
55,
72,
78,
122,
52,
53,
97,
107,
54,
74,
51,
54,
57,
64,
92,
53,
106,
117,
65,
64,
65,
94,
98,
68,
68,
72
] |
[
57,
107,
83,
64,
96,
65,
68,
45,
63,
68,
96,
63,
105,
72,
70,
77,
86,
63,
103,
173,
89,
126,
51,
89,
66,
80,
73,
72,
93,
56,
45,
49,
74,
90,
53,
75,
89,
43,
37,
52,
60,
109,
68,
64,
86,
88,
66,
61,
76,
62,
48,
52,
65,
57,
61,
70,
56,
61,
75,
94,
52,
64,
48,
44,
60,
45,
48,
69,
68,
58,
49,
58,
65,
81,
63,
62,
50,
35,
52,
41,
62,
48,
56,
45,
55,
62,
47,
56,
32,
89,
53,
47,
38,
49,
50,
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: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -99.67%",
"予測される変化率: [カラム_0] 予測される変化率: -5.26%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.44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: 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: -99.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.26%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.44 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 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 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2186,
1354,
1248,
827,
380,
692,
314,
956,
482,
277,
481,
263,
245,
264,
113,
129,
193,
293,
125,
239,
164,
72,
196,
110,
123,
128,
103,
69,
69,
68,
103,
86,
77,
36,
64,
60,
52,
77,
99,
120,
122,
146,
108,
107,
104,
120,
136,
92,
134,
65,
107,
218,
245,
114,
27,
152,
134,
120,
73,
43,
81,
74,
180,
94,
61,
57,
29,
40,
26,
58,
126,
34,
112,
37,
64,
27,
61,
65,
29,
41,
38,
75,
83,
53,
57,
38,
28,
30,
25,
29,
56,
41,
33,
78,
41,
64,
107,
126,
58,
22,
23,
43,
50,
262,
190,
51,
46,
75,
34,
68,
32,
37,
32,
35,
57,
26,
26,
29,
24,
47,
84,
61,
29,
61,
22,
34,
73,
80,
61,
36,
176,
54,
51,
55,
62,
42,
41,
28,
103,
44,
32,
72,
41,
65,
39,
56,
35,
48,
60,
39,
80,
68,
59,
81,
57,
106,
174,
61,
122,
59,
172,
133,
42,
70,
121,
46,
46,
75,
141,
65,
166,
100,
203,
228,
106,
61,
83,
179,
258,
104,
65,
51,
71,
64,
55,
107,
58,
44,
149,
130,
45,
41,
36,
103,
110,
90,
234,
171,
38,
55,
55,
25,
193,
25,
81,
50,
35,
59,
52,
23,
96,
177,
237,
147
] |
[
245,
156,
52,
34,
199,
187,
357,
109,
107,
228,
204,
117,
145,
173,
273,
83,
96,
129,
64,
157,
151,
182,
216,
94,
86,
158,
38,
210,
127,
148,
222,
130,
112,
88,
228,
30,
172,
158,
212,
183,
71,
133,
305,
268,
185,
141,
84,
69,
99,
57,
118,
44,
79,
64,
128,
127,
64,
93,
118,
88,
90,
39,
28,
45,
51,
169,
139,
80,
53,
106,
47,
96,
112,
32,
33,
80,
87,
52,
85,
28,
92,
541,
717,
235,
143,
193,
182,
44,
256,
83,
115,
124,
39,
87,
72,
32
] |
[
"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: -93.28%",
"予測される変化率: [カラム_0] 予測される変化率: -86.94%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.28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: 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: -93.28%",
"Forecasted change rate: [column_0] Forecasted change rate: -86.94%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.28 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 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] 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
131,
111,
119,
79,
109,
111,
176,
158,
160,
234,
343,
1435,
330,
206,
209,
111,
119,
79,
71,
87,
167,
221,
292,
152,
63,
68,
47,
33,
49,
27,
28,
43,
55,
51,
39,
42,
41,
43,
49,
63,
28,
37,
36,
34,
30,
50,
48,
35,
30,
32,
31,
37,
49,
58,
33,
72,
44,
52,
57,
73,
51,
56,
60,
53,
62,
80,
100,
104,
111,
88,
77,
69,
82,
114,
97,
76,
98,
80,
72,
82,
105,
111,
82,
70,
66,
70,
59,
56,
53,
40,
42,
42,
41,
33,
42,
65,
29,
35,
32,
44,
33,
45,
52,
41,
49,
48,
54,
55,
60,
177,
57,
39,
42,
38,
38,
57,
57,
34,
46,
31,
50,
31,
48,
117,
32,
48,
47,
45,
29,
43,
44,
24,
26,
34,
27,
47,
34,
34,
32,
26,
37,
28,
25,
60,
49,
48,
32,
29,
30,
33,
36,
67,
30,
34,
41,
27,
30,
36,
33,
27,
42,
32,
32,
31,
39,
54,
35,
45,
33,
31,
27,
39,
44,
37,
22,
31,
26,
35,
48,
38,
32,
22,
45,
33,
41,
43,
68,
39,
37,
43,
24,
33,
47,
64,
52,
32,
21,
27,
36,
43,
43,
35,
29,
38,
38,
57,
42,
43,
39,
37,
51,
23,
24,
34,
48,
22,
28,
40,
23,
37,
30,
27,
27,
39,
47,
208,
46,
63,
51,
35,
33,
26,
40,
35,
58,
41,
37,
48,
36,
46,
36,
42,
69,
140,
50,
32,
49,
38,
61,
65,
32,
45,
56,
27,
49,
55,
41,
51,
52,
41,
32,
40,
26,
52,
29,
50,
52,
44,
27,
52,
37,
40,
39,
26,
33,
37,
49,
39,
161,
47,
47,
51,
35,
43,
60,
32,
35,
61,
42,
50,
38,
43,
37,
31,
46,
26,
42,
35,
45,
33,
39,
28,
47,
23,
27,
41,
52,
34,
43,
32,
37,
43,
46,
18,
30,
31,
38,
34,
46,
55,
57,
28,
24,
37,
42,
54,
66,
60,
39,
29,
27,
46,
42,
51,
38,
27,
39,
53,
33,
58,
265,
56,
36,
48,
55,
47,
54,
291,
50,
58,
21,
29,
26,
38,
47,
32,
40,
24,
26,
26,
116,
50,
44,
23,
35,
39,
24,
47,
33,
18,
46,
22,
29,
47,
35,
105,
25,
28,
22,
45,
53,
33,
40,
28,
26,
33,
33,
34,
29,
90,
27,
22,
31,
29,
35,
36,
47,
103,
33,
31,
34,
26,
23,
29,
40,
32,
26,
30,
25,
32,
28,
30,
21,
29,
37,
21,
32,
35,
22,
34,
43,
27,
28,
122,
45,
24,
30,
25,
36,
37,
27,
36,
37,
34,
41,
34,
40,
30,
76,
38,
35,
34,
54,
57,
59,
24,
30,
37,
21,
38,
15,
37,
48,
32,
41,
40,
28,
29,
34,
36,
33,
29,
33,
51,
37,
43,
54,
46,
40,
34,
38,
38,
42,
85,
37,
31,
40,
25,
34,
28,
40,
34,
86,
35,
25,
32,
66,
55,
41,
44,
26,
30,
30,
42,
49,
39,
51,
42,
38,
27,
40,
30,
34,
58,
57,
45,
55,
44,
55,
48,
32,
40
] |
[
45,
27,
49,
103,
34,
41,
49,
29,
36,
46,
58,
50,
35,
38,
45,
36,
56,
54,
63,
34,
49,
46,
57,
62,
58,
38,
49,
42,
39,
45,
36,
62,
32,
42,
39,
71,
55,
66,
48,
86,
53,
62,
41,
44,
82,
48,
50,
55,
38,
39,
39,
48,
57,
54,
81,
62,
54,
44,
41,
63,
37,
59,
56,
85,
63,
61,
195,
624,
690,
827,
955,
1018,
1118,
1247,
966,
887,
1038,
896,
745,
737,
925,
654,
567,
743,
841,
931,
1225,
1296,
1214,
1143,
1201,
1004,
1022,
1355,
1398,
1548
] |
[
"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: -69.47%",
"予測される変化率: [カラム_0] 予測される変化率: 3340.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.24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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -69.47%",
"Forecasted change rate: [column_0] Forecasted change rate: 3340.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.24 times the mean)",
"Trend: [column_0] Trend change: from downward 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 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] 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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 20.",
"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 |
[
280,
265,
244,
257,
253,
191,
199,
239,
199,
295,
233,
226,
229,
180,
218,
199,
152,
169,
211,
192,
171,
204,
198,
168,
141,
145,
120,
141,
169,
123,
158,
144,
160,
155,
213,
200,
185,
177,
357,
380,
202,
205,
186,
160,
244,
235,
209,
195,
170,
153,
151,
141,
214,
230,
242,
231,
266,
264,
263,
221,
217,
180,
220,
192,
148,
186,
208,
228,
203,
118,
183,
134,
117,
127,
152,
136,
126,
126,
100,
142,
145,
149,
131,
104,
109,
113,
99,
95,
154,
250,
177,
115,
131,
162,
141,
137,
124,
117,
90,
112,
94,
103,
139,
106,
118,
109,
116,
109,
106,
122,
129,
91,
122,
117,
122,
151,
179,
119,
427,
438,
199,
177,
248,
207,
360,
150,
159,
144,
187,
151,
157,
134,
225,
352,
278,
188,
138,
158,
131,
248,
234,
251,
221,
159,
175,
138,
170,
125,
131,
122,
160,
144,
98,
93,
74,
77,
224,
155,
159,
207,
134,
128,
115,
101,
157,
223,
150,
129,
139,
114,
111,
133,
124,
122,
135,
93,
80,
113,
119,
164,
322,
310,
258,
157,
192,
319,
510,
366,
883,
632,
356,
308,
490,
598,
455,
370,
310,
244,
180,
225,
355,
443,
309,
321,
283,
311,
363,
379,
408,
277,
340,
389,
329,
284,
375,
315,
432,
430,
433,
324,
272,
180,
149,
207,
284,
320,
653,
522,
465,
397,
449,
370,
462,
342,
335,
398,
298,
278,
268,
215,
261,
274,
264,
247,
227,
196,
223,
228,
252,
347,
250,
233,
189,
170,
174,
193,
242,
179,
217,
167,
176,
176,
197,
240,
187,
204,
205,
185,
219,
189,
250,
203,
212,
228,
228,
234,
301,
265,
315,
311,
294,
311,
348,
227,
288,
272,
373,
399,
306,
362,
302,
310,
257,
237,
422,
576,
297,
263,
258,
300,
256,
231,
243,
242,
239,
224,
297,
284,
205,
240,
280,
356,
269,
278,
269,
206,
232,
224,
290,
204,
278,
244,
247,
212,
163,
257,
230,
182,
254,
264,
200,
187,
261,
241,
228,
202,
162,
232,
185,
227,
294,
296,
479,
459,
409,
373,
439,
497,
397,
313,
265,
197,
254,
365,
399,
329,
246,
267,
227,
242,
353,
296,
325,
254,
217,
217,
234,
422,
292,
322,
329,
307,
337,
259,
290,
378,
334,
249,
208,
219,
225,
317,
385,
286,
399,
274,
233,
202,
203,
189,
284,
237,
228,
216,
190,
205,
190,
291,
310,
304,
224,
209,
205,
216,
224,
291,
361,
341,
475,
418,
344,
561,
451,
563,
541,
373,
319,
360,
497,
506,
774,
1199,
802,
757,
1075,
3141,
5166,
4726,
2803,
2295,
2159,
2203,
2065,
2940,
2890,
1949,
1809,
1777,
1624,
1463,
1834,
2143,
1653,
1654,
1963,
1669,
1589,
1691,
1467,
1316,
1238,
1300,
1192,
1151,
1936,
1777,
1137,
1004,
980,
1035,
952,
1024,
1126,
1065,
996,
993,
1099,
968,
984,
975,
885,
790,
757,
702,
713,
732,
721,
680,
695,
624,
664,
587,
597,
642,
604,
543,
566,
573,
676,
985,
1236,
939,
787,
815,
878,
805,
659,
515,
496,
521,
444,
563,
503,
607,
520,
396,
409,
409,
694,
474,
497,
407
] |
[
361,
352,
361,
403,
350,
371,
300,
288,
309,
426,
346,
324,
299,
270,
242,
260,
235,
301,
401,
264,
272,
312,
247,
242,
339,
268,
250,
258,
226,
336,
331,
319,
431,
524,
645,
609,
510,
495,
570,
603,
676,
583,
566,
486,
395,
497,
537,
600,
534,
555,
480,
425,
400,
403,
413,
412,
436,
446,
330,
376,
507,
480,
447,
438,
299,
295,
309,
314,
417,
421,
474,
400,
439,
411,
371,
529,
639,
706,
757,
722,
740,
763,
568,
552,
552,
754,
527,
532,
454,
559,
485,
500,
689,
888,
569,
545
] |
[
"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: 45.36%",
"予測される変化率: [カラム_0] 予測される変化率: 50.97%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.14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: 45.36%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.97%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.14 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 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 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 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 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 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,
7,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
1,
781,
858,
858,
1021,
1174,
1554,
2034,
1825,
1320,
1438,
1373,
1288,
1993,
2822,
2623,
3636,
4838,
3391,
2908,
3098,
2518,
2246,
2083,
2245,
2330,
2289,
2758,
2610,
2290,
2187,
2600,
2606,
2633,
3202,
2812,
2605,
2587,
2346,
2143,
2262,
4771,
3588,
3093,
3257,
3935,
3093,
4285,
4284,
4516,
4719,
4003,
3982,
3519,
3839,
4591,
4774,
4829,
4593,
4156,
3838,
4258,
6162,
6182,
6717,
7439,
9474,
8783,
12086,
11214,
11377,
17627,
18420,
22391,
18861,
17211,
15278,
10489,
10011,
5541,
2873,
1556,
1256,
1063,
1061,
1001,
918,
824,
843,
893,
963,
879,
806,
766,
799,
727,
764,
752,
720,
607,
667,
656,
670,
957,
904,
738,
634,
642,
634,
645,
653,
713,
614,
593,
578,
555,
574,
590,
587,
559,
552,
538,
527,
482,
521,
541,
541,
480,
569,
545,
466,
511,
548,
441,
635,
586,
527,
481,
567,
523,
529,
534,
508,
463,
441,
466,
495,
478,
446,
423,
392,
367,
417,
416,
402,
567,
453,
410,
419,
468,
533,
473,
453,
461,
442,
440,
443,
435,
472,
399,
432,
523,
458,
532,
495,
507,
473,
457,
441,
443,
439,
452,
464,
397,
346,
327,
335,
362,
371,
337,
331,
312,
342,
274,
318,
312,
291,
321,
292,
250,
281,
272,
285,
238,
263,
279,
240,
281,
282,
265,
268,
286,
290,
258,
252,
295,
248,
207,
236,
248,
250,
216,
228,
233,
224,
245,
222,
199,
211,
199,
224,
227,
216,
213,
227,
204,
232,
278,
221,
260,
218,
219,
204,
227,
242,
216,
241,
202,
211,
167,
190,
204,
299,
334,
261,
246,
242,
240,
235,
237,
224,
178,
199,
208,
187,
222,
235,
236,
193,
209,
189,
227,
258,
226,
243,
197,
265,
199,
244,
219,
202,
217,
196,
215,
206,
220,
227,
201,
212,
234,
203,
212,
194,
222,
205,
217,
216,
230,
218,
200,
196,
177,
195,
186,
211,
210,
207,
247,
198,
204,
216,
224,
246,
233,
225,
224,
213,
194,
184,
178,
171,
201,
199,
193,
208,
177,
138,
162,
153,
147,
154,
179,
155,
139,
170,
129,
159,
158,
153,
150,
131,
177,
168,
144,
93,
130,
126,
150,
152,
150,
146,
142,
157,
172,
133,
167,
190,
180,
185
] |
[
132,
137,
124,
153,
176,
162,
140,
136,
120,
155,
161,
175,
158,
174,
184,
180,
174,
174,
189,
163,
153,
175,
156,
175,
178,
185,
170,
143,
154,
135,
118,
129,
182,
188,
216,
199,
156,
134,
138,
167,
173,
174,
163,
127,
163,
150,
147,
155,
139,
130,
136,
136,
167,
225,
164,
173,
197,
172,
132,
162,
219,
211,
216,
193,
306,
32,
25,
22,
21,
19,
25,
16,
13,
20,
39,
29,
20,
25,
24,
19,
40,
31,
24,
19,
21,
23,
24,
30,
21,
27,
24,
22,
17,
16,
26,
25
] |
[
"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: 2542.86%",
"予測される変化率: [カラム_0] 予測される変化率: -81.06%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.78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: 2542.86%",
"Forecasted change rate: [column_0] Forecasted change rate: -81.06%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.78 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 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 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] ラグ 88 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 88.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 88.",
"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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
81,
147,
76,
66,
55,
45,
46,
39,
31,
47,
28,
70,
47,
38,
47,
37,
38,
49,
51,
60,
42,
46,
32,
312,
205,
128,
109,
101,
120,
156,
195,
124,
90,
136,
100,
97,
127,
100,
114,
91,
131,
108,
108,
125,
92,
115,
114,
112,
91,
134,
168,
214,
185,
167,
147,
282,
269,
163,
202,
207,
156,
162,
153,
161,
229,
219,
220,
164,
214,
269,
340,
494,
413,
360,
359,
472,
665,
2730,
3342,
1578,
1079,
890,
788,
884,
1537,
1648,
1092,
685,
572,
672,
834,
964,
982,
678,
579,
496,
555,
414,
858,
1262,
715,
924,
617,
635,
609,
837,
935,
636,
505,
481,
534,
521,
673,
939,
718,
530,
505,
524,
597,
747,
844,
611,
476,
525,
560,
534,
835,
946,
667,
474,
447,
490,
527,
785,
898,
639,
613,
471,
461,
555,
728,
933,
649,
546,
596,
449,
512,
656,
730,
671,
462,
409,
484,
436,
647,
744,
591,
527,
377,
496,
425,
1414,
1676,
903,
746,
764,
602,
641,
586,
636,
534,
434,
494,
454,
402,
437,
435,
392,
357,
346,
351,
341,
380,
335,
354,
297,
285,
283,
360,
246,
343,
275,
277,
320,
335,
277,
274,
272,
231,
229,
227,
330,
244,
262,
284,
297,
216,
226,
258,
229,
248,
238,
229,
239,
215,
190,
207,
253,
445,
466,
378,
309
] |
[
263,
195,
260,
232,
229,
284,
246,
167,
186,
187,
234,
177,
180,
186,
185,
187,
143,
197,
187,
157,
156,
154,
156,
181,
144,
160,
205,
193,
176,
146,
196,
199,
203,
231,
306,
239,
225,
173,
176,
142,
178,
189,
170,
191,
225,
224,
156,
168,
180,
213,
333,
250,
264,
214,
215,
202,
205,
217,
144,
207,
171,
168,
169,
193,
170,
150,
149,
169,
151,
134,
154,
134,
152,
153,
155,
130,
136,
134,
128,
145,
120,
135,
123,
135,
131,
147,
150,
171,
195,
173,
219,
217,
157,
189,
185,
141
] |
[
"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: 281.48%",
"予測される変化率: [カラム_0] 予測される変化率: -46.39%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.65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: 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: 281.48%",
"Forecasted change rate: [column_0] Forecasted change rate: -46.39%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.65 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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
217,
210,
228,
204,
180,
184,
269,
306,
280,
259,
200,
218,
262,
291,
290,
360,
264,
213,
307,
254,
234,
227,
233,
321,
198,
193,
228,
210,
217,
184,
180,
129,
143,
175,
252,
238,
247,
179,
212,
181,
279,
225,
163,
254,
324,
208,
276,
340,
287,
299,
273,
332,
331,
290,
459,
367,
405,
440,
415,
305,
258,
341,
312,
297,
449,
450,
311,
395,
299,
356,
305,
237,
246,
195,
549,
382,
522,
388,
297,
249,
292,
314,
320,
291,
241,
237,
206,
177,
439,
246,
688,
317,
222,
284,
220,
210,
232,
247,
228,
211,
291,
277,
412,
429,
348,
368,
294,
265,
288,
234,
377,
327,
260,
280,
258,
248,
372,
313,
350,
324,
293,
231,
246,
260,
296,
262,
372,
672,
374,
300,
230,
284,
229,
322,
252,
281,
239,
301,
283,
252,
274,
246,
213,
258,
233,
228,
283,
316,
317,
308,
272,
275,
246,
280,
307,
224,
240,
193,
251,
244,
204,
274,
232,
209,
253,
259,
267,
253,
254,
228,
281,
188,
208,
235,
255,
244,
180,
212,
162,
219,
256,
253,
294,
205,
153,
245,
207,
249,
229,
324,
259,
236,
241,
197,
219,
230,
233,
250,
293,
363,
320,
320,
315,
366,
312,
270,
316,
269,
521,
270,
350,
530,
356,
247,
209,
254,
303,
242,
257,
258,
191,
168,
228,
437,
344,
300,
386,
234,
270,
270,
265,
307,
373,
292,
312,
227,
234,
263,
251,
259,
285,
238,
243,
221,
228,
216,
285,
263,
240,
228,
230,
251,
247,
183,
232,
181,
234,
227,
257,
300,
274,
245,
233,
259,
261,
229,
236,
248,
279,
304,
305,
252,
290,
263,
275,
267,
293,
325,
254,
260,
259,
244,
249,
238,
248,
337,
381,
362,
329,
267,
260,
348,
380,
1003,
782,
609,
440,
429,
379,
355,
349,
354,
371,
417,
354,
663,
543,
382,
381,
421,
447,
413,
388,
514,
392,
465,
294,
347,
349,
408,
359,
290,
328,
364,
525,
424,
408,
340,
344,
415,
343,
303,
371,
315,
342,
352,
380,
344,
288,
279,
279,
358,
292,
356,
326,
382,
350,
410,
402,
352,
270,
323,
258,
309,
254,
308,
274,
270,
327,
542,
360,
381,
928,
716,
771,
438,
587,
811,
804,
777,
714,
700,
866,
553,
571,
595,
567,
1611,
1641,
1086,
730,
595,
671,
483,
543,
21345,
8241,
2613,
1381,
993,
845,
812,
609,
513,
583,
405,
487,
562,
527,
460,
416,
396,
252,
317,
399,
478,
348,
327,
333,
289,
312,
346,
329,
349,
346,
354,
256,
279,
354,
347,
379,
369,
355,
315,
502,
368,
383,
386,
455,
565,
664,
501,
443,
365,
325,
462,
403,
288,
341,
357,
311,
340,
263,
279,
354,
391,
601,
338,
339,
573,
317,
251,
302,
357,
284,
267,
359,
1060,
262,
321,
351,
339,
390,
321,
322,
424,
332,
294,
325,
330,
357,
290,
287,
379,
314,
271,
289,
237,
331,
280,
260,
318,
297,
334,
277,
197,
229,
278,
312,
357,
294,
305,
268,
290,
297,
305,
291,
264,
236,
311,
337,
299,
310,
282,
292,
268,
269,
281,
298,
351,
261,
280
] |
[
286,
280,
298,
311,
249,
314,
302,
225,
279,
631,
455,
411,
424,
334,
284,
317,
322,
247,
379,
417,
425,
347,
452,
325,
340,
320,
275,
326,
339,
275,
303,
300,
336,
312,
339,
287,
317,
267,
289,
390,
342,
325,
300,
343,
302,
385,
418,
1537,
4598,
2004,
1109,
881,
722,
623,
563,
538,
673,
548,
391,
495,
469,
443,
320,
325,
448,
310,
295,
384,
467,
535,
492,
415,
434,
382,
407,
411,
316,
361,
322,
291,
320,
1354,
464,
544,
444,
367,
334,
367,
542,
451,
396,
302,
423,
333,
325,
281
] |
[
"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: 29.03%",
"予測される変化率: [カラム_0] 予測される変化率: -1.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.31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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 29.03%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.31 times the mean)",
"Trend: [column_0] Trend intensification: upward 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] 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2032,
1885,
1688,
1685,
1932,
2083,
2635,
2197,
1836,
1785,
1729,
1937,
1809,
1787,
1647,
1626,
1508,
1883,
2238,
2151,
1813,
1857,
1686,
1664,
1712,
1899,
2063,
1714,
1659,
1694,
2493,
1669,
1736,
1594,
1656,
1629,
1745,
1571,
1736,
1962,
1712,
1545,
1443,
1692,
1658,
1299,
1624,
1610,
1407,
1394,
1334,
1360,
1454,
2168,
1637,
1230,
1302,
1326,
1257,
1261,
1460,
1418,
1281,
1384,
1132,
1110,
1305,
1464,
1401,
1268,
1156,
1157,
1169,
1262,
1387,
1264,
1056,
1065,
1052,
1010,
1364,
1579,
1573,
1315,
1159,
1000,
1685,
1573,
1583,
1426,
1134,
1036,
1062,
975,
1527,
1586,
1241,
977,
984,
988,
1057,
2446,
1503,
1521,
1177,
932,
917,
1018,
1230,
1528,
1258,
1034,
1112,
1076,
994,
1149,
1407,
1316,
1211,
973,
945,
889,
896,
1002,
1149,
935,
941,
944,
860,
1046,
1276,
1064,
1024,
1038,
931,
926,
931,
1182,
1097,
940,
913,
956,
880,
1140,
1329,
1193,
1008,
1029,
876,
1109,
1235,
1267,
1165,
1037,
1022,
966,
910,
993,
1219,
1111,
1203,
1101,
983,
923,
1072,
3399,
2285,
1314,
1215,
3122,
1745,
1136,
1697,
1709,
1450,
2426,
1303,
854,
1265,
1508,
2081,
1556,
1334,
1523,
918,
2938,
1737,
1839,
2191,
2638,
2091,
1574,
1965,
1712,
2700,
1570,
2523,
2237,
2056,
1384,
1843,
1303,
1445,
1945,
1391,
1289,
1350,
2426,
1806,
1796,
1228,
1227,
1494,
1971,
1585,
1667,
1525,
1316,
1753,
1306,
1227,
1989,
1408,
1237,
1366,
1069,
1310,
1405,
1438,
2413,
1301,
1166,
1083,
1153,
1179,
1403,
1216,
1116,
1033,
1028,
941,
1211,
1814,
1869,
1344,
1916,
1754,
1480,
1671,
1748,
1414,
1147,
1638,
1163,
1251,
1279,
1235,
1138,
1125,
1788,
1456,
1155,
1157,
1378,
1290,
1404,
1584,
1208,
1182,
1606,
1580,
1599,
1112,
1463,
1110,
979,
1229,
1271,
1152,
1146,
1451,
1394,
1252,
1866,
2399,
2593,
1808,
2054,
1639,
1359,
1225,
1308,
1059,
988,
1077,
883,
828,
953,
1372,
2297,
1361,
1439,
1437,
1663,
1472,
2583,
1614,
1003,
954,
882,
900,
909,
1017,
1088,
882,
870,
843,
881,
843,
995,
998,
1271,
987,
848,
814,
871,
943,
806,
736,
647,
678,
698,
795,
893,
914,
785,
762,
699,
674,
813,
884,
1019,
727,
812,
752,
760,
740,
1094,
807,
731,
818,
751,
703,
1097,
1143,
1114,
1019,
849,
901,
850,
849,
1015,
1078,
1005,
810,
806,
843,
763,
1136,
939,
856,
795,
860,
824,
774,
952,
914,
1345,
1950,
1698,
1195,
1337,
1664,
1718,
1138,
1357,
1191,
1150,
1266,
1558,
1176,
1084,
1049,
967,
968,
938,
1334,
1398,
1029,
927,
1205,
1219,
2029,
1060,
1288,
955,
950,
854,
867,
1410,
1723,
1206,
804,
756,
755,
732,
882,
834,
1209,
832,
1175,
762,
1141,
965,
1231,
963,
829,
1050,
771,
729,
1173,
1279,
932,
730,
692,
644,
658,
751,
1046,
1290,
2783,
3000,
2118,
1689,
1619,
2361,
1496,
1259,
1240,
1098,
1455,
1271,
1406,
1118,
999,
982,
1081,
955,
1057,
1275,
1049,
989,
973,
901,
1000,
1232,
1738,
1602,
1271,
1253,
1236,
1023,
1199,
1303,
1195,
1057,
960,
969,
957,
897,
1100,
1054,
901,
746,
721,
821,
1031,
1381,
1254,
1199,
1121,
1206,
1328,
1319,
1487,
1367,
965,
864,
890,
895,
999,
1336,
1261,
987,
946,
1099,
1001,
1034,
1143,
1190,
898,
927
] |
[
989,
851,
1126,
1160,
1283,
826,
944,
1022,
809,
908,
1030,
1013,
1036,
1249,
1988,
1965,
1903,
1662,
2150,
1482,
1352,
1134,
1219,
1230,
1501,
1408,
1249,
1309,
1032,
1100,
951,
796,
1365,
1337,
1521,
1893,
1371,
1020,
1041,
1766,
2364,
2272,
1970,
1836,
1989,
2452,
2321,
1978,
1945,
2036,
1808,
1860,
2344,
2221,
1803,
1761,
1641,
1494,
1657,
2063,
1875,
1744,
1587,
1824,
2083,
2371,
2549,
2267,
2400,
2428,
2389,
3459,
3433,
3726,
3480,
3181,
4019,
5273,
9052,
11674,
14723,
11005,
7333,
8385,
9309,
7192,
7868,
9023,
7624,
5287,
5064,
5276,
3960,
4143,
4817,
8976
] |
[
"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: -54.38%",
"予測される変化率: [カラム_0] 予測される変化率: 807.58%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.84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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -54.38%",
"Forecasted change rate: [column_0] Forecasted change rate: 807.58%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.84 times the mean)",
"Trend: [column_0] Trend change: from downward 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 76 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 68 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 76.",
"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 68."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
793,
828,
772,
738,
908,
1006,
843,
861,
936,
1205,
1083,
1176,
1240,
1167,
1216,
1026,
1059,
935,
1080,
1351,
1354,
1185,
1076,
910,
870,
1058,
1332,
1547,
1385,
1456,
1169,
1041,
1322,
1259,
1404,
1341,
1348,
1186,
1111,
1480,
1164,
1069,
1023,
1170,
1113,
938,
1147,
1098,
1134,
1130,
906,
958,
1035,
1135,
1180,
1230,
1072,
1068,
1086,
988,
1358,
1105,
1018,
1314,
1571,
1549,
1729,
2462,
2182,
3159,
2794,
2371,
1831,
1767,
2458,
2393,
2293,
2357,
2116,
1876,
1627,
2881,
2449,
2481,
2355,
2447,
2108,
1787,
2403,
2443,
2265,
2121,
1902,
1656,
1499,
2114,
2141,
2318,
2155,
2075,
1814,
1563,
2231,
2170,
2053,
1978,
1996,
1829,
1496,
2063,
2013,
1871,
2134,
1940,
1704,
1491,
2032,
1912,
1895,
1797,
1708,
1860,
1708,
1764,
1910,
1732,
1692,
1623,
1490,
1652,
1969,
1876,
1925,
2012,
2014,
1907,
1814,
1943,
1953,
1909,
2072,
1904,
1990,
1517,
1881,
1924,
1896,
1758,
1872,
1611,
1686,
1921,
1621,
1618,
1746,
1695,
1462,
1447,
1891,
1841,
1806,
1700,
1694,
1454,
1459,
1825,
1808,
1633,
1593,
1766,
1474,
1493,
1640,
1595,
1552,
1600,
1611,
1907,
1244,
1437,
1297,
1164,
1015,
852,
1242,
1243,
1716,
1784,
1603,
1702,
1588,
1609,
1470,
1633,
1659,
1754,
1675,
1894,
1620,
1723,
1903,
1857,
1939,
1796,
1838,
1661,
1646,
1923,
1739,
1831,
1671,
1710,
1616,
4305,
3671,
1943,
1921,
2124,
1696,
2095,
1773,
2147,
1972,
1867,
1926,
3523,
3231,
2943,
2555,
2085,
2158,
2046,
1885,
1936,
1502,
1606,
1696,
1638,
1715,
1720,
1451,
1639,
1942,
1752,
1656,
1715,
1529,
1480,
1330,
1373,
1367,
1262,
1573,
1773,
1507,
1437,
1677,
1801,
1635,
1647,
1525,
1660,
1442,
1618,
1558,
1653,
1393,
1528,
1532,
1343,
1960,
1591,
1836,
1450,
1604,
1359,
1466,
1521,
1583,
2062,
1733,
1719,
1676,
1767,
1833,
1804,
2198,
1857,
1805,
1510,
1551,
1678,
1766,
1751,
1807,
1707,
1431,
1420,
2084,
1935,
4435,
3065,
2309,
1928,
2262,
1528,
1642,
2736,
1931,
1851,
1674,
1343,
1496,
1592,
1928,
2004,
1911,
1808,
1860,
2088,
2151,
2071,
2089,
1897,
1731,
1534,
1772,
1700,
1579,
1436,
1324,
1246,
1208,
1359,
1255,
1266,
1266,
1247,
1266,
1221,
1612,
1361,
1553,
1328,
1226,
1152,
1280,
1348,
1244,
1327,
1375,
1389,
1332,
1057,
1256,
1330,
1294,
1288,
1440,
1870,
1948,
2087,
1802,
1667,
1356,
1221,
2100,
1196,
1332,
1222,
1121,
1333,
1232,
1457,
1041,
1093,
1024,
1081,
1135,
1011,
1107,
1050,
1065,
1145,
1040,
1177,
1117,
1072,
980,
986,
1097,
996,
1073,
1062,
1011,
991,
1010,
962,
1015,
1067,
1116,
1164,
1151,
947,
1050,
1309,
1123,
1045,
1055,
967,
1043,
972,
1041,
992,
967,
989,
1135,
1285,
1395,
1028,
1250,
1160,
1008,
929,
998,
1079,
1031,
937,
1061,
1234,
1206,
1635,
1546,
1600,
1716,
1764,
1598,
1423,
2053,
2178,
2298,
2732,
2725,
1916,
1823,
2535,
2599,
2523,
2599,
2326,
2005,
1715,
2428,
2306,
2321,
2449,
2307,
1943,
1573,
2434,
2520,
2219,
2043,
2243,
1856,
1928,
5457,
3669,
3216,
2436,
2255,
2506,
2366,
2710,
2425,
2615,
2408,
2116,
1998,
1711,
2306,
2178,
2193,
2034,
2026,
1821,
1604,
1874,
1830,
1716,
1759,
1644,
1551,
1630,
1879,
2218,
2082,
2589,
2387,
1951,
1790,
2236,
2160,
2155,
2139,
2037,
1939,
2205,
2199,
1967,
2005,
2363
] |
[
2489,
2150,
1976,
2379,
2538,
2244,
2163,
2140,
1876,
1867,
2294,
2091,
1882,
2009,
2111,
1852,
1807,
2204,
2086,
2088,
2043,
2050,
1881,
2065,
2825,
2336,
2047,
2037,
1839,
1796,
2291,
2542,
2192,
1743,
1583,
1540,
1400,
1076,
1980,
3458,
2320,
2096,
2074,
2341,
2335,
2763,
2451,
2333,
2498,
3846,
2371,
2379,
2458,
2287,
2504,
2549,
2512,
2337,
2463,
2667,
2690,
2920,
2331,
2399,
2296,
2194,
2462,
2304,
2132,
2138,
2075,
2348,
2185,
2361,
2263,
2104,
2190,
2400,
1979,
2999,
2522,
2175,
2228,
2109,
2097,
2123,
1896,
2477,
2035,
1981,
1839,
1869,
1953,
2083,
2185,
2002
] |
[
"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: 197.98%",
"予測される変化率: [カラム_0] 予測される変化率: -19.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.31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: 197.98%",
"Forecasted change rate: [column_0] Forecasted change rate: -19.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.31 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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
159,
136,
75,
117,
87,
116,
108,
57,
76,
102,
65,
87,
63,
63,
65,
87,
50,
92,
78,
75,
91,
94,
76,
87,
71,
84,
266,
235,
224,
193,
162,
168,
310,
100,
167,
104,
67,
97,
150,
81,
83,
99,
117,
151,
93,
76,
111,
214,
286,
162,
111,
92,
140,
158,
99,
102,
257,
997,
1803,
977,
530,
3913,
1677,
642,
435,
525,
331,
265,
648,
309,
1508,
1657,
862,
387,
2111,
330,
202,
152,
130,
144,
155,
904,
281,
184,
177,
244,
340,
2395,
482,
221,
408,
208,
176,
173,
194,
192,
123,
111,
137,
587,
202,
126,
552,
615,
423,
232,
231,
158,
187,
7089,
915,
406,
216,
148,
259,
174,
156,
110,
131,
294,
325,
354,
171,
3233,
1756,
475,
358,
186,
157,
238,
157,
106,
92,
99,
63,
87,
83,
74,
89,
96,
70,
48,
68,
159,
119,
94,
65,
74,
49,
57,
145,
87,
85,
174,
66,
65,
81,
107,
209,
196,
154,
99,
122,
92,
666,
1645,
238,
192,
128,
135,
156,
123,
134,
91,
104,
120,
79,
84,
78,
83,
97,
69,
82,
57,
105,
96,
84,
80,
77,
75,
72,
58,
77,
141,
113,
60,
97,
80,
89,
101,
84,
82,
55,
271,
145,
66,
364,
286,
165,
116,
65,
65,
85,
135,
135,
114,
77,
124,
103,
104,
154,
150,
99,
80,
315,
159,
133,
181,
155,
114,
117,
81,
104,
82,
68,
82,
81,
61,
85,
99,
84,
97,
654,
147,
88,
282,
175,
95,
78,
320,
165,
104,
171,
91,
59,
67,
247,
104,
98,
119,
68,
110,
426,
171,
107,
73,
110,
96,
99,
204,
175,
105,
125,
120,
108,
92,
89,
387,
158,
121,
113,
89,
111,
213,
106,
78,
95,
83,
107,
77,
97,
140,
102,
110,
126,
142,
117,
168,
254,
108,
176,
111,
225,
324,
183,
186,
106,
268,
129,
157,
113,
234,
140,
127,
96,
124,
129,
123,
231,
134,
120,
128,
184,
162,
159,
180,
146,
198,
202,
292,
344,
151,
156,
225,
219,
340,
200,
164,
208,
190,
166,
291,
294,
314,
405,
1159,
16420,
5091,
1679,
4479,
8488,
1768,
684,
876,
1495,
832,
388,
296,
331,
203,
305,
246,
183,
148,
155,
166,
154,
146,
147,
170,
135,
92,
130,
156,
106,
167,
143,
122,
106,
117,
87,
76,
109,
103,
105,
84,
92,
86,
86,
80,
106,
80,
452,
186,
132,
107,
64,
135,
210,
183,
89,
81,
86,
78,
70,
76,
67,
92,
98,
132,
128,
94,
72,
83,
91,
77,
294,
96,
93,
120,
105,
636,
254,
117,
212,
173,
215,
216,
243,
136,
139,
131,
215,
156,
89,
75,
76,
85,
187,
74,
116,
50,
60,
68,
110,
96,
66,
88,
108,
94,
78,
71,
435,
107,
66,
85,
77,
69,
125,
107,
561,
314,
211,
165,
143,
123,
305,
123,
79,
223,
120,
47,
72,
107,
58,
70,
64,
74,
86,
124,
202,
70,
103,
89,
49,
90,
105,
150,
84,
84,
68,
47,
53,
97,
93,
64,
60,
51,
41,
78,
124,
144,
285,
338,
130,
83,
77,
80,
83,
64,
52,
86
] |
[
120,
75,
59,
70,
56,
61,
82,
89,
83,
59,
97,
55,
95,
77,
58,
56,
50,
87,
71,
137,
64,
73,
94,
96,
274,
480,
177,
119,
80,
84,
73,
68,
81,
80,
95,
88,
59,
71,
87,
84,
75,
67,
62,
74,
71,
77,
79,
113,
86,
61,
58,
77,
102,
70,
103,
111,
72,
64,
138,
136,
92,
77,
90,
69,
98,
100,
111,
122,
250,
107,
77,
67,
82,
108,
73,
69,
78,
56,
79,
76,
225,
82,
84,
141,
67,
56,
68,
86,
74,
114,
81,
77,
128,
164,
171,
119
] |
[
"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: -45.91%",
"予測される変化率: [カラム_0] 予測される変化率: -0.83%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.39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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -45.91%",
"Forecasted change rate: [column_0] Forecasted change rate: -0.83%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.39 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 76 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 76.",
"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 |
[
7,
14,
8,
5,
15,
17,
9,
10,
13,
7,
28,
24,
17,
12,
24,
19,
2,
10,
12,
7,
12,
13,
14,
6,
11,
14,
18,
19,
13,
8,
7,
11,
10,
13,
7,
8,
12,
14,
5,
11,
16,
9,
14,
15,
12,
8,
32,
17,
9,
15,
17,
10,
7,
12,
8,
18,
13,
16,
23,
5,
15,
18,
26,
16,
22,
32,
41,
34,
21,
37,
10,
24,
35,
36,
77,
98,
58,
19,
14,
19,
8,
14,
17,
9,
5,
16,
12,
7,
10,
23,
16,
13,
8,
13,
8,
10,
56,
130,
117,
71,
52,
29,
23,
50,
58,
26,
33,
11,
9,
14,
19,
12,
14,
13,
7,
9,
7,
8,
12,
20,
10,
1426,
1058,
188,
151,
74,
53,
32,
31,
10,
13,
29,
9,
15,
13,
10,
3,
7,
15,
8,
48,
35,
27,
33,
39,
30,
15,
9,
12,
7,
12,
18,
24,
18,
35,
68,
18,
25,
16,
8,
14,
8,
12,
7,
10,
12,
13,
58,
39,
27,
27,
11,
8,
8,
18,
16,
18,
11,
18,
20,
55,
59,
16,
10,
13,
11,
6,
18,
12,
21,
17,
5639,
4214,
658,
446,
202,
133,
99,
62,
23,
13,
35,
26,
22,
15,
18,
9,
20,
14,
10,
22,
21,
22,
30,
19,
19,
3,
17,
18,
14,
6,
24,
17,
35,
38,
8,
5,
6,
9,
19,
9,
10,
14,
17,
11,
15,
19,
7,
17,
9,
25,
26,
33,
28,
19,
34,
15,
10,
11,
12,
5,
12,
19,
8,
15,
9,
14,
10,
14,
14,
12,
10,
11,
8,
11,
9,
20,
13,
13,
15,
16,
9,
6,
7,
8,
28,
11,
23,
14,
16,
17,
6,
14,
8,
8,
17,
7,
14,
17,
21,
11,
10,
12,
14,
14,
13,
8,
20,
8,
14,
13,
10,
7,
12,
31,
13,
40,
19,
27,
30,
28,
21,
22,
41,
32,
13,
20,
29,
23,
9,
26,
38,
53,
69,
20,
54,
68,
54,
73,
68,
58,
37,
68,
48,
18,
20,
17,
20,
14,
12,
7,
20,
15,
22,
26,
8,
21,
9,
10,
14,
15,
19,
10,
14,
13,
6,
10,
19,
8,
12,
9,
12,
14,
6,
9,
11,
15,
5,
9,
11,
8,
16,
10,
7,
10,
16,
10,
20,
12,
9,
8,
11,
9,
9,
8,
9,
24,
17,
28,
37,
52,
55,
49,
71,
153,
96,
102,
34,
212,
204,
230,
219,
138,
90,
30,
18,
22,
21,
41,
12,
10,
6,
13,
9,
11,
17,
13,
30,
10,
14,
9,
10,
9,
13,
9,
15,
14,
23,
13,
7,
27,
21,
24,
19,
52,
56,
23,
18,
19,
16,
25,
74,
18,
10,
15,
10,
11,
12,
14,
9,
6,
11,
12,
15,
7,
9,
4,
14,
28,
21,
20,
20,
8,
12,
8,
8,
17,
9,
20,
10,
14,
7,
14,
19,
11,
39,
13,
19,
20,
21,
13,
17,
14,
15,
42,
20,
12,
25,
15,
21,
19,
17,
16,
17,
25,
22,
37,
14,
17,
9,
22,
8,
21,
11,
15,
13,
11,
15,
26,
27,
12,
11
] |
[
15,
11,
14,
14,
14,
11,
18,
19,
10,
17,
15,
18,
19,
15,
12,
10,
14,
22,
18,
15,
19,
15,
30,
33,
36,
107,
27,
23,
14,
206,
14,
16,
10,
10,
4,
13,
31,
23,
19,
17,
12,
1478,
222,
27,
18,
11,
28,
13,
17,
10,
6,
22,
26,
25,
34,
16,
18,
11,
20,
16,
19,
29,
25,
18,
11,
9,
14,
22,
36,
13,
18,
23,
26,
14,
23,
12,
25,
37,
15,
10,
15,
13,
33,
15,
28,
39,
22,
17,
27,
39,
44,
29,
33,
38,
22,
27
] |
[
"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: 57.14%",
"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6.31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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 57.14%",
"Forecasted change rate: [column_0] Forecasted change rate: 80.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.31 times the mean)",
"Trend: [column_0] Trend intensification: downward 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 76 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 76.",
"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 |
[
443,
320,
299,
286,
426,
447,
463,
437,
453,
426,
358,
638,
453,
360,
513,
370,
477,
415,
508,
437,
359,
357,
420,
397,
360,
547,
470,
486,
502,
1057,
614,
511,
480,
442,
436,
420,
372,
543,
791,
775,
512,
574,
577,
712,
645,
1463,
4936,
1665,
1339,
1157,
931,
747,
605,
1301,
767,
665,
685,
635,
564,
567,
538,
651,
587,
663,
498,
544,
410,
545,
455,
469,
462,
455,
455,
503,
577,
447,
456,
448,
438,
501,
383,
591,
419,
385,
424,
466,
420,
459,
475,
552,
469,
463,
396,
407,
424,
488,
448,
412,
432,
1735,
430,
400,
406,
444,
415,
439,
424,
367,
385,
484,
378,
460,
383,
426,
339,
369,
478,
378,
425,
405,
405,
401,
327,
507,
421,
378,
379,
372,
350,
380,
489,
403,
389,
447,
385,
367,
349,
433,
346,
348,
418,
407,
370,
374,
553,
405,
387,
352,
403,
363,
446,
643,
507,
402,
609,
898,
623,
484,
519,
453,
428,
488,
447,
392,
410,
471,
694,
464,
420,
407,
573,
842,
933,
851,
980,
723,
511,
776,
772,
721,
1274,
1003,
1066,
735,
943,
778,
896,
711,
633,
564,
540,
513,
668,
696,
656,
712,
576,
602,
480,
439,
586,
552,
490,
480,
467,
424,
515,
537,
490,
455,
500,
470,
445,
499,
544,
468,
425,
434,
622,
460,
455,
448,
535,
446,
442,
386,
357,
431,
484,
533,
489,
582,
630,
482,
454,
525,
516,
443,
382,
433,
417,
480,
566,
445,
474,
542,
425,
435,
375,
631,
495,
476,
387,
376,
506,
454,
499,
553,
411,
536,
465,
446,
435,
454,
458,
377,
355,
317,
393,
379,
816,
526,
684,
526,
606,
791,
1219,
2025,
3073,
4845,
2361,
1527,
1258,
1048,
977,
853,
768,
756,
1053,
758,
1002,
754,
744,
531,
486,
479,
549,
504,
586,
956,
637,
480,
618,
466,
448,
455,
437,
770,
419,
431,
431,
375,
375,
372,
407,
410,
356,
377,
304,
621,
413,
355,
348,
894,
662,
538,
453,
383,
359,
358,
562,
445,
361,
483,
399,
389,
318,
449,
365,
314,
351,
2031,
3977,
1451,
666,
449,
426,
448,
514,
461,
333,
308,
1004,
409,
446,
369,
320,
315,
365,
311,
535,
1043,
557,
475,
1254,
686,
551,
412,
530,
875,
836,
467,
344,
354,
395,
483,
548,
481,
456,
402,
321,
499,
465,
357,
371,
358,
297,
335,
336,
462,
456,
393,
416,
399,
455,
675,
499,
515,
844,
449,
497,
410,
427,
439,
475,
382,
364,
326,
315,
271,
501,
405,
393,
341,
341,
318,
352,
347,
319,
369,
380,
321,
387,
325,
388,
401,
526,
433,
319,
305,
301,
348,
304,
283,
368,
369,
295,
316,
376,
335,
317,
290,
282,
265,
331,
381,
325,
319,
318,
365,
291,
269,
476,
767,
416,
346,
290,
281,
308,
354,
481,
386,
358,
289,
342,
429,
1390,
1078,
440,
619,
520,
353,
341,
344,
332,
367,
345,
293,
360,
284,
581,
371,
398,
345,
315,
382,
311,
324,
351,
379,
719,
536,
412,
340,
422,
517,
482,
318,
355,
364,
326,
633,
615,
354,
390,
504,
368,
339,
343,
422,
381,
363
] |
[
539,
436,
307,
439,
404,
781,
549,
510,
449,
347,
768,
482,
466,
460,
371,
373,
335,
358,
390,
375,
353,
389,
380,
341,
419,
467,
422,
499,
366,
248,
261,
296,
391,
419,
438,
575,
491,
444,
4709,
1792,
3797,
1390,
1015,
716,
779,
664,
571,
509,
477,
371,
493,
431,
546,
423,
420,
400,
445,
389,
317,
435,
394,
340,
354,
436,
407,
432,
650,
535,
501,
350,
424,
373,
355,
368,
360,
389,
297,
300,
251,
270,
396,
393,
327,
278,
322,
299,
298,
389,
381,
389,
470,
447,
370,
297,
491,
392
] |
[
"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: -18.06%",
"予測される変化率: [カラム_0] 予測される変化率: -27.27%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.82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: 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: downward",
"Historical change rate: [column_0] Historical change rate: -18.06%",
"Forecasted change rate: [column_0] Forecasted change rate: -27.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.82 times the mean)",
"Trend: [column_0] Trend intensification: downward 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 76 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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 76.",
"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 |
[
1448,
1820,
2354,
3565,
3342,
2053,
1593,
1751,
1690,
2590,
3130,
3017,
1939,
1768,
1757,
1764,
1935,
4186,
3768,
2507,
1830,
1886,
1840,
2203,
3523,
4066,
3528,
2443,
1984,
1735,
2037,
3073,
3180,
1937,
2112,
1815,
1722,
1825,
2522,
3081,
2699,
2538,
2456,
2641,
2551,
3392,
3645,
2283,
2233,
1905,
1821,
2153,
2711,
3264,
2117,
1942,
1701,
1519,
1802,
2522,
4697,
2553,
1852,
1752,
1522,
1714,
3276,
2681,
3206,
3077,
2986,
2388,
2513,
2724,
3448,
1915,
1580,
1630,
1629,
1885,
2304,
6317,
3042,
2037,
1910,
1758,
1863,
2096,
3521,
1753,
1506,
1470,
1205,
1388,
1918,
4169,
2487,
1826,
1570,
1688,
2082,
2540,
4867,
2776,
2175,
2027,
1741,
1932,
2946,
4871,
3639,
1722,
1616,
1644,
2832,
3362,
7054,
3998,
3394,
2626,
2708,
60736,
28314,
21033,
12270,
10077,
5374,
4656,
12592,
10270,
11237,
6083,
15699,
10868,
4152,
9221,
7442,
6517,
3930,
3256,
2887,
2498,
3144,
4722,
4386,
2624,
2355,
3359,
2547,
2661,
3618,
6031,
3282,
2209,
2071,
2054,
2254,
3007,
3087,
2561,
2104,
2960,
2497,
2874,
3464,
4795,
2788,
2093,
2005,
2160,
2816,
3229,
2860,
3903,
3910,
2912,
3981,
6385,
11334,
29844,
17500,
11775,
6377,
5745,
6647,
7246,
9433,
11106,
4680,
4448,
3198,
5379,
5618,
10389,
6940,
4713,
3632,
10497,
7819,
7033,
7483,
7459,
4387,
3440,
3254,
4329,
6219,
6921,
6764,
3805,
5040,
3874,
3700,
5245,
8411,
5367,
3150,
2771,
2771,
3126,
3949,
4910,
4316,
3178,
2605,
2605,
2993,
4350,
8698,
8351,
4291,
3334,
3423,
5275,
5560,
5788,
5529,
5615,
5361,
3772,
3555,
4868,
7476,
5923,
4132,
4098,
3774,
4319,
6562,
7796,
11015,
6427,
4082,
3659,
3897,
5413,
6713,
4960,
3608,
2869,
3472,
3416,
4626,
4946,
3583,
2658,
3213,
2940,
4012,
4243,
5805,
4419,
2700,
2426,
2629,
2813,
5695,
4106,
3028,
2586,
2383,
2326,
3117,
4149,
3945,
2674,
2325,
2057,
1844,
2140,
2911,
3156,
2683,
2531,
2421,
2532,
2508,
3724,
4057,
2694,
2144,
2459,
2168,
2114,
2725,
4168,
2828,
1966,
1952,
2188,
1958,
3619,
3371,
2077,
1628,
1676,
1639,
1865,
2605,
3273,
2126,
1708,
1661,
1553,
1829,
2528,
3951,
1892,
1606,
1844,
1406,
2077,
4155,
3482,
4408,
2317,
1987,
1703,
2385,
3349,
4462,
2342,
1744,
1782,
1757,
2111,
3784,
2721,
2010,
1815,
1839,
1629,
1820,
2691,
3059,
1725,
1544,
1422,
1764,
1787,
2786,
2930,
2221,
1894,
2188,
2237,
2171,
2894,
3747,
2454,
2027,
1643,
2225,
2550,
2933,
3022,
2222,
2132,
2195,
2306,
2056,
3020,
3134,
1985,
1562,
1578,
1846,
2002,
2460,
2770,
1933,
1933,
1835,
3309,
2331,
3649,
4219,
3623,
2130,
2086,
1949,
3992,
2617,
3030,
2107,
2186,
2265,
1869,
2149,
2802,
3111,
2139,
1750,
1709,
2058,
2229,
3387,
2961,
2267,
2031,
2006,
2142,
2216,
2825,
3628,
3336,
2809,
2140,
2000,
2939,
4716,
5759,
6831,
3673,
2452,
2368,
2682,
3146,
3119,
2538,
1844,
1945,
1917,
1986,
3038,
3152,
17004,
6643,
3500,
2459,
2506,
3832,
4391,
2304,
1867,
2037,
2268,
2261,
2827,
3743,
2362,
2006,
1691,
1736,
1904,
3088,
3793,
2493,
1878,
1860,
2299,
3318,
4465,
4406,
3146,
2719,
1926,
2080,
2143,
3307,
4933,
2453,
2274,
1742,
1878,
2411,
3535,
3595,
1981,
12175,
3696,
2546,
2514,
3277,
4082,
3606,
2211,
1580,
1716,
2642,
4082,
4510,
2406,
2223,
1879,
2042,
2857,
4276,
4944,
3607,
2277,
2791
] |
[
2654,
3408,
3704,
4442,
2741,
2323,
2072,
2175,
2543,
3380,
3599,
2984,
2148,
2070,
2117,
2426,
3763,
4881,
2513,
2114,
2329,
2157,
1931,
2950,
4319,
2971,
2469,
2538,
2775,
3422,
16453,
10328,
8749,
13428,
13780,
15141,
10788,
12467,
12434,
10372,
5425,
4165,
4273,
4208,
5288,
5785,
4678,
8573,
10570,
9032,
6025,
5497,
4972,
3761,
2861,
2446,
2389,
3230,
3761,
6758,
2911,
2494,
2318,
2304,
2974,
5334,
5780,
3118,
2342,
2141,
2177,
2873,
4532,
5187,
2809,
2286,
2035,
2232,
3055,
3275,
3816,
2565,
2110,
2177,
2038,
2543,
3272,
3512,
2664,
2422,
2070,
3427,
3234,
7923,
5734,
4954
] |
[
"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: 92.75%",
"予測される変化率: [カラム_0] 予測される変化率: 86.66%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.98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: 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: 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: 92.75%",
"Forecasted change rate: [column_0] Forecasted change rate: 86.66%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.98 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"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 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] 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 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 |
[
502,
524,
1114,
745,
645,
592,
481,
549,
932,
706,
726,
721,
707,
646,
537,
646,
560,
599,
584,
630,
525,
574,
490,
425,
391,
389,
431,
443,
676,
463,
409,
385,
412,
755,
490,
640,
616,
1517,
990,
821,
986,
703,
729,
947,
912,
815,
871,
752,
873,
880,
598,
546,
667,
630,
600,
566,
631,
587,
556,
783,
992,
707,
504,
528,
540,
556,
668,
639,
628,
484,
759,
1146,
683,
577,
763,
705,
590,
710,
666,
523,
598,
586,
594,
646,
741,
517,
564,
634,
691,
541,
577,
444,
409,
520,
564,
676,
584,
538,
582,
545,
495,
679,
675,
761,
531,
525,
511,
468,
650,
728,
733,
611,
748,
643,
570,
632,
674,
515,
501,
506,
465,
520,
549,
622,
529,
552,
461,
421,
492,
540,
759,
547,
503,
557,
436,
515,
522,
590,
527,
476,
500,
412,
403,
472,
581,
604,
510,
399,
458,
449,
476,
536,
407,
392,
419,
332,
405,
423,
411,
391,
363,
318,
378,
425,
457,
474,
486,
416,
405,
409,
395,
488,
557,
443,
482,
527,
403,
380,
433,
480,
384,
486,
435,
807,
472,
503,
607,
645,
563,
465,
424,
420,
477,
541,
564,
454,
442,
431,
458,
512,
564,
515,
451,
464,
473,
401,
520,
581,
565,
533,
513,
481,
435,
601,
709,
491,
457,
444,
452,
456,
496,
600,
447,
431,
493,
523,
470,
517,
503,
452,
603,
419,
443,
462,
513,
616,
487,
506,
493,
452,
389,
766,
625,
520,
608,
490,
520,
593,
612,
577,
536,
563,
544,
507,
540,
516,
642,
464,
498,
643,
405,
509,
502,
723,
563,
495,
524,
415,
384,
458,
441,
440,
470,
438,
390,
337,
413,
514,
388,
372,
389,
443,
391,
406,
404,
363,
462,
462,
460,
446,
461,
641,
438,
609,
582,
542,
489,
779,
665,
490,
504,
629,
485,
669,
833,
711,
607,
723,
631,
720,
620,
708,
784,
723,
661,
687,
761,
766,
754,
796,
709,
711,
792,
752,
627,
722,
814,
664,
648,
727,
848,
1307,
1339,
1425,
1241,
1027,
945,
913,
698,
881,
920,
747,
698,
694,
981,
1714,
1099,
967,
767,
644,
737,
664,
783,
709,
1442,
1465,
865,
961,
1030,
676,
656,
668,
627,
679,
772,
984,
1042,
842,
2373,
934,
811,
3094,
3612,
2322,
2333,
2206,
1338,
1474,
2348,
2288,
1546,
1468,
1236,
1088,
1139,
2015,
2284,
1028,
966,
842,
614,
716,
1600,
1519,
1669,
1661,
1440,
1175,
1715,
2218,
2128,
1313,
1366,
1354,
1648,
3144,
2595,
2541,
2023,
2615,
2394,
5892,
5554,
3437,
2758,
1990,
1881,
1891,
1403,
1262,
2994,
3436,
2043,
1826,
1649,
1330,
1246,
2131,
1839,
1865,
1766,
1480,
1349,
1167,
2211,
1691,
1370,
1283,
1401,
1137,
1704,
2001,
1870,
1416,
1275,
1476,
1645,
1070,
2130,
2263,
1305,
1398,
1305,
1067,
938,
942,
878,
771,
866,
823,
738,
752,
655,
665,
716,
747,
754,
767,
622,
670,
617,
796,
856,
713,
929,
651,
629,
514,
566,
611,
756,
604,
583,
507,
496,
679,
645,
583,
522,
443,
594,
544,
518,
522,
621,
482,
602,
378,
511,
1194,
928,
741,
634,
539,
472,
495,
550,
643,
536,
558,
503,
584
] |
[
406,
613,
640,
632,
553,
444,
424,
380,
2650,
773,
864,
490,
524,
578,
398,
436,
459,
440,
412,
426,
397,
366,
356,
481,
677,
399,
375,
429,
437,
431,
429,
583,
412,
413,
371,
481,
447,
479,
497,
456,
559,
569,
566,
517,
578,
585,
654,
475,
599,
3101,
1666,
1508,
1284,
925,
999,
787,
735,
700,
1042,
898,
727,
623,
681,
592,
559,
731,
751,
532,
565,
531,
460,
455,
680,
898,
638,
536,
506,
572,
617,
633,
667,
555,
462,
567,
463,
417,
899,
659,
541,
489,
482,
510,
529,
631,
929,
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: 16.33%",
"予測される変化率: [カラム_0] 予測される変化率: 23.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.74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: 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: 16.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 23.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.74 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 50",
"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 58 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 58.",
"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 |
[
246,
243,
254,
375,
367,
267,
293,
340,
427,
292,
204,
223,
355,
323,
305,
565,
329,
268,
359,
266,
307,
296,
243,
254,
177,
234,
244,
284,
257,
226,
209,
287,
225,
180,
227,
256,
386,
280,
231,
315,
261,
286,
246,
312,
238,
244,
239,
277,
365,
323,
280,
216,
214,
203,
260,
352,
626,
654,
430,
521,
366,
357,
354,
383,
362,
346,
229,
296,
388,
497,
465,
545,
362,
248,
285,
483,
466,
481,
779,
636,
369,
369,
630,
699,
718,
744,
1018,
496,
484,
674,
745,
802,
799,
749,
321,
371,
721,
772,
854,
824,
785,
388,
334,
609,
864,
869,
781,
727,
316,
428,
907,
911,
915,
898,
768,
309,
453,
1002,
1020,
818,
930,
2134,
340,
517,
921,
909,
896,
941,
830,
423,
510,
902,
1245,
747,
873,
825,
396,
579,
871,
923,
834,
873,
871,
383,
469,
890,
872,
544,
263,
254,
341,
448,
819,
900,
953,
998,
887,
396,
520,
1032,
1043,
1034,
1096,
1137,
432,
484,
950,
1069,
1092,
946,
720,
275,
251,
625,
400,
285,
165,
128,
145,
202,
234,
237,
254,
212,
248,
262,
321,
512,
685,
657,
814,
771,
317,
588,
259994,
47803,
4722,
2228,
1852,
984,
1755,
994,
4443,
3098,
1409,
973,
2098,
590,
1003,
3192,
1613,
982,
959,
456,
607,
972,
1143,
1094,
1105,
1038,
514,
608,
1068,
1094,
1302,
1216,
955,
428,
446,
663,
1001,
1014,
1053,
1011,
520,
642,
1165,
1240,
1203,
1206,
1013,
619,
785,
1182,
1366,
1274,
1303,
1061,
507,
653,
1180,
1430,
1189,
1109,
1088,
475,
629,
1155,
1162,
1061,
924,
767,
319,
526,
692,
781,
955,
818,
465,
329,
404,
575,
663,
698,
691,
622,
483,
603,
868,
848,
842,
616,
527,
324,
359,
624,
1438,
1212,
856,
686,
356,
380,
777,
573,
2345,
5032,
1731,
775,
666,
880,
938,
862,
860,
626,
453,
462,
752,
691,
626,
790,
752,
340,
397,
661,
692,
654,
647,
595,
308,
409,
867,
860,
703,
766,
603,
324,
387,
621,
633,
546,
625,
423,
277,
340,
389,
556,
499,
475,
404,
303,
322,
423,
519,
626,
559,
546,
309,
292,
362,
345,
409,
311,
301,
266,
263,
301,
278,
316,
320,
446,
290,
240,
293,
271,
313,
245,
217,
278,
395,
306,
324,
305,
323,
300,
386,
322,
311,
268,
298,
296,
266,
222,
212,
262,
279,
245,
264,
320,
315,
301,
345,
378,
493,
519,
625,
440,
473,
413,
394,
352,
424,
300,
230,
272,
272,
214,
289,
251,
222,
201,
229,
259,
224,
213,
386,
324,
202,
238,
281,
273,
295,
284,
863,
933,
479,
427,
391,
382,
330,
644,
262,
287,
309,
958,
488,
529,
394,
264,
353,
377,
454,
747,
508,
455,
341,
397,
578,
608,
578,
665,
523,
300,
367,
680,
738,
806,
763,
592,
357,
379,
627,
769,
711,
678,
663,
340,
414,
684,
884,
892,
1101,
745,
371,
478,
926,
963,
779,
1071,
733,
395,
505,
959,
1034,
1056,
1061,
882,
436,
502,
904,
940,
994,
999,
869,
588,
717,
1525,
4946,
2312,
1164,
813,
500,
591,
978,
935,
1042,
1026,
900,
373,
625,
808,
772,
478
] |
[
304,
288,
332,
522,
839,
841,
946,
944,
794,
415,
515,
914,
943,
832,
886,
774,
485,
541,
1231,
954,
963,
847,
818,
357,
383,
573,
575,
597,
800,
276,
208,
164,
219,
238,
282,
301,
260,
362,
239,
413,
476,
545,
577,
588,
338,
411,
721,
817,
1467,
1053,
727,
414,
501,
617,
866,
884,
1114,
1029,
1054,
1533,
1471,
1595,
1095,
1086,
1014,
469,
528,
921,
937,
1119,
1151,
1002,
512,
574,
1004,
1108,
1217,
1172,
1124,
498,
679,
1106,
1155,
1142,
1175,
973,
483,
440,
690,
1003,
1029,
1053,
907,
441,
646,
1158
] |
[
"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: 94.31%",
"予測される変化率: [カラム_0] 予測される変化率: 280.92%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の9.15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: 37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: upward",
"Historical change rate: [column_0] Historical change rate: 94.31%",
"Forecasted change rate: [column_0] Forecasted change rate: 280.92%",
"Volatility: [column_0] Volatility: high (standard deviation is 9.15 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 37",
"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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3845,
3923,
3903,
4057,
4473,
3785,
3600,
4061,
3509,
3296,
4179,
4972,
4125,
3777,
3415,
3683,
3714,
4044,
4388,
3796,
3391,
3166,
3678,
3576,
3812,
4259,
3454,
3249,
3102,
3224,
3025,
3472,
3762,
2955,
3150,
2816,
2807,
2751,
3193,
3831,
3094,
2744,
2660,
2663,
2785,
3396,
3780,
3150,
2790,
2803,
3009,
2849,
3366,
3762,
3004,
2946,
2847,
2910,
2973,
3493,
4119,
3299,
2744,
2446,
3013,
2897,
3105,
3446,
3455,
2949,
2616,
2493,
2558,
3045,
3463,
2775,
2515,
2392,
2294,
2672,
2866,
3336,
2704,
2205,
2174,
2152,
2343,
2763,
3147,
2659,
2670,
2613,
2424,
2628,
3381,
3746,
2963,
2501,
2342,
2242,
2368,
2805,
3055,
2578,
2222,
1978,
1969,
2192,
2603,
2893,
2167,
1991,
1960,
1848,
2137,
2637,
2802,
2202,
2261,
2064,
1856,
1916,
1950,
2349,
1997,
1992,
2060,
1910,
1967,
2367,
2731,
2089,
1737,
1724,
1715,
1688,
2152,
2623,
2013,
1720,
1822,
1774,
1732,
2022,
2348,
1935,
2226,
1895,
1884,
2292,
3026,
3091,
2609,
2290,
2322,
2006,
2079,
2668,
2866,
2564,
2348,
2434,
3717,
3523,
3695,
3801,
3154,
2833,
2713,
2397,
2416,
2883,
3232,
2890,
2882,
2777,
2426,
2794,
5146,
6300,
5232,
5104,
4732,
4085,
4631,
5656,
6060,
5489,
4657,
4437,
4512,
4678,
5706,
8215,
11837,
5566,
5000,
4129,
3790,
4480,
5083,
5502,
3889,
3498,
3140,
3179,
4235,
4903,
3857,
3202,
3017,
3119,
3311,
3518,
4422,
3129,
2668,
2633,
2431,
2432,
3250,
3883,
2786,
2570,
2480,
3168,
3419,
3737,
5505,
4849,
3259,
3209,
3008,
2830,
3440,
4129,
3004,
2401,
2603,
2813,
3095,
3703,
4082,
2767,
2506,
2552,
2337,
2220,
2745,
3480,
2715,
2225,
2400,
2361,
2144,
2988,
3520,
2904,
2520,
2140,
2257,
2212,
2710,
3923,
3159,
2588,
2515,
2583,
3044,
4100,
4694,
4120,
3837,
3103,
3021,
3537,
7807,
10881,
8476,
7232,
7954,
9031,
11277,
19342,
31212,
17948,
11817,
10141,
9114,
8641,
11743,
18500,
11763,
9525,
8090,
7525,
7492,
9909,
14107,
9137,
6992,
6285,
5988,
5567,
7556,
12389,
8396,
6391,
5373,
5186,
4533,
5908,
10373,
6921,
5645,
4825,
4653,
4777,
6117,
11218,
7338,
5308,
4954,
4442,
4232,
5987,
11580,
7394,
5629,
4562,
4833,
4397,
5870,
9833,
8134,
6318,
5469,
5499,
4750,
6193,
10544,
7220,
5730,
5603,
5251,
4662,
6327,
10023,
6949,
5188,
4746,
4512,
4121,
5058,
8211,
5502,
4564,
4338,
4269,
3994,
5519,
12257,
6887,
5471,
5145,
4793,
4901,
6562,
8315,
6525,
5590,
4771,
4654,
4866,
7669,
18899,
11980,
7970,
7066,
6034,
5292,
7147,
6969,
5301,
4278,
4386,
3741,
3637,
4314,
4896,
4245,
3625,
3842,
3411,
3254,
3626,
4723,
3992,
3636,
3539,
3195,
3068,
3252,
3666,
2983,
2752,
2969,
2652,
2772,
3022,
3464,
3020,
2697,
2884,
2749,
2717,
3330,
3863,
3019,
2729,
2835,
2781,
3042,
3389,
3877,
3408,
3009,
2794,
2710,
3097,
3300,
3765,
3447,
3022,
3229,
2879,
2989,
3535,
3808,
3041,
2567,
2702,
2343,
2260,
3051,
3405,
2873,
2497,
2568,
2221,
2113,
2725,
3046,
2557,
2127,
2336,
2428,
2580,
2842,
3202,
2903,
2533,
2503,
2348,
2492,
3099,
3908,
2907,
2762,
3091,
2717,
2650,
3457,
3928,
2998,
2768,
3742,
3738,
3014,
3439,
3835,
3051,
2920,
2600,
3617,
2817,
5593,
4243,
3320,
3183,
2973,
3265,
2898,
3497,
4142,
3279,
2640,
2004,
2845,
2718,
3297,
3804,
3039,
2733,
2733,
2787,
2542,
3044,
3859,
2936,
2560,
2440
] |
[
3187,
3092,
3448,
4169,
3122,
2661,
2388,
2485,
2401,
3052,
3706,
3020,
2717,
2592,
3856,
2796,
2999,
3548,
3609,
2787,
2630,
3049,
2771,
2993,
3395,
2889,
2994,
2883,
3537,
2935,
2521,
2657,
3670,
4282,
4242,
4561,
4572,
3996,
4564,
5470,
4159,
3615,
4475,
3914,
4419,
6435,
5801,
3635,
3211,
3190,
3252,
3711,
4238,
3422,
3341,
3043,
4570,
3742,
3785,
4378,
3680,
2954,
2918,
2804,
2938,
3525,
3927,
3160,
2721,
2601,
2550,
2556,
3182,
3653,
2798,
2738,
2662,
2583,
2460,
3150,
3564,
2768,
2775,
3192,
2479,
2320,
2857,
3376,
2747,
2470,
2454,
2294,
2398,
3117,
3532,
2450
] |
[
"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: -36.54%",
"予測される変化率: [カラム_0] 予測される変化率: -23.13%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.63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: -36.54%",
"Forecasted change rate: [column_0] Forecasted change rate: -23.13%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.63 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 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 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 strong at lag 6.",
"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 |
[
81,
79,
65,
76,
80,
62,
115,
107,
70,
94,
102,
94,
45,
80,
63,
76,
64,
63,
66,
86,
142,
111,
72,
54,
55,
55,
44,
69,
42,
34,
46,
36,
48,
61,
55,
59,
80,
66,
56,
72,
59,
61,
55,
60,
67,
67,
59,
56,
63,
41,
85,
69,
66,
74,
62,
64,
65,
118,
72,
71,
68,
49,
63,
84,
51,
57,
60,
83,
57,
68,
84,
45,
60,
70,
79,
42,
72,
53,
54,
73,
66,
77,
60,
77,
78,
96,
64,
59,
78,
50,
68,
50,
57,
55,
53,
52,
51,
60,
53,
87,
90,
70,
84,
76,
54,
61,
51,
63,
64,
83,
78,
76,
81,
74,
88,
66,
72,
66,
73,
68,
46,
62,
60,
80,
55,
79,
41,
53,
37,
61,
67,
66,
64,
63,
54,
55,
60,
59,
61,
51,
73,
47,
65,
72,
72,
64,
52,
66,
66,
61,
53,
163,
59,
62,
60,
72,
45,
58,
93,
64,
52,
46,
63,
47,
57,
63,
76,
61,
61,
49,
64,
65,
75,
47,
64,
77,
58,
69,
80,
79,
71,
83,
81,
119,
129,
235,
192,
127,
112,
234,
136,
135,
158,
293,
294,
200,
115,
142,
110,
202,
200,
168,
185,
122,
115,
127,
140,
209,
123,
152,
123,
90,
103,
153,
172,
120,
136,
91,
88,
107,
130,
191,
118,
105,
96,
101,
68,
125,
189,
149,
138,
175,
113,
93,
140,
212,
121,
118,
109,
91,
85,
96,
249,
96,
133,
120,
86,
115,
108,
183,
141,
113,
116,
104,
89,
131,
196,
108,
153,
198,
101,
100,
126,
251,
239,
145,
152,
189,
190,
207,
292,
189,
173,
172,
106,
106,
162,
254,
152,
154,
148,
124,
131,
182,
234,
154,
139,
156,
90,
125,
139,
214,
159,
133,
147,
116,
142,
181,
272,
153,
121,
125,
104,
175,
168,
188,
185,
156,
184,
211,
148,
221,
312,
320,
179,
126,
112,
143,
142,
270,
192,
157,
156,
122,
123,
281,
263,
179,
159,
145,
141,
120,
131,
169,
115,
102,
130,
109,
121,
153,
184,
129,
117,
113,
158,
85,
111,
201,
134,
137,
101,
91,
79,
124,
201,
134,
133,
118,
101,
115,
127,
168,
156,
111,
133,
99,
94,
164,
190,
119,
135,
108,
119,
94,
191,
230,
142,
250,
143,
126,
128,
250,
313,
231,
169,
104,
92,
90,
126,
151,
102,
98,
96,
84,
101,
131,
129,
123,
101,
97,
91,
96,
106,
135,
94,
109,
82,
101,
86,
102,
145,
169,
120,
113,
84,
101,
110,
185,
146,
166,
103,
121,
118,
124,
262,
226,
166,
148,
131,
124,
5375,
1574,
793,
1418,
409,
520,
357,
249,
448,
330,
215,
192,
193,
310,
350,
696,
584,
325,
282,
335,
245,
313,
578,
323,
265,
203,
186,
166,
284,
809,
524,
334,
275,
258,
240,
357,
1403,
899,
509,
361,
197,
213,
672,
4515,
1484,
838,
665,
387,
383,
715,
1959,
1099,
674,
479,
365,
380,
545,
8278,
2803,
1495,
1062,
1176,
698,
1689,
4852,
2339,
1364,
847,
703,
519,
1402,
10933,
4740,
2272,
1557,
1552,
966,
2439,
2698,
1367,
881,
1023
] |
[
529,
936,
4336,
2481,
1143,
743,
512,
497,
498,
778,
2484,
1144,
783,
515,
419,
466,
677,
13381,
7185,
2912,
1878,
1271,
1088,
2761,
2581,
1521,
1078,
823,
589,
709,
767,
587,
381,
350,
352,
404,
1063,
456,
362,
481,
389,
369,
307,
248,
335,
354,
396,
213,
206,
198,
205,
243,
246,
172,
148,
160,
171,
182,
193,
169,
136,
127,
142,
105,
129,
199,
198,
109,
105,
116,
129,
114,
171,
145,
121,
128,
140,
134,
118,
180,
129,
108,
88,
78,
90,
112,
171,
162,
78,
69,
60,
85,
78,
94,
110,
89
] |
[
"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: 1162.96%",
"予測される変化率: [カラム_0] 予測される変化率: -83.18%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.76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: 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: 1162.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -83.18%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.76 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
513,
503,
513,
425,
812,
553,
553,
536,
683,
567,
434,
588,
875,
1080,
644,
543,
1054,
770,
846,
1100,
880,
678,
1240,
674,
719,
946,
575,
607,
592,
527,
463,
460,
505,
490,
612,
492,
495,
462,
487,
583,
552,
590,
496,
524,
549,
492,
1882,
774,
667,
557,
629,
529,
539,
649,
574,
554,
565,
561,
445,
567,
527,
512,
766,
552,
525,
528,
544,
493,
533,
548,
581,
527,
498,
524,
515,
549,
561,
527,
503,
543,
519,
538,
529,
559,
569,
606,
502,
520,
606,
558,
557,
507,
478,
601,
523,
545,
582,
599,
683,
619,
640,
519,
508,
527,
580,
582,
569,
538,
500,
600,
616,
644,
552,
658,
549,
545,
584,
587,
600,
575,
570,
544,
458,
508,
681,
654,
648,
554,
611,
538,
748,
652,
635,
819,
1282,
1076,
580,
703,
4100,
1267,
889,
800,
710,
657,
1299,
839,
714,
767,
760,
592,
518,
733,
775,
699,
679,
638,
621,
594,
802,
675,
763,
719,
664,
668,
573,
661,
695,
732,
796,
706,
647,
621,
701,
700,
616,
644,
549,
687,
598,
643,
585,
934,
708,
477,
654,
665,
745,
682,
738,
789,
737,
716,
701,
728,
727,
800,
830,
2117,
1007,
793,
1740,
977,
790,
730,
728,
938,
741,
770,
805,
747,
829,
728,
706,
712,
1184,
731,
665,
703,
672,
656,
596,
743,
614,
655,
757,
731,
954,
649,
1014,
785,
652,
653,
742,
1458,
839,
790,
873,
923,
877,
724,
681,
706,
689,
670,
718,
761,
716,
1085,
745,
785,
728,
685,
928,
750,
651,
548,
666,
675,
726,
748,
646,
805,
880,
673,
657,
540,
577,
600,
744,
568,
732,
671,
1281,
841,
647,
629,
550,
604,
624,
646,
669,
723,
640,
568,
673,
592,
616,
614,
671,
629,
618,
1421,
819,
717,
611,
644,
761,
593,
907,
742,
756,
738,
663,
659,
566,
562,
624,
1069,
620,
561,
449,
454,
567,
906,
715,
763,
746,
658,
578,
637,
657,
1236,
3429,
1138,
880,
705,
678,
725,
767,
692,
631,
566,
538,
588,
790,
697,
763,
789,
623,
504,
555,
587,
605,
667,
690,
593,
642,
648,
562,
604,
654,
594,
787,
546,
648,
562,
649,
594,
568,
488,
577,
577,
615,
684,
721,
690,
606,
537,
499,
565,
656,
600,
525,
517,
507,
529,
597,
618,
607,
638,
600,
467,
701,
647,
618,
593,
598,
574,
522,
570,
592,
620,
648,
603,
569,
512,
564,
534,
563,
530,
557,
557,
472,
478,
670,
700,
992,
595,
571,
469,
583,
593,
757,
610,
631,
564,
556,
591,
691,
644,
644,
672,
824,
523,
597,
644,
620,
632,
634,
608,
562,
626,
619,
570,
657,
658,
559,
489,
778,
746,
790,
744,
612,
661,
564,
752,
586,
766,
733,
651,
557,
518,
521,
1038,
723,
712,
665,
601,
609,
836,
4117,
871,
1155,
880,
660,
651,
661,
1709,
964,
784,
859,
681,
646,
769,
799,
695,
695,
721,
670,
677,
735,
676,
691,
719,
628,
656,
561,
612,
528,
655,
902,
705,
654,
526,
706,
656,
648,
651,
682,
685,
611,
559,
540,
557,
569,
570,
539,
484,
585,
682,
1145,
737
] |
[
648,
585,
589,
856,
596,
806,
649,
699,
635,
522,
542,
519,
665,
598,
494,
544,
588,
614,
655,
1014,
1629,
1986,
623,
522,
650,
629,
533,
558,
417,
491,
485,
2932,
681,
636,
522,
453,
419,
381,
566,
471,
529,
503,
515,
405,
446,
678,
561,
675,
676,
633,
533,
638,
518,
532,
663,
513,
496,
547,
438,
644,
548,
530,
556,
522,
459,
724,
607,
470,
541,
552,
464,
494,
464,
491,
536,
561,
556,
730,
532,
549,
620,
666,
547,
606,
577,
590,
542,
630,
820,
781,
658,
697,
616,
551,
580,
629
] |
[
"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: 43.66%",
"予測される変化率: [カラム_0] 予測される変化率: -2.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.45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: 43.66%",
"Forecasted change rate: [column_0] Forecasted change rate: -2.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.45 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 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 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 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 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 92."
]
}
|
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,
1,
0,
0,
29,
55,
46,
28,
25,
23,
32,
47,
44,
37,
40,
20,
29,
16,
61,
57,
37,
39,
30,
32,
19,
37,
32,
17,
11,
19,
13,
22,
31,
30,
43,
16,
14,
13,
7,
15,
21,
31,
21,
21,
21,
20,
17,
37,
15,
8,
10,
10,
16,
26,
37,
44,
15,
14,
19,
15,
25,
30,
25,
13,
13,
17,
17,
12,
17,
22,
18,
13,
20,
15,
12,
32,
29,
22,
21,
22,
10,
15,
28,
25,
22,
24,
22,
12,
12,
25,
26,
13,
17,
25,
28,
35,
118,
75,
58,
87,
89,
92,
69,
82,
76,
46,
60,
49,
57,
48,
76,
86,
57,
51,
64,
48,
80,
112,
101,
51,
60,
69,
46,
64,
90,
77,
58,
53,
44,
66,
77,
95,
119,
64,
77,
125,
54,
71,
118,
98,
80,
86,
71,
81,
80,
110,
145,
75,
81,
89,
112,
172,
203,
253,
169,
137,
129,
299,
259,
192,
658,
203,
247,
303,
433,
315,
234,
252,
147,
151,
195,
157,
118,
163,
153,
110,
94,
103,
68,
140,
126,
146,
116,
109,
116,
188,
154,
149,
190,
138,
159,
137,
131,
118,
167,
227,
126,
124,
96,
100,
103,
132,
163,
141,
89,
101,
97,
97,
131,
136,
112,
93,
95,
105,
103,
111,
176,
228,
142,
171,
221,
121,
116,
131,
87,
79,
80,
100,
89,
127,
156,
295,
283,
274,
272,
290,
275,
350,
204,
183,
170,
146,
211,
247,
298,
142,
109,
125,
118,
166,
174,
230,
104,
102,
117,
101,
174,
164,
221,
124,
134,
97,
124,
158,
152,
190,
154,
101,
98,
95,
82,
142,
199,
170,
150,
105,
141,
104,
107,
152,
139,
134,
103,
150,
143,
216,
175,
102,
118,
99,
86,
133,
170,
188,
103,
87,
92,
115,
114,
162,
178,
170,
114,
126,
145,
120,
192,
207,
225,
194,
121,
129,
131,
182,
287,
217,
192,
182,
206,
189,
264,
291,
268,
266,
239,
256,
243,
291,
1000,
360,
340,
364,
365,
396,
419,
1046,
536,
491,
504,
570,
668,
800,
1586,
830,
672,
814,
1883,
1842,
2046,
2418,
1737,
1458,
1332,
1241,
1154,
1261,
1343,
1075,
943,
871,
731,
766,
793,
739,
595,
548,
671,
590,
464,
616,
589,
623,
485,
511,
352,
335,
354,
368,
275,
244,
238,
228,
277,
292,
257,
235,
233,
247,
227,
255,
291,
290,
269,
342,
355,
268,
256,
347,
414,
272,
254,
281,
266,
267,
339,
447,
241,
232,
209,
160,
202,
277,
312,
239,
190,
210,
191,
203,
220,
317,
214,
203,
172,
168,
422,
616,
687,
368,
346,
328,
305,
380,
511,
539,
256,
247,
264,
271,
335,
364,
378,
245,
228,
273,
198,
228,
323,
330,
224,
200,
168,
154,
236,
279,
296,
201,
168,
210,
232,
321,
337,
289,
167,
178,
126,
191,
147,
276,
225,
163,
119,
116,
141,
190,
241,
253,
156,
139,
140
] |
[
107,
139,
218,
195,
144,
135,
127,
146,
166,
196,
248,
177,
144,
130,
137,
163,
187,
241,
150,
122,
103,
128,
166,
227,
204,
145,
146,
121,
133,
134,
190,
222,
160,
119,
150,
122,
128,
132,
292,
668,
593,
495,
469,
298,
386,
394,
264,
239,
315,
252,
193,
230,
199,
174,
123,
142,
106,
154,
160,
161,
137,
112,
100,
103,
119,
183,
157,
94,
86,
84,
78,
111,
104,
144,
79,
93,
95,
82,
92,
139,
160,
102,
85,
82,
87,
105,
171,
162,
93,
89,
109,
112,
133,
134,
148,
77
] |
[
"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: 13900.00%",
"予測される変化率: [カラム_0] 予測される変化率: -28.04%",
"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: 40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: 13900.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -28.04%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.32 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 40",
"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 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 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 |
[
633,
728,
708,
628,
619,
814,
721,
715,
831,
806,
687,
1591,
882,
1044,
706,
764,
730,
632,
790,
700,
607,
679,
602,
607,
459,
659,
508,
494,
474,
482,
503,
357,
588,
553,
588,
598,
592,
675,
528,
496,
686,
648,
520,
664,
589,
705,
898,
721,
702,
670,
409,
409,
452,
545,
531,
476,
460,
477,
610,
800,
585,
477,
432,
463,
433,
952,
762,
655,
533,
512,
522,
411,
458,
464,
527,
758,
478,
499,
564,
489,
548,
450,
551,
545,
574,
650,
574,
515,
525,
465,
396,
485,
423,
404,
420,
522,
1010,
819,
673,
708,
682,
1022,
779,
912,
759,
855,
773,
815,
961,
800,
893,
984,
822,
782,
775,
774,
770,
813,
818,
878,
813,
703,
634,
656,
765,
716,
712,
913,
984,
858,
848,
808,
807,
673,
679,
661,
856,
753,
728,
977,
743,
693,
816,
643,
729,
838,
697,
658,
550,
684,
656,
689,
622,
644,
620,
611,
597,
644,
823,
635,
638,
632,
1904,
828,
710,
684,
615,
651,
684,
678,
584,
580,
626,
667,
589,
671,
526,
545,
552,
556,
497,
493,
638,
596,
503,
881,
670,
624,
672,
659,
629,
660,
667,
716,
730,
614,
666,
661,
629,
682,
682,
698,
687,
776,
630,
594,
647,
1042,
779,
602,
619,
578,
600,
572,
549,
632,
1806,
6764,
1852,
1504,
2117,
1169,
1269,
906,
707,
869,
696,
828,
920,
751,
830,
778,
1055,
2338,
2288,
1583,
1020,
975,
1200,
1593,
1280,
1275,
1148,
1211,
1087,
976,
925,
1615,
8693,
7396,
10982,
3712,
3022,
5236,
129298,
37715,
16938,
9444,
5819,
4566,
3498,
3092,
3251,
2785,
2914,
1991,
1917,
1746,
1756,
1757,
4112,
1757,
1515,
1411,
1395,
1294,
1381,
1354,
1190,
1080,
1522,
1079,
991,
1103,
949,
856,
865,
782,
750,
831,
754,
865,
773,
718,
741,
786,
750,
873,
779,
753,
659,
700,
715,
801,
872,
833,
720,
923,
943,
965,
851,
847,
1108,
1017,
769,
611,
680,
692,
713,
620,
562,
527,
515,
606,
654,
571,
625,
550,
598,
513,
687,
532,
565,
604,
516,
523,
530,
526,
540,
542,
715,
548,
593,
612,
602,
548,
622,
593,
501,
541,
604,
512,
605,
682,
756,
454,
581,
526,
599,
505,
762,
597,
517,
418,
460,
449,
442,
533,
493,
488,
472,
439,
432,
420,
480,
468,
469,
404,
404,
418,
507,
502,
500,
460,
409,
396,
421,
459,
501,
378,
418,
452,
442,
455,
459,
608,
517,
433,
517,
424,
524,
429,
600,
593,
419,
562,
458,
425,
425,
462,
427,
555,
561,
456,
457,
441,
593,
659,
559,
459,
505,
431,
524,
590,
625,
399,
448,
406,
373,
392,
487,
458,
430,
392,
385,
395,
418,
486,
496,
389,
430,
375,
453,
458,
513,
650,
480,
426,
1097,
691,
487,
513,
577,
519,
507,
482,
428,
417,
379,
380,
452,
474,
500,
425,
386,
419,
423,
489,
377,
373,
448,
403,
409,
393,
488,
451,
433,
389,
460,
468,
429,
821,
661,
637,
537,
550,
436,
420,
380,
396,
439,
407,
443,
448,
395,
398,
433,
368,
356,
352,
436,
395,
468,
439,
547,
422,
374,
410,
385,
346,
435,
405
] |
[
370,
372,
643,
560,
464,
355,
361,
402,
440,
493,
421,
558,
478,
404,
359,
341,
358,
351,
394,
387,
479,
976,
622,
547,
1113,
671,
524,
492,
456,
684,
703,
491,
484,
475,
572,
619,
1847,
1685,
1963,
2424,
5084,
3558,
3106,
42246,
11262,
6540,
4265,
2414,
1847,
1605,
1335,
1531,
1543,
991,
921,
1011,
817,
847,
1388,
1001,
720,
748,
648,
715,
690,
710,
973,
774,
697,
587,
673,
589,
544,
629,
698,
577,
493,
568,
613,
596,
531,
498,
441,
518,
450,
603,
521,
489,
452,
496,
514,
494,
521,
509,
469,
452
] |
[
"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: -36.02%",
"予測される変化率: [カラム_0] 予測される変化率: 22.16%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.75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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -36.02%",
"Forecasted change rate: [column_0] Forecasted change rate: 22.16%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.75 times the mean)",
"Trend: [column_0] Trend intensification: downward 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
659,
581,
706,
652,
638,
706,
567,
631,
838,
771,
642,
753,
820,
791,
716,
662,
783,
633,
652,
733,
755,
720,
668,
519,
508,
462,
597,
674,
634,
562,
488,
379,
411,
622,
1005,
706,
826,
686,
598,
623,
875,
997,
860,
746,
1086,
678,
939,
1128,
1109,
687,
765,
582,
666,
677,
942,
843,
805,
686,
694,
524,
698,
740,
762,
725,
700,
680,
567,
664,
784,
732,
734,
933,
1178,
877,
1250,
983,
835,
713,
889,
686,
635,
636,
828,
942,
775,
891,
768,
626,
695,
806,
1720,
3129,
1333,
1172,
895,
1085,
1601,
982,
1072,
882,
916,
910,
899,
799,
983,
1090,
814,
1353,
1113,
926,
1231,
1120,
1208,
857,
882,
957,
860,
1114,
983,
1215,
1078,
1687,
7755,
3262,
2600,
1769,
1412,
1615,
1155,
998,
1021,
2982,
1020,
933,
867,
930,
737,
776,
831,
674,
790,
1051,
846,
793,
858,
863,
850,
729,
576,
561,
617,
588,
849,
678,
694,
608,
603,
453,
542,
568,
608,
673,
957,
1026,
570,
600,
745,
648,
590,
538,
509,
513,
447,
577,
550,
421,
482,
522,
488,
460,
541,
545,
488,
465,
534,
504,
628,
936,
1322,
951,
904,
605,
574,
489,
552,
593,
525,
482,
543,
488,
452,
592,
522,
480,
516,
478,
397,
435,
537,
498,
553,
530,
558,
453,
446,
489,
468,
489,
482,
492,
421,
423,
492,
507,
511,
492,
559,
1136,
748,
703,
585,
533,
558,
528,
601,
484,
539,
563,
723,
615,
537,
504,
474,
506,
667,
651,
573,
564,
425,
552,
701,
538,
510,
479,
535,
423,
450,
590,
588,
613,
548,
574,
556,
441,
570,
619,
512,
643,
506,
372,
438,
505,
523,
548,
535,
457,
436,
482,
564,
551,
509,
507,
510,
405,
456,
561,
487,
481,
460,
417,
301,
394,
478,
508,
502,
453,
507,
388,
482,
547,
558,
619,
588,
547,
491,
888,
751,
472,
547,
520,
637,
473,
490,
573,
540,
459,
438,
476,
357,
354,
551,
487,
540,
464,
516,
435,
360,
512,
518,
431,
510,
528,
418,
422,
547,
527,
500,
473,
421,
349,
436,
598,
557,
604,
510,
559,
409,
418,
544,
506,
449,
436,
436,
377,
358,
528,
663,
510,
544,
430,
426,
438,
475,
680,
419,
385,
381,
379,
478,
490,
437,
483,
460,
450,
435,
355,
527,
475,
499,
544,
459,
349,
404,
481,
569,
515,
473,
899,
449,
408,
505,
557,
504,
492,
537,
411,
389,
547,
648,
499,
620,
549,
556,
446,
672,
654,
649,
589,
626,
492,
532,
577,
697,
666,
577,
553,
504,
458,
1036,
606,
556,
506,
638,
503,
371,
660,
636,
613,
537,
530,
344,
389,
582,
525,
500,
462,
450,
434,
511,
501,
514,
573,
584,
487,
426,
428,
462,
552,
569,
487,
526,
490,
429,
577,
526,
475,
477,
460,
391,
356,
445,
508,
535,
492,
525,
449,
459,
408,
561,
450,
532,
471,
363,
374,
584,
505,
534,
475,
505,
360,
388,
487,
491,
441,
523,
448,
403,
430,
548,
520,
425,
372,
508,
420,
431,
553,
488,
443,
533,
495,
377,
395,
602,
494,
536,
526,
498,
473,
387,
503,
654,
434
] |
[
497,
497,
356,
623,
685,
454,
395,
440,
400,
356,
388,
519,
526,
478,
454,
499,
464,
452,
494,
458,
548,
392,
407,
366,
374,
606,
2674,
1922,
880,
901,
672,
599,
861,
791,
691,
419,
527,
393,
534,
497,
619,
761,
737,
711,
449,
506,
561,
686,
616,
559,
503,
429,
558,
668,
632,
593,
582,
614,
544,
449,
657,
573,
655,
555,
626,
435,
549,
711,
966,
1086,
801,
642,
571,
515,
611,
644,
596,
612,
659,
491,
540,
697,
775,
613,
686,
875,
715,
851,
1203,
1005,
1682,
1105,
1179,
1756,
7136,
4263
] |
[
"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: -34.14%",
"予測される変化率: [カラム_0] 予測される変化率: 757.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.78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: -34.14%",
"Forecasted change rate: [column_0] Forecasted change rate: 757.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.78 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 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 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 |
[
28,
33,
29,
22,
32,
18,
26,
14,
51,
43,
30,
23,
23,
18,
27,
39,
65,
39,
18,
48,
23,
28,
15,
23,
23,
27,
26,
26,
21,
16,
18,
15,
16,
27,
20,
39,
35,
36,
28,
20,
18,
24,
30,
25,
43,
32,
26,
46,
25,
36,
33,
29,
22,
15,
27,
37,
39,
26,
38,
59,
47,
17,
31,
36,
20,
35,
26,
36,
27,
44,
45,
35,
292,
307,
302,
32,
35,
50,
53,
66,
51,
58,
39,
76,
53,
59,
52,
69,
53,
50,
35,
39,
43,
45,
43,
84,
51,
42,
39,
64,
46,
41,
44,
137,
141,
48,
37,
104,
37,
38,
60,
32,
49,
36,
44,
36,
48,
71,
42,
51,
46,
67,
45,
42,
45,
35,
65,
45,
41,
43,
34,
55,
59,
40,
49,
51,
49,
44,
38,
53,
46,
46,
39,
33,
39,
31,
53,
46,
115,
43,
198,
36,
35,
40,
34,
51,
50,
36,
40,
38,
56,
41,
55,
37,
43,
67,
53,
83,
52,
57,
38,
58,
50,
56,
73,
46,
41,
30,
70,
63,
86,
46,
39,
39,
41,
36,
36,
47,
51,
48,
57,
43,
46,
52,
57,
47,
50,
53,
45,
48,
52,
36,
52,
57,
50,
39,
44,
62,
49,
43,
52,
54,
65,
63,
53,
143,
307,
656,
38,
38,
40,
53,
53,
53,
35,
56,
49,
54,
57,
46,
48,
47,
45,
87,
42,
68,
45,
48,
70,
64,
51,
51,
48,
49,
51,
45,
42,
46,
45,
48,
57,
51,
58,
62,
66,
66,
59,
57,
61,
61,
47,
69,
37,
76,
79,
74,
66,
55,
88,
95,
70,
83,
65,
75,
82,
59,
79,
96,
64,
53,
76,
64,
54,
46,
32,
39,
59,
49,
87,
56,
60,
40,
49,
55,
149,
66,
61,
70,
55,
153,
79,
42,
30,
38,
40,
54,
53,
36,
31,
25,
42,
46,
35,
36,
68,
37,
39,
49,
39,
50,
58,
44,
48,
36,
35,
52,
87,
69,
46,
62,
48,
37,
46,
35,
49,
33,
37,
54,
32,
40,
31,
47,
43,
77,
79,
37,
27,
41,
54,
57,
91,
32,
45,
55,
40,
36,
36,
23,
27,
27,
45,
35,
32,
27,
28,
24,
51,
34,
39,
29,
45,
23,
37,
36,
31,
41,
46,
38,
39,
42,
40,
31,
42,
37,
31,
38,
28,
39,
26,
55,
45,
47,
44,
43,
94,
29,
54,
110,
70,
88,
84,
69,
59,
66,
61,
91,
58,
68,
80,
90,
98,
91,
69,
59,
64,
111,
147,
148,
136,
109,
77,
85,
54,
59,
46,
61,
44,
77,
61,
51,
82,
55,
44,
55,
55,
40,
49,
40,
55,
62,
52,
41,
46,
35,
60,
50,
35,
36,
31,
44,
48,
66,
54,
47,
49,
47,
42,
49,
46,
73,
79,
66,
58,
47,
37,
40,
48,
53,
36,
47,
62,
33,
45,
45,
38,
44,
59,
43,
42,
42,
42,
40,
40,
27,
45,
33,
38,
46,
47,
48,
39,
85,
45,
28,
48,
84,
45,
53,
62,
42,
46,
63,
54,
59,
80,
52,
53,
58,
80,
54,
58,
55
] |
[
50,
48,
44,
46,
50,
79,
78,
60,
72,
70,
88,
109,
87,
82,
55,
44,
55,
64,
73,
55,
55,
68,
71,
65,
52,
66,
52,
60,
56,
74,
86,
77,
57,
60,
75,
49,
49,
52,
80,
53,
60,
64,
100,
49,
73,
93,
70,
69,
79,
66,
72,
80,
62,
64,
67,
118,
87,
72,
88,
81,
75,
92,
81,
61,
86,
68,
55,
62,
59,
52,
52,
48,
48,
74,
40,
90,
56,
40,
73,
48,
53,
79,
53,
80,
79,
67,
52,
46,
67,
104,
204,
56,
65,
68,
74,
64
] |
[
"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: 96.43%",
"予測される変化率: [カラム_0] 予測される変化率: 28.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.70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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 96.43%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.70 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
38,
12,
23,
30,
15,
11,
28,
23,
5,
11,
20,
10,
22,
13,
16,
23,
20,
26,
9,
17,
23,
7,
8,
11,
39,
15,
14,
37,
24,
3,
6,
13,
21,
8,
9,
11,
14,
17,
12,
14,
14,
12,
9,
10,
14,
25,
13,
12,
15,
8,
18,
14,
14,
11,
12,
12,
32,
15,
11,
7,
8,
10,
11,
11,
9,
7,
5,
8,
13,
11,
12,
8,
12,
17,
6,
13,
9,
26,
15,
14,
23,
18,
31,
44,
26,
26,
25,
24,
24,
19,
16,
12,
8,
10,
26,
13,
9,
26,
19,
13,
12,
18,
10,
14,
13,
17,
13,
17,
23,
26,
15,
21,
27,
27,
39,
28,
30,
21,
22,
35,
13,
19,
26,
24,
15,
11,
13,
11,
18,
21,
14,
16,
16,
13,
11,
15,
17,
11,
12,
19,
14,
14,
18,
10,
10,
13,
9,
8,
13,
12,
9,
14,
21,
23,
42,
37,
24,
19,
21,
7,
19,
29,
56,
16,
15,
11,
14,
12,
46,
36,
16,
19,
35,
41,
56,
18,
16,
14,
34,
29,
16,
38,
13,
19,
23,
25,
12,
24,
28,
39,
38,
37,
21,
17,
8,
21,
30,
16,
25,
18,
21,
13,
15,
62,
33,
16,
16,
13,
10,
17,
17,
20,
31,
19,
12,
21,
17,
17,
10,
14,
17,
14,
10,
14,
17,
15,
13,
21,
26,
19,
19,
28,
27,
17,
10,
29,
24,
45,
16,
24,
17,
35,
25,
21,
24,
42,
16,
11,
48,
17,
17,
17,
18,
32,
8,
21,
10,
7,
11,
9,
22,
17,
21,
22,
11,
82,
12,
9,
9,
4,
9,
8,
7,
6,
13,
12,
16,
12,
15,
13,
15,
19,
10,
23,
26,
11,
36,
9,
33,
14,
24,
22,
20,
35,
36,
29,
10,
20,
11,
17,
13,
14,
17,
13,
7,
15,
118,
128,
38,
16,
21,
81,
50,
24,
62,
28,
37,
24,
18,
47,
17,
19,
45,
11,
12,
13,
10,
21,
24,
13,
23,
20,
12,
14,
17,
10,
20,
31,
14,
11,
24,
18,
14,
11,
34,
19,
10,
14,
10,
11,
18,
18,
24,
212,
11,
5,
6,
33,
20,
13,
23,
10,
10,
11,
13,
20,
16,
12,
9,
55,
13,
24,
42,
9,
8,
15,
6,
30,
15,
31,
41,
21,
45,
40,
31,
28,
11,
33,
9,
15,
13,
13,
22,
12,
28,
40,
14,
14,
15,
15,
9,
14,
10,
9,
12,
7,
16,
17,
27,
15,
17,
34,
6,
21,
17,
28,
20,
18,
20,
16,
36,
18,
18,
15,
11,
17,
20,
25,
15,
10,
13,
19,
13,
11,
18,
18,
19,
47,
23,
22,
18,
8,
17,
24,
19,
39,
117,
14,
24,
11,
9,
20,
16,
11,
62,
77,
17,
35,
17,
9,
17,
16,
18,
16,
30,
41,
12,
23,
18,
17,
8,
11,
25,
22,
23,
12,
32,
22,
13,
28,
19,
17,
30,
28,
45,
23,
14,
34,
8,
14,
10,
20,
18,
15,
59,
27,
35,
9,
12,
11,
19,
11,
26,
15,
14,
27,
15,
17,
16,
21,
19,
43
] |
[
12,
20,
39,
25,
13,
14,
12,
12,
28,
14,
32,
20,
16,
33,
10,
20,
19,
30,
17,
16,
23,
11,
26,
36,
18,
18,
20,
19,
14,
14,
9,
13,
19,
11,
175,
18,
27,
15,
15,
15,
21,
23,
14,
11,
232,
249,
16,
20,
14,
51,
12,
64,
14,
11,
8,
30,
15,
22,
119,
19,
19,
35,
20,
190,
33,
34,
36,
16,
35,
20,
17,
28,
80,
21,
32,
169,
24,
27,
28,
17,
10,
35,
190,
29,
24,
19,
18,
10,
26,
29,
46,
29,
40,
22,
29,
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: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 13.16%",
"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1.06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: 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: 13.16%",
"Forecasted change rate: [column_0] Forecasted change rate: 50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.06 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 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 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 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47,
63,
27,
102,
240,
110,
108,
65,
65,
75,
514,
669,
308,
201,
132,
122,
94,
76,
83,
114,
56,
61,
62,
57,
83,
155,
103,
113,
101,
75,
65,
56,
75,
57,
54,
54,
57,
53,
41,
70,
66,
80,
64,
37,
52,
83,
58,
58,
58,
58,
34,
64,
44,
49,
59,
57,
113,
131,
80,
69,
55,
60,
53,
62,
313,
218,
212,
117,
149,
171,
120,
148,
87,
173,
166,
91,
175,
449,
306,
203,
236,
147,
159,
222,
207,
200,
138,
146,
107,
137,
131,
185,
136,
168,
187,
146,
184,
320,
260,
380,
344,
2800,
1424,
689,
497,
316,
302,
282,
1470,
1207,
538,
424,
193,
298,
213,
1254,
1031,
379,
277,
204,
197,
139,
1479,
997,
359,
320,
172,
156,
223,
1277,
1084,
367,
274,
237,
239,
208,
1706,
1078,
431,
342,
218,
210,
156,
245,
266,
214,
191,
162,
308,
336,
1848,
1320,
613,
343,
244,
226,
213,
1729,
1535,
591,
384,
380,
275,
308,
2315,
1395,
529,
593,
598,
378,
290,
2506,
1514,
578,
435,
304,
230,
216,
363,
373,
248,
214,
204,
165,
249,
1940,
1389,
523,
403,
295,
233
] |
[
289,
2835,
2047,
1185,
523,
311,
473,
492,
2109,
1761,
675,
479,
322,
324,
355,
4147,
3412,
1316,
688,
493,
315,
349,
411,
359,
347,
229,
172,
218,
321,
185,
135,
138,
163,
166,
127,
145,
211,
138,
122,
158,
115,
109,
196,
151,
121,
88,
114,
124,
76,
50,
74,
96,
75,
86,
74,
87,
54,
60,
72,
78,
59,
88,
81,
81,
82,
75,
81,
62,
60,
69,
36,
108,
131,
87,
55,
67,
65,
66,
95,
94,
75,
76,
178,
270,
191,
147,
122,
137,
135,
92,
111,
79,
94,
94,
91,
87
] |
[
"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: 395.74%",
"予測される変化率: [カラム_0] 予測される変化率: -69.90%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.48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: 395.74%",
"Forecasted change rate: [column_0] Forecasted change rate: -69.90%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.48 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 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
7,
2,
3,
3,
4,
2,
6,
5,
1,
0,
1,
5,
2,
4,
8,
1,
2,
1,
5,
0,
3,
4,
1,
2,
3,
3,
3,
3,
1,
1,
3,
2,
5,
4,
2,
1,
2,
2,
4,
3,
3,
0,
4,
1,
2,
1,
2,
3,
2,
2,
0,
1,
2,
1,
0,
1,
1,
1,
2,
3,
1,
5,
2,
1,
2,
1,
2,
2,
0,
2,
3,
4,
0,
3,
3,
3,
0,
2,
5,
1,
3,
0,
3,
1,
2,
0,
5,
4,
1,
1,
1,
0,
3,
1,
2,
2,
0,
0,
2,
3,
0,
4,
5,
2,
3,
3,
1,
5,
1,
1,
1,
2,
2,
1,
1,
0,
2,
2,
1,
2,
3,
1,
2,
0,
2,
3,
1,
1,
2,
2,
0,
5,
21,
5,
3,
1,
5,
3,
9,
1,
3,
4,
0,
5,
2,
1,
3,
3,
3,
7,
6,
6,
9,
4,
2,
2,
4,
6,
7,
3,
3,
0,
5,
5,
6,
4,
4,
4,
0,
3,
5,
3,
2,
1,
1,
2,
0,
3,
3,
1,
0,
2,
1,
4,
4,
3,
2,
1,
2,
5,
5,
2,
6,
4,
2,
2,
1,
2,
2,
5,
3,
1,
0,
4,
2,
1,
2,
4,
2,
0,
0,
3,
1,
5,
4,
1,
3,
1,
0,
3,
2,
2,
2,
3,
2,
2,
2,
3,
5,
2,
3,
3,
4,
3,
4,
2,
2,
1,
3,
4,
1,
4,
4,
2,
2,
1,
3,
4,
5,
2,
1,
3,
1,
2,
3,
3,
1,
6,
2,
0,
4,
4,
5,
3,
5,
2,
2,
7,
3,
7,
5,
2,
5,
3,
4,
2,
6,
5,
1,
2,
0,
4,
1,
5,
1,
3,
2,
3,
2,
2,
3,
2,
7,
2,
3,
3,
2,
1,
2,
3,
2,
2,
2,
2,
2,
2,
4,
1,
4,
1,
2,
4,
2,
1,
3,
5,
7,
3,
4,
4,
3,
7,
4,
3,
5,
9,
3,
0,
5,
3,
6,
1,
5,
3,
3,
4,
4,
2,
4,
4,
8,
4,
4,
5,
4,
3,
2,
5,
1,
4,
1,
2,
4,
4,
0,
1,
4,
1,
2,
5,
3,
1,
3,
2,
2,
1,
2,
2,
4,
0,
2,
2,
39,
3,
2,
2,
2,
1,
1,
2,
3,
3,
3,
1,
1,
5,
3,
5,
4,
1,
6,
4,
2,
5,
7,
1,
6,
2,
2,
4,
13,
3,
5,
8,
4,
9,
7,
5,
8,
7,
0,
6,
0,
6,
3,
3,
5,
2,
6,
5,
4,
2,
10,
7,
4,
11,
1,
3,
4,
5,
8,
1,
4,
6,
5,
3,
5,
3,
2,
3,
3,
2,
4,
7,
13,
2,
5,
4,
5,
5,
14,
6,
2,
3,
7,
2,
5,
4,
6,
8,
2,
7,
6,
7,
4,
5,
1,
4,
229,
161,
2,
6,
20,
18,
10,
5,
4,
4,
5,
1,
2,
4,
9,
2,
2,
6,
20,
4,
4,
13,
38,
4,
3,
10,
9,
6,
2,
2,
18,
8,
4,
14,
19,
11,
2,
6,
7,
4,
6,
8,
6
] |
[
5,
3,
11,
6,
4,
13,
4,
3,
3,
8,
5,
6,
7,
3,
6,
13,
7,
5,
5,
4,
2,
10,
5,
7,
10,
10,
8,
6,
5,
3,
6,
8,
5,
1,
8,
4,
5,
26,
6,
2,
3,
3,
4,
4,
8,
12,
3,
4,
3,
1,
5,
4,
4,
1,
5,
3,
3,
2,
6,
10,
3,
9,
1,
2,
6,
14,
2,
4,
3,
4,
0,
6,
8,
3,
6,
2,
2,
2,
8,
7,
3,
3,
4,
1,
6,
5,
9,
1,
3,
7,
6,
5,
7,
6,
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: 20.00%",
"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2.63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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 20.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -80.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.63 times the mean)",
"Trend: [column_0] Trend intensification: stable 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 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 36 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 36.",
"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 |
[
4220,
4466,
4172,
4546,
5021,
5679,
4949,
4480,
4405,
4629,
4893,
5540,
4534,
4267,
4606,
4386,
4566,
5066,
5744,
5665,
4980,
4458,
4548,
4217,
5091,
5347,
4402,
4316,
4474,
4713,
4210,
4653,
4999,
4115,
4657,
4669,
4416,
4110,
4638,
5074,
4710,
4465,
4476,
4675,
4349,
4864,
5631,
4869,
4877,
5316,
4971,
4333,
4629,
5430,
4661,
4728,
4747,
4630,
3960,
4320,
5239,
4634,
4833,
4836,
4724,
4480,
5216,
5607,
6932,
7320,
5503,
5396,
4701,
4844,
5230,
4809,
4937,
4685,
4744,
4759,
6582,
6040,
4905,
4893,
4726,
6453,
5484,
6383,
5365,
4544,
5006,
4871,
4656,
6105,
6771,
5343,
5402,
4855,
5461,
5048,
4810,
4972,
7204,
5048,
4716,
5899,
4999,
4626,
7254,
7530,
5111,
5015,
4805,
7485,
5207,
8625,
8523,
5580,
5291,
4982,
5346,
5523,
5135,
5172,
4847,
5002,
4846,
5073,
4994,
5145,
5083,
4983,
4867,
5038,
4972,
4732,
5279,
5896,
5188,
5098,
5119,
4802,
4959,
5172,
5138,
5009,
4603,
4852,
5341,
4892,
4697,
5456,
4490,
4641,
4659,
5604,
4993,
4981,
5448,
5031,
4652,
5125,
4691,
4693,
4780,
5038,
4873,
4553,
4447,
4151,
3916,
4466,
4687,
4857,
4095,
4043,
4192,
4501,
5245,
5473,
5446,
4917,
4852,
4672,
4916,
5690,
5949,
5406,
5532,
5617,
5361,
5013,
5204,
5568,
4900,
4818,
4782,
5397,
5223,
5898,
5967,
5396,
5276,
5283,
5728,
5234,
5715,
6146,
5439,
5722,
5459,
5519,
5017,
5181,
6110,
5336,
5203,
6089,
5614,
5119,
5725,
5771,
5168,
6226,
5497,
5954,
5510,
5611,
6424,
5971,
5550,
5562,
5732,
5613,
5613,
6667,
5707,
5627,
5713,
5497,
4939,
5926,
6584,
5787,
5431,
5223,
5670,
5165,
5704,
6729,
5491,
5183,
5697,
5607,
4881,
6078,
6429,
5440,
5177,
4923,
5085,
6195,
5508,
6711,
5347,
4979,
4838,
4979,
7191,
6048,
6232,
6441,
5494,
5332,
5388,
5200,
5246,
5806,
5434,
5518,
5487,
5534,
5274,
5361,
6115,
5413,
5246,
5296,
5037,
4882,
5133,
5760,
5576,
5227,
5030,
5187,
4880,
5072,
6058,
5599,
5260,
5845,
5313,
5150,
4930,
5448,
5590,
5163,
5027,
4873,
4667,
4905,
5610,
5739,
5380,
5192,
5808,
4943,
5379,
5876,
5481,
5554,
5586,
5486,
4899,
5136,
6033,
5242,
5447,
5400,
5116,
4761,
5047,
5868,
5857,
5461,
5085,
4990,
4836,
5604,
5851,
5228,
5253,
5071,
4922,
4911,
5765,
6142,
5109,
5221,
5981,
5792,
5024,
5823,
6054,
5175,
4933,
5097,
4911,
4988,
5510,
5644,
5013,
4982,
4874,
4862,
4697,
5135,
5545,
5211,
4959,
5868,
5652,
6789,
7336,
7880,
5617,
5363,
5011,
4696,
4724,
5122,
6007,
5041,
5002,
4563,
4500,
4225,
6545,
5722,
4755,
4577,
4673,
4549,
4482,
4963,
5577,
5143,
4661,
5666,
5969,
5626,
8695,
6885,
8510,
9349,
6944,
6525,
6140,
6946,
6674,
10959,
5790,
5558,
5530,
5312,
5594,
6307,
5578,
5376,
4953,
5244,
4694,
5137,
5758,
5624,
6307,
5570,
5098,
4871,
5300,
6041,
5802,
5458,
5122,
5232,
4557,
5146,
5932,
5048,
5119,
5067,
5025,
4570,
5150,
5680,
4831,
4849,
4666,
4842,
4537,
4940,
5430,
4740,
4518,
4572,
4789,
4464,
4718,
5284,
4507,
4669,
4995,
4786,
4472,
5019,
5448,
4933,
4892,
5196,
4907,
4521,
5121,
5872,
5447,
5036,
4824,
4946,
4559,
5256,
5531,
5138,
5040,
4743,
4641,
4266,
4423,
4802,
4542,
4628,
5005,
4863,
4628,
5174,
5568,
4916,
4880,
4538,
4667,
5012,
6522,
6316,
5249,
5146,
5457,
9154,
4892,
5433,
5514,
4979,
5277,
4858
] |
[
5406,
5435,
7030,
6627,
5453,
5379,
5229,
5348,
5287,
5242,
5611,
5027,
5265,
4869,
4850,
4741,
5177,
5461,
5244,
4829,
4760,
4597,
4642,
4743,
7644,
5230,
4718,
4846,
4535,
4483,
4776,
5506,
6056,
5643,
5418,
5095,
5274,
4935,
5202,
5541,
5409,
5479,
5543,
5265,
5846,
6265,
5364,
5207,
5323,
5464,
5450,
5939,
6410,
5659,
5705,
5971,
5809,
5412,
5632,
6180,
5596,
5794,
6023,
5850,
5729,
7736,
6741,
5933,
5461,
5751,
5857,
5424,
6323,
6632,
5901,
6262,
5790,
6456,
6133,
6485,
6939,
5859,
5435,
5804,
5980,
6136,
6143,
7068,
6350,
6413,
6563,
6093,
6298,
6556,
7024,
6289
] |
[
"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: 15.12%",
"予測される変化率: [カラム_0] 予測される変化率: 16.33%",
"変動性: [カラム_0] 変動性: 中程度の変動 (標準偏差は平均値の0.14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: upward",
"Historical change rate: [column_0] Historical change rate: 15.12%",
"Forecasted change rate: [column_0] Forecasted change rate: 16.33%",
"Volatility: [column_0] Volatility: moderate (standard deviation is 0.14 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 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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2241,
2098,
1970,
1607,
1801,
2038,
2183,
2279,
1992,
1937,
1683,
1934,
2120,
2041,
2138,
1988,
1910,
1749,
1731,
1927,
1907,
1914,
1770,
1790,
1381,
1602,
1805,
1924,
1872,
2041,
1821,
1682,
1988,
1937,
3013,
2326,
1972,
2032,
1777,
1962,
1982,
2070,
2126,
2065,
2001,
1761,
1986,
2026,
2097,
2050,
2109,
1735,
1868,
1981,
2138,
2138,
2164,
2282,
3178,
1888,
2112,
2117,
2081,
2042,
1931,
2180,
2151,
2162,
2107,
2203,
2193,
2118,
2334,
1899,
2105,
2200,
2437,
2718,
2417,
2367,
5227,
5273,
3090,
2748,
2409,
2863,
2151,
2124,
2664,
3547,
2362,
2171,
2176,
2254,
2436,
2349,
2415,
2351,
2153,
2231,
2231,
2123,
2212,
2229,
2242,
2232,
2233,
2111,
2058,
3005,
2257,
2303,
2388,
2243,
2258,
2258,
2326,
2654,
2629,
2522,
4224,
3631,
3571,
3484,
3610,
3622,
3480,
3711,
3865,
3432,
3616,
3611,
3342,
3091,
3009,
3321,
3023,
3380,
3576,
3356,
3284,
3227,
3330,
3237,
3394,
3462,
3497,
3975,
3602,
3604,
3411,
3533,
3589,
3730,
7627,
4607,
4073,
3476,
3623,
3821,
3547,
3761,
3863,
3677,
3402,
3695,
3710,
3129,
2961,
2943,
2837,
2673,
2729,
3028,
3047,
2942,
2639,
2997,
2872,
3063,
3134,
3225,
3000,
2615,
3309,
3873,
3552,
3688,
3681,
3848,
3680,
3855,
3697,
3590,
3590,
3527,
3677,
4119,
3949,
3800,
3825,
4085,
4024,
4085,
3866,
3701,
3566,
3911,
4139,
3901,
4119,
4625,
4436,
3944,
3769,
4071,
26548,
19557,
4869,
4053,
3802,
8183,
5348,
4412,
4017,
3954,
3692,
3791,
3767,
4191,
3889,
4729,
4323,
5276,
3633,
3348,
3426,
3528,
5373,
5526,
3663,
3346,
3682,
4984,
4492,
4576,
3950,
3622,
3468,
3972,
3761,
3933,
4267,
4137,
4046,
3804,
4244,
4736,
4534,
4365,
4583,
4266,
6388,
7553,
4583,
3584,
3614,
3756,
3939,
3535,
3738,
4571,
4134,
3824,
4766,
6821,
3390,
3612,
3764,
3894,
3393,
3366,
3426,
3365,
3616,
4185,
4254,
5018,
3909,
3322,
3022,
2909,
3359,
3268,
3459,
3678,
3427,
2912,
3118,
3444,
3700,
3763,
3904,
3900,
5680,
4569,
3762,
3905,
3900,
3704,
3044,
3073,
2810,
2709,
3121,
3319,
2877,
2951,
2592,
2721,
2965,
2888,
2794,
2890,
2697,
2654,
2894,
3051,
4195,
2889,
2864,
2750,
2197,
2299,
2694,
2987,
2848,
2961,
3249,
2973,
2753,
2958,
2942,
4810,
4502,
4181,
2669,
2498,
3077,
2844,
2849,
3284,
2599,
2136,
2502,
2642,
2610,
2748,
2777,
2726,
2179,
2212,
2484,
2711,
2929,
2743,
2465,
2278,
2211,
2649,
2575,
2479,
2683,
2509,
2268,
2357,
2742,
2687,
2372,
2298,
2243,
2509,
2971,
3040,
2776,
2675,
2537,
2358,
2121,
3299,
3429,
3329,
2155,
2495,
2624,
2210,
2171,
2484,
2438,
2336,
2321,
2190,
1872,
2040,
2194,
2390,
2524,
2796,
9784,
4618,
2635,
2677,
2416,
2884,
2895,
2633,
2784,
2667,
3147,
3015,
2609,
2558,
2694,
2238,
2136,
2517,
2564,
3212,
3144,
3276,
3066,
2774,
2979,
2994,
2722,
3174,
2579,
2238,
2469,
2451,
2457,
2608,
2386,
2284,
2228,
2307,
2429,
2419,
2385,
2445,
2214,
2201,
2321,
2412,
2454,
2407,
2391,
2298,
1846,
2059,
2391,
2355,
2575,
2278,
2080,
1884,
2014,
2523,
2297,
2199,
2283,
2054,
1786,
2008,
2138,
2359,
2277,
2304,
2032,
1953,
1979,
2308,
2320,
2133,
2130,
2023,
1729,
1945,
2155,
2281,
2315,
2455,
2398,
2340,
2034,
2223,
2450,
2546,
2897,
2693,
2442,
2476,
2569,
2413,
2369,
2562,
2572,
2516,
2799,
2806,
2904,
3116
] |
[
2900,
2890,
2651,
2622,
3002,
3102,
2727,
2848,
2767,
2877,
2782,
2882,
2669,
2947,
3013,
3916,
4225,
2875,
2802,
3344,
2635,
2609,
2974,
2550,
2495,
2524,
2773,
2665,
2447,
2357,
2207,
2650,
4577,
3195,
2710,
3282,
3161,
2716,
3238,
3604,
3604,
3763,
3649,
3795,
3547,
3749,
3842,
3861,
3990,
3846,
3858,
4062,
3971,
4150,
4145,
3983,
4171,
4015,
3523,
3851,
3862,
3946,
4278,
4089,
3282,
3133,
3263,
3421,
3404,
3434,
3886,
3392,
3306,
3259,
3496,
3319,
3493,
3648,
3665,
3434,
3373,
3400,
3326,
3486,
3509,
3345,
3151,
4777,
4781,
4505,
4287,
4077,
4381,
4031,
3648,
3894
] |
[
"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: 39.05%",
"予測される変化率: [カラム_0] 予測される変化率: 34.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.48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: 39.05%",
"Forecasted change rate: [column_0] Forecasted change rate: 34.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.48 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 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 |
[
24,
33,
24,
25,
23,
52,
32,
29,
23,
29,
27,
20,
21,
31,
23,
37,
23,
18,
41,
28,
31,
27,
45,
26,
25,
35,
22,
27,
90,
33,
68,
43,
17,
24,
27,
17,
27,
20,
45,
76,
20,
35,
20,
15,
21,
23,
82,
30,
84,
22,
18,
21,
25,
20,
31,
20,
21,
26,
27,
18,
14,
21,
15,
23,
35,
27,
13,
22,
32,
19,
22,
21,
23,
19,
10,
29,
22,
17,
23,
22,
55,
16,
30,
27,
34,
42,
34,
23,
26,
61,
19,
38,
43,
18,
25,
17,
28,
33,
36,
22,
30,
29,
21,
19,
35,
22,
22,
25,
19,
21,
23,
16,
16,
24,
50,
27,
38,
16,
31,
23,
13,
67,
16,
26,
21,
29,
33,
28,
23,
19,
16,
34,
27,
24,
19,
27,
17,
19,
18,
20,
29,
31,
20,
29,
24,
28,
36,
34,
47,
52,
42,
35,
56,
48,
52,
97,
59,
19,
15,
17,
71,
67,
25,
25,
16,
13,
28,
35,
53,
32,
37,
38,
31,
26,
28,
40,
42,
18,
30,
25,
23,
28,
31,
30,
20,
27,
25,
35,
27,
28,
29,
34,
24,
33,
32,
34,
30,
27,
18,
26,
28,
31,
34,
41,
36,
26,
40,
36,
29,
29,
32,
40,
18,
16,
43,
31,
32,
29,
24,
22,
29,
27,
27,
27,
23,
35,
27,
50,
33,
22,
32,
20,
33,
34,
18,
30,
64,
32,
30,
39,
34,
21,
20,
27,
19,
29,
24,
23,
14,
85,
105,
28,
32,
39,
30,
25,
27,
40,
30,
18,
26,
29,
25,
38,
33,
26,
37,
44,
22,
28,
35,
29,
37,
30,
39,
26,
63,
24,
25,
32,
31,
47,
21,
48,
38,
42,
30,
39,
32,
24,
25,
18,
44,
37,
25,
40,
30,
28,
38,
42,
36,
44,
47,
33,
37,
23,
35,
50,
50,
35,
38,
29,
33,
59,
65,
101,
81,
120,
64,
52,
84,
115,
125,
165,
130,
92,
302,
1443,
26255,
650,
206,
165,
100,
80,
124,
86,
59,
219,
58,
24,
28,
34,
37,
38,
41,
37,
19,
28,
32,
28,
30,
22,
22,
22,
24,
33,
27,
35,
29,
25,
19,
17,
31,
19,
23,
26,
30,
23,
30,
44,
25,
22,
29,
24,
15,
12,
28,
27,
29,
29,
27,
21,
28,
55,
26,
42,
21,
20,
27,
18,
22,
13,
33,
20,
31,
16,
17,
25,
15,
20,
32,
22,
21,
16,
22,
19,
13,
30,
26,
13,
12,
26,
36,
25,
20,
24,
36,
21,
24,
19,
16,
54,
12,
15,
11,
26,
45,
21,
18,
21,
10,
17,
36,
23,
23,
24,
26,
27,
16,
12,
24,
19,
34,
16,
15,
31,
22,
20,
14,
14,
28,
15,
14,
26,
28,
20,
32,
21,
22,
181,
54,
13,
21,
17,
13,
18,
20,
31,
25,
11,
29,
36,
24,
26,
24,
20,
25,
25,
21,
24,
32,
18,
19,
14,
23,
19,
17,
25,
20,
21,
15,
24,
13,
22,
22,
36,
21,
26,
19,
14,
16,
26,
15,
46,
17,
18,
21,
16,
23,
13,
12,
20
] |
[
31,
16,
9,
29,
19,
20,
16,
18,
27,
21,
28,
20,
35,
26,
20,
19,
15,
19,
36,
19,
15,
29,
22,
19,
27,
26,
29,
22,
19,
18,
19,
25,
16,
35,
31,
33,
19,
27,
15,
33,
44,
22,
22,
23,
22,
39,
45,
30,
19,
25,
32,
35,
27,
27,
47,
28,
31,
32,
22,
21,
36,
23,
23,
40,
22,
187,
16,
40,
48,
39,
28,
29,
24,
35,
32,
40,
30,
26,
30,
29,
25,
45,
23,
27,
35,
56,
36,
35,
37,
30,
45,
37,
54,
48,
34,
35
] |
[
"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: -16.67%",
"予測される変化率: [カラム_0] 予測される変化率: 12.90%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の13.53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: 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: -16.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.90%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.53 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 63",
"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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1461,
1442,
1223,
1028,
1080,
1460,
1460,
1482,
1650,
1303,
1260,
1333,
1600,
1800,
1625,
1639,
1329,
1136,
1089,
1551,
1668,
1638,
6981,
1071,
920,
1041,
1211,
1253,
1269,
1216,
1039,
831,
971,
1131,
1569,
1522,
1374,
1312,
1247,
1393,
1315,
1705,
1710,
1720,
1486,
1231,
1103,
1562,
1686,
1549,
1516,
1400,
1239,
1465,
1719,
1881,
1835,
1835,
1575,
1303,
1441,
1775,
1872,
1943,
1650,
1632,
1252,
1431,
1885,
1909,
1767,
1584,
1951,
1226,
1287,
1702,
1787,
1643,
1810,
1440,
1176,
1291,
1700,
1910,
1950,
1856,
1606,
1202,
1368,
1880,
1948,
1851,
1795,
1529,
1256,
1158,
1639,
1805,
1869,
1767,
1658,
1642,
1243,
1732,
1925,
1914,
1848,
1576,
1355,
1526,
1970,
2093,
2145,
2047,
1766,
1384,
1619,
2191,
2355,
2316,
2206,
1758,
1317,
1293,
1773,
2147,
2327,
2202,
1821,
1513,
1643,
2255,
2351,
2395,
2352,
1812,
1613,
1904,
2390,
2669,
2501,
2567,
2886,
1788,
2014,
2482,
2674,
2701,
2402,
1813,
1363,
1560,
2101,
2208,
2237,
2282,
1768,
1329,
1406,
1931,
2494,
2586,
2283,
1829,
1263,
1477,
2164,
2289,
2044,
1780,
1376,
1149,
1223,
1602,
1567,
1784,
2638,
2270,
1651,
1168,
1466,
1235,
1010,
767,
643,
953,
941,
1144,
1284,
1296,
1402,
1384,
852,
930,
1531,
1414,
1481,
1283,
1292,
1052,
1068,
1399,
1499,
1366,
1377,
1104,
1020,
1063,
1525,
1634,
1482,
1492,
1184,
1036,
1136,
1346,
1428,
1439,
1339,
1227,
974,
1032,
1363,
1486,
1586,
1517,
1360,
1322,
1396,
1642,
1643,
1821,
1708,
1334,
1292,
1299,
1839,
1797,
1771,
1682,
1539,
1256,
1422,
1969,
1768,
1888,
1732,
1620,
1282,
1469,
1960,
2097,
1901,
1781,
1637,
1443,
1662,
2503,
2629,
2804,
2592,
2172,
1906,
2047,
2811,
3090,
3334,
3870,
5783,
5368,
4568,
4723,
3473,
2976,
2666,
2070,
1579,
1929,
2125,
2087,
2306,
2124,
1565,
1256,
1510,
1933,
2015,
1814,
1800,
1449,
1289,
1360,
1722,
1751,
1725,
1799,
1480,
1328,
1402,
1844,
1832,
1757,
1618,
1390,
1100,
1261,
1463,
1925,
1738,
1563,
1284,
1122,
1035,
1521,
1667,
1619,
1615,
1282,
1054,
1196,
1554,
1653,
1628,
1661,
1410,
1126,
1315,
1579,
1691,
1716,
1603,
1383,
1120,
1289,
1763,
1761,
1778,
1753,
1427,
1157,
1240,
1635,
1645,
1592,
1596,
1264,
1002,
1079,
1456,
1545,
1524,
1336,
1094,
1360,
838,
1195,
1103,
1086,
1132,
965,
854,
801,
893,
1070,
1051,
1008,
907,
768,
901,
1043,
1269,
1137,
1029,
962,
967,
973,
1159,
1279,
1275,
1308,
1164,
1056,
1096,
1335,
1213,
1210,
1244,
952,
863,
1170,
1312,
1469,
1297,
1207,
1056,
897,
973,
1206,
1194,
1563,
1184,
1000,
981,
1034,
1255,
1123,
1173,
1302,
981,
859,
805,
1044,
1348,
1314,
1186,
1109,
1002,
1062,
1400,
1460,
1461,
1434,
1145,
1106,
1133,
1418,
1427,
1509,
1379,
1192,
1024,
1162,
1524,
1507,
1490,
1448,
1242,
908,
1067,
1407,
1536,
1356,
1228,
1016,
977,
977,
1439,
1393,
1476,
1438,
1155,
916,
992,
1380,
1454,
1378,
1428,
1399,
967,
1003,
1371,
1557,
1370,
1409,
1079,
848,
977,
1319,
1471,
1287,
1268,
1139,
951,
1054,
1457,
1509,
1520,
1440,
1248,
927,
1014,
1390,
1540,
1495,
1593,
1563,
1249,
1176,
1477,
1439,
1612,
1689,
1279,
1024,
1110,
1563,
1645,
1671,
1606,
1394,
1164,
1362,
1636,
1810,
1762,
1768,
1391,
1174,
1282,
1759,
1857,
1665
] |
[
1747,
1438,
1187,
1326,
1735,
1935,
1938,
1958,
1583,
1139,
1412,
1800,
1915,
1938,
1742,
1746,
1196,
1309,
1939,
2070,
1992,
1789,
1328,
1230,
1236,
1712,
1625,
1448,
1337,
1518,
2437,
1947,
1643,
1344,
1524,
1025,
850,
657,
578,
1112,
1190,
992,
1150,
1193,
1138,
887,
1103,
1351,
1271,
1274,
1123,
907,
933,
1275,
1370,
1398,
1391,
1016,
972,
951,
1268,
1352,
1279,
1235,
1009,
1091,
1068,
1336,
1257,
1467,
1385,
1122,
895,
990,
1283,
1429,
1440,
1395,
1264,
1146,
1212,
1478,
1511,
1586,
1526,
1246,
1138,
1142,
1765,
1589,
1576,
1285,
1128,
1172,
999,
1166
] |
[
"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: 13.96%",
"予測される変化率: [カラム_0] 予測される変化率: -33.26%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.37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: 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: 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: 13.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.26%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.37 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1587,
1147,
1545,
1445,
2705,
1840,
1284,
1057,
1279,
2257,
3117,
2067,
1377,
1815,
2424,
2104,
1340,
3042,
3770,
2286,
1931,
1804,
1466,
2114,
2857,
2213,
2292,
2398,
1470,
2156,
2357,
3379,
2173,
1396,
1251,
1385,
1309,
1464,
1850,
3090,
4752,
1894,
1415,
1502,
1307,
2026,
2529,
2997,
1573,
1411,
1461,
1435,
1711,
2022,
2434,
1358,
1775,
1980,
1596,
1366,
2378,
2227,
1374,
1222,
1852,
1877,
1480,
1897,
1346,
1915,
1294,
1114,
1398,
2591,
2669,
1568,
1258,
2052,
1201,
1648,
1456,
3953,
1630,
1313,
1012,
907,
1060,
1024,
1744,
1305,
1315,
1110,
1308,
959,
985,
1729,
1276,
1037,
5388,
9194,
5625,
4906,
4978,
4369,
3344,
2539,
2062,
2512,
2168,
2436,
2156,
1578,
1154,
1573,
2001,
2915,
3184,
2278,
1632,
1536,
1476,
1891,
1946,
1914,
1751,
1388,
1246,
1407,
1854,
1916,
3743,
1537,
1963,
1569,
1424,
1009,
1285,
1547,
1873,
1140,
1154,
1524,
974,
1038,
2064,
1133,
1050,
970,
1084,
952,
1121,
1870,
1020,
1028,
1234,
851,
838,
1547,
2070,
1690,
1049,
1309,
1159,
905,
1093,
2086,
3436,
1039,
1147,
1124,
1025,
987,
1028,
924,
1428,
1134,
1803,
1583,
2777,
2282,
2988,
2440,
1600,
1321,
2217,
2518,
2926,
2098,
1670,
1727,
2865,
1645,
1876,
1820,
2226,
2225,
2066,
1403,
1602,
2903,
3284,
2910,
1379,
2554,
1982,
3903,
1952,
2193,
1852,
1412,
1513,
2230,
2114,
2444,
4183,
3479,
1874,
1479,
2043,
1754,
2031,
3556,
3362,
1971,
2313,
1644,
1271,
1434,
1951,
3730,
1943,
1476,
2255,
2015,
2959,
3087,
1947,
1640,
1723,
1390,
1232,
2293,
2870,
2411,
2447,
3257,
6026,
4374,
4054,
4814,
2873,
1911,
1759,
2280,
1556,
1958,
4403,
2986,
1997,
1747,
1372,
1548,
1867,
5331,
3605,
2390,
2470,
1852,
1794,
1653,
2951,
2087,
1299,
1089,
2189,
1612,
1372,
2035,
1446,
1045,
1151,
1214,
1358,
1718,
1945,
1709,
1189,
1221,
1176,
1372,
1996,
2438,
1675,
1613,
1420,
1316,
1288,
1774,
5158,
2456,
1431,
1229,
1520,
1455,
2419,
2668,
1418,
1244,
1461,
1402,
1217,
2692,
2929,
1910,
1887,
1425,
1278,
1448,
3550,
4974,
2463,
1684,
1531,
1150,
1687,
1795,
2544,
1524,
1160,
1175,
1952,
3099,
1611,
2048,
1229,
1334,
1251,
1007,
981,
2456,
2361,
2534,
1942,
1199,
2203,
1330,
1249,
1733,
1341,
966,
981,
1140,
996,
1846,
3114,
2137,
1796,
1742,
1456,
1332,
2602,
6264,
3406,
2361,
1616,
1148,
1206,
1440,
3027,
2968,
2762,
1478,
1253,
1742,
1675,
2041,
1831,
1619,
1440,
1089,
1073,
1492,
3317,
3697,
3122,
2483,
1658,
1512,
1717,
1905,
1520,
1450,
1353,
1305,
1203,
2081,
2094,
1779,
1218,
1124,
1055,
938,
1031,
1238,
1193,
1511,
1419,
1277,
1424,
1564,
2053,
1948,
1140,
938,
949,
1046,
1344,
1497,
1085,
1255,
1006,
1161,
1260,
1376,
1756,
1385,
984,
970,
1105,
1331,
1914,
2506,
1481,
1061,
1942,
1444,
1162,
1948,
2328,
1731,
1990,
1110,
1124,
1214,
1586,
2094,
1410,
1348,
1165,
927,
1060,
1008,
1488,
1241,
1050,
1131,
1624,
1049,
1171,
1695,
1275,
1214,
1515,
1250,
1130,
1876,
2473,
1289,
1464,
2163,
1077,
955,
1731,
1920,
4203,
1178,
1082,
1003,
1210,
1819,
2890,
1390,
1280,
1235,
870,
851,
1108,
1121,
934,
1059,
1380,
1250,
1243,
1650,
1699,
2056,
1110,
1018,
1434,
1316,
1656,
2371,
1336,
990,
931,
966,
1021,
1692,
2819,
1168,
1173,
1119
] |
[
961,
960,
1399,
2219,
1456,
974,
906,
1204,
1594,
1877,
1943,
1373,
1409,
1000,
1473,
2085,
1727,
1722,
2829,
2637,
1633,
1459,
2590,
2096,
1926,
1863,
1637,
1535,
1447,
1348,
2314,
2287,
3042,
3645,
2691,
2575,
1728,
2534,
3048,
4785,
2144,
1660,
1875,
4116,
2714,
5454,
3161,
2328,
3047,
3266,
2137,
5359,
4531,
3020,
3145,
2797,
3284,
4618,
5270,
6142,
5034,
3801,
5187,
2956,
2483,
3826,
4366,
3180,
1984,
2155,
2759,
3452,
7913,
6275,
4510,
2743,
2382,
2173,
2006,
2743,
3850,
2149,
1402,
1449,
1350,
1557,
2366,
2580,
2084,
1746,
1842,
1371,
1982,
1928,
2832,
2946
] |
[
"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: -29.49%",
"予測される変化率: [カラム_0] 予測される変化率: 206.56%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.52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: 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: upward",
"Historical change rate: [column_0] Historical change rate: -29.49%",
"Forecasted change rate: [column_0] Forecasted change rate: 206.56%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.52 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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 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 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 shows a clear downward 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
9,
10,
17,
8,
7,
9,
28,
109,
136,
92,
78,
66,
45,
75,
139,
175,
162,
129,
223,
156,
166,
236,
222,
148,
108,
130,
123,
114,
143,
140,
101,
96,
83,
88,
113,
136,
121,
126,
108,
94,
106,
100,
149,
176,
152,
116,
141,
104,
109,
163,
112,
123,
135,
129,
105,
133,
182,
220,
161,
167,
125,
98,
86,
103,
75,
78,
94,
117,
64,
53,
62,
80,
69,
85,
76,
60,
49,
54,
50,
39,
49,
57,
59,
54,
32,
31,
50,
56,
42,
56,
53,
41,
40,
41,
50,
60,
49,
34,
28,
25,
27,
50,
59,
26,
19,
36,
26,
33,
51,
57,
30,
30,
29,
34,
41,
59,
56,
41,
35,
18,
29,
43,
44,
48,
37,
25,
28,
34,
33,
47,
63,
39,
34,
32,
24,
36,
37,
45,
35,
27,
28,
32,
46,
78,
52,
30,
29,
34,
37,
28,
60,
50,
34,
24,
28,
31,
16,
37,
34,
39,
30,
38,
32,
23,
57,
36,
31,
28,
30,
21,
25,
42,
34,
26,
22,
31,
25,
31,
32,
53,
40,
43,
31,
31,
55,
36,
48,
27,
32,
37,
24,
29,
34,
49,
35,
29,
29,
35,
31,
44,
46,
31,
20,
42,
40,
32,
65,
50,
49,
34,
51,
64,
51,
46,
63,
48,
50,
23,
43,
31,
50,
37,
40,
26,
40,
50,
49,
66,
94,
59,
49,
41,
40,
35,
47,
73,
49,
32,
28,
20,
35,
39,
54,
55,
34,
23,
34,
18,
31,
48,
23,
26,
31,
18,
38,
25,
59,
22,
33,
32,
24,
38,
30,
42,
37,
41,
26,
40,
37,
38,
56,
57,
43,
37,
38,
49,
98,
90,
100,
84,
56,
47,
47,
95,
86,
79,
78,
71,
61,
63,
92,
105,
120,
105,
83,
63,
68,
111,
201,
107,
88,
94,
89,
66,
74,
81,
63,
43,
62,
66,
55,
79,
101,
64,
64,
51,
51,
68,
107,
115,
142,
108,
105,
97,
90,
140,
209,
184,
155,
104,
108,
102,
136,
196,
200,
146,
118,
145,
113,
139,
176,
175,
123,
156,
161,
174,
183,
217,
161,
166,
139,
133,
117,
175,
230,
222,
171,
150,
170,
163,
178,
166,
147,
126,
117,
137,
152,
181,
193,
133,
132,
161,
133,
260,
238,
231,
150,
182,
133,
148,
181,
289,
242,
175,
189,
207,
204,
252,
313,
288,
283,
213,
183,
201,
226,
244,
249,
210,
216,
188,
181,
209,
204,
209,
135,
129,
173,
157,
172,
236,
259,
181,
156,
182,
189,
205,
316,
276,
209,
205,
172,
164,
209,
253,
288,
169,
160,
187,
160,
244,
301,
284,
165,
161,
140,
176,
188,
290,
302,
220,
229,
251,
198,
341,
443,
375,
219,
221,
170,
184,
220,
288,
387,
295,
434,
469,
244,
306,
393,
499,
315,
297,
239,
218,
255,
324,
330,
328,
204,
180,
165,
154,
270,
231,
171,
135,
153,
126,
192,
210,
222,
141,
128,
148,
145,
161,
201,
199,
151,
137,
120,
116,
148,
173,
869,
470,
231,
205,
162,
165,
246,
200,
188,
144,
101,
121,
129,
178,
183,
88,
119,
102
] |
[
131,
169,
211,
275,
170,
181,
150,
169,
118,
179,
197,
124,
128,
114,
115,
114,
192,
290,
168,
161,
148,
119,
129,
176,
156,
121,
119,
117,
111,
102,
147,
134,
129,
155,
120,
139,
108,
101,
153,
166,
106,
109,
112,
134,
193,
210,
180,
124,
143,
129,
202,
297,
297,
264,
195,
191,
200,
268,
366,
325,
316,
278,
318,
326,
270,
344,
302,
316,
362,
370,
375,
413,
523,
502,
377,
347,
362,
314,
438,
520,
586,
383,
338,
348,
299,
440,
599,
648,
409,
370,
362,
376,
362,
586,
553,
436
] |
[
"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: 1033.33%",
"予測される変化率: [カラム_0] 予測される変化率: 232.82%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.83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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 1033.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 232.82%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.83 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 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] 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 26.",
"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 |
[
426,
402,
392,
553,
543,
481,
475,
570,
684,
658,
1512,
1241,
608,
575,
578,
531,
461,
549,
593,
563,
643,
502,
458,
395,
416,
475,
484,
430,
455,
408,
368,
446,
484,
497,
769,
596,
557,
502,
539,
720,
480,
497,
644,
548,
489,
641,
755,
695,
706,
539,
441,
507,
643,
760,
641,
511,
633,
526,
570,
616,
889,
683,
499,
526,
612,
658,
701,
827,
679,
668,
659,
676,
626,
574,
900,
675,
1018,
992,
902,
979,
718,
862,
672,
696,
618,
756,
600,
580,
713,
621,
551,
503,
511,
591,
616,
637,
541,
498,
652,
774,
744,
802,
778,
867,
642,
609,
635,
561,
549,
610,
681,
603,
549,
520,
481,
562,
636,
745,
1033,
662,
739,
594,
458,
482,
482,
470,
457,
418,
383,
450,
543,
555,
435,
496,
512,
553,
623,
662,
771,
748,
715,
803,
693,
686,
657,
530,
626,
805,
761,
646,
908,
791,
618,
581,
991,
762,
695,
625,
963,
614,
582,
578,
583,
619,
547,
668,
741,
627,
530,
515,
502,
590,
766,
587,
550,
531,
517,
453,
501,
559,
462,
446,
378,
323,
436,
530,
622,
566,
507,
538,
641,
593,
771,
736,
788,
772,
628,
592,
633,
656,
821,
613,
607,
598,
597,
560,
733,
777,
534,
559,
556,
598,
621,
581,
727,
597,
603,
577,
532,
548,
607,
607,
590,
593,
626,
857,
702,
800,
626,
612,
569,
645,
534,
530,
791,
842,
626,
683,
668,
662,
605,
1364,
800,
589,
727,
678,
638,
692,
668,
751,
1062,
761,
684,
999,
783,
757,
824,
708,
538,
848,
545,
557,
598,
2530,
820,
697,
694,
1414,
1000,
1042,
1203,
869,
672,
650,
1119,
1019,
750,
829,
601,
566,
656,
702,
603,
684,
659,
594,
597,
521,
550,
510,
566,
582,
594,
655,
627,
540,
546,
497,
939,
833,
637,
541,
560,
599,
544,
621,
475,
797,
600,
548,
501,
621,
498,
517,
583,
544,
799,
623,
1280,
769,
663,
637,
555,
603,
537,
537,
653,
543,
522,
559,
602,
549,
488,
555,
512,
576,
536,
511,
556,
624,
4489,
1162,
910,
603,
564,
673,
914,
1208,
859,
709,
1003,
730,
921,
743,
750,
655,
843,
739,
598,
662,
1223,
888,
666,
602,
600,
517,
524,
603,
599,
480,
595,
576,
564,
515,
659,
594,
536,
653,
674,
498,
542,
579,
646,
580,
514,
486,
403,
522,
441,
517,
506,
542,
548,
568,
555,
718,
593,
474,
465,
478,
462,
479,
686,
616,
564,
572,
549,
506,
538,
578,
762,
658,
759,
1386,
1029,
781,
855,
1337,
707,
612,
739,
796,
512,
530,
588,
631,
565,
608,
506,
484,
497,
659,
571,
618,
605,
602,
577,
621,
644,
630,
556,
624,
609,
595,
648,
599,
630,
666,
612,
681,
638,
647,
778,
759,
810,
711,
611,
603,
527,
604,
558,
700,
606,
625,
779,
703,
1062,
677,
635,
643,
608,
685,
623,
818,
758,
664,
663,
692,
724,
570,
689,
563,
571,
598,
562,
631,
606,
620,
631,
541,
585,
845,
787,
767,
851,
708,
755,
603,
748,
643,
761,
1082,
684,
1026,
692,
586,
816,
631,
722,
640,
611,
595
] |
[
1504,
789,
689,
678,
652,
639,
655,
637,
653,
650,
729,
639,
646,
633,
754,
615,
666,
637,
811,
865,
715,
671,
703,
678,
656,
1191,
1184,
890,
1386,
881,
932,
918,
868,
866,
1051,
1414,
1241,
810,
994,
1023,
987,
1036,
1092,
1143,
1050,
1042,
910,
1059,
859,
851,
962,
957,
2177,
1747,
1126,
981,
801,
770,
786,
1194,
874,
908,
885,
957,
856,
954,
977,
734,
736,
788,
803,
701,
829,
990,
732,
713,
747,
690,
812,
813,
923,
740,
715,
722,
706,
810,
875,
998,
783,
735,
708,
887,
1016,
789,
965,
731
] |
[
"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: 39.67%",
"予測される変化率: [カラム_0] 予測される変化率: -51.40%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.38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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 39.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -51.40%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.38 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"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 58 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 58.",
"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 |
[
52,
67,
78,
90,
79,
52,
51,
53,
84,
59,
93,
102,
272,
118,
69,
63,
72,
141,
111,
79,
86,
75,
92,
382,
145,
177,
92,
88,
114,
81,
162,
161,
113,
88,
108,
96,
140,
3658,
576,
252,
194,
173,
127,
124,
254,
231,
336,
142,
126,
119,
129,
972,
314,
180,
95,
135,
78,
86,
148,
399,
1090,
319,
162,
137,
120,
132,
164,
143,
99,
72,
82,
74,
165,
6919,
971,
251,
147,
147,
117,
195,
139,
150,
98,
112,
104,
92,
108,
220,
119,
87,
183,
71,
95,
71,
137,
100,
77,
91,
95,
94,
72,
145,
109,
91,
79,
81,
72,
126,
110,
117,
113,
80,
72,
82,
114,
101,
108,
80,
83,
112,
87,
95,
131,
128,
71,
98,
112,
73,
86,
148,
110,
69,
92,
154,
123,
157,
73,
84,
49,
54,
59,
86,
78,
227,
123,
73,
79,
68,
78,
73,
167,
199,
95,
67,
67,
112,
102,
121,
129,
76,
63,
77,
72,
90,
141,
113,
82,
90,
101,
85,
70,
140,
157,
103,
121,
114,
213,
239,
212,
177,
154,
140,
383,
270,
301,
447,
299,
185,
185,
116,
128,
264,
683,
212,
145,
85,
103,
146,
121,
210,
143,
100,
86,
73,
111,
129,
130,
123,
439,
173,
96,
94,
90,
141,
127,
78,
113,
74,
75,
141,
182,
109,
87,
86,
79,
82,
114,
130,
115,
93,
75,
72,
237,
131,
166,
112,
89,
79,
72,
89,
76,
226,
113,
80,
83,
88,
90,
107,
128,
80,
77,
60,
154,
116,
142,
139,
90,
116,
99,
103,
87,
85,
117,
138,
98,
78,
74,
70,
157,
555,
133,
145,
134,
127,
273,
1133,
1227,
1235,
45823,
7614,
2141,
1160,
938,
975,
812,
455,
299,
287,
234,
225,
294,
267,
143,
154,
151,
216,
264,
235,
178,
165,
144,
141,
105,
7136,
5732,
807,
325,
202,
184,
235,
181,
260,
184,
118,
114,
124,
114,
147,
157,
189,
153,
85,
99,
72,
111,
114,
127,
126,
71,
116,
70,
360,
166,
141,
110,
60,
462,
117,
165,
275,
252,
212,
117,
100,
755,
215,
174,
203,
124,
149,
163,
111,
252,
456,
845,
240,
128,
91,
106,
98,
176,
117,
79,
84,
105,
72,
153,
182,
125,
85,
74,
65,
68,
52,
85,
74,
79,
62,
64,
105,
74,
102,
346,
75,
305,
119,
109,
81,
103,
203,
108,
98,
57,
74,
75,
259,
531,
107,
100,
94,
373,
122,
104,
98,
83,
130,
126,
110,
66,
192,
229,
108,
95,
84,
84,
86,
109,
115,
92,
70,
94,
75,
87,
408,
593,
138,
90,
71,
96,
84,
92,
75,
287,
96,
79,
113,
82,
120,
121,
70,
58,
62,
75,
83,
108,
99,
75,
67,
93,
121,
8223,
1978,
650,
329,
257,
235,
158,
765,
245,
174,
119,
70,
150,
114,
128,
153,
141,
83,
80,
78,
84,
78,
119,
93,
68,
81,
84,
94,
105,
136,
119,
94,
118,
124,
148,
129,
206,
387,
210,
141,
322,
397,
2620,
3323,
12867,
4349,
855,
663,
547,
13570,
7612,
1388,
4556,
1196,
450,
290,
369,
347,
316,
192,
184,
264
] |
[
230,
150,
786,
778,
166,
114,
125,
187,
169,
250,
285,
161,
130,
106,
109,
115,
161,
3820,
219,
195,
143,
147,
112,
234,
584,
9271,
1594,
558,
346,
295,
431,
632,
447,
717,
1315,
548,
2083,
836,
1104,
261,
201,
188,
156,
210,
242,
281,
112,
107,
121,
165,
124,
687,
155,
89,
113,
95,
266,
105,
165,
141,
85,
81,
67,
69,
94,
168,
127,
101,
101,
72,
96,
90,
321,
190,
87,
83,
86,
60,
102,
399,
133,
97,
181,
153,
97,
111,
405,
167,
140,
144,
101,
215,
184,
414,
1036,
3795
] |
[
"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: 407.69%",
"予測される変化率: [カラム_0] 予測される変化率: 1550.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.95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: 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: 407.69%",
"Forecasted change rate: [column_0] Forecasted change rate: 1550.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.95 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 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
255,
266,
289,
327,
338,
283,
288,
294,
296,
293,
275,
254,
327,
261,
269,
260,
262,
280,
272,
272,
284,
234,
259,
230,
200,
213,
293,
275,
198,
180,
183,
170,
193,
283,
263,
239,
236,
207,
248,
256,
228,
242,
256,
281,
249,
329,
307,
302,
335,
242,
224,
241,
338,
348,
293,
261,
301,
302,
219,
279,
230,
211,
228,
208,
214,
231,
241,
248,
227,
246,
260,
255,
237,
344,
262,
233,
255,
242,
246,
201,
206,
220,
216,
398,
276,
282,
196,
260,
265,
210,
226,
216,
236,
227,
235,
228,
205,
241,
282,
234,
255,
244,
262,
232,
234,
229,
279,
258,
238,
286,
261,
289,
275,
282,
293,
270,
277,
233,
269,
254,
367,
252,
233,
300,
258,
232,
246,
333,
310,
248,
336,
317,
286,
319,
285,
248,
314,
266,
319,
283,
278,
318,
252,
242,
293,
275,
395,
245,
269,
264,
269,
261,
230,
314,
330,
274,
281,
262,
339,
259,
290,
605,
343,
313,
279,
268,
302,
548,
485,
290,
284,
281,
291,
248,
269,
204,
299,
223,
246,
226,
258,
217,
244,
180,
196,
453,
377,
256,
312,
264,
243,
227,
239,
295,
382,
294,
302,
281,
259,
241,
292,
348,
307,
250,
208,
208,
332,
233,
244,
237,
277,
383,
208,
207,
209,
233,
209,
281,
237,
188,
209,
228,
205,
214,
189,
246,
211,
241,
256,
204,
215,
231,
235,
235,
255,
245,
257,
243,
217,
209,
221,
229,
211,
317,
251,
231,
244,
236,
217,
211,
230,
202,
236,
358,
344,
208,
249,
215,
233,
199,
166,
237,
199,
180,
183,
201,
235,
214,
215,
205,
146,
359,
247,
308,
199,
258,
242,
270,
233,
235,
259,
261,
250,
233,
283,
318,
247,
270,
215,
187,
239,
235,
204,
229,
191,
171,
191,
222,
267,
235,
209,
198,
199,
249,
189,
196,
217,
200,
227,
205,
205,
174,
180,
208,
190,
176,
199,
157,
147,
180,
180,
173,
186,
225,
180,
160,
195,
268,
202,
190,
179,
170,
173,
218,
224,
200,
266,
225,
180,
208,
231,
246,
210,
208,
194,
241,
217,
228,
243,
192,
234,
2245,
6286,
2626,
1462,
811,
566,
459,
373,
319,
263,
274,
225,
272,
237,
236,
186,
272,
252,
206,
227,
240,
231,
244,
386,
239,
179,
311,
324,
274,
288,
212,
204,
234,
223,
284,
213,
158,
205,
283,
470,
353,
328,
279,
312,
296,
304,
487,
564,
326,
274,
213,
177,
211,
189,
158,
177,
154,
169,
201,
182,
175,
231,
164,
183,
160,
172,
163,
306,
281,
5687,
561,
328,
302,
430,
723,
7570,
34211,
3057,
1757,
1198,
924,
722,
729,
704,
628,
574,
592,
626,
491,
474,
506,
542,
499,
400,
394,
370,
374,
386,
389,
449,
325,
484,
417,
379,
299,
364,
378,
344,
554,
427,
323,
314,
288,
299,
298,
407,
295,
302,
316,
357,
315,
552,
362,
367,
328,
341,
318,
322,
302,
648,
633,
337,
324,
384,
535,
359,
296,
276,
217,
247,
331,
245,
299,
256,
365,
251,
265,
247,
267,
250,
269,
232,
242,
220,
217,
227,
211,
288,
214,
251,
243
] |
[
235,
262,
268,
300,
284,
297,
265,
370,
342,
361,
434,
356,
385,
431,
414,
393,
335,
395,
315,
559,
345,
322,
323,
463,
466,
256,
308,
256,
261,
250,
297,
238,
278,
386,
327,
324,
277,
218,
288,
212,
260,
281,
294,
261,
252,
397,
374,
309,
251,
203,
229,
221,
194,
166,
197,
185,
212,
244,
279,
242,
240,
262,
213,
308,
228,
283,
267,
1033,
257,
256,
286,
311,
754,
1960,
782,
2216,
2484,
640,
249,
235,
234,
200,
189,
198,
207,
179,
226,
218,
271,
306,
225,
262,
230,
328,
290,
241
] |
[
"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: -4.71%",
"予測される変化率: [カラム_0] 予測される変化率: 2.55%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.70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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -4.71%",
"Forecasted change rate: [column_0] Forecasted change rate: 2.55%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.70 times the mean)",
"Trend: [column_0] Trend intensification: upward 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 56 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 56.",
"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 |
[
303,
292,
303,
465,
514,
344,
360,
332,
457,
330,
258,
477,
1566,
501,
355,
377,
343,
494,
484,
407,
475,
489,
405,
405,
488,
473,
461,
418,
395,
349,
308,
312,
371,
440,
467,
335,
341,
355,
396,
476,
757,
404,
409,
412,
430,
376,
477,
504,
405,
420,
420,
393,
390,
376,
476,
468,
483,
394,
522,
437,
483,
387,
394,
299,
449,
446,
374,
445,
1034,
502,
552,
510,
3029,
915,
7527,
3053,
839,
760,
700,
829,
749,
667,
479,
542,
499,
480,
476,
471,
412,
400,
412,
388,
390,
608,
619,
493,
453,
433,
443,
443,
633,
449,
423,
359,
428,
392,
547,
476,
490,
449,
860,
466,
366,
435,
458,
460,
416,
437,
415,
484,
474,
446,
483,
436,
843,
966,
622,
537,
780,
670,
454,
523,
798,
515,
491,
583,
572,
524,
957,
756,
602,
746,
662,
675,
551,
483,
1058,
889,
554,
629,
540,
566,
546,
1066,
858,
519,
551,
622,
579,
450,
932,
542,
680,
671,
458,
516,
507,
1022,
759,
786,
785,
635,
653,
941,
728,
646,
491,
538,
711,
890,
1007,
743,
716,
594,
711,
774,
928,
569,
603,
694,
694,
715,
629,
669,
576,
549,
558,
493,
562,
514,
537,
488,
821,
881,
506,
502,
885,
847,
501,
465,
601,
646,
582,
542,
490,
446,
562,
563,
524,
528,
488,
552,
694,
606,
464,
479,
598,
562,
611,
883,
561,
714,
590,
562,
533,
563,
428,
459,
423,
482,
596,
416,
461,
466,
502,
397,
498,
436,
545,
735,
522,
465,
548,
401,
432,
360,
398,
559,
438,
377,
482,
535,
520,
404,
416,
628,
518,
728,
681,
511,
520,
479,
403,
428,
367,
551,
520,
459,
426,
523,
472,
352,
427,
407,
393,
311,
395,
423,
319,
438,
415,
436,
464,
368,
346,
363,
437,
535,
427,
408,
438,
532,
379,
355,
367,
365,
817,
433,
346,
453,
417,
315,
383,
456,
367,
296,
335,
358,
433,
4469,
1363,
482,
394,
411,
427,
476,
539,
406,
407,
347,
471,
421,
476,
378,
420,
381,
444,
460,
377,
384,
394,
396,
416,
318,
369,
349,
327,
359,
460,
359,
319,
319,
381,
399,
640,
783,
544,
467,
401,
365,
396,
581,
457,
471,
390,
389,
476,
392,
423,
717,
491,
426,
376,
498,
569,
482,
428,
589,
579,
482,
3469,
2229,
6426,
2353,
1236,
1213,
1386,
1119,
1779,
1640,
1424,
1177,
1101,
982,
1060,
1173,
1244,
941,
976,
977,
837,
928,
803,
846,
824,
794,
801,
795,
733,
615,
750,
646,
537,
642,
613,
730,
747,
736,
639,
530,
504,
489,
514,
489,
608,
752,
569,
469,
603,
548,
583,
714,
534,
600,
3071,
2832,
1385,
1194,
1199,
659,
594,
655,
554,
556,
728,
1144,
656,
470,
427,
413,
453,
551,
1104,
883,
462,
413,
444,
448,
497,
681,
679,
501,
407,
481,
457,
558,
610,
519,
526,
508,
439,
539,
601,
502,
490,
513,
447,
420,
495,
513,
535,
524,
394,
600,
441,
466,
631,
543,
459,
619,
419,
435,
507,
593,
505,
434,
425,
401,
351,
450,
494,
569,
657,
507,
602,
479,
408,
499,
589,
889,
552,
488
] |
[
432,
507,
479,
686,
560,
394,
523,
578,
778,
807,
866,
598,
490,
516,
431,
492,
596,
814,
581,
541,
432,
533,
576,
656,
594,
444,
426,
470,
490,
684,
692,
811,
1160,
1105,
853,
790,
637,
1110,
1738,
1289,
1267,
868,
745,
816,
1059,
1075,
687,
1346,
874,
766,
1167,
1150,
1060,
634,
616,
574,
622,
515,
769,
843,
795,
737,
626,
632,
534,
710,
771,
513,
544,
523,
482,
613,
663,
740,
564,
517,
559,
488,
458,
669,
683,
1272,
537,
449,
481,
516,
660,
734,
523,
515,
510,
521,
594,
672,
761,
688
] |
[
"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: 61.06%",
"予測される変化率: [カラム_0] 予測される変化率: 59.26%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.82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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 61.06%",
"Forecasted change rate: [column_0] Forecasted change rate: 59.26%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.82 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"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 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
513,
493,
387,
195,
204,
439,
563,
501,
484,
369,
184,
159,
335,
290,
415,
394,
331,
151,
202,
434,
434,
435,
401,
251,
120,
147,
359,
356,
363,
285,
244,
100,
110,
297,
459,
359,
376,
353,
184,
188,
393,
387,
389,
384,
355,
215,
276,
413,
484,
426,
374,
332,
196,
276,
517,
598,
549,
538,
413,
261,
312,
563,
617,
678,
611,
486,
317,
392,
722,
763,
774,
764,
622,
429,
584,
962,
1008,
1099,
1041,
789,
584,
824,
1146,
1085,
996,
1056,
864,
635,
957,
1356,
1188,
1220,
1233,
1009,
761,
978,
1338,
1446,
1458,
1274,
1004,
745,
1080,
1445,
1416,
1347,
1290,
997,
793,
1139,
1498,
1378,
1371,
1255,
986,
575,
796,
1133,
1110,
1166,
1149,
980,
761,
1054,
1489,
1526,
1580,
1529,
1203,
902,
1263,
1487,
1192,
1368,
1364,
1178,
699,
1053,
1311,
1398,
1576,
1346,
1100,
811,
1136,
1492,
1533,
1507,
1407,
1066,
807,
1151,
1490,
1419,
1513,
1373,
1201,
929,
1314,
1615,
1703,
1774,
1568,
1256,
1031,
1477,
1685,
1703,
1623,
1376,
879,
456,
495,
750,
719,
708,
466,
359,
502,
603,
737,
895,
809,
594,
525,
937,
1139,
1529,
1748,
1646,
1611,
1306,
1004,
1377,
1535,
1490,
1517,
1320,
965,
711,
1125,
1313,
1347,
1285,
1256,
964,
592,
905,
1199,
1155,
1224,
1014,
876,
570,
858,
1204,
1176,
1213,
1104,
875,
571,
823,
1189,
1198,
1113,
1062,
2025,
515,
686,
1067,
1035,
1073,
1057,
840,
605,
587,
1025,
1168,
1110,
996,
891,
576,
835,
1174,
1066,
1262,
1132,
947,
677,
851,
1262,
1394,
1230,
1200,
934,
660,
938,
1336,
1466,
1294,
1182,
846,
600,
912,
1239,
1120,
1248,
1123,
855,
524,
533,
948,
1243,
1258,
1125,
906,
540,
764,
1125,
1108,
1173,
1027,
920,
556,
646,
1106,
1167,
1161,
1077,
821,
623,
699,
1228,
1213,
1116,
1101,
885,
652,
897,
1283,
1189,
1219,
1127,
937,
663,
820,
1162,
1233,
981,
685,
747,
603,
862,
1238,
1379,
1367,
1192,
933,
610,
730,
1015,
1169,
1190,
1230,
972,
723,
1065,
1236,
1276,
1280,
1092,
898,
658,
908,
1152,
1114,
1133,
1158,
837,
656,
784,
1038,
1006,
1076,
1022,
805,
631,
821,
1052,
1029,
951,
888,
768,
577,
965,
1034,
843,
704,
705,
555,
282,
348,
609,
714,
625,
512,
384,
198,
217,
502,
511,
478,
470,
404,
160,
194,
471,
528,
425,
270,
302,
183,
181,
400,
432,
421,
418,
357,
186,
176,
416,
446,
414,
367,
295,
151,
166,
349,
397,
381,
386,
311,
149,
202,
368,
399,
398,
386,
322,
172,
183,
271,
378,
420,
452,
346,
248,
281,
479,
547,
505,
549,
460,
248,
258,
481,
603,
564,
524,
444,
271,
354,
711,
796,
769,
696,
586,
424,
511,
882,
988,
978,
978,
738,
583,
846,
1043,
1205,
1186,
1073,
800,
611,
891,
1206,
1267,
1207,
1118,
901,
732,
904,
1361,
1356,
1518,
1386,
1042,
862,
1166,
1425,
1486,
1531,
1613,
1173,
867,
1233,
1664,
1534,
1508,
1318,
1170,
714,
919,
1440,
1361,
1249,
1121,
923,
691,
884,
1095,
1253,
1475,
1394,
1114,
999,
1387,
1662,
1681,
1605,
1183,
861,
803,
1191,
1467,
1583,
1552,
1421,
1293,
827,
1234,
1457,
1494,
1537
] |
[
1392,
1039,
865,
1179,
1511,
1541,
1669,
1451,
1207,
845,
1257,
1646,
1580,
1566,
1499,
1224,
1087,
1379,
1770,
1660,
1586,
1492,
927,
487,
567,
801,
879,
801,
790,
571,
415,
378,
686,
814,
813,
890,
836,
520,
532,
1243,
1561,
1645,
1702,
1294,
911,
1229,
1479,
1496,
1664,
1371,
1103,
812,
1038,
1305,
1334,
1317,
1398,
1033,
730,
952,
1223,
1299,
1328,
1129,
947,
640,
828,
1251,
1229,
1321,
1148,
898,
600,
811,
1174,
1147,
1185,
1257,
862,
586,
723,
1107,
1012,
1106,
953,
925,
566,
702,
1068,
1226,
1168,
1183,
878,
698,
929,
1338
] |
[
"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: 199.61%",
"予測される変化率: [カラム_0] 予測される変化率: -3.88%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.45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: 39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: 199.61%",
"Forecasted change rate: [column_0] Forecasted change rate: -3.88%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.45 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 39",
"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 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 |
[
153,
186,
182,
129,
151,
143,
220,
154,
173,
146,
353,
153,
169,
163,
156,
129,
284,
153,
190,
209,
219,
284,
192,
185,
180,
207,
219,
217,
161,
247,
267,
220,
243,
368,
365,
3894,
542,
265,
329,
201,
233,
218,
264,
180,
175,
203,
193,
168,
211,
147,
136,
202,
203,
214,
321,
329,
889,
345,
225,
366,
269,
201,
300,
384,
275,
214,
247,
247,
252,
224,
205,
338,
205,
198,
236,
383,
186,
226,
224,
158,
167,
213,
227,
193,
195,
189,
212,
247,
213,
210,
219,
308,
315,
266,
232,
854,
275,
242,
318,
329,
279,
325,
257,
205,
189,
241,
205,
184,
214,
286,
326,
246,
232,
234,
267,
217,
220,
302,
212,
203,
249,
223,
196,
199,
187,
194,
279,
291,
254,
727,
715,
569,
372,
356,
346,
285,
241,
253,
278,
304,
250,
299,
373,
270,
261,
335,
290,
452,
212,
214,
288,
561,
282,
223,
192,
195,
218,
205,
218,
248,
200,
195,
219,
155,
175,
229,
244,
204,
213,
224,
161,
215,
245,
194,
184,
203,
209,
211,
210,
299,
345,
278,
298,
295,
230,
263,
271,
308,
367,
312,
429,
450,
387,
468,
1118,
1168,
1805,
2577,
5923,
14118,
6193,
3824,
2412,
2178,
2206,
1277,
956,
749,
697,
611,
688,
547,
461,
388,
436,
467,
413,
420,
434,
388,
381,
329,
301,
317,
275,
301,
368,
350,
334,
380,
264,
252,
193,
203,
249,
266,
284,
367,
386,
350,
326,
368,
554,
482,
550,
330,
237,
232,
339,
296,
398,
369,
371,
320,
216,
257,
227,
272,
276,
419,
333,
486,
297,
351,
303,
270,
237,
211,
231,
300,
248,
219,
238,
208,
229,
219,
198,
204,
241,
184,
225,
273,
265,
224,
248,
278,
336,
342,
303,
220,
248,
240,
206,
249,
226,
244,
218,
202,
272,
282,
261,
275,
208,
211,
241,
235,
258,
416,
254,
280,
284,
215,
252,
256,
341,
230,
285,
206,
264,
272,
267,
315,
237,
350,
729,
667,
490,
454,
447,
382,
439,
346,
379,
358,
338,
234,
261,
309,
216,
195,
276,
257,
266,
247,
270,
446,
355,
374,
325,
323,
272,
262,
266,
197,
223,
227,
205,
203,
216,
264,
243,
214,
212,
188,
229,
194,
247,
213,
195,
191,
177,
228,
253,
273,
178,
270,
234,
276,
266,
254,
439,
413,
319,
337,
318,
239,
263,
343,
222,
214,
241,
278,
541,
261,
182,
234,
187,
242,
243,
251,
253,
218,
220,
168,
184,
228,
1439,
224,
187,
174,
213,
169,
166,
194,
238,
207,
145,
181,
164,
160,
180,
154,
181,
182,
249,
160,
173,
153,
188,
209,
171,
252,
228,
220,
241,
174,
186,
149,
172,
157,
186,
244,
174,
196,
209,
217,
223,
188,
211,
213,
176,
237,
233,
204,
247,
238,
184,
213,
262,
281,
535,
253,
251,
250,
233,
241,
262,
340,
343,
273,
266,
265,
263,
209,
237,
231,
190,
213,
587,
212,
254,
258,
304,
226,
220,
164,
208,
223,
203,
346,
337,
264,
253,
307,
266,
355,
283,
610,
239,
263,
342,
258,
262,
261,
293,
238,
179,
207,
252,
270,
249,
361
] |
[
211,
196,
166,
191,
179,
226,
177,
230,
207,
252,
349,
262,
311,
255,
238,
170,
330,
253,
245,
237,
254,
245,
230,
286,
393,
358,
252,
248,
267,
212,
273,
289,
256,
318,
265,
265,
271,
244,
278,
240,
240,
243,
265,
250,
297,
385,
431,
296,
256,
278,
226,
227,
252,
280,
293,
251,
256,
255,
193,
236,
290,
213,
231,
185,
145,
151,
168,
195,
183,
215,
325,
204,
191,
184,
222,
247,
241,
246,
284,
196,
157,
177,
155,
210,
210,
180,
208,
233,
203,
222,
201,
259,
232,
297,
507,
365
] |
[
"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: 135.95%",
"予測される変化率: [カラム_0] 予測される変化率: 72.99%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.08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: 135.95%",
"Forecasted change rate: [column_0] Forecasted change rate: 72.99%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.08 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 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 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 |
[
0,
0,
4,
6,
3,
1,
1,
3,
10,
6,
3,
2,
4,
8,
5,
2,
1,
4,
2,
5,
3,
3,
3,
1,
2,
0,
1,
1,
5,
2,
3,
4,
3,
2,
0,
1,
4,
2,
1,
5,
4,
7,
4,
2,
3,
5,
3,
6,
3,
12,
2,
10,
4,
5,
1,
3,
6,
1,
3,
2,
2,
4,
1,
9,
5,
3,
4,
2,
3,
3,
4,
1,
4,
2,
3,
5,
1,
21,
7,
7,
6,
14,
8,
9,
6,
5,
9,
7,
3,
4,
2,
6,
11,
8,
12,
3,
7,
10,
5,
5,
6,
3,
11,
6,
12,
5,
3,
3,
12,
7,
14,
3,
5,
27,
3,
10,
4,
6,
8,
5,
5,
5,
6,
6,
10,
8,
5,
9,
10,
10,
6,
3,
4,
5,
17,
12,
3,
4,
6,
2,
6,
7,
11,
5,
10,
8,
13,
3,
8,
76,
12,
11,
15,
12,
9,
8,
11,
9,
9,
6,
3,
6,
3,
3,
4,
7,
9,
3,
4,
9,
7,
6,
13,
10,
9,
5,
5,
6,
4,
5,
4,
7,
14,
5,
2,
7,
4,
12,
5,
15,
13,
7,
7,
9,
0,
5,
9,
3,
7,
2,
4,
1,
8,
10,
14,
6,
8,
7,
7,
8,
6,
6,
5,
11,
9,
13,
3,
8,
27,
6,
7,
4,
7,
8,
6,
15,
7,
4,
8,
7,
8,
10,
4,
6,
9,
4,
9,
6,
15,
2,
10,
8,
9,
8,
11,
2,
6,
5,
8,
4,
6,
5,
3,
5,
5,
8,
21,
8,
6,
14,
13,
7,
11,
29,
9,
7,
6,
7,
5,
14,
5,
5,
9,
8,
3,
4,
8,
5,
8,
45,
7,
5,
11,
10,
9,
12,
8,
6,
7,
6,
17,
7,
5,
9,
9,
10,
5,
8,
4,
9,
5,
6,
9,
4,
9,
4,
10,
8,
4,
8,
5,
11,
6,
10,
3,
13,
4,
6,
4,
11,
4,
4,
6,
1,
8,
4,
8,
11,
9,
6,
14,
4,
10,
11,
7,
11,
4,
3,
6,
8,
4,
31,
18,
5,
8,
8,
7,
8,
7,
8,
8,
7,
2,
6,
5,
1,
16,
8,
5,
2,
10,
11,
9,
8,
23,
18,
8,
3,
13,
7,
12,
4,
5,
8,
10,
13,
16,
5,
17,
9,
7,
10,
6,
15,
12,
5,
10,
3,
5,
6,
11,
7,
6,
7,
8,
9,
7,
4,
12,
7,
5,
4,
4,
2,
8,
8,
7,
6,
13,
5,
7,
3,
9,
7,
8,
8,
8,
11,
5,
6,
5,
11,
3,
3,
4,
11,
7,
15,
7,
11,
6,
3,
2,
7,
21,
8,
8,
2,
8,
7,
7,
7,
10,
12,
3,
21,
14,
15,
12,
70,
13,
16,
9,
12,
4,
9,
13,
13,
10,
12,
4,
6,
8,
9,
2,
6,
9,
9,
8,
6,
6,
7,
13,
5,
8,
9,
11,
10,
11,
11,
6,
14,
3,
7,
6,
7,
7,
18,
7,
4,
10,
5,
5,
7,
6,
4,
11,
13,
2,
9,
6,
4,
9,
7,
7,
5,
8,
7,
10,
12,
8,
9
] |
[
3,
9,
6,
16,
7,
17,
3,
7,
12,
6,
5,
4,
7,
2,
7,
11,
9,
4,
9,
6,
9,
11,
7,
11,
3,
7,
13,
13,
7,
10,
10,
8,
6,
5,
13,
9,
13,
6,
10,
21,
8,
21,
8,
8,
5,
15,
6,
6,
5,
6,
6,
5,
9,
2,
7,
7,
8,
6,
3,
5,
13,
10,
4,
8,
11,
7,
11,
5,
5,
4,
9,
6,
5,
4,
5,
7,
6,
3,
10,
5,
5,
13,
29,
109,
5207,
11231,
1326,
2575,
2808,
2818,
1533,
567,
22055,
7578,
4438,
2326
] |
[
"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: 125.00%",
"予測される変化率: [カラム_0] 予測される変化率: 77433.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の9.72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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 125.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 77433.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 9.72 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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 60 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 60."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1301,
1205,
1025,
784,
1101,
1276,
1264,
1283,
1157,
1280,
911,
1146,
1277,
1605,
1228,
1173,
1298,
983,
1105,
1264,
1339,
1235,
1156,
1264,
882,
1053,
1239,
1345,
1293,
1210,
1379,
906,
2229,
1254,
1392,
1375,
1259,
1424,
1239,
1314,
1432,
1395,
1342,
2287,
1334,
1020,
1201,
1414,
1387,
1355,
1279,
1230,
944,
1084,
1342,
1214,
1204,
1150,
1084,
958,
1019,
1446,
1632,
1233,
1249,
1138,
945,
1035,
1469,
1485,
1456,
1373,
1102,
970,
1021,
1318,
1310,
1234,
1179,
1142,
1024,
1006,
1307,
1323,
1548,
1358,
1400,
1117,
991,
1325,
1301,
1297,
1319,
1147,
942,
1138,
1319,
1325,
1391,
1278,
1189,
1032,
1158,
1424,
1488,
1467,
1991,
1327,
1041,
1235,
1436,
1372,
1382,
1374,
1414,
1000,
1149,
1442,
1492,
1292,
1347,
1376,
1189,
1162,
1353,
1372,
1396,
1466,
1622,
1113,
1142,
1583,
1371,
1375,
1349,
1233,
1083,
1482,
1465,
1436,
1431,
1501,
1391,
1039,
1180,
1404,
1269,
1298,
985,
1019,
1118,
1104,
1386,
1698,
1567,
1274,
1273,
1017,
1363,
1452,
1357,
1394,
1345,
1162,
1016,
1265,
1454,
1379,
1360,
1213,
1082,
869,
982,
1153,
1164,
1044,
943,
748,
978,
997,
1173,
1232,
1418,
1026,
990,
1162,
1647,
1452,
1533,
1597,
1422,
1376,
1193,
1792,
1689,
1609,
1436,
1470,
1264,
1303,
1454,
1554,
1574,
1457,
1546,
1295,
1033,
1174,
1350,
1278,
1421,
1277,
1173,
1026,
1354,
1646,
1400,
1446,
1485,
1332,
1001,
1050,
1401,
1429,
1302,
1269,
1295,
982,
1226,
1363,
1325,
1235,
1353,
1168,
1059,
1425,
1743,
1624,
1673,
1429,
1446,
1002,
1233,
1414,
1506,
1429,
1358,
1272,
1013,
1536,
1558,
1485,
1579,
1376,
1225,
1004,
1472,
1718,
1438,
1201,
1125,
1219,
1014,
903,
1394,
1268,
1276,
1366,
1030,
979,
1061,
1204,
1499,
1995,
1465,
1385,
1273,
1527,
1579,
1508,
1825,
1380,
1629,
1126,
1187,
1435,
1377,
1376,
1379,
1280,
983,
1153,
1395,
1461,
1420,
13105,
1495,
1122,
1223,
1470,
1530,
1462,
1335,
1202,
1076,
1248,
1263,
1447,
1317,
1258,
1272,
964,
1116,
1721,
1765,
1527,
1414,
1238,
1522,
1429,
1562,
1559,
1398,
1446,
1337,
1174,
1360,
1681,
1487,
1378,
1363,
1312,
1398,
1569,
1540,
1743,
1642,
1687,
1524,
1207,
1332,
1419,
1530,
1534,
1386,
1233,
1235,
1371,
1474,
1519,
1355,
1366,
1256,
1041,
1099,
1596,
1611,
1304,
1388,
1163,
1242,
1371,
1369,
1386,
1311,
1299,
1209,
916,
1345,
1266,
1191,
1242,
1216,
1028,
1372,
1259,
1325,
1352,
1315,
1219,
1180,
1155,
1171,
1256,
1203,
1231,
1153,
1094,
1438,
2979,
1459,
1346,
1195,
1371,
1104,
1566,
1379,
2185,
1907,
1473,
1275,
1197,
908,
1078,
1170,
1364,
1359,
1247,
1119,
1403,
917,
1100,
1222,
1070,
1197,
1109,
927,
926,
1185,
1145,
1318,
1244,
1176,
1017,
1036,
1280,
1428,
1172,
1368,
1117,
912,
971,
1116,
1178,
1173,
1330,
1172,
908,
976,
1305,
1126,
1103,
1150,
1180,
875,
1129,
1145,
1169,
1162,
1182,
1177,
861,
1001,
1246,
1226,
1337,
1228,
1160,
851,
1199,
1429,
1502,
1302,
1184,
1233,
1050,
1111,
1305,
1236,
1363,
1436,
1279,
992,
1196,
1425,
1432,
1265,
1362,
1112,
857,
1028,
4188,
2720,
1690,
1508,
1315,
1008,
1100,
1478,
1488,
1528,
1425,
1213,
891,
1247,
1521,
1333,
1153,
1298,
1036,
1015,
1067,
1449,
1357,
1295,
1390,
1175,
856,
1399,
1318,
1261,
1299
] |
[
944,
928,
870,
1205,
1319,
1320,
1206,
1222,
1051,
889,
1075,
1299,
1364,
1379,
1279,
1104,
924,
1018,
1276,
1224,
1225,
1202,
1099,
926,
1086,
1247,
1119,
1414,
1177,
998,
726,
720,
948,
1145,
1040,
1087,
961,
839,
888,
1044,
1220,
1379,
1215,
1135,
1148,
1134,
1433,
1455,
1319,
1192,
1131,
853,
1088,
1346,
1620,
1707,
1621,
1439,
1396,
1454,
1625,
2357,
1590,
1569,
1422,
1407,
1440,
1541,
1485,
1358,
1344,
1415,
1443,
1368,
1317,
1293,
1356,
1258,
1239,
35179,
1208,
1297,
26340,
1283,
1289,
2365,
1768,
146779,
28074,
1657,
1601,
19185,
11174,
16651,
1468,
1891
] |
[
"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: -0.15%",
"予測される変化率: [カラム_0] 予測される変化率: 100.32%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.58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: -0.15%",
"Forecasted change rate: [column_0] Forecasted change rate: 100.32%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.58 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 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 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
101,
90,
88,
160,
107,
122,
112,
163,
94,
78,
76,
78,
97,
76,
85,
129,
95,
64,
49,
73,
64,
83,
72,
39,
84,
49,
59,
52,
169,
57,
73,
31,
52,
57,
42,
148,
125,
41,
54,
45,
32,
47,
53,
39,
41,
43,
35,
43,
48,
45,
89,
45,
40,
36,
53,
43,
39,
44,
38,
37,
39,
75,
100,
126,
65,
55,
75,
40,
46,
79,
53,
57,
48,
46,
29,
32,
50,
41,
56,
46,
35,
56,
28,
59,
33,
45,
56,
26,
44,
42,
42,
38,
48,
35,
47,
40,
42,
42,
45,
53,
73,
37,
47,
50,
49,
47,
50,
51,
37,
30,
40,
46,
220,
43,
41,
35,
46,
33,
35,
40,
31,
29,
38,
32,
52,
42,
43,
36,
53,
35,
34,
87,
41,
33,
44,
31,
22,
38,
43,
37,
38,
37,
23,
30,
34,
34,
42,
28,
55,
38,
27,
25,
47,
43,
49,
51,
50,
53,
50,
46,
48,
79,
64,
53,
63,
74,
69,
92,
69,
54,
70,
59,
87,
91,
70,
75,
39,
23,
40,
52,
45,
66,
45,
45,
29,
54,
69,
122,
47,
45,
79,
68,
70,
222,
82,
50,
77,
56,
46,
39,
44,
46,
155,
81,
63,
51,
32,
35,
31,
832,
817,
435,
947,
444,
459,
803,
1257,
1080,
922,
2079,
577,
660,
791,
1029,
1164,
1139,
670,
555,
470,
542,
336,
291,
401,
445,
214,
222,
530,
1051,
674,
3148,
1337,
436,
424,
732,
354,
217,
175,
95,
133,
108,
170,
122,
152,
59,
56,
61,
71,
462,
2278,
1145,
481,
247,
249,
218,
406,
176,
136,
93,
47,
73,
78,
94,
105,
121,
91,
148,
95,
84,
133,
145,
102,
110,
92,
49,
49,
57,
300,
154,
75,
71,
48,
54,
58,
44,
58,
613,
334,
142,
61,
84,
53,
90,
98,
54,
53,
69,
94,
88,
76,
61,
66,
54,
45,
61,
111,
132,
45,
56,
45,
40,
44,
91,
87,
90,
38,
34,
47,
50,
100,
46,
60,
83,
28,
105,
49,
60,
56,
69,
43,
31,
33,
60,
47,
54,
59,
92,
53,
41,
42,
45,
46,
75,
49,
40,
34,
50,
56,
43,
38,
43,
30,
88,
145,
63,
117,
50,
37,
29,
35,
50,
39,
62,
77,
52,
46,
40,
46,
53,
55,
57,
63,
64,
56,
53,
198,
179,
68,
44,
59,
44,
26,
35,
40,
34,
116,
62,
52,
56,
71,
42,
42,
38,
17,
27,
27,
31,
90,
65,
66,
22,
20,
32,
58,
126,
45,
35,
65,
31,
50,
62,
29,
26,
41,
28,
23,
49,
30,
44,
22,
31,
27,
24,
45,
81,
46,
75,
38,
41,
33,
117,
834,
3176,
3872,
1966,
907,
520,
700,
565,
438,
284,
187,
140,
122,
160,
528,
723,
403,
145,
89,
87,
118,
129,
78,
74,
53,
61,
92,
64,
93,
49,
72,
53,
46,
45,
63,
78,
46,
242,
176,
57,
68,
84,
95,
64,
92,
62,
57,
75,
68,
56,
58,
68,
73,
68,
49,
54,
44,
44,
33,
40,
26,
41,
47,
77,
43,
107,
134,
138,
130,
575,
203,
107680
] |
[
21171,
6158,
3708,
2591,
1673,
1056,
720,
490,
435,
278,
299,
418,
237,
246,
198,
345,
174,
150,
150,
137,
171,
172,
116,
97,
112,
141,
135,
118,
169,
75,
58,
50,
94,
120,
102,
172,
89,
99,
83,
105,
93,
91,
70,
53,
58,
136,
67,
84,
123,
79,
74,
112,
107,
106,
83,
82,
81,
63,
76,
64,
87,
143,
84,
75,
62,
56,
56,
61,
234,
166,
80,
72,
69,
640,
308,
194,
134,
122,
123,
78,
110,
112,
78,
91,
102,
85,
56,
68,
96,
81,
63,
76,
80,
51,
49,
86
] |
[
"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: 106513.86%",
"予測される変化率: [カラム_0] 予測される変化率: -99.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.49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: 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10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: 106513.86%",
"Forecasted change rate: [column_0] Forecasted change rate: -99.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.49 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 10 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 2 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 2.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"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 |
[
397,
321,
290,
365,
365,
357,
1966,
944,
710,
400,
585,
572,
376,
718,
476,
403,
338,
375,
903,
632,
1173,
782,
500,
364,
459,
518,
324,
513,
391,
292,
270,
234,
310,
397,
815,
761,
562,
355,
433,
452,
446,
572,
757,
412,
435,
346,
371,
389,
458,
485,
289,
446,
394,
344,
476,
446,
383,
352,
329,
294,
312,
219,
357,
364,
251,
366,
378,
1364,
470,
543,
561,
398,
354,
452,
1289,
422,
370,
274,
245,
267,
251,
1043,
506,
445,
369,
232,
780,
376,
802,
254,
204,
188,
206,
265,
263,
274,
266,
462,
408,
444,
255,
266,
228,
257,
229,
378,
272,
267,
342,
607,
308,
354,
319,
255,
258,
241,
256,
230,
3821,
1525,
642,
453,
521,
431,
482,
563,
426,
540,
572,
349,
355,
249,
307,
3708,
5243,
819,
538,
617,
349,
273,
325,
363,
332,
577,
489,
441,
297,
274,
260,
380,
337,
283,
261,
319,
279,
926,
568,
443,
337,
583,
2077,
970,
666,
883,
586,
345,
311,
828,
520,
298,
378,
371,
253,
242,
322,
375,
260,
379,
338,
341,
317,
255,
390,
643,
793,
906,
932,
901,
640,
1352,
616,
583,
910,
496,
1236,
540,
434,
346,
902,
631,
753,
328,
348,
486,
332,
2603,
1365,
869,
735,
762,
615,
601,
2020,
4647,
4652,
7999,
8244,
5416,
4918,
6440,
8075,
2918,
2535,
4007,
4403,
7950,
17363,
8210,
4786,
4501,
5367,
2295,
3997,
7481,
10132,
6567,
7537,
8165,
8703,
5803,
5222,
6965,
4444,
5370,
4478,
4012,
4765,
5897,
8685,
5697,
3104,
6155,
4587,
31740,
4337,
14815,
6908,
4739,
5262,
3482,
3602,
5948,
15568,
9052,
8361,
5584,
3085,
3479,
2265,
2890,
2551,
2548,
2421,
2637,
2615,
5111,
11131,
2794,
2271,
3143,
1299,
1771,
1129,
903,
811,
531,
565,
540,
559,
3986,
1348,
935,
626,
488,
560,
4755,
2524,
2631,
1592,
832,
653,
703,
1038,
1398,
1363,
2718,
2418,
1243,
2106,
3957,
1093,
1100,
791,
670,
1647,
2024,
2839,
17708,
5449,
2198,
1918,
1155,
869,
740,
761,
724,
656,
432,
381,
420,
2595,
1249,
2975,
940,
571,
461,
4170,
1265,
738,
1392,
791,
582,
521,
526,
1167,
812,
6091,
1147,
605,
450,
464,
867,
557,
744,
2247,
406,
390,
326,
381,
381,
426,
462,
263,
276,
283,
259,
258,
4198,
808,
563,
4801,
1181,
618,
457,
557,
1556,
371,
318,
850,
349,
298,
521,
485,
11837,
1505,
795,
650,
490,
2786,
728,
374,
359,
14728,
932,
626,
573,
3147,
874,
731,
10039,
982,
617,
765,
21055,
2040,
1303,
647,
584,
647,
905,
414,
799,
905,
656,
468,
375,
395,
495,
346,
338,
367,
394,
384,
403,
496,
561,
494,
585,
6881,
1171,
775,
975,
947,
758,
752,
881,
555,
1487,
2618,
777,
574,
569,
526,
492,
889,
546,
592,
415,
394,
459,
375,
427,
389,
1954,
791,
545,
481,
407,
400,
356,
828,
550,
454,
406,
405,
427,
474,
576,
475,
464,
416,
402,
468,
486,
439,
463,
489,
344,
366,
424,
520,
392,
410,
346,
300,
330,
350,
2160,
542,
392,
376,
433,
333,
349,
359,
272,
308,
320,
343,
309,
356,
397,
282,
224,
187,
189,
321,
543,
412,
255,
257,
385
] |
[
221,
192,
217,
236,
227,
212,
295,
265,
191,
261,
256,
177,
181,
221,
389,
312,
587,
339,
227,
200,
254,
209,
175,
227,
190,
258,
215,
200,
205,
245,
221,
250,
375,
243,
270,
3238,
1627,
623,
471,
843,
5335,
1300,
1034,
1068,
3330,
1107,
34855,
8338,
2087,
1454,
3810,
3427,
1976,
1427,
891,
915,
617,
1802,
1588,
1708,
840,
863,
627,
1138,
7660,
7781,
3755,
1559,
1053,
952,
816,
2107,
2449,
6280,
1061,
824,
672,
907,
1792,
1808,
1080,
1207,
2973,
1366,
894,
2496,
2808,
1642,
1022,
715,
805,
862,
1738,
1354,
994,
683
] |
[
"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: -3.02%",
"予測される変化率: [カラム_0] 予測される変化率: 209.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.89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: 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: upward",
"Historical change rate: [column_0] Historical change rate: -3.02%",
"Forecasted change rate: [column_0] Forecasted change rate: 209.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.89 times the mean)",
"Trend: [column_0] Trend intensification: upward 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 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 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 weak.",
"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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
396,
377,
395,
486,
569,
410,
430,
433,
378,
370,
508,
571,
334,
379,
396,
389,
435,
533,
561,
438,
410,
395,
394,
399,
430,
473,
394,
380,
372,
441,
412,
547,
542,
515,
599,
579,
528,
574,
920,
610,
467,
440,
459,
517,
469,
663,
669,
424,
408,
429,
339,
496,
599,
719,
518,
487,
461,
518,
530,
592,
631,
429,
466,
444,
550,
507,
642,
710,
536,
436,
487,
445,
494,
562,
637,
453,
416,
419,
434,
450,
987,
675,
456,
477,
387,
434,
478,
593,
642,
462,
458,
447,
475,
493,
709,
642,
509,
408,
460,
432,
530,
649,
634,
423,
439,
465,
352,
465,
565,
654,
399,
344,
390,
420,
507,
587,
604,
440,
376,
364,
360,
396,
431,
516,
367,
322,
364,
337,
478,
527,
500,
415,
359,
330,
381,
402,
432,
474,
294,
368,
378,
326,
442,
611,
604,
368,
329,
324,
318,
374,
470,
482,
323,
322,
317,
330,
512,
596,
522,
354,
337,
307,
332,
379,
503,
463,
286,
304,
336,
420,
512,
448,
552,
378,
438,
428,
447,
563,
716,
760,
629,
639,
583,
469,
570,
716,
699,
457,
444,
508,
361,
412,
526,
605,
453,
434,
420,
398,
417,
517,
565,
347,
357,
363,
375,
451,
482,
575,
378,
368,
509,
381,
482,
570,
504,
428,
376,
350,
423,
463,
589,
635,
383,
491,
453,
377,
472,
584,
760,
401,
417,
470,
372,
475,
576,
556,
390,
380,
354,
378,
492,
627,
685,
577,
399,
454,
566,
562,
662,
742,
445,
415,
394,
494,
451,
682,
684,
391,
411,
459,
436,
543,
663,
732,
467,
487,
490,
480,
848,
750,
825,
904,
675,
563,
522,
574,
769,
626,
480,
455,
447,
421,
552,
796,
765,
453,
418,
396,
463,
515,
778,
748,
453,
474,
493,
490,
581,
1031,
794,
418,
453,
460,
391,
547,
687,
691,
431,
466,
428,
734,
663,
901,
733,
528,
517,
435,
508,
560,
881,
967,
856,
509,
535,
624,
5188,
1286,
1494,
806,
4621,
1611,
1100,
803,
837,
853,
522,
470,
483,
512,
522,
618,
648,
435,
469,
444,
451,
512,
573,
636,
426,
541,
471,
482,
624,
622,
653,
447,
426,
435,
432,
460,
585,
618,
683,
469,
462,
490,
543,
621,
723,
478,
464,
473,
475,
527,
683,
670,
493,
505,
474,
523,
556,
665,
769,
1415,
2470,
1103,
684,
1769,
1226,
981,
1137,
735,
657,
672,
658,
830,
763,
558,
623,
641,
654,
764,
856,
889,
649,
613,
675,
671,
669,
839,
1118,
708,
545,
583,
641,
630,
911,
852,
576,
580,
560,
505,
611,
719,
709,
537,
515,
537,
525,
586,
720,
784,
495,
534,
482,
547,
710,
727,
756,
524,
475,
501,
482,
661,
799,
748,
578,
552,
639,
518,
641,
717,
841,
534,
541,
504,
507,
641,
771,
1070,
840,
551,
509,
493,
642,
723,
795,
533,
545,
523,
536,
730,
848,
900,
568,
508,
581,
520,
754,
703,
714,
461,
672,
530,
507,
553,
780,
937,
643,
647,
487,
503,
519,
800,
925,
1103,
498,
415,
438,
553,
574,
574,
427,
420,
410,
429,
719,
660,
608,
445,
417,
446
] |
[
361,
470,
596,
640,
374,
334,
362,
392,
496,
638,
791,
418,
409,
384,
412,
486,
654,
701,
489,
437,
393,
406,
423,
587,
933,
411,
375,
396,
366,
429,
501,
837,
793,
666,
642,
683,
663,
502,
681,
596,
542,
485,
511,
624,
631,
627,
409,
327,
361,
385,
471,
502,
564,
441,
333,
443,
410,
472,
513,
602,
421,
406,
390,
399,
533,
769,
756,
545,
449,
395,
364,
568,
683,
642,
466,
418,
386,
368,
431,
747,
657,
500,
421,
392,
417,
585,
711,
606,
423,
421,
413,
380,
582,
693,
737,
555
] |
[
"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: 12.63%",
"予測される変化率: [カラム_0] 予測される変化率: 53.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.56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: 34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: 12.63%",
"Forecasted change rate: [column_0] Forecasted change rate: 53.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.56 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 34",
"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 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] 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 88.",
"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 |
[
599,
606,
587,
446,
469,
627,
574,
515,
525,
508,
396,
396,
551,
511,
526,
620,
504,
380,
454,
559,
599,
541,
477,
502,
468,
483,
559,
588,
543,
522,
565,
431,
442,
488,
609,
617,
634,
646,
577,
540,
581,
641,
806,
1010,
609,
462,
568,
627,
696,
643,
920,
645,
518,
543,
600,
629,
753,
831,
740,
502,
607,
702,
680,
714,
729,
610,
516,
585,
957,
911,
716,
737,
604,
486,
609,
737,
643,
685,
1008,
665,
854,
651,
796,
731,
743,
693,
579,
494,
561,
668,
618,
651,
621,
560,
452,
570,
611,
699,
680,
601,
544,
725,
597,
745,
829,
737,
766,
618,
543,
645,
773,
925,
994,
886,
627,
660,
657,
866,
808,
742,
660,
524,
529,
526,
624,
679,
747,
681,
617,
456,
579,
765,
806,
712,
700,
621,
549,
692,
814,
852,
779,
773,
675,
499,
614,
785,
772,
831,
691,
603,
724,
651,
792,
821,
659,
689,
528,
493,
548,
659,
665,
694,
627,
521,
463,
479,
609,
556,
643,
575,
567,
400,
349,
459,
442,
382,
310,
269,
414,
409,
524,
452,
568,
375,
420,
533,
486,
569,
563,
516,
600,
572,
458,
581,
519,
533,
553,
617,
595,
414,
437,
569,
560,
592,
532,
498,
369,
536,
639,
728,
608,
683,
594,
457,
487,
621,
795,
657,
647,
550,
742,
677,
661,
626,
739,
693,
646,
515,
1343,
1009,
741,
666,
706,
554,
565,
739,
741,
790,
709,
690,
712,
562,
604,
756,
749,
1001,
714,
693,
531,
6232,
7200,
2081,
1439,
1249,
1174,
1058,
849,
899,
854,
1045,
738,
576,
478,
575,
716,
839,
936,
735,
698,
563,
633,
768,
692,
801,
771,
701,
673,
673,
705,
773,
685,
646,
617,
484,
724,
781,
652,
642,
714,
608,
498,
585,
740,
788,
736,
764,
653,
493,
625,
701,
705,
829,
864,
736,
501,
573,
663,
718,
828,
758,
753,
499,
586,
763,
733,
768,
727,
597,
495,
585,
668,
663,
758,
760,
560,
521,
710,
756,
651,
674,
647,
495,
473,
584,
685,
588,
697,
667,
564,
711,
765,
709,
702,
741,
671,
550,
488,
557,
648,
711,
650,
576,
492,
681,
421,
567,
537,
510,
517,
533,
459,
419,
410,
460,
449,
510,
478,
369,
375,
539,
519,
495,
479,
476,
335,
451,
530,
569,
583,
587,
525,
419,
462,
627,
585,
671,
665,
698,
440,
464,
698,
721,
1593,
1131,
956,
528,
541,
644,
721,
636,
611,
613,
424,
478,
653,
566,
507,
548,
508,
396,
384,
530,
596,
564,
535,
487,
375,
417,
547,
696,
636,
576,
476,
618,
535,
638,
592,
589,
681,
556,
473,
549,
664,
633,
552,
620,
528,
491,
743,
1024,
844,
728,
667,
516,
547,
528,
592,
678,
717,
647,
574,
488,
637,
865,
1376,
1006,
764,
710,
567,
582,
765,
768,
880,
634,
548,
519,
549,
1130,
886,
698,
671,
713,
535,
789,
697,
765,
858,
1028,
832,
736,
733,
831,
842,
670,
704,
632,
648,
604,
693,
838,
838,
888,
1021,
916,
1253,
1761,
3457,
13445,
6937,
3880,
2804,
2274,
2387,
1890,
1550,
1302,
1143,
1029,
1079,
1178,
1285,
1031
] |
[
918,
749,
1172,
978,
1188,
917,
900,
809,
676,
554,
660,
879,
1060,
708,
618,
675,
547,
564,
669,
686,
620,
500,
536,
457,
365,
508,
524,
510,
395,
343,
307,
225,
510,
536,
496,
529,
542,
400,
286,
525,
575,
720,
551,
522,
513,
776,
858,
904,
1052,
925,
860,
687,
737,
1057,
1250,
1570,
1702,
4873,
3171,
2404,
3819,
2793,
1824,
2039,
1867,
1121,
1043,
1261,
1295,
1033,
976,
876,
755,
798,
1200,
961,
916,
714,
706,
539,
603,
661,
660,
691,
787,
735,
568,
590,
791,
727,
699,
635,
676,
561,
589,
692
] |
[
"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: 72.12%",
"予測される変化率: [カラム_0] 予測される変化率: -24.62%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.01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: 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: 72.12%",
"Forecasted change rate: [column_0] Forecasted change rate: -24.62%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.01 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 41",
"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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
778,
783,
538,
475,
517,
633,
680,
590,
633,
469,
445,
509,
767,
658,
658,
659,
552,
575,
597,
769,
823,
995,
862,
647,
576,
641,
1327,
1027,
939,
873,
1870,
1131,
953,
1070,
1209,
1042,
1016,
859,
1111,
660,
796,
956,
875,
960,
622,
557,
672,
822,
875,
867,
760,
664,
583,
793,
928,
855,
942,
909,
808,
965,
1066,
1094,
1063,
1265,
1166,
846,
841,
998,
1370,
1201,
1006,
951,
772,
754,
920,
1076,
1192,
2101,
2270,
1487,
1090,
1333,
1702,
1468,
1437,
1079,
986,
858,
1024,
1432,
1711,
1640,
1513,
1140,
1018,
1215,
2416,
2464,
2097,
2312,
1908,
2211,
2729,
5487,
6513,
5731,
5958,
6193,
3946,
2872,
3111,
2657,
2704,
2369,
1877,
1535,
1716,
2286,
2382,
2089,
2427,
1887,
1419,
1399,
1948,
1863,
1920,
1595,
1376,
1185,
1320,
1528,
1465,
1534,
1374,
1116,
927,
1071,
1276,
1362,
1215,
1253,
1002,
1242,
2144,
2388,
2330,
1882,
2358,
2021,
1795,
1859,
2592,
3076,
2974,
2491,
1824,
1663,
1893,
2516,
2228,
2587,
2230,
1744,
1352,
1496,
1840,
1982,
1759,
1468,
1152,
977,
969,
1253,
1816,
1613,
1078,
797,
916,
943,
1222,
1087,
988,
788,
1111,
1306,
1422,
2482,
2356,
2328,
2293,
2165,
1735,
2141,
2774,
2492,
2415,
1997,
1846,
1798,
2600,
2664,
2396,
2363,
3042,
2594,
1905,
1851,
2397,
2460,
2437,
2325,
1918,
1531,
1806,
2582,
2613,
2216,
2100,
2124,
1744,
1735,
2697,
3967,
3550,
2880,
2192,
1895,
2177,
3007,
2959,
2840,
2595,
2122,
1863,
4438,
5322,
4341,
3477,
4047,
3096,
2762,
3268,
3715,
3675,
3640,
3275,
2686,
2342,
2748,
3772,
3514,
4095,
3895,
2946,
2514,
3288,
3895,
3837,
3471,
3224,
2670,
2217,
4252,
5436,
4137,
3534,
2639,
2532,
2389,
2853,
3637,
3286,
2978,
3113,
3024,
2874,
3230,
3480,
3626,
20181,
3510,
3382,
3548,
5978,
6367,
5317,
5068,
4606,
4767,
4205,
5762,
7476,
6901,
6123,
6626,
6062,
5120,
8696,
9202,
8254,
7105,
7096,
6681,
6162,
6406,
9651,
10166,
11081,
12145,
16808,
17777,
42872,
144465,
98427,
43792,
24114,
16584,
13086,
15377,
16169,
10716,
8229,
8506,
7220,
6340,
6441,
7724,
6316,
5605,
6857,
8903,
4933,
3574,
5004,
3642,
3688,
3746,
6241,
4065,
4121,
4328,
3801,
3303,
1828,
1413,
1526,
1556,
2451,
1965,
1572,
1260,
1322,
952,
1051,
2007,
1201,
1032,
914,
1046,
906,
962,
1200,
1199,
1326,
2471,
1333,
1232,
1179,
1109,
1031,
1170,
804,
666,
736,
726,
726,
793,
1205,
639,
628,
510,
624,
708,
651,
676,
770,
500,
484,
491,
833,
621,
604,
563,
589,
628,
549,
514,
765,
645,
667,
491,
478,
680,
547,
560,
717,
625,
455,
415,
512,
528,
431,
437,
462,
396,
365,
943,
788,
762,
616,
646,
556,
523,
479,
618,
519,
531,
477,
468,
532,
525,
1405,
2394,
1239,
796,
672,
453,
441,
613,
715,
589,
827,
627,
596,
570,
714,
739,
738,
641,
474,
572,
487,
612,
585,
480,
1633,
1701,
1218,
811,
792,
1066,
949,
934,
742,
704,
679,
899,
741,
644,
594,
469,
493,
538,
708,
709,
598,
1344,
1385,
854,
630,
652,
678,
611,
566,
575,
405,
434,
411,
372,
532,
552,
453,
487,
568,
600,
1050,
2323,
1192,
894,
763,
679,
760,
641,
616,
738,
795,
671,
717,
779,
587,
564
] |
[
560,
458,
463,
531,
555,
479,
509,
465,
434,
596,
819,
851,
754,
834,
928,
662,
589,
447,
449,
454,
858,
843,
572,
625,
481,
700,
508,
459,
655,
421,
370,
257,
344,
407,
468,
872,
711,
429,
388,
418,
487,
459,
562,
389,
375,
443,
398,
443,
415,
520,
340,
317,
424,
390,
456,
396,
463,
364,
286,
349,
392,
350,
449,
356,
302,
276,
326,
381,
378,
388,
385,
284,
253,
319,
314,
293,
298,
303,
250,
263,
379,
353,
299,
297,
820,
691,
400,
391,
491,
489,
466,
408,
530,
424,
370,
507
] |
[
"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: -27.51%",
"予測される変化率: [カラム_0] 予測される変化率: -9.46%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.12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: -27.51%",
"Forecasted change rate: [column_0] Forecasted change rate: -9.46%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.12 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 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] 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 88.",
"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 |
[
121,
105,
94,
93,
97,
102,
143,
134,
104,
157,
49,
72,
70,
83,
94,
113,
69,
69,
56,
81,
71,
81,
76,
77,
59,
63,
74,
75,
113,
52,
63,
52,
80,
83,
61,
74,
83,
57,
50,
81,
67,
92,
93,
88,
83,
52,
60,
85,
93,
62,
85,
64,
58,
44,
69,
56,
94,
88,
79,
75,
54,
60,
69,
60,
90,
70,
69,
61,
101,
70,
53,
54,
69,
44,
60,
66,
246,
86,
77,
118,
200,
119,
185,
62,
83,
87,
58,
76,
82,
76,
96,
121,
120,
129,
94,
74,
109,
130,
109,
94,
69,
79,
88,
132,
71,
76,
109,
89,
56,
73,
78,
63,
64,
71,
73,
46,
95,
94,
72,
124,
84,
87,
67,
75,
113,
103,
100,
116,
106,
88,
86,
83,
73,
69,
88,
102,
64,
61,
79,
55,
100,
90,
103,
98,
57,
67,
91,
68,
85,
79,
84,
72,
43,
107,
69,
102,
89,
63,
155,
109,
91,
144,
90,
110,
72,
79,
102,
107,
96,
105,
98,
83,
69,
86,
88,
114,
95,
104,
87,
108,
117,
144,
116,
101,
80,
83,
79,
110,
95,
129,
131,
140,
124,
100,
114,
138,
300,
115,
102,
101,
280,
139,
83,
119,
270,
82,
103,
116,
95,
88,
108,
85,
77,
61,
83,
96,
99,
249,
85,
78,
68,
49,
63,
82,
89,
114,
128,
126,
67,
76,
84,
87,
96,
98,
84,
105,
97,
96,
94,
94,
89,
63,
74,
420,
98,
85,
110,
104,
77,
136,
82,
415,
251,
99,
81,
83,
109,
80,
81,
96,
91,
74,
89,
95,
98,
78,
115,
124,
92,
86,
80,
103,
94,
278,
96,
106,
86,
71,
409,
71,
93,
100,
247,
432,
52,
113,
96,
85,
80,
98,
93,
76,
73,
98,
74,
66,
69,
85,
101,
88,
231,
107,
85,
120,
76,
68,
128,
97,
91,
72,
76,
112,
73,
103,
93,
90,
127,
89,
79,
96,
74,
137,
90,
130,
143,
109,
149,
194,
287,
221,
250,
89,
83,
57,
78,
108,
85,
107,
98,
83,
71,
73,
85,
66,
95,
91,
65,
98,
90,
113,
104,
100,
95,
77,
97,
84,
189,
104,
100,
78,
63,
95,
66,
81,
96,
66,
70,
63,
69,
260,
81,
101,
95,
70,
69,
71,
75,
80,
99,
79,
95,
120,
85,
94,
68,
68,
79,
91,
78,
53,
82,
150,
77,
91,
104,
69,
93,
91,
154,
408,
73,
78,
55,
122,
118,
92,
89,
93,
74,
69,
54,
53,
77,
72,
73,
55,
93,
55,
95,
77,
71,
75,
82,
76,
72,
79,
78,
90,
105,
72,
221,
61,
81,
96,
241,
98,
71,
52,
68,
79,
73,
52,
60,
38,
63,
220,
76,
233,
76,
110,
92,
94,
54,
51,
88,
106,
89,
81,
72,
58,
88,
73,
101,
70,
60,
77,
67,
61,
77,
84,
62,
57,
46,
59,
81,
79,
86,
88,
104,
70,
71,
76,
78,
83,
73,
59,
70,
70,
92,
78,
230,
71,
93,
55,
68,
85,
76,
58,
82,
100,
49,
45,
86,
85,
97,
96,
85,
62,
68,
71,
93,
120
] |
[
265,
104,
61,
225,
91,
103,
106,
106,
108,
75,
62,
98,
100,
89,
108,
82,
102,
57,
82,
90,
94,
72,
58,
103,
57,
68,
77,
71,
77,
94,
64,
75,
98,
72,
71,
93,
108,
88,
61,
97,
92,
104,
118,
100,
72,
78,
92,
95,
82,
89,
97,
65,
93,
96,
92,
88,
86,
99,
85,
82,
104,
73,
80,
83,
70,
69,
80,
85,
96,
127,
116,
109,
73,
78,
82,
95,
137,
123,
109,
75,
101,
108,
110,
123,
86,
106,
105,
103,
122,
88,
107,
87,
96,
83,
73,
94
] |
[
"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: -0.83%",
"予測される変化率: [カラム_0] 予測される変化率: -64.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.49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: -0.83%",
"Forecasted change rate: [column_0] Forecasted change rate: -64.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.49 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 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 36 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 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 36.",
"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 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
1,
2,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
2,
0,
2,
0,
0,
0,
0,
1,
0,
0,
1,
3,
0,
0,
1,
0,
2,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
1,
3,
0,
0,
0,
1,
0,
3,
1,
0,
1,
0,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
3,
0,
1,
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
2,
1,
0,
1,
0,
0,
4,
4,
1,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
1,
1,
2,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
1,
2,
2,
2,
0,
0,
1,
1,
0,
1,
0,
0,
3,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
2,
0,
0,
4,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
1,
1,
0,
0,
0,
2,
0,
3,
2,
0,
3,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
2,
0,
1,
0,
1,
0,
0,
0,
2,
1,
0,
0,
0,
1,
1,
0,
1,
1,
1,
0,
1,
2,
1,
0,
0,
1,
0,
0,
1,
0,
1,
0,
1,
3,
2,
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
2,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
2,
1,
0,
1,
1,
0,
4,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
2,
0,
1,
0,
0,
1,
0,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
1,
2,
0,
1,
1,
1,
1,
0,
0,
1,
2,
0,
1,
2,
1,
0,
0,
0,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
1,
2,
2,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
1,
1,
0,
2,
2,
0,
1,
2,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
2,
3,
1,
2,
3,
2,
1,
0,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
2,
0,
1,
1,
2,
2,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
3,
1,
2,
2,
1,
1,
0,
1,
3,
0,
0,
0,
1,
0,
0,
1,
3,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1
] |
[
0,
1,
2,
1,
2,
0,
0,
1,
0,
0,
0,
0,
0,
4,
1,
2,
0,
1,
0,
0,
1,
0,
2,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
1,
2,
0,
0,
1,
0,
2,
0,
0,
1,
1,
0,
0,
0,
1,
0,
1,
2,
1,
1,
2,
0,
1,
2,
2,
4,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
6,
16,
0,
5,
2,
3,
2,
2,
5,
4,
2,
1,
0,
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: 0.00%",
"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1.66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: 37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: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.66 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 37",
"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 32 でのデータのランダム性は低いです。",
"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] データの変動性は低いです。",
"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 has low 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 low volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
7,
3,
7,
3,
2,
3,
4,
3,
2,
4,
2,
3,
1,
5,
1,
3,
5,
2,
2,
4,
3,
1,
3,
4,
1,
4,
1,
3,
0,
2,
5,
3,
2,
3,
1,
1,
1,
3,
5,
3,
0,
15,
2,
2,
5,
3,
1,
1,
2,
2,
1,
6,
4,
2,
4,
1,
1,
3,
2,
2,
1,
2,
2,
3,
3,
4,
1,
0,
4,
2,
3,
0,
6,
2,
2,
2,
4,
2,
3,
5,
2,
4,
3,
2,
4,
2,
5,
3,
2,
4,
1,
1,
2,
4,
1,
4,
3,
1,
7,
3,
4,
6,
1,
1,
3,
3,
3,
3,
2,
1,
2,
4,
3,
2,
2,
2,
3,
2,
2,
1,
3,
3,
3,
1,
1,
4,
1,
2,
6,
2,
2,
5,
0,
3,
1,
1,
1,
1,
1,
3,
7,
1,
2,
3,
1,
2,
3,
3,
2,
8,
2,
4,
5,
2,
2,
3,
16,
15,
10,
9,
1,
3,
2,
3,
8,
4,
2,
3,
3,
25,
5,
22,
0,
6,
6,
21,
1,
11,
5,
3,
7,
1,
3,
3,
5,
1,
2,
2,
2,
4,
5,
4,
3,
2,
3,
3,
2,
4,
2,
2,
1,
3,
5,
5,
3,
8,
1,
5,
3,
1,
3,
0,
6,
2,
1,
4,
6,
0,
2,
3,
2,
3,
2,
3,
8,
3,
4,
4,
3,
5,
4,
3,
1,
4,
1,
2,
2,
2,
4,
3,
6,
2,
4,
6,
5,
4,
4,
8,
1,
4,
3,
0,
2,
2,
5,
2,
0,
3,
5,
1,
2,
4,
4,
2,
1,
5,
4,
4,
3,
0,
5,
1,
4,
0,
3,
7,
0,
2,
1,
3,
0,
1,
2,
2,
3,
1,
2,
4,
1,
3,
3,
5,
1,
6,
3,
1,
2,
0,
5,
1,
2,
1,
4,
5,
6,
5,
1,
2,
3,
2,
3,
3,
0,
4,
4,
7,
1,
2,
2,
1,
5,
0,
0,
1,
5,
1,
2,
4,
0,
0,
6,
4,
1,
3,
5,
2,
4,
1,
3,
6,
4,
2,
1,
3,
4,
3,
1,
2,
1,
2,
0,
0,
3,
0,
2,
4,
0,
2,
3,
6,
0,
4,
3,
5,
1,
2,
6,
0,
1,
1,
4,
2,
3,
2,
1,
1,
6,
2,
4,
7,
5,
4,
6,
1,
0,
1,
4,
5,
4,
1,
3,
5,
2,
4,
5,
4,
1,
3,
4,
5,
3,
2,
2,
1,
3,
4,
1,
3,
3,
1,
2,
1,
1,
1,
1,
3,
5,
2,
1,
0,
1,
4,
3,
7,
4,
1,
2,
1,
1,
3,
5,
1,
3,
1,
4,
0,
7,
1,
0,
2,
2,
0,
3,
7,
3,
4,
1,
3,
1,
2,
2,
1,
3,
2,
2,
1,
3,
6,
5,
3,
5,
1,
1,
1,
5,
0,
0,
0,
0,
4,
0,
3,
1,
4,
0,
2,
1,
0,
5,
2,
0,
0,
2,
1,
0,
2,
3,
0,
2,
2,
0,
0,
2,
11,
1,
0,
5,
0,
1,
6,
4,
2,
2,
0,
1,
2,
4,
2,
3,
1,
4
] |
[
0,
4,
2,
4,
0,
2,
0,
3,
0,
5,
2,
0,
3,
1,
5,
4,
2,
1,
1,
0,
3,
3,
3,
4,
1,
1,
0,
21,
4,
28,
38,
21,
49,
4,
10,
1,
2,
5,
6,
5,
3,
2,
2,
1,
4,
6,
4,
2,
0,
0,
1,
7,
1,
1,
1,
0,
3,
3,
2,
2,
0,
0,
4,
2,
3,
3,
3,
2,
1,
2,
4,
0,
2,
3,
0,
5,
0,
2,
1,
2,
2,
0,
4,
0,
2,
1,
7,
2,
2,
2,
0,
3,
2,
3,
1,
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: 0.00%",
"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1.23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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.23 times the mean)",
"Trend: [column_0] Trend intensification: stable 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
2,
2,
1,
1,
2,
2,
0,
2,
2,
5,
8,
6,
2,
2,
1,
4,
2,
2,
2,
1,
4,
6,
17,
5,
4,
3,
0,
3,
3,
0,
1,
4,
4,
9,
4,
4,
4,
0,
1,
4,
8,
20,
20,
9,
2,
1,
7,
3,
6,
11,
3,
1,
6,
2,
3,
2,
3,
6,
6,
8,
2,
1,
2,
5,
1,
3,
2,
8,
1,
1,
1,
2,
3,
7,
0,
3,
3,
3,
3,
5,
4,
1,
6,
0,
2,
3,
7,
3,
4,
3,
2,
3,
4,
2,
2,
4,
3,
3,
3,
7,
5,
4,
2,
3,
1,
1,
1,
1,
2,
2,
2,
2,
6,
6,
5,
2,
2,
1,
4,
3,
6,
1,
4,
2,
9,
3,
3,
3,
3,
2,
3,
2,
1,
2,
3,
2,
1,
4,
5,
2,
3,
2,
0,
1,
0,
3,
0,
3,
7,
3,
3,
3,
3,
2,
4,
3,
1,
3,
1,
4,
2,
5,
0,
0,
0,
5,
4,
4,
0,
3,
2,
1,
1,
1,
1,
3,
3,
3,
3,
1,
1,
2,
4,
2,
3,
0,
3,
6,
10,
3,
1,
0,
3,
4,
6,
1,
1,
1,
3,
3,
0,
4,
3,
5,
5,
2,
3,
0,
2,
2,
2,
3,
1,
2,
0,
1,
5,
1,
1,
3,
3,
2,
3,
4,
3,
5,
4,
0,
5,
5,
2,
5,
3,
2,
3,
7,
4,
3,
4,
1,
2,
1,
3,
4,
2,
6,
7,
3,
5,
2,
1,
1,
0,
0,
2,
2,
1,
3,
5,
5,
5,
3,
3,
2,
2,
1,
1,
2,
1,
3,
3,
2,
3,
4,
2,
2,
1,
4,
2,
0,
4,
3,
4,
7,
3,
2,
2,
0,
1,
2,
7,
4,
2,
7,
5,
3,
0,
6,
4,
2,
8,
3,
1,
4,
2,
2,
4,
0,
5,
4,
3,
2,
3,
3,
0,
1,
2,
1,
1,
1,
1,
1,
3,
6,
1,
0,
0,
2,
2,
2,
1,
1,
0,
2,
0,
1,
2,
6,
3,
1,
0,
1,
0,
1,
2,
1,
1,
0,
3,
2,
3,
3,
0,
1,
2,
2,
4,
2,
4,
2,
1,
2,
3,
2,
1,
1,
5,
0,
7,
1,
3,
0,
0,
1,
3,
2,
3,
3,
1,
2,
2,
1,
2,
3,
1,
2,
1,
0,
0,
1,
3,
7,
1,
2,
4,
2,
2,
4,
2,
3,
2,
1,
0,
3,
1,
1,
1,
2,
1,
3,
2,
1,
3,
1,
2,
2,
1,
0,
3,
0,
2,
2,
5,
1,
2,
3,
2,
2,
2,
1,
1,
2,
1,
1,
4,
1,
3,
3,
4,
3,
2,
7,
3,
0,
4,
3,
2,
1,
0,
0,
2,
2,
3,
1,
0,
1,
2,
0,
4,
5,
6,
5,
4,
0,
3,
4,
3,
1,
4,
1,
2,
2,
7,
2,
5,
3,
3,
6,
2,
2,
2,
1,
4,
1,
1,
5,
4,
2,
3,
6,
2,
3,
2,
3,
2,
3,
3,
6,
3,
4,
4,
4,
7,
1,
1,
0,
4,
5,
1,
1,
0
] |
[
3,
3,
1,
3,
4,
3,
3,
2,
2,
4,
3,
4,
1,
1,
0,
2,
1,
1,
0,
0,
1,
2,
2,
0,
4,
0,
2,
2,
0,
3,
2,
0,
0,
2,
1,
2,
6,
4,
2,
1,
0,
2,
2,
3,
2,
5,
5,
0,
4,
2,
1,
1,
0,
0,
3,
2,
0,
1,
2,
1,
1,
1,
1,
0,
2,
0,
2,
2,
3,
1,
1,
2,
1,
2,
2,
2,
2,
1,
4,
2,
3,
6,
4,
3,
2,
3,
5,
1,
2,
2,
1,
4,
2,
4,
4,
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: 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0.83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: 39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: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.83 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 39",
"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 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 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 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 76."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
7,
8,
10,
9,
12,
25,
8,
6,
7,
7,
17,
9,
19,
14,
9,
5,
9,
8,
12,
9,
6,
9,
16,
18,
13,
8,
13,
16,
13,
11,
14,
3,
11,
9,
4,
5,
30,
42,
37,
42,
29,
42,
37,
29,
26,
21,
17,
14,
15,
15,
10,
11,
11,
9,
17,
9,
14,
13,
11,
18,
17,
9,
19,
14,
11,
8,
12,
8,
5,
8,
8,
4,
2,
9,
10,
8,
5,
8,
9,
5,
5,
4,
19,
8,
13,
12,
8,
5,
8,
9,
9,
6,
8,
9,
14,
5,
18,
10,
7,
5,
9,
14,
18,
24,
22,
20,
33,
26,
23,
32,
32,
33,
30,
22,
23,
29,
24,
31,
21,
22,
31,
32,
23,
34,
29,
27,
11,
26,
20,
19,
15,
22,
35,
18,
18,
12,
18,
16,
16,
24,
15,
16,
17,
32,
33,
26,
33,
49,
43,
53,
57,
58,
37,
43,
32,
45,
42,
54,
44,
43,
50,
42,
39,
42,
57,
63,
35,
59,
59,
69,
51,
53,
54,
66,
59,
72,
47,
70,
55,
59,
46,
41,
46,
51,
63,
54,
41,
64,
42,
52,
44,
52,
43,
45,
47,
52,
35,
66,
39,
52,
55,
42,
30,
42,
48,
43,
51,
43,
52,
50,
20,
30,
21,
14,
27,
21,
15,
20,
21,
19,
22,
25,
18,
28,
19,
17,
21,
20,
28,
46,
27,
19,
20,
15,
23,
17,
9,
5,
13,
11,
12,
15,
15,
11,
14,
15,
14,
10,
11,
16,
11,
24,
15,
19,
13,
18,
26,
11,
25,
16,
20,
4,
18,
13,
12,
8,
8,
10,
11,
11,
13,
15,
10,
15,
15,
15,
15,
14,
24,
16,
13,
10,
7,
8,
7,
8,
7,
10,
6,
3,
10,
8,
7,
5,
5,
9,
1,
7,
7,
5,
7,
10,
12,
13,
6,
3,
8,
10,
7,
11,
8,
6,
9,
10,
4,
16,
14,
2,
10,
15,
10,
13,
9,
7,
7,
7,
6,
10,
5,
10,
5,
13,
9,
15,
5,
10,
8,
8,
4,
8,
4,
9,
8,
4,
1,
8,
6,
3,
7,
7,
11,
9,
6,
9,
7,
6,
6,
7,
7,
5,
13,
6,
4,
8,
6,
8,
7,
4,
3,
9,
3,
17,
3,
8,
9,
9,
6,
8,
4,
7,
9,
10,
10,
6,
6,
10,
15,
8,
44,
13,
6,
7,
8,
13,
15,
6,
9,
9,
11,
12,
11,
10,
12,
6,
9,
4,
11,
6,
7,
7,
6,
8,
8,
4,
8,
6,
12,
10,
7,
4,
13,
9,
18,
9,
9,
6,
7,
7,
13,
9,
1,
7,
9,
10,
12,
8,
8,
9,
12,
7,
3,
9,
7,
4,
6,
6,
8,
7,
10,
6,
11,
5,
7,
10,
5,
4,
3,
5,
8,
4,
6,
4,
15,
11,
4,
7,
9,
2,
10,
6,
2,
12,
7,
7,
8,
5,
9,
6,
7,
5,
11,
5,
9,
11,
10,
11,
15,
8,
7,
5,
3,
5,
5,
12,
5,
7,
6,
7,
9,
11,
5,
11,
6,
6,
2,
8,
8,
2,
8,
7,
12,
7
] |
[
13,
6,
10,
6,
6,
8,
11,
8,
15,
6,
13,
8,
9,
7,
23,
3,
3,
7,
11,
21,
11,
4,
6,
5,
10,
7,
4,
8,
9,
14,
10,
17,
6,
9,
8,
16,
9,
4,
11,
8,
4,
9,
11,
13,
8,
12,
6,
7,
7,
6,
25,
5,
9,
9,
10,
2,
11,
7,
3,
14,
5,
9,
9,
8,
12,
6,
9,
5,
10,
8,
11,
3,
13,
6,
7,
8,
13,
11,
8,
6,
8,
10,
4,
7,
13,
6,
6,
6,
11,
4,
9,
10,
8,
2,
9,
11
] |
[
"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: 0.00%",
"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0.91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: 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: 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: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -15.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.91 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"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 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] 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 does not show a clear 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 |
[
1,
1,
6,
4,
5,
3,
0,
4,
2,
4,
2,
11,
0,
5,
4,
2,
2,
2,
3,
6,
1,
4,
1,
1,
3,
4,
0,
3,
6,
1,
5,
3,
1,
1,
3,
2,
1,
4,
1,
2,
4,
5,
7,
3,
5,
4,
2,
3,
3,
2,
2,
3,
0,
2,
3,
0,
4,
4,
3,
1,
3,
2,
5,
3,
2,
2,
1,
5,
6,
1,
2,
1,
4,
2,
0,
4,
3,
12,
4,
5,
5,
15,
35,
27,
13,
8,
14,
13,
17,
21,
7,
5,
15,
3,
21,
10,
12,
19,
25,
27,
31,
39,
60,
39,
36,
44,
44,
40,
106,
47,
40,
37,
21,
25,
24,
63,
34,
18,
27,
14,
25,
28,
39,
38,
24,
26,
24,
14,
28,
43,
49,
32,
23,
27,
24,
17,
32,
30,
18,
12,
29,
20,
16,
22,
34,
32,
30,
35,
16,
23,
32,
34,
23,
20,
24,
14,
25,
24,
26,
8,
16,
17,
13,
36,
24,
29,
21,
13,
20,
17,
15,
46,
14,
22,
10,
35,
17,
20,
47,
21,
26,
29,
24,
12,
17,
25,
29,
36,
23,
19,
22,
10,
44,
35,
30,
18,
18,
16,
13,
21,
24,
12,
22,
19,
14,
39,
10,
32,
20,
25,
5,
15,
25,
29,
12,
17,
19,
14,
21,
9,
29,
19,
11,
14,
24,
29,
10,
68,
113,
38,
44,
34,
24,
26,
38,
57,
19,
22,
18,
17,
25,
35,
32,
20,
16,
17,
6,
32,
59,
26,
23,
15,
25,
30,
10,
43,
34,
20,
23,
22,
20,
8,
27,
27,
24,
9,
38,
23,
119,
102,
93,
71,
61,
92,
237,
6471,
1837,
1092,
600,
383,
296,
263,
176,
237,
202,
117,
85,
113,
101,
88,
118,
154,
60,
61,
39,
41,
72,
72,
100,
42,
38,
38,
36,
79,
91,
104,
87,
89,
78,
83,
54,
69,
125,
38,
49,
67,
44,
42,
66,
145,
29,
37,
45,
51,
55,
59,
118,
46,
26,
34,
40,
43,
68,
127,
43,
30,
24,
48,
64,
62,
56,
32,
38,
25,
34,
34,
47,
56,
32,
27,
29,
21,
27,
33,
46,
47,
46,
41,
41,
64,
59,
53,
7,
25,
41,
30,
28,
24,
43,
22,
19,
26,
22,
16,
40,
44,
33,
33,
29,
33,
31,
35,
56,
52,
22,
20,
16,
15,
32,
17,
12,
16,
29,
21,
24,
23,
35,
11,
16,
16,
22,
18,
20,
19,
11,
16,
24,
20,
28,
33,
32,
24,
25,
23,
17,
19,
18,
17,
24,
16,
25,
15,
10,
32,
23,
23,
23,
19,
25,
27,
32,
20,
15,
15,
13,
21,
14,
24,
30,
15,
24,
9,
23,
12,
35,
24,
28,
28,
24,
39,
30,
28,
32,
30,
9,
22,
20,
15,
23,
22,
21,
15,
16,
23,
17,
20,
21,
27,
14,
5,
15,
15,
21,
33,
17,
15,
20,
23,
11,
26,
31,
16,
14,
13,
10,
10,
20,
27,
15,
13,
13,
17,
24,
20,
27,
8,
17,
5,
14,
66,
36,
32,
24,
19,
20,
33,
19,
28,
31,
11,
6,
16
] |
[
23,
12,
19,
11,
13,
6,
22,
19,
23,
13,
19,
11,
16,
14,
13,
10,
13,
29,
15,
11,
9,
23,
19,
16,
16,
19,
16,
13,
12,
33,
14,
10,
15,
17,
23,
17,
13,
17,
16,
16,
27,
28,
11,
24,
18,
31,
46,
11,
21,
16,
47,
41,
38,
16,
10,
23,
13,
14,
33,
30,
17,
15,
19,
11,
25,
33,
23,
42,
28,
32,
54,
23,
34,
30,
24,
16,
25,
22,
29,
26,
26,
9,
10,
20,
22,
19,
23,
35,
9,
17,
15,
8,
16,
22,
36,
12
] |
[
"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: 1500.00%",
"予測される変化率: [カラム_0] 予測される変化率: -47.83%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.17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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 1500.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -47.83%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.17 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"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 |
[
362,
361,
352,
320,
263,
296,
323,
364,
375,
367,
241,
261,
271,
226,
340,
306,
279,
224,
198,
290,
335,
268,
500,
299,
253,
261,
252,
275,
237,
258,
281,
225,
219,
183,
241,
212,
215,
229,
214,
173,
231,
256,
254,
254,
261,
240,
225,
265,
210,
240,
271,
209,
214,
235,
277,
250,
247,
291,
276,
200,
227,
260,
229,
205,
265,
197,
243,
302,
301,
264,
303,
295,
280,
295,
377,
339,
335,
335,
622,
501,
333,
417,
460,
385,
380,
398,
366,
337,
362,
406,
450,
423,
439,
362,
347,
359,
374,
387,
376,
371,
331,
331,
345,
344,
371,
408,
368,
290,
273,
280,
365,
377,
389,
403,
430,
345,
309,
450,
618,
719,
607,
462,
486,
533,
489,
1097,
585,
517,
441,
473,
538,
572,
472,
551,
509,
517,
403,
439,
385,
432,
527,
733,
766,
657,
842,
819,
897,
848,
868,
664,
697,
843,
1563,
1156,
1053,
907,
766,
891,
854,
776,
1179,
931,
801,
690,
719,
764,
690,
418,
558,
518,
1027,
482,
461,
541,
633,
488,
643,
681,
648,
478,
510,
786,
871,
507,
410,
517,
559,
507,
517,
468,
458,
491,
414,
424,
551,
449,
546,
515,
533,
383,
412,
518,
629,
426,
557,
580,
479,
564,
555,
618,
551,
517,
437,
526,
588,
444,
484,
509,
546,
420,
400,
434,
520,
553,
488,
631,
586,
411,
463,
857,
485,
440,
455,
490,
337,
469,
480,
437,
463,
467,
464,
339,
663,
496,
501,
474,
436,
454,
407,
509,
486,
550,
382,
456,
590,
364,
459,
479,
475,
484,
478,
364,
327,
398,
394,
443,
375,
431,
343,
374,
370,
362,
400,
343,
490,
606,
482,
405,
490,
433,
468,
378,
343,
370,
387,
454,
531,
740,
1585,
771,
584,
719,
696,
522,
479,
562,
549,
487,
455,
534,
498,
418,
417,
380,
407,
521,
482,
666,
452,
635,
495,
424,
541,
648,
808,
730,
556,
575,
372,
372,
473,
559,
1078,
884,
1109,
467,
558,
561,
629,
627,
828,
570,
1224,
612,
649,
1070,
702,
941,
996,
515,
539,
1038,
577,
722,
1255,
595,
936,
575,
614,
1118,
593,
716,
2215,
1180,
1105,
15961,
4838,
2386,
1750,
1400,
951,
854,
830,
728,
656,
576,
516,
364,
370,
862,
819,
551,
503,
473,
399,
296,
501,
561,
403,
357,
347,
496,
593,
561,
550,
584,
533,
535,
480,
523,
617,
557,
609,
508,
524,
490,
493,
507,
587,
553,
539,
501,
552,
586,
580,
593,
632,
767,
790,
552,
611,
498,
505,
684,
651,
717,
495,
857,
680,
588,
571,
722,
520,
478,
483,
752,
513,
464,
487,
440,
439,
471,
538,
460,
648,
794,
549,
519,
524,
512,
474,
571,
552,
504,
487,
516,
561,
581,
551,
831,
572,
563,
591,
647,
445,
426,
389,
329,
286,
313,
437,
379,
425,
410,
319,
274,
306,
294,
632,
877,
769,
509,
511,
536,
602,
606,
576,
531,
518,
474,
535,
697,
842,
1090,
657,
708,
608,
681,
690,
744,
801,
738,
1049,
699,
1163,
2147,
1010,
717,
633,
695,
773,
768,
755,
735,
865,
691,
907,
624,
636,
872,
673,
722
] |
[
848,
812,
622,
445,
891,
769,
751,
745,
835,
490,
424,
577,
576,
530,
503,
424,
608,
798,
677,
468,
505,
463,
337,
251,
354,
433,
362,
600,
450,
436,
349,
744,
809,
650,
534,
607,
867,
576,
499,
546,
591,
485,
499,
530,
460,
450,
549,
499,
541,
569,
462,
390,
366,
442,
607,
518,
724,
544,
424,
469,
496,
487,
411,
515,
439,
339,
355,
455,
558,
407,
424,
432,
348,
626,
512,
793,
529,
583,
405,
363,
374,
400,
340,
411,
482,
392,
376,
503,
647,
442,
402,
395,
459,
356,
347,
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: 99.45%",
"予測される変化率: [カラム_0] 予測される変化率: -53.07%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.22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: 99.45%",
"Forecasted change rate: [column_0] Forecasted change rate: -53.07%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.22 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 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 shows a clear upward 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 |
[
9,
8,
3,
3,
6,
3,
6,
10,
7,
11,
9,
10,
10,
5,
4,
5,
9,
5,
5,
7,
5,
3,
2,
3,
6,
4,
1,
6,
4,
4,
5,
5,
8,
10,
8,
5,
6,
9,
8,
6,
5,
2,
6,
4,
4,
4,
2,
8,
5,
5,
4,
1,
3,
4,
11,
6,
7,
4,
7,
9,
9,
7,
7,
4,
7,
5,
5,
6,
4,
6,
6,
6,
9,
5,
10,
2,
7,
8,
12,
7,
5,
11,
6,
14,
11,
13,
11,
6,
13,
4,
7,
5,
5,
10,
8,
9,
10,
11,
7,
5,
7,
14,
3,
3,
4,
6,
11,
8,
10,
5,
7,
10,
9,
6,
5,
16,
8,
7,
4,
4,
7,
10,
9,
7,
7,
10,
14,
9,
2,
7,
13,
5,
10,
3,
7,
7,
8,
5,
7,
7,
8,
5,
3,
6,
9,
4,
6,
4,
4,
8,
7,
3,
9,
11,
4,
11,
17,
17,
6,
6,
6,
5,
5,
6,
8,
7,
9,
9,
7,
2,
6,
10,
9,
2,
11,
12,
5,
4,
9,
8,
10,
5,
7,
7,
7,
7,
4,
10,
9,
8,
9,
14,
12,
7,
9,
9,
7,
8,
9,
13,
12,
10,
10,
19,
17,
9,
14,
4,
5,
7,
8,
9,
8,
29,
55,
13,
11,
11,
10,
8,
9,
6,
8,
5,
7,
11,
7,
14,
10,
8,
3,
12,
7,
8,
12,
8,
9,
9,
14,
13,
13,
16,
11,
11,
4,
14,
6,
9,
10,
15,
15,
14,
8,
7,
11,
13,
10,
12,
17,
12,
9,
34,
62,
41,
10,
3,
10,
8,
11,
13,
4,
8,
7,
7,
7,
11,
11,
3,
12,
4,
9,
6,
12,
10,
5,
10,
5,
6,
6,
8,
10,
9,
10,
5,
6,
8,
5,
10,
7,
7,
5,
7,
12,
7,
10,
10,
3,
8,
5,
10,
11,
11,
14,
4,
15,
12,
26,
6,
16,
5,
10,
7,
10,
17,
14,
10,
19,
7,
5,
9,
7,
11,
7,
4,
10,
26,
5,
11,
10,
10,
9,
18,
8,
7,
12,
11,
9,
7,
9,
6,
8,
17,
19,
14,
24,
13,
14,
19,
20,
14,
12,
13,
9,
6,
20,
8,
13,
7,
9,
22,
11,
20,
11,
9,
15,
15,
34,
33,
55,
52,
49,
31,
39,
35,
33,
31,
85,
24,
35,
37,
38,
21,
27,
31,
27,
25,
32,
27,
35,
24,
36,
29,
31,
22,
23,
25,
37,
28,
28,
23,
21,
13,
16,
34,
14,
15,
25,
27,
16,
23,
19,
17,
21,
23,
18,
15,
21,
16,
15,
11,
20,
46,
40,
15,
27,
25,
24,
22,
18,
14,
13,
10,
10,
15,
11,
16,
14,
12,
14,
6,
16,
10,
11,
7,
12,
9,
4,
13,
11,
10,
10,
9,
6,
8,
8,
12,
11,
13,
7,
6,
10,
11,
13,
11,
9,
4,
13,
9,
11,
13,
9,
30,
15,
9,
14,
6,
14,
7,
18,
7,
13,
8,
4,
8,
9,
15,
11,
7,
6,
15,
9,
6,
10,
9,
11,
12,
10,
11,
16,
8,
5,
7
] |
[
16,
13,
13,
13,
8,
16,
9,
12,
25,
24,
82,
17,
22,
18,
22,
21,
44,
15,
25,
43,
17,
30,
26,
20,
28,
22,
50,
26,
19,
28,
22,
9,
10,
14,
14,
12,
18,
10,
12,
15,
16,
13,
9,
15,
15,
13,
13,
12,
16,
8,
16,
18,
14,
10,
15,
16,
13,
12,
17,
16,
8,
12,
19,
25,
13,
17,
15,
26,
39,
12,
13,
6,
24,
19,
9,
14,
9,
13,
21,
20,
24,
35,
9,
20,
14,
11,
16,
19,
14,
12,
25,
14,
14,
24,
18,
13
] |
[
"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: -22.22%",
"予測される変化率: [カラム_0] 予測される変化率: -18.75%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.76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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -22.22%",
"Forecasted change rate: [column_0] Forecasted change rate: -18.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.76 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"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] 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 does not show a clear 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2109,
2216,
2014,
1676,
2128,
2899,
2495,
2543,
2533,
2248,
2468,
3037,
2934,
2706,
2288,
2320,
2261,
2360,
2666,
3010,
3278,
2726,
2407,
6610,
5877,
3640,
2787,
2853,
2674,
2670,
2474,
2310,
2612,
2172,
2392,
2677,
2362,
2147,
1761,
2427,
2360,
2325,
2628,
3887,
2664,
2509,
1996,
2766,
2606,
2672,
2325,
2716,
2471,
2255,
2690,
2423,
1951,
1867,
1805,
1768,
1791,
2266,
2113,
2114,
2164,
1960,
1991,
2464,
2383,
2145,
2047,
3096,
5341,
3834,
4131,
4055,
3797,
3150,
2713,
2823,
2713,
2713,
2900,
3332,
3288,
3404,
3555,
3158,
3531,
3439,
3428,
3280,
3356,
6565,
9185,
7454,
7010,
6761,
4959,
5627,
5642,
5665,
5304,
5566,
5411,
6443,
8904,
10774,
9881,
10138,
10303,
7248,
6043,
6063,
5881,
5382,
5213,
5423,
4309,
4186,
3925,
3522,
3116,
3522,
4078,
3588,
3412,
3574,
3788,
4039,
4642,
4226,
3381,
2970,
2834,
2599,
2316,
2768,
2444,
2486,
2543,
2658,
2530,
2561,
2635,
2826,
2659,
2532,
2360,
2372,
2574,
3006,
2888,
3161,
3587,
2593,
2471,
2237,
2803,
2931,
2501,
2342,
2676,
3286,
3305,
3251,
3498,
2971,
2612,
2489,
2440,
2265,
2290,
2558,
2442,
2283,
2074,
1727,
2180,
2445,
2825,
2741,
2850,
2174,
2501,
2928,
2802,
2976,
2932,
2663,
3964,
3676,
3174,
3315,
3443,
3123,
2873,
3051,
2843,
2583,
2717,
2908,
2761,
2492,
2479,
2742,
3196,
3416,
3043,
2743,
2554,
2758,
3062,
2742,
3029,
2892,
2469,
2867,
2309,
2468,
2393,
2714,
2810,
5277,
4489,
3193,
3096,
2865,
3134,
3947,
3626,
2986,
3100,
3490,
3202,
8963,
11465,
7448,
5206,
4287,
4093,
3839,
7414,
9341,
6298,
4833,
5382,
4173,
3860,
7473,
13885,
8359,
5689,
5284,
4730,
4270,
6441,
12267,
10732,
8112,
6270,
6342,
5672,
8154,
9956,
8016,
8546,
8085,
8399,
7007,
9487,
17058,
14736,
9758,
8428,
8481,
9148,
8243,
8395,
6769,
7000,
5265,
4750,
4051,
5422,
5998,
4694,
4752,
4781,
4215,
3735,
4353,
5107,
5585,
7229,
5349,
4297,
3928,
4693,
4424,
5141,
5654,
5389,
5004,
4584,
6006,
5550,
5655,
7238,
6200,
10424,
10020,
9330,
8955,
6412,
6517,
6114,
7221,
5676,
10006,
9943,
6919,
5597,
20798,
14861,
6659,
6689,
9018,
6482,
6232,
4970,
6532,
7227,
6557,
5560,
4972,
4872,
4361,
3565,
3321,
4008,
3921,
3725,
3651,
3167,
3114,
3025,
3889,
3565,
3001,
22519,
131475,
45403,
19533,
13345,
13605,
11204,
17617,
17614,
20542,
14393,
12346,
20048,
26202,
21891,
15867,
9103,
5233,
5751,
12493,
17113,
14156,
14973,
12995,
7102,
7610,
12763,
9648,
10934,
12584,
11174,
6807,
7079,
9762,
6136,
5347,
5981,
5858,
5353,
8179,
9594,
5972,
5070,
5262,
4881,
4001,
4132,
4648,
4044,
3641,
3219,
3189,
2797,
3136,
3440,
3778,
4197,
3928,
2748,
2721,
3224,
4280,
3335,
3047,
2954,
2642,
2331,
2621,
5288,
4786,
4363,
3922,
3776,
3129,
3253,
4103,
3394,
3128,
3157,
2884,
3212,
2919,
4012,
7307,
16809,
8072,
4898,
3937,
3612,
3728,
3041,
3008,
2618,
2649,
2398,
2787,
8799,
6653,
3775,
3299,
2926,
2562,
2668,
3166,
2819,
3445,
3492,
2386,
1995,
2588,
2801,
2248,
1966,
1912,
1894,
1854,
2064,
1945,
1815,
1904,
1973,
1769,
1773,
1952,
2084,
1883,
1840,
1998,
2007,
1886,
2024,
2193,
1799,
1907,
1973,
2163,
2038,
2166,
2095,
2011,
1961,
2048,
2262,
2320,
2454,
2386,
2114,
1547,
1859,
2111,
2039,
2421,
2536,
2394,
2479,
4291,
3415,
2642,
2898,
2747,
2813,
2167
] |
[
2125,
2183,
2272,
2853,
2763,
2598,
2364,
2159,
2161,
2042,
2383,
2289,
2222,
2494,
2284,
2069,
2133,
2098,
2890,
2403,
2249,
2038,
1931,
1764,
1991,
2262,
2015,
2078,
1933,
1665,
1478,
1630,
2455,
2983,
2968,
2833,
2636,
2405,
2605,
3201,
3568,
2966,
2701,
2669,
2546,
2972,
17216,
8776,
5145,
3587,
3136,
2952,
3300,
3387,
3168,
2688,
2714,
2369,
2125,
2797,
3550,
2827,
2421,
2392,
2311,
2346,
2431,
2651,
2313,
2337,
2264,
2164,
2196,
2254,
2472,
2664,
3897,
7485,
3970,
2867,
2956,
3047,
2504,
2297,
2618,
4513,
5081,
4019,
3853,
3540,
3023,
2788,
2921,
2630,
3003,
3449
] |
[
"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: 2.75%",
"予測される変化率: [カラム_0] 予測される変化率: 62.31%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.36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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 2.75%",
"Forecasted change rate: [column_0] Forecasted change rate: 62.31%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.36 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"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 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 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 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 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8,
6,
7,
11,
10,
27,
15,
9,
5,
9,
22,
9,
10,
11,
16,
6,
16,
12,
8,
12,
16,
15,
16,
15,
17,
14,
17,
12,
23,
8,
19,
14,
14,
15,
9,
16,
8,
13,
7,
21,
10,
24,
14,
16,
13,
7,
7,
25,
5,
20,
12,
9,
8,
23,
9,
13,
8,
18,
14,
12,
7,
8,
6,
9,
9,
9,
9,
23,
6,
18,
14,
9,
8,
15,
15,
13,
10,
12,
11,
17,
23,
16,
6,
15,
18,
14,
12,
17,
10,
17,
10,
17,
16,
15,
12,
14,
7,
17,
13,
8,
7,
9,
8,
17,
8,
11,
17,
11,
11,
7,
9,
17,
13,
21,
11,
6,
14,
11,
17,
14,
23,
20,
11,
13,
12,
13,
14,
10,
11,
20,
18,
19,
11,
13,
8,
15,
13,
11,
18,
26,
20,
7,
18,
14,
17,
9,
14,
3,
12,
16,
24,
14,
13,
9,
15,
6,
24,
25,
21,
21,
16,
13,
10,
12,
16,
15,
13,
15,
12,
18,
9,
22,
12,
17,
24,
21,
8,
8,
10,
17,
9,
6,
12,
14,
7,
8,
14,
10,
13,
10,
20,
18,
13,
15,
5,
27,
16,
18,
16,
8,
5,
10,
11,
11,
14,
11,
13,
20,
12,
12,
16,
10,
4,
22,
14,
11,
6,
14,
9,
19,
12,
19,
5,
12,
13,
9,
11,
15,
10,
12,
9,
14,
15,
22,
14,
10,
16,
14,
20,
15,
14,
28,
6,
11,
15,
13,
17,
17,
15,
11,
22,
13,
12,
8,
4,
12,
9,
13,
9,
21,
10,
12,
14,
12,
13,
8,
25,
10,
12,
15,
17,
9,
13,
9,
14,
19,
18,
11,
19,
13,
24,
13,
16,
28,
17,
17,
10,
11,
17,
10,
14,
12,
12,
15,
17,
16,
16,
9,
20,
12,
14,
10,
14,
13,
17,
18,
13,
9,
16,
16,
6,
14,
14,
15,
19,
15,
14,
22,
6,
20,
15,
11,
14,
20,
8,
15,
14,
14,
10,
10,
19,
12,
18,
16,
9,
11,
20,
12,
9,
30,
14,
10,
9,
12,
12,
5,
10,
7,
11,
23,
10,
10,
13,
14,
16,
12,
8,
5,
9,
10,
15,
14,
9,
9,
12,
17,
8,
10,
18,
14,
15,
15,
16,
9,
11,
12,
15,
15,
7,
7,
25,
18,
10,
14,
17,
17,
13,
12,
14,
14,
16,
14,
18,
8,
16,
19,
16,
15,
14,
13,
14,
17,
12,
3,
13,
15,
19,
16,
10,
14,
12,
8,
15,
17,
12,
20,
11,
13,
16,
19,
14,
13,
18,
15,
12,
16,
11,
7,
13,
16,
18,
14,
12,
9,
10,
8,
15,
12,
8,
17,
15,
12,
25,
21,
16,
10,
12,
28,
14,
24,
8,
15,
15,
9,
5,
12,
9,
18,
8,
9,
8,
12,
9,
22,
7,
14,
8,
12,
17,
12,
14,
11,
17,
19,
14,
10,
27,
16,
16,
12,
13,
19,
11,
4,
15,
7,
16,
11,
9,
7,
10,
10,
14,
18,
9,
15,
19,
7,
16,
10,
14,
6,
19,
17,
20,
19,
14,
15,
12,
14,
11,
8
] |
[
11,
18,
18,
13,
14,
15,
8,
9,
14,
13,
13,
21,
9,
20,
22,
12,
22,
13,
13,
17,
13,
9,
12,
18,
19,
8,
10,
13,
11,
10,
11,
7,
8,
10,
27,
12,
7,
18,
14,
18,
7,
11,
13,
13,
14,
13,
21,
16,
9,
20,
23,
17,
12,
21,
17,
11,
10,
11,
19,
9,
18,
17,
10,
19,
13,
14,
13,
14,
18,
13,
12,
19,
21,
17,
13,
13,
18,
9,
9,
15,
19,
23,
13,
17,
16,
11,
23,
25,
12,
18,
16,
12,
19,
10,
15,
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: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: 63.64%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.35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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 63.64%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.35 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 53",
"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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
0,
1,
3,
1,
2,
6,
1,
3,
1,
4,
2,
0,
1,
0,
4,
1,
3,
1,
4,
4,
4,
3,
2,
3,
6,
16,
17,
3,
2,
0,
2,
1,
0,
0,
3,
0,
3,
0,
1,
0,
1,
0,
2,
1,
4,
1,
2,
1,
1,
1,
2,
6,
7,
3,
1,
7,
3,
1,
0,
1,
1,
4,
6,
3,
3,
2,
7,
3,
4,
5,
1,
1,
3,
3,
1,
2,
0,
9,
2,
2,
0,
3,
5,
0,
5,
11,
1,
0,
1,
3,
4,
2,
1,
0,
3,
1,
11,
0,
1,
2,
2,
3,
3,
3,
4,
9,
4,
3,
1,
1,
2,
2,
5,
2,
0,
3,
2,
0,
1,
2,
3,
2,
4,
3,
3,
4,
1,
1,
5,
4,
4,
0,
3,
3,
3,
2,
0,
1,
1,
1,
5,
1,
0,
4,
2,
2,
2,
3,
1,
2,
4,
1,
6,
3,
0,
4,
2,
1,
1,
3,
1,
1,
1,
1,
2,
3,
3,
5,
0,
2,
2,
1,
5,
0,
0,
5,
0,
8,
2,
5,
1,
5,
2,
6,
4,
1,
3,
1,
1,
2,
1,
2,
4,
3,
6,
4,
1,
4,
2,
4,
1,
8,
5,
1,
2,
6,
4,
2,
2,
11,
9,
2,
3,
2,
1,
2,
0,
3,
0,
3,
2,
7,
2,
5,
4,
2,
2,
9,
0,
1,
3,
2,
2,
4,
5,
3,
3,
4,
1,
2,
4,
3,
1,
2,
0,
5,
6,
3,
0,
1,
6,
0,
0,
2,
4,
4,
1,
0,
6,
0,
2,
4,
2,
2,
3,
0,
2,
2,
2,
6,
2,
3,
18,
5,
1,
2,
1,
4,
1,
6,
3,
1,
1,
1,
4,
7,
6,
10,
2,
4,
5,
5,
2,
2,
6,
0,
5,
3,
3,
1,
2,
1,
4,
1,
4,
5,
3,
2,
0,
1,
2,
4,
2,
5,
4,
2,
4,
4,
0,
1,
2,
7,
2,
2,
2,
1,
1,
1,
2,
6,
1,
0,
0,
3,
0,
11,
1,
0,
1,
8,
0,
2,
1,
0,
5,
1,
2,
0,
0,
2,
2,
4,
1,
1,
3,
3,
3,
1,
3,
2,
6,
2,
4,
3,
3,
7,
5,
1,
3,
1,
13,
0,
0,
3,
7,
2,
1,
1,
6,
3,
1,
2,
1,
4,
1,
4,
1,
4,
2,
1,
3,
2,
8,
8,
3,
5,
6,
7,
4,
1,
3,
3,
0,
2,
2,
4,
6,
1,
2,
3,
0,
2,
2,
2,
19,
13,
0,
6,
9,
5,
9,
5,
2,
5,
14,
20,
3,
5,
3,
6,
7,
2,
1,
2,
10,
1,
3,
2,
3,
3,
2,
3,
2,
2,
4,
1,
3,
2,
4,
5,
1,
6,
1,
1,
5,
1,
5,
1,
2,
4,
2,
5,
2,
2,
3,
1,
3,
2,
5,
9,
1,
1,
0,
3,
2,
3,
0,
1,
2,
3,
13,
2,
2,
3,
5,
1,
4,
4,
1,
2,
1,
1,
7,
12,
4,
7,
4,
2,
3,
0,
1,
6,
3,
0,
5,
12,
6,
2,
0,
3,
14
] |
[
6,
0,
2,
3,
7,
3,
3,
2,
79,
3,
6,
2,
3,
3,
1,
0,
7,
4,
4,
5,
2,
3,
3,
1,
4,
1,
3,
5,
3,
3,
4,
1,
3,
3,
9,
3,
1,
2,
3,
2,
7,
1,
0,
2,
2,
3,
2,
1,
2,
1,
1,
2,
1,
5,
2,
0,
2,
3,
2,
5,
1,
3,
2,
5,
3,
2,
2,
3,
4,
4,
1,
1,
3,
4,
0,
1,
3,
2,
0,
5,
7,
2,
3,
5,
5,
2,
2,
3,
3,
4,
0,
2,
2,
2,
14,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 1300.00%",
"予測される変化率: [カラム_0] 予測される変化率: 150.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.33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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 1300.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 150.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.33 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"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 48 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 48.",
"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 |
[
373,
360,
262,
223,
286,
356,
427,
412,
335,
232,
205,
235,
302,
247,
251,
177,
137,
143,
193,
310,
207,
184,
1124,
125,
139,
205,
197,
154,
198,
175,
122,
125,
137,
198,
202,
182,
193,
178,
114,
148,
197,
242,
223,
218,
285,
177,
222,
230,
303,
263,
441,
209,
300,
185,
316,
289,
398,
294,
249,
174,
216,
365,
319,
275,
300,
269,
182,
413,
361,
335,
355,
334,
234,
320,
377,
395,
557,
424,
354,
317,
323,
370,
493,
415,
501,
674,
363,
267,
422,
503,
462,
537,
474,
293,
271,
369,
338,
429,
395,
389,
377,
278,
421,
542,
558,
747,
560,
499,
453,
449,
581,
532,
440,
555,
411,
301,
488,
531,
677,
548,
505,
360,
361,
553,
706,
671,
683,
813,
470,
540,
562,
645,
689,
594,
539,
430,
350,
569,
582,
531,
581,
567,
466,
377,
633,
485,
632,
548,
595,
425,
331,
506,
564,
550,
689,
571,
406,
348,
515,
636,
729,
759,
641,
476,
604,
1232,
9857,
1039,
996,
813,
473,
381,
512,
614,
317,
232,
163,
206,
261,
314,
358,
376,
267,
241,
275,
389,
434,
858,
7296,
729,
771,
600,
4322,
3279,
1306,
1051,
874,
845,
578,
451,
700,
843,
876,
3054,
632,
510,
351,
580,
661,
664,
579,
589,
455,
351,
479,
564,
692,
661,
825,
617,
480,
533,
516,
621,
582,
562,
415,
380,
591,
729,
645,
640,
628,
450,
450,
625,
804,
718,
608,
581,
418,
428,
612,
622,
616,
624,
612,
387,
390,
572,
635,
626,
514,
397,
416,
376,
489,
579,
560,
588,
559,
307,
236,
322,
391,
375,
344,
309,
272,
235,
197,
328,
435,
438,
438,
382,
334,
561,
1046,
619,
665,
566,
426,
587,
655,
582,
549,
713,
577,
805,
337,
531,
701,
668,
667,
458,
567,
325,
481,
654,
577,
579,
536,
377,
339,
410,
619,
549,
430,
322,
255,
438,
443,
566,
519,
513,
456,
278,
222,
286,
440,
542,
464,
412,
311,
247,
413,
574,
566,
424,
376,
373,
333,
529,
620,
625,
776,
561,
685,
348,
786,
639,
566,
660,
598,
391,
285,
475,
572,
715,
614,
474,
343,
336,
527,
513,
478,
510,
364,
254,
241,
427,
464,
415,
346,
382,
247,
200,
269,
263,
481,
307,
274,
249,
241,
269,
291,
476,
274,
257,
152,
139,
189,
234,
217,
196,
167,
154,
224,
150,
160,
170,
189,
193,
156,
132,
179,
243,
262,
241,
204,
670,
353,
233,
196,
259,
260,
270,
207,
121,
171,
217,
222,
245,
384,
267,
219,
273,
291,
275,
289,
360,
208,
145,
230,
393,
265,
276,
291,
292,
173,
225,
286,
358,
297,
330,
318,
156,
246,
351,
405,
414,
352,
254,
214,
261,
645,
305,
377,
541,
220,
202,
238,
347,
369,
319,
327,
298,
263,
285,
367,
313,
358,
332,
240,
211,
278,
339,
344,
415,
370,
281,
208,
332,
432,
437,
396,
406,
250,
221,
297,
416,
557,
436,
389,
408,
262,
411,
440,
541,
529,
373,
393,
521,
526,
629,
562,
443,
445,
349,
401,
402,
458,
507,
451,
418,
339,
277,
435,
431,
543,
491
] |
[
449,
335,
269,
393,
563,
526,
486,
499,
372,
307,
423,
655,
486,
479,
496,
351,
284,
436,
594,
576,
821,
582,
370,
270,
432,
439,
458,
333,
260,
184,
112,
316,
177,
222,
278,
265,
256,
143,
184,
413,
403,
515,
717,
413,
348,
550,
722,
794,
609,
631,
479,
422,
587,
700,
732,
634,
588,
435,
365,
592,
645,
629,
553,
574,
326,
321,
413,
491,
587,
721,
511,
315,
351,
472,
426,
512,
567,
433,
364,
278,
508,
584,
522,
741,
549,
488,
322,
420,
543,
3680,
488,
583,
335,
230,
382,
424
] |
[
"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: 31.64%",
"予測される変化率: [カラム_0] 予測される変化率: -5.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.20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: 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: 31.64%",
"Forecasted change rate: [column_0] Forecasted change rate: -5.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.20 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 47",
"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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
682,
656,
614,
671,
945,
748,
653,
688,
648,
514,
629,
847,
680,
667,
564,
547,
505,
634,
936,
613,
545,
529,
581,
538,
643,
722,
597,
539,
590,
474,
439,
407,
657,
465,
477,
417,
388,
374,
392,
594,
399,
396,
409,
428,
336,
423,
554,
436,
468,
477,
445,
376,
422,
618,
488,
492,
419,
395,
406,
392,
518,
410,
435,
409,
347,
406,
424,
591,
422,
413,
396,
396,
363,
429,
574,
402,
336,
382,
362,
358,
378,
562,
371,
335,
305,
354,
353,
330,
459,
351,
286,
258,
268,
266,
340,
426,
329,
342,
327,
276,
269,
333,
429,
289,
280,
297,
306,
278,
361,
448,
307,
287,
284,
251,
304,
284,
438,
308,
293,
282,
269,
272,
262,
412,
331,
297,
280,
305,
301,
443,
408,
329,
307,
319,
308,
301,
345,
408,
316,
276,
273,
307,
254,
330,
466,
301,
332,
321,
280,
287,
287,
406,
323,
275,
253,
274,
258,
318,
380,
334,
319,
299,
280,
277,
332,
472,
399,
269,
215,
257,
203,
287,
315,
256,
294,
530,
472,
750,
982,
675,
546,
472,
477,
329,
506,
617,
710,
480,
465,
489,
428,
362,
473,
523,
351,
333,
332,
352,
320,
337,
405,
313,
292,
246,
274,
282,
341,
440,
305,
304,
296,
294,
233,
299,
375,
333,
296,
299,
347,
282,
340,
392,
332,
316,
325,
269,
263,
330,
415,
317,
299,
279,
295,
334,
369,
468,
361,
283,
268,
277,
287,
339,
422,
300,
273,
281,
355,
354,
405,
479,
369,
278,
266,
243,
338,
371,
414,
345,
285,
267,
297,
346,
398,
457,
352,
362,
354,
291,
477,
380,
461,
664,
356,
289,
247,
347,
347,
378,
318,
236,
257,
242,
295,
345,
412,
284,
289,
237,
197,
294,
350,
465,
326,
286,
264,
257,
429,
520,
606,
379,
429,
379,
393,
349,
360,
466,
320,
276,
284,
369,
285,
281,
406,
261,
295,
297,
293,
270,
275,
470,
394,
320,
305,
355,
339,
275,
434,
360,
361,
329,
500,
390,
362,
480,
415,
357,
424,
364,
358,
402,
479,
330,
334,
344,
352,
275,
328,
475,
323,
816,
846,
931,
1400,
1911,
2866,
1950,
1536,
1507,
1389,
1467,
1687,
1875,
2386,
1625,
1569,
1312,
1172,
1158,
2600,
1693,
1550,
1377,
932,
1088,
1222,
1404,
1190,
1331,
1225,
1171,
969,
987,
1426,
993,
880,
782,
830,
731,
860,
1115,
885,
894,
859,
830,
770,
786,
1145,
881,
880,
880,
771,
760,
754,
911,
717,
693,
805,
694,
668,
628,
837,
751,
652,
616,
668,
616,
698,
951,
736,
716,
630,
640,
575,
629,
791,
680,
642,
578,
562,
574,
646,
906,
611,
589,
530,
552,
509,
595,
709,
551,
512,
500,
533,
534,
585,
782,
554,
540,
482,
451,
471,
479,
683,
591,
495,
454,
459,
463,
572,
643,
726,
510,
520,
492,
465,
530,
678,
509,
479,
516,
543,
484,
528,
735,
488,
504,
464,
477,
473,
551,
694,
519,
448,
456,
460,
473,
530,
690,
495,
589,
470,
495,
465,
555,
767,
558,
438,
435,
435,
437,
543,
704,
514,
484,
509,
481,
487,
559,
776,
520,
507,
447
] |
[
475,
379,
461,
686,
405,
433,
510,
741,
682,
815,
861,
728,
690,
657,
1290,
1194,
1147,
1449,
1085,
1002,
844,
1168,
1024,
1067,
1575,
947,
916,
842,
1644,
1429,
988,
1269,
1377,
1187,
1346,
4546,
4696,
2644,
3289,
2875,
3051,
2502,
3174,
3034,
2687,
2837,
1996,
1679,
1600,
2460,
2224,
2215,
2411,
1687,
1436,
1480,
2293,
2042,
2127,
2493,
1692,
1502,
1428,
1714,
1698,
1789,
2240,
1633,
1557,
1442,
2327,
2082,
2094,
2291,
1668,
1450,
1430,
1442,
1382,
1627,
1934,
1376,
1215,
1194,
1008,
1179,
1303,
1663,
1303,
1206,
1106,
1070,
975,
1105,
1417,
1126
] |
[
"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: -34.46%",
"予測される変化率: [カラム_0] 予測される変化率: 137.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.85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: -34.46%",
"Forecasted change rate: [column_0] Forecasted change rate: 137.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.85 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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
11,
14,
12,
17,
24,
12,
18,
38,
9,
12,
21,
20,
8,
11,
15,
17,
15,
17,
18,
19,
8,
9,
11,
9,
18,
36,
15,
9,
11,
12,
4,
13,
35,
11,
10,
16,
12,
17,
20,
30,
13,
13,
7,
7,
11,
22,
35,
20,
12,
13,
12,
11,
15,
16,
18,
11,
16,
4,
14,
28,
39,
12,
12,
16,
12,
6,
9,
31,
15,
19,
9,
16,
13,
24,
25,
15,
15,
15,
6,
19,
10,
15,
22,
14,
10,
16,
8,
15,
29,
12,
6,
13,
8,
6,
24,
29,
14,
12,
10,
3,
11,
15,
13,
13,
12,
8,
10,
10,
17,
25,
13,
24,
14,
10,
7,
19,
20,
13,
11,
7,
14,
17,
11,
8,
16,
13,
9,
10,
14,
13,
29,
15,
11,
12,
10,
29,
36,
41,
30,
22,
31,
32,
42,
36,
46,
29,
35,
37,
32,
44,
65,
84,
45,
47,
49,
46,
54,
57,
100,
56,
80,
45,
71,
48,
114,
95,
88,
66,
58,
64,
49,
84,
165,
73,
88,
89,
200,
231,
187,
112,
84,
53,
772,
70,
91,
599,
3425,
250,
57,
48,
32,
39,
9157,
60928,
34,
21,
16,
29,
22,
36,
120,
32,
23,
32,
28,
24,
28,
38,
44,
31,
26,
26,
22,
28,
32,
24,
22,
18,
16,
17,
29,
38,
18,
19,
20,
25,
17,
32,
40,
28,
30,
30,
36,
33,
32,
38,
22,
22,
20,
34,
19,
20,
36,
28,
15,
13,
25,
29,
29,
21,
16,
14,
15,
18,
20,
22,
30,
16,
12,
23,
18,
19,
20,
40,
26,
26,
24,
16,
31,
40,
52,
41,
23,
28,
26,
20,
24,
39,
14,
10,
20,
21,
20,
18,
35,
22,
36,
17,
20,
15,
30,
34,
17,
17,
17,
17,
31,
32,
31,
31,
16,
22,
15,
22,
36,
27,
29,
14,
12,
33,
22,
23,
47,
22,
23,
14,
15,
7,
40,
41,
34,
13,
19,
23,
22,
34,
33,
29,
70,
33,
32,
20,
37,
25,
20,
17,
14,
28,
21,
35,
35,
27,
26,
16,
15,
25,
34,
26,
18,
13,
23,
19,
23,
25,
27,
20,
15,
35,
21,
26,
37,
28,
16,
19,
19,
11,
7,
20,
28,
24,
12,
13,
12,
12,
21,
39,
30,
14,
12,
14,
14,
17,
21,
11,
13,
13,
13,
15,
30,
24,
12,
12,
17,
35,
13,
30,
26,
12,
29,
16,
10,
42,
23,
35,
18,
16,
21,
22,
7,
16,
28,
18,
11,
23,
21,
16,
20,
30,
32,
20,
11,
23,
25,
25,
32,
18,
16,
18,
20,
23,
18,
28,
18,
30,
16,
20,
24,
30,
30,
23,
21,
23,
21,
15,
27,
20,
23,
25,
21,
28,
18,
30,
28,
27,
15,
18,
16,
17,
10,
44,
24,
14,
12,
17,
18,
26,
28,
24,
15,
21,
18,
15,
31,
14,
15,
14,
22,
24,
20,
34,
37,
10,
19,
18,
19,
24,
20,
36,
21,
21,
15,
21,
22,
28,
34,
16,
8,
12,
30,
18,
26,
38,
27,
23,
19,
19,
18,
31,
71,
23,
32,
45
] |
[
19,
38,
86,
63,
27,
33,
26,
45,
45,
37,
70,
32,
55,
62,
55,
29,
67,
88,
48,
74,
42,
43,
48,
66,
88,
64,
47,
60,
75,
82,
199,
198,
147,
119,
86,
48,
62,
57,
49,
40,
41,
37,
47,
44,
31,
53,
23,
30,
25,
24,
21,
27,
36,
20,
18,
25,
19,
21,
34,
47,
23,
21,
20,
15,
32,
28,
30,
17,
18,
15,
21,
16,
24,
32,
11,
16,
25,
18,
14,
20,
22,
21,
21,
24,
24,
15,
31,
31,
24,
15,
21,
24,
9,
15,
20,
11
] |
[
"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: 309.09%",
"予測される変化率: [カラム_0] 予測される変化率: -42.11%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の16.45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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 309.09%",
"Forecasted change rate: [column_0] Forecasted change rate: -42.11%",
"Volatility: [column_0] Volatility: high (standard deviation is 16.45 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
261,
269,
226,
270,
281,
345,
315,
299,
385,
354,
281,
313,
306,
627,
305,
337,
321,
265,
329,
321,
300,
285,
280,
202,
331,
1903,
693,
393,
288,
287,
221,
173,
233,
245,
342,
313,
295,
278,
273,
294,
285,
345,
303,
291,
293,
363,
307,
610,
499,
473,
277,
341,
310,
337,
458,
416,
481,
399,
753,
371,
503,
612,
518,
555,
1716,
1288,
718,
1765,
1244,
763,
692,
378,
361,
510,
538,
343,
301,
653,
443,
281,
301,
303,
260,
251,
297,
333,
282,
320,
282,
281,
226,
322,
287,
369,
373,
381,
384,
784,
503,
678,
590,
1642,
1433,
1281,
3190,
3969,
1210,
791,
758,
942,
613,
484,
481,
470,
363,
334,
490,
435,
371,
317,
355,
300,
308,
352,
977,
677,
522,
751,
580,
412,
499,
641,
575,
686,
1240,
2125,
1034,
726,
687,
627,
521,
411,
349,
352,
468,
325,
418,
429,
447,
274,
328,
402,
344,
297,
296,
361,
279,
213,
282,
353,
288,
318,
388,
320,
964,
818,
552,
392,
331,
324,
279,
297,
331,
304,
342,
269,
273,
275,
342,
407,
459,
375,
343,
291,
338,
349,
395,
314,
291,
327,
398,
328,
372,
373,
284,
342,
346,
296,
282,
314,
355,
323,
246,
326,
285,
281,
318,
347,
285,
255,
302,
362,
366,
364,
431,
318,
292,
309,
264,
363,
292,
369,
302,
289,
250,
253,
253,
297,
374,
355,
415,
418,
374,
311,
277,
337,
279,
287,
369,
359,
309,
273,
378,
264,
268,
347,
384,
371,
371,
379,
332,
354,
433,
502,
379,
322,
335,
325,
524,
383,
466,
550,
532,
493,
471,
593,
649,
604,
661,
550,
628,
599,
1585,
897,
498,
409,
410,
489,
414,
538,
507,
681,
480,
642,
439,
378,
566,
814,
624,
417,
426,
362,
389,
413,
403,
381,
423,
535,
389,
405,
562,
497,
464,
458,
356,
421,
522,
479,
510,
543,
397,
486,
552,
467,
569,
562,
1557,
807,
608,
678,
626,
647,
1533,
822,
697,
576,
1026,
834,
732,
647,
675,
695,
1972,
1542,
1532,
1360,
1942,
1263,
1043,
1158,
2415,
1508,
1748,
2091,
2296,
3337,
3459,
3341,
15432,
4790,
2565,
2362,
2436,
7672,
3117,
2570,
2412,
7074,
3803,
1850,
2361,
11481,
6432,
2865,
2053,
2649,
11923,
4838,
2851,
1821,
1212,
1267,
1349,
1161,
715,
1401,
1301,
839,
568,
700,
1054,
667,
518,
516,
466,
438,
425,
374,
358,
328,
537,
305,
265,
345,
376,
514,
365,
309,
325,
921,
1067,
475,
382,
330,
341,
488,
311,
345,
318,
221,
265,
259,
284,
264,
289,
286,
323,
243,
249,
250,
434,
299,
1734,
707,
547,
792,
955,
615,
1535,
650,
592,
585,
482,
1451,
940,
588,
323,
383,
351,
281,
303,
298,
270,
292,
264,
284,
210,
222,
289,
196,
317,
205,
276,
213,
226,
214,
395,
258,
315,
355,
329,
255,
370,
351,
1402,
1372,
826,
2016,
1169,
637,
569,
274,
322,
321,
281,
255,
338,
506,
372,
353,
352,
265,
298,
412,
560,
504,
272,
305,
349,
344,
323,
337,
429,
364,
345,
367,
391,
987,
551,
571,
615,
3327,
2544,
1080,
554,
385,
317,
347,
337,
438,
389,
313
] |
[
264,
200,
224,
473,
203,
177,
248,
222,
178,
234,
244,
238,
349,
225,
199,
182,
280,
270,
373,
247,
211,
195,
212,
242,
312,
278,
243,
191,
240,
280,
237,
241,
349,
376,
381,
286,
256,
232,
252,
358,
311,
311,
246,
293,
280,
267,
229,
333,
369,
262,
318,
309,
414,
283,
280,
254,
284,
283,
301,
345,
303,
328,
284,
449,
227,
309,
407,
236,
293,
286,
245,
219,
379,
442,
403,
318,
312,
287,
963,
252,
300,
272,
313,
423,
284,
256,
234,
232,
251,
292,
322,
282,
228,
325,
371,
309
] |
[
"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: 19.92%",
"予測される変化率: [カラム_0] 予測される変化率: 17.05%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.73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: 19.92%",
"Forecasted change rate: [column_0] Forecasted change rate: 17.05%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.73 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 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 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 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 96.",
"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 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 |
[
552,
576,
538,
594,
1561,
1018,
671,
577,
542,
502,
502,
499,
615,
459,
483,
498,
466,
340,
456,
536,
545,
517,
517,
449,
431,
443,
606,
558,
476,
470,
445,
340,
328,
442,
573,
478,
552,
473,
319,
378,
598,
567,
450,
469,
486,
1295,
540,
547,
577,
524,
489,
480,
391,
372,
530,
533,
486,
491,
896,
370,
599,
503,
881,
594,
663,
467,
379,
413,
574,
549,
669,
541,
498,
467,
558,
702,
560,
571,
529,
497,
460,
439,
575,
607,
798,
704,
673,
570,
640,
666,
742,
668,
568,
520,
465,
463,
616,
627,
672,
1022,
767,
662,
965,
1138,
760,
823,
755,
698,
601,
808,
700,
634,
619,
800,
688,
430,
523,
507,
485,
524,
506,
459,
369,
407,
502,
523,
462,
480,
401,
334,
501,
538,
488,
497,
488,
448,
414,
529,
551,
543,
569,
477,
463,
422,
424,
558,
552,
523,
541,
746,
539,
533,
527,
488,
558,
505,
575,
503,
561,
539,
533,
548,
538,
508,
677,
529,
624,
553,
449,
468,
508,
364,
382,
473,
488,
467,
364,
279,
294,
337,
424,
462,
412,
343,
336,
464,
434,
557,
586,
577,
687,
622,
630,
604,
564,
845,
629,
514,
413,
386,
458,
532,
596,
541,
529,
482,
428,
425,
621,
595,
654,
1118,
716,
450,
474,
611,
587,
488,
605,
554,
441,
559,
592,
590,
644,
604,
538,
379,
474,
579,
493,
508,
559,
516,
383,
399,
556,
579,
524,
512,
442,
427,
754,
943,
815,
742,
635,
563,
454,
563,
692,
590,
579,
589,
530,
370,
509,
555,
533,
575,
513,
486,
453,
456,
529,
587,
722,
577,
536,
472,
472,
517,
532,
518,
579,
475,
400,
489,
494,
612,
581,
534,
506,
441,
412,
1033,
1082,
749,
569,
531,
436,
491,
678,
634,
553,
590,
537,
1061,
660,
568,
610,
540,
565,
590,
486,
547,
581,
513,
567,
407,
513,
623,
635,
768,
627,
658,
652,
619,
510,
556,
697,
630,
609,
628,
561,
411,
571,
571,
689,
733,
584,
616,
410,
601,
724,
722,
747,
700,
622,
729,
713,
1003,
946,
845,
1207,
1604,
7403,
2379,
1900,
2143,
23953,
6874,
1914,
1211,
2365,
2840,
1483,
1013,
1057,
976,
788,
638,
758,
742,
597,
566,
465,
389,
478,
513,
614,
642,
581,
554,
441,
471,
594,
539,
517,
412,
397,
369,
594,
778,
638,
473,
615,
654,
430,
440,
535,
497,
589,
504,
458,
384,
420,
595,
534,
499,
818,
475,
346,
426,
536,
507,
529,
542,
432,
328,
419,
425,
490,
484,
521,
489,
432,
452,
539,
591,
546,
502,
535,
413,
485,
611,
547,
702,
589,
561,
530,
961,
797,
625,
523,
592,
520,
469,
466,
549,
605,
547,
556,
518,
775,
734,
567,
618,
601,
563,
464,
419,
550,
2549,
496,
575,
499,
523,
415,
597,
550,
594,
550,
637,
477,
582,
789,
1245,
591,
839,
1078,
521,
389,
461,
540,
491,
819,
541,
480,
375,
386,
485,
412,
421,
387,
408,
307,
375,
420,
394,
463,
463,
390,
514,
486,
480,
531,
495,
504,
483,
463,
508,
588,
519,
555,
448,
500,
346,
862,
525,
540,
500
] |
[
510,
453,
363,
437,
691,
620,
561,
516,
455,
404,
498,
533,
545,
521,
543,
479,
384,
502,
618,
475,
512,
516,
483,
413,
461,
502,
480,
509,
472,
408,
340,
304,
401,
474,
513,
609,
453,
444,
419,
489,
469,
451,
544,
536,
430,
489,
593,
590,
592,
575,
490,
476,
487,
595,
616,
590,
476,
512,
417,
453,
518,
586,
535,
487,
461,
435,
442,
606,
510,
532,
516,
441,
431,
482,
595,
538,
512,
466,
470,
383,
451,
486,
570,
427,
498,
487,
413,
450,
508,
556,
534,
509,
497,
363,
389,
510
] |
[
"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: -9.42%",
"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1.65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: 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: downward",
"Historical change rate: [column_0] Historical change rate: -9.42%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.65 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"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 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 |
[
103,
539,
134,
148,
122,
406,
189,
197,
209,
205,
307,
107,
83,
136,
86,
115,
117,
104,
83,
104,
79,
57,
95,
89,
58,
65,
201,
75,
50,
59,
45,
85,
57,
70,
109,
83,
88,
129,
422,
182,
262,
146,
128,
133,
132,
245,
293,
135,
247,
318,
125,
163,
253,
178,
197,
166,
101,
105,
173,
126,
130,
121,
108,
140,
108,
105,
219,
11402,
894,
230,
473,
286,
207,
8145,
10468,
1425,
350,
224,
190,
48,
48,
41,
42,
51,
46,
38,
61,
58,
52,
114,
143,
45,
60,
44,
33,
54,
48,
39,
72,
128,
66,
73,
72,
49,
72,
77,
55,
111,
115,
90,
75,
151,
196,
147,
141,
99,
84,
122,
119,
86,
76,
161,
70,
61,
81,
86,
71,
75,
151,
77,
103,
3429,
238,
102,
122,
87,
160,
110,
81,
109,
128,
88,
76,
85,
92,
76,
80,
65,
66,
56,
63,
56,
69,
121,
85,
69,
63,
75,
101,
72,
87,
67,
56,
71,
72,
87,
337,
100,
100,
91,
160,
126,
88,
82,
79,
104,
55,
63,
57,
100,
60,
47,
73,
54,
82,
146,
111,
72,
91,
99,
52,
93,
71,
108,
671,
563,
154,
114,
84,
136,
167,
145,
119,
84,
391,
106,
99,
91,
100,
345,
166,
101,
104,
81,
99,
93,
130,
255,
142,
133,
133,
106,
80,
124,
113,
207,
97,
94,
105,
76,
89,
76,
62,
79,
84,
78,
109,
121,
145,
90,
70,
116,
118,
97,
186,
211,
108,
107,
101,
621,
487,
137,
86,
103,
115,
110,
140,
110,
90,
86,
74,
231,
162,
98,
95,
87,
116,
76,
57,
59,
72,
93,
310,
94,
72,
69,
91,
85,
72,
70,
57,
68,
79,
92,
99,
62,
66,
84,
72,
118,
75,
444,
138,
99,
94,
103,
387,
630,
416,
270,
149,
157,
77,
132,
194,
119,
98,
122,
127,
127,
130,
107,
301,
85,
142,
80,
57,
61,
66,
62,
69,
102,
69,
81,
74,
77,
77,
83,
87,
90,
406,
10205,
7994,
3606,
5967,
5116,
6273,
4872,
2553,
2847,
22645,
10805,
1801,
1430,
1269,
1477,
966,
1198,
921,
667,
693,
651,
557,
978,
749,
566,
459,
868,
509,
672,
10998,
2927,
1471,
1150,
909,
492,
287,
379,
405,
444,
1560,
1156,
1165,
1029,
653,
400,
357,
347,
358,
346,
299,
393,
340,
349,
493,
545,
360,
347,
221,
194,
266,
479,
410,
371,
229,
195,
121,
1068,
1098,
920,
535,
278,
204,
231,
219,
231,
137,
132,
156,
167,
716,
500,
241,
369,
219,
294,
224,
166,
165,
278,
210,
101,
201,
155,
133,
6582,
3482,
1128,
988,
731,
538,
483,
443,
293,
333,
184,
264,
249,
297,
351,
475,
649,
258,
196,
578,
614,
663,
1382,
256,
260,
192,
1658,
1201,
282,
188,
162,
133,
122,
142,
179,
267,
274,
128,
203,
616,
512,
244,
239,
171,
323,
243,
193,
224,
410,
373,
184,
173,
243,
201,
154,
266,
139,
137,
157,
136,
136,
81,
187,
599,
469,
175,
888,
886,
229,
241,
364,
495,
125,
349,
499,
207,
243,
212,
332,
222,
243,
105,
79,
109,
173,
117,
87
] |
[
114,
98,
401,
252,
378,
498,
137,
96,
155,
309,
242,
127,
124,
601,
712,
217,
135,
195,
149,
118,
115,
379,
186,
123,
176,
190,
191,
185,
310,
304,
206,
153,
96,
80,
101,
326,
531,
199,
159,
213,
212,
203,
177,
145,
180,
209,
202,
134,
250,
384,
188,
215,
169,
185,
136,
130,
87,
120,
134,
150,
111,
231,
250,
240,
631,
243,
715,
638,
350,
115,
120,
104,
117,
219,
187,
162,
93,
105,
69,
392,
704,
968,
493,
107,
124,
1003,
194,
147,
146,
182,
218,
311,
616,
376,
222,
165
] |
[
"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: -15.53%",
"予測される変化率: [カラム_0] 予測される変化率: 44.74%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.27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: 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: 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: -15.53%",
"Forecasted change rate: [column_0] Forecasted change rate: 44.74%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.27 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 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 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 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 |
[
227,
210,
196,
383,
287,
317,
196,
187,
214,
181,
228,
387,
264,
209,
175,
238,
652,
344,
479,
594,
297,
253,
282,
232,
226,
248,
522,
142,
155,
192,
167,
183,
295,
201,
183,
275,
226,
148,
191,
222,
177,
191,
202,
174,
185,
190,
218,
217,
194,
190,
149,
162,
203,
261,
172,
160,
202,
196,
156,
237,
223,
171,
145,
166,
178,
211,
230,
244,
210,
198,
239,
242,
235,
283,
289,
224,
195,
263,
243,
209,
272,
319,
201,
161,
191,
199,
215,
283,
283,
216,
277,
204,
211,
228,
286,
340,
177,
212,
217,
259,
199,
227,
410,
218,
222,
228,
200,
194,
262,
282,
197,
211,
234,
201,
196,
244,
267,
190,
175,
216,
183,
207,
219,
247,
261,
200,
215,
234,
193,
257,
315,
189,
193,
186,
199,
267,
271,
315,
198,
227,
214,
194,
209,
323,
270,
228,
214,
213,
219,
231,
288,
273,
205,
219,
197,
243,
210,
259,
240,
225,
213,
206,
185,
179,
264,
281,
240,
178,
200,
170,
186,
171,
271,
188,
186,
189,
207,
203,
209,
256,
226,
191,
244,
204,
274,
286,
298,
208,
222,
249,
236,
199,
273,
284,
236,
195,
244,
207,
224,
270,
372,
299,
224,
240,
190,
208,
269,
359,
244,
238,
259,
242,
252,
363,
360,
317,
261,
217,
280,
258,
339,
400,
433,
325,
249,
245,
210,
254,
288,
245,
240,
284,
278,
257,
308,
369,
259,
351,
348,
266,
239,
282,
408,
242,
235,
206,
235,
274,
439,
335,
242,
278,
449,
349,
257,
299,
346,
231,
268,
375,
241,
253,
270,
338,
251,
210,
234,
276,
310,
419,
365,
270,
356,
330,
275,
234,
601,
384,
312,
355,
307,
346,
293,
333,
389,
392,
436,
394,
358,
308,
331,
334,
334,
294,
266,
436,
389,
439,
377,
325,
348,
477,
378,
289,
346,
352,
290,
358,
548,
407,
305,
323,
398,
304,
342,
325,
317,
324,
363,
405,
357,
322,
348,
308,
280,
474,
391,
297,
308,
319,
296,
334,
1249,
468,
406,
485,
357,
353,
319,
453,
581,
407,
390,
437,
468,
629,
581,
573,
538,
431,
557,
523,
534,
631,
612,
444,
404,
545,
480,
332,
458,
688,
1127,
561,
497,
549,
431,
578,
615,
488,
423,
489,
536,
405,
397,
836,
590,
508,
426,
487,
355,
504,
473,
514,
457,
380,
470,
407,
457,
502,
499,
483,
567,
569,
611,
838,
1127,
1143,
1167,
1686,
3220,
13421,
36649,
7138,
4206,
3141,
2891,
2483,
3242,
4166,
3721,
3133,
4517,
4339,
2896,
3976,
18154,
12706,
11278,
1974,
1110,
823,
699,
658,
695,
513,
462,
471,
405,
437,
473,
465,
428,
740,
6578,
1216,
593,
901,
699,
373,
371,
412,
339,
396,
364,
523,
419,
269,
327,
253,
236,
311,
305,
240,
268,
236,
230,
227,
311,
332,
251,
247,
234,
228,
269,
289,
307,
222,
252,
279,
204,
241,
287,
291,
242,
230,
343,
215,
200,
324,
352,
222,
251,
414,
307,
270,
286,
312,
186,
224,
246,
210,
204,
264,
288,
232,
170,
173,
232,
293,
268,
222,
228,
279,
233,
213,
202,
313,
347,
289,
431,
242
] |
[
269,
275,
290,
324,
254,
304,
330,
257,
232,
588,
356,
261,
234,
234,
204,
190,
277,
316,
230,
174,
212,
183,
208,
234,
303,
230,
187,
250,
217,
221,
216,
253,
250,
215,
247,
449,
404,
270,
260,
279,
231,
246,
841,
818,
485,
400,
261,
373,
636,
402,
428,
582,
482,
459,
361,
277,
227,
191,
290,
259,
297,
278,
321,
371,
453,
374,
458,
343,
282,
306,
482,
384,
588,
587,
404,
304,
257,
283,
564,
617,
544,
355,
419,
407,
358,
305,
324,
411,
418,
571,
390,
351,
297,
353,
393,
268
] |
[
"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: 6.61%",
"予測される変化率: [カラム_0] 予測される変化率: -0.37%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.41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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 6.61%",
"Forecasted change rate: [column_0] Forecasted change rate: -0.37%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.41 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 47",
"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] 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 88.",
"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,
2290,
2196,
1325,
841,
775,
810,
854,
1051,
719,
772,
711,
658,
788,
844,
761,
720,
470,
593,
655,
614,
624,
622,
752,
1061,
880,
729,
529,
579,
520,
670,
551,
621,
584,
633,
594,
577,
483,
398,
745,
734,
632,
550,
793,
556,
527,
598,
628,
546,
580,
553,
485,
453,
479,
470,
513,
577,
487,
591,
628,
582,
793,
906,
751,
616,
576,
603,
530,
615,
643,
516,
676,
677,
518,
648,
741,
495,
525,
540,
481,
555,
558,
529,
587,
486,
539,
678,
509,
510,
517,
498,
430,
557,
530,
486,
557,
557,
597,
639,
624,
673,
626,
640,
594,
521,
439,
426,
340,
354,
385,
487,
511,
511,
539,
453,
324,
411,
486,
914,
674,
801,
550,
504,
590,
698,
1059,
4333,
3728,
2475,
2331,
2328,
2097,
2110,
2180,
2378,
2103,
2085,
2516,
2402,
2194,
2070,
2018,
1627,
1767,
1700,
2049,
1890,
2203,
2459,
1675,
1842,
2251,
1910,
2156,
2205,
2140,
2056,
2326,
2952,
2771,
4719,
4577,
5360,
3983,
5141,
18033,
24748,
21131,
18719,
17293,
9081,
6086,
14231,
16627,
17615,
13293,
12136,
5409,
3560,
7131,
8946,
7906,
8534,
8078,
3760,
3086,
6738,
6567,
6254,
5603,
6175,
3553,
2934,
4372,
5061,
5601,
5035,
5635,
3038,
2203,
3826,
4375,
4672,
4680,
4136,
2128,
2044,
3069,
3913,
4436,
3369,
3612,
1831,
1596,
3101,
2914,
3391,
3223,
3252,
1900,
1614,
3002,
3477,
3912,
3711,
3433,
2172,
1541,
2893,
2930,
3124,
3040,
2980,
1839,
1524,
2648,
4057,
4637,
3946,
3669,
2060,
1628,
3066,
3622,
3721,
3617,
3071,
1858,
1632,
2505,
3483,
4421,
6054,
5309,
2517,
1880,
2958,
4025,
3972,
3386,
3528,
2036,
1565,
2875,
3372,
3414,
3306,
3228,
1943,
1481,
2660,
3685,
3208,
3085,
3490,
2108,
1689,
3602,
4844,
6647,
6218,
6725,
3321,
2313,
4795,
5364,
4437,
4581,
4418,
2374,
1707,
3622,
4529,
5446,
6454,
5111,
2555,
1803,
3819,
4223,
4534,
5839,
5421,
2487,
1763,
4099,
4305,
4632,
4573,
4498,
2178,
1289,
3744,
4227,
4292,
4439,
4091,
2169,
1523,
3061,
3971,
4186,
4222,
3823,
1951,
1635,
3400,
4185,
4761,
4133,
4470,
2242,
1972,
3266,
4070,
3990,
3616,
3285,
2066,
1571,
2809,
3429,
3843,
3541,
3497,
1998,
1658,
2542,
3000,
4497,
4141,
3931,
2053,
1367,
2485,
2659,
3002,
2898,
2781,
1619,
1215,
2626,
3760,
3775,
2918,
3100,
2304,
2447,
3194,
3676,
4945,
4325,
4187,
2673,
1864,
3910,
5027,
4038,
3807,
4183,
2365,
1691,
2746,
2988,
3193,
3689,
4291,
2134,
1703,
3760,
4293,
4346,
5243,
4358,
1998,
1659,
3282,
4801,
3967,
4478,
4439,
2338,
1795,
4684,
5144,
4170,
4561,
4265,
2270,
1841,
3517,
3511,
3227,
3895,
3507,
1790,
1730,
2886,
3338,
3318
] |
[
3512,
3383,
1982,
1836,
2661,
2888,
2736,
3460,
4187,
1983,
1679,
2875,
3785,
3394,
3484,
3610,
1821,
1628,
2788,
4528,
3923,
2927,
2614,
1686,
1440,
2214,
2699,
2973,
2740,
2133,
1577,
1259,
2106,
2805,
3028,
3838,
4609,
2269,
1584,
4036,
6009,
5488,
4282,
4271,
2384,
1991,
3032,
4100,
3522,
3424,
3729,
1950,
1452,
2872,
3239,
3373,
3993,
4024,
1887,
1540,
3648,
4387,
4640,
4766,
3773,
2072,
1678,
4799,
5478,
5257,
4783,
4219,
2310,
1830,
3612,
5299,
7182,
10529,
7697,
3731,
2088,
3987,
3967,
4558,
5081,
4638,
2657,
1972,
4335,
7078,
7812,
6818,
5510,
3106,
1879,
4127
] |
[
"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: 44.89%",
"予測される変化率: [カラム_0] 予測される変化率: 17.51%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.06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: 44.89%",
"Forecasted change rate: [column_0] Forecasted change rate: 17.51%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.06 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 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] 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
236,
278,
358,
102,
131,
398,
336,
283,
246,
235,
120,
158,
302,
226,
264,
231,
188,
98,
123,
269,
277,
217,
295,
241,
116,
105,
254,
221,
241,
178,
163,
88,
103,
170,
231,
206,
312,
196,
134,
108,
225,
252,
225,
229,
189,
158,
154,
264,
325,
288,
227,
202,
139,
136,
247,
234,
239,
221,
205,
111,
118,
329,
311,
310,
254,
211,
115,
161,
231,
295,
217,
261,
213,
147,
144,
274,
290,
267,
267,
203,
102,
125,
282,
265,
274,
263,
260,
111,
143,
269,
239,
220,
213,
163,
103,
136,
229,
286,
242,
248,
175,
125,
124,
217,
224,
271,
199,
226,
106,
119,
197,
248,
195,
265,
316,
139,
159,
254,
259,
241,
215,
157,
81,
138,
222,
239,
219,
219,
198,
108,
162,
306,
255,
251,
226,
345,
155,
178,
259,
243,
235,
254,
216,
148,
180,
351,
307,
267,
244,
179,
146,
131,
272,
308,
275,
273,
227,
107,
138,
210,
221,
250,
210,
191,
112,
317,
347,
255,
313,
254,
195,
89,
143,
176,
179,
153,
72,
95,
98,
104,
125,
154,
148,
105,
111,
138,
168,
223,
231,
214,
230,
214,
148,
161,
256,
256,
269,
234,
199,
102,
133,
236,
258,
271,
245,
182,
175,
165,
301,
266,
269,
240,
211,
162,
143,
274,
243,
219,
241,
236,
118,
147,
218,
258,
237,
244,
233,
213,
199,
825,
891,
382,
334,
534,
234,
200,
583,
301,
266,
236,
209,
137,
150,
254,
231,
238,
266,
285,
110,
147,
248,
264,
231,
271,
212,
121,
153,
236,
265,
229,
207,
160,
101,
128,
266,
210,
399,
238,
93,
62,
60,
98,
246,
282,
216,
191,
129,
166,
429,
393,
262,
219,
285,
103,
174,
287,
226,
248,
237,
226,
136,
135,
304,
394,
257,
199,
193,
117,
156,
273,
250,
231,
232,
176,
103,
102,
214,
216,
191,
99,
145,
86,
97,
240,
202,
324,
270,
215,
108,
120,
157,
237,
245,
197,
261,
92,
129,
216,
216,
232,
117,
138,
78,
130,
201,
235,
235,
204,
134,
88,
112,
221,
231,
261,
256,
187,
99,
108,
213,
211,
217,
205,
154,
108,
127,
207,
230,
194,
214,
153,
81,
107,
211,
219,
184,
184,
130,
118,
123,
204,
195,
250,
192,
161,
100,
86,
25306,
224,
227,
212,
212,
121,
117,
218,
187,
219,
180,
356,
228,
113,
172,
192,
145,
194,
244,
91,
117,
178,
1083,
249,
243,
162,
91,
66,
179,
203,
194,
196,
173,
74,
107,
175,
201,
189,
198,
161,
82,
102,
238,
228,
201,
182,
155,
85,
104,
217,
206,
208,
197,
167,
112,
135,
215,
241,
208,
175,
172,
95,
129,
218,
210,
229,
203,
267,
325,
272,
254,
237,
208,
192,
175,
82,
98,
234,
207,
253,
220,
155,
101,
105,
224,
218,
259,
231,
193,
148,
89,
252,
241,
234,
222,
156,
112,
103,
255,
252,
272,
295,
209,
86,
116,
254,
232,
192,
215,
144,
106,
133,
156,
156,
228,
244,
184,
85,
135,
251,
215,
222,
218,
159,
92,
127,
237,
228,
258,
210,
182,
101,
117,
222,
242,
221
] |
[
253,
205,
119,
116,
232,
217,
200,
182,
169,
96,
118,
227,
168,
189,
210,
151,
130,
157,
255,
255,
215,
211,
186,
104,
129,
371,
223,
190,
159,
112,
51,
73,
69,
126,
133,
115,
130,
79,
80,
254,
245,
196,
225,
167,
106,
117,
288,
261,
272,
222,
235,
112,
176,
1101,
767,
336,
297,
249,
153,
188,
354,
415,
330,
280,
258,
154,
158,
297,
447,
310,
322,
240,
110,
156,
321,
250,
253,
208,
182,
94,
101,
316,
272,
287,
279,
212,
142,
133,
292,
260,
252,
253,
186,
104,
130,
200
] |
[
"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: -6.36%",
"予測される変化率: [カラム_0] 予測される変化率: -20.95%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.11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: -6.36%",
"Forecasted change rate: [column_0] Forecasted change rate: -20.95%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.11 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 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 |
[
33,
12,
8,
10,
11,
11,
10,
14,
10,
11,
27,
7,
14,
13,
10,
8,
11,
6,
7,
16,
9,
7,
6,
3,
4,
6,
10,
7,
11,
7,
10,
7,
3,
10,
8,
4,
7,
7,
7,
6,
5,
7,
10,
6,
3,
7,
5,
7,
10,
12,
7,
5,
11,
6,
7,
4,
5,
8,
9,
8,
9,
7,
6,
9,
11,
8,
4,
13,
6,
4,
4,
2,
11,
6,
13,
8,
5,
13,
13,
19,
14,
18,
19,
26,
30,
19,
14,
20,
14,
24,
18,
18,
15,
25,
9,
61,
139,
263,
247,
3078,
408,
181,
83,
91,
51,
33,
33,
36,
31,
18,
19,
13,
19,
24,
30,
32,
29,
16,
19,
20,
26,
18,
28,
27,
17,
26,
25,
15,
20,
22,
25,
28,
32,
20,
11,
22,
19,
26,
27,
16,
31,
18,
31,
19,
13,
41,
32,
31,
86,
25,
18,
32,
14,
31,
19,
19,
18,
22,
30,
25,
15,
38,
75,
39,
19,
26,
19,
17,
29,
29,
22,
28,
21,
19,
14,
22,
20,
22,
19,
23,
25,
13,
17,
21,
17,
17,
11,
21,
24,
21,
33,
20,
24,
22,
17,
23,
18,
17,
22,
14,
26,
37,
21,
25,
19,
14,
14,
21,
23,
16,
6,
16,
21,
23,
25,
22,
36,
20,
23,
5,
18,
14,
13,
23,
9,
19,
20,
21,
15,
28,
20,
19,
14,
22,
18,
29,
31,
23,
20,
13,
15,
15,
26,
21,
15,
10,
17,
23,
16,
21,
15,
29,
10,
9,
7,
19,
17,
18,
10,
26,
4,
22,
14,
11,
12,
10,
13,
19,
17,
27,
19,
21,
22,
16,
15,
10,
15,
9,
17,
34,
17,
13,
13,
16,
13,
22,
14,
13,
12,
16,
16,
14,
13,
14,
18,
13,
7,
15,
27,
11,
8,
25,
25,
19,
12,
18,
11,
16,
13,
19,
13,
19,
19,
35,
14,
14,
16,
7,
30,
13,
12,
38,
11,
26,
15,
16,
15,
24,
14,
13,
9,
19,
13,
27,
41,
15,
11,
21,
10,
18,
10,
23,
13,
13,
15,
18,
13,
17,
17,
21,
161,
20,
19,
37,
19,
14,
17,
50,
15,
27,
22,
17,
25,
7,
11,
11,
19,
11,
21,
16,
16,
11,
16,
27,
15,
16,
13,
16,
24,
27,
23,
21,
18,
20,
12,
35,
17,
22,
15,
12,
13,
13,
17,
16,
16,
10,
13,
3,
10,
8,
16,
19,
9,
14,
20,
4,
15,
16,
18,
10,
24,
17,
12,
8,
14,
12,
17,
20,
24,
21,
19,
18,
11,
12,
13,
7,
10,
14,
22,
20,
19,
15,
18,
16,
12,
18,
27,
9,
24,
43,
13,
24,
13,
12,
22,
13,
13,
17,
9,
21,
24,
21,
23,
23,
20,
18,
27,
31,
47,
47,
184,
173,
129,
102,
134,
111,
124,
109,
108,
162,
1844,
642,
313,
522,
191,
148,
87,
60,
73,
132,
104,
59,
54,
37,
17,
30,
76,
37,
31,
39,
27,
43,
29,
17,
26,
34,
30,
27,
34,
34,
18,
18,
31,
16,
26,
34,
18,
23,
34,
30,
25,
20
] |
[
24,
26,
34,
19,
38,
29,
171,
41,
33,
58,
28,
14,
31,
26,
31,
40,
53,
80,
39,
20,
39,
36,
261,
69,
51,
38,
24,
24,
27,
39,
20,
11,
28,
20,
19,
35,
16,
20,
52,
29,
39,
23,
25,
31,
18,
40,
45,
20,
25,
40,
22,
35,
23,
22,
19,
36,
51,
30,
39,
32,
34,
37,
34,
34,
36,
26,
23,
44,
36,
31,
34,
21,
24,
27,
19,
29,
28,
60,
40,
42,
37,
26,
26,
18,
18,
19,
26,
17,
30,
30,
32,
50,
44,
67,
48,
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: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -39.39%",
"予測される変化率: [カラム_0] 予測される変化率: -4.17%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.08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: downward",
"Historical change rate: [column_0] Historical change rate: -39.39%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.17%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.08 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 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 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 |
[
137,
113,
53,
56,
45,
113,
94,
97,
127,
93,
83,
58,
49,
41,
71,
62,
109,
71,
54,
47,
38,
82,
90,
28,
51,
54,
80,
100,
60,
59,
68,
47,
52,
55,
80,
54,
25,
25,
59,
42,
30,
31,
65,
57,
30,
43,
45,
58,
25,
46,
55,
56,
56,
65,
58,
36,
38,
42,
31,
38,
37,
23,
39,
62,
34,
37,
22,
59,
53,
21,
111,
28,
27,
43,
49,
71,
139,
40,
53,
47,
52,
57,
104,
52,
59,
72,
62,
32,
61,
55,
56,
92,
55,
65,
67,
108,
73,
65,
61,
33,
63,
69,
85,
72,
95,
91,
114,
86,
78,
1249,
37,
42,
49,
36,
57,
56,
58,
71,
85,
50,
58,
34,
31,
34,
69,
57,
49,
63,
55,
48,
44,
53,
81,
71,
64,
73,
84,
53,
52,
37,
59,
56,
63,
53,
78,
94,
75,
44,
74,
55,
57,
56,
63,
113,
118,
68,
125,
54,
46,
69,
50,
56,
95,
224,
173,
104,
59,
90,
66,
67,
75,
101,
163,
109,
72,
86,
198,
85,
66,
90,
79,
76,
72,
174,
406,
504,
164,
160,
258,
142,
84,
82,
98,
59,
68,
57,
61,
106,
65,
56,
61,
68,
90,
62,
70,
60,
171,
73,
80,
83,
79,
100,
105,
51,
77,
87,
80,
95,
61,
64,
49,
78,
55,
170,
108,
102,
56,
64,
69,
73,
58,
78,
101,
74,
66,
70,
109,
91,
91,
109,
105,
125,
140,
155,
118,
101,
133,
98,
131,
102,
78,
81,
92,
77,
64,
59,
121,
76,
49,
79,
94,
71,
75,
122,
57,
75,
70,
55,
90,
122,
89,
61,
45,
88,
84,
160,
661,
1027,
684,
856,
860,
61,
329,
68,
60,
69,
78,
68,
78,
99,
52,
57,
56,
71,
56,
63,
57,
96,
59,
70,
55,
64,
71,
60,
60,
871,
75,
114,
68,
91,
91,
111,
64,
107,
210,
67,
53,
71,
144,
52,
96,
49,
58,
105,
74,
61,
71,
81,
70,
75,
61,
58,
89,
64,
51,
84,
50,
115,
86,
72,
109,
168,
102,
79,
84,
129,
209,
110,
126,
111,
86,
80,
118,
94,
102,
139,
136,
115,
99,
98,
146,
134,
134,
87,
81,
86,
74,
67,
53,
65,
57,
67,
201,
69,
126,
163,
113,
76,
52,
86,
70,
59,
74,
61,
87,
61,
77,
85,
76,
89,
60,
75,
107,
81,
102,
76,
51,
92,
64,
95,
68,
68,
45,
60,
66,
73,
75,
85,
66,
83,
87,
65,
43,
45,
38,
52,
56,
173,
91,
63,
68,
81,
109,
96,
203,
100,
112,
67,
88,
83,
92,
86,
113,
123,
76,
105,
85,
97,
75,
82,
95,
113,
48,
65,
78,
54,
96,
79,
120,
87,
52,
71,
65,
80,
80,
110,
102,
103,
93,
65,
52,
85,
67,
94,
57,
60,
112,
164,
68,
98,
108,
252,
140,
66,
134,
74,
107,
86,
105,
104,
85,
81,
74,
63,
250,
102,
126,
102,
60,
84,
97,
179,
114,
77,
225,
68,
76,
104,
69,
122,
96,
74,
93,
57,
67,
63,
43,
67,
70,
75,
89,
66
] |
[
78,
165,
80,
109,
69,
52,
76,
63,
81,
63,
70,
140,
79,
68,
80,
62,
73,
105,
347,
467,
78,
123,
69,
90,
64,
101,
164,
94,
64,
319,
172,
79,
184,
153,
132,
82,
113,
91,
74,
77,
63,
70,
74,
116,
123,
44,
81,
79,
61,
72,
92,
48,
71,
77,
78,
182,
109,
73,
63,
40,
71,
71,
86,
56,
72,
159,
82,
64,
60,
46,
48,
90,
71,
55,
100,
104,
50,
175,
80,
68,
68,
95,
92,
70,
79,
58,
71,
155,
79,
85,
146,
75,
94,
130,
95,
79
] |
[
"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: -51.82%",
"予測される変化率: [カラム_0] 予測される変化率: 1.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.06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: -51.82%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.06 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 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 50 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 50.",
"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 |
[
47,
46,
50,
92,
62,
42,
33,
41,
59,
83,
68,
90,
115,
185,
236,
333,
3899,
612,
291,
106,
204,
149,
85,
160,
94,
159,
167,
101,
155,
90,
91,
63,
272,
264,
139,
63,
86,
155,
265,
147,
98,
88,
81,
80,
81,
119,
100,
80,
63,
62,
89,
96,
137,
100,
90,
98,
82,
77,
108,
174,
174,
84,
105,
118,
123,
125,
124,
88,
68,
84,
50,
64,
75,
109,
114,
56,
81,
67,
76,
70,
160,
81,
68,
69,
67,
101,
95,
96,
318,
81,
63,
58,
70,
190,
113,
56,
75,
67,
63,
83,
71,
79,
92,
103,
86,
81,
66,
102,
205,
120,
62,
73,
55,
86,
97,
2603,
510,
599,
157,
104,
118,
105,
123,
101,
72,
99,
91,
97,
267,
166,
396,
112,
168,
375,
127,
303,
133,
129,
118,
82,
66,
74,
112,
189,
172,
138,
121,
137,
104,
206,
240,
8069,
1204,
440,
241,
180,
301,
258,
255,
208,
122,
106,
130,
654,
325,
171,
97,
108,
99,
102,
279,
235,
170,
110,
104,
105,
118,
574,
187,
138,
147,
139,
412,
405,
256,
3313,
411,
223,
134,
186,
243,
208,
285,
356,
162,
122,
158,
130,
396,
170,
129,
88,
88,
339,
95,
116,
136,
145,
103,
93,
71,
88,
144,
950,
179,
114,
124,
134,
123,
127,
175,
171,
112,
81,
92,
82,
129,
1898,
2042,
239,
149,
116,
139,
98,
226,
197,
137,
129,
183,
104,
208,
206,
282,
269,
101,
94,
111,
106,
120,
183,
157,
220,
107,
90,
110,
125,
147,
95,
85,
67,
100,
111,
107,
107,
80,
66,
86,
108,
110,
155,
132,
114,
76,
65,
135,
285,
117,
150,
139,
105,
118,
156,
153,
161,
163,
122,
348,
110,
89,
93,
194,
139,
87,
105,
98,
86,
135,
139,
104,
105,
69,
65,
104,
123,
104,
160,
138,
88,
72,
76,
111,
113,
107,
88,
101,
73,
71,
86,
70,
312,
106,
95,
73,
84,
246,
140,
104,
77,
71,
70,
144,
6152,
934,
272,
139,
191,
129,
100,
242,
163,
112,
87,
90,
104,
127,
125,
130,
118,
1950,
230,
122,
144,
89,
1335,
367,
153,
90,
85,
111,
219,
150,
95,
97,
117,
75,
85,
127,
108,
123,
96,
92,
106,
89,
69,
306,
115,
166,
213,
85,
94,
93,
253,
303,
87,
98,
94,
81,
111,
117,
168,
406,
146,
174,
187,
3969,
2156,
511,
193,
178,
227,
295,
404,
207,
138,
85,
200,
106,
91,
134,
125,
119,
128,
251,
220,
140,
142,
168,
240,
144,
123,
112,
135,
309,
215,
138,
130,
128,
127,
133,
177,
262,
124,
175,
128,
117,
118,
135,
169,
125,
145,
117,
89,
104,
96,
138,
179,
92,
130,
104,
116,
109,
185,
111,
82,
111,
100,
114,
160,
234,
2792,
468,
329,
153,
216,
176,
216,
171,
230,
95,
86,
221,
164,
166,
161,
117,
83,
94,
97,
111,
154,
150,
95,
107,
98,
235,
153,
286,
1808,
198,
151,
106,
203,
167,
194,
143,
163,
110,
105,
145,
223,
271,
198,
125,
253,
210,
381,
135,
206,
378,
102,
243,
18559
] |
[
2813,
721,
549,
407,
259,
203,
135,
167,
170,
170,
160,
134,
250,
149,
158,
165,
183,
335,
151,
116,
128,
151,
136,
233,
196,
280,
124,
115,
89,
176,
191,
164,
103,
112,
124,
103,
148,
221,
281,
296,
151,
180,
179,
229,
228,
156,
106,
73,
111,
110,
183,
2451,
425,
185,
133,
132,
192,
204,
6264,
967,
317,
213,
155,
130,
132,
206,
152,
479,
246,
304,
226,
135,
342,
179,
120,
104,
128,
132,
198,
177,
118,
110,
99,
118,
111,
114,
182,
108,
92,
142,
188,
249,
173,
179,
153,
107
] |
[
"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: 39387.23%",
"予測される変化率: [カラム_0] 予測される変化率: -96.20%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.50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: 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7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: 39387.23%",
"Forecasted change rate: [column_0] Forecasted change rate: -96.20%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.50 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 7 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 |
[
46,
34,
32,
22,
22,
36,
58,
54,
47,
45,
22,
47,
30,
42,
34,
53,
29,
31,
34,
43,
46,
38,
38,
24,
16,
24,
21,
27,
28,
33,
23,
15,
14,
36,
30,
27,
21,
26,
15,
18,
35,
25,
14,
12,
20,
15,
22,
28,
31,
12,
22,
26,
56,
30,
54,
97,
42,
57,
33,
24,
32,
35,
43,
64,
45,
41,
26,
30,
40,
53,
52,
78,
33,
30,
35,
47,
46,
52,
44,
32,
24,
37,
46,
52,
30,
27,
41,
36,
34,
32,
49,
49,
33,
44,
31,
32,
37,
32,
47,
51,
44,
25,
26,
30,
34,
30,
36,
36,
27,
24,
36,
28,
45,
19,
29,
26,
35,
45,
28,
19,
35,
33,
28,
24,
36,
49,
27,
35,
18,
18,
35,
47,
25,
26,
34,
26,
29,
26,
29,
27,
36,
34,
38,
26,
40,
63,
46,
30,
43,
32,
32,
30,
25,
29,
42,
49,
40,
27,
44,
35,
36,
33,
51,
36,
20,
37,
38,
42,
41,
50,
30,
23,
30,
42,
29,
32,
13,
21,
25,
28,
36,
34,
21,
19,
27,
23,
39,
40,
51,
42,
36,
40,
28,
23,
43,
50,
44,
45,
35,
38,
44,
60,
39,
64,
59,
36,
36,
49,
54,
63,
51,
50,
50,
45,
42,
46,
35,
33,
51,
49,
30,
40,
45,
48,
55,
58,
35,
36,
36,
50,
45,
46,
30,
32,
38,
34,
50,
60,
55,
69,
43,
39,
38,
57,
49,
50,
57,
43,
25,
44,
49,
28067,
32560,
68,
77,
81,
78,
84,
70,
66,
71,
49,
44,
55,
56,
54,
69,
32,
47,
43,
26,
36,
32,
30,
36,
36,
29,
25,
38,
56,
56,
54,
48,
37,
26,
53,
38,
48,
49,
34,
22,
25,
47,
33,
48,
50,
43,
32,
25,
43,
37,
35,
37,
27,
16,
37,
30,
38,
36,
38,
33,
33,
29,
52,
45,
37,
54,
32,
24,
32,
36,
26,
30,
53,
40,
23,
44,
43,
40,
41,
34,
35,
23,
40,
43,
41,
38,
36,
32,
39,
28,
57,
64,
77,
51,
51,
35,
48,
51,
47,
47,
58,
40,
30,
27,
47,
38,
49,
44,
39,
24,
27,
43,
56,
36,
39,
37,
27,
35,
36,
38,
50,
46,
55,
44,
39,
50,
48,
38,
41,
34,
26,
29,
40,
32,
41,
42,
33,
25,
25,
49,
40,
44,
27,
21,
22,
16,
25,
31,
33,
26,
17,
9,
22,
34,
25,
25,
36,
30,
22,
18,
28,
24,
29,
25,
25,
35,
25,
38,
28,
47,
28,
46,
34,
24,
55,
33,
42,
42,
49,
28,
35,
51,
55,
48,
43,
52,
24,
32,
44,
46,
45,
45,
41,
36,
28,
67,
60,
40,
25,
31,
21,
36,
44,
42,
45,
43,
33,
32,
29,
38,
41,
34,
36,
35,
22,
21,
47,
50,
75,
186,
27,
31,
38,
45,
42,
30,
32,
34,
21,
37,
32,
29,
46,
32,
27,
21,
34,
32,
20,
52,
46,
46,
38,
30,
52,
43,
22,
100,
28,
25,
23,
64,
51,
68,
47,
43,
38,
40,
47,
34,
44
] |
[
50,
32,
28,
37,
56,
51,
34,
42,
25,
37,
31,
43,
61,
52,
37,
53,
35,
49,
49,
27,
44,
44,
54,
31,
29,
55,
36,
31,
22,
19,
20,
24,
41,
56,
28,
33,
34,
30,
24,
79,
47,
59,
192,
32,
42,
34,
49,
54,
42,
56,
35,
40,
26,
48,
61,
40,
45,
61,
46,
37,
68,
46,
29,
48,
45,
48,
43,
59,
38,
32,
40,
37,
31,
52,
59,
34,
49,
41,
58,
35,
24,
41,
39,
46,
45,
45,
34,
37,
52,
44,
57,
40,
49,
39,
43,
48
] |
[
"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: -4.35%",
"予測される変化率: [カラム_0] 予測される変化率: -4.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の12.53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: 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: -4.35%",
"Forecasted change rate: [column_0] Forecasted change rate: -4.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 12.53 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 63",
"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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1814,
1621,
1582,
2370,
2014,
2671,
2215,
1696,
1628,
1664,
1912,
1875,
1593,
2223,
2841,
2779,
1751,
1764,
1707,
2125,
1719,
1817,
1886,
1220,
1292,
1351,
1301,
1238,
1317,
1181,
1060,
1033,
1117,
1133,
1417,
1311,
1312,
1311,
1423,
3098,
1555,
1581,
2492,
2877,
2575,
1844,
1843,
1650,
1649,
1377,
1102,
1440,
1590,
1737,
1508,
2564,
1920,
1525,
6058,
3028,
2188,
1785,
1829,
1495,
1488,
1248,
1932,
1826,
1599,
1705,
1835,
2251,
1720,
1715,
2201,
1729,
1562,
1411,
1349,
1228,
1662,
1719,
1550,
1837,
5176,
2252,
1956,
1991,
2100,
1647,
1462,
1397,
1492,
1443,
1718,
1483,
1274,
1318,
1230,
1280,
1530,
1773,
2036,
2020,
1758,
2142,
1758,
2265,
4503,
2964,
1992,
1903,
1658,
1645,
1622,
2013,
2250,
4371,
2495,
2120,
2043,
2150,
2046,
1591,
1422,
1680,
1540,
1491,
1472,
3539,
3303,
2544,
5593,
2829,
1889,
1905,
2241,
2112,
1655,
1640,
1893,
1886,
1537,
1728,
1951,
2143,
1771,
1550,
1679,
1426,
1744,
1943,
1431,
1440,
1773,
1661,
1604,
2381,
2533,
2630,
2346,
2242,
2166,
1947,
2543,
3615,
1760,
2075,
4473,
2476,
1706,
2005,
1999,
1675,
1672,
2052,
1673,
2050,
1924,
1951,
1376,
1477,
1815,
7310,
4086,
4470,
2924,
2685,
2528,
2196,
1997,
1763,
1974,
2107,
1965,
1569,
1560,
1796,
1551,
1602,
1723,
1536,
1472,
1303,
1455,
1352,
1967,
1972,
1510,
1540,
1506,
1596,
1561,
1917,
1673,
1570,
1494,
1349,
1750,
1997,
2503,
1910,
1785,
1944,
2489,
3331,
2057,
4956,
2460,
1695,
2178,
1769,
1847,
1690,
2258,
1999,
1552,
1781,
1784,
1756,
1902,
1882,
2192,
1745,
1600,
1646,
3932,
2244,
2290,
7710,
2376,
2184,
2070,
1925,
3090,
2634,
2255,
2207,
1891,
1862,
2008,
2082,
2448,
2693,
3373,
2447,
2382,
2257,
5122,
3783,
3217,
3509,
3810,
4154,
2307,
2326,
2785,
2450,
2081,
1893,
1644,
1617,
4076,
3007,
2345,
1726,
1693,
1791,
1678,
1255,
1548,
1899,
1481,
1486,
1493,
1831,
1644,
1814,
1753,
1820,
1616,
1640,
2500,
2255,
2222,
1755,
1626,
2198,
2050,
2425,
1917,
2255,
2070,
1792,
2033,
1704,
2270,
1860,
1708,
1681,
2026,
1395,
1519,
1603,
1369,
2105,
1667,
1399,
1853,
2378,
1708,
3665,
2500,
2082,
1599,
1623,
1514,
1336,
1319,
1857,
1716,
2261,
2120,
1523,
1298,
1495,
1744,
1947,
1455,
1461,
1889,
1574,
1677,
6357,
4083,
2403,
1794,
1815,
1516,
1519,
1719,
1888,
1914,
1755,
1390,
1328,
1417,
1790,
2128,
1854,
1393,
1353,
1372,
1481,
1923,
1523,
1284,
1418,
1279,
1468,
1872,
1766,
1764,
1725,
1436,
1476,
1624,
1402,
1700,
1606,
1326,
1226,
1231,
1259,
1272,
1289,
1317,
1140,
1340,
1223,
1566,
1384,
1388,
1591,
1449,
1441,
1399,
1325,
1403,
1334,
1353,
1427,
1386,
1356,
1639,
1481,
1933,
2235,
1586,
1445,
1611,
11332,
3088,
2219,
2107,
2015,
2254,
1498,
1486,
2266,
2064,
1831,
1655,
1433,
1344,
1510,
1218,
1482,
1846,
2509,
1709,
2053,
1807,
1842,
2644,
2162,
2757,
1670,
1782,
3341,
2794,
1967,
1777,
1345,
1414,
1369,
1408,
1635,
1841,
2350,
1534,
1619,
1540,
1319,
1287,
1612,
1579,
1754,
1677,
1302,
2531,
2048,
1755,
2549,
2480,
1596,
1744,
1372,
1347,
2344,
1792,
1375,
1320,
1276,
1468,
1316,
1457,
1443,
1096,
1202,
1201,
1701,
1185,
1303,
1889,
1352,
1332,
1313,
1420,
1242,
1673,
1520,
1867,
1514,
5001,
3376,
3028,
2663,
1940,
1503,
2520,
2354
] |
[
1633,
1675,
4219,
5778,
2699,
2506,
2194,
1974,
1882,
3760,
3590,
4062,
2815,
2072,
1727,
1574,
1783,
1672,
1442,
1490,
1486,
1351,
1218,
2019,
1792,
1632,
1656,
1554,
1811,
1943,
1678,
2057,
1345,
1475,
1498,
1389,
1953,
6551,
2783,
2499,
15834,
4953,
3261,
4295,
2818,
2950,
2769,
3468,
3521,
2892,
2416,
3081,
16146,
19741,
9449,
39520,
19773,
10599,
9367,
6841,
5251,
10757,
13303,
9055,
5575,
7278,
5099,
4159,
3650,
9885,
6717,
4308,
4838,
4997,
4083,
4132,
8670,
6090,
4684,
4921,
3655,
2867,
3100,
4225,
3367,
2951,
2931,
3339,
2446,
2235,
4949,
4294,
2680,
2875,
3433,
1712
] |
[
"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: 29.77%",
"予測される変化率: [カラム_0] 予測される変化率: 4.84%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.01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: 29.77%",
"Forecasted change rate: [column_0] Forecasted change rate: 4.84%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.01 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 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 36 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 shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 36.",
"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 |
[
2200,
1519,
1631,
589,
1333,
628,
1389,
723,
503,
854,
776,
493,
337,
958,
1200,
457,
408,
461,
526,
837,
445,
651,
328,
373,
987,
661,
403,
771,
391,
281,
302,
464,
321,
427,
344,
477,
270,
370,
319,
366,
255,
350,
650,
773,
412,
398,
949,
359,
509,
298,
455,
338,
487,
329,
308,
2288,
468,
839,
290,
337,
370,
307,
326,
412,
310,
264,
306,
378,
1272,
488,
312,
558,
509,
369,
280,
253,
276,
242,
245,
547,
447,
2207,
577,
353,
366,
291,
1425,
596,
646,
303,
279,
576,
295,
312,
353,
346,
425,
986,
863,
440,
484,
491,
873,
3449,
783,
423,
1075,
563,
530,
376,
376,
350,
890,
383,
414,
1553,
581,
449,
367,
241,
279,
581,
308,
531,
224,
1461,
295,
259,
246,
921,
365,
255,
402,
249,
272,
290,
762,
274,
219,
338,
269,
275,
351,
763,
2962,
1231,
525,
480,
286,
307,
329,
356,
211,
1037,
769,
426,
358,
577,
470,
229,
242,
238,
196,
220,
277,
272,
213,
328,
288,
442,
457,
1334,
419,
261,
338,
406,
354,
322,
326,
484,
290,
214,
1070,
334,
1851,
1342,
714,
526,
767,
517,
345,
520,
414,
3275,
888,
521,
1040,
333,
274,
416,
494,
256,
1081,
419,
397,
279,
386,
365,
275,
329,
244,
213,
1442,
526,
336,
327,
306,
323,
356,
4466,
1547,
647,
2431,
731,
438,
5740,
1266,
1140,
553,
399,
450,
373,
328,
349,
559,
468,
419,
308,
376,
286,
376,
472,
465,
219,
405,
400,
515,
297,
372,
332,
296,
407,
240,
241,
390,
317,
518,
706,
570,
474,
461,
515,
326,
283,
481,
599,
596,
308,
425,
1288,
558,
301,
297,
297,
197,
309,
644,
559,
552,
272,
237,
278,
509,
341,
1167,
298,
1255,
376,
235,
263,
263,
252,
240,
199,
184,
215,
861,
438,
469,
185,
212,
211,
194,
225,
598,
332,
229,
296,
249,
506,
368,
341,
311,
2872,
6332,
2003,
782,
4270,
1393,
3689,
857,
425,
901,
775,
620,
715,
480,
897,
601,
746,
383,
398,
1799,
483,
300,
318,
267,
255,
273,
310,
323,
217,
647,
607,
324,
341,
300,
506,
256,
265,
563,
1616,
554,
957,
1353,
325,
314,
266,
285,
230,
268,
384,
198,
238,
211,
213,
344,
370,
289,
515,
643,
268,
377,
249,
3826,
891,
386,
449,
377,
346,
249,
749,
296,
316,
219,
845,
1373,
741,
1158,
580,
389,
312,
246,
229,
246,
299,
702,
2103,
1300,
586,
515,
888,
762,
1960,
43306,
6572,
3055,
2233,
2308,
2816,
1295,
762,
735,
635,
613,
542,
569,
1093,
1681,
831,
1310,
667,
695,
776,
767,
560,
2494,
1048,
677,
517,
783,
2270,
464,
469,
445,
353,
298,
497,
371,
268,
282,
682,
410,
310,
622,
709,
468,
436,
1070,
806,
665,
650,
487,
309,
253,
278,
1138,
543,
385,
258,
394,
664,
286,
218,
1584,
405,
364,
524,
253,
440,
256,
419,
395,
2127,
701,
4134,
596,
404,
743,
747,
319,
295,
311,
290,
237,
234,
438,
234,
190,
315,
195,
251,
160,
777,
302,
169,
188,
167,
192,
246,
1418,
1269,
236,
224,
159,
161,
423,
1136,
265,
5266,
1500,
841
] |
[
638,
406,
2325,
633,
370,
336,
3086,
520,
391,
506,
333,
294,
196,
252,
254,
268,
294,
266,
1264,
354,
521,
283,
213,
421,
248,
221,
212,
172,
179,
192,
451,
522,
259,
422,
380,
700,
457,
4445,
3974,
5906,
1027,
2029,
849,
606,
643,
2186,
1210,
417,
2051,
529,
390,
523,
1380,
393,
565,
1090,
695,
309,
348,
303,
186,
497,
276,
1217,
476,
555,
332,
271,
289,
396,
323,
260,
601,
752,
273,
422,
399,
246,
486,
312,
329,
238,
242,
197,
206,
421,
300,
270,
206,
202,
286,
240,
226,
374,
325,
170
] |
[
"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: -61.77%",
"予測される変化率: [カラム_0] 予測される変化率: -73.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.61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: 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: -61.77%",
"Forecasted change rate: [column_0] Forecasted change rate: -73.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.61 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 60",
"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 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 |
[
242,
203,
185,
145,
211,
173,
218,
217,
199,
172,
181,
200,
240,
221,
174,
203,
179,
154,
163,
218,
193,
219,
175,
175,
137,
169,
169,
151,
150,
138,
147,
104,
128,
128,
126,
144,
140,
161,
147,
153,
167,
155,
181,
179,
184,
166,
183,
185,
179,
210,
129,
139,
151,
194,
191,
220,
200,
220,
187,
199,
222,
264,
219,
210,
221,
202,
192,
240,
203,
243,
180,
192,
208,
209,
314,
279,
252,
258,
223,
229,
241,
259,
277,
306,
340,
307,
271,
269,
272,
305,
338,
326,
273,
325,
320,
332,
385,
499,
345,
387,
417,
397,
452,
512,
502,
499,
474,
479,
481,
627,
614,
677,
663,
634,
536,
584,
833,
854,
824,
862,
1142,
1219,
1833,
1587,
1273,
1327,
1347,
1336,
1309,
1268,
1736,
1628,
1664,
1574,
1718,
1461,
1618,
1926,
1773,
1781,
1830,
1834,
1689,
1678,
1903,
2741,
2622,
2580,
2540,
2213,
2287,
3163,
3193,
3706,
4021,
3512,
3355,
3500,
4467,
3766,
3768,
3784,
3849,
4087,
4838,
5190,
5825,
5213,
5634,
5648,
5452,
6328,
10949,
10899,
14187,
41787,
75251,
38860,
6969,
3055,
1748,
1386,
1399,
1069,
874,
851,
870,
940,
913,
1094,
1191,
499,
496,
513,
522,
457,
385,
399,
302,
317,
362,
339,
352,
373,
336,
250,
251,
361,
296,
273,
296,
288,
210,
251,
259,
231,
231,
284,
213,
201,
226,
242,
187,
232,
227,
246,
212,
316,
358,
245,
188,
212,
265,
252,
201,
222,
166,
155,
161,
142,
155,
192,
189,
179,
171,
134,
164,
139,
181,
185,
172,
182,
177,
160,
141,
181,
167,
185,
171,
167,
150,
154,
189,
168,
212,
175,
189,
266,
217,
217,
280,
226,
146,
143,
136,
141,
164,
155,
136,
133,
123,
143,
166,
169,
132,
112,
123,
121,
128,
98,
136,
153,
128,
143,
208,
415,
117,
141,
154,
130,
150,
217,
152,
150,
188,
154,
154,
142,
158,
196,
155,
177,
222,
184,
141,
177,
165,
187,
168,
183,
147,
151,
160,
135,
171,
125,
305,
246,
229,
180,
178,
169,
168,
191,
166,
185,
139,
132,
136,
171,
204,
166,
175,
180,
195,
188,
141,
172,
168,
176,
192,
188,
163,
141,
159,
203,
193,
176,
177,
142,
154,
180,
136,
197,
185,
177,
154,
166,
196,
174,
179,
204,
199,
153,
162,
194,
159,
187,
188,
181,
165,
188,
175,
251,
221,
164,
162,
168,
140,
177,
170,
154,
224,
135,
134,
174,
141,
157,
138,
170,
149,
113,
112,
166,
160,
159,
133,
124,
147,
194,
157,
136,
133,
158,
172,
172,
134,
161,
208,
165,
158,
161,
149,
172,
211,
228,
203,
198,
173,
158,
173,
196,
150,
167,
190,
212,
224,
172,
170,
197,
230,
239,
213,
196,
191,
232,
291,
271,
189,
261,
262,
204,
240,
249,
276,
264,
280,
212,
265,
326,
274,
279,
330,
293,
295,
257,
302,
368,
402,
358,
469,
356,
340,
452,
451,
505,
500,
554,
405,
441,
592,
718,
679,
615,
670,
765,
999,
1299,
1546,
1187,
888,
1922,
871,
899,
1238,
1283,
1231,
1158,
1228,
1025,
1101,
1510,
1528,
1430,
1480,
1406,
1211,
1427,
1718,
1652,
1398,
1883
] |
[
1924,
1744,
1821,
2353,
2139,
2258,
2531,
2831,
2554,
2819,
3462,
3127,
3050,
3113,
3029,
2864,
3285,
4051,
3625,
4812,
4665,
4140,
4175,
4576,
6086,
6705,
7353,
8549,
11178,
29088,
60563,
37982,
5433,
2211,
1410,
1184,
990,
817,
681,
652,
751,
750,
733,
845,
960,
710,
948,
518,
535,
463,
418,
398,
410,
434,
428,
353,
330,
289,
258,
336,
295,
298,
288,
309,
229,
233,
282,
299,
213,
274,
210,
244,
267,
254,
224,
247,
233,
234,
188,
231,
271,
269,
394,
248,
169,
173,
213,
219,
246,
215,
172,
228,
208,
207,
198,
150
] |
[
"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: 678.10%",
"予測される変化率: [カラム_0] 予測される変化率: -92.20%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.01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: 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: 678.10%",
"Forecasted change rate: [column_0] Forecasted change rate: -92.20%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.01 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 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 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 |
[
1,
0,
2,
0,
1,
1,
0,
1,
0,
1,
0,
2,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
2,
0,
1,
0,
1,
1,
1,
1,
0,
0,
0,
2,
1,
0,
2,
1,
1,
0,
0,
2,
0,
0,
0,
0,
0,
2,
1,
1,
0,
1,
0,
1,
1,
3,
1,
1,
1,
0,
1,
1,
0,
0,
0,
2,
9,
0,
0,
1,
0,
2,
3,
2,
2,
0,
2,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
8,
0,
0,
1,
0,
0,
0,
0,
1,
2,
1,
1,
1,
0,
0,
9,
2,
0,
0,
1,
1,
0,
0,
3,
0,
2,
1,
2,
1,
2,
2,
0,
1,
1,
0,
0,
0,
1,
1,
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
2,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
2,
1,
0,
2,
1,
0,
0,
0,
0,
2,
0,
0,
8,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
3,
2,
2,
0,
1,
1,
0,
1,
0,
2,
0,
9,
1,
0,
2,
0,
1,
1,
0,
0,
0,
1,
4,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
1,
1,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
0,
0,
2,
0,
0,
1,
0,
0,
0,
1,
0,
2,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
1,
0,
0,
1,
1,
1,
2,
0,
0,
0,
1,
0,
2,
0,
1,
5,
9,
3,
4,
4,
0,
1,
1,
0,
0,
0,
2,
0,
0,
0,
0,
3,
1,
2,
0,
1,
1,
0,
1,
0,
2,
0,
1,
0,
4,
0,
1,
1,
3,
0,
5,
0,
1,
1,
3,
1,
2,
0,
0,
1,
0,
0,
0,
0,
1,
2,
0,
0,
0,
1,
0,
0,
1,
0,
4,
0,
3,
2,
2,
2,
0,
0,
0,
1,
1,
2,
0,
1,
3,
1,
2,
1,
2,
0,
0,
0,
0,
0,
0,
3,
0,
3,
0,
2,
0,
1,
1,
0,
0,
1,
3,
0,
1,
1,
0,
0,
3,
1,
2,
1,
5,
0,
0,
1,
0,
0,
1,
2,
1,
0,
3,
0,
3,
3,
2,
0,
0,
3,
0,
0,
1,
2,
0,
0,
0,
0,
1,
0,
2,
1,
2,
5,
1,
0,
0,
4,
0,
3,
1,
1,
1,
1,
4,
0,
1,
0,
1,
1,
0,
3,
0,
1,
0,
3,
2,
1,
3,
0,
0,
1,
0,
0,
4,
3,
0,
8,
0,
0,
1,
0,
4,
1,
1,
0,
0,
0,
1,
4,
1,
3,
4,
2,
0,
0,
3,
1,
0,
0,
2,
0,
1,
6,
2,
1,
0,
1,
1,
0,
2,
1,
0,
1,
0,
1,
1,
4,
1,
1,
1,
0,
0,
2,
2,
0,
0,
2,
1,
0,
0,
2,
1,
0,
1,
0,
0,
0,
3,
3,
0,
1,
1
] |
[
1,
0,
2,
2,
0,
1,
1,
0,
0,
2,
2,
1,
2,
0,
4,
1,
3,
2,
0,
1,
0,
1,
2,
2,
3,
0,
1,
1,
0,
1,
7,
1,
0,
0,
0,
0,
0,
4,
0,
2,
1,
2,
0,
0,
3,
1,
0,
2,
2,
1,
1,
5,
1,
0,
0,
0,
1,
0,
2,
1,
3,
0,
0,
2,
0,
3,
1,
0,
1,
1,
1,
0,
4,
0,
1,
1,
0,
0,
0,
3,
0,
1,
1,
0,
0,
0,
2,
0,
2,
1,
0,
0,
0,
2,
3,
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: 0.00%",
"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1.41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: 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: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.41 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 41",
"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 48 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 does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 48.",
"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 |
[
43,
38,
43,
64,
62,
53,
45,
37,
34,
35,
47,
43,
53,
47,
62,
42,
36,
59,
83,
52,
44,
71,
50,
58,
49,
79,
38,
62,
57,
41,
61,
53,
44,
34,
48,
61,
53,
39,
50,
52,
58,
45,
48,
59,
52,
60,
113,
55,
51,
36,
55,
63,
58,
52,
40,
53,
34,
50,
44,
41,
49,
56,
38,
72,
72,
67,
89,
82,
78,
75,
66,
67,
48,
68,
82,
56,
81,
86,
88,
60,
128,
109,
80,
63,
85,
91,
72,
260,
116,
67,
69,
83,
66,
53,
283,
103,
81,
63,
117,
79,
73,
80,
151,
73,
67,
63,
73,
66,
292,
90,
67,
68,
54,
54,
82,
612,
1164,
175,
85,
81,
63,
843,
170,
111,
94,
81,
90,
54,
49,
80,
83,
70,
51,
100,
87,
58,
59,
93,
65,
68,
67,
77,
91,
73,
57,
70,
88,
82,
94,
63,
83,
88,
70,
54,
81,
76,
69,
81,
66,
56,
86,
48,
74,
31,
66,
75,
66,
56,
73,
41,
44,
58,
56,
57,
59,
37,
53,
70,
62,
63,
41,
69,
53,
53,
67,
85,
68,
47,
76,
60,
56,
71,
79,
78,
73,
77,
65,
91,
66,
96,
72,
61,
66,
81,
75,
74,
80,
66,
60,
72,
99,
63,
61,
165,
98,
67,
67,
71,
81,
56,
89,
59,
43,
65,
64,
74,
50,
67,
72,
76,
39,
74,
80,
164,
91,
116,
163,
96,
100,
94,
83,
100,
87,
76,
82,
120,
96,
171,
116,
107,
79,
63,
83,
68,
61,
77,
97,
70,
89,
118,
81,
74,
66,
54,
66,
95,
76,
64,
85,
77,
102,
84,
92,
103,
87,
75,
81,
75,
72,
84,
64,
84,
73,
82,
67,
73,
84,
74,
69,
74,
54,
65,
58,
88,
69,
70,
69,
75,
70,
61,
72,
75,
68,
66,
72,
92,
82,
67,
52,
61,
67,
55,
93,
84,
83,
86,
64,
68,
86,
78,
87,
64,
60,
61,
62,
64,
74,
56,
68,
73,
49,
48,
50,
75,
58,
54,
64,
43,
65,
48,
78,
42,
69,
65,
76,
50,
54,
75,
51,
54,
54,
59,
64,
178,
78,
55,
59,
32,
52,
37,
36,
58,
53,
89,
63,
55,
54,
56,
67,
50,
57,
52,
40,
41,
35,
46,
54,
35,
38,
50,
54,
56,
80,
51,
50,
48,
45,
60,
60,
58,
60,
43,
49,
52,
71,
48,
60,
53,
56,
60,
79,
63,
85,
73,
75,
71,
87,
69,
59,
96,
67,
96,
77,
55,
64,
66,
61,
67,
44,
81,
72,
52,
52,
57,
69,
42,
47,
61,
42,
63,
65,
107,
60,
67,
78,
68,
64,
70,
101,
186,
87,
89,
68,
101,
74,
84,
110,
54,
73,
54,
60,
79,
84,
60,
56,
59,
79,
60,
61,
80,
63,
58,
62,
83,
78,
69,
87,
86,
70,
84,
77,
71,
60,
74,
70,
68,
59,
48,
46,
61,
90,
73,
39,
58,
52,
49,
79,
80,
58,
88,
85,
51,
73,
70,
73,
73,
67,
70,
52,
67,
79,
86,
72,
86,
75,
92,
65,
93,
106,
79,
75,
79
] |
[
70,
69,
79,
114,
83,
71,
76,
83,
56,
120,
90,
94,
77,
60,
55,
75,
66,
76,
83,
58,
59,
25557,
2174,
630,
322,
190,
151,
120,
127,
117,
113,
110,
68,
101,
94,
80,
89,
93,
100,
81,
100,
128,
91,
71,
101,
108,
83,
83,
75,
75,
81,
98,
94,
89,
89,
89,
74,
72,
93,
96,
72,
61,
85,
64,
82,
89,
94,
82,
71,
89,
80,
76,
84,
95,
150,
76,
91,
86,
88,
106,
80,
87,
74,
67,
82,
72,
74,
126,
71,
75,
94,
110,
62,
77,
125,
71
] |
[
"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: 83.72%",
"予測される変化率: [カラム_0] 予測される変化率: 1.43%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.37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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 83.72%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.43%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.37 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"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 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 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 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 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,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
81,
615,
144,
105,
49,
49,
137,
39,
31,
17,
11,
5,
19,
11,
19,
9,
4,
10,
7,
14,
3,
4,
9,
3,
7,
5,
4,
5,
4,
4,
1,
6,
7,
6,
13,
4,
3,
6,
3,
10,
5,
4,
4,
12,
6,
7,
3,
2,
6,
2,
9,
7,
11,
2,
9,
2,
2,
1,
8,
2,
3,
6,
0,
1,
2,
11,
5,
4,
11,
3,
12,
6,
5,
1,
6,
0,
3,
0,
0,
1,
0,
3,
0,
5,
2,
3,
1,
1,
1,
0,
1,
1,
1,
1,
2,
1,
0,
2,
0,
1,
3,
0,
0,
1,
0,
4,
2,
0,
2,
0,
1,
1,
2,
2,
4,
0,
0,
0,
2,
4,
0,
1,
2,
1,
2,
0,
7,
1,
1,
6,
13,
2,
6,
1,
1,
2,
0,
6,
2,
5,
0,
0,
0,
0,
1,
1,
4,
2,
0,
0,
1,
0,
2,
2,
1,
1,
0,
1,
1,
0,
0,
1,
0,
2,
2,
2,
0,
0,
0,
0,
4,
1,
1,
0,
1,
0,
0,
0,
2,
0,
1,
0,
3,
2,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
1,
1,
1,
0,
2,
1,
73,
0,
0,
1,
3,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
2,
6,
0,
8,
0,
0,
0,
0,
1,
0,
1,
2,
0,
2,
0,
1,
0,
0,
0,
0,
1,
28,
2,
0,
0,
0,
2,
0,
0,
2,
1,
2,
1,
2,
0,
2,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
2,
2,
0,
12,
2,
0,
4,
4,
0,
0,
2,
0,
6,
1,
0,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
3,
0,
0
] |
[
0,
1,
0,
0,
1,
1,
0,
1,
1,
1,
0,
0,
1,
3,
1,
1,
0,
0,
1,
2,
0,
0,
0,
1,
1,
0,
16,
4,
2,
0,
0,
2,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
2,
4,
15,
7,
4,
7,
0,
0,
3,
0,
0,
0,
0,
1,
1,
0,
4,
46,
16,
10,
2,
0,
5,
2,
0,
5,
2,
3,
1,
0,
3,
0,
1,
0,
2,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
2,
1,
0,
0,
0,
1,
2,
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: 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7.41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: 32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: 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 7.41 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 32",
"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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
19,
26,
30,
13,
51,
24,
45,
20,
50,
11,
28,
23,
42,
41,
57,
48,
78,
40,
24,
55,
47,
24,
17,
10,
22,
16,
30,
10,
20,
12,
16,
22,
8,
10,
15,
14,
19,
9,
20,
20,
11,
17,
9,
34,
13,
13,
14,
25,
13,
12,
10,
52,
34,
9,
16,
13,
13,
51,
72,
41,
8,
17,
14,
6,
31,
36,
55,
15,
31,
77,
105,
57,
9,
26,
25,
17,
19,
27,
18,
18,
38,
23,
15,
25,
23,
14,
23,
18,
17,
9,
56,
22,
41,
27,
21,
20,
37,
29,
25,
31,
41,
36,
23,
33,
26,
91,
57,
70,
20,
73,
38,
23,
17,
40,
30,
38,
16,
19,
22,
14,
16,
16,
13,
17,
26,
26,
21,
45,
19,
71,
41,
15,
29,
34,
53,
96,
44,
94,
186,
119,
59,
50,
52,
64,
41,
29,
47,
41,
25,
23,
26,
22,
20,
17,
39,
61,
68,
33,
30,
35,
44,
27,
48,
36,
54,
20,
41,
56,
29,
30,
35,
47,
28,
43,
21,
43,
16,
62,
21,
26,
18,
19,
26,
24,
26,
16,
25,
30,
12,
39,
38,
14,
23,
28,
14,
22,
70,
42,
56,
64,
28,
29,
35,
29,
37,
23,
17,
22,
19,
28,
27,
25,
34,
38,
19,
587,
23,
19,
32,
19,
54,
16,
18,
18,
22,
36,
66,
73,
83,
94,
79,
78,
88,
74,
89,
72,
75,
101,
78,
76,
79,
68,
68,
71,
78,
76,
74,
82,
66,
79,
75,
67,
72,
79,
74,
76,
77,
81,
93,
77,
133,
95,
73,
168,
102,
72,
62,
80,
78,
210,
269,
77,
85,
94,
118,
218,
1500,
1939,
1031,
1045,
1092,
92,
96,
135,
271,
115,
99,
55,
81,
102,
115,
98,
116,
122,
96,
99,
109,
96,
82,
63,
97,
100,
95,
109,
116,
111,
92,
91,
96,
120,
64,
123,
41,
122,
231,
225,
208,
138,
97,
107,
118,
92,
109,
110,
173,
171,
99,
130,
164,
182,
125,
137,
110,
142,
126,
188,
206,
193,
146,
200,
186,
121,
174,
155,
149,
166,
116,
114,
114,
407,
395,
130,
161,
323,
146,
134,
157,
241,
221,
147,
336,
421,
213,
144,
196,
138,
124,
128,
188,
133,
153,
135,
111,
153,
104,
140,
123,
94,
135,
183,
125,
177,
94,
125,
138,
103,
163,
55,
91,
93,
127,
87,
106,
111,
99,
138,
86,
87,
112,
87,
94,
99,
124,
106,
94,
123,
101,
85,
107,
105,
106,
88,
95,
101,
95,
132,
105,
114,
62,
61,
139,
114,
123,
195,
88,
117,
107,
101,
201,
116,
126,
123,
130,
143,
105,
131,
129,
77,
82,
61,
70,
93,
106,
99,
96,
111,
88,
87,
101,
104,
141,
97,
119,
116,
96,
102,
113,
120,
148,
79,
150,
148,
102,
109,
123,
156,
226,
140,
121,
116,
95,
96,
107,
95,
106,
145,
102,
107,
114,
103,
98,
94,
88,
118,
114,
129,
147,
121,
109,
93,
91,
93,
166,
93,
95,
119,
94,
88,
97,
232,
162,
246,
154,
108,
117,
172,
128,
107,
95,
88,
96,
145
] |
[
114,
122,
130,
172,
100,
136,
116,
96,
110,
112,
92,
100,
86,
127,
100,
140,
112,
106,
149,
101,
101,
127,
107,
121,
105,
101,
115,
91,
92,
91,
106,
102,
102,
121,
124,
124,
57,
54,
48,
43,
47,
62,
37,
80,
47,
51,
57,
60,
54,
55,
46,
73,
60,
40,
47,
68,
99,
102,
57,
43,
46,
77,
56,
347,
70,
144,
73,
94,
46,
36,
46,
38,
36,
42,
43,
49,
44,
72,
63,
44,
50,
76,
47,
61,
56,
43,
62,
48,
67,
201,
97,
111,
109,
141,
107,
78
] |
[
"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: 663.16%",
"予測される変化率: [カラム_0] 予測される変化率: -31.58%",
"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: 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: 663.16%",
"Forecasted change rate: [column_0] Forecasted change rate: -31.58%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.41 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 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] 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 92.",
"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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3675,
45836,
32432,
17797,
8791,
3883,
1784,
1076,
1314,
1112,
924,
464,
582,
1276,
684,
358,
234,
223,
175,
159,
129,
129,
111,
102,
81,
82,
67,
58,
80,
75,
71,
62,
46,
66,
56,
43,
64,
83,
99,
66,
55,
47,
49,
72,
48,
62,
41,
42,
39,
29,
32,
28,
37,
49,
50,
77,
44,
28,
33,
27,
25,
38,
40,
41,
35,
30,
27,
24,
31,
22,
25,
26,
30,
29,
36,
21,
37,
18,
30,
30,
31,
29,
31,
38,
37,
17,
21,
30,
47,
20,
18,
30,
23,
29,
52,
45,
43,
36,
27,
27,
29,
37,
38,
24,
22,
22,
27,
26,
26,
27,
22,
27,
29,
35,
33,
34,
50,
36,
21,
16,
24,
13,
22,
18,
14,
22,
26,
14,
11,
14,
14,
23,
15,
20,
18,
16,
28,
26,
34,
28,
20,
19,
30,
44,
41,
40,
27,
21,
17,
10,
25,
38,
21,
17,
17,
18,
19,
24,
22,
23,
21,
12,
28,
25,
22,
16,
15,
15
] |
[
9,
18,
10,
20,
18,
22,
12,
17,
10,
11,
13,
30,
10,
12,
13,
16,
16,
21,
20,
14,
11,
9,
15,
15,
17,
27,
14,
16,
16,
18,
24,
20,
22,
17,
17,
25,
9,
11,
15,
25,
17,
29,
24,
18,
20,
22,
12,
21,
6,
20,
10,
13,
28,
190,
68,
26,
21,
30,
15,
15,
8,
11,
9,
40,
19,
25,
20,
21,
20,
32,
20,
16,
30,
20,
24,
19,
10,
15,
24,
15,
19,
12,
10,
10,
22,
14,
9,
21,
19,
23,
24,
14,
15,
33,
42,
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: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -99.59%",
"予測される変化率: [カラム_0] 予測される変化率: 177.78%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の11.31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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -99.59%",
"Forecasted change rate: [column_0] Forecasted change rate: 177.78%",
"Volatility: [column_0] Volatility: high (standard deviation is 11.31 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 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 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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
11,
13,
0,
0,
0,
0,
0,
2,
0,
2,
1,
1,
4,
2,
1,
0,
1,
1,
0,
2,
1,
3,
0,
20,
7,
1,
2,
1,
1,
0,
1,
3,
1,
1,
0,
1,
0,
1,
3,
0,
4,
1,
1,
2,
7,
2,
1,
2,
1,
2,
1,
1,
0,
1,
3,
9,
0,
1,
0,
1,
1,
3,
0,
3,
1,
2,
0,
1,
3,
1,
8,
0,
1,
0,
0,
2,
1,
1,
0,
1,
0,
0,
2,
3,
3,
0,
2,
0,
0,
3,
0,
1,
0,
0,
2,
0,
3,
0,
6,
1471,
624,
242,
354,
182,
462,
751,
104,
38,
63,
21,
33,
32,
12,
29,
21,
16,
13,
12,
22,
17,
14,
15,
24,
16,
36,
35,
15,
9,
11,
10,
13,
15,
16,
15,
19,
8,
15,
4,
4,
2,
11,
3,
204,
274,
5,
5,
11,
14,
3,
5,
2,
3,
4,
3,
2,
3,
12,
2,
1,
5,
4,
11,
2,
3,
4,
1,
5,
1,
2,
6,
4,
8,
2,
11,
2,
7,
9,
4,
5,
2,
4,
2,
11,
4,
4
] |
[
6,
4,
7,
3,
3,
11,
2,
6,
5,
12,
5,
9,
6,
9,
5,
6,
5,
3,
4,
3,
5,
2,
5,
18,
2,
12,
7,
2,
2,
3,
3,
4,
3,
6,
3,
5,
6,
7,
19,
3,
2,
2,
1,
1,
4,
4,
5,
5,
1,
12,
4,
4,
3,
5,
5,
3,
2,
1,
4,
3,
13,
5,
4,
1,
2,
5,
1,
3,
4,
2,
4,
2,
4,
3,
3,
8,
2,
3,
1,
6,
6,
1,
5,
3,
2,
3,
6,
3,
1,
9,
1,
10,
7,
8,
4,
4
] |
[
"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: -63.64%",
"予測される変化率: [カラム_0] 予測される変化率: -33.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.66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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -63.64%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.66 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"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 74 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 74.",
"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 |
[
200,
158,
266,
433,
498,
270,
153,
162,
163,
175,
371,
476,
196,
185,
140,
156,
739,
665,
1242,
386,
272,
200,
231,
334,
478,
481,
227,
150,
489,
361,
600,
509,
641,
236,
300,
1309,
284,
532,
491,
893,
381,
306,
204,
245,
310,
423,
556,
224,
221,
316,
390,
223,
437,
574,
269,
208,
269,
161,
235,
188,
357,
245,
205,
154,
189,
226,
368,
600,
257,
196,
177,
171,
324,
528,
772,
273,
220,
179,
197,
181,
384,
510,
187,
202,
200,
146,
263,
522,
1246,
622,
282,
176,
172,
178,
343,
465,
216,
178,
168,
204,
199,
486,
1339,
593,
326,
280,
363,
216,
388,
599,
196,
180,
279,
399,
229,
373,
628,
177,
182,
146,
143,
165,
268,
796,
320,
172,
160,
274,
278,
524,
756,
339,
214,
184,
187,
246,
370,
541,
236,
229,
215,
316,
354,
1507,
1030,
420,
243,
228,
269,
150,
398,
658,
272,
208,
253,
223,
163,
294,
523,
213,
165,
151,
161,
163,
392,
551,
261,
260,
159,
356,
284,
678,
606,
233,
205,
203,
210,
175,
508,
501,
223,
207,
173,
147,
136,
191,
569,
226,
213,
206,
196,
149,
370,
455,
211,
181,
245,
144,
194,
436,
711,
182,
191,
150,
172,
172,
388,
614,
241,
192,
251,
167,
201,
395,
846,
269,
239,
181,
166,
183,
887,
2720,
832,
757,
438,
348,
361,
820,
1409,
305,
241,
211,
223,
315,
7893,
4215,
2323,
2785,
4542,
940,
2868,
2222,
1421,
583,
446,
326,
702,
307,
390,
766,
448,
317,
284,
200,
288,
525,
664,
293,
259,
186,
212,
227,
463,
598,
191,
196,
152,
170,
149,
695,
534,
216,
272,
289,
371,
183,
411,
483,
327,
229,
232,
284,
162,
248,
385,
239,
221,
205,
168,
156,
325,
774,
246,
221,
169,
166,
177,
373,
563,
239,
227,
135,
158,
151,
905,
583,
380,
332,
303,
201,
212,
600,
720,
300,
212,
154,
189,
145,
411,
694,
262,
186,
169,
194,
163,
239,
445,
176,
275,
167,
180,
183,
358,
500,
246,
191,
157,
142,
155,
396,
477,
193,
205,
162,
137,
152,
393,
499,
166,
176,
142,
153,
139,
307,
447,
176,
152,
168,
198,
163,
323,
401,
205,
214,
149,
128,
164,
772,
959,
255,
262,
256,
197,
167,
388,
646,
278,
213,
185,
174,
190,
362,
534,
199,
126,
177,
179,
179,
355,
484,
207,
207,
197,
172,
153,
319,
519,
213,
218,
201,
725,
358,
302,
345,
193,
156,
165,
120,
119,
278,
480,
182,
221,
219,
161,
140,
161,
147,
193,
161,
178,
148,
137,
405,
370,
213,
189,
175,
141,
151,
834,
1304,
311,
195,
176,
172,
140,
539,
514,
291,
216,
151,
175,
132,
418,
582,
188,
156,
261,
166,
178,
318,
510,
183,
158,
164,
140,
140,
348,
423,
193,
138,
174,
147,
118,
433,
520,
172,
141,
106,
123,
135,
396,
743,
387,
614,
1352,
439,
406,
524,
635,
306,
187,
152,
142,
125,
419,
619,
274,
227,
410,
239,
169,
769,
540,
202,
236,
170,
244,
265,
565,
573,
357,
376,
277,
354,
251,
539,
675,
288,
514,
370
] |
[
378,
244,
704,
662,
330,
322,
271,
278,
222,
427,
711,
256,
258,
223,
359,
220,
884,
467,
276,
273,
211,
154,
180,
431,
368,
181,
412,
325,
291,
494,
683,
846,
420,
271,
221,
193,
153,
160,
146,
233,
150,
515,
283,
287,
812,
733,
420,
404,
299,
266,
213,
485,
565,
306,
333,
898,
306,
225,
370,
581,
248,
253,
234,
148,
135,
710,
941,
276,
209,
193,
154,
183,
442,
770,
317,
2406,
606,
368,
259,
654,
478,
199,
286,
200,
168,
176,
616,
612,
275,
293,
142,
164,
130,
580,
614,
210
] |
[
"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: 85.00%",
"予測される変化率: [カラム_0] 予測される変化率: -44.44%",
"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: 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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 85.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -44.44%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.29 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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] 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 88.",
"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 |
[
1136,
1039,
1012,
1066,
982,
1019,
991,
932,
935,
1093,
950,
917,
874,
878,
912,
902,
918,
906,
1062,
970,
991,
1099,
999,
781,
803,
837,
815,
737,
746,
762,
630,
609,
651,
779,
928,
842,
790,
788,
803,
833,
716,
699,
739,
724,
715,
743,
765,
738,
720,
637,
560,
749,
761,
871,
889,
773,
772,
705,
778,
722,
787,
713,
624,
677,
757,
699,
867,
839,
766,
673,
675,
660,
612,
738,
761,
616,
627,
629,
655,
667,
805,
809,
675,
651,
597,
652,
611,
692,
723,
848,
862,
617,
638,
611,
834,
880,
630,
631,
556,
600,
645,
679,
1024,
661,
547,
590,
510,
637,
728,
929,
733,
644,
647,
617,
679,
869,
1483,
876,
782,
790,
725,
668,
815,
1290,
778,
830,
701,
713,
700,
827,
1257,
885,
780,
713,
737,
759,
770,
837,
808,
1017,
992,
952,
921,
1112,
1151,
838,
975,
1088,
935,
938,
977,
1308,
1094,
1116,
1200,
1068,
997,
1085,
1272,
966,
1063,
1246,
1261,
1146,
1083,
1464,
1112,
1078,
1102,
1403,
1259,
1137,
1339,
1634,
1860,
1691,
2047,
1678,
2012,
1922,
1698,
1860,
1718,
1400,
1861,
1575,
1674,
1569,
1770,
2132,
1953,
1559,
1339,
1484,
1782,
1904,
1756,
1808,
1521,
1136,
1314,
1663,
2103,
2150,
2787,
1951,
1436,
1119,
2234,
2277,
2089,
2395,
1867,
1396,
1115,
1312,
1375,
1236,
1367,
1109,
798,
1613,
1279,
1446,
1421,
1376,
1384,
1192,
1041,
1136,
1193,
1090,
900,
945,
929,
852,
804,
777,
720,
743,
852,
950,
873,
908,
648,
736,
764,
715,
976,
1139,
881,
861,
889,
930,
1014,
1097,
1074,
1009,
917,
941,
931,
995,
1002,
1032,
893,
950,
872,
1004,
1036,
1052,
1043,
978,
873,
940,
784,
913,
1027,
1052,
1146,
1065,
905,
895,
952,
1112,
1187,
934,
967,
983,
1060,
1097,
1092,
1344,
1109,
953,
987,
958,
1014,
1033,
1047,
961,
885,
764,
846,
825,
868,
880,
788,
804,
885,
764,
682,
738,
800,
742,
748,
737,
657,
722,
843,
944,
926,
808,
722,
731,
694,
1002,
1040,
832,
818,
747,
694,
688,
764,
812,
717,
682,
657,
763,
666,
772,
732,
735,
795,
711,
706,
905,
868,
928,
757,
760,
785,
775,
759,
885,
914,
887,
841,
780,
719,
772,
865,
989,
764,
795,
755,
785,
774,
897,
1008,
968,
929,
858,
984,
1174,
1090,
1161,
1938,
2020,
1867,
1688,
1922,
1173,
1247,
1581,
1800,
2101,
1829,
2087,
1396,
1268,
1458,
1643,
1705,
1835,
2187,
1261,
1080,
1420,
1607,
1254,
1131,
921,
866,
963,
905,
853,
890,
928,
966,
1056,
1163,
1470,
1564,
1457,
1411,
1373,
1244,
1288,
2715,
5280,
6811,
6811,
5697,
2682,
2329,
3779,
4559,
5005,
5032,
5295,
2297,
2255,
4550,
5491,
4337,
2349,
1476,
1450,
1194,
976,
955,
952,
1055,
1206,
1293,
1218,
1817,
1988,
2140,
2162,
1735,
1185,
1401,
2052,
4143,
4525,
2517,
2252,
1615,
1717,
2000,
2095,
1849,
1607,
1519,
1039,
1340,
1661,
797,
758,
828,
735,
905,
973,
781,
730,
642,
697,
799,
783,
876,
775,
675,
647,
659,
701,
682,
791,
790,
661,
644,
600,
707,
745,
762,
604,
591,
3132,
1326,
926,
710,
791,
762,
727,
732,
830,
841,
827,
905,
797,
936,
961
] |
[
940,
905,
855,
890,
793,
846,
771,
804,
757,
870,
1089,
920,
978,
2117,
2827,
2786,
1492,
1732,
2606,
2429,
2577,
2562,
2483,
1303,
1471,
2877,
2946,
3841,
3194,
2473,
1188,
1283,
1527,
1303,
1332,
1151,
1243,
910,
1054,
1263,
1157,
1047,
1154,
1205,
962,
1044,
924,
1030,
1080,
1064,
1106,
862,
909,
844,
908,
1021,
865,
831,
756,
839,
743,
842,
747,
773,
591,
766,
721,
884,
1112,
1013,
977,
1076,
1036,
992,
985,
1013,
836,
1036,
830,
821,
845,
740,
648,
717,
779,
682,
739,
776,
702,
585,
698,
609,
688,
732,
742,
716
] |
[
"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: -15.40%",
"予測される変化率: [カラム_0] 予測される変化率: -23.83%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.66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: -15.40%",
"Forecasted change rate: [column_0] Forecasted change rate: -23.83%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.66 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 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 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 shows a clear upward 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 |
[
95,
69,
56,
81,
96,
49,
75,
82,
65,
96,
75,
93,
73,
77,
102,
90,
49,
64,
87,
113,
116,
141,
121,
61,
57,
37,
138,
227,
199,
254,
262,
276,
206,
246,
275,
247,
109,
43,
75,
51,
132,
122,
74,
113,
76,
85,
120,
50,
92,
88,
102,
105,
57,
103,
97,
137,
52,
70,
100,
122,
106,
137,
115,
72,
76,
107,
88,
82,
30,
86,
41,
76,
89,
68,
44,
101,
70,
99,
26,
50,
71,
32,
103,
140,
101,
98,
117,
60,
82,
59,
91,
58,
105,
106,
84,
69,
91,
100,
53,
99,
85,
55,
40,
32,
32,
59,
29,
76,
92,
82,
150,
146,
104,
64,
96,
79,
56,
36,
65,
46,
86,
76,
47,
69,
48,
44,
112,
55,
26,
42,
42,
49,
40,
40,
72,
78,
68,
54,
53,
49,
40,
23,
45,
33,
49,
44,
71,
43,
20,
51,
35,
37,
29,
48,
56,
24,
17,
36,
38,
40,
51,
29,
0,
0,
20,
53,
46,
6,
6,
5,
10,
8,
6,
44,
26,
65,
17,
34,
33,
35,
57,
31,
18,
29,
23,
41,
35,
76,
65,
59,
63,
73,
41,
40,
88,
2,
0,
0,
0,
0,
0,
14,
19,
42,
57,
0,
0,
6,
22,
48,
75,
56,
85,
101,
101,
51,
78,
96,
131,
56,
69,
39,
52,
62,
43,
71,
55,
46,
27,
28,
42,
26,
17,
5,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
18,
0,
0,
0,
0,
0,
0,
0,
20,
15,
23,
35,
8,
30,
35,
26,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
29,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
63,
6,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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: 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: -100.00%",
"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1.66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] 予測期間中の新たなターニングポイントはなし",
"最初のターニングポイント:",
"ターニングポイントの方向:"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"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: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.66 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"Turning points: [column_0] No new turning points in the forecast period",
"First turning point:",
"Turning point direction:"
]
}
|
{
"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 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 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 |
[
41,
48,
30,
21,
28,
38,
29,
19,
24,
24,
22,
31,
27,
31,
27,
23,
28,
16,
34,
32,
31,
26,
22,
25,
16,
22,
48,
34,
40,
31,
30,
20,
25,
22,
26,
25,
56,
47,
31,
26,
37,
43,
42,
36,
32,
21,
39,
26,
40,
39,
29,
41,
24,
30,
38,
36,
39,
40,
26,
22,
23,
131,
45,
36,
107,
20,
22,
27,
68,
30,
25,
36,
31,
28,
25,
14,
44,
29,
21,
24,
26,
27,
26,
38,
26,
34,
28,
31,
39,
30,
60,
57,
30,
35,
37,
56,
40,
40,
25,
57,
50,
34,
34,
38,
24,
30,
40,
40,
26,
30,
34,
64,
46,
35,
36,
42,
36,
33,
48,
38,
33,
34,
90,
86,
94,
68,
75,
60,
43,
45,
44,
39,
52,
34,
29,
36,
26,
36,
31,
53,
45,
67,
63,
41,
37,
42,
37,
42,
39,
37,
39,
29,
47,
41,
43,
40,
49,
35,
32,
45,
24,
36,
24,
24,
51,
28,
31,
41,
27,
30,
47,
26,
30,
19,
34,
28,
28,
24,
29,
27,
24,
32,
29,
19,
19,
25,
23,
40,
31,
39,
34,
31,
26,
36,
29,
38,
31,
31,
31,
22,
30,
24,
42,
48,
26,
34,
35,
44,
42,
36,
49,
34,
33,
29,
36,
43,
39,
39,
45,
39,
31,
40,
42,
27,
24,
42,
34,
17,
29,
30,
39,
28,
36,
38,
42,
25,
35,
39,
34,
27,
31,
33,
46,
38,
28,
30,
43,
40,
40,
33,
39,
69,
88,
48,
51,
81,
47,
34,
194,
100,
53,
38,
28,
41,
40,
25,
36,
45,
31,
37,
26,
34,
46,
36,
35,
21,
25,
29,
35,
25,
30,
27,
33,
20,
51,
42,
36,
28,
38,
29,
22,
17,
35,
33,
27,
31,
33,
26,
43,
39,
45,
56,
38,
37,
28,
30,
34,
11,
18,
24,
13,
17,
32,
30,
32,
41,
25,
32,
22,
32,
30,
22,
34,
40,
41,
31,
25,
21,
43,
31,
25,
34,
42,
26,
37,
33,
28,
37,
33,
23,
32,
21,
39,
81,
71,
28,
37,
36,
35,
20,
30,
37,
33,
30,
21,
34,
33,
35,
23,
31,
16,
21,
19,
31,
22,
31,
56,
21,
15,
29,
32,
35,
27,
32,
27,
16,
25,
44,
48,
33,
31,
17,
33,
50,
27,
32,
27,
33,
26,
22,
36,
18,
44,
21,
31,
18,
29,
24,
33,
31,
32,
20,
19,
28,
27,
20,
34,
20,
20,
24,
17,
17,
42,
30,
32,
27,
20,
17,
29,
25,
66,
16,
19,
21,
38,
37,
31,
31,
18,
28,
40,
22,
12,
24,
29,
24,
29,
27,
21,
22,
43,
35,
34,
33,
32,
18,
19,
22,
18,
29,
33,
27,
23,
29,
24,
25,
30,
25,
31,
15,
62,
76,
54,
38,
21,
20,
33,
30,
17,
59,
157,
39,
44,
29,
22,
37,
21,
41,
23,
17,
21,
33,
27,
31,
30,
23,
30,
26,
35,
24,
54,
63,
46,
46,
12,
32,
38,
18,
36,
26,
28,
34,
31,
32,
53,
50,
29,
43,
21,
36,
37,
22
] |
[
24,
31,
37,
25,
45,
40,
37,
23,
22,
35,
23,
39,
44,
25,
28,
42,
28,
25,
43,
45,
35,
31,
31,
33,
20,
25,
47,
57,
49,
34,
28,
8152,
4360,
3037,
1740,
1276,
582,
272,
218,
331,
340,
138,
126,
93,
78,
90,
104,
78,
64,
37,
44,
69,
37,
50,
69,
32,
47,
34,
29,
41,
37,
59,
34,
38,
33,
34,
38,
46,
31,
37,
43,
35,
41,
32,
36,
49,
36,
55,
53,
54,
57,
36,
32,
32,
29,
48,
35,
29,
48,
33,
34,
24,
29,
17,
31,
30
] |
[
"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: -46.34%",
"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5.87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: downward",
"Historical change rate: [column_0] Historical change rate: -46.34%",
"Forecasted change rate: [column_0] Forecasted change rate: 25.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.87 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 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 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
287,
187,
183,
253,
223,
209,
213,
211,
276,
264,
320,
375,
342,
283,
290,
322,
420,
325,
352,
335,
503,
403,
293,
314,
490,
321,
247,
241,
277,
526,
511,
234,
677,
878,
417,
386,
374,
313,
636,
361,
320,
346,
301,
327,
457,
335,
303,
308,
659,
398,
374,
300,
439,
365,
281,
302,
840,
827,
418,
322,
497,
387,
379,
344,
359,
374,
924,
786,
427,
771,
1762,
779,
578,
688,
453,
331,
455,
337,
463,
385,
329,
453,
256,
261,
299,
527,
525,
573,
490,
336,
423,
514,
313,
301,
353,
705,
337,
283,
256,
254,
383,
386,
357,
383,
319,
251,
277,
323,
1099,
755,
703,
694,
3291,
797,
537,
1062,
1054,
357,
642,
652,
295,
293,
344,
229,
324,
3313,
1427,
455,
338,
419,
335,
249,
452,
322,
273,
330,
349,
328,
264,
326,
340,
316,
217,
441,
346,
265,
444,
401,
262,
231,
913,
422,
263,
244,
186,
511,
385,
368,
368,
305,
394,
294,
237,
359,
418,
353,
263,
237,
250,
209,
229,
519,
342,
277,
254,
244,
269,
250,
454,
332,
573,
360,
293,
197,
239,
660,
621,
361,
369,
308,
362,
291,
453,
364,
327,
1017,
1063,
618,
311,
403,
2539,
931,
543,
376,
333,
319,
419,
449,
398,
327,
259,
340,
457,
455,
557,
423,
439,
512,
345,
411,
485,
3988,
1077,
446,
357,
247,
320,
510,
391,
319,
355,
375,
667,
574,
362,
379,
349,
377,
353,
418,
305,
297,
1009,
423,
362,
321,
299,
248,
273,
365,
324,
346,
394,
1108,
376,
308,
319,
304,
311,
328,
1303,
443,
294,
510,
392,
296,
243,
317,
302,
349,
432,
376,
488,
395,
295,
284,
378,
492,
366,
288,
286,
249,
248,
306,
419,
323,
450,
486,
281,
277,
391,
338,
278,
276,
337,
287,
278,
474,
637,
466,
389,
340,
221,
226,
272,
952,
490,
393,
389,
296,
236,
317,
306,
222,
401,
322,
248,
224,
207,
277,
231,
397,
552,
259,
257,
811,
812,
391,
327,
349,
337,
820,
800,
429,
353,
332,
390,
1130,
547,
457,
511,
516,
411,
534,
716,
1570,
34016,
7697,
2314,
1375,
1081,
5165,
1391,
813,
695,
5567,
1932,
911,
596,
480,
706,
680,
8411,
2291,
955,
1054,
816,
932,
706,
490,
440,
743,
752,
465,
375,
992,
635,
460,
456,
318,
320,
417,
426,
365,
331,
260,
302,
414,
375,
351,
298,
265,
223,
270,
199,
335,
330,
336,
295,
656,
784,
376,
239,
880,
295,
400,
251,
449,
261,
231,
418,
312,
247,
261,
220,
394,
378,
227,
233,
245,
219,
231,
267,
403,
286,
278,
464,
435,
250,
368,
310,
785,
325,
271,
235,
268,
221,
1121,
454,
292,
254,
247,
254,
242,
258,
474,
283,
314,
267,
198,
294,
895,
419,
271,
318,
295,
543,
369,
288,
392,
253,
246,
272,
275,
254,
725,
392,
339,
829,
383,
524,
332,
300,
487,
1516,
527,
414,
405,
442,
361,
619,
1727,
1283,
770,
371,
368,
480,
326,
330,
274,
224,
456,
642,
340,
384,
351,
261,
244,
206,
473,
303,
240,
324,
478,
308,
329,
348,
954,
376,
256,
264,
236
] |
[
882,
665,
373,
482,
366,
317,
360,
283,
254,
332,
582,
250,
275,
277,
562,
331,
345,
428,
338,
253,
305,
356,
239,
683,
448,
304,
266,
269,
264,
217,
296,
260,
296,
341,
226,
393,
298,
389,
350,
515,
345,
335,
313,
220,
1465,
921,
564,
590,
404,
309,
407,
398,
2798,
563,
332,
372,
351,
325,
2147,
2398,
1414,
1064,
607,
599,
597,
536,
1148,
639,
487,
728,
489,
449,
547,
771,
449,
308,
338,
368,
333,
526,
430,
352,
354,
614,
563,
465,
407,
531,
325,
359,
678,
549,
478,
486,
746,
400
] |
[
"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: -17.77%",
"予測される変化率: [カラム_0] 予測される変化率: -54.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.64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: -17.77%",
"Forecasted change rate: [column_0] Forecasted change rate: -54.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.64 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 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] 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 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 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 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
342,
208,
173,
151,
661,
441,
272,
267,
1638,
1635,
253,
196,
211,
214,
264,
354,
332,
248,
234,
369,
394,
460,
757,
429,
280,
388,
466,
424,
369,
475,
450,
188,
233,
276,
311,
254,
356,
258,
188,
204,
310,
344,
334,
339,
306,
200,
2882,
1473,
604,
388,
499,
412,
210,
201,
332,
377,
544,
404,
277,
196,
199,
254,
258,
206,
216,
164,
111,
121,
195,
235,
412,
193,
155,
134,
263,
295,
246,
219,
217,
225,
150,
171,
224,
230,
286,
208,
200,
150,
154,
181,
236,
232,
272,
186,
200,
168,
237,
210,
216,
254,
217,
117,
259,
209,
182,
220,
197,
223,
127,
144,
279,
235,
185,
161,
145,
103,
147,
220,
206,
180,
230,
187,
107,
117,
196,
229,
180,
170,
178,
119,
144,
172,
170,
139,
176,
143,
112,
107,
209,
177,
156,
172,
621,
189,
144,
160,
210,
210,
267,
203,
143,
145,
166,
187,
151,
968,
496,
159,
161,
239,
252,
225,
170,
222,
97,
127,
163,
156,
163,
142,
119,
80,
152,
141,
127,
105,
54,
81,
84,
79,
103,
108,
84,
63,
69,
107,
98,
136,
481,
250,
184,
155,
129,
148,
162,
1097,
451,
238,
187,
114,
113,
199,
200,
180,
153,
202,
137,
115,
172,
216,
155,
156,
140,
84,
153,
160,
161,
156,
176,
202,
104,
109,
145,
164,
144,
160,
206,
125,
104,
152,
166,
162,
201,
164,
100,
150,
186,
163,
167,
179,
137,
83,
118,
138,
157,
152,
156,
143,
91,
82,
154,
154,
240,
268,
142,
98,
127,
165,
162,
114,
132,
136,
127,
253,
1535,
477,
157,
173,
131,
105,
103,
142,
160,
181,
178,
162,
107,
140,
486,
312,
198,
283,
181,
138,
110,
190,
300,
170,
171,
389,
171,
134,
321,
299,
210,
356,
263,
131,
310,
293,
315,
193,
153,
176,
266,
4496,
1509,
815,
825,
274,
301,
290,
171,
256,
263,
239,
241,
249,
134,
134,
166,
168,
193,
182,
197,
12276,
3486,
2145,
2857,
2793,
774,
483,
280,
271,
345,
390,
295,
269,
253,
203,
298,
253,
243,
327,
210,
160,
129,
130,
182,
223,
227,
176,
252,
139,
144,
186,
196,
186,
204,
146,
98,
149,
219,
175,
205,
169,
159,
91,
98,
182,
211,
165,
159,
124,
132,
96,
143,
149,
469,
223,
213,
107,
134,
148,
137,
134,
138,
133,
184,
82,
159,
208,
1265,
473,
221,
206,
172,
221,
273,
356,
233,
180,
101,
123,
227,
445,
326,
172,
205,
140,
105,
192,
146,
157,
167,
134,
89,
92,
143,
177,
174,
167,
179,
133,
176,
287,
217,
166,
131,
168,
109,
110,
181,
356,
269,
200,
170,
133,
132,
166,
234,
163,
153,
192,
121,
124,
200,
163,
231,
224,
174,
197,
132,
193,
189,
197,
380,
198,
81,
128,
190,
149,
141,
152,
131,
84,
100,
138,
182,
220,
184,
181,
128,
84,
197,
180,
140,
169,
272,
112,
132,
223,
256,
137,
172,
127,
99,
103,
117,
125,
180,
179,
256,
127,
145,
210,
136,
105,
165,
95,
90,
77,
111,
128,
111,
135,
139,
87,
84,
113,
175,
125
] |
[
177,
175,
129,
1502,
2404,
824,
330,
190,
165,
111,
133,
188,
179,
111,
138,
113,
109,
125,
469,
1870,
312,
227,
236,
157,
154,
247,
187,
128,
149,
102,
71,
82,
82,
126,
110,
101,
82,
65,
56,
157,
146,
85,
128,
109,
98,
112,
118,
157,
225,
178,
153,
98,
93,
168,
154,
153,
140,
140,
111,
191,
158,
180,
157,
171,
128,
102,
104,
139,
133,
142,
121,
87,
83,
87,
130,
119,
128,
261,
257,
367,
826,
538,
210,
167,
220,
131,
114,
73,
148,
144,
154,
136,
1613,
322,
216,
209
] |
[
"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: -63.45%",
"予測される変化率: [カラム_0] 予測される変化率: 18.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.23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: 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: -63.45%",
"Forecasted change rate: [column_0] Forecasted change rate: 18.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.23 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 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
13,
7,
18,
5,
7,
7,
18,
15,
7,
9,
11,
7,
11,
16,
8,
18,
10,
4,
5,
12,
11,
12,
9,
5,
12,
11,
12,
14,
11,
23,
11,
9,
10,
7,
14,
19,
17,
15,
18,
5,
10,
22,
11,
25,
18,
12,
4,
19,
23,
16,
17,
13,
8,
13,
15,
11,
14,
10,
23,
14,
9,
16,
14,
4,
15,
19,
6,
10,
10,
18,
9,
12,
14,
5,
9,
12,
13,
16,
13,
7,
16,
16,
15,
7,
12,
12,
22,
8,
11,
12,
13,
6,
55,
162,
59,
32,
42,
41,
7,
546,
2151,
647,
548,
1490,
655,
1219,
876,
529,
554,
282,
516,
465,
393,
325,
261,
137,
140,
256,
187,
150,
194,
273,
258,
185,
419,
611,
396,
362,
220,
123,
129,
290,
239,
126,
86,
92,
85,
60,
53,
64,
74,
62,
43,
29,
45,
51,
42,
45,
51,
56,
34,
30,
48,
34,
45,
44,
35,
48,
28,
32,
38,
32,
39,
61,
40,
27,
31,
44,
45,
40,
39,
33,
28,
29,
27,
36,
44,
27,
33,
23,
42,
58,
57,
54,
30,
49,
34,
53,
58,
75,
90,
38,
59,
46,
47,
58,
47,
52,
48,
38,
53,
48,
58,
61,
50,
66,
46,
44,
58,
77,
66,
47,
64,
59,
45,
50,
56,
86,
61,
50,
66,
45,
40,
40,
71,
57,
48,
38,
49,
37,
47,
43,
33,
34,
40,
47,
33,
35,
36,
46,
54,
17,
35,
30,
45,
38,
51,
28,
30,
32,
33,
55,
34,
304,
392,
169,
205,
195,
132,
101,
96,
118,
73,
83,
132,
140,
82,
139,
156,
82,
77,
82,
69,
164,
175,
189,
108,
101,
96,
125,
146,
97,
102,
115,
86,
128,
163,
394,
325,
277,
294,
200,
506,
714,
322,
6527,
1138,
1361,
659,
1463,
4853,
4288,
5580,
1442,
800,
700,
665,
2451,
3199,
2874,
728,
476,
416,
495,
2594,
3543,
2748,
808,
561,
468,
513,
1477,
2067,
2043,
799,
540,
508,
335,
1756,
2118,
2792,
717,
473,
421,
444,
1746,
2198,
763,
514,
366,
346,
306,
1282,
1492,
1745,
486,
389,
435,
391,
1121,
1554,
1594,
517,
346,
306,
337,
1499,
1488,
879,
431,
375,
280,
250,
261,
771,
2097,
2950,
778,
537,
2082,
3553,
3634,
3352,
1236,
914,
745,
2584,
3120,
4449,
5015,
1759,
1265,
874,
3042,
4651,
6524,
5301,
2142,
1294,
1084,
3379,
3697,
3046,
3398,
1036,
704,
716,
1960,
1547,
1831,
1673,
629,
438,
490,
2149,
1485,
1637,
1373,
583,
495,
440,
1425,
1846,
1732,
2035,
607,
434,
474,
1597,
729,
1768,
1973,
691,
405,
445,
1704,
2092,
2415,
2054,
619,
492,
496,
1622,
1406,
716,
2270,
869,
494,
462,
1886,
1900,
2421,
3056,
1318,
520,
464,
559,
6745,
5450,
4309,
1741,
895,
653,
2930,
2375,
2225,
2969,
1523,
903,
839,
2045,
2053,
1665,
752,
673,
508,
423,
1634,
2070,
1638,
2102,
2749,
1162,
1033,
3308,
2324,
2457,
2563,
3406,
1174,
824,
944,
1625,
1721,
2058,
2191,
898,
808,
2350,
3055,
2687,
2789,
3081,
984,
871,
1818,
2607,
1204,
1388,
1795,
911,
870,
2149,
2154,
733,
2262,
1877,
684,
696,
1557,
1572,
680
] |
[
675,
1367,
471,
409,
1130,
1675,
1638,
1811,
2374,
505,
467,
1450,
1131,
1162,
1501,
2997,
671,
558,
1595,
2248,
1986,
1474,
1805,
695,
580,
1524,
1414,
1590,
1732,
2246,
667,
470,
860,
1805,
1964,
2425,
2629,
937,
605,
3347,
3726,
3175,
3437,
3605,
1469,
1249,
2923,
2724,
3009,
2666,
3629,
1015,
945,
1930,
1274,
1819,
1893,
1575,
796,
638,
1180,
1542,
1565,
923,
1148,
943,
634,
1239,
1769,
2331,
2060,
1790,
1042,
1320,
1723,
2448,
6518,
9587,
9557,
7436,
2789,
6341,
6253,
5881,
6163,
5664,
5829,
2124,
2102,
3950,
3424,
3406,
4038,
3744,
1744,
1888
] |
[
"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: 5130.77%",
"予測される変化率: [カラム_0] 予測される変化率: 179.70%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39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: 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: 5130.77%",
"Forecasted change rate: [column_0] Forecasted change rate: 179.70%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.39 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 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] 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 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 80.",
"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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
2,
0,
2,
2,
1,
2,
3,
0,
3,
2,
2,
2,
1,
1,
2,
0,
3,
0,
3,
3,
2,
1,
1,
1,
4,
0,
1,
0,
0,
2,
0,
1,
2,
2,
2,
0,
1,
0,
0,
1,
2,
4,
0,
0,
1,
1,
1,
1,
2,
6,
0,
2,
1,
3,
0,
2,
0,
1,
0,
0,
0,
1,
2,
2,
2,
10,
7,
2,
1,
2,
2,
1,
2,
0,
3,
0,
2,
0,
2,
2,
1,
1,
1,
2,
0,
1,
2,
0,
0,
2,
4,
1,
0,
2,
11,
1,
2,
1,
3,
2,
2,
2,
1,
1,
3,
1,
0,
1,
1,
0,
9,
3,
1,
0,
1,
0,
1,
4,
1,
0,
0,
0,
2,
3,
1,
1,
2,
2,
2,
2,
0,
1,
1,
0,
3,
0,
0,
1,
1,
0,
2,
1,
2,
1,
0,
0,
1,
2,
1,
2,
0,
1,
1,
5,
4,
0,
1,
0,
1,
2,
4,
4,
1,
1,
2,
1,
0,
1,
1,
1,
2,
1,
1,
0,
8,
0,
1,
2,
4,
2,
0,
0,
1,
3,
0,
0,
0,
0,
2,
1,
2,
0,
7,
1,
0,
0,
3,
1,
1,
2,
4,
1,
1,
2,
2,
1,
0,
1,
2,
1,
0,
1,
2,
2,
1,
1,
0,
0,
1,
3,
0,
0,
2,
1,
1,
0,
0,
2,
0,
1,
2,
2,
1,
1,
1,
0,
3,
0,
2,
1,
0,
3,
1,
0,
2,
2,
1,
1,
0,
1,
0,
2,
1,
1,
2,
2,
3,
1,
3,
1,
3,
2,
1,
1,
1,
2,
0,
1,
2,
5,
0,
2,
1,
10,
1,
3,
4,
0,
1,
1,
3,
1,
1,
4,
1,
3,
1,
1,
1,
1,
4,
0,
3,
3,
0,
2,
1,
3,
1,
0,
3,
1,
2,
0,
1,
2,
1,
2,
1,
1,
1,
1,
2,
1,
1,
0,
0,
1,
0,
1,
3,
2,
1,
0,
1,
2,
1,
1,
1,
1,
0,
1,
3,
2,
3,
3,
2,
0,
1,
0,
2,
0,
0,
3,
1,
1,
4,
0,
2,
2,
2,
1,
1,
2,
0,
1,
3,
1,
3,
2,
1,
1,
5,
2,
2,
1,
3,
2,
1,
1,
0,
4,
1,
0,
2,
0,
2,
2,
2,
3,
0,
2,
1,
4,
0,
2,
0,
0,
2,
1,
2,
2,
3,
0,
1,
0,
1,
2,
1,
3,
1,
2,
0,
1,
1,
0,
4,
2,
0,
2,
0,
0,
3,
2,
3,
1,
3,
0,
1,
1,
3,
2,
3,
0,
1,
1,
1,
4,
1,
1,
1,
5,
0,
1,
3,
1,
3,
5,
0,
1,
3,
5,
9,
0,
2,
11,
0,
3,
5,
1,
2,
1,
0,
0,
0,
3,
3,
0,
1,
1,
0,
0,
3,
2,
0,
1,
0,
5,
1,
3,
1,
2,
1,
1,
3,
0,
2,
3,
2,
1,
1,
1,
3,
1,
2,
0,
2,
0,
0,
0,
3,
1,
0,
1,
1,
2,
2,
2,
1,
3,
0,
1,
5,
1,
3,
0,
1,
1,
1
] |
[
1,
0,
2,
0,
1,
0,
1,
1,
2,
7,
2,
3,
2,
1,
2,
1,
2,
1,
2,
2,
1,
2,
0,
3,
0,
3,
1,
2,
0,
1,
2,
1,
0,
0,
1,
2,
1,
3,
3,
0,
2,
1,
2,
1,
2,
3,
1,
1,
1,
1,
3,
11,
1,
1,
1,
1,
2,
2,
7,
2,
0,
3,
0,
3,
3,
2,
0,
4,
0,
1,
0,
1,
4,
0,
1,
0,
3,
1,
0,
4,
1,
1,
0,
1,
2,
2,
2,
2,
0,
0,
1,
0,
1,
3,
2,
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: -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1.03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: 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: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.03 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 52",
"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 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 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 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 80."
]
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.