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 |
[
918,
915,
680,
447,
562,
751,
818,
849,
742,
632,
493,
596,
793,
817,
787,
861,
707,
463,
635,
745,
859,
885,
754,
497,
419,
547,
641,
781,
805,
694,
581,
338,
470,
584,
976,
943,
833,
659,
545,
583,
888,
1026,
1100,
1126,
803,
514,
591,
935,
1045,
1166,
1043,
922,
671,
889,
1217,
1477,
1699,
1720,
1179,
736,
1041,
1404,
1588,
1569,
1645,
1377,
793,
1030,
1425,
1646,
1725,
1579,
1222,
771,
912,
1371,
1292,
1322,
1490,
1159,
799,
1068,
1501,
1893,
1830,
1652,
1118,
830,
1126,
1509,
2029,
1974,
1792,
1299,
862,
1096,
1533,
1839,
1624,
1537,
1297,
843,
1067,
1559,
1907,
1887,
2016,
1489,
945,
1230,
1695,
1975,
2050,
1897,
1368,
914,
1196,
1713,
1867,
1854,
1630,
1160,
712,
752,
1248,
1626,
1910,
1845,
1513,
904,
1103,
1712,
2061,
2013,
1907,
1453,
850,
859,
1366,
1691,
1847,
1783,
1398,
803,
1032,
1637,
1961,
2038,
1752,
1071,
755,
1105,
1896,
2225,
1967,
1894,
1501,
714,
914,
1530,
1717,
1654,
1650,
1056,
716,
843,
1100,
1204,
997,
934,
483,
398,
355,
393,
388,
334,
273,
245,
329,
335,
405,
381,
382,
282,
372,
348,
401,
519,
480,
617,
791,
827,
600,
779,
1155,
1528,
1473,
1420,
1160,
782,
888,
1333,
1745,
1497,
1548,
1235,
848,
1114,
1520,
1851,
1893,
1604,
1112,
740,
923,
1250,
1622,
1936,
1912,
1389,
1131,
1305,
1675,
2028,
1946,
1881,
1493,
852,
1138,
1558,
2100,
2225,
2179,
1654,
973,
1463,
1885,
2037,
2225,
1894,
1380,
1022,
1344,
1813,
2095,
2091,
2095,
1412,
969,
1307,
1692,
1958,
2102,
1942,
1393,
943,
1295,
1732,
1938,
1962,
1781,
1197,
728,
819,
906,
922,
831,
694,
688,
723,
950,
1358,
1642,
1662,
1649,
1254,
955,
1177,
1635,
1984,
2079,
2010,
1584,
1001,
1283,
1764,
1830,
1936,
1837,
1394,
932,
1148,
1540,
1786,
1977,
1701,
1524,
962,
1167,
1657,
1855,
1883,
1677,
1184,
813,
956,
1433,
1773,
1941,
1635,
1236,
896,
952,
1460,
1692,
1862,
1904,
1333,
948,
1114,
1707,
2003,
2085,
2136,
1553,
1069,
1453,
1847,
2080,
2038,
1885,
1259,
948,
1212,
1718,
1942,
1906,
1833,
1399,
935,
1130,
1571,
1669,
1908,
1723,
1253,
857,
1041,
1515,
1662,
1494,
1481,
1136,
711,
754,
1145,
1289,
1308,
1253,
935,
731,
855,
1023,
1103,
1100,
1082,
887,
576,
682,
976,
972,
970,
981,
800,
584,
760,
1009,
1074,
1064,
1039,
795,
612,
768,
1017,
810,
805,
886,
778,
571,
677,
829,
1003,
984,
1030,
752,
596,
779,
882,
1023,
1027,
1000,
843,
577,
616,
1038,
1224,
1198,
1196,
866,
543,
641,
912,
1215,
1179,
1243,
1008,
695,
858,
1233,
1435,
1654,
1528,
1286,
834,
1030,
1489,
1696,
1889,
1789,
1267,
874,
1170,
1514,
1810,
1824,
1804,
1466,
867,
1206,
1709,
1876,
1790,
1497,
994,
856,
1094,
1614,
1973,
2000,
1879,
1385,
955,
1229,
1726,
1986,
1978,
1690,
1284,
905,
1238,
1648,
2018,
2008,
1938,
1266,
864,
1030,
1558,
1866,
1755,
1890,
1431,
945,
1067,
1792,
2131,
2161,
1981,
1546,
969,
1323,
1897,
2339,
2139,
1864,
1331,
876,
1070,
1615,
1553,
1647,
1781,
1600,
994,
1338,
1897,
2328,
2238,
2258,
1692,
1132,
1511,
2091,
2500,
2536,
2279,
1665,
1001,
1231,
1754,
2275,
2360
] |
[
2036,
1399,
899,
1255,
1872,
2120,
2037,
1931,
1387,
834,
1021,
1508,
1905,
1521,
1430,
1083,
668,
794,
1137,
1226,
1254,
1046,
705,
502,
542,
645,
622,
509,
366,
287,
213,
251,
321,
407,
473,
484,
402,
329,
298,
426,
548,
704,
653,
502,
523,
655,
936,
1282,
1284,
1372,
993,
657,
913,
1180,
1394,
1414,
1383,
1049,
793,
1007,
1303,
1522,
1471,
1319,
997,
888,
1065,
1371,
1488,
1472,
1429,
1198,
787,
925,
1229,
1527,
1875,
1759,
1312,
958,
1241,
1536,
1569,
1852,
2014,
1632,
1079,
1297,
1678,
1846,
1879,
1676,
1126,
831,
1019,
1295
] |
[
"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: 157.08%",
"予測される変化率: [カラム_0] 予測される変化率: -36.39%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.40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: 27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: 157.08%",
"Forecasted change rate: [column_0] Forecasted change rate: -36.39%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.40 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 27",
"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 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 14 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 84 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 80.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 14.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
6,
4,
8,
7,
3,
8,
9,
3,
11,
4,
4,
3,
5,
5,
1,
4,
7,
7,
6,
13,
4,
4,
8,
4,
4,
2,
3,
11,
8,
7,
4,
0,
5,
2,
9,
6,
8,
4,
6,
3,
8,
7,
3,
7,
9,
0,
5,
2,
2,
3,
4,
2,
1,
3,
8,
1,
6,
4,
5,
3,
4,
1,
7,
7,
10,
2,
7,
3,
8,
6,
5,
2,
2,
5,
5,
7,
5,
23,
24,
25,
18,
36,
30,
41,
22,
22,
24,
60,
31,
25,
28,
49,
41,
38,
30,
39,
32,
17,
27,
21,
35,
88,
37,
31,
20,
16,
21,
18,
29,
25,
30,
20,
17,
16,
21,
24,
28,
22,
14,
12,
18,
33,
22,
29,
40,
31,
16,
22,
30,
29,
36,
18,
28,
12,
23,
21,
29,
32,
28,
22,
21,
23,
26,
37,
20,
42,
17,
17,
68,
31,
29,
37,
34,
30,
33,
24,
29,
24,
21,
33,
21,
39,
31,
32,
17,
24,
33,
29,
30,
32,
15,
31,
25,
23,
17,
29,
25,
23,
23,
23,
17,
19,
17,
21,
24,
13,
27,
19,
17,
20,
31,
26,
20,
23,
70,
42,
23,
29,
27,
32,
34,
18,
24,
14,
22,
22,
28,
22,
26,
18,
24,
30,
25,
32,
35,
16,
23,
40,
25,
42,
26,
27,
30,
30,
29,
24,
22,
48,
26,
32,
21,
68,
50,
19,
37,
38,
18,
33,
18,
21,
12,
26,
27,
16,
22,
20,
15,
36,
22,
25,
18,
33,
20,
26,
23,
20,
25,
13,
34,
31,
21,
21,
27,
29,
25,
22,
21,
22,
26,
39,
18,
26,
28,
11,
18,
19,
22,
14,
21,
30,
17,
29,
18,
43,
28,
24,
21,
21,
14,
22,
816,
114,
146,
55,
21,
6707,
11474,
4433,
2336,
884,
829,
843,
695,
903,
450,
430,
319,
376,
243,
604,
412,
301,
591,
311,
412,
254,
144,
241,
190,
175,
120,
81,
68,
71,
110,
157,
105,
86,
64,
59,
701,
208,
151,
96,
62,
63,
61,
101,
285,
115,
95,
164,
102,
103,
74,
48,
60,
67,
57,
57,
55,
73,
71,
66,
87,
57,
56,
65,
72,
57,
74,
373,
63,
70,
63,
47,
40,
46,
88,
68,
46,
51,
45,
101,
43,
38,
26,
27,
34,
27,
38,
43,
89,
40,
37,
37,
37,
75,
33,
30,
45,
23,
60,
33,
49,
35,
36,
46,
30,
29,
36,
42,
45,
28,
19,
22,
31,
25,
43,
32,
55,
30,
23,
19,
15,
28,
72,
23,
33,
139,
46,
63,
24,
45,
41,
32,
29,
21,
46,
30,
31,
30,
20,
13,
30,
32,
63,
29,
33,
31,
71,
196,
62,
78,
59,
72,
48,
36,
28,
41,
60,
32,
34,
27,
36,
23,
35,
36,
86,
39,
35,
42,
28,
25,
33,
38,
33,
17,
41,
39,
47,
23,
27,
30,
31,
29,
34,
31,
54,
40,
36,
54,
48,
41,
26,
27,
115,
78,
47,
27,
42,
55,
33,
40,
33,
28,
36,
23,
28,
36,
26,
30,
24,
30,
23,
31,
32,
54,
30,
30,
24,
34
] |
[
21,
209,
103,
67,
66,
76,
41,
44,
30,
75,
53,
22,
38,
25,
57,
207,
100,
130,
59,
41,
37,
52,
71,
45,
41,
56,
48,
67,
40,
59,
55,
79,
205,
129,
87,
91,
57,
64,
25,
49,
34,
58,
42,
22,
47,
49,
55,
28,
32,
38,
28,
40,
51,
20,
40,
28,
35,
36,
35,
61,
34,
30,
36,
42,
42,
31,
60,
40,
28,
32,
32,
33,
29,
51,
25,
41,
34,
34,
37,
33,
36,
115,
62,
40,
68,
89,
49,
74,
60,
60,
40,
42,
35,
50,
48,
38
] |
[
"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: 466.67%",
"予測される変化率: [カラム_0] 予測される変化率: 80.95%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.09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: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 466.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 80.95%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.09 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 64",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
0,
1,
3,
2,
1,
1,
1,
3,
1,
3,
0,
2,
2,
7,
6,
0,
3,
1,
3,
3,
7,
1,
4,
2,
2,
3,
0,
11,
3,
2,
4,
4,
0,
3,
1,
1,
3,
3,
0,
4,
2,
2,
3,
4,
3,
7,
2,
3,
2,
2,
1,
1,
3,
1,
2,
4,
2,
3,
3,
0,
2,
2,
2,
5,
2,
5,
3,
2,
2,
2,
3,
2,
3,
1,
0,
2,
1,
4,
1,
1,
3,
3,
2,
4,
0,
5,
2,
3,
1,
4,
4,
3,
2,
5,
1,
4,
5,
4,
1,
1,
4,
2,
2,
1,
4,
3,
2,
1,
2,
2,
3,
4,
0,
2,
1,
1,
1,
2,
1,
1,
5,
2,
1,
2,
3,
3,
5,
4,
2,
1,
1,
0,
3,
3,
5,
1,
1,
23,
2,
13,
3,
10,
2,
3,
6,
4,
3,
7,
2,
4,
4,
3,
4,
4,
3,
5,
8,
2,
7,
7,
4,
6,
5,
3,
3,
1,
5,
4,
3,
7,
4,
3,
4,
5,
3,
2,
4,
9,
5,
4,
5,
2,
2,
3,
7,
3,
3,
4,
5,
3,
3,
2,
2,
5,
5,
0,
7,
1,
6,
3,
4,
2,
1,
6,
4,
6,
4,
4,
0,
4,
5,
1,
7,
6,
2,
6,
6,
1,
1,
10,
3,
4,
4,
3,
5,
2,
4,
1,
2,
5,
3,
4,
3,
4,
1,
5,
2,
7,
5,
3,
7,
2,
6,
1,
1,
0,
5,
3,
1,
4,
2,
1,
1,
1,
5,
6,
1,
3,
1,
1,
3,
9,
5,
2,
1,
4,
5,
1,
4,
2,
3,
2,
4,
3,
2,
7,
2,
2,
6,
2,
4,
2,
3,
2,
4,
1,
8,
4,
2,
1,
2,
5,
5,
4,
3,
2,
9,
4,
4,
3,
3,
3,
2,
6,
0,
3,
1,
0,
13,
1,
4,
3,
3,
2,
4,
8,
1,
5,
2,
3,
2,
0,
3,
2,
5,
2,
0,
1,
1,
1,
2,
5,
2,
4,
5,
4,
3,
3,
3,
1,
2,
1,
1,
4,
3,
6,
3,
6,
2,
3,
0,
4,
3,
2,
6,
2,
1,
2,
2,
4,
3,
2,
1,
2,
2,
4,
3,
3,
2,
2,
6,
6,
6,
1,
4,
4,
4,
0,
3,
4,
6,
2,
6,
3,
2,
1,
5,
1,
3,
2,
3,
2,
0,
9,
2,
4,
3,
2,
4,
1,
5,
1,
1,
3,
5,
4,
3,
5,
1,
6,
3,
1,
2,
4,
6,
4,
9,
3,
2,
2,
3,
5,
3,
2,
2,
1,
1,
1,
4,
4,
1,
1,
4,
1,
3,
5,
5,
3,
4,
2,
5,
1,
5,
5,
3,
1,
5,
1,
4,
5,
6,
3,
1,
7,
2,
3,
1,
4,
4,
1,
2,
2,
5,
3,
6,
0,
3,
1,
3,
6,
4,
6,
1,
1,
1,
6,
5,
6,
0,
0,
4,
1,
2,
0,
3,
2,
7,
2,
1,
1,
2,
9,
7,
2,
3,
1,
1,
4,
0,
5,
4,
0,
2,
4,
1,
1,
2,
3,
0,
2,
1
] |
[
7,
2,
3,
7,
4,
2,
2,
1,
1,
6,
2,
1,
1,
1,
2,
6,
2,
2,
1,
0,
2,
3,
2,
10,
4,
0,
4,
1,
2,
3,
6,
1,
0,
6,
2,
2,
1,
4,
7,
2,
3,
2,
0,
3,
7,
1,
0,
2,
3,
2,
1,
3,
0,
2,
1,
1,
3,
3,
5,
0,
0,
1,
7,
4,
2,
4,
3,
4,
0,
3,
1,
1,
4,
2,
2,
1,
0,
3,
1,
3,
4,
1,
0,
3,
4,
5,
9,
0,
24,
35,
17,
3,
2,
4,
16,
16
] |
[
"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: -80.00%",
"予測される変化率: [カラム_0] 予測される変化率: 128.57%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.90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: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -80.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 128.57%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.90 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
736,
716,
784,
740,
853,
860,
775,
740,
764,
890,
1187,
1820,
2348,
2102,
1632,
1424,
1362,
1285,
1558,
1488,
1401,
1432,
1116,
950,
918,
1027,
1055,
851,
894,
868,
942,
992,
1043,
1059,
1097,
1252,
1114,
1019,
1169,
1244,
1074,
987,
1081,
1032,
1083,
1234,
1319,
1218,
1058,
901,
861,
1011,
1108,
1422,
1299,
1380,
1214,
1721,
1398,
1166,
1277,
985,
822,
845,
813,
875,
1000,
1287,
931,
853,
722,
984,
936,
1196,
1123,
834,
837,
822,
799,
760,
894,
1024,
808,
723,
753,
742,
786,
1259,
1128,
910,
848,
788,
894,
1621,
1449,
1544,
1084,
835,
824,
799,
803,
899,
1065,
841,
837,
855,
786,
772,
956,
1396,
1128,
936,
915,
969,
5930,
5659,
2311,
1333,
1043,
981,
1023,
1079,
1168,
1355,
1010,
946,
944,
923,
1000,
1085,
1096,
962,
879,
925,
895,
900,
1112,
1250,
985,
903,
797,
896,
813,
1007,
1201,
944,
832,
829,
849,
880,
1181,
1223,
970,
954,
817,
1103,
1049,
1092,
1177,
1002,
1064,
850,
963,
1033,
1261,
1258,
1330,
1117,
1061,
1017,
930,
1079,
1142,
864,
897,
929,
1040,
979,
1007,
1033,
902,
839,
818,
597,
967,
1171,
1184,
1052,
1203,
1057,
1167,
1360,
1368,
1451,
1168,
1291,
1117,
995,
1052,
1191,
1223,
1109,
1098,
1242,
1193,
1179,
1337,
1332,
1252,
1425,
1308,
1419,
1504,
1492,
1637,
1511,
1550,
1967,
1203,
1170,
1356,
1467,
1263,
1211,
1171,
1255,
1402,
1518,
1614,
1380,
1445,
1364,
1149,
1668,
1482,
1698,
1696,
1774,
1479,
1339,
1421,
1470,
1569,
1178,
1212,
1860,
1407,
1329,
1375,
1367,
1386,
1303,
1158,
1301,
1569,
1754,
2374,
2512,
2277,
2471,
2018,
1937,
1832,
1879,
1462,
1525,
2365,
2733,
3748,
3893,
6034,
4309,
3428,
3394,
3625,
3235,
3053,
2838,
2426,
2153,
1931,
1837,
1834,
2231,
2083,
2002,
1553,
1420,
1293,
1858,
1782,
1899,
1585,
1318,
1244,
1288,
1425,
1631,
1681,
1266,
1121,
1144,
1063,
1183,
1184,
1620,
1419,
1256,
1245,
1376,
1692,
2253,
2021,
2051,
1526,
1376,
1269,
1289,
1456,
1587,
1199,
1204,
1180,
1050,
1140,
1407,
1581,
1633,
1249,
1162,
1296,
2073,
3663,
15225,
4604,
7473,
3686,
2550,
2210,
2335,
2099,
1485,
1651,
1447,
1809,
1630,
1610,
1486,
1561,
1287,
1283,
1674,
1495,
1531,
1477,
1474,
1739,
1571,
1421,
2033,
1692,
1594,
1499,
2975,
2181,
1725,
1665,
1619,
1764,
1632,
1563,
1430,
1290,
1212,
1276,
1445,
1341,
1410,
1222,
1501,
1595,
1338,
1429,
1568,
1438,
1310,
1264,
1342,
1355,
1568,
1451,
1304,
1241,
1377,
1458,
1363,
1364,
1303,
1185,
1414,
1595,
1772,
1791,
1977,
2037,
1842,
1726,
1597,
1662,
1564,
2054,
1674,
1513,
1463,
1352,
1546,
1369,
1619,
1503,
1398,
1386,
1300,
1204,
1297,
1695,
1429,
1127,
1055,
924,
955,
1189,
1310,
962,
1010,
1256,
1078,
1364,
1450,
1667,
1566,
1496,
1335,
1561,
1385,
1506,
1494,
1144,
1051,
1059,
1134,
1391,
1773,
11624,
3244,
4670,
2112,
1273,
1277,
1271,
1249,
1170,
1119,
975,
1014,
1028,
1270,
1254,
964,
826,
1024,
1282,
1253,
1384,
1302,
1043,
972,
908,
1029,
1049,
1207,
1163,
1076,
1020,
999,
1461,
1209,
1333,
1435,
1546,
1083,
1141,
1214,
1228,
1190,
1190,
1076,
961,
885,
1157,
1041,
1302,
1357,
1222,
1207,
1094,
1069,
1046,
1086,
1151,
890,
930,
896
] |
[
944,
986,
1226,
1446,
1075,
1058,
978,
944,
1001,
1374,
1275,
953,
1021,
1024,
928,
1019,
1200,
1157,
1018,
1119,
973,
967,
981,
1006,
1244,
846,
1001,
974,
932,
885,
1003,
1002,
884,
970,
849,
855,
1292,
1043,
1725,
1201,
1030,
1043,
1054,
999,
1096,
1065,
1000,
915,
865,
1108,
1463,
1656,
1758,
1040,
954,
964,
881,
941,
1013,
1152,
904,
1026,
943,
1066,
1078,
4093,
3817,
1161,
1213,
1141,
1229,
1188,
1211,
1224,
957,
1056,
868,
975,
918,
1010,
1242,
1104,
1335,
1520,
1410,
1769,
1954,
2224,
1941,
1555,
1381,
1584,
1551,
1988,
1853,
1362
] |
[
"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: 21.74%",
"予測される変化率: [カラム_0] 予測される変化率: 44.28%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.69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: 21.74%",
"Forecasted change rate: [column_0] Forecasted change rate: 44.28%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.69 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 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 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 upward 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 |
[
107,
130,
140,
177,
211,
136,
124,
168,
164,
193,
248,
262,
162,
153,
162,
115,
162,
184,
264,
163,
124,
169,
146,
214,
654,
303,
184,
200,
210,
236,
190,
201,
259,
179,
198,
162,
145,
153,
251,
278,
165,
162,
180,
160,
148,
224,
254,
191,
178,
197,
153,
165,
196,
246,
201,
199,
143,
179,
197,
325,
415,
227,
214,
142,
163,
178,
278,
300,
184,
168,
188,
188,
164,
190,
239,
136,
138,
129,
124,
257,
209,
196,
108,
172,
157,
124,
141,
178,
197,
137,
144,
125,
146,
205,
208,
200,
213,
143,
145,
123,
158,
224,
216,
1407,
181,
162,
163,
171,
233,
228,
219,
136,
147,
145,
173,
244,
278,
216,
169,
135,
156,
126,
1046,
344,
190,
147,
117,
159,
176,
204,
222,
142,
151,
111,
170,
170,
165,
226,
129,
142,
146,
125,
169,
223,
224,
137,
160,
123,
142,
155,
256,
360,
160,
163,
156,
205,
233,
316,
501,
218,
297,
216,
216,
393,
581,
543,
290,
231,
349,
277,
361,
608,
1275,
568,
530,
758,
948,
5757,
3458,
3101,
995,
771,
571,
845,
2448,
671,
705,
385,
395,
1293,
371,
356,
381,
602,
359,
228,
206,
185,
244,
307,
322,
165,
190,
180,
177,
194,
325,
307,
174,
152,
151,
136,
580,
479,
280,
188,
184,
154,
257,
203,
339,
429,
219,
205,
173,
164,
170,
223,
381,
180,
197,
154,
141,
226,
410,
425,
178,
184,
154,
198,
159,
313,
367,
153,
137,
457,
173,
191,
277,
324,
136,
129,
156,
136,
152,
234,
242,
146,
155,
145,
126,
259,
239,
352,
229,
171,
174,
208,
360,
711,
676,
821,
268,
249,
203,
160,
233,
242,
128,
168,
142,
202,
162,
192,
474,
172,
122,
156,
171,
139,
219,
272,
169,
153,
192,
224,
166,
230,
356,
160,
165,
151,
150,
138,
277,
379,
133,
160,
145,
267,
231,
198,
384,
281,
158,
150,
180,
144,
222,
349,
813,
171,
154,
164,
188,
327,
184,
199,
198,
160,
183,
249,
287,
392,
176,
155,
211,
172,
179,
213,
347,
181,
192,
146,
163,
179,
251,
253,
176,
507,
201,
186,
153,
223,
248,
159,
113,
131,
171,
157,
223,
267,
175,
149,
157,
143,
350,
180,
381,
149,
127,
128,
133,
157,
165,
167,
155,
153,
170,
142,
181,
296,
303,
149,
144,
142,
163,
165,
212,
257,
170,
184,
179,
180,
146,
236,
263,
231,
174,
196,
186,
254,
225,
275,
185,
181,
172,
169,
254,
190,
251,
227,
188,
162,
200,
270,
439,
398,
190,
192,
186,
152,
213,
222,
239,
160,
207,
317,
225,
175,
192,
240,
195,
193,
140,
187,
188,
368,
224,
280,
152,
152,
163,
162,
213,
238,
143,
137,
156,
152,
146,
190,
220,
153,
172,
150,
148,
160,
243,
300,
296,
243,
149,
146,
153,
187,
167,
137,
134,
140,
110,
124,
147,
159,
124,
93,
114,
138,
106,
144,
304,
138,
96,
172,
145,
112,
165,
184,
189,
4546,
817,
307,
263,
252,
346,
144,
113,
92,
87,
133,
282,
200,
212,
155,
173,
169,
224,
545,
838,
319,
222,
182
] |
[
155,
154,
341,
245,
186,
157,
135,
116,
192,
713,
355,
171,
138,
167,
214,
243,
359,
426,
272,
140,
141,
191,
254,
446,
1287,
463,
327,
359,
531,
582,
1615,
17922,
24546,
1864,
736,
422,
464,
482,
622,
337,
277,
339,
512,
377,
469,
477,
248,
228,
128,
175,
198,
326,
262,
10616,
690,
724,
217,
357,
567,
508,
270,
224,
218,
194,
238,
302,
322,
207,
170,
153,
137,
196,
278,
323,
145,
95,
102,
102,
376,
158,
192,
92,
105,
98,
122,
107,
133,
169,
184,
171,
134,
163,
165,
219,
325,
205
] |
[
"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: 70.09%",
"予測される変化率: [カラム_0] 予測される変化率: 32.26%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.70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: 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2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 70.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 32.26%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.70 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 40",
"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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
13,
8,
7,
2,
9,
5,
3,
3,
3,
3,
0,
5,
7,
3,
2,
5,
2,
3,
1,
7,
2,
3,
3,
6,
1,
7,
6,
8,
2,
3,
5,
7,
1,
6,
1,
8,
5,
6,
5,
1,
3,
4,
3,
4,
3,
8,
7,
3,
4,
10,
2,
3,
6,
6,
5,
4,
7,
6,
3,
3,
6,
1,
6,
7,
6,
5,
4,
3,
6,
1,
9,
5,
5,
5,
4,
5,
8,
10,
7,
8,
6,
6,
8,
5,
8,
6,
6,
4,
7,
8,
4,
3,
7,
9,
5,
8,
5,
6,
12,
10,
4,
11,
2,
4,
7,
7,
11,
3,
6,
1,
3,
7,
4,
9,
5,
4,
7,
9,
9,
4,
3,
7,
3,
2,
9,
4,
20,
0,
6,
11,
4,
4,
5,
4,
4,
33,
6,
5,
4,
11,
7,
15,
7,
9,
5,
15,
9,
6,
4,
11,
6,
2,
9,
3,
6,
6,
7,
4,
3,
5,
5,
11,
4,
11,
6,
7,
5,
6,
8,
7,
8,
4,
6,
7,
7,
7,
6,
8,
10,
8,
3,
7,
6,
6,
9,
2,
8,
5,
8,
5,
10,
19,
4,
3,
9,
7,
3,
10,
2,
6,
4,
11,
3,
8,
13,
10,
9,
4,
10,
7,
5,
10,
7,
5,
9,
4,
7,
8,
6,
6,
2,
7,
3,
7,
7,
9,
10,
6,
9,
10,
6,
8,
4,
10,
3,
5,
12,
11,
6,
6,
9,
10,
4,
4,
8,
7,
11,
8,
12,
8,
6,
8,
8,
4,
6,
5,
3,
3,
6,
5,
5,
6,
9,
6,
3,
6,
9,
5,
6,
4,
8,
4,
7,
8,
7,
8,
8,
8,
2,
7,
6,
7,
7,
8,
11,
5,
5,
7,
4,
10,
8,
7,
5,
7,
14,
6,
11,
5,
7,
3,
6,
5,
4,
8,
9,
8,
4,
4,
4,
10,
4,
6,
4,
2,
6,
10,
2,
7,
5,
7,
5,
7,
3,
7,
4,
4,
5,
15,
6,
5,
3,
7,
4,
13,
12,
5,
7,
8,
4,
6,
7,
4,
2,
5,
9,
8,
14,
1,
7,
7,
7,
9,
4,
5,
55,
4,
6,
12,
3,
7,
4,
7,
7,
3,
5,
6,
8,
18,
11,
7,
7,
10,
6,
10,
9,
4,
4,
10,
10,
12,
10,
12,
11,
12,
9,
5,
3,
9,
5,
11,
5,
10,
11,
7,
5,
1,
7,
6,
6,
34,
12,
9,
12,
6,
11,
13,
11,
7,
20,
4,
4,
7,
48,
26,
16,
85,
70,
25,
40,
10,
5,
6,
13,
11,
63,
7,
3,
12,
7,
5,
2,
7,
5,
7,
6,
5,
7,
7,
11,
22,
7,
6,
7,
9,
13,
15,
10,
8,
5,
5,
6,
8,
7,
2,
2,
9,
6,
3,
18,
10,
2,
7,
8,
4,
13,
6,
11,
3,
1,
3,
7,
10,
2,
6,
4,
3,
7,
11,
15,
3,
10,
2,
6,
1,
12,
14,
28,
15,
17,
7,
13,
12,
14,
8,
9,
9,
2,
2,
4,
181,
4,
1,
2,
3,
4,
1,
9,
2,
3,
3,
1
] |
[
3,
4,
8,
8,
5,
4,
5,
3,
6,
9,
6,
4,
9,
4,
10,
4,
6,
12,
25,
7,
7,
33,
14,
7,
7,
10,
14,
8,
11,
1,
7,
3,
2,
7,
5,
10,
3,
5,
6,
1,
11,
9,
6,
7,
4,
3,
2,
7,
7,
1,
2,
8,
11,
33,
10,
7,
2,
10,
4,
8,
10,
4,
1,
7,
5,
2,
7,
7,
4,
5,
3,
4,
8,
10,
4,
3,
1,
5,
7,
12,
3,
4,
4,
5,
6,
4,
5,
7,
3,
5,
7,
4,
3,
4,
5,
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: -75.00%",
"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1.31倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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6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: -75.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.31 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 6 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 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 22.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
8,
1,
5,
4,
2,
7,
4,
4,
2,
10,
14,
8,
1,
9,
14,
3,
4,
6,
3,
6,
6,
3,
5,
2,
1,
2,
5,
4,
6,
2,
1,
2,
1,
5,
1,
4,
4,
3,
4,
4,
5,
4,
1,
3,
1,
4,
1,
2,
4,
3,
4,
4,
2,
2,
2,
5,
1,
3,
3,
6,
3,
5,
3,
3,
3,
5,
4,
4,
5,
1,
2,
4,
4,
4,
5,
5,
6,
8,
3,
7,
4,
7,
4,
7,
5,
2,
5,
3,
4,
5,
6,
3,
3,
10,
13,
8,
4,
3,
5,
2,
7,
5,
3,
6,
3,
4,
7,
6,
3,
8,
7,
7,
0,
6,
9,
15,
5,
10,
10,
6,
3,
6,
6,
6,
4,
5,
9,
6,
5,
7,
3,
2,
3,
5,
11,
3,
5,
6,
6,
0,
4,
2,
6,
6,
15,
1,
2,
8,
6,
6,
4,
10,
8,
8,
6,
4,
6,
10,
11,
13,
6,
17,
12,
8,
13,
2,
5,
4,
6,
2,
9,
5,
7,
8,
4,
10,
10,
7,
6,
1,
1,
6,
8,
20,
6,
7,
4,
8,
11,
7,
3,
2,
10,
6,
3,
2,
4,
2,
3,
4,
3,
2,
5,
3,
4,
6,
4,
6,
4,
4,
6,
3,
1,
6,
5,
2,
5,
1,
4,
1,
6,
7,
10,
6,
4,
2,
1,
14,
16,
10,
5,
5,
2,
2,
3,
9,
0,
2,
7,
6,
8,
2,
11,
4,
7,
9,
17,
8,
12,
11,
11,
15,
2,
3,
5,
4,
9,
9,
4,
7,
5,
5,
4,
10,
8,
6,
7,
4,
4,
6,
8,
7,
6,
6,
10,
5,
5,
5,
2,
2,
7,
5,
5,
3,
3,
10,
1,
9,
8,
5,
3,
8,
5,
4,
2,
11,
5,
19,
7,
3,
6,
6,
3,
6,
4,
8,
3,
3,
11,
6,
10,
10,
0,
8,
13,
24,
18,
4,
4,
4,
4,
3,
4,
2,
6,
6,
6,
5,
6,
6,
2,
6,
5,
11,
1,
19,
7,
8,
3,
5,
3,
27,
3,
3,
8,
4,
7,
0,
5,
2,
3,
3,
6,
3,
11,
8,
6,
15,
4,
5,
3,
1,
2,
5,
3,
4,
3,
5,
4,
3,
9,
5,
6,
7,
7,
8,
4,
7,
13,
15,
9,
17,
13,
14,
7,
4,
8,
10,
6,
16,
3,
7,
8,
6,
9,
3,
9,
3,
15,
3,
7,
7,
7,
5,
7,
9,
4,
27,
10,
27,
3,
13,
4,
6,
4,
6,
6,
9,
11,
7,
5,
18,
28,
4,
6,
23,
6,
7,
18,
9,
9,
10,
19,
15,
4,
5,
7,
5,
4,
3,
9,
6,
5,
8,
5,
7,
3,
8,
4,
3,
9,
2,
6,
4,
9,
5,
5,
6,
4,
5,
6,
6,
1,
7,
5,
7,
3,
1,
157,
165,
5,
4,
16,
15,
14,
5,
2,
1,
7,
6,
3,
5,
3,
8,
6,
7,
15,
14,
2,
4,
3,
2,
9,
4,
3,
5,
3,
4,
3,
8,
5,
3,
5,
5,
2,
2,
4,
5,
4,
0,
2
] |
[
3,
4,
7,
15,
4,
5,
2,
6,
7,
7,
5,
5,
5,
1,
3,
5,
5,
2,
6,
7,
4,
9,
7,
15,
12,
9,
8,
6,
5,
5,
5,
5,
4,
7,
9,
2,
8,
7,
7,
6,
2,
4,
6,
5,
17,
5,
6,
4,
8,
4,
6,
8,
5,
4,
1,
4,
3,
2,
5,
7,
4,
4,
0,
5,
3,
4,
6,
2,
8,
4,
3,
4,
6,
5,
7,
2,
1,
2,
4,
4,
3,
2,
6,
2,
4,
1,
8,
5,
3,
5,
3,
5,
4,
8,
6,
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: -50.00%",
"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1.53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: 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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -50.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.53 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 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 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 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
59,
69,
77,
82,
53,
73,
59,
52,
44,
49,
64,
47,
58,
69,
56,
109,
65,
48,
75,
73,
96,
74,
72,
58,
92,
56,
73,
66,
53,
63,
60,
103,
54,
62,
65,
55,
66,
77,
75,
99,
66,
76,
76,
77,
65,
63,
112,
76,
77,
66,
74,
77,
70,
69,
71,
78,
101,
101,
68,
52,
79,
50,
77,
73,
65,
64,
76,
65,
93,
67,
51,
62,
56,
66,
96,
132,
82,
90,
96,
65,
84,
73,
71,
82,
53,
79,
67,
61,
72,
66,
164,
174,
161,
103,
75,
66,
85,
66,
75,
85,
78,
64,
90,
75,
310,
125,
108,
86,
80,
72,
86,
99,
83,
90,
82,
100,
96,
98,
76,
159,
144,
99,
49,
84,
50,
89,
83,
57,
68,
63,
104,
72,
104,
88,
84,
66,
68,
87,
72,
95,
96,
88,
83,
99,
286,
208,
114,
66,
66,
67,
76,
91,
122,
98,
58,
91,
70,
68,
74,
111,
106,
90,
143,
132,
120,
142,
633,
1295,
756,
347,
176,
164,
165,
143,
127,
86,
58,
67,
74,
79,
106,
88,
101,
57,
190,
444,
229,
170,
173,
293,
283,
2258,
822,
1066,
3281,
2440,
612,
475,
1727,
2464,
1659,
968,
661,
353,
298,
254,
149,
160,
155,
136,
137,
153,
118,
95,
155,
174,
166,
133,
92,
77,
118,
72,
105,
76,
87,
91,
87,
79,
95,
115,
72,
73,
72,
99,
84,
134,
107,
97,
106,
128,
96,
83,
80,
112,
97,
81,
78,
62,
78,
101,
78,
84,
69,
76,
59,
67,
71,
88,
52,
81,
65,
48,
66,
67,
66,
53,
67,
66,
63,
56,
60,
69,
95,
92,
84,
53,
96,
90,
81,
73,
96,
75,
66,
66,
63,
89,
66,
60,
112,
117,
97,
60,
75,
83,
81,
77,
79,
48,
71,
103,
106,
59,
65,
58,
83,
89,
54,
60,
74,
62,
60,
70,
84,
69,
105,
109,
82,
79,
63,
82,
88,
92,
70,
55,
80,
60,
65,
69,
60,
65,
81,
49,
58,
116,
97,
101,
63,
69,
56,
58,
64,
66,
63,
60,
54,
48,
57,
62,
76,
61,
60,
62,
57,
70,
51,
58,
121,
75,
59,
48,
57,
56,
63,
60,
47,
65,
61,
83,
85,
89,
137,
79,
70,
59,
52,
45,
68,
87,
42,
70,
67,
65,
71,
63,
65,
62,
47,
50,
54,
62,
58,
51,
52,
54,
54,
51,
60,
51,
53,
61,
97,
61,
44,
57,
51,
65,
45,
49,
61,
55,
44,
48,
51,
59,
60,
46,
53,
47,
59,
47,
76,
47,
70,
52,
51,
68,
66,
56,
44,
64,
50,
48,
67,
45,
59,
58,
49,
59,
144,
207,
114,
103,
59,
57,
59,
116,
104,
119,
172,
156,
113,
92,
98,
98,
71,
72,
66,
75,
74,
247,
105,
85,
819,
2305,
1337,
1164,
1199,
708,
316,
615,
990,
531,
321,
1105,
1416,
837,
459,
386,
288,
266,
209,
203,
195,
560,
173,
196,
210,
130,
137,
116,
116,
115,
92,
132,
116,
110,
102,
102,
104,
90,
83,
108,
125,
95,
111,
104,
98,
85,
88,
141,
197,
129
] |
[
121,
98,
416,
250,
201,
195,
164,
144,
132,
125,
191,
155,
123,
98,
104,
94,
114,
113,
100,
72,
76,
100,
93,
61,
79,
80,
76,
68,
86,
63,
62,
59,
91,
98,
93,
82,
81,
86,
68,
93,
63,
110,
96,
76,
138,
364,
225,
176,
107,
113,
145,
95,
105,
103,
103,
94,
82,
71,
83,
97,
107,
87,
98,
82,
148,
128,
121,
152,
109,
71,
103,
124,
101,
113,
92,
99,
100,
73,
85,
80,
82,
72,
119,
143,
87,
78,
86,
68,
69,
81,
85,
116,
82,
80,
48,
60
] |
[
"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: 118.64%",
"予測される変化率: [カラム_0] 予測される変化率: -50.41%",
"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: 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: 118.64%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.41%",
"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: 53",
"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 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 64.",
"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 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,
41,
3,
1,
1,
0,
4,
0,
0,
23,
2,
1,
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,
1,
0,
0,
0,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
5,
4,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
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,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
2,
1,
1,
0,
1,
2,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
2,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
27,
6,
2,
3,
2,
1,
4,
1,
1,
1,
1,
1,
3,
3,
1,
7,
1,
3,
2,
0,
1,
7,
3,
2,
0,
2,
4,
0,
5,
0,
3,
1,
2,
2,
4,
3,
4,
3,
12,
6,
2,
3,
1,
6,
6,
3,
1,
6,
8,
5,
4,
4,
6,
4,
3,
48,
6,
2,
1,
4,
3,
0,
3,
3,
3,
2,
7,
9,
2,
0,
4,
1,
4,
18,
13,
56,
12,
22,
12,
23,
1,
9,
5,
12,
2,
2,
13,
1,
4,
34,
2,
4,
8,
7,
5,
8,
3,
3,
5,
4,
6,
6,
32,
5,
5,
31,
20,
38,
9,
10,
14,
42,
10,
65,
13,
254,
135,
107,
14,
52,
34,
52,
24,
13,
27,
10,
70,
65,
32,
27,
45,
34,
16,
25,
18,
18,
88,
11,
25,
6,
25,
20,
11,
39,
6,
26,
9,
12,
22,
12,
31,
9,
10,
25,
6,
11,
5,
22,
7,
19,
13,
16,
10,
10,
9,
9,
19,
12,
9,
10,
8,
15,
12,
30,
24,
12,
8,
13,
4,
7,
14,
21,
8,
7,
8,
18,
12,
17,
27,
9,
18,
22,
11,
13,
10,
18,
11,
8,
15,
15,
18,
17,
17,
24,
26,
19,
12,
21,
15,
13,
12,
13,
8,
20,
5,
5,
30,
20,
11,
17,
31,
49,
20,
10,
10,
12,
17,
18,
16,
6,
7,
6,
14,
7,
9,
6,
9,
22,
31,
16,
16,
16,
9,
17,
17,
7
] |
[
14,
15,
20,
23,
13,
13,
7,
3,
16,
6,
13,
16,
5,
3,
10,
11,
6,
12,
5,
6,
60,
12,
9,
6,
6,
5,
6,
10,
7,
16,
14,
20,
16,
17,
26,
14,
13,
20,
12,
15,
14,
7,
12,
14,
12,
15,
4,
4,
19,
12,
2,
12,
8,
16,
5,
17,
14,
8,
5,
13,
14,
6,
7,
10,
12,
9,
10,
8,
9,
50,
5,
4,
8,
10,
5,
10,
22,
6,
11,
11,
10,
9,
5,
35,
7,
9,
12,
6,
9,
13,
10,
19,
23,
15,
10,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -82.93%",
"予測される変化率: [カラム_0] 予測される変化率: -35.71%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.99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: 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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -82.93%",
"Forecasted change rate: [column_0] Forecasted change rate: -35.71%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.99 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 84.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
717,
647,
590,
558,
816,
861,
899,
897,
943,
794,
666,
894,
1122,
1113,
842,
1006,
701,
747,
1031,
1125,
969,
865,
822,
750,
745,
852,
1076,
1031,
1078,
1001,
752,
730,
857,
879,
959,
823,
931,
1888,
1265,
1364,
2951,
2272,
1300,
1225,
1280,
1082,
1427,
1563,
1382,
1249,
1135,
1064,
877,
1209,
1455,
1284,
1280,
1264,
1017,
970,
1200,
1245,
1181,
1194,
1212,
983,
1044,
1203,
1171,
1145,
1139,
1036,
934,
793,
1059,
1314,
1151,
1109,
998,
870,
838,
1097,
1431,
1162,
960,
983,
902,
833,
1063,
1064,
998,
866,
890,
653,
778,
955,
1093,
972,
1179,
950,
845,
782,
913,
1149,
1079,
1016,
1004,
948,
901,
1083,
1122,
1068,
1012,
897,
871,
748,
916,
1177,
1056,
1011,
876,
932,
651,
872,
1130,
1065,
989,
939,
819,
756,
904,
1082,
1032,
963,
892,
741,
658,
950,
1005,
840,
888,
739,
725,
738,
866,
1001,
923,
904,
832,
735,
709,
896,
1007,
951,
954,
882,
722,
596,
895,
1045,
1007,
887,
905,
720,
720,
902,
1012,
966,
799,
851,
765,
616,
820,
899,
1007,
896,
569,
701,
753,
961,
1110,
1181,
1099,
615,
1094,
1326,
1427,
1641,
1493,
1375,
1347,
1507,
1139,
1360,
1481,
1470,
1296,
1090,
1209,
1156,
1182,
1402,
1393,
1244,
1209,
1156,
1104,
1309,
1475,
1455,
1358,
1234,
1146,
917,
1190,
1283,
1346,
1232,
1065,
1252,
1028,
1242,
1485,
1517,
1414,
1258,
1158,
918,
1270,
1542,
1538,
1180,
1116,
1088,
1084,
1361,
1616,
1456,
1317,
1114,
1034,
1038,
1218,
1375,
1341,
1209,
1166,
1053,
966,
1239,
1517,
1229,
1091,
1156,
1085,
1067,
1260,
1339,
1199,
1183,
1476,
1204,
1071,
1195,
1638,
1386,
1406,
1190,
1256,
972,
1198,
1442,
2040,
1742,
1443,
1141,
1029,
1172,
1338,
1189,
1108,
1193,
1069,
899,
1087,
1135,
1062,
1168,
970,
880,
843,
1107,
1219,
1048,
1017,
1058,
1101,
859,
1125,
1355,
1319,
1060,
1073,
864,
817,
1056,
1055,
1054,
800,
765,
819,
675,
1008,
1033,
949,
954,
834,
832,
692,
870,
1367,
2965,
2626,
1877,
1420,
1061,
1365,
1856,
1528,
1448,
1074,
1150,
910,
1263,
1578,
1307,
1268,
1333,
1059,
902,
1261,
1445,
1240,
1111,
1073,
761,
753,
933,
1175,
1107,
1091,
987,
1056,
866,
1190,
1195,
1127,
1061,
950,
880,
875,
921,
1097,
1066,
1144,
978,
876,
624,
995,
1125,
1176,
911,
847,
941,
823,
757,
1145,
1176,
1115,
1122,
919,
810,
1104,
1332,
1170,
1028,
1126,
834,
719,
1041,
1482,
1194,
1127,
1008,
942,
754,
1228,
1301,
1267,
1087,
1009,
963,
753,
893,
1090,
1197,
1281,
1009,
908,
654,
851,
1159,
1118,
947,
1197,
1015,
755,
1052,
1265,
1126,
928,
873,
791,
622,
881,
1237,
1344,
1061,
955,
848,
733,
948,
1193,
967,
930,
994,
846,
654,
786,
881,
1011,
912,
800,
846,
664,
868,
1168,
1025,
956,
934,
850,
665,
848,
1230,
931,
927,
953,
666,
666,
824,
1005,
1085,
972,
942,
856,
690,
881,
1012,
1265,
1021,
822,
954,
774,
848,
1251,
1176,
1034,
1063,
1003,
805,
924,
1291,
1107,
877,
957,
914,
638,
843,
1048,
1008,
1052,
1066,
871,
701,
952,
1202,
897,
886,
982,
950,
869,
984,
1324,
934,
927,
975,
861,
741,
905,
1050,
924,
904
] |
[
847,
736,
609,
792,
982,
1007,
916,
887,
743,
613,
858,
945,
869,
1109,
1036,
819,
775,
955,
1374,
1104,
1046,
1002,
846,
765,
859,
1044,
966,
944,
929,
726,
461,
600,
819,
1066,
987,
1014,
1008,
573,
962,
1474,
1456,
1324,
1353,
1258,
1128,
1322,
1512,
1417,
1744,
2408,
1695,
1248,
1394,
1717,
1602,
1396,
1382,
1237,
944,
1156,
1565,
1540,
1371,
1306,
1085,
920,
1142,
1646,
1427,
1423,
1231,
1079,
917,
1110,
1512,
1508,
1281,
1289,
1190,
907,
1233,
1571,
1303,
1183,
1118,
1102,
985,
1157,
1610,
1348,
1389,
1187,
1087,
872,
1194,
1421
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 26.08%",
"予測される変化率: [カラム_0] 予測される変化率: 67.77%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.26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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 26.08%",
"Forecasted change rate: [column_0] Forecasted change rate: 67.77%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.26 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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 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 70 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 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
27,
26,
19,
15,
26,
28,
24,
24,
30,
21,
23,
27,
34,
19,
32,
21,
36,
29,
22,
25,
28,
39,
32,
25,
18,
28,
19,
43,
51,
51,
28,
21,
25,
21,
44,
69,
71,
51,
42,
30,
37,
43,
54,
43,
31,
20,
25,
54,
32,
54,
55,
35,
10,
22,
38,
47,
91,
95,
80,
34,
23,
29,
16,
30,
6,
17,
17,
10,
24,
16,
6,
13,
20,
14,
22,
18,
30,
34,
44,
19,
24,
15,
21,
15,
28,
32,
23,
20,
21,
17,
25,
25,
20,
20,
20,
29,
23,
13,
29,
18,
18,
14,
11,
14,
13,
22,
13,
21,
17,
19,
18,
19,
29,
37,
18,
15,
18,
20,
32,
18,
25,
24,
22,
37,
16,
28,
36,
30,
27,
17,
66,
73,
58,
41,
31,
31,
21,
25,
20,
31,
28,
27,
24,
51,
52,
45,
61,
55,
50,
38,
63,
44,
39,
60,
68,
49,
46,
77,
84,
74,
95,
132,
264,
170,
166,
366,
280,
202,
342,
355,
141,
150,
553,
190,
72,
49,
50,
39,
36,
28,
39,
22,
28,
22,
32,
27,
31,
30,
29,
30,
53,
45,
33,
37,
30,
27,
26,
19,
26,
29,
26,
25,
16,
14,
22,
19,
27,
28,
20,
19,
16,
18,
12,
10,
20,
27,
19,
18,
16,
29,
22,
32,
24,
27,
23,
28,
34,
34,
43,
42,
48,
45,
44,
17,
36,
35,
35,
33,
48,
65,
49,
47,
52,
30,
38,
71,
46,
29,
27,
45,
27,
33,
49,
48,
40,
42,
39,
39,
35,
49,
55,
72,
58,
62,
76,
38,
35,
41,
38,
24,
21,
32,
30,
40,
31,
32,
40,
36,
25,
55,
79,
65,
49,
50,
50,
45,
77,
60,
66,
76,
38,
46,
43,
51,
97,
105,
54,
73,
71,
34,
61,
55,
138,
45,
51,
41,
67,
51,
104,
123,
48,
56,
64,
55,
51,
66,
79,
55,
68,
89,
90,
72,
114,
77,
72,
73,
113,
83,
77,
103,
79,
59,
234,
474,
290,
213,
166,
136,
87,
103,
111,
100,
77,
338,
99,
72,
103,
105,
88,
62,
72,
90,
85,
82,
74,
82,
63,
67,
62,
61,
70,
86,
109,
83,
91,
90,
84,
64,
104,
91,
95,
86,
100,
82,
89,
138,
171,
158,
159,
149,
203,
145,
146,
135,
131,
125,
134,
136,
116,
152,
129,
104,
139,
389,
160,
152,
146,
119,
111,
144,
137,
121,
120,
78,
93,
232,
206,
143,
100,
82,
94,
126,
143,
94,
105,
90,
91,
102,
98,
106,
142,
153,
126,
103,
102,
91,
82,
87,
82,
70,
80,
74,
91,
75,
82,
100,
69,
82,
75,
76,
81,
92,
127,
88,
125,
96,
66,
102,
286,
82,
72,
86,
106,
84,
66,
95,
78,
64,
54,
68,
71,
62,
54,
65,
62,
90,
71,
53,
53,
253,
241,
52,
75,
113,
90,
76,
94,
107,
82,
71,
172,
192,
121,
150,
142,
100,
131,
165,
95,
127,
109,
120,
110,
125,
173,
110,
97,
71,
78,
91,
86,
85,
84,
151,
110,
79,
177,
205,
184,
150,
125,
174
] |
[
166,
163,
276,
253,
222,
284,
237,
261,
229,
380,
435,
500,
383,
622,
1171,
825,
1458,
3154,
1829,
1790,
3809,
5043,
1657,
1582,
7932,
2126,
786,
536,
424,
334,
252,
202,
209,
207,
181,
176,
136,
122,
111,
152,
134,
204,
189,
101,
148,
105,
109,
105,
106,
98,
76,
86,
83,
60,
61,
55,
58,
37,
70,
57,
54,
84,
59,
61,
46,
58,
76,
33,
44,
55,
64,
36,
71,
78,
53,
49,
39,
43,
55,
54,
58,
42,
71,
90,
59,
65,
53,
64,
218,
53,
65,
74,
67,
63,
57,
44
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 544.44%",
"予測される変化率: [カラム_0] 予測される変化率: -73.49%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.46倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 544.44%",
"Forecasted change rate: [column_0] Forecasted change rate: -73.49%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.46 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
200,
29,
13,
30,
18,
3,
26,
21,
23,
4,
2,
15,
43,
30,
70,
21,
20,
51,
38,
46,
10,
17,
11,
12,
12,
4,
10,
7,
12,
7,
5,
1,
4,
8,
5,
6,
6,
4,
14,
25,
4,
30,
20,
6,
7,
7,
12,
27,
15,
15,
9,
6,
4,
3,
9,
4,
6,
11,
6,
6,
14,
14,
3,
4,
9,
7,
4,
5,
6,
5,
6,
8,
5,
47,
15,
5,
5,
29,
9,
9,
4,
3,
11,
10,
9,
9,
10,
5,
5,
4,
9,
8,
8,
9,
4,
3,
17,
10,
4,
9,
17,
18,
2,
4,
15,
6,
7,
5,
6,
4,
8,
17,
19,
6,
9,
9,
59,
8,
5,
16,
23,
2,
6,
9,
5,
14,
4,
6,
5,
49,
39,
16,
3,
1,
5,
9,
10,
5,
6,
0,
9,
8,
3,
4,
10,
5,
7,
7,
5,
4,
7,
3,
10,
10,
16,
2,
4,
6,
10,
11,
26,
2,
44,
22,
10,
103,
4,
3,
8,
14,
16,
132,
82,
31,
122,
119,
63,
21,
29,
61,
10,
76,
56,
52,
19,
7,
12,
32,
6,
17,
11,
11,
26,
14,
10,
12,
10,
21,
24,
19,
10,
54,
28,
23,
28,
20,
30,
29,
13,
31,
26,
26,
17,
70,
36,
55,
35,
83,
92,
40,
95,
128,
24,
149,
278,
197,
277,
151,
125,
148,
275,
128,
89,
130,
219,
95,
112,
143,
59,
158,
111,
159,
108,
106,
112,
306,
293,
158,
322,
425,
130,
152,
209,
338,
197,
135,
168,
167,
302,
151,
231,
162,
95,
69,
259,
250,
335,
299,
192,
453,
158,
199,
272,
173,
70,
64,
81,
41,
86,
140,
111,
79,
42,
105,
29,
38,
50,
61,
46,
29,
38,
19,
20,
37,
31,
28,
55,
38,
53,
49,
45,
72,
27,
63,
44,
29,
38,
30,
44,
34,
48,
50,
35,
95,
42,
46,
22,
25,
31,
18,
98,
19,
19,
15,
35,
28,
39,
36,
42,
21,
23,
97,
20,
15,
23,
14,
24,
10,
23,
23,
23,
33,
11,
23,
16,
98,
14,
13,
10,
20,
34,
43,
38,
12,
22,
20,
27,
89,
57,
20,
18,
20,
33,
40,
17,
30,
12,
19,
13,
25,
20,
13,
14,
8,
23,
13,
13,
19,
25,
15,
24,
14,
22,
31,
14,
25,
23,
27,
22,
34,
13,
11,
19,
26,
19,
14,
15,
12,
34,
8,
59,
23,
32,
23,
16,
12,
22,
15,
16,
18,
39,
26,
9,
10,
26,
26,
12,
27,
6,
15,
9,
43,
22,
12,
19,
13,
19,
12,
14,
28,
13,
27,
14,
27,
20,
15,
13,
18,
21,
6,
15,
12,
31,
16,
18,
34,
17,
14,
20,
15,
11,
12,
19,
17,
15,
14,
16,
16,
16,
15,
8,
13,
32,
15,
20,
8,
23,
19,
15,
10,
23,
21,
22,
24,
15,
13,
20,
9,
10,
16,
9,
20,
12,
20,
19,
55,
28,
26,
13,
15,
15,
18,
15,
9,
33,
15,
10,
13,
18,
12,
48,
16,
8,
14,
11,
10,
6,
7,
13,
31,
7,
12
] |
[
12,
8,
17,
17,
10,
30,
10,
12,
16,
6,
123,
8,
11,
6,
14,
8,
29,
7,
36,
34,
8,
18,
8,
40,
39,
18,
21,
68,
14,
15,
11,
15,
14,
13,
25,
10,
13,
12,
13,
16,
9,
14,
13,
53,
13,
16,
21,
24,
6,
25,
8,
10,
10,
7,
31,
17,
13,
15,
31,
8,
11,
4,
11,
25,
9,
5,
23,
10,
10,
7,
4,
6,
26,
16,
14,
13,
45,
8,
34,
29,
35,
11,
31,
15,
8,
13,
17,
36,
12,
14,
10,
14,
16,
12,
20,
16
] |
[
"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: -94.00%",
"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1.58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: 68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: -94.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.58 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 68",
"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] ラグ 4 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 not 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 |
[
183,
204,
218,
245,
273,
227,
212,
270,
242,
248,
250,
326,
237,
236,
191,
183,
195,
255,
300,
232,
181,
215,
167,
217,
246,
243,
211,
211,
217,
210,
202,
286,
260,
228,
197,
223,
209,
225,
235,
327,
257,
192,
216,
195,
186,
226,
322,
265,
237,
210,
223,
214,
257,
372,
262,
181,
209,
230,
215,
217,
279,
187,
203,
251,
190,
208,
260,
315,
272,
202,
206,
193,
203,
259,
350,
209,
230,
239,
231,
189,
234,
317,
211,
192,
195,
208,
187,
260,
279,
262,
212,
206,
231,
185,
513,
455,
256,
200,
220,
228,
214,
287,
279,
242,
215,
231,
198,
196,
250,
303,
210,
213,
198,
234,
196,
258,
303,
235,
197,
225,
275,
193,
263,
383,
251,
245,
252,
226,
201,
265,
330,
219,
222,
244,
243,
217,
292,
1300,
286,
249,
263,
297,
253,
292,
373,
246,
258,
281,
208,
257,
274,
324,
217,
197,
194,
212,
194,
258,
337,
245,
200,
259,
232,
170,
273,
372,
241,
236,
218,
207,
194,
263,
322,
222,
242,
259,
301,
357,
370,
342,
256,
303,
244,
241,
298,
361,
336,
278,
261,
284,
241,
242,
382,
417,
286,
223,
281,
266,
247,
312,
390,
266,
262,
280,
247,
307,
379,
403,
263,
239,
230,
231,
239,
296,
304,
280,
310,
243,
208,
219,
305,
329,
264,
270,
274,
247,
233,
349,
526,
287,
301,
311,
277,
321,
400,
392,
319,
346,
333,
284,
313,
353,
391,
280,
249,
325,
305,
283,
380,
417,
302,
312,
269,
247,
253,
290,
390,
269,
253,
274,
200,
350,
302,
346,
251,
251,
221,
253,
372,
278,
358,
365,
260,
238,
217,
260,
344,
332,
279,
245,
280,
280,
288,
337,
435,
230,
299,
283,
261,
230,
321,
413,
267,
337,
245,
252,
218,
352,
460,
317,
322,
337,
285,
248,
307,
404,
240,
219,
188,
294,
214,
266,
315,
239,
239,
238,
280,
230,
456,
579,
474,
269,
310,
281,
959,
340,
390,
285,
344,
262,
282,
261,
391,
385,
323,
285,
267,
285,
265,
301,
426,
253,
247,
269,
214,
257,
264,
368,
266,
248,
222,
226,
248,
285,
383,
251,
233,
238,
191,
190,
292,
385,
227,
228,
235,
228,
191,
251,
294,
229,
244,
227,
222,
195,
259,
288,
216,
236,
216,
211,
204,
258,
249,
197,
199,
172,
215,
206,
243,
277,
232,
219,
184,
185,
222,
260,
369,
250,
265,
195,
249,
247,
241,
320,
242,
246,
215,
203,
224,
267,
308,
227,
231,
205,
217,
228,
269,
315,
237,
242,
225,
224,
175,
252,
286,
211,
239,
231,
229,
196,
317,
372,
248,
246,
239,
235,
213,
325,
355,
247,
210,
329,
247,
273,
308,
412,
223,
223,
241,
226,
215,
251,
322,
226,
243,
264,
211,
199,
255,
306,
323,
250,
268,
284,
227,
251,
330,
261,
253,
285,
195,
250,
264,
349,
286,
221,
237,
226,
22745,
2686,
820,
428,
362,
320,
246,
235,
310,
369,
238,
291,
292,
229,
210,
315,
379,
211,
224,
208,
215,
248,
305,
373,
260,
235,
319,
255,
191,
293,
353,
265,
255,
218
] |
[
217,
204,
285,
362,
203,
216,
212,
231,
201,
276,
352,
262,
209,
206,
223,
192,
260,
261,
219,
215,
179,
230,
234,
247,
283,
205,
194,
222,
199,
209,
269,
339,
309,
258,
191,
223,
280,
185,
246,
260,
229,
233,
215,
204,
314,
320,
227,
230,
251,
265,
215,
314,
395,
283,
274,
209,
215,
222,
254,
343,
241,
252,
240,
255,
198,
309,
316,
265,
257,
223,
225,
255,
261,
393,
276,
232,
246,
224,
244,
475,
453,
266,
243,
241,
217,
207,
281,
416,
250,
271,
246,
212,
229,
265,
509,
278
] |
[
"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: 19.13%",
"予測される変化率: [カラム_0] 予測される変化率: 28.11%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.98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: 19.13%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.11%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.98 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 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 64 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 64."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
11,
12,
10,
13,
19,
9,
16,
18,
38,
33,
11,
12,
8,
8,
22,
18,
17,
16,
13,
18,
16,
9,
8,
9,
6,
6,
10,
12,
7,
8,
9,
13,
13,
6,
9,
12,
9,
12,
10,
9,
10,
17,
11,
13,
10,
12,
11,
12,
17,
11,
60,
16,
8,
9,
20,
21,
13,
16,
14,
12,
14,
13,
9,
14,
13,
18,
12,
13,
14,
19,
15,
13,
15,
17,
18,
15,
18,
21,
17,
26,
31,
23,
10,
7,
5,
12,
32,
36,
20,
9,
15,
21,
14,
16,
32,
15,
27,
29,
22,
15,
25,
25,
20,
17,
16,
33,
29,
26,
17,
23,
24,
17,
30,
15,
24,
33,
24,
20,
19,
17,
33,
33,
27,
30,
25,
35,
20,
27,
15,
13,
16,
25,
20,
19,
23,
31,
32,
26,
23,
45,
36,
36,
27,
37,
22,
34,
28,
19,
31,
22,
28,
21,
19,
26,
39,
25,
24,
21,
20,
22,
28,
27,
30,
22,
17,
28,
32,
41,
33,
39,
36,
25,
35,
31,
32,
32,
27,
27,
26,
26,
37,
29,
33,
13,
15,
20,
26,
38,
32,
23,
26,
30,
28,
23,
31,
29,
23,
33,
26,
28,
31,
19,
31,
25,
22,
59,
20,
20,
31,
42,
29,
18,
31,
18,
17,
20,
160,
613,
16,
19,
17,
23,
21,
25,
24,
21,
24,
25,
26,
19,
18,
22,
33,
21,
24,
33,
14,
26,
27,
15,
19,
19,
26,
19,
24,
28,
16,
20,
20,
27,
38,
25,
34,
33,
21,
17,
23,
17,
25,
14,
25,
21,
28,
14,
41,
31,
25,
24,
26,
23,
22,
19,
48,
26,
43,
37,
52,
48,
46,
39,
67,
68,
45,
103,
117,
74,
68,
26,
53,
19,
18,
17,
28,
16,
49,
34,
36,
24,
22,
24,
22,
21,
19,
15,
14,
18,
19,
17,
19,
19,
32,
12,
16,
11,
20,
24,
23,
22,
25,
18,
20,
14,
27,
21,
17,
20,
23,
28,
26,
22,
32,
44,
23,
45,
27,
32,
30,
21,
20,
25,
20,
21,
22,
26,
22,
39,
32,
34,
48,
24,
31,
16,
18,
28,
30,
32,
27,
10,
21,
18,
15,
35,
22,
21,
25,
21,
16,
23,
33,
44,
86,
135,
92,
11,
79,
21,
64,
80,
92,
79,
113,
70,
7,
98,
74,
79,
89,
56,
13,
24,
14,
18,
12,
13,
22,
17,
13,
24,
19,
46,
39,
33,
28,
42,
48,
16,
24,
36,
34,
19,
28,
19,
32,
28,
31,
45,
25,
19,
24,
45,
37,
30,
53,
22,
28,
22,
28,
14,
26,
28,
17,
18,
22,
16,
28,
17,
16,
16,
17,
12,
19,
23,
18,
16,
18,
16,
19,
49,
72,
20,
17,
14,
9,
12,
15,
23,
28,
16,
13,
14,
21,
11,
14,
14,
19,
23,
27,
23,
20,
22,
22,
13,
34,
20,
13,
20,
19,
25,
29,
25,
19,
32,
3374,
30,
25,
22,
23,
40,
34,
26,
24,
52,
26,
22,
15,
28,
27,
24,
21,
14,
28,
31,
18,
19,
16,
26,
29,
23,
26,
49,
33,
46
] |
[
33,
29,
31,
44,
32,
41,
30,
25,
21,
21,
29,
42,
37,
30,
37,
23,
19,
21,
38,
20,
34,
71,
40,
42,
31,
30,
42,
21,
26,
21,
34,
21,
38,
29,
30,
27,
30,
18,
32,
26,
26,
14,
29,
31,
31,
16,
20,
30,
23,
24,
19,
31,
26,
26,
24,
28,
26,
32,
20,
26,
19,
23,
22,
18,
46,
19,
22,
22,
15,
19,
17,
14,
21,
17,
20,
23,
18,
59,
90,
73,
54,
22,
54,
18,
61,
23,
16,
22,
21,
28,
32,
27,
30,
66,
29,
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: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 318.18%",
"予測される変化率: [カラム_0] 予測される変化率: -3.03%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.19倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 318.18%",
"Forecasted change rate: [column_0] Forecasted change rate: -3.03%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.19 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"Turning points: [column_0] Turning points in forecast period: 64",
"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 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 58 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 58."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
22,
33,
20,
26,
20,
30,
28,
30,
27,
14,
24,
34,
25,
28,
56,
56,
34,
31,
47,
31,
32,
36,
22,
18,
46,
17,
32,
39,
23,
37,
40,
21,
30,
29,
28,
25,
30,
29,
31,
29,
28,
34,
31,
41,
42,
27,
28,
30,
19,
27,
15,
20,
25,
21,
41,
36,
32,
31,
33,
24,
35,
28,
21,
30,
19,
17,
30,
32,
31,
23,
28,
30,
27,
18,
32,
29,
38,
23,
13,
25,
27,
31,
30,
27,
30,
17,
32,
33,
31,
22,
25,
25,
22,
41,
26,
31,
31,
19,
32,
34,
24,
34,
51,
38,
70,
35,
33,
34,
34,
38,
27,
34,
33,
23,
28,
44,
32,
28,
36,
27,
48,
68,
38,
45,
49,
38,
36,
62,
104,
88,
73,
61,
32,
35,
41,
48,
30,
32,
49,
45,
38,
34,
24,
26,
44,
31,
32,
25,
31,
29,
34,
37,
35,
23,
33,
36,
34,
30,
39,
72,
34,
37,
52,
35,
54,
48,
56,
45,
47,
71,
62,
94,
113,
68,
50,
57,
50,
49,
74,
62,
79,
85,
61,
72,
78,
156,
114,
200,
399,
296,
171,
115,
93,
84,
118,
106,
69,
60,
51,
64,
52,
53,
62,
58,
71,
71,
66,
66,
52,
58,
79,
68,
43,
50,
50,
77,
100,
86,
60,
70,
76,
87,
83,
68,
73,
94,
79,
64,
66,
80,
80,
61,
68,
59,
101,
63,
60,
50,
53,
51,
58,
93,
84,
78,
46,
123,
70,
60,
52,
33,
96,
55,
58,
65,
58,
62,
63,
65,
59,
80,
79,
70,
63,
78,
63,
60,
58,
94,
54,
70,
100,
109,
114,
90,
102,
138,
127,
109,
101,
102,
114,
109,
97,
118,
158,
147,
104,
113,
127,
234,
148,
147,
145,
239,
180,
164,
196,
239,
265,
258,
339,
200,
288,
501,
464,
279,
248,
388,
513,
710,
2109,
899,
969,
996,
1166,
989,
905,
1004,
1411,
1273,
1627,
2983,
1793,
2077,
1617,
2330,
6499,
5867,
2955,
1403,
920,
603,
965,
355,
380,
355,
291,
298,
271,
196,
221,
180,
202,
209,
177,
158,
185,
169,
194,
135,
171,
158,
118,
113,
130,
155,
166,
174,
161,
133,
106,
143,
147,
142,
107,
109,
95,
121,
113,
148,
180,
142,
137,
155,
114,
156,
205,
152,
139,
112,
112,
73,
89,
99,
123,
144,
119,
167,
136,
110,
128,
199,
304,
143,
113,
103,
86,
107,
109,
81,
85,
168,
87,
111,
121,
166,
123,
118,
110,
86,
93,
113,
134,
109,
126,
108,
102,
126,
168,
146,
120,
120,
125,
112,
109,
145,
228,
172,
144,
177,
141,
241,
237,
206,
184,
284,
220,
177,
180,
173,
151,
157,
226,
282,
191,
310,
284,
327,
249,
443,
367,
223,
593,
354,
255,
246,
179,
286,
152,
142,
163,
114,
159,
124,
124,
88,
102,
116,
123,
127,
147,
115,
129,
118,
130,
135,
115,
103,
133,
174,
116,
129,
143,
109,
126,
145,
129,
139,
168,
172,
168,
141,
162,
196,
261,
185,
170,
167,
148,
152,
103,
161,
149,
114,
113,
130,
129,
130,
125,
140,
122,
133
] |
[
164,
119,
115,
142,
159,
237,
208,
207,
230,
151,
181,
181,
167,
184,
203,
185,
217,
222,
293,
244,
254,
452,
315,
334,
339,
356,
275,
290,
220,
191,
227,
268,
454,
587,
561,
490,
546,
428,
640,
731,
882,
880,
970,
1369,
609,
474,
539,
497,
411,
415,
536,
358,
353,
438,
363,
335,
462,
349,
299,
339,
359,
372,
387,
362,
282,
342,
362,
369,
468,
368,
412,
348,
346,
421,
709,
512,
585,
635,
516,
563,
982,
698,
513,
441,
402,
372,
355,
378,
345,
398,
355,
251,
343,
428,
381,
383
] |
[
"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: 504.55%",
"予測される変化率: [カラム_0] 予測される変化率: 133.54%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.12倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 504.55%",
"Forecasted change rate: [column_0] Forecasted change rate: 133.54%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.12 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
195,
193,
228,
333,
321,
230,
259,
261,
211,
254,
332,
323,
208,
212,
245,
230,
269,
531,
407,
269,
8418,
5373,
1146,
637,
677,
700,
428,
416,
410,
399,
367,
447,
509,
279,
335,
326,
314,
362,
379,
416,
271,
251,
294,
283,
308,
413,
386,
286,
230,
251,
261,
327,
392,
367,
245,
291,
250,
266,
287,
394,
455,
288,
251,
236,
232,
279,
331,
346,
200,
220,
214,
496,
367,
587,
490,
261,
262,
251,
244,
224,
298,
374,
254,
156,
211,
190,
249,
308,
293,
216,
171,
206,
165,
193,
329,
269,
198,
247,
241,
261,
229,
317,
301,
244,
199,
214,
190,
299,
465,
430,
267,
213,
188,
236,
305,
255,
359,
217,
264,
240,
222,
234,
247,
306,
195,
179,
181,
231,
248,
312,
343,
249,
227,
455,
318,
756,
441,
392,
1573,
477,
307,
325,
312,
400,
453,
310,
248,
208,
267,
276,
316,
588,
492,
295,
335,
265,
272,
355,
434,
301,
262,
271,
285,
337,
394,
372,
306,
277,
359,
253,
266,
368,
428,
277,
254,
296,
488,
581,
517,
380,
311,
327,
330,
294,
507,
449,
341,
292,
305,
320,
302,
258,
391,
400,
272,
217,
430,
278,
343,
403,
824,
414,
418,
332,
361,
356,
431,
418,
254,
268,
251,
265,
307,
372,
375,
267,
247,
274,
299,
280,
355,
386,
259,
236,
204,
253,
296,
296,
335,
216,
232,
201,
233,
263,
345,
352,
261,
226,
245,
237,
271,
316,
369,
255,
256,
251,
745,
633,
472,
787,
409,
299,
246,
249,
258,
373,
397,
210,
229,
235,
246,
412,
375,
427,
202,
203,
226,
606,
698,
450,
631,
407,
263,
201,
264,
280,
323,
324,
260,
243,
218,
286,
261,
366,
365,
232,
250,
262,
207,
267,
382,
333,
232,
248,
181,
163,
243,
318,
343,
195,
239,
215,
221,
209,
267,
312,
200,
226,
203,
328,
293,
299,
295,
201,
198,
206,
223,
231,
251,
372,
430,
252,
264,
269,
290,
288,
424,
244,
270,
263,
287,
243,
363,
290,
191,
261,
274,
239,
249,
298,
345,
249,
200,
175,
207,
220,
309,
306,
198,
196,
254,
370,
437,
480,
458,
233,
194,
192,
188,
206,
300,
256,
187,
209,
210,
225,
239,
249,
360,
164,
227,
228,
191,
212,
402,
317,
190,
196,
252,
193,
218,
253,
319,
198,
189,
205,
230,
197,
267,
269,
224,
195,
211,
186,
202,
254,
340,
186,
203,
198,
226,
219,
241,
252,
244,
235,
240,
237,
246,
252,
255,
213,
210,
187,
222,
222,
281,
298,
186,
240,
215,
211,
210,
272,
235,
205,
212,
181,
189,
238,
305,
340,
179,
201,
182,
209,
186,
279,
277,
198,
264,
210,
522,
417,
512,
337,
222,
205,
224,
207,
238,
269,
255,
239,
219,
175,
204,
327,
415,
358,
269,
192,
194,
192,
231,
291,
261,
159,
160,
155,
590,
489,
284,
314,
204,
185,
185,
201,
209,
267,
293,
200,
190,
190,
195,
211,
263,
308,
235,
253,
175,
260,
292,
360,
281,
201,
160,
150,
215,
269,
337,
352,
547,
332,
267,
272,
323,
287,
294,
224,
228,
270
] |
[
197,
213,
267,
263,
193,
193,
145,
223,
211,
250,
244,
175,
215,
153,
196,
227,
342,
310,
215,
173,
199,
207,
206,
327,
381,
204,
205,
197,
230,
214,
397,
431,
379,
271,
250,
314,
250,
263,
305,
218,
243,
203,
238,
271,
278,
314,
216,
211,
253,
271,
268,
361,
303,
233,
211,
250,
244,
256,
237,
392,
272,
218,
213,
204,
256,
369,
1388,
9792,
10479,
3266,
1617,
1469,
1426,
1168,
641,
481,
427,
395,
443,
580,
591,
293,
275,
282,
273,
293,
347,
366,
236,
245,
259,
285,
309,
414,
596,
278
] |
[
"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: 38.46%",
"予測される変化率: [カラム_0] 予測される変化率: 41.12%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.96倍)",
"トレンド: [カラム_0] トレンドの変化: 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: 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: 38.46%",
"Forecasted change rate: [column_0] Forecasted change rate: 41.12%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.96 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 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 40 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 40."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
186,
142,
225,
229,
226,
300,
587,
182,
172,
119,
131,
127,
136,
181,
139,
207,
150,
127,
155,
175,
180,
276,
281,
140,
101,
165,
123,
133,
122,
130,
117,
93,
99,
120,
193,
133,
190,
158,
159,
151,
210,
132,
159,
153,
168,
163,
151,
142,
126,
133,
135,
127,
148,
198,
153,
153,
161,
123,
137,
128,
161,
114,
157,
132,
117,
130,
144,
127,
126,
155,
117,
136,
115,
186,
157,
167,
113,
161,
199,
172,
134,
143,
124,
193,
276,
257,
1003,
425,
290,
251,
247,
238,
208,
178,
153,
184,
153,
144,
159,
300,
175,
181,
174,
141,
154,
123,
144,
157,
147,
140,
126,
152,
122,
140,
115,
124,
161,
145,
238,
153,
135,
127,
274,
139,
258,
397,
181,
173,
151,
128,
218,
164,
155,
104,
135,
86,
156,
141,
156,
162,
123,
128,
97,
107,
107,
200,
146,
142,
163,
104,
117,
93,
112,
102,
136,
94,
112,
108,
160,
142,
105,
149,
323,
202,
154,
163,
129,
115,
130,
127,
157,
123,
139,
120,
138,
336,
112,
305,
248,
125,
157,
184,
156,
100,
125,
144,
91,
174,
149,
329,
206,
120,
168,
105,
169,
138,
177,
151,
120,
137,
127,
135,
187,
133,
127,
153,
161,
141,
167,
169,
145,
143,
138,
150,
139,
87,
147,
163,
160,
87,
112,
94,
129,
95,
185,
123,
105,
110,
109,
112,
150,
144,
151,
103,
153,
155,
108,
178,
100,
125,
141,
125,
203,
127,
136,
112,
110,
138,
239,
149,
192,
148,
202,
172,
157,
119,
107,
124,
108,
120,
95,
112,
119,
90,
96,
78,
89,
115,
98,
116,
113,
74,
80,
108,
98,
124,
116,
110,
115,
240,
161,
109,
132,
121,
120,
126,
215,
158,
616,
326,
217,
181,
177,
154,
131,
117,
185,
236,
206,
199,
175,
153,
218,
153,
166,
136,
116,
128,
207,
165,
174,
138,
118,
202,
164,
161,
121,
161,
166,
153,
123,
173,
132,
157,
111,
178,
141,
141,
146,
130,
122,
164,
137,
144,
170,
144,
161,
602,
258,
641,
215,
458,
274,
225,
224,
301,
300,
248,
257,
395,
297,
486,
318,
242,
172,
166,
206,
219,
216,
195,
408,
200,
179,
211,
211,
349,
384,
315,
319,
412,
420,
358,
306,
295,
322,
331,
339,
348,
308,
290,
340,
328,
419,
417,
5255,
2289,
1120,
833,
735,
808,
639,
888,
947,
1193,
2506,
2226,
1981,
2561,
2858,
2927,
1943,
1585,
1531,
1666,
1540,
1311,
1322,
1240,
1354,
1287,
1227,
1242,
1241,
1239,
1088,
1317,
1060,
1298,
1064,
888,
816,
755,
724,
966,
945,
1076,
904,
793,
705,
687,
696,
858,
799,
689,
906,
638,
563,
602,
523,
510,
530,
500,
450,
430,
410,
421,
419,
468,
368,
367,
393,
364,
269,
298,
242,
283,
252,
230,
235,
273,
286,
269,
258,
213,
175,
222,
223,
266,
235,
220,
181,
205,
224,
237,
239,
272,
270,
187,
156,
167,
202,
211,
176,
165,
182,
186,
185,
220,
212,
225,
347,
515,
234,
273,
241,
315,
213,
117,
143,
203,
162,
167,
160,
158,
190,
177,
185,
146,
191,
189,
208,
165
] |
[
186,
167,
187,
244,
195,
185,
159,
218,
149,
207,
152,
149,
191,
181,
161,
171,
144,
184,
167,
410,
216,
248,
168,
379,
184,
390,
233,
172,
142,
232,
173,
325,
228,
181,
152,
185,
190,
307,
159,
189,
162,
414,
223,
230,
236,
180,
179,
357,
211,
207,
169,
222,
236,
286,
193,
359,
200,
257,
138,
164,
182,
204,
143,
181,
363,
179,
178,
218,
179,
178,
192,
171,
180,
147,
178,
168,
155,
176,
137,
156,
312,
131,
148,
132,
173,
126,
184,
124,
162,
190,
139,
162,
150,
152,
120,
154
] |
[
"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: -11.29%",
"予測される変化率: [カラム_0] 予測される変化率: -17.20%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 70個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -11.29%",
"Forecasted change rate: [column_0] Forecasted change rate: -17.20%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.39 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 70",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 84.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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 |
[
9,
8,
2,
7,
126,
39,
14,
17,
3,
9,
3,
3,
16,
17,
15,
4,
5,
3,
8,
7,
6,
6,
8,
4,
7,
3,
2,
12,
11,
5,
3,
6,
8,
4,
6,
12,
5,
6,
9,
7,
8,
8,
2,
3,
8,
6,
5,
8,
7,
13,
1,
6,
4,
2,
7,
0,
3,
10,
8,
6,
9,
6,
15,
14,
11,
11,
7,
10,
6,
9,
9,
7,
16,
4,
9,
23,
23,
9,
8,
13,
12,
10,
6,
8,
7,
11,
2,
5,
9,
6,
37,
22,
9,
10,
10,
17,
23,
13,
13,
9,
23,
9,
6,
6,
11,
7,
11,
7,
2,
8,
6,
6,
7,
5,
9,
4,
8,
5,
7,
13,
5,
4,
13,
9,
4,
11,
10,
9,
3,
5,
6,
8,
10,
3,
7,
14,
2,
5,
6,
11,
4,
7,
7,
4,
4,
9,
30,
10,
4,
10,
5,
13,
7,
7,
18,
7,
5,
6,
3,
3,
7,
4,
6,
13,
5,
6,
6,
12,
4,
3,
6,
3,
4,
7,
4,
7,
2,
3,
9,
4,
5,
2,
2,
8,
7,
5,
5,
5,
4,
11,
7,
10,
2,
8,
10,
7,
7,
4,
7,
11,
6,
8,
3,
5,
15,
4,
4,
12,
9,
10,
6,
25,
9,
6,
11,
10,
9,
14,
11,
9,
11,
4,
9,
125,
40,
10,
13,
10,
8,
8,
6,
8,
16,
14,
13,
12,
7,
13,
29,
17,
17,
12,
6,
9,
10,
11,
17,
7,
9,
12,
6,
9,
7,
6,
8,
10,
8,
8,
57,
16,
8,
6,
3,
10,
4,
10,
5,
3,
6,
3,
6,
7,
1,
38,
15,
9,
9,
4,
5,
11,
7,
12,
2,
6,
8,
7,
4,
11,
5,
5,
5,
3,
6,
12,
25,
20,
4,
11,
7,
4,
5,
7,
7,
6,
8,
3,
7,
5,
11,
6,
4,
4,
5,
9,
14,
9,
6,
6,
8,
9,
10,
8,
11,
5,
4,
3,
9,
10,
29,
15,
6,
8,
12,
3,
5,
28,
6,
7,
4,
11,
16,
13,
57,
13,
8,
4,
3,
4,
6,
22,
13,
7,
33,
9,
61,
10,
10,
13,
11,
22,
5,
4,
6,
8,
7,
5,
8,
7,
12,
5,
272,
45,
52,
39,
7,
5,
13,
11,
16,
47,
33,
10,
25,
25,
16,
10,
5,
7,
7,
5,
9,
6,
9,
7,
6,
18,
11,
26,
2,
10,
1,
5,
3,
3,
7,
5,
11,
7,
4,
2,
5,
4,
11,
6,
7,
2,
1,
10,
3,
5,
30,
7,
5,
4,
11,
9,
4,
2,
6,
8,
3,
5,
5,
6,
9,
7,
5,
30,
5,
3,
9,
4,
7,
6,
6,
6,
54,
17,
8,
13,
9,
9,
4,
6,
7,
6,
10,
0,
6,
4,
6,
6,
9,
4,
4,
7,
6,
5,
9,
4,
6,
4,
3,
6,
20,
7,
7,
5,
10,
2,
8,
6,
12,
7,
9,
6,
9,
9,
7,
7,
6,
0,
7,
7,
13,
9,
8,
6,
14,
4,
6,
6,
10,
8,
19,
14,
9,
4,
9,
5,
5,
5
] |
[
6,
7,
9,
6,
9,
31,
13,
8,
6,
6,
5,
13,
4,
8,
7,
8,
4,
4,
4,
4,
3,
16,
30,
14,
10,
5,
11,
13,
11,
14,
8,
6,
13,
164,
2,
4,
10,
6,
4,
8,
6,
6,
6,
13,
1,
5,
6,
6,
8,
8,
7,
43,
4,
7,
9,
10,
5,
3,
18,
4,
14,
6,
19,
15,
46,
13,
16,
14,
19,
13,
3,
24,
164,
9,
11,
7,
9,
14,
18,
6,
6,
17,
116,
19,
34,
10,
9,
9,
11,
35,
19,
11,
20,
19,
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: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -44.44%",
"予測される変化率: [カラム_0] 予測される変化率: 83.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.62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: -44.44%",
"Forecasted change rate: [column_0] Forecasted change rate: 83.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.62 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 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 82 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
7167,
11500,
23099,
9671,
7756,
8613,
8869,
2891,
2431,
2278,
1750,
1372,
2682,
1417,
1078,
1684,
1474,
1347,
1219,
966,
941,
541,
1079,
1188,
1112,
1299,
1595,
984,
827,
564,
814,
761,
699,
2796,
2210,
1523,
1260,
543,
750,
699,
533,
387,
253,
341,
512,
382,
388,
696,
558,
298,
384,
384,
378,
410,
412,
303,
197,
633,
374,
455,
447,
347,
255,
260,
182,
309,
343,
423,
392,
385,
173,
190,
260,
310,
232,
274,
236,
127,
197,
233,
316,
410,
298,
219,
138,
217,
237,
230,
198,
186,
166,
152,
163,
315,
231,
1064,
219,
219,
186,
204,
247,
396,
254,
231,
141,
145,
220,
363,
273,
292,
332,
528,
330,
405,
513,
455,
321,
288,
222,
219,
230,
331,
348,
297,
319,
333,
197,
268,
331,
407,
378
] |
[
421,
360,
214,
324,
350,
353,
357,
278,
218,
212,
476,
303,
397,
263,
305,
226,
210,
361,
395,
413,
422,
279,
203,
164,
225,
383,
313,
227,
187,
116,
73,
123,
131,
234,
209,
192,
256,
228,
296,
374,
275,
291,
559,
293,
263,
381,
373,
382,
314,
331,
198,
159,
213,
247,
266,
235,
235,
126,
130,
191,
303,
231,
216,
306,
195,
196,
183,
258,
243,
256,
326,
190,
134,
178,
195,
197,
245,
230,
208,
159,
217,
285,
203,
162,
162,
180,
183,
162,
259,
313,
236,
439,
240,
168,
178,
195
] |
[
"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: -94.73%",
"予測される変化率: [カラム_0] 予測される変化率: -53.68%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.60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: 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: downward",
"Historical change rate: [column_0] Historical change rate: -94.73%",
"Forecasted change rate: [column_0] Forecasted change rate: -53.68%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.60 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"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 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 88 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 84.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
520,
626,
390,
381,
411,
606,
529,
496,
457,
405,
352,
387,
598,
548,
526,
580,
557,
580,
474,
666,
657,
638,
721,
815,
649,
650,
938,
942,
3543,
5051,
2778,
2114,
1867,
1918,
1462,
1265,
1075,
830,
738,
869,
1041,
995,
889,
741,
695,
612,
708,
899,
752,
835,
1046,
1092,
702,
800,
808,
820,
816,
749,
881,
864,
932,
1081,
1114,
1120,
2067,
1807,
1306,
1301,
1444,
1451,
1170,
1156,
1045,
888,
1099,
1679,
3046,
1984,
1513,
1548,
1133,
1528,
2268,
1945,
1508,
1289,
1317,
1109,
1103,
1349,
1350,
1120,
1073,
1068,
1039,
1082,
1226,
1349,
1220,
1006,
1126,
897,
1068,
1443,
1279,
1154,
1095,
1186,
1033,
1133,
1313,
1290,
1530,
2822,
2330,
1488,
1496,
2207,
2925,
2792,
3740,
2906,
1813,
2026,
3342,
5180,
6632,
6386,
8121,
5527,
5621,
7290,
6744,
6680,
5861,
6291,
5181,
5641,
6246,
5510,
5454,
6026,
7236,
7031,
7769,
8210,
7854,
7703,
8096,
6739,
8203,
9781,
8958,
7877,
8322,
6590,
6107,
6218,
7768,
10430,
8346,
7712,
13043,
9380,
6915,
7232,
7983,
5696,
5391,
5621,
5327,
4797,
5228,
5936,
5495,
8988,
11036,
8577,
10268,
9857,
10197,
8790,
8885,
7065,
7545,
9131,
9604,
11020,
8690,
8258,
8119,
10165,
9501,
11808,
24181,
11967,
10886,
39834,
24836,
16896,
17567,
26063,
18123,
15030,
14881,
13468,
13136,
13641,
13718,
10869,
10831,
10809,
11429,
12369,
24967,
17372,
13024,
13207,
11873,
12469,
12631,
14334,
12827,
11140,
11619,
11022,
10592,
11412,
14406,
14509,
10891,
10133,
10939,
12194,
12551,
14075,
14436,
13142,
14446,
13972,
16032,
19246,
31425,
392493,
101198,
55841,
39059,
30558,
30646,
31865,
27789,
16828,
13948,
12484,
12600,
14322,
17378,
14953,
10281,
9274,
8653,
8438,
9484,
10946,
9874,
7789,
8271,
8295,
8909,
9684,
10501,
12110,
7909,
6787,
6100,
6362,
7630,
8574,
7768,
6003,
5816,
5482,
5344,
6465,
7579,
6729,
5125,
4980,
4642,
4964,
5517,
6269,
5759,
4665,
4359,
4291,
4568,
4933,
5550,
4926,
4064,
3711,
3772,
3981,
4633,
7607,
6156,
4978,
4164,
3954,
4193,
4587,
5279,
4993,
3941,
3511,
3437,
3564,
4092,
7264,
4711,
3780,
3585,
3300,
3798,
4661,
4802,
4968,
4220,
3645,
3650,
3766,
3869,
4222,
4210,
4035,
3479,
3199,
3207,
3832,
4231,
3732,
3105,
3000,
3791,
3443,
3327,
3844,
3293,
3280,
2910,
2810,
2692,
3068,
3477,
3103,
2779,
3030,
4382,
4892,
6275,
8361,
7200,
6437,
6469,
5844,
6822,
6885,
7438,
7621,
7472,
5312,
4970,
4705,
4984,
5506,
5784,
4746,
4098,
3779,
3695,
3828,
4357,
4466,
3426,
3359,
3104,
3047,
3226,
4002,
4058,
3215,
3034,
2930,
2812,
3116,
3335,
3481,
2959,
2797,
2721,
2906,
2621,
2946,
7695,
6189,
4212,
3461,
3265,
3136,
3662,
3626,
3296,
3200,
2836,
2967,
3154,
3673,
3849,
3270,
2979,
3001,
2850,
3307,
3660,
3440,
3082,
3004,
2790,
2793,
2808,
3105,
3324,
3281,
2756,
2697,
3002,
3731,
3128,
2989,
3095,
2736,
2470,
2642,
3324,
3543,
3190,
2841,
2534,
2685,
2757,
2546,
3117,
2864,
2729,
2620,
2378,
2458,
2708,
3037,
3073,
2722,
2606,
2541,
2628,
2880,
3120,
2829,
2516,
2314,
2479,
2522,
2443,
3028,
2921,
2536,
2228,
2269,
2459,
2463,
2861,
2754,
2401,
2545,
2471,
2442,
2422,
2643,
2789,
2504,
2546,
2472,
2480,
2619,
2956,
2976,
2339,
1780,
2163,
2274,
2356,
2739,
2782,
2414,
2467,
2601,
2530,
2459,
2761,
2785,
2601,
2637
] |
[
2384,
2623,
2997,
3332,
3253,
2797,
2879,
2735,
2515,
2487,
2934,
2945,
2766,
2566,
2421,
2687,
2422,
2808,
3092,
2636,
2675,
2886,
2587,
2762,
2861,
3013,
2676,
2685,
2787,
2495,
2468,
2443,
2960,
3255,
3297,
3625,
3473,
2995,
3191,
3741,
3717,
3422,
3308,
3215,
3404,
3771,
4487,
3481,
2973,
2988,
2989,
3135,
3436,
3176,
2924,
2655,
2395,
2583,
2692,
2833,
2956,
3761,
3541,
2948,
2731,
2903,
3148,
3467,
2795,
2640,
2401,
2494,
2793,
2960,
3046,
2700,
2417,
2577,
2572,
2522,
2767,
2838,
2377,
2551,
2468,
2582,
2721,
2948,
3169,
3067,
2960,
2942,
3367,
3589,
4761,
13853
] |
[
"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: 407.12%",
"予測される変化率: [カラム_0] 予測される変化率: 481.08%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.89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: 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: 407.12%",
"Forecasted change rate: [column_0] Forecasted change rate: 481.08%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.89 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 39",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 68 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1127,
1032,
792,
497,
590,
953,
1106,
1098,
835,
682,
499,
623,
904,
1013,
1442,
861,
662,
428,
512,
798,
814,
974,
900,
677,
421,
590,
886,
827,
952,
846,
3243,
461,
500,
631,
1190,
1338,
962,
930,
572,
644,
920,
1329,
1506,
1517,
1164,
622,
803,
1303,
1667,
2157,
1995,
1572,
937,
1282,
2514,
4418,
3945,
3630,
2564,
1332,
2047,
3111,
3966,
3863,
3417,
2311,
1275,
1748,
2818,
3536,
3035,
2733,
1997,
1105,
1463,
2089,
2111,
2073,
2344,
1946,
1127,
1543,
2400,
2840,
2622,
2365,
1615,
1072,
1608,
2049,
2348,
2753,
2034,
1827,
1006,
1306,
1922,
2401,
2219,
2015,
1542,
1074,
1387,
1949,
2206,
2359,
2496,
1879,
1122,
1473,
2031,
2412,
5132,
2111,
1488,
989,
1346,
1862,
2183,
1912,
1632,
1136,
678,
793,
1280,
1596,
1880,
1681,
1359,
886,
1197,
1674,
1699,
1607,
1561,
1121,
786,
1030,
1351,
1605,
1589,
1562,
1105,
864,
1044,
1459,
1594,
1535,
1221,
967,
652,
871,
1116,
1154,
1038,
1061,
850,
515,
684,
949,
983,
1128,
1140,
751,
475,
647,
996,
839,
793,
638,
432,
230,
259,
330,
342,
208,
104,
67,
162,
168,
239,
256,
195,
128,
79,
212,
261,
429,
537,
582,
667,
602,
409,
547,
1016,
1551,
1636,
1452,
1061,
642,
744,
1174,
1508,
1726,
1665,
1333,
819,
1001,
1568,
2127,
2366,
2175,
1619,
1085,
1500,
35064,
2557,
2941,
2650,
2164,
1328,
1710,
2282,
2927,
2952,
2858,
2034,
1423,
1948,
2984,
3255,
3355,
3069,
2515,
1677,
2408,
3227,
3652,
3507,
2936,
2109,
1314,
1777,
2634,
3333,
3316,
3206,
2188,
1346,
1916,
2708,
3094,
2830,
2615,
2001,
1383,
1970,
2397,
2747,
2597,
2422,
1620,
880,
978,
1255,
1410,
1211,
843,
863,
1089,
1427,
2074,
2363,
2239,
2198,
1721,
1221,
1713,
2337,
2659,
2787,
2593,
1802,
1229,
1776,
2256,
2419,
2399,
2371,
1777,
1066,
1541,
2123,
2440,
2289,
2123,
1632,
1148,
1484,
1984,
2090,
2196,
1704,
1374,
1023,
1159,
1969,
2067,
2791,
1691,
1299,
987,
1201,
1667,
1790,
1822,
1673,
1256,
952,
1224,
1546,
1964,
1916,
1678,
1242,
1045,
1353,
1590,
1893,
1782,
1632,
1140,
906,
1103,
1644,
1685,
1703,
1644,
1275,
904,
1050,
1500,
1599,
1536,
1426,
1128,
715,
947,
1149,
1393,
1333,
1108,
936,
679,
668,
1059,
1239,
1290,
1002,
857,
595,
699,
961,
971,
1085,
941,
838,
558,
687,
998,
1059,
1072,
1007,
800,
565,
703,
844,
889,
1019,
1018,
691,
489,
591,
798,
783,
958,
952,
658,
479,
534,
850,
838,
877,
779,
693,
473,
453,
788,
889,
961,
949,
748,
497,
662,
1061,
1296,
1459,
1236,
977,
564,
674,
1155,
1398,
1508,
1578,
1326,
1052,
1059,
1695,
2350,
2781,
2522,
2044,
1125,
1581,
2664,
3156,
3101,
2979,
2110,
1346,
1813,
2878,
3207,
2854,
2695,
2088,
1182,
1579,
2298,
2579,
2316,
1831,
1116,
992,
1266,
2096,
2531,
2276,
2011,
1507,
1150,
1501,
2155,
2416,
2353,
2167,
1517,
935,
1321,
1961,
2188,
2201,
1843,
1438,
916,
1254,
1826,
1878,
1962,
1784,
1369,
1005,
1221,
1808,
2271,
2022,
1838,
1230,
912,
1213,
1708,
1868,
1722,
1549,
1168,
829,
1052,
1338,
1402,
1365,
1433,
1139,
876,
1077,
1434,
1758,
1649,
1439,
1228,
768,
1024,
1475,
1622,
1523,
1435,
1095,
716,
939,
1176,
1341,
1407
] |
[
1234,
998,
685,
999,
1133,
1230,
1195,
1079,
805,
689,
804,
1008,
1041,
1042,
879,
699,
465,
599,
801,
919,
819,
670,
408,
254,
303,
431,
358,
352,
250,
159,
106,
49,
208,
232,
236,
208,
167,
92,
88,
270,
398,
494,
525,
401,
269,
357,
664,
1034,
1103,
957,
758,
515,
648,
983,
1239,
1280,
1301,
1148,
686,
870,
1202,
1558,
1747,
1646,
1372,
891,
1260,
1523,
1969,
2287,
2124,
1521,
949,
1232,
1842,
2380,
2778,
2833,
2031,
1392,
1792,
2394,
2506,
2537,
2413,
1861,
1365,
1771,
2443,
2936,
2948,
2541,
1892,
1197,
1487,
2054
] |
[
"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: 24.84%",
"予測される変化率: [カラム_0] 予測される変化率: 66.45%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.05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: 27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: 24.84%",
"Forecasted change rate: [column_0] Forecasted change rate: 66.45%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.05 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 27",
"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 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 |
[
166,
151,
108,
132,
139,
161,
137,
130,
141,
287,
219,
158,
138,
133,
145,
134,
119,
119,
141,
139,
126,
116,
85,
87,
81,
78,
145,
147,
120,
92,
118,
116,
117,
124,
148,
99,
81,
122,
136,
179,
126,
89,
130,
122,
102,
141,
170,
148,
126,
104,
86,
105,
110,
141,
117,
109,
98,
108,
119,
98,
119,
111,
86,
99,
82,
394,
210,
139,
383,
97,
98,
109,
355,
147,
230,
141,
252,
181,
195,
245,
333,
154,
103,
98,
106,
110,
111,
90,
132,
263,
118,
98,
86,
91,
124,
137,
345,
121,
121,
78,
106,
177,
153,
111,
122,
156,
128,
144,
125,
178,
106,
136,
114,
214,
120,
236,
165,
90,
111,
117,
98,
96,
200,
147,
109,
136,
151,
130,
98,
142,
165,
93,
143,
132,
123,
153,
136,
125,
130,
131,
136,
144,
139,
167,
194,
163,
141,
126,
113,
152,
178,
192,
141,
177,
169,
121,
279,
424,
607,
289,
230,
247,
203,
223,
264,
252,
194,
175,
201,
147,
224,
245,
271,
204,
212,
241,
256,
276,
249,
276,
247,
216,
229,
1603,
3340,
3912,
810,
924,
1292,
517,
602,
699,
822,
785,
678,
632,
616,
904,
1087,
1429,
1338,
854,
943,
852,
695,
692,
812,
790,
615,
552,
446,
373,
390,
465,
465,
398,
383,
264,
299,
292,
335,
323,
316,
232,
258,
199,
291,
581,
634,
484,
344,
325,
311,
296,
354,
422,
359,
1100,
308,
259,
739,
410,
416,
487,
371,
268,
266,
225,
277,
338,
280,
270,
172,
158,
145,
315,
313,
191,
170,
146,
183,
170,
281,
234,
184,
155,
189,
143,
189,
227,
229,
206,
170,
168,
156,
160,
188,
169,
158,
115,
114,
144,
155,
163,
214,
147,
150,
183,
133,
191,
187,
160,
140,
129,
117,
137,
110,
124,
138,
112,
181,
192,
186,
175,
243,
226,
218,
192,
182,
181,
146,
152,
210,
168,
158,
113,
133,
109,
182,
178,
147,
106,
108,
120,
128,
158,
132,
119,
136,
112,
118,
111,
125,
124,
117,
143,
107,
130,
126,
420,
255,
211,
127,
162,
135,
144,
141,
146,
158,
117,
122,
111,
114,
135,
169,
109,
94,
109,
102,
128,
121,
194,
153,
142,
123,
141,
113,
120,
147,
130,
125,
289,
193,
168,
132,
157,
156,
121,
145,
134,
157,
150,
223,
199,
151,
119,
155,
141,
352,
377,
154,
219,
155,
192,
170,
192,
157,
118,
113,
120,
119,
139,
149,
155,
172,
117,
148,
146,
117,
148,
139,
154,
180,
131,
131,
151,
131,
132,
114,
129,
138,
122,
81,
119,
131,
142,
129,
123,
117,
136,
147,
166,
94,
112,
114,
123,
97,
132,
177,
142,
102,
103,
100,
123,
151,
137,
154,
125,
127,
131,
160,
169,
158,
115,
114,
120,
97,
107,
127,
120,
121,
113,
103,
97,
97,
151,
157,
140,
98,
107,
127,
146,
169,
130,
114,
111,
87,
123,
1479,
241,
159,
136,
139,
115,
129,
1835,
1141,
1087,
211,
158,
139,
153,
943,
1006,
707,
232,
502,
167,
136,
138,
159,
160,
169,
112,
142,
129,
153,
171,
148,
184,
183,
147
] |
[
113,
118,
148,
167,
134,
173,
148,
149,
170,
159,
193,
187,
135,
130,
135,
133,
164,
132,
119,
127,
111,
129,
141,
167,
162,
141,
145,
141,
136,
131,
132,
147,
117,
124,
121,
130,
131,
97,
2846,
928,
259,
235,
199,
203,
236,
222,
229,
156,
164,
148,
175,
176,
154,
153,
139,
152,
139,
170,
195,
198,
141,
135,
107,
143,
199,
186,
143,
163,
149,
150,
154,
137,
229,
189,
147,
148,
126,
134,
134,
182,
191,
145,
166,
132,
144,
179,
174,
162,
138,
358,
160,
171,
166,
211,
212,
160
] |
[
"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: -11.45%",
"予測される変化率: [カラム_0] 予測される変化率: 41.59%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.33倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -11.45%",
"Forecasted change rate: [column_0] Forecasted change rate: 41.59%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.33 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
0,
1,
3,
6,
0,
0,
2,
8,
3,
4,
0,
0,
0,
1,
1,
7,
2,
3,
2,
11,
6,
8,
2,
0,
2,
2,
2,
3,
0,
1,
2,
4,
2,
2,
2,
0,
0,
1,
1,
3,
5,
3,
2,
2,
1,
1,
1,
1,
2,
0,
1,
2,
3,
2,
3,
0,
2,
1,
0,
1,
3,
1,
1,
8,
0,
0,
4,
2,
2,
5,
3,
1,
2,
1,
1,
2,
2,
0,
1,
2,
2,
0,
1,
3,
3,
3,
3,
2,
3,
0,
1,
2,
0,
1,
0,
0,
1,
3,
1,
2,
0,
2,
0,
3,
3,
4,
2,
3,
6,
4,
2,
1,
0,
1,
2,
10,
1,
1,
4,
1,
3,
0,
2,
0,
3,
3,
4,
0,
0,
1,
2,
0,
1,
0,
4,
1,
1,
1,
0,
1,
2,
7,
1,
1,
1,
2,
1,
3,
3,
2,
2,
0,
2,
1,
1,
3,
5,
4,
6,
0,
1,
3,
1,
3,
1,
0,
0,
3,
0,
10,
4,
2,
2,
4,
2,
7,
1,
1,
1,
3,
0,
2,
5,
2,
0,
4,
2,
3,
0,
5,
3,
3,
2,
2,
5,
3,
3,
2,
1,
3,
3,
4,
2,
5,
6,
2,
4,
2,
4,
3,
1,
2,
4,
3,
3,
2,
1,
5,
4,
2,
1,
2,
2,
0,
2,
4,
0,
2,
3,
3,
2,
6,
2,
5,
3,
1,
2,
1,
2,
2,
0,
1,
7,
3,
3,
2,
4,
3,
2,
1,
2,
0,
2,
4,
2,
0,
1,
2,
3,
6,
3,
4,
4,
2,
1,
4,
2,
1,
5,
3,
4,
7,
3,
2,
1,
3,
5,
2,
4,
3,
3,
5,
6,
4,
5,
7,
3,
4,
3,
4,
1,
4,
4,
3,
1,
2,
2,
4,
5,
4,
6,
0,
1,
4,
4,
1,
7,
3,
3,
3,
3,
0,
4,
5,
2,
1,
3,
3,
3,
6,
5,
4,
2,
11,
8,
3,
4,
9,
4,
4,
4,
3,
2,
8,
7,
12,
10,
4,
11,
6,
5,
4,
7,
6,
13,
8,
15,
9,
2,
6,
10,
9,
12,
6,
7,
4,
6,
6,
10,
8,
24,
10,
6,
10,
10,
14,
11,
9,
12,
20,
10,
11,
2,
13,
15,
8,
13,
7,
11,
10,
7,
10,
13,
9,
8,
8,
8,
14,
12,
10,
5,
6,
12,
7,
10,
7,
8,
11,
8,
9,
4,
5,
4,
12,
5,
8,
8,
5,
15,
8,
3,
7,
8,
8,
3,
4,
4,
4,
8,
3,
3,
9,
3,
6,
7,
6,
5,
4,
4,
11,
13,
4,
5,
10,
9,
4,
3,
4,
3,
5,
3,
6,
1,
10,
10,
8,
13,
9,
5,
3,
10,
1,
7,
7,
4,
1,
6,
3,
9,
4,
3,
3,
1,
2,
2,
1,
6,
5,
6,
5,
4,
3,
12,
4,
2,
3,
4,
5,
4,
5,
1,
4,
11,
3,
3,
6,
11,
13,
3,
3,
0,
1,
4,
1,
3,
0,
3,
5,
7,
3,
6,
3,
5,
24,
18,
11,
10,
10,
13,
9,
3
] |
[
3,
6,
12,
8,
9,
9,
4,
4,
2,
1,
9,
6,
3,
2,
6,
9,
3,
5,
4,
3,
3,
4,
4,
6,
7,
4,
10,
11,
5,
2,
9,
7,
12,
8,
13,
10,
15,
7,
9,
12,
10,
1,
10,
6,
2,
8,
4,
5,
6,
5,
5,
3,
1,
1,
3,
4,
3,
2,
2,
4,
6,
5,
4,
2,
3,
6,
1,
4,
5,
3,
6,
9,
5,
6,
4,
9,
4,
1,
10,
11,
4,
2,
5,
6,
7,
7,
8,
5,
8,
5,
5,
12,
6,
25,
8,
8
] |
[
"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: 200.00%",
"予測される変化率: [カラム_0] 予測される変化率: 166.67%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.85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: 48個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 166.67%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.85 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 48",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 12.",
"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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
3,
0,
0,
0,
0,
0,
3,
1,
1,
0,
0,
0,
2,
0,
1,
3,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
1,
6,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
3,
1,
1,
3,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
5,
0,
1,
1,
1,
0,
8,
1,
1,
1,
0,
0,
1,
2,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
2,
2,
1,
1,
0,
0,
0,
1,
1,
2,
0,
0,
3,
0,
2,
2,
0,
3,
1,
0,
0,
2,
5,
2,
2,
0,
0,
1,
3,
0,
1,
0,
0,
2,
2,
0,
0,
0,
0,
0,
0,
2,
0,
2,
2,
0,
2,
1,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
2,
0,
0,
1,
1,
0,
1,
3,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2200,
78,
34,
13,
6,
0,
13,
1,
0,
0,
0,
2,
0,
1,
0,
0,
0,
0,
0,
0,
0,
4,
2,
0,
0,
0,
0,
1,
2,
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,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
2,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0
] |
[
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
4,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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: 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21.38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: 6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 21.38 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 6",
"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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
780,
914,
949,
952,
1070,
1101,
1079,
949,
958,
983,
2053,
5385,
3548,
3534,
2711,
2373,
2052,
2240,
2230,
1905,
2288,
2922,
1867,
1385,
1590,
1610,
1484,
1345,
1340,
1401,
1321,
1307,
1322,
1112,
1100,
1090,
1241,
1627,
1467,
1421,
1277,
1172,
1724,
2374,
1727,
1736,
1680,
1512,
1459,
1743,
5782,
3789,
1907,
1667,
1231,
1132,
1055,
1066,
962,
1122,
1222,
1078,
1994,
1603,
1383,
1097,
1178,
1230,
1275,
1120,
1043,
1155,
1208,
1145,
1286,
1028,
918,
1087,
967,
936,
1290,
1138,
919,
904,
928,
770,
790,
944,
1056,
822,
952,
762,
763,
848,
851,
860,
805,
892,
925,
988,
770,
976,
959,
880,
799,
944,
777,
807,
934,
1048,
921,
1052,
876,
855,
838,
899,
926,
1013,
951,
780,
798,
726,
769,
1046,
879,
959,
837,
774,
722,
1175,
1045,
734,
995,
1043,
805,
804,
831,
979,
842,
867,
806,
786,
667,
753,
862,
899,
905,
1177,
955,
846,
1017,
1000,
1040,
1351,
1004,
107618,
50872,
27090,
16854,
11826,
8322,
6710,
5383,
5083,
5128,
4929,
6879,
4874,
3463,
3315,
2733,
2710,
3024,
3195,
2708,
2096,
2238,
2343,
2243,
2647,
2431,
2076,
2023,
2004,
2109,
2379,
2279,
2824,
2038,
1886,
1891,
1952,
2264,
3272,
2058,
2479,
4180,
2981,
2018,
2304,
3783,
2103,
1849,
2977,
2290,
2099,
2867,
2931,
3788,
4294,
2516,
2008,
2710,
2608,
4396,
2212,
1782,
1664,
2056,
1878,
2981,
2347,
2297,
2067,
1842,
2524,
3119,
2855,
2863,
2954,
2522,
2309,
1801,
1626,
1764,
1966,
1972,
1655,
1653,
1770,
1966,
2383,
2470,
2148,
2226,
2039,
2151,
2345,
2393,
2525,
2311,
2241,
2136,
2347,
2686,
2947,
3182,
2832,
3079,
2811,
2576,
2756,
4507,
4262,
5109,
5219,
8339,
16613,
55937,
59666,
52967,
41868,
28934,
23493,
16971,
15732,
18363,
21294,
14369,
10210,
10517,
7556,
6789,
8323,
9231,
6833,
5888,
5801,
3999,
3895,
4376,
5063,
3981,
2950,
2742,
2503,
2317,
2864,
3136,
2489,
2241,
1969,
2029,
2273,
2967,
3689,
3057,
2714,
2492,
2541,
2556,
2941,
3499,
2482,
2153,
2574,
2366,
2144,
2307,
2777,
2105,
1747,
1679,
1512,
1613,
1942,
2386,
1736,
1507,
1412,
1553,
1666,
1894,
2094,
2159,
1764,
1589,
1407,
1667,
1627,
2014,
1642,
1325,
1483,
1415,
1393,
1596,
1930,
1418,
1132,
1233,
1131,
1094,
1237,
1547,
1020,
1807,
1865,
1494,
1395,
1777,
2245,
1956,
2538,
4379,
4573,
4381,
5195,
6052,
5422,
4480,
3908,
3457,
3366,
4101,
4424,
3406,
2698,
2648,
2400,
2472,
3076,
3645,
3004,
3225,
5810,
5452,
4987,
7484,
10354,
7504,
5122,
4352,
3988,
3952,
5043,
6648,
5017,
3692,
3982,
3636,
4041,
4839,
5708,
4203,
3545,
3117,
3166,
2771,
3480,
4234,
3458,
3136,
3711,
3460,
3186,
4301,
4808,
3712,
2671,
2419,
2518,
2353,
3389,
3858,
2897,
2075,
1830,
1670,
1721,
2471,
2857,
2865,
2034,
1505,
1526,
1484,
2131,
2297,
1715,
1439,
1368,
1340,
1314,
1787,
2005,
1590,
1168,
1107,
1017,
1103,
1453,
1791,
1431,
1031,
1172,
1002,
1039,
1412,
1659,
1356,
1054,
1023,
898,
1075,
1400,
1474,
1230,
1172,
1058,
1018,
1014,
1328,
1511,
1198,
1067,
1047,
1042,
1072,
1317,
1451,
1000,
1022,
1140,
1096,
942,
1241,
1298,
1123,
1101,
1232,
1033,
1380,
2037,
1699,
1440,
1178,
1571,
1853,
1629,
1686,
1713,
1388,
1275,
1171,
1148,
1126,
1433,
1579,
1226,
1155,
1219
] |
[
1212,
1523,
1822,
11243,
8552,
3721,
6049,
2607,
4035,
3022,
5268,
2677,
2685,
1922,
3064,
1877,
1952,
3407,
3322,
1940,
1458,
2381,
1967,
2955,
2483,
1848,
1372,
1782,
1948,
2423,
2037,
2187,
2185,
2637,
2441,
1732,
2184,
1541,
3208,
4429,
2709,
1903,
1850,
1619,
2446,
2347,
2488,
1270,
1328,
1686,
2152,
2212,
1573,
1428,
1301,
1175,
1136,
1216,
1751,
1897,
1415,
1304,
1340,
1608,
1815,
2297,
2173,
1830,
1767,
1213,
1418,
1318,
1682,
1599,
1042,
1396,
1096,
1111,
1788,
2209,
2098,
1537,
1629,
1056,
996,
1035,
1267,
3215,
1936,
2072,
1472,
1019,
1068,
1630,
1780,
1114
] |
[
"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: 56.28%",
"予測される変化率: [カラム_0] 予測される変化率: -8.09%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.17倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 56.28%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.09%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.17 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5,
13,
8,
15,
14,
24,
12,
16,
8,
14,
16,
17,
18,
14,
17,
7,
22,
2,
8,
23,
9,
31,
9,
8,
8,
7,
9,
6,
7,
6,
9,
3,
18,
6,
10,
6,
12,
9,
8,
11,
11,
9,
10,
10,
14,
22,
15,
20,
13,
13,
9,
12,
3,
5,
10,
9,
10,
7,
11,
13,
13,
12,
8,
9,
24,
13,
12,
14,
22,
14,
19,
8,
6,
15,
17,
16,
11,
10,
18,
29,
37,
24,
14,
8,
40,
17,
35,
33,
31,
18,
10,
19,
22,
18,
22,
11,
12,
12,
12,
13,
16,
10,
14,
15,
13,
9,
22,
13,
18,
27,
7,
6,
8,
11,
10,
17,
20,
6,
14,
21,
19,
21,
4,
25,
14,
18,
13,
11,
12,
14,
13,
17,
14,
15,
25,
30,
25,
31,
23,
23,
23,
18,
18,
20,
14,
24,
15,
14,
13,
11,
16,
11,
17,
11,
13,
12,
16,
23,
24,
21,
16,
48,
12,
13,
23,
25,
19,
18,
14,
19,
18,
28,
13,
14,
22,
11,
10,
21,
21,
25,
18,
35,
32,
14,
19,
20,
21,
29,
23,
24,
37,
32,
24,
30,
22,
17,
13,
18,
18,
27,
24,
17,
12,
18,
24,
21,
19,
17,
18,
13,
23,
23,
17,
27,
34,
36,
136,
468,
14,
15,
24,
21,
26,
16,
18,
25,
48,
20,
17,
23,
13,
20,
17,
24,
20,
26,
27,
75,
46,
33,
25,
29,
24,
22,
24,
15,
20,
20,
26,
16,
21,
17,
25,
19,
16,
16,
20,
11,
17,
20,
11,
28,
16,
15,
21,
22,
20,
17,
15,
29,
25,
19,
23,
23,
14,
14,
17,
11,
11,
15,
14,
22,
18,
13,
17,
14,
14,
23,
22,
16,
17,
24,
13,
14,
14,
36,
26,
20,
24,
23,
14,
11,
21,
16,
17,
18,
23,
10,
33,
9,
12,
10,
16,
29,
16,
24,
22,
16,
17,
22,
21,
22,
20,
20,
38,
33,
20,
16,
25,
16,
17,
26,
47,
33,
43,
25,
20,
25,
28,
24,
18,
14,
20,
14,
14,
12,
20,
10,
24,
18,
13,
21,
12,
12,
17,
22,
9,
15,
8,
10,
13,
55,
50,
35,
27,
13,
11,
14,
24,
17,
19,
12,
23,
13,
17,
26,
15,
19,
9,
12,
17,
115,
14,
17,
16,
14,
14,
13,
8,
9,
14,
12,
14,
11,
14,
11,
17,
9,
8,
20,
13,
5,
17,
11,
16,
15,
16,
17,
11,
8,
5,
28,
17,
9,
15,
16,
14,
13,
9,
13,
5,
5,
9,
8,
18,
20,
13,
18,
16,
11,
10,
9,
8,
11,
17,
7,
10,
11,
10,
16,
9,
8,
9,
4,
8,
8,
1,
12,
3,
8,
10,
4,
9,
3,
6,
8,
12,
14,
4,
11,
9,
2,
15,
12,
6,
15,
14,
19,
8,
6,
8,
10,
10,
14,
10,
14,
17,
17,
28,
20,
18,
19,
13,
17,
22,
18,
20,
25,
24,
25,
21,
9,
23,
15,
10,
18,
8,
20,
15,
7,
22,
36,
24,
9,
20,
17,
23,
20,
22,
17,
28,
34
] |
[
23,
26,
15,
21,
25,
30,
19,
14,
24,
23,
28,
21,
26,
19,
30,
25,
17,
12,
14,
6,
25,
66,
38,
40,
38,
42,
25,
35,
25,
22,
41,
38,
32,
24,
22,
20,
22,
24,
41,
37,
39,
35,
31,
32,
33,
42,
34,
41,
46,
24,
45,
32,
22,
24,
17,
22,
14,
15,
18,
26,
28,
19,
22,
23,
9,
9,
9,
13,
13,
10,
8,
40,
22,
11,
17,
11,
11,
12,
24,
21,
26,
20,
16,
8,
23,
11,
14,
11,
17,
17,
34,
65,
53,
34,
26,
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: 580.00%",
"予測される変化率: [カラム_0] 予測される変化率: 30.43%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.10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1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 580.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 30.43%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.10 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 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 84 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
6,
6,
6,
5,
5,
5,
4,
6,
5,
3,
4,
4,
6,
2,
2,
0,
6,
4,
4,
5,
6,
2,
5,
4,
3,
2,
6,
13,
4,
3,
4,
6,
2,
3,
3,
9,
3,
1,
7,
4,
5,
5,
4,
6,
4,
5,
5,
6,
3,
3,
5,
13,
3,
13,
7,
4,
4,
2,
7,
7,
3,
5,
5,
5,
4,
4,
5,
3,
3,
1,
4,
6,
7,
3,
2,
4,
8,
1,
7,
3,
2,
9,
4,
7,
1,
13,
3,
8,
8,
10,
1,
8,
4,
6,
7,
21,
6,
5,
8,
4,
3,
4,
4,
5,
3,
13,
9,
4,
5,
4,
6,
8,
5,
5,
9,
5,
11,
5,
3,
8,
5,
11,
7,
9,
9,
6,
2,
3,
22,
11,
8,
3,
3,
6,
7,
5,
2,
4,
3,
5,
5,
6,
1,
5,
9,
11,
5,
5,
6,
5,
7,
10,
12,
8,
5,
7,
8,
4,
4,
2,
5,
9,
6,
1,
8,
11,
11,
13,
3,
4,
6,
8,
5,
14,
3,
7,
5,
10,
5,
6,
4,
10,
7,
5,
8,
16,
13,
6,
44,
6,
11,
11,
9,
14,
13,
7,
3,
8,
7,
13,
6,
2,
5,
6,
3,
9,
7,
10,
7,
34,
6,
13,
11,
6,
35,
18,
7,
6,
10,
8,
11,
13,
23,
21,
10,
11,
7,
7,
19,
10,
14,
24,
26,
7,
10,
6,
22,
6,
23,
8,
13,
10,
7,
9,
7,
17,
7,
13,
17,
5,
5,
15,
11,
2,
20,
21,
21,
20,
12,
6,
10,
7,
15,
6,
9,
13,
7,
13,
9,
12,
8,
13,
13,
20,
11,
9,
7,
17,
8,
6,
8,
9,
9,
8,
7,
7,
27,
7,
11,
4,
3,
9,
8,
8,
6,
9,
6,
11,
12,
15,
35,
24,
7,
5,
15,
12,
13,
7,
12,
9,
10,
4,
11,
11,
12,
7,
5,
1,
5,
2,
2,
7,
5,
11,
2,
8,
0,
8,
4,
4,
10,
13,
6,
4,
16,
6,
7,
4,
7,
6,
14,
5,
6,
11,
8,
5,
14,
8,
13,
9,
8,
6,
6,
6,
9,
16,
9,
5,
11,
4,
5,
4,
5,
5,
4,
3,
4,
4,
18,
11,
14,
6,
4,
5,
10,
8,
21,
14,
18,
20,
9,
26,
18,
4,
8,
5,
9,
9,
4,
11,
8,
8,
15,
13,
8,
3,
5,
8,
10,
6,
10,
9,
8,
10,
3,
16,
12,
19,
26,
7,
6,
1,
10,
11,
7,
6,
4,
2,
6,
3,
3,
6,
9,
9,
10,
7,
6,
11,
14,
7,
2,
1,
11,
7,
7,
13,
3,
4,
3,
14,
2,
11,
13,
35,
7,
8,
7,
13,
3,
10,
9,
9,
4,
8,
5,
20,
12,
4,
5,
9,
1,
5,
10,
13,
7,
6,
6,
6,
254,
154,
9,
10,
22,
15,
8,
10,
12,
7,
5,
2,
2,
2,
6,
8,
9,
21,
8,
5,
21,
2,
1,
3,
9,
10,
12,
3,
8,
3,
5,
5,
5,
6,
6,
3,
5,
3,
9,
13,
15,
12,
8
] |
[
7,
7,
9,
11,
9,
12,
19,
37,
10,
12,
4,
5,
5,
5,
4,
8,
6,
5,
7,
5,
7,
10,
14,
15,
17,
12,
15,
13,
20,
10,
12,
12,
9,
8,
10,
10,
21,
10,
14,
6,
6,
4,
13,
15,
14,
5,
4,
24,
3,
9,
7,
20,
15,
22,
18,
13,
10,
21,
11,
8,
13,
22,
14,
10,
15,
12,
12,
17,
13,
9,
5,
5,
6,
6,
6,
6,
5,
7,
8,
12,
1,
11,
5,
2,
19,
3,
17,
6,
13,
9,
12,
7,
9,
13,
11,
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: 100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 57.14%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.40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: 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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 57.14%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.40 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 82 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
824,
597,
616,
526,
617,
611,
651,
629,
659,
578,
503,
614,
606,
623,
731,
657,
560,
542,
590,
660,
728,
713,
615,
676,
598,
597,
726,
708,
696,
732,
808,
726,
660,
694,
804,
761,
740,
672,
777,
788,
893,
952,
835,
960,
951,
848,
861,
1011,
1006,
1239,
1199,
1222,
1277,
1196,
1150,
1174,
1177,
1216,
1466,
1379,
1151,
1167,
1383,
1320,
1471,
1295,
1653,
1454,
1475,
1514,
1386,
1539,
1745,
1629,
1637,
1626,
2017,
1799,
2068,
1940,
2163,
1919,
1754,
2444,
1877,
2169,
2575,
2020,
1997,
2237,
2532,
1743,
801,
837,
751,
822,
843,
775,
846,
1055,
904,
612,
729,
987,
989,
991,
951,
788,
706,
803,
981,
946,
917,
851,
1041,
679,
784,
833,
898,
969,
888,
877,
853,
1070,
1189,
961,
972,
982,
782,
817,
1415,
1789,
2501,
2354,
1251,
898,
907,
896,
932,
982,
1104,
1418,
1308,
982,
1115,
1320,
1492,
1554,
1224,
1563,
1203,
1508,
1285,
1440,
1384,
1549,
1675,
1298,
1195,
1486,
1761,
1628,
1355,
1718,
1357,
1257,
2042,
1666,
1527,
1768,
1849,
1320,
1423,
1119,
1261,
1052,
1022,
1156,
1425,
1354,
1422,
1660,
1887,
2844,
5534,
4008,
2743,
3198,
2703,
2519,
2373,
2172,
1675,
1652,
2337,
2464,
2075,
2159,
1914,
1563,
1680,
2175,
2327,
2162,
2276,
2230,
1675,
2061,
2537,
2610,
2685,
3104,
3091,
2549,
3246,
5894,
4566,
4043,
3433,
3167,
2537,
2688,
3470,
3469,
3473,
3299,
3190,
2628,
3119,
4280,
4157,
4376,
4635,
4749,
3829,
4299,
7433,
8233,
9303,
11710,
15841,
15200,
47481,
272393,
64895,
12970,
6675,
4545,
3003,
2631,
2565,
2171,
2244,
1704,
1471,
1409,
1236,
1408,
1334,
1219,
1094,
1103,
940,
976,
1097,
1034,
870,
988,
857,
842,
907,
1000,
1037,
958,
939,
899,
683,
685,
712,
778,
765,
723,
648,
726,
692,
714,
713,
639,
564,
512,
494,
513,
560,
594,
596,
570,
749,
590,
604,
731,
734,
842,
755,
865,
705,
755,
942,
736,
723,
718,
691,
691,
638,
698,
747,
713,
787,
853,
711,
714,
714,
745,
803,
776,
728,
674,
806,
740,
696,
798,
766,
691,
726,
763,
676,
797,
809,
816,
714,
612,
682,
773,
800,
816,
766,
765,
635,
565,
784,
797,
839,
744,
687,
628,
573,
784,
724,
653,
672,
627,
523,
585,
620,
656,
636,
592,
564,
587,
600,
647,
570,
550,
563,
532,
593,
533,
537,
561,
612,
476,
551,
482,
467,
529,
533,
583,
900,
542,
450,
545,
551,
603,
596,
749,
664,
549,
567,
645,
614,
612,
701,
552,
529,
549,
591,
641,
563,
586,
491,
463,
476,
579,
528,
507,
600,
486,
450,
494,
630,
831,
604,
721,
616,
634,
682,
699,
673,
705,
736,
781,
565,
577,
578,
601,
537,
588,
578,
538,
540,
575,
530,
505,
558,
532,
439,
529,
523,
546,
590,
717,
498,
465,
500,
650,
552,
556,
626,
623,
513,
519,
617,
630,
510,
508,
482,
422,
509,
521,
580,
572,
596,
528,
439,
493,
492,
676,
720,
670,
626,
589,
661,
720,
725,
738,
698,
701,
590,
664,
763,
757,
791,
674,
784,
622,
683,
781,
712,
669,
663,
661,
620,
632,
721,
714,
740,
760,
698,
574,
626,
694,
812,
652
] |
[
581,
587,
606,
676,
757,
845,
858,
755,
650,
608,
677,
755,
806,
786,
826,
713,
617,
926,
708,
691,
888,
650,
535,
514,
530,
700,
789,
768,
724,
671,
764,
773,
784,
792,
886,
844,
1027,
1457,
1321,
1041,
1095,
949,
980,
901,
843,
766,
1017,
935,
980,
955,
898,
706,
845,
879,
940,
883,
908,
822,
743,
729,
947,
974,
967,
894,
807,
709,
901,
1050,
1223,
1476,
1251,
1186,
894,
954,
1050,
1220,
1098,
1080,
1070,
898,
1008,
1278,
1388,
1369,
1264,
1077,
978,
1062,
1323,
1369,
1349,
1587,
1561,
1368,
1742,
3942
] |
[
"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: -20.87%",
"予測される変化率: [カラム_0] 予測される変化率: 578.49%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.19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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -20.87%",
"Forecasted change rate: [column_0] Forecasted change rate: 578.49%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.19 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"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 |
[
7,
4,
3,
6,
7,
8,
5,
4,
10,
4,
1,
2,
6,
7,
7,
22,
4,
4,
7,
7,
7,
8,
8,
7,
9,
5,
6,
5,
5,
5,
1,
3,
3,
2,
6,
3,
4,
4,
6,
4,
4,
7,
2,
4,
5,
5,
4,
5,
3,
3,
3,
6,
5,
5,
6,
2,
3,
2,
8,
3,
3,
4,
3,
3,
4,
2,
5,
4,
3,
3,
5,
1,
6,
2,
5,
3,
3,
7,
4,
8,
4,
0,
5,
5,
8,
3,
6,
5,
5,
3,
4,
3,
2,
5,
9,
9,
5,
1,
6,
4,
2,
5,
5,
1,
5,
2,
7,
3,
6,
1,
2,
7,
6,
6,
3,
5,
3,
5,
9,
5,
3,
5,
4,
8,
5,
6,
2,
10,
8,
6,
12,
2,
9,
13,
4,
4,
12,
4,
6,
6,
6,
7,
5,
3,
9,
5,
10,
10,
4,
7,
6,
9,
7,
7,
3,
0,
5,
7,
5,
4,
9,
3,
5,
4,
8,
9,
5,
3,
5,
4,
16,
7,
6,
4,
6,
6,
2,
6,
8,
7,
5,
6,
6,
5,
8,
7,
5,
5,
4,
10,
4,
8,
8,
17,
0,
5,
8,
12,
4,
6,
4,
10,
17,
6,
7,
4,
4,
3,
6,
17,
2,
8,
9,
17,
33,
5,
7,
6,
4,
5,
4,
2,
8,
0,
4,
7,
6,
8,
2,
4,
8,
7,
3,
3,
31,
1,
2,
4,
12,
2,
10,
9,
8,
8,
6,
7,
6,
6,
7,
6,
6,
3,
3,
3,
6,
10,
16,
10,
6,
4,
15,
43,
91,
49,
9,
8,
8,
12,
5,
4,
12,
5,
2,
3,
7,
5,
11,
5,
9,
5,
9,
5,
11,
8,
8,
7,
7,
9,
14,
14,
4,
7,
6,
7,
11,
5,
7,
7,
9,
8,
7,
4,
7,
5,
4,
13,
5,
7,
5,
7,
5,
7,
10,
6,
7,
9,
10,
3,
9,
15,
19,
3,
109,
14,
18,
12,
11,
18,
6,
19,
17,
15,
8,
11,
5,
7,
16,
7,
4,
11,
5,
7,
3,
7,
8,
10,
8,
6,
6,
5,
3,
11,
9,
12,
12,
4,
11,
13,
5,
10,
9,
4,
6,
5,
5,
8,
5,
5,
3,
67,
9,
7,
7,
9,
7,
8,
25,
13,
3,
3,
7,
6,
3,
6,
3,
4,
7,
6,
11,
4,
5,
7,
4,
11,
2,
6,
2,
5,
9,
5,
5,
9,
7,
3,
9,
4,
2,
8,
5,
8,
4,
5,
10,
5,
6,
7,
21,
5,
9,
9,
4,
4,
4,
13,
4,
2,
10,
5,
6,
3,
7,
8,
5,
11,
4,
9,
5,
3,
6,
4,
6,
5,
14,
8,
7,
18,
5,
6,
6,
5,
6,
9,
10,
6,
4,
5,
5,
2,
7,
7,
9,
6,
6,
17,
2,
10,
8,
3,
1,
10,
5,
6,
4,
4,
17,
10,
4,
7,
2,
10,
1,
5,
7,
10,
6,
3,
3,
3,
6,
32,
15,
4,
10,
5,
7,
7,
9,
5,
4,
4,
6,
5,
2,
6,
2,
6,
3,
9,
8,
2,
3,
3
] |
[
1,
7,
3,
1,
3,
8,
5,
3,
3,
7,
10,
4,
5,
4,
3,
2,
8,
6,
4,
1,
4,
3,
12,
7,
6,
6,
6,
16,
4,
12,
8,
4,
3,
2,
2,
3,
4,
7,
6,
5,
17,
11,
39,
4,
6,
2,
6,
2,
6,
14,
1,
6,
4,
1,
35,
10,
10,
5,
14,
11,
3,
32,
10,
18,
5,
6,
10,
17,
8,
6,
6,
3,
6,
5,
2,
4,
5,
15,
5,
6,
4,
14,
5,
4,
6,
9,
15,
9,
4,
8,
12,
12,
11,
10,
11,
8
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -57.14%",
"予測される変化率: [カラム_0] 予測される変化率: 700.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.08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: -57.14%",
"Forecasted change rate: [column_0] Forecasted change rate: 700.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.08 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 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
4,
2,
0,
3,
4,
1,
3,
5,
1,
7,
0,
6,
3,
7,
0,
4,
0,
1,
5,
2,
3,
3,
4,
3,
1,
3,
0,
2,
1,
7,
5,
2,
5,
3,
0,
2,
5,
0,
3,
3,
3,
62,
5,
4,
16,
10,
4,
2,
2,
2,
2,
3,
7,
1,
2,
6,
2,
4,
6,
4,
1,
1,
0,
1,
1,
0,
3,
6,
0,
1,
2,
2,
3,
2,
2,
6,
0,
4,
4,
7,
2,
1,
1,
1,
1,
5,
4,
3,
1,
1,
3,
0,
1,
2,
2,
1,
4,
2,
2,
2,
1,
3,
4,
3,
1,
4,
2,
2,
1,
3,
2,
3,
0,
2,
2,
2,
1,
3,
2,
3,
2,
0,
3,
3,
6,
2,
6,
2,
5,
5,
6,
9,
2,
5,
5,
4,
9,
2,
0,
4,
3,
3,
3,
1,
2,
1,
1,
0,
2,
3,
0,
3,
1,
9,
4,
3,
3,
8,
4,
6,
6,
2,
7
] |
[
1,
1,
2,
5,
0,
1,
2,
2,
0,
1,
2,
0,
3,
1,
2,
2,
3,
3,
3,
0,
4,
3,
0,
3,
1,
1,
0,
2,
4,
1,
3,
2,
3,
4,
1,
2,
3,
2,
4,
4,
3,
3,
3,
7,
6,
6,
1,
3,
4,
3,
4,
1,
2,
4,
2,
5,
1,
2,
5,
2,
3,
5,
2,
3,
3,
1,
4,
1521,
2585,
479,
152,
114,
103,
60,
51,
20,
40,
42,
13,
24,
21,
24,
17,
14,
61,
58,
20,
7,
8,
8,
4,
5,
7,
6,
3,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 250.00%",
"予測される変化率: [カラム_0] 予測される変化率: 200.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の12.12倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 250.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 12.12 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"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 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 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 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,
66,
115,
98,
100,
54,
43,
53,
39,
85,
86,
84,
94,
62,
57,
59,
80,
575,
275,
129,
117,
78,
75,
62,
66,
100,
64,
55,
51,
58,
66,
44,
89,
89,
54,
53,
47,
65,
68,
79,
49,
47,
50,
56,
56,
60,
57,
57,
51,
56,
68,
142,
121,
112,
72,
59,
66,
64,
75,
96,
106,
86,
51,
71,
72,
92,
155,
104,
92,
116,
104,
69,
139,
137,
177,
78,
78,
83,
60,
120,
175,
190,
105,
67,
117,
104,
171,
158,
174,
123,
135,
226,
113,
169,
226,
176,
125,
144,
84,
151,
256,
236,
161,
136,
118,
132,
136,
174,
329,
250,
142,
129,
91,
101,
95,
95,
116,
116,
132,
107,
116,
232,
414,
248,
197,
181,
140,
189,
390,
393,
384,
255,
233,
215,
236,
588,
615,
418,
319,
249,
247,
262,
767,
1169,
761,
443,
318,
256,
734,
1135,
699,
687,
604,
385,
403,
477,
1827,
2871,
2201,
1146,
686,
748,
656,
3329,
3485,
2227,
1985,
1254,
1132,
1153,
1167,
1260,
2413,
4182,
2566,
1541,
1275,
1220,
1759,
1697,
1399,
1152,
1290,
1027,
883,
871,
990,
1008,
959,
1049,
1013,
831,
1025,
1008,
1014,
1206,
1015,
986,
1199,
1345,
1273,
1061,
1062,
906,
848,
1053,
1192,
1347,
1126,
3376,
1242,
837,
713,
821,
906,
821,
869,
768,
1000,
701,
871,
1199,
1028,
941,
825,
967,
775,
799,
985,
969,
811,
953,
922,
619,
604,
907,
792,
788,
790,
766,
669,
667,
1022,
796,
883,
861,
922,
627,
693,
825,
791,
743,
736,
521,
466,
748,
740,
668,
639,
645,
602,
631,
680,
1191,
1034,
1000,
1313,
7583,
4565,
3010,
1708,
858,
828,
572,
411,
351,
369,
672,
413,
379,
397,
799,
1105,
1072,
1275,
600,
564,
562,
715,
1262,
1349,
1474,
1192,
1594,
1616,
1007,
1150,
1628,
1545,
765,
650,
560,
612,
963,
953,
579,
822,
369,
407,
330,
317,
246,
321,
411,
322,
329,
519,
901,
1070,
1308,
738,
490,
440,
551,
971,
1174,
1280,
709,
635,
488,
570,
819,
1060,
1045,
531,
646,
475,
573,
1233,
1526,
1435,
642,
346,
372,
337,
337,
343,
403,
387,
374,
403,
734,
1514,
1613,
1507,
735,
641
] |
[
532,
917,
1093,
1018,
1303,
636,
451,
445,
564,
1009,
1256,
1460,
690,
532,
552,
570,
1175,
948,
1146,
597,
751,
619,
815,
977,
1191,
1092,
933,
1894,
1574,
545,
339,
353,
397,
515,
423,
410,
241,
230,
349,
438,
488,
394,
370,
431,
295,
310,
390,
416,
298,
307,
306,
316,
320,
422,
363,
333,
372,
658,
760,
650,
918,
429,
363,
419,
506,
987,
1053,
1202,
643,
555,
418,
534,
992,
993,
1083,
788,
761,
632,
544,
1018,
1069,
1084,
581,
538,
529,
623,
949,
1070,
1098,
586,
492,
445,
609,
1337,
1143,
1347
] |
[
"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: 871.21%",
"予測される変化率: [カラム_0] 予測される変化率: 153.20%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.30倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 43個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 871.21%",
"Forecasted change rate: [column_0] Forecasted change rate: 153.20%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.30 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 43",
"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 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] 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 76.",
"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 |
[
110,
77,
94,
431,
87,
134,
205,
72,
100,
60,
86,
70,
92,
130,
87,
99,
71,
87,
92,
58,
83,
114,
82,
77,
69,
78,
285,
156,
62,
92,
74,
83,
67,
78,
94,
67,
94,
101,
89,
84,
57,
104,
68,
111,
87,
94,
108,
68,
64,
75,
118,
83,
69,
234,
155,
108,
138,
94,
105,
73,
130,
122,
116,
103,
87,
76,
76,
72,
96,
138,
95,
86,
68,
94,
65,
80,
91,
95,
69,
76,
110,
116,
68,
80,
59,
81,
63,
84,
65,
71,
97,
60,
73,
76,
57,
77,
87,
86,
97,
114,
68,
70,
69,
114,
88,
90,
117,
133,
68,
76,
81,
75,
63,
93,
79,
69,
89,
101,
79,
119,
102,
111,
71,
101,
105,
94,
86,
102,
107,
87,
151,
118,
110,
90,
80,
164,
62,
102,
121,
121,
82,
95,
509,
70,
86,
122,
106,
78,
59,
87,
64,
91,
86,
91,
102,
111,
69,
84,
88,
77,
94,
106,
83,
74,
82,
50,
103,
87,
61,
89,
284,
66,
81,
98,
120,
100,
81,
72,
95,
103,
131,
108,
104,
73,
89,
90,
133,
108,
118,
315,
116,
88,
100,
92,
86,
112,
100,
141,
93,
94,
65,
103,
87,
87,
105,
93,
78,
82,
129,
113,
91,
77,
97,
89,
87,
86,
67,
54,
80,
86,
79,
70,
92,
88,
111,
116,
83,
84,
80,
92,
95,
97,
78,
61,
79,
84,
125,
89,
107,
71,
49,
86,
81,
81,
79,
80,
99,
101,
102,
70,
134,
67,
85,
85,
74,
73,
94,
189,
84,
89,
58,
89,
72,
80,
99,
110,
84,
77,
70,
91,
63,
99,
100,
124,
93,
82,
85,
77,
95,
97,
87,
77,
72,
89,
151,
71,
76,
88,
237,
102,
95,
84,
100,
82,
91,
95,
76,
57,
86,
75,
90,
105,
106,
59,
81,
69,
75,
66,
54,
62,
79,
55,
87,
87,
76,
104,
71,
250,
74,
99,
76,
72,
97,
79,
69,
76,
68,
93,
90,
83,
85,
90,
63,
61,
102,
119,
97,
64,
89,
56,
101,
94,
59,
95,
91,
89,
78,
90,
84,
124,
80,
65,
74,
75,
82,
96,
65,
110,
94,
77,
67,
94,
104,
97,
65,
87,
70,
100,
83,
70,
180,
92,
55,
120,
71,
64,
83,
82,
106,
105,
76,
40,
88,
87,
93,
112,
83,
128,
86,
88,
152,
68,
120,
95,
91,
57,
109,
97,
106,
91,
68,
138,
86,
66,
98,
74,
91,
65,
64,
87,
74,
64,
89,
93,
84,
91,
96,
146,
86,
92,
77,
494,
124,
125,
87,
111,
92,
76,
102,
138,
57,
105,
106,
82,
98,
74,
80,
83,
101,
95,
92,
69,
80,
76,
174,
96,
96,
71,
82,
50,
79,
62,
56,
69,
109,
76,
80,
63,
72,
81,
96,
86,
91,
100,
89,
109,
73,
80,
92,
78,
76,
110,
69,
75,
115,
77,
86,
109,
99,
247,
94,
92,
100,
98,
119,
111,
84,
78,
78,
71,
92,
76,
73,
86,
106,
82,
77,
62,
78,
83,
87,
94,
106,
115,
104,
126,
129,
78,
82,
80,
100,
110
] |
[
93,
118,
68,
103,
56,
90,
88,
97,
73,
82,
72,
86,
80,
105,
86,
105,
73,
78,
81,
102,
62,
79,
100,
96,
68,
78,
94,
87,
106,
93,
53,
49,
66,
123,
110,
116,
142,
58,
68,
134,
139,
95,
161,
64,
79,
109,
104,
72,
84,
94,
63,
117,
61,
61,
94,
78,
108,
94,
102,
82,
76,
145,
90,
84,
90,
118,
116,
126,
85,
74,
123,
42,
81,
68,
80,
62,
103,
86,
79,
143,
55,
118,
85,
76,
80,
128,
58,
103,
61,
97,
80,
157,
106,
90,
110,
72
] |
[
"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: -22.58%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.42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: 71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: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -22.58%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.42 times the mean)",
"Trend: [column_0] Trend change: from stable to upward",
"Turning points: [column_0] Turning points in forecast period: 71",
"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 30 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 30.",
"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 |
[
4,
6,
6,
3,
4,
3,
4,
3,
4,
3,
1,
4,
5,
4,
2,
6,
14,
14,
7,
7,
2,
3,
4,
5,
6,
9,
3,
3,
6,
5,
9,
4,
1,
4,
9,
2,
4,
5,
2,
4,
8,
2,
5,
2,
8,
4,
1,
6,
3,
5,
8,
5,
3,
2,
4,
5,
8,
4,
7,
6,
3,
13,
6,
1,
6,
10,
3,
2,
2,
3,
9,
3,
4,
1,
6,
2,
30,
7,
5,
7,
5,
3,
5,
9,
5,
13,
5,
10,
11,
2,
2,
3,
4,
8,
4,
4,
5,
6,
6,
6,
3,
4,
9,
3,
5,
3,
4,
4,
8,
6,
3,
1,
6,
4,
2,
7,
2,
4,
5,
10,
8,
0,
1,
6,
7,
3,
4,
5,
3,
3,
5,
4,
7,
2,
5,
8,
5,
4,
6,
5,
2,
5,
4,
10,
9,
8,
8,
3,
5,
6,
7,
5,
4,
7,
9,
3,
7,
10,
7,
6,
2,
4,
7,
6,
11,
6,
4,
5,
7,
12,
4,
9,
5,
5,
10,
5,
7,
7,
7,
5,
9,
2,
6,
9,
5,
6,
7,
6,
4,
5,
6,
8,
8,
5,
3,
7,
10,
12,
2,
6,
10,
8,
4,
8,
8,
2,
12,
6,
4,
5,
6,
11,
6,
5,
9,
5,
7,
5,
6,
3,
5,
6,
4,
2,
9,
8,
9,
14,
11,
10,
5,
5,
5,
4,
12,
2,
6,
5,
13,
15,
6,
9,
9,
20,
3,
4,
7,
6,
8,
13,
10,
4,
6,
8,
19,
9,
11,
8,
4,
11,
8,
14,
9,
7,
7,
4,
4,
10,
13,
6,
10,
6,
4,
7,
8,
12,
11,
11,
8,
5,
4,
12,
16,
8,
9,
5,
4,
3,
4,
10,
6,
4,
16,
7,
3,
7,
16,
11,
6,
10,
10,
17,
12,
12,
8,
9,
8,
7,
5,
6,
11,
9,
8,
6,
8,
6,
13,
11,
6,
6,
6,
3,
9,
6,
15,
11,
15,
4,
4,
7,
5,
15,
6,
7,
26,
11,
8,
5,
34,
12,
12,
9,
8,
17,
8,
10,
3,
6,
5,
10,
9,
5,
5,
9,
6,
5,
7,
6,
7,
4,
11,
10,
9,
6,
5,
5,
3,
12,
6,
9,
4,
20,
8,
9,
5,
5,
6,
6,
9,
21,
20,
12,
13,
10,
6,
4,
4,
4,
21,
9,
10,
24,
6,
5,
14,
7,
7,
9,
5,
10,
3,
3,
4,
9,
3,
5,
5,
5,
2,
6,
2,
9,
3,
2,
6,
5,
12,
3,
10,
1,
16,
7,
4,
5,
3,
5,
8,
5,
3,
6,
4,
13,
3,
9,
6,
6,
8,
25,
10,
8,
8,
5,
11,
10,
27,
6,
14,
2,
5,
4,
11,
15,
10,
19,
4,
9,
16,
7,
17,
4,
9,
13,
9,
34,
5,
7,
3,
2,
3,
6,
6,
5,
10,
5,
6,
5,
5,
5,
2,
10,
7,
6,
4,
1,
0,
3,
12,
3,
2,
4,
4,
7,
1,
27,
10,
9,
9,
1,
4,
4,
12,
12,
4,
7,
11,
6,
5,
13,
5,
6,
6,
4
] |
[
10,
5,
18,
10,
5,
7,
6,
3,
6,
14,
24,
8,
7,
6,
7,
11,
14,
7,
5,
5,
8,
9,
12,
34,
37,
36,
11,
15,
12,
6,
10,
6,
10,
4,
9,
11,
11,
7,
5,
8,
8,
5,
6,
3,
17,
5,
5,
4,
8,
5,
6,
6,
5,
6,
6,
4,
5,
6,
9,
2,
3,
5,
6,
7,
2,
6,
3,
14,
13,
5,
3,
3,
5,
7,
7,
7,
3,
7,
5,
4,
6,
7,
6,
4,
7,
5,
5,
4,
7,
5,
8,
13,
11,
18,
8,
6
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 0.00%",
"予測される変化率: [カラム_0] 予測される変化率: -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0.68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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -40.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.68 times the mean)",
"Trend: [column_0] Trend change: from stable 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
3,
22,
18,
13,
7,
17,
15,
15,
23,
14,
5,
10,
5,
7,
2,
8,
5,
4,
5,
6,
7,
12,
4,
5,
4,
2,
2,
4,
7,
3,
7,
3,
6,
214,
1,
12,
4,
2,
2,
2,
1,
5,
0,
2,
2,
6,
4,
4,
5,
1,
1,
14,
36,
5,
8,
8,
5,
10,
9,
4,
4,
2,
4,
7,
3,
2,
4,
9,
4,
2,
28,
0,
3,
7,
37,
3,
6,
7,
7,
4,
5,
17,
5,
10,
3,
6,
7,
9,
5,
3,
12,
13,
3,
6,
7,
4,
4,
0,
7,
16,
4,
6,
0,
7,
15,
4,
3,
3,
5,
3,
8,
4,
4,
4,
14,
4,
2,
5,
4,
5,
8,
8,
3,
5,
7,
6,
5,
5,
7,
6,
5,
3,
2,
4,
6,
2,
4,
5,
5,
6,
4,
5,
6,
4,
5,
4,
4,
9,
9,
12,
6,
1,
2,
2,
2,
6,
5,
5,
0,
5,
2,
11,
4,
6,
3,
7,
9,
2,
6,
9,
7,
6,
6,
3,
4,
4,
10,
6,
3,
6,
4,
3,
6,
4,
1,
6,
3,
5,
5,
8,
10,
5,
8,
5,
4,
5,
7,
8,
2,
6,
6,
7,
8,
5,
4,
4,
2,
6,
8,
7,
5,
6,
3,
9,
11,
7,
9,
4,
5,
4,
3,
4,
4,
8,
4,
8,
5,
10,
1,
2,
2,
5,
7,
5,
12,
7,
8,
6,
13,
10,
6,
4,
6,
5,
4,
13,
6,
3,
5,
8,
6,
8,
5,
7,
8,
7,
9,
2,
5,
1,
11,
11,
5,
9,
5,
3,
6,
3,
6,
3,
5,
10,
9,
12,
9,
11,
10,
6,
2,
3,
9,
3,
10,
8,
7,
6,
5,
6,
3,
5,
8,
7,
9,
8,
8,
5,
55,
9,
35,
12,
12,
13,
9,
12,
4,
6,
11,
8,
12,
5,
9,
7,
1,
13,
9,
5,
5,
2,
8,
8,
11,
4,
8,
10,
7,
10,
8,
6,
8,
2,
5,
9,
10,
7,
3,
4,
9,
9,
6,
7,
8,
4,
13,
8,
5,
3,
8,
20,
15,
10,
15,
14,
8,
7,
4,
17,
9,
11,
10,
17,
7,
6,
4,
8,
27,
8,
12,
9,
22,
17,
13,
9,
16,
11,
10,
10,
10,
10,
6,
18,
13,
4,
8,
10,
9,
6,
10,
14,
10,
17,
11,
3,
6,
8,
10,
9,
7,
13,
12,
8,
9,
15,
5,
7,
7,
47,
9,
14,
15,
12,
7,
5,
7,
6,
18,
6,
3,
3,
7,
6,
46,
10,
11,
8,
21,
8,
7,
8,
8,
14,
9,
12,
12,
6,
12,
5,
9,
6,
93,
17,
9,
6,
13,
14,
14,
9,
2,
19,
7,
12,
10,
5,
2,
7,
13,
15,
3,
12,
11,
11,
6,
5,
9,
6,
11,
5,
5,
6,
5,
7,
9,
7,
7,
14,
11,
10,
15,
9,
6,
7,
11,
10,
8,
10,
8,
8,
8,
19,
11,
7,
6,
9,
12,
11,
12,
8,
10,
7,
8,
4,
15,
7,
11,
13,
15,
46,
8,
16,
10,
16,
9
] |
[
8,
10,
18,
10,
5,
10,
14,
33,
126,
21,
70,
9,
13,
33,
6,
36,
37,
14,
36,
13,
11,
18,
10,
26,
27,
18,
16,
17,
19,
14,
20,
16,
16,
19,
13,
10,
23,
17,
20,
23,
9,
13,
29,
25,
13,
17,
15,
16,
21,
11,
9,
14,
15,
13,
14,
12,
13,
9,
11,
16,
21,
14,
9,
11,
11,
16,
9,
9,
13,
53,
12,
8,
18,
9,
10,
9,
37,
11,
14,
25,
19,
10,
14,
10,
6,
11,
18,
12,
15,
17,
13,
13,
12,
10,
14,
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: 下降傾向",
"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: 12.50%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.26倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 125.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.50%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.26 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 66 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 32.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 66."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
12,
25,
13,
9,
5,
19,
9,
25,
15,
30,
1,
21,
53,
18,
21,
36,
11,
4,
8,
20,
18,
13,
72,
20,
10,
60,
67,
31,
85,
33,
14,
4,
7,
11,
18,
8,
17,
22,
11,
10,
30,
16,
10,
16,
15,
10,
9,
21,
30,
14,
9,
9,
5,
6,
13,
11,
15,
16,
11,
14,
3,
7,
11,
20,
31,
11,
4,
6,
13,
26,
20,
21,
11,
7,
10,
10,
12,
16,
13,
13,
8,
7,
15,
10,
24,
12,
20,
7,
7,
21,
26,
16,
13,
6,
9,
7,
7,
8,
15,
17,
19,
6,
5,
12,
17,
23,
29,
17,
0,
9,
14,
7,
15,
10,
20,
6,
5,
17,
18,
4,
10,
12,
6,
4,
9,
18,
21,
15,
17,
10,
5,
14,
10,
18,
19,
8,
3,
6,
13,
17,
20,
19,
16,
3,
2,
15,
14,
7,
9,
12,
7,
10,
15,
11,
19,
16,
16,
10,
7,
12,
14,
18,
18,
14,
9,
10,
10,
11,
25,
9,
19,
6,
6,
12,
9,
14,
12,
4,
7,
13,
17,
10,
9,
11,
5,
4,
7,
17,
12,
20,
10,
11,
8,
9,
26,
29,
35,
23,
11,
4,
48,
46,
26,
28,
22,
14,
6,
7,
20,
20,
309,
306,
283,
88,
41,
76,
67,
30,
29,
40,
13,
10,
24,
21,
32,
23,
18,
12,
33,
54,
61,
41,
45,
38,
20,
19,
39,
29,
36,
101,
66,
27,
53,
49,
37,
55,
39,
53,
40,
40,
62,
29,
36,
39,
59,
27,
38,
38,
29,
34,
49,
29,
26,
16,
49,
43,
51,
38,
31,
17,
23,
28,
84,
66,
72,
188,
133,
37045,
138664,
86587,
48151,
31851,
22801,
15900,
12548,
10522,
8064,
8595,
5378,
4153,
2894,
3146,
3676,
3849,
2940,
2499,
1852,
1858,
1513,
1956,
1963,
2346,
1702,
1558,
1025,
1099,
1123,
1130,
1312,
1209,
1643,
1407,
1108,
3629,
5209,
5113,
3897,
2598,
2443,
2052,
1854,
1566,
1504,
1372,
1242,
1000,
1079,
1383,
1358,
1320,
1170,
837,
861,
995,
1237,
1285,
1215,
1202,
1173,
1011,
1159,
1955,
1318,
1219,
1117,
1060,
944,
939,
1057,
1029,
1264,
1177,
966,
966,
961,
1004,
1049,
989,
1006,
1031,
895,
924,
1071,
973,
1083,
988,
890,
875,
921,
931,
975,
1134,
1064,
891,
853,
864,
1012,
970,
944,
954,
955,
808,
791,
907,
939,
953,
960,
898,
883,
880,
1064,
1103,
1105,
1010,
972,
948,
932,
941,
1007,
889,
876,
949,
887,
640,
345,
312,
356,
374,
282,
252,
245,
329,
329,
355,
362,
252,
250,
398,
507,
394,
423,
363,
345,
280,
267,
399,
388,
335,
477,
310,
272,
292,
380,
365,
479,
446,
315,
484,
266,
316,
315,
370,
319,
308,
254,
298,
364,
345,
455,
530,
431,
336,
336,
498,
442,
421,
434,
409,
336,
370,
410,
460,
425,
417,
399,
345,
369,
402,
458,
332,
324,
325,
274,
374,
414,
380,
363,
474,
336,
387,
412,
480,
352,
417,
369,
299,
288,
355,
435,
509,
493,
481,
430,
375,
375,
404,
502,
410,
423,
414,
330,
481,
626,
642,
538,
453,
404,
305,
321,
396,
372,
367
] |
[
349,
341,
427,
383,
367,
349,
401,
378,
410,
504,
328,
481,
399,
440,
396,
327,
265,
335,
330,
390,
380,
397,
352,
280,
474,
485,
404,
349,
349,
344,
250,
263,
470,
499,
396,
372,
371,
396,
520,
948,
520,
521,
445,
391,
345,
343,
355,
415,
507,
386,
363,
252,
317,
373,
385,
405,
358,
366,
267,
294,
436,
551,
621,
510,
401,
308,
309,
419,
348,
357,
380,
312,
269,
287,
366,
377,
361,
324,
826,
619,
936,
710,
475,
469,
434,
417,
280,
333,
442,
378,
427,
369,
302,
283,
310,
394
] |
[
"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: 2958.33%",
"予測される変化率: [カラム_0] 予測される変化率: 12.89%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.56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: 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: 2958.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 12.89%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.56 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 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 92 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 92.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
56,
33,
19,
30,
20,
40,
29,
22,
41,
146,
31,
14,
38,
36,
30,
31,
25,
26,
22,
21,
27,
23,
13,
35,
10,
9,
26,
22,
28,
22,
18,
14,
16,
17,
20,
19,
29,
23,
16,
12,
30,
29,
20,
22,
14,
19,
18,
24,
19,
34,
23,
19,
11,
4,
31,
32,
19,
26,
30,
21,
13,
20,
25,
15,
28,
17,
23,
17,
22,
24,
18,
20,
31,
15,
14,
21,
33,
26,
56,
28,
17,
16,
30,
33,
33,
26,
24,
17,
14,
34,
26,
33,
25,
38,
39,
14,
38,
24,
25,
27,
19,
14,
13,
37,
21,
23,
19,
17,
11,
12,
30,
23,
40,
29,
24,
30,
17,
26,
24,
30,
34,
39,
25,
15,
28,
22,
23,
36,
30,
30,
20,
32,
32,
24,
29,
35,
16,
26,
38,
25,
29,
26,
27,
17,
24,
41,
34,
45,
35,
26,
26,
16,
25,
29,
17,
29,
36,
21,
19,
35,
32,
48,
21,
23,
20,
21,
15,
27,
37,
29,
22,
26,
18,
42,
32,
41,
40,
51,
38,
17,
33,
39,
37,
11,
13,
33,
12,
23,
21,
38,
32,
30,
23,
27,
33,
47,
37,
56,
32,
41,
35,
34,
43,
41,
51,
34,
53,
43,
39,
33,
28,
35,
32,
24,
28,
41,
43,
39,
45,
29,
21,
33,
34,
35,
34,
57,
39,
33,
22,
26,
36,
35,
44,
46,
25,
25,
39,
27,
32,
40,
39,
17,
31,
34,
43,
42,
22,
34,
21,
26,
25,
23,
32,
25,
31,
18,
21,
30,
36,
32,
46,
35,
34,
34,
47,
34,
43,
44,
46,
28,
29,
40,
34,
40,
31,
28,
26,
14,
32,
192,
36,
43,
32,
177,
33,
27,
33,
53,
65,
42,
13,
19,
44,
49,
48,
64,
38,
22,
31,
31,
39,
40,
38,
34,
15,
9,
21,
34,
38,
37,
37,
22,
20,
12,
28,
44,
48,
30,
16,
24,
48,
34,
38,
55,
46,
21,
24,
46,
44,
38,
34,
34,
16,
18,
26,
37,
49,
44,
37,
18,
28,
49,
54,
49,
45,
38,
20,
24,
20,
50,
57,
41,
50,
14,
17,
39,
44,
39,
54,
51,
34,
39,
44,
32,
43,
59,
29,
25,
15,
35,
41,
31,
31,
23,
12,
22,
27,
32,
49,
34,
24,
11,
31,
33,
26,
39,
27,
40,
23,
14,
38,
33,
28,
30,
16,
21,
20,
14,
25,
17,
24,
32,
12,
13,
25,
20,
14,
33,
27,
19,
20,
35,
22,
23,
17,
21,
12,
15,
27,
25,
29,
24,
20,
19,
23,
27,
29,
41,
19,
13,
13,
21,
29,
53,
45,
24,
31,
26,
28,
29,
42,
36,
35,
24,
14,
19,
25,
37,
29,
46,
31,
15,
25,
34,
51,
23,
29,
26,
8,
23,
34,
39,
34,
34,
26,
21,
11,
37,
41,
37,
35,
22,
30,
24,
34,
37,
26,
27,
30,
30,
20,
31,
34,
21,
35,
28,
19,
28,
28,
44,
43,
35,
20,
17,
21,
34,
38,
25,
28,
27,
28,
11,
29,
27,
32,
35,
22,
16,
18,
31,
33,
41
] |
[
45,
34,
22,
23,
36,
41,
44,
26,
27,
25,
33,
35,
38,
35,
36,
26,
23,
23,
36,
40,
17,
35,
25,
25,
33,
26,
20,
30,
21,
40,
26,
23,
31,
35,
30,
18,
25,
19,
9,
13,
10,
34,
27,
33,
19,
15,
44,
36,
36,
34,
32,
21,
20,
34,
25,
43,
46,
34,
24,
19,
35,
30,
48,
28,
47,
30,
19,
52,
37,
24,
36,
36,
27,
40,
45,
41,
40,
37,
40,
24,
20,
53,
40,
54,
43,
45,
27,
25,
41,
31,
54,
28,
30,
30,
25,
41
] |
[
"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: -26.79%",
"予測される変化率: [カラム_0] 予測される変化率: -8.89%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の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: 58個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -26.79%",
"Forecasted change rate: [column_0] Forecasted change rate: -8.89%",
"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: 58",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 12 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 12.",
"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 |
[
96,
74,
94,
97,
91,
83,
68,
58,
85,
74,
115,
279,
323,
223,
141,
120,
96,
93,
107,
107,
82,
74,
80,
61,
68,
105,
55,
74,
94,
400,
202,
141,
96,
80,
130,
102,
86,
75,
81,
88,
64,
68,
70,
73,
63,
82,
72,
81,
76,
64,
61,
75,
91,
67,
65,
73,
65,
48,
60,
62,
65,
35,
51,
52,
53,
47,
64,
62,
48,
48,
107,
68,
57,
84,
53,
55,
60,
70,
50,
69,
91,
87,
106,
97,
90,
64,
84,
113,
71,
59,
64,
48,
44,
46,
104,
70,
45,
44,
44,
60,
60,
67,
62,
83,
48,
71,
49,
51,
83,
84,
62,
54,
66,
58,
51,
68,
75,
63,
54,
61,
54,
52,
67,
66,
43,
63,
63,
50,
57,
52,
76,
43,
49,
756,
162,
74,
81,
78,
55,
50,
51,
43,
42,
66,
78,
59,
46,
38,
50,
39,
52,
56,
51,
64,
64,
235,
269,
158,
147,
139,
103,
89,
80,
67,
82,
93,
79,
83,
88,
122,
62,
83,
76,
62,
63,
85,
85,
77,
93,
192,
96,
65,
69,
97,
112,
123,
107,
100,
81,
93,
65,
94,
109,
99,
91,
77,
70,
81,
87,
112,
111,
73,
87,
121,
92,
127,
109,
114,
81,
89,
111,
80,
55,
92,
277,
101,
178,
110,
81,
73,
99,
116,
77,
86,
97,
98,
124,
164,
133,
87,
94,
90,
72,
88,
119,
96,
80,
79,
100,
173,
178,
127,
126,
102,
252,
147,
110,
126,
225,
271,
171,
157,
176,
140,
159,
223,
237,
166,
206,
202,
239,
216,
286,
295,
351,
400,
478,
907,
5354,
7481,
7053,
3986,
2907,
2656,
2037,
2722,
3813,
4022,
2001,
1573,
1560,
1556,
1493,
2985,
2975,
1784,
1268,
1276,
961,
998,
1546,
1822,
935,
700,
691,
642,
686,
953,
920,
468,
400,
408,
445,
498,
499,
566,
901,
651,
615,
432,
365,
378,
344,
229,
224,
241,
207,
222,
213,
600,
214,
182,
146,
131,
146,
204,
180,
104,
134,
129,
119,
103,
129,
123,
132,
137,
105,
106,
110,
157,
198,
157,
169,
123,
100,
150,
128,
134,
87,
89,
91,
97,
112,
125,
121,
94,
90,
99,
99,
106,
114,
135,
53,
84,
101,
90,
108,
117,
145,
119,
114,
110,
113,
105,
163,
159,
115,
111,
175,
168,
211,
272,
245,
199,
141,
118,
135,
169,
231,
436,
420,
355,
266,
253,
177,
394,
282,
200,
172,
153,
146,
151,
153,
161,
120,
633,
1126,
1750,
1396,
1667,
1610,
1384,
1401,
961,
760,
666,
947,
1013,
605,
651,
493,
517,
504,
821,
885,
552,
543,
382,
349,
395,
733,
904,
504,
433,
684,
876,
524,
806,
1011,
567,
520,
488,
421,
425,
600,
792,
792,
527,
428,
606,
426,
599,
555,
345,
308,
294,
288,
267,
564,
462,
289,
289,
275,
245,
279,
418,
415,
425,
262,
225,
253,
256,
337,
432,
340,
347,
253,
227,
267,
737,
441,
260,
210,
203,
185,
189,
267,
295,
185,
157,
192,
462,
502,
430,
395,
428,
258,
269,
190,
188,
227,
255,
201,
142,
138,
172,
163,
216,
241,
136,
146,
190
] |
[
126,
134,
211,
214,
135,
151,
156,
138,
143,
198,
195,
126,
156,
116,
123,
100,
151,
164,
116,
137,
271,
159,
98,
151,
182,
120,
141,
149,
144,
177,
178,
217,
173,
140,
141,
186,
172,
164,
275,
285,
241,
216,
161,
178,
204,
286,
244,
131,
136,
140,
120,
201,
188,
114,
119,
133,
171,
136,
179,
171,
118,
133,
136,
118,
153,
177,
199,
132,
137,
129,
154,
423,
269,
241,
147,
101,
139,
118,
204,
1264,
1305,
442,
331,
271,
527,
293,
379,
474,
283,
225,
219,
190,
205,
281,
405,
174
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 97.92%",
"予測される変化率: [カラム_0] 予測される変化率: 38.10%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.01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: 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: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 97.92%",
"Forecasted change rate: [column_0] Forecasted change rate: 38.10%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.01 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 upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 84."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
36,
22,
13,
27,
32,
31,
21,
22,
35,
32,
36,
40,
20,
42,
40,
38,
24,
29,
17,
34,
28,
22,
52,
24,
28,
21,
24,
29,
27,
22,
139,
40,
26,
20,
21,
20,
13,
79,
50,
18,
24,
21,
29,
23,
14,
19,
18,
28,
46,
15,
13,
21,
26,
31,
28,
24,
28,
25,
18,
29,
28,
20,
30,
19,
33,
29,
19,
26,
40,
25,
24,
20,
25,
19,
19,
32,
21,
19,
29,
21,
54,
19,
21,
56,
41,
24,
28,
19,
16,
19,
23,
19,
21,
24,
23,
31,
19,
24,
23,
28,
19,
20,
27,
19,
36,
27,
30,
19,
26,
38,
22,
37,
37,
26,
56,
20,
26,
22,
43,
22,
17,
16,
21,
21,
20,
52,
25,
31,
28,
26,
14,
37,
22,
30,
28,
14,
22,
24,
21,
69,
30,
24,
33,
32,
37,
31,
38,
22,
23,
21,
18,
25,
22,
32,
26,
18,
30,
9,
18,
31,
30,
23,
24,
21,
23,
20,
30,
21,
22,
28,
31,
30,
20,
20,
18,
32,
19,
22,
18,
34,
26,
37,
40,
27,
27,
10,
19,
29,
19,
33,
16,
29,
22,
23,
37,
38,
31,
37,
24,
39,
41,
35,
32,
34,
46,
34,
42,
43,
34,
34,
30,
34,
34,
28,
33,
26,
25,
16,
20,
25,
24,
30,
31,
33,
31,
41,
28,
24,
28,
36,
43,
31,
46,
46,
19,
45,
39,
41,
37,
36,
236,
15,
30,
32,
35,
34,
106,
27,
23,
34,
37,
27,
35,
34,
32,
40,
47,
33,
34,
32,
31,
22,
27,
41,
34,
24,
33,
36,
30,
23,
34,
36,
46,
43,
55,
46,
26,
44,
34,
45,
47,
46,
48,
30,
34,
48,
46,
32,
54,
39,
25,
28,
74,
76,
49,
71,
46,
56,
41,
98,
71,
73,
110,
82,
46,
58,
95,
107,
119,
70,
86,
70,
106,
237,
372,
1368,
27084,
703,
159,
100,
130,
111,
104,
96,
57,
35,
135,
119,
221,
47,
30,
44,
47,
26,
56,
49,
49,
36,
44,
31,
28,
34,
44,
47,
35,
26,
40,
35,
29,
67,
33,
29,
39,
29,
25,
68,
32,
18,
32,
31,
31,
25,
49,
25,
31,
28,
23,
22,
28,
46,
30,
23,
34,
28,
18,
23,
50,
35,
61,
52,
31,
20,
31,
60,
22,
26,
23,
25,
37,
23,
21,
34,
24,
19,
36,
10,
16,
23,
19,
23,
18,
31,
23,
19,
33,
22,
23,
30,
49,
19,
16,
21,
23,
20,
25,
44,
29,
26,
24,
19,
25,
20,
20,
25,
19,
29,
71,
33,
23,
30,
16,
24,
19,
24,
36,
55,
31,
48,
27,
28,
25,
25,
16,
31,
16,
24,
40,
14,
11,
20,
22,
11,
10,
24,
16,
35,
28,
13,
29,
16,
47,
28,
28,
36,
16,
23,
25,
18,
18,
14,
23,
32,
26,
26,
19,
25,
20,
23,
19,
21,
18,
16,
18,
23,
14,
18,
12,
24,
23,
15,
31,
44,
22,
17,
30,
28,
23,
19,
23,
25,
28,
35,
25,
25,
20,
28,
16,
20,
18,
17,
20,
21
] |
[
15,
22,
13,
21,
26,
25,
22,
31,
24,
19,
28,
24,
31,
16,
22,
25,
15,
15,
19,
20,
28,
36,
20,
18,
23,
31,
25,
23,
17,
40,
21,
24,
23,
24,
30,
31,
25,
18,
9,
41,
44,
35,
33,
18,
32,
31,
24,
27,
15,
27,
38,
12,
26,
17,
28,
28,
38,
24,
30,
29,
29,
24,
21,
133,
36,
17,
25,
49,
115,
34,
33,
31,
30,
34,
28,
27,
34,
25,
28,
19,
50,
35,
19,
45,
27,
39,
41,
32,
37,
37,
71,
36,
44,
33,
39,
30
] |
[
"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: -41.67%",
"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13.47倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -41.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.47 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 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 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 upward 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
137,
123,
95,
259,
627,
534,
457,
538,
420,
255,
304,
219,
199,
268,
368,
292,
285,
369,
373,
258,
411,
391,
368,
456,
535,
490,
505,
835,
657,
603,
606,
494,
493,
464,
822,
933,
651,
2,
2,
0,
0,
1076,
932,
651,
605,
660,
616,
517,
641,
826,
584,
557,
552,
731,
791,
1117,
1314,
1190,
1937,
2364,
3022,
2901,
2244,
2133,
1417,
1561,
1746,
1894,
2525,
2286,
2656,
2193,
3113,
3290,
3532,
2763,
2415,
3372,
1457,
1208,
1042,
1683,
2114,
2190,
2208,
2160,
1549,
1498,
1438,
1130,
1058,
1180,
994,
902,
821,
894,
783,
796,
740,
572,
686,
593,
687,
619,
588,
556,
697,
518,
521,
616,
454,
460,
483,
482,
482,
531,
500,
489,
489,
496,
411,
487,
390,
475,
444,
475,
548,
606,
567,
561,
565,
592,
741,
760,
618,
621,
612,
616,
666,
726,
789,
723,
830,
824,
764,
670,
613,
661,
424,
414,
534,
438,
514,
692,
579,
526,
579,
458,
343,
347,
1222,
941,
508,
576,
617,
389,
444,
514,
554,
383,
304,
321,
284,
287,
371,
433,
842,
589,
578,
521,
565,
664,
789,
557,
483,
390,
303,
467,
423,
502,
327,
324,
368,
331,
290,
396,
418,
367,
315,
411,
457,
403,
578,
560,
553,
490,
326,
405,
330,
459,
613,
461,
355,
386,
315,
323,
433,
411,
357,
359,
504
] |
[
424,
424,
658,
746,
424,
470,
431,
449,
414,
480,
565,
347,
356,
401,
428,
493,
559,
626,
472,
434,
449,
372,
347,
372,
538,
527,
538,
656,
543,
484,
587,
738,
577,
430,
463,
579,
537,
560,
741,
837,
657,
604,
510,
539,
584,
689,
539,
495,
524,
510,
504,
543,
543,
443,
372,
339,
388,
360,
457,
465,
485,
670,
595,
515,
427,
365,
345,
399,
489,
623,
734,
584,
597,
604,
575,
569,
752,
641,
578,
560,
710,
503,
693,
673,
590,
332,
396,
548,
405,
430,
402,
517,
369,
558,
723,
459
] |
[
"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: 267.88%",
"予測される変化率: [カラム_0] 予測される変化率: 8.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.48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: 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: 267.88%",
"Forecasted change rate: [column_0] Forecasted change rate: 8.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.48 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 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 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 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 |
[
903,
827,
939,
1160,
1132,
1008,
958,
884,
821,
816,
1032,
975,
959,
821,
827,
873,
840,
798,
772,
939,
747,
662,
1329,
913,
703,
798,
671,
643,
611,
601,
533,
582,
651,
625,
601,
708,
712,
775,
804,
887,
809,
866,
886,
817,
811,
773,
834,
889,
762,
769,
669,
694,
876,
848,
888,
888,
904,
780,
753,
891,
900,
754,
732,
795,
717,
720,
836,
969,
760,
807,
820,
692,
679,
767,
808,
671,
692,
705,
650,
626,
704,
719,
800,
877,
895,
824,
759,
822,
986,
834,
734,
746,
714,
648,
833,
822,
775,
706,
755,
791,
781,
895,
1022,
968,
893,
760,
795,
713,
913,
1101,
868,
836,
802,
684,
730,
783,
895,
746,
773,
742,
718,
744,
841,
803,
844,
856,
730,
685,
662,
942,
983,
788,
854,
755,
743,
709,
941,
785,
692,
736,
781,
726,
700,
787,
863,
945,
700,
681,
680,
603,
696,
849,
648,
576,
623,
652,
714,
766,
771,
689,
674,
688,
710,
764,
654,
728,
899,
878,
667,
606,
723,
688,
721,
666,
653,
744,
676,
693,
730,
786,
697,
674,
737,
633,
526,
708,
878,
818,
893,
843,
864,
773,
762,
1003,
989,
711,
713,
691,
713,
815,
899,
743,
726,
688,
682,
653,
834,
800,
728,
736,
712,
781,
770,
787,
815,
867,
835,
830,
781,
895,
1227,
1317,
952,
1107,
955,
1127,
990,
1273,
1076,
937,
855,
862,
1067,
895,
1070,
1068,
862,
924,
867,
815,
749,
955,
1089,
947,
916,
860,
819,
809,
853,
1049,
1005,
892,
960,
794,
795,
811,
942,
899,
770,
834,
799,
827,
787,
865,
818,
881,
830,
890,
705,
762,
869,
775,
860,
810,
743,
801,
884,
977,
712,
738,
776,
819,
738,
990,
889,
803,
808,
761,
799,
737,
894,
980,
738,
727,
648,
670,
841,
875,
971,
741,
648,
814,
620,
754,
766,
668,
729,
763,
841,
930,
808,
817,
824,
797,
740,
721,
705,
607,
684,
779,
764,
801,
819,
821,
725,
840,
795,
976,
804,
1007,
833,
895,
815,
808,
777,
752,
793,
918,
829,
1054,
1108,
1002,
1008,
1003,
988,
1509,
1457,
966,
898,
756,
708,
766,
1274,
1525,
1005,
817,
853,
845,
749,
713,
871,
724,
657,
635,
797,
748,
627,
724,
688,
692,
707,
759,
810,
818,
940,
845,
773,
725,
754,
722,
646,
747,
775,
746,
720,
674,
623,
590,
683,
607,
669,
688,
675,
722,
613,
697,
698,
557,
782,
727,
590,
575,
710,
647,
605,
766,
693,
621,
653,
596,
632,
621,
716,
660,
631,
561,
547,
604,
598,
522,
632,
523,
460,
626,
594,
599,
532,
536,
501,
677,
852,
902,
746,
648,
650,
658,
703,
786,
810,
716,
641,
625,
617,
621,
662,
709,
712,
636,
633,
795,
622,
672,
702,
665,
696,
620,
609,
640,
607,
741,
1185,
1176,
1166,
1207,
1231,
1582,
1680,
1191,
3157,
1141,
947,
884,
1246,
849,
891,
853,
709,
608,
612,
624,
661,
615,
550,
531,
663,
588,
567,
635,
527,
559,
499,
627,
543,
571,
666,
527,
623,
556,
519,
562,
1103,
865,
812,
718,
615,
680,
475,
709,
711,
584,
599,
592
] |
[
529,
602,
609,
4425,
3296,
1382,
1000,
1051,
888,
924,
1107,
987,
819,
914,
750,
723,
854,
814,
687,
814,
739,
765,
695,
774,
763,
822,
780,
653,
704,
778,
704,
770,
853,
714,
686,
688,
656,
595,
531,
688,
798,
841,
843,
753,
734,
826,
827,
870,
674,
749,
705,
686,
763,
653,
636,
740,
706,
731,
863,
771,
672,
761,
759,
764,
867,
767,
789,
858,
679,
660,
647,
673,
641,
739,
665,
618,
661,
656,
701,
720,
733,
591,
649,
700,
728,
714,
788,
731,
686,
682,
743,
683,
731,
685,
781,
681
] |
[
"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: -34.44%",
"予測される変化率: [カラム_0] 予測される変化率: 28.73%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.32倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -34.44%",
"Forecasted change rate: [column_0] Forecasted change rate: 28.73%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.32 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
2,
4,
4,
4,
16,
2,
3,
3,
10,
2,
7,
3,
0,
4,
11,
3,
2,
5,
1,
1,
7,
5,
3,
10,
3,
1,
6,
5,
7,
3,
3,
2,
2,
7,
2,
3,
3,
4,
4,
3,
4,
1,
5,
4,
3,
3,
6,
1,
3,
2,
0,
5,
2,
5,
5,
5,
1,
5,
2,
1,
11,
8,
3,
4,
5,
4,
4,
4,
5,
2,
4,
1,
3,
5,
2,
6,
6,
3,
7,
2,
1,
2,
2,
1,
3,
2,
2,
3,
2,
2,
4,
3,
2,
2,
2,
1,
4,
2,
3,
4,
7,
9,
7,
14,
5,
6,
9,
4,
2,
6,
5,
7,
2,
1,
4,
2,
2,
3,
0,
2,
5,
7,
3,
4,
4,
2,
5,
2,
1,
4,
1,
0,
10,
2,
5,
7,
1,
3,
3,
4,
8,
5,
5,
2,
6,
5,
1,
2,
5,
4,
4,
5,
10,
1,
2,
0,
5,
2,
3,
6,
3,
4,
7,
1,
7,
10,
2,
3,
4,
6,
3,
3,
6,
5,
5,
5,
3,
1,
1,
8,
1,
2,
0,
1,
3,
3,
7,
7,
1,
3,
3,
5,
4,
6,
2,
3,
8,
1,
2,
5,
2,
7,
4,
3,
5,
4,
9,
8,
2,
4,
7,
5,
0,
2,
5,
1,
3,
2,
7,
3,
7,
6,
3,
5,
5,
3,
2,
5,
4,
10,
4,
7,
3,
3,
3,
5,
4,
10,
5,
2,
6,
1,
8,
7,
3,
5,
7,
5,
6,
6,
2,
6,
3,
2,
6,
7,
6,
4,
5,
5,
9,
4,
8,
7,
5,
7,
7,
4,
8,
7,
8,
4,
3,
5,
7,
5,
3,
4,
5,
5,
0,
5,
2,
4,
4,
3,
6,
2,
6,
3,
3,
13,
6,
6,
4,
4,
5,
1,
5,
2,
1,
8,
4,
7,
1,
3,
3,
0,
2,
9,
6,
4,
15,
3,
7,
5,
7,
2,
3,
8,
5,
0,
3,
3,
3,
6,
3,
1,
4,
1,
3,
7,
2,
10,
6,
6,
2,
3,
4,
4,
1,
6,
6,
3,
0,
4,
4,
4,
4,
2,
2,
3,
6,
2,
6,
8,
3,
2,
5,
7,
2,
18,
4,
2,
7,
4,
7,
6,
4,
2,
2,
6,
4,
6,
5,
10,
45,
13,
16,
19,
9,
9,
23,
4,
9,
21,
11,
11,
61,
200,
14,
7,
10,
10,
7,
6,
7,
2,
3,
5,
13,
4,
7,
0,
189,
3,
4,
4,
12,
5,
1,
3,
4,
3,
6,
6,
1,
5,
6,
256,
3,
3,
6,
6,
0,
5,
2,
16,
7,
4,
10,
6,
6,
4,
297,
86,
4,
1,
1,
6,
4,
1,
6,
5,
3,
1,
3,
1,
5,
312,
3,
30,
4,
7,
5,
5,
7,
7,
5,
3,
5,
10,
37,
3,
231,
93,
2,
4,
59,
186,
2,
9,
3,
12,
2,
5,
3,
3,
6,
2,
2,
1,
3,
7,
586,
5,
3,
3,
2,
5,
4,
3,
10,
4,
2,
3,
1,
3,
6,
329,
0,
8,
4,
2,
1,
1,
7,
3,
2,
2,
4
] |
[
5,
0,
11,
289,
11,
8,
5,
6,
4,
3,
4,
3,
4,
1,
3,
8,
4,
5,
334,
2,
5,
14,
3,
8,
8,
9,
10,
12,
6,
2,
12,
7,
8,
73,
10,
5,
12,
6,
12,
7,
9,
2,
5,
2,
6,
3,
5,
3,
112,
2,
3,
4,
2,
5,
8,
1,
9,
5,
8,
4,
5,
5,
3,
62,
3,
4,
3,
6,
6,
6,
8,
3,
4,
3,
6,
3,
2,
5,
47,
8,
6,
5,
7,
6,
2,
6,
6,
11,
6,
7,
29,
5,
9,
92,
9,
6
] |
[
"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: 100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 20.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.76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: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 20.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.76 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 64",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 22 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 50 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 50."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
56,
20,
24,
30,
36,
14,
43,
110,
47,
27,
35,
25,
28,
37,
19,
26,
31,
44,
61,
17,
22,
11,
12,
19,
12,
16,
27,
12,
24,
10,
7,
8,
6,
13,
14,
11,
9,
7,
14,
13,
13,
14,
8,
9,
13,
21,
20,
8,
9,
9,
10,
6,
10,
17,
7,
16,
19,
14,
7,
11,
7,
9,
10,
25,
4,
7,
13,
10,
13,
50,
67,
18,
42,
14,
14,
8,
17,
24,
19,
18,
14,
15,
23,
17,
22,
20,
15,
22,
17,
24,
27,
27,
21,
25,
30,
15,
26,
14,
14,
19,
16,
13,
12,
23,
12,
24,
15,
53,
12,
18,
16,
18,
16,
13,
13,
27,
19,
17,
10,
15,
16,
24,
30,
10,
12,
16,
20,
27,
113,
72,
27,
54,
62,
51,
17,
13,
23,
24,
20,
21,
12,
33,
43,
23,
25,
21,
55,
53,
70,
107,
61,
30,
33,
37,
166,
65,
65,
58,
50,
65,
50,
55,
62,
106,
47,
123,
77,
93,
85,
135,
112,
88,
34,
78,
125,
71,
74,
147,
58,
52,
47,
44,
54,
47,
30,
25,
22,
21,
26,
41,
36,
25,
17,
32,
21,
36,
32,
105,
29,
18,
69,
18,
19,
26,
23,
23,
32,
29,
37,
6,
50,
13,
21,
51,
25,
25,
37,
13,
18,
22,
21,
35,
21,
46,
15,
24,
18,
11,
21,
19,
25,
32,
26,
14,
14,
19,
16,
20,
21,
23,
25,
25,
16,
32,
19,
22,
14,
40,
46,
28,
28,
27,
20,
40,
41,
33,
65,
26,
12,
33,
26,
31,
43,
29,
63,
39,
20,
22,
76,
57,
26,
44,
21,
28,
23,
34,
80,
116,
65,
23,
36,
127,
20,
23,
28,
24,
27,
25,
23,
27,
25,
25,
19,
18,
26,
44,
22,
18,
29,
24,
28,
45,
22,
22,
22,
26,
25,
25,
27,
17,
26,
47,
66,
23,
23,
40,
27,
21,
17,
21,
20,
25,
22,
22,
50,
23,
32,
20,
24,
25,
16,
17,
28,
25,
28,
33,
13,
17,
25,
34,
24,
26,
19,
25,
23,
23,
17,
24,
18,
36,
17,
9,
22,
64,
18,
21,
60,
32,
27,
26,
16,
25,
24,
21,
26,
25,
25,
48,
39,
19,
23,
25,
24,
20,
15,
19,
24,
20,
19,
15,
21,
23,
14,
20,
20,
18,
42,
18,
16,
60,
14,
26,
13,
19,
31,
20,
16,
26,
24,
15,
19,
25,
24,
34,
24,
16,
27,
33,
19,
19,
16,
17,
19,
28,
18,
12,
23,
21,
27,
21,
13,
25,
18,
32,
21,
17,
20,
14,
28,
23,
24,
22,
23,
27,
22,
33,
27,
15,
19,
20,
16,
18,
32,
28,
17,
37,
20,
27,
23,
12,
22,
19,
13,
19,
21,
19,
18,
75,
46,
22,
19,
113,
36,
23,
9,
54,
16,
23,
18,
28,
25,
25,
27,
64,
48,
21,
31,
18,
18,
74,
48,
17,
19,
36,
40,
18,
40,
33,
34,
19,
28,
17,
14,
21,
18,
37,
34,
16,
28,
121,
64,
20,
23,
18,
31,
27,
28,
22,
18,
52,
39,
14
] |
[
27,
40,
45,
32,
29,
24,
48,
37,
99,
22,
104,
70,
37,
25,
83,
111,
89,
50,
66,
47,
54,
48,
85,
46,
45,
88,
137,
46,
106,
136,
107,
112,
55,
42,
60,
51,
29,
48,
113,
56,
75,
28,
29,
46,
27,
24,
24,
57,
26,
32,
24,
27,
34,
21,
26,
31,
34,
33,
135,
102,
56,
38,
37,
25,
28,
44,
40,
81,
41,
21,
16,
19,
16,
19,
23,
32,
14,
26,
72,
31,
28,
24,
25,
18,
23,
13,
27,
46,
18,
32,
42,
28,
41,
31,
28,
61
] |
[
"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: -75.00%",
"予測される変化率: [カラム_0] 予測される変化率: 125.93%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.75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: 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: -75.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 125.93%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.75 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 59",
"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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
432,
434,
393,
496,
520,
452,
421,
388,
477,
539,
351,
416,
639,
434,
346,
314,
349,
310,
336,
460,
372,
348,
335,
300,
306,
295,
490,
390,
328,
309,
227,
226,
247,
232,
295,
268,
303,
228,
232,
218,
240,
257,
218,
265,
222,
474,
275,
286,
534,
368,
276,
340,
651,
717,
529,
278,
293,
307,
400,
236,
238,
206,
239,
192,
196,
323,
223,
254,
247,
227,
233,
263,
209,
213,
350,
254,
212,
203,
273,
213,
182,
197,
205,
443,
276,
279,
225,
320,
241,
302,
588,
318,
244,
267,
215,
273,
288,
286,
328,
353,
260,
436,
266,
304,
280,
512,
330,
261,
335,
265,
354,
241,
517,
344,
324,
402,
1117,
1383,
635,
637,
3211,
688,
1886,
680,
1140,
1080,
450,
1096,
963,
476,
399,
775,
499,
865,
414,
366,
536,
419,
735,
740,
433,
1922,
869,
959,
538,
716,
677,
483,
635,
440,
834,
367,
478,
510,
361,
398,
2072,
490,
419,
1236,
456,
646,
310,
860,
613,
391,
709,
432,
303,
1207,
9163,
2284,
2308,
963,
3026,
739,
1545,
5370,
1344,
544,
1272,
487,
1350,
513,
805,
508,
1097,
502,
993,
459,
2758,
646,
4238,
601,
1511,
669,
2293,
1332,
539,
6099,
1074,
1810,
679,
1047,
915,
605,
599,
483,
584,
539,
2212,
850,
813,
2156,
624,
469,
978,
536,
945,
391,
448,
8619,
663,
823,
621,
471,
1810,
941,
729,
630,
555,
420,
449,
418,
2454,
4597,
1229,
899,
608,
1175,
1721,
502,
17207,
1381,
4308,
1693,
2825,
9872,
1367,
1185,
778,
574,
534,
2003,
546,
1404,
3338,
668,
996,
737,
998,
568,
932,
1059,
2523,
2364,
2294,
645,
1234,
696,
2869,
1046,
1544,
1847,
771,
4154,
1191,
4407,
1244,
679,
725,
1100,
569,
496,
711,
473,
1269,
4191,
852,
611,
671,
3563,
793,
15488,
1960,
1411,
6562,
1148,
10394,
1237,
13626,
1199,
1299,
1786,
1339,
8429,
1222,
33706,
9420,
3493,
2266,
36013,
3851,
56106,
5929,
26731,
6130,
54692,
7737,
5317,
6058,
97959,
19447,
39875,
7971,
5091,
7251,
52760,
14749,
74416,
17003,
63449,
11038,
82585,
11212,
129746,
13251,
8718,
6215,
3192,
2833,
3450,
2199,
2366,
2284,
1485,
2081,
1765,
1610,
1846,
2121,
1808,
1561,
1161,
1122,
2204,
1677,
1669,
1706,
4927,
2106,
1508,
1630,
1387,
1328,
1375,
1369,
1236,
1296,
2371,
3224,
2735,
1827,
1426,
1356,
1254,
1220,
924,
973,
1153,
1082,
898,
734,
749,
1132,
1425,
1088,
737,
787,
682,
776,
783,
770,
742,
659,
680,
726,
745,
719,
775,
1449,
1356,
1401,
1090,
1108,
990,
1288,
1197,
2114,
6639,
1785,
1323,
994,
1482,
1183,
838,
660,
805,
771,
834,
1474,
796,
861,
718,
681,
1574,
1484,
1155,
755,
556,
458,
509,
665,
598,
582,
449,
403,
402,
377,
404,
430,
431,
474,
505,
610,
579,
481,
489,
513,
435,
999,
1315,
1090,
1625,
728,
599,
501,
531,
630,
811,
2390,
1261,
1038,
947,
658,
633,
629,
588,
610,
700,
618,
626,
541,
576,
978,
629,
1098,
927,
694,
877,
800,
1147,
1183,
1555,
5196,
1237,
1973,
1739,
4889,
8405,
4345,
4441,
10680,
3284,
2197,
1429,
1857,
899,
2110,
1171,
1865,
1006,
1314,
1076,
784,
1566,
834,
1231,
2872,
2006,
871,
2264
] |
[
1257,
619,
1261,
1772,
764,
1643,
912,
1229,
821,
639,
674,
1035,
1586,
636,
701,
691,
3548,
756,
1483,
646,
2715,
1029,
633,
1103,
1413,
769,
1146,
667,
899,
592,
1652,
888,
5636,
1157,
4969,
1381,
1228,
969,
1557,
950,
1785,
840,
1943,
2938,
1008,
1321,
1375,
2624,
1106,
3961,
1122,
1209,
730,
1129,
962,
918,
1985,
1018,
726,
755,
646,
1296,
769,
1418,
2733,
868,
3370,
1050,
720,
2283,
1749,
649,
1131,
1559,
855,
956,
625,
734,
6077,
1901,
13015,
1478,
2019,
968,
2224,
930,
938,
722,
952,
734,
669,
890,
923,
1422,
947,
2907
] |
[
"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: 424.07%",
"予測される変化率: [カラム_0] 予測される変化率: 131.26%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.52倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 73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: 424.07%",
"Forecasted change rate: [column_0] Forecasted change rate: 131.26%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.52 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 73",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 2 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 upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 2.",
"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 |
[
474,
393,
424,
592,
699,
737,
508,
451,
489,
405,
358,
458,
474,
702,
604,
661,
528,
555,
576,
599,
485,
479,
427,
465,
521,
470,
454,
508,
445,
477,
414,
386,
433,
412,
508,
547,
451,
434,
566,
643,
609,
668,
728,
688,
504,
477,
482,
505,
447,
469,
471,
519,
472,
435,
537,
703,
693,
480,
520,
421,
456,
525,
556,
858,
517,
484,
481,
522,
545,
555,
523,
524,
529,
455,
548,
528,
509,
508,
480,
493,
484,
533,
628,
630,
740,
586,
461,
445,
501,
601,
1397,
565,
522,
571,
547,
573,
643,
564,
553,
585,
632,
498,
524,
609,
522,
533,
608,
531,
560,
584,
600,
600,
551,
665,
461,
514,
490,
797,
811,
735,
608,
618,
708,
645,
662,
634,
73,
76,
59,
57,
56,
52,
69,
50,
62,
54,
56,
61,
67,
63,
67,
48,
83,
48,
100,
71,
63,
71,
167,
87,
57,
97,
49,
303,
104,
47,
94,
47,
84,
47,
73,
62,
52,
58,
56,
44,
59,
50,
119,
76,
71,
42,
34,
150,
48,
49,
43,
52,
59,
66,
55,
80,
57,
71,
59,
72,
60,
41,
80,
71,
61,
70,
63,
64,
109,
70,
70,
59,
61,
58,
79,
79,
54,
72,
68,
66,
65,
47,
61,
60,
61,
150,
74,
93,
129,
94,
63,
67,
68,
62,
40,
69,
75,
112,
79,
90,
127,
82,
44,
91,
78,
81,
79,
78,
112,
81,
87,
92,
84,
100,
85,
71,
62,
78,
69,
82,
81,
335,
69,
65,
77,
115,
107,
93,
69,
51,
85,
81,
79,
84,
99,
80,
90,
59,
57,
81,
84,
97,
135,
65,
72,
84,
79,
74,
101,
87,
87,
89,
267,
157,
66,
97,
76,
367,
122,
91,
67,
96,
58,
82,
105,
73,
92,
86,
94,
131,
74,
64,
82,
111,
106,
121,
136,
97,
101,
88,
96,
80,
86,
94,
102,
116,
91,
81,
82,
61,
79,
102,
109,
83,
98,
93,
75,
84,
76,
98,
69,
86,
80,
86,
75,
58,
74,
57,
91,
55,
75,
82,
79,
75,
67,
75,
91,
74,
127,
129,
77,
70,
93,
90,
60,
83,
67,
71,
76,
67,
74,
64,
47,
115,
73,
71,
62,
79,
82,
59,
76,
69,
114,
241,
86,
64,
66,
46,
40,
70,
89,
66,
76,
108,
73,
72,
45,
59,
70,
81,
57,
62,
50,
50,
68,
63,
72,
63,
75,
56,
50,
56,
52,
181,
71,
58,
57,
73,
60,
98,
53,
89,
74,
52,
81,
60,
77,
58,
64,
88,
81,
64,
75,
66,
66,
71,
95,
66,
137,
79,
73,
78,
47,
65,
57,
78,
61,
57,
59,
64,
59,
50,
71,
97,
65,
99,
134,
57,
61,
107,
76,
75,
93,
65,
60,
63,
83,
51,
64,
74,
81,
54,
63,
63,
62,
65,
55,
64,
66,
66,
88,
55,
83,
84,
73,
56,
53,
93,
85,
71,
75,
73,
76,
65,
57,
77,
70,
71,
115,
68,
62,
71,
54,
57,
57,
70,
75,
60,
50,
44,
65,
64,
70,
61,
57,
64,
62,
49,
66,
51,
46,
44,
54,
55,
66,
81
] |
[
57,
56,
42,
68,
68,
59,
77,
48,
48,
67,
82,
81,
84,
88,
57,
88,
62,
98,
62,
74,
49,
59,
49,
47,
59,
70,
73,
56,
65,
62,
57,
63,
76,
74,
54,
59,
45,
49,
51,
93,
66,
68,
83,
60,
45,
69,
59,
69,
58,
69,
77,
56,
50,
63,
68,
53,
83,
64,
56,
66,
86,
78,
81,
54,
62,
58,
61,
54,
59,
70,
40,
59,
66,
67,
62,
69,
62,
73,
58,
57,
65,
85,
60,
53,
80,
62,
71,
44,
55,
75,
71,
71,
67,
60,
64,
56
] |
[
"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: -82.91%",
"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1.17倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から横ばいへ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -82.91%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.75%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.17 times the mean)",
"Trend: [column_0] Trend change: from downward to stable",
"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 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 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 |
[
12719,
13566,
15416,
15717,
17460,
14870,
13535,
13533,
12772,
15034,
14027,
15164,
15381,
26579,
23015,
14835,
14269,
14108,
16554,
14011,
14500,
13898,
13538,
15778,
16404,
17289,
15293,
13612,
13284,
14127,
14136,
14544,
15587,
13575,
15250,
15493,
14910,
14497,
16943,
20578,
21217,
20880,
17142,
20363,
21285,
24402,
59290,
39704,
21013,
17883,
16418,
16877,
17468,
19315,
16329,
15191,
14154,
14219,
14662,
15579,
17191,
19508,
14987,
14182,
13299,
13413,
13756,
19042,
15742,
16662,
13893,
13765,
13672,
14060,
16409,
14331,
18480,
13597,
14456,
15819,
12925,
16255,
14544,
13312,
15616,
13836,
16651,
14739,
14350,
13707,
13348,
12911,
13101,
12234,
13487,
13508,
13394,
13830,
13749,
13801,
14355,
14903,
15858,
14015,
14200,
13217,
13242,
12970,
13616,
14810,
13976,
14010,
13180,
13764,
13961,
14669,
18363,
19260,
16177,
15222,
27073,
20918,
41201,
30343,
26771,
24970,
56314,
27428,
20603,
21357,
19696,
17130,
16471,
16190,
15832,
14739,
13364,
14582,
15878,
15486,
14354,
14973,
16237,
14894,
15040,
14273,
15323,
14350,
17735,
15888,
16031,
22344,
15006,
19623,
17367,
16184,
15852,
15850,
18506,
18599,
17209,
15760,
15949,
17887,
17865,
18569,
20186,
16389,
14935,
15955,
15762,
15717,
17722,
30887,
15482,
15521,
16854,
21511,
25765,
19341,
16783,
20379,
15367,
17710,
20733,
23289,
20953,
17296,
17084,
25367,
26830,
88779,
80306,
32315,
27424,
22267,
19032,
17813,
17922,
16769,
18018,
15671,
15263,
14525,
14686,
15027,
15312,
17250,
15642,
14454,
14805,
14787,
14351,
15602,
17365,
16550,
14946,
14846,
14637,
14633,
15078,
15193,
14372,
16017,
14435,
14963,
14951,
14110,
14662,
15032,
15165,
14696,
13905,
14122,
14242,
14941,
15791,
15285,
14508,
15336,
17215,
17403,
16243,
15282,
14516,
14720,
15712,
14717,
13826,
16729,
15818,
13985,
13562,
15280,
14748,
14227,
18691,
17195,
15556,
14316,
16490,
15140,
15070,
15934,
18297,
15617,
15209,
15308,
14561,
14039,
16124,
32370,
23102,
18570,
19764,
18698,
19695,
22984,
20232,
21734,
21013,
17394,
15840,
14975,
17207,
42015,
21177,
16581,
15484,
17668,
17530,
18949,
16117,
16738,
16820,
22421,
26902,
21728,
22271,
18825,
16899,
16458,
17498,
15822,
14399,
18544,
18510,
17198,
16389,
15647,
13697,
14810,
15763,
15281,
15466,
13853,
14471,
14312,
14563,
15610,
16600,
14652,
14470,
14030,
13159,
19926,
22302,
15241,
15673,
14825,
15361,
13361,
13023,
14237,
14068,
18424,
13940,
13602,
13030,
16928,
14716,
14461,
13511,
13110,
13092,
12375,
14781,
18140,
13733,
13353,
13903,
12973,
13441,
13839,
15025,
13136,
13873,
12824,
13796,
12697,
14300,
18911,
16162,
15315,
24860,
17877,
15009,
21883,
20290,
21603,
14679,
13725,
14875,
12565,
17125,
14739,
13104,
12496,
12317,
12346,
12390,
14583,
15097,
33113,
12543,
12036,
12055,
11798,
14493,
14436,
12838,
12564,
11772,
12173,
12563,
14526,
14792,
13193,
12999,
12332,
13751,
15138,
15284,
14732,
13345,
14119,
15678,
17426,
18232,
20037,
26647,
22819,
99985,
38525,
19567,
16134,
14911,
20467,
14503,
14139,
14571,
15301,
17966,
17795,
20768,
17881,
16725,
14419,
13579,
14420,
16280,
16551,
15988,
14752,
15516,
13904,
14623,
14156,
15094,
13380,
13399,
13354,
13444,
14461,
14892,
16086,
14587,
13423,
13107,
14710,
14762,
15046,
18752,
15210,
12716,
13042,
14030,
14099,
14092,
14304,
13973,
14316,
12914,
13733,
16620,
15598,
14371,
13303,
13201,
14271,
19487,
17363,
16378,
17060,
16220,
16325,
14372,
15843,
15876,
19045,
18565,
16640,
16562,
14327,
21390,
16858,
16006,
16879,
14819,
19571,
15974,
16936,
15285,
15485,
24342,
16545,
14045,
11482,
13569,
15200,
15186,
15812,
15025,
15059,
26381,
18770,
21906,
22299,
18832,
17464,
15741,
16042
] |
[
17328,
19689,
20386,
19132,
15923,
15476,
15986,
15441,
15036,
15236,
17459,
15891,
15915,
19792,
17946,
16292,
21628,
18257,
17032,
17826,
18091,
17365,
17701,
19216,
19497,
18078,
19830,
18164,
18530,
19602,
25895,
33548,
29529,
21984,
19633,
20010,
19216,
19428,
21997,
22473,
18245,
18929,
20475,
24020,
32207,
128247,
52113,
24205,
20428,
20567,
20314,
21084,
21712,
22607,
22449,
26401,
16607,
17422,
16886,
19383,
16982,
18348,
17997,
16322,
17228,
16808,
18838,
15450,
16139,
15992,
15138,
14815,
16071,
17215,
14336,
14241,
14553,
20483,
17322,
17034,
18322,
17305,
15148,
15744,
15962,
20572,
24277,
21290,
22414,
20073,
20528,
19082,
21076,
20119,
20998,
16119
] |
[
"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: 26.13%",
"予測される変化率: [カラム_0] 予測される変化率: -6.98%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.48倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 57個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の3番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 26.13%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.98%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.48 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 57",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
8511,
9632,
8157,
6093,
6493,
7740,
7051,
6092,
14127,
7072,
4586,
4519,
5331,
5299,
5510,
5544,
5130,
4554,
8407,
8703,
5700,
5623,
5663,
5082,
4526,
4975,
5367,
5257,
5175,
4763,
4547,
3738,
3795,
4232,
4682,
4065,
4110,
4022,
3770,
3796,
4137,
4335,
4159,
4063,
4373,
4023,
3962,
4397,
4552,
4556,
4524,
4876,
4261,
4858,
5534,
5064,
5703,
6564,
5598,
4549,
4397,
5282,
5523,
4977,
5578,
6029,
4408,
4300,
4449,
5156,
6036,
5638,
6035,
4170,
3733,
4702,
5530,
6836,
5820,
5910,
4507,
3884,
5316,
6607,
6267,
5046,
5592,
4408,
4012,
4725,
5651,
4819,
4284,
4069,
3857,
3998,
4684,
4890,
4723,
4544,
4651,
3877,
3651,
4644,
4498,
4205,
4482,
4344,
3619,
3672,
4428,
4473,
4409,
4562,
4523,
3589,
3544,
4478,
4445,
4419,
4574,
4807,
3467,
3698,
6908,
5347,
6246,
6595,
5490,
4827,
5607,
5917,
5960,
5654,
6261,
5260,
4153,
4091,
4421,
4521,
4638,
4803,
4859,
4344,
4074,
4735,
4684,
4437,
4464,
6738,
4622,
4380,
5126,
5151,
5714,
5261,
5901,
4717,
5210,
6034,
5974,
5756,
5161,
5549,
4937,
4541,
7072,
9312,
7235,
6800,
7547,
5316,
4571,
5059,
4678,
4469,
3875,
3047,
3146,
3499,
4126,
5759,
5622,
5701,
4662,
5189,
4080,
4735,
5246,
5788,
4971,
5764,
4475,
4202,
5106,
4823,
4646,
4875,
4945,
3967,
3768,
5555,
5179,
5005,
4812,
5475,
4573,
4242,
4782,
5352,
5038,
5146,
4970,
4656,
4247,
4969,
5281,
5588,
5173,
5201,
4477,
4605,
5030,
5356,
5273,
5582,
7294,
6060,
4976,
5944,
5656,
5524,
5762,
6302,
4624,
4430,
5440,
9234,
9192,
6821,
5655,
4419,
4203,
5342,
4973,
4708,
4863,
4683,
4430,
4495,
4887,
24345,
12308,
8826,
7026,
5401,
5087,
5561,
11944,
10275,
6635,
5943,
4798,
5165,
5743,
5351,
6054,
15715,
9687,
6298,
5169,
8156,
8267,
7246,
7514,
6725,
6322,
6773,
6528,
6767,
4860,
5151,
5316,
4111,
5025,
4935,
4967,
4968,
4863,
5050,
4268,
35244,
27809,
22839,
13004,
9724,
8002,
6628,
6433,
6385,
6857,
6415,
5998,
6723,
4853,
5711,
5815,
6090,
5844,
7191,
9055,
7547,
15747,
16715,
10290,
8075,
7456,
6528,
5609,
5438,
6733,
6941,
6600,
6073,
6805,
5177,
5880,
7623,
7766,
5705,
5851,
5787,
4233,
4307,
4803,
4888,
6840,
6543,
5644,
5007,
5250,
6321,
6120,
6340,
6001,
5347,
4286,
3987,
4412,
4391,
4283,
4461,
4052,
3402,
3456,
4694,
3928,
3780,
3914,
3572,
3382,
2995,
3233,
4294,
3728,
4043,
4468,
3364,
3273,
3661,
3524,
3533,
4834,
7502,
5613,
4354,
4921,
4200,
3966,
4549,
3452,
3582,
3592,
3913,
3963,
3956,
3867,
3897,
3078,
3114,
3808,
3665,
3727,
3684,
3636,
3082,
3082,
3736,
4874,
4088,
3879,
3555,
2841,
2989,
3840,
3643,
3477,
3728,
3516,
2952,
3198,
3973,
3928,
3811,
3714,
3702,
2976,
3029,
3824,
3850,
3795,
3647,
3811,
3354,
3748,
4469,
4110,
4398,
4413,
4224,
3563,
3670,
3630,
4540,
4341,
4457,
4124,
3500,
3669,
3810,
4258,
4359,
5911,
4633,
3809,
4152,
5349,
9715,
16150,
9558,
6180,
4314,
4304,
4635,
4292,
4229,
4779,
4449,
3982,
3596,
3994,
4137,
5238,
4257,
4304,
3361,
3510,
4231,
4091,
3980,
4114,
4197,
3537,
3364,
4078,
4132,
4256,
4094,
4384,
3477,
3807,
3904,
4507,
4135,
4517,
4060,
3568,
3419,
3927,
3806,
4008,
3913,
4097,
3410,
3435,
4025,
4079,
3179,
3937,
3767,
3417,
3622,
4431,
4112,
4355,
4365,
4247,
3729,
3614,
3997,
4519,
3832
] |
[
3616,
4647,
3545,
3424,
4260,
4309,
4318,
4582,
4368,
3623,
3726,
4636,
4356,
4468,
4360,
4143,
3702,
3284,
4309,
4047,
4647,
3902,
3867,
3382,
3272,
3599,
3678,
3958,
4008,
3868,
3363,
3649,
3160,
3628,
3884,
3630,
3531,
3433,
3170,
3451,
4159,
3808,
3901,
4193,
3574,
3959,
4028,
4361,
4082,
4172,
4718,
3898,
3740,
4130,
4182,
4296,
4205,
4015,
3262,
3348,
3892,
4144,
4275,
4507,
4415,
3328,
3312,
3801,
4145,
4093,
4356,
4470,
3569,
4228,
4187,
4060,
3999,
4357,
4682,
3971,
3757,
4220,
4196,
4238,
4186,
4488,
3806,
4339,
4494,
4665,
4144,
4445,
4718,
3901,
3531,
4157
] |
[
"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: -54.98%",
"予測される変化率: [カラム_0] 予測される変化率: 14.96%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.50倍)",
"トレンド: [カラム_0] トレンドの変化: 下降傾向から上昇傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 49個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -54.98%",
"Forecasted change rate: [column_0] Forecasted change rate: 14.96%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.50 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 49",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 32 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 downward trend.",
"Noise: [column_0] The data contains high randomness at period 32.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is 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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
24,
7,
6,
6,
3,
7,
6,
3,
7,
1,
6,
9,
6,
1,
5,
6,
10,
10,
4,
4,
4,
5,
5,
6,
9,
4,
7,
4,
7,
4,
9,
5,
10,
5,
3,
2,
8,
1,
6,
5,
5,
9,
7,
6,
8,
8,
3,
4,
4,
5,
8,
3,
6,
7,
5,
2,
2,
3,
2,
4,
3,
9,
6,
2,
2,
6,
4,
7,
6,
5,
5,
4,
6,
6,
6,
4,
4,
3,
5,
3,
6,
9,
5,
6,
9,
4,
4,
5,
24,
4,
9,
6,
5,
9,
3,
5,
10,
4,
7,
9,
7,
8,
5,
9,
6,
15,
4,
8,
6,
7,
3,
7,
6,
1,
5,
2,
4,
8,
6,
6,
4,
5,
12,
2,
8,
5,
5,
10,
3,
13,
14,
6,
1,
2,
3,
9,
6,
1,
11,
6,
9,
9,
2,
11,
7,
7,
3,
2,
7,
9,
6,
6,
5,
6,
1,
4,
5,
5,
5,
5,
1,
1,
9,
8,
5,
7,
3,
5,
2,
4,
7,
8,
6,
7,
7,
7,
7,
5,
6,
2,
4,
3,
4,
6,
5,
4,
7,
12,
6,
3,
4,
7,
6,
5,
6,
3,
4,
3,
3,
4,
5,
4,
11,
10,
2,
8,
4,
5,
14,
4,
4,
7,
7,
8,
3,
9,
6,
9,
20,
11,
1,
5,
12,
8,
5,
5,
3,
14,
4,
3,
5,
5,
8,
8,
5,
2,
8,
8,
13,
6,
2,
10,
7,
4,
4,
3,
4,
5,
2,
4,
8,
4,
9,
1,
7,
9,
5,
5,
7,
4,
5,
5,
9,
7,
10,
8,
6,
7,
4,
6,
5,
7,
18,
12,
6,
7,
6,
1,
11,
5,
7,
5,
1,
6,
2,
10,
3,
2,
5,
2,
5,
7,
10,
3,
8,
6,
5,
4,
8,
7,
4,
5,
3,
4
] |
[
3,
4,
8,
5,
4,
3,
5,
6,
7,
11,
7,
2,
3,
7,
5,
13,
5,
10,
2,
2,
6,
4,
8,
10,
5,
5,
4,
4,
4,
4,
6,
3,
2,
10,
6,
5,
9,
7,
9,
5,
6,
8,
5,
6,
7,
12,
11,
5,
6,
5,
4,
9,
3,
8,
4,
7,
5,
8,
5,
10,
12,
5,
4,
8,
9,
9,
8,
6,
5,
1,
7,
5,
9,
4,
1,
7,
3,
1,
4,
11,
12,
5,
10,
7,
9,
5,
33,
4,
7,
9,
2,
5,
5,
9,
11,
19
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -83.33%",
"予測される変化率: [カラム_0] 予測される変化率: 533.33%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.01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: 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: -83.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 533.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.01 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 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 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 8 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 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 58.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 8.",
"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 88."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1123,
1263,
1065,
849,
819,
856,
916,
874,
949,
804,
944,
1104,
1251,
1473,
2443,
2391,
2389,
1298,
985,
1517,
1536,
1647,
1360,
1598,
842,
871,
959,
2252,
1684,
1535,
866,
712,
754,
852,
1019,
1003,
826,
479,
300,
674,
1191,
1185,
1048,
939,
857,
876,
824,
937,
1020,
891,
688,
920,
915,
650,
785,
906,
1030,
980,
685,
695,
551,
558,
796,
981,
866,
938,
803,
680,
686,
664,
629,
554,
602,
486,
474,
534,
661,
448,
382,
429,
745,
548,
486,
653,
471,
412,
431,
310,
271,
227,
449,
495,
437,
315,
439,
444,
628,
413,
376,
308,
283,
248,
179,
286,
227,
258,
291,
262,
251,
204,
286,
217,
200,
223,
217,
259,
227,
283,
283,
270,
257,
252,
240,
188,
196,
427,
583,
568,
522,
584,
554,
516,
496,
482,
628,
486,
517,
666,
626,
1084,
823,
654,
582,
468,
461,
553,
516,
332,
212,
156,
238,
296,
344,
475,
430,
234,
220,
256,
192,
238,
250,
328,
247,
219,
182,
222,
239,
220,
210,
230,
184,
280,
223,
200,
377,
382,
240,
126,
146,
139,
110,
107,
94,
85,
104,
135,
151,
218,
219,
106,
132,
94,
97,
99,
112,
73,
137,
82,
93,
91,
81,
101,
118,
127,
113,
114,
79,
58,
62,
55,
82,
67,
71,
81,
120,
91,
75,
83,
78,
51,
41,
56,
54,
71,
126,
114,
270,
304,
206,
187,
152,
129,
123,
107,
103,
72,
111,
231,
96,
85,
79,
83,
119,
106,
152,
111,
135,
178,
267,
215,
236,
357,
216,
125,
125,
145,
153,
127,
139,
133,
170,
232,
245,
237,
180,
159,
172,
94,
84,
117,
87,
98,
100,
233,
195,
214,
261,
278,
310,
394,
367,
482,
365,
506,
507,
763,
922,
774,
615,
430,
519,
687,
367,
389,
376,
390,
365,
423,
354,
461,
385,
273,
417,
441,
630,
667,
424,
345,
324,
356,
370,
359,
368,
347,
355,
320,
400,
379,
347,
494,
341,
349,
486,
598,
649,
376,
454,
645,
688,
1267,
1237,
769,
747,
658,
795,
822,
547,
688,
611,
681,
760,
800,
587,
569,
488,
510,
518,
797,
812,
615,
692,
943,
1026,
940,
769,
965,
4530,
3813,
2931,
1896,
1687,
1605,
1727,
1807,
1259,
1172,
820,
611,
616,
705,
809,
807,
728,
509,
502,
575,
602,
529,
679,
850,
920,
640,
674,
687,
546,
649,
719,
586,
562,
618,
571,
568,
521,
630,
732,
606,
465,
448,
334,
442,
356,
445,
334,
347,
416,
332,
351,
275,
315,
283,
315,
344,
144,
131,
138,
74,
97,
106,
113,
64,
64,
55,
84,
70,
47,
59,
55,
51,
30,
49,
39,
38,
43,
59,
331,
77,
62,
47,
58,
41,
47,
42,
41,
47,
42,
31,
35,
35,
42,
33,
38,
34,
54,
34,
23,
44,
48,
41,
63,
44,
54,
42,
36,
32,
30,
67,
28,
29,
31,
35,
27,
20,
35,
29,
36,
28,
24,
52,
30,
47,
41,
55,
51,
36,
48,
31,
30,
37,
22,
33,
29,
35,
50,
53,
53,
56,
45,
25,
23,
33,
35,
40,
34,
53,
42,
47,
40,
53,
40,
27,
19,
27
] |
[
20,
27,
16,
24,
24,
24,
24,
21,
16,
28,
30,
25,
20,
20,
18,
16,
22,
17,
26,
64,
21,
20,
11,
23,
18,
16,
48,
26,
23,
11,
18,
18,
21,
16,
13,
16,
14,
11,
21,
27,
26,
31,
19,
16,
26,
35,
19,
14,
13,
7,
9,
20,
15,
10,
10,
18,
20,
24,
7,
16,
11,
10,
14,
6,
9,
12,
19,
11,
19,
19,
25,
13,
16,
25,
16,
19,
9,
9,
10,
8,
19,
6,
15,
13,
14,
13,
15,
14,
39,
27,
26,
17,
18,
13,
16,
14
] |
[
"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: -97.60%",
"予測される変化率: [カラム_0] 予測される変化率: -30.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.25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: 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: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -97.60%",
"Forecasted change rate: [column_0] Forecasted change rate: -30.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.25 times the mean)",
"Trend: [column_0] Trend continuation: downward trend continues",
"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] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
1,
1,
1,
6,
0,
5,
0,
2,
1,
2,
0,
0,
1,
0,
1,
1,
0,
0,
0,
2,
2,
1,
1,
2,
7,
5,
8,
5,
2,
1,
3,
3,
1,
0,
1,
2,
3,
1,
3,
2,
0,
1,
0,
2,
1,
6,
3,
3,
2,
0,
0,
0,
0,
3,
0,
2,
1,
5,
4,
4,
1,
3,
1,
0,
0,
0,
2,
2,
2,
0,
2,
3,
5,
5,
1,
3,
1,
1,
2,
1,
2,
3,
1,
1,
2,
5,
1,
8,
0,
5,
4,
2,
1,
3,
1,
4,
2,
1,
2,
1,
1,
1,
1,
4,
1,
1,
2,
0,
0,
0,
1,
3,
3,
1,
1,
0,
1,
6,
1,
1,
2,
2,
0,
3,
2,
4,
2,
1,
2,
1,
1,
1,
2,
1,
2,
1,
1,
1,
0,
3,
3,
0,
1,
0,
1,
1,
1,
0,
1,
3,
3,
2,
0,
0,
1,
0,
2,
0,
1,
4,
0,
1,
0,
0,
2,
1,
2,
5,
1,
1,
2,
0,
2,
3,
2,
2,
1,
0,
2,
3,
2,
1,
1,
2,
0,
2,
4,
2,
2,
3,
3,
4,
3,
4,
3,
1,
3,
4,
5,
13,
1,
6,
0,
3,
2,
3,
1,
2,
5,
3,
5,
3,
6,
4,
10,
1,
2,
2,
3,
1,
1,
4,
3,
1,
0,
4,
1,
5,
0,
3,
1,
1,
3,
0,
4,
4,
1,
1,
3,
1,
3,
3,
2,
5,
5,
7,
6,
10,
5,
6,
5,
6,
7,
12,
4,
5,
12,
3,
7,
4,
10,
8,
5,
6,
4,
11,
5,
8,
2,
9,
21,
21,
20,
75,
3919,
284,
147,
114,
78,
94,
60,
71,
35,
53,
46,
34,
28,
35,
39,
45,
40,
61,
37,
29,
37,
34,
29,
45,
22,
35,
27,
32,
24,
44,
15,
10,
14,
10,
13,
9,
15,
11,
15,
7,
6,
11,
15,
9,
8,
10,
10,
10,
5,
8,
6,
8,
7,
10,
4,
8,
10,
8,
9,
10,
7,
6,
5,
10,
6,
5,
3,
15,
12,
8,
10,
9,
3,
10,
5,
8,
6,
2,
3,
5,
9,
7,
6,
5,
9,
3,
7,
7,
11,
10,
9,
7,
8,
6,
5,
9,
12,
7,
6,
3,
3,
5,
2,
6,
5,
3,
6,
4,
3,
4,
4,
4,
5,
1,
4,
5,
4,
3,
10,
6,
3,
6,
5,
3,
0,
3,
8,
7,
9,
4,
3,
5,
1,
3,
5,
3,
4,
4,
5,
3,
3,
3,
3,
1,
5,
9,
9,
6,
8,
5,
6,
3,
3,
2,
12,
8,
3,
2,
3,
6,
1,
4,
3,
4,
3,
2,
7,
3,
6,
9,
6,
8,
6,
5,
8,
2,
13,
4,
6,
1,
1,
1,
12,
2,
4,
3,
4,
5,
4,
4,
0,
3,
2,
2,
5,
2,
8,
5,
3,
9,
2,
2,
3,
1,
6,
4,
2,
3,
5,
4,
4,
3,
7,
2,
1,
5,
1,
4,
2,
6,
2,
3,
2,
0,
3,
4,
1,
2,
0,
1,
4,
2,
2,
1,
2,
4,
4
] |
[
0,
6,
1,
5,
2,
1,
1,
1,
3,
3,
3,
3,
2,
2,
1,
1,
3,
1,
2,
5,
0,
3,
4,
2,
3,
0,
4,
1,
7,
5,
5,
5,
4,
8,
2,
5,
6,
5,
6,
4,
5,
4,
3,
3,
2,
2,
1,
3,
3,
5,
3,
0,
3,
0,
5,
1,
3,
0,
4,
9,
4,
4,
2,
1,
5,
5,
4,
3,
0,
1,
0,
2,
5,
5,
0,
2,
1,
2,
3,
2,
2,
3,
0,
2,
4,
0,
1,
0,
2,
2,
0,
5,
1,
4,
2,
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: -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12.46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: 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: stable",
"Historical change rate: [column_0] Historical change rate: 100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 12.46 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 52",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 94 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1,
1,
0,
0,
2,
0,
2,
1,
4,
0,
4,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
4,
0,
0,
5,
1,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
2,
1,
3,
0,
1,
1,
1,
2,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
2,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
1,
0,
1,
0,
0,
2,
0,
0,
1,
1,
0,
0,
0,
6,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
1,
0,
0,
1,
0,
0,
2,
2,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
4,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
1,
1,
0,
3,
1,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
2,
1,
1,
4,
1,
0,
4,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
2,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
2,
3,
0,
0,
0,
4,
1,
0,
0,
0,
0,
0,
0,
0,
2,
0,
0,
0,
1,
0,
0,
1,
1,
4,
1,
1,
0,
2,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
2,
1,
2,
2,
4,
1,
0,
1,
1,
0,
0,
6,
2,
3,
1,
0,
2,
1,
3,
1,
1,
1,
1,
0,
0,
0,
2,
2,
1,
0,
3,
4,
2,
0,
3,
0,
2,
1,
0,
0,
2,
0,
2,
1,
1,
2,
0,
1,
1,
0,
0,
1,
2,
1,
1,
0,
0,
0,
0,
0,
2,
0,
1,
1,
1,
3,
0,
1,
2,
1,
0,
1,
1,
0,
1,
8,
0,
4,
1,
0,
0,
2,
0,
0,
0,
1,
1,
1,
1,
5,
0,
1,
1,
3,
2,
4,
1,
1,
3,
4,
3,
0,
1,
0,
0,
7,
1,
0,
0,
0,
1,
2,
4,
1,
2,
8,
2,
0,
0,
3,
0,
0,
0,
0,
0,
1,
1,
2,
2,
0,
1,
3,
2,
2,
1,
1,
1,
0,
3,
1,
2,
1,
1,
5,
1,
1,
4,
2,
2,
6,
3,
2,
2,
2,
1,
3,
1,
1,
1,
4,
3,
6,
1,
3,
5,
2,
5,
1,
0,
1,
4,
2,
4,
3,
4,
2,
1,
3,
3,
5,
4,
0,
2,
0,
2,
1,
4,
3,
2,
0,
3,
0,
1,
1,
1,
0,
1,
0,
0,
2,
1,
1,
1,
0,
0,
4,
0,
2,
1,
1,
1,
1,
1,
3,
2,
3,
2,
3,
1,
2,
2,
1,
0,
0,
1,
0,
3,
3,
0,
0,
0,
4,
2,
1,
3,
2,
3,
2,
2,
1,
2,
6,
1,
2,
0,
0,
3
] |
[
1,
0,
1,
1,
1,
1,
2,
4,
0,
2,
3,
1,
1,
2,
2,
1,
2,
0,
1,
2,
2,
2,
3,
1,
3,
4,
1,
1,
2,
4,
4,
1,
3,
5,
4,
5,
4,
4,
4,
6,
6,
8,
2,
3,
1,
1,
5,
1,
3,
1,
1,
0,
5,
1,
3,
5,
1,
3,
1,
8,
0,
2,
2,
1,
1,
0,
1,
0,
0,
2,
1,
1,
6,
2,
0,
1,
2,
1,
1,
0,
2,
1,
1,
2,
2,
1,
3,
3,
0,
1,
0,
2,
1,
1,
1,
2
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 200.00%",
"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1.26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: 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: 200.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.26 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 42",
"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 30 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 30.",
"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 |
[
296,
358,
274,
489,
352,
334,
347,
354,
304,
305,
314,
770,
427,
437,
355,
354,
421,
395,
760,
537,
500,
495,
459,
428,
416,
593,
507,
428,
424,
417,
348,
387,
556,
401,
457,
390,
472,
396,
430,
425,
476,
508,
400,
566,
441,
466,
478,
441,
463,
490,
383,
386,
401,
447,
466,
414,
453,
944,
439,
419,
449,
491,
316,
283,
293,
322,
322,
633,
393,
419,
354,
298,
331,
466,
490,
286,
254,
322,
242,
233,
375,
432,
308,
227,
246,
284,
417,
649,
662,
451,
427,
471,
649,
368,
396,
550,
334,
866,
382,
377,
270,
368,
449,
325,
308,
339,
1585,
506,
430,
563,
542,
440,
459,
3336,
1091,
626,
631,
544,
543,
661,
3030,
1097,
628,
731,
494,
463,
474,
414,
348,
441,
566,
360,
302,
503,
330,
285,
353,
409,
222,
262,
281,
306,
253,
389,
456,
316,
248,
323,
232,
239,
329,
414,
271,
224,
258,
247,
233,
311,
404,
354,
385,
382,
314,
322,
383,
493,
352,
307,
315,
243,
347,
455,
470,
404,
470,
321,
245,
351,
412,
466,
446,
600,
539,
439,
536,
972,
766,
517,
478,
477,
351,
307,
458,
526,
357,
360,
339,
344,
473,
441,
518,
336,
315,
306,
344,
289,
401,
528,
335,
291,
307,
238,
261,
392,
544,
372,
355,
376,
277,
305,
347,
554,
3155,
1094,
633,
564,
627,
652,
824,
2421,
1608,
792,
706,
629,
728,
766,
2109,
988,
622,
581,
512,
600,
645,
1998,
878,
583,
476,
469,
538,
580,
2015,
643,
543,
418,
374,
437,
451,
325,
330,
366,
351,
304,
337,
398,
340,
257,
241,
247,
284,
329,
410,
462,
326,
313,
261,
254,
386,
541,
351,
331,
360,
295,
282,
386,
459,
308,
336,
383,
339,
301,
371,
501,
388,
335,
353,
568,
451,
445,
490,
391,
832,
373,
285,
289,
391,
447,
262,
317,
252,
349,
348,
399,
386,
270,
322,
423,
408,
565,
550,
549,
484,
451,
567,
337,
411,
387,
457,
301,
283,
231,
213,
231,
278,
372,
261,
288,
260,
235,
252,
356,
371,
207,
194,
230,
225,
219,
258,
356,
229,
203,
245,
227,
232,
283,
309,
326,
259,
231,
253,
228,
284,
334,
323,
343,
277,
247,
267,
403,
318,
281,
304,
258,
222,
269,
321,
296,
267,
283,
274,
277,
326,
276,
410,
297,
348,
344,
314,
339,
336,
321,
325,
393,
343,
464,
407,
339,
390,
347,
391,
356,
390,
339,
296,
520,
412,
328,
327,
364,
647,
380,
5066,
1098,
581,
459,
508,
667,
526,
1310,
541,
425,
406,
371,
385,
336,
565,
478,
387,
389,
301,
238,
300,
354,
253,
202,
251,
193,
232,
302,
1525,
397,
253,
255,
216,
252,
365,
631,
333,
275,
306,
270,
239,
343,
360,
247,
274,
281,
264,
231,
313,
385,
250,
283,
227,
246,
244,
318,
373,
241,
276,
261,
288,
267,
392,
482,
356,
292,
277,
329,
375,
388,
745,
663,
483,
420,
420,
436,
478,
525,
593,
583,
440,
359,
341,
458,
553,
369,
290,
252,
251,
464,
455,
483,
340,
271,
265,
316,
256,
330,
507,
348,
305,
349
] |
[
255,
251,
445,
538,
325,
298,
309,
289,
247,
383,
494,
285,
330,
279,
362,
323,
324,
486,
301,
381,
310,
343,
311,
346,
451,
405,
354,
450,
366,
376,
365,
565,
508,
540,
505,
519,
493,
421,
590,
485,
379,
451,
447,
366,
629,
589,
448,
332,
249,
747,
457,
466,
939,
398,
315,
311,
314,
268,
660,
870,
426,
269,
274,
284,
258,
429,
496,
363,
263,
253,
424,
370,
453,
1105,
611,
486,
396,
381,
385,
543,
686,
458,
462,
462,
447,
468,
422,
563,
711,
607,
396,
431,
439,
446,
601,
409
] |
[
"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: 17.91%",
"予測される変化率: [カラム_0] 予測される変化率: 60.39%",
"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: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 17.91%",
"Forecasted change rate: [column_0] Forecasted change rate: 60.39%",
"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: 59",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データ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 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 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 |
[
376,
354,
333,
338,
406,
365,
359,
661,
626,
348,
368,
499,
430,
341,
280,
352,
308,
246,
320,
314,
298,
294,
298,
230,
287,
234,
283,
235,
277,
279,
207,
168,
148,
185,
322,
242,
246,
216,
253,
194,
217,
250,
274,
200,
267,
200,
195,
211,
321,
218,
155,
198,
208,
195,
184,
238,
250,
239,
224,
200,
180,
202,
220,
236,
367,
536,
433,
544,
907,
922,
868,
520,
382,
217,
272,
324,
299,
333,
303,
305,
273,
222,
209,
229,
232,
217,
225,
183,
163,
270,
246,
279,
171,
197,
226,
221,
201,
253,
292,
585,
461,
340,
685,
853,
822,
746,
454,
628,
460,
417,
362,
319,
408,
357,
314,
244,
281,
245,
305,
263,
243,
269,
182,
218,
199,
340,
297,
294,
203,
248,
190,
242,
347,
297,
348,
1589,
841,
435,
472,
594,
612,
362,
322,
311,
293,
271,
290,
262,
241,
206,
186,
178,
202,
203,
230,
210,
193,
161,
233,
224,
255,
275,
245,
286,
546,
499,
408,
327,
304,
278,
195,
232,
201,
230,
238,
218,
219,
196,
264,
255,
225,
226,
253,
214,
221,
243,
228,
308,
458,
312,
229,
285,
254,
265,
274,
273,
260,
236,
270,
205,
222,
220,
216,
237,
197,
271,
199,
225,
198,
269,
233,
295,
215,
198,
252,
241,
238,
238,
254,
206,
211,
197,
231,
231,
243,
217,
206,
366,
313,
416,
326,
328,
304,
251,
223,
224,
177,
271,
382,
326,
277,
253,
228,
251,
206,
241,
258,
277,
234,
215,
191,
284,
425,
270,
273,
212,
226,
214,
260,
1104,
363,
240,
221,
260,
225,
264,
306,
337,
439,
652,
443,
411,
923,
578,
343,
298,
286,
434,
359,
351,
530,
430,
362,
283,
304,
298,
370,
365,
384,
303,
244,
382,
277,
399,
524,
274,
254,
264,
332,
255,
355,
426,
376,
261,
217,
260,
324,
527,
420,
321,
322,
317,
271,
360,
412,
330,
416,
356,
302,
369,
432,
539,
487,
428,
379,
505,
395,
451,
488,
494,
436,
498,
914,
704,
746,
809,
918,
864,
851,
923,
1040,
1345,
1846,
2009,
2456,
10971,
4552,
6849,
5058,
3819,
5289,
3409,
3723,
2242,
3391,
2366,
3595,
3776,
1943,
1105,
3562,
5915,
3882,
2182,
1382,
2174,
1985,
2772,
6715,
2757,
1733,
3164,
12706,
4315,
1910,
9896,
3156,
1550,
793,
626,
506,
405,
410,
338,
302,
311,
305,
272,
223,
247,
210,
242,
264,
202,
256,
248,
255,
235,
206,
227,
197,
231,
306,
201,
209,
208,
227,
150,
186,
158,
136,
161,
156,
186,
172,
148,
186,
176,
160,
190,
151,
173,
195,
161,
143,
162,
131,
192,
191,
183,
129,
435,
238,
214,
219,
223,
183,
147,
122,
149,
147,
188,
167,
173,
154,
121,
121,
112,
118,
129,
123,
111,
126,
118,
167,
162,
121,
122,
134,
137,
122,
231,
198,
192,
236,
277,
227,
209,
234,
230,
251,
186,
180,
124,
186,
147,
210,
154,
215,
131,
137,
138,
164,
148,
160,
146,
153,
123,
144,
178,
181,
138,
112,
197,
156,
146,
125,
85,
152,
184,
217,
168,
170,
237,
194,
177,
187,
153,
148,
282,
216,
154
] |
[
154,
152,
150,
131,
164,
171,
139,
152,
161,
151,
154,
170,
210,
181,
186,
153,
140,
142,
130,
141,
160,
156,
160,
206,
218,
138,
181,
123,
149,
133,
137,
150,
168,
117,
173,
160,
192,
169,
255,
184,
220,
178,
184,
229,
196,
180,
171,
422,
246,
200,
239,
202,
162,
187,
210,
196,
148,
221,
213,
150,
178,
177,
211,
250,
192,
146,
207,
228,
144,
153,
130,
149,
182,
362,
153,
233,
195,
144,
161,
127,
181,
140,
152,
174,
178,
191,
178,
165,
213,
234,
217,
188,
184,
208,
165,
152
] |
[
"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: -59.04%",
"予測される変化率: [カラム_0] 予測される変化率: -1.30%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.19倍)",
"トレンド: [カラム_0] トレンドの継続: 上昇傾向の傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -59.04%",
"Forecasted change rate: [column_0] Forecasted change rate: -1.30%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.19 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
461,
488,
521,
446,
463,
493,
547,
490,
579,
730,
614,
543,
652,
710,
774,
708,
728,
481,
614,
642,
705,
665,
636,
503,
421,
479,
627,
553,
712,
596,
588,
390,
474,
782,
784,
693,
729,
675,
530,
635,
705,
760,
766,
767,
634,
572,
567,
877,
773,
711,
579,
527,
470,
511,
648,
705,
620,
619,
589,
422,
503,
605,
526,
611,
630,
639,
511,
676,
787,
1288,
945,
943,
851,
636,
977,
1007,
1213,
1020,
1021,
862,
694,
973,
980,
954,
906,
831,
738,
570,
716,
805,
798,
814,
749,
649,
530,
585,
756,
779,
9637,
5702,
2676,
1321,
2068,
1886,
1454,
1295,
2073,
1103,
707,
1103,
1177,
1043,
1278,
1167,
855,
703,
979,
979,
966,
1086,
993,
806,
703,
1138,
1240,
1059,
719,
781,
730,
663,
929,
1503,
1095,
1194,
1098,
925,
578,
1012,
1004,
1090,
1082,
1122,
1490,
910,
1301,
1461,
1213,
1383,
1367,
989,
829,
1175,
1186,
1247,
1151,
979,
1005,
1365,
1494,
1512,
1289,
1291,
1322,
863,
794,
1158,
1357,
1223,
1248,
1098,
945,
726,
1091,
1103,
1119,
1221,
1104,
835,
680,
678,
803,
617,
646,
382,
423,
513,
579,
642,
686,
631,
771,
720,
774,
746,
961,
1091,
1222,
2057,
1115,
799,
1151,
1296,
1377,
1284,
1343,
1136,
858,
1075,
1225,
1240,
1094,
1250,
908,
863,
858,
1021,
1475,
1830,
1039,
980,
748,
951,
1234,
1229,
1430,
1325,
1011,
1105,
1122,
1512,
1577,
4510,
1362,
1043,
827,
853,
745,
1001,
1169,
1092,
900,
728,
999,
1073,
1127,
1083,
1195,
877,
585,
690,
704,
794,
1098,
1045,
959,
709,
973,
1103,
1227,
1086,
1093,
995,
738,
860,
942,
816,
818,
808,
868,
647,
769,
997,
946,
1010,
970,
770,
878,
924,
1093,
1083,
1068,
1201,
1738,
888,
1185,
1238,
1364,
1109,
1262,
1096,
743,
960,
1292,
1217,
1189,
1139,
958,
1815,
1112,
1216,
978,
990,
889,
832,
501,
584,
641,
776,
823,
931,
699,
455,
540,
576,
817,
913,
854,
830,
576,
782,
916,
863,
946,
757,
773,
569,
615,
782,
1405,
805,
700,
639,
501,
577,
681,
680,
672,
669,
559,
463,
576,
731,
643,
609,
679,
674,
436,
471,
646,
673,
684,
641,
627,
520,
724,
731,
686,
682,
646,
657,
435,
561,
673,
640,
650,
758,
592,
420,
527,
585,
660,
527,
597,
554,
403,
452,
591,
643,
884,
665,
637,
771,
563,
734,
692,
604,
661,
636,
468,
535,
746,
740,
678,
662,
642,
531,
550,
656,
809,
658,
574,
663,
445,
522,
835,
670,
579,
556,
763,
433,
459,
704,
939,
578,
559,
575,
426,
465,
664,
610,
535,
534,
879,
466,
520,
668,
609,
635,
573,
642,
470,
554,
670,
666,
765,
734,
599,
501,
733,
808,
809,
813,
860,
589,
440,
688,
836,
886,
838,
728,
706,
424,
634,
750,
656,
704,
640,
689,
417,
598,
731,
650,
661,
631,
559,
509,
768,
865,
756,
849,
981,
987,
715,
1031,
1077,
1060,
991,
936,
674,
525,
796,
794,
838,
737,
801,
707,
562,
648,
745,
710,
654,
642,
566,
578,
629,
850,
805,
826,
754,
632,
626,
864,
1061,
897,
869,
757,
696,
667,
956,
973,
872,
979
] |
[
917,
739,
651,
912,
931,
912,
824,
818,
686,
578,
772,
775,
868,
798,
779,
618,
575,
842,
788,
864,
879,
832,
743,
493,
800,
974,
826,
851,
879,
640,
546,
758,
818,
698,
558,
646,
394,
287,
448,
511,
503,
740,
679,
597,
557,
617,
741,
810,
1143,
961,
827,
613,
893,
1056,
1111,
1195,
1079,
859,
656,
941,
1019,
1114,
1081,
1076,
903,
686,
919,
1098,
919,
1064,
1084,
788,
683,
879,
955,
1120,
978,
1036,
804,
722,
847,
1151,
960,
1007,
1053,
1007,
676,
858,
943,
1020,
804,
756,
714,
784,
888,
931
] |
[
"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: 112.36%",
"予測される変化率: [カラム_0] 予測される変化率: 1.53%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.60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: 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: 112.36%",
"Forecasted change rate: [column_0] Forecasted change rate: 1.53%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.60 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 41",
"First turning point: [column_0] First turning point: at data point 3 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
103,
203,
88,
104,
140,
98,
122,
150,
115,
95,
70,
51,
83,
81,
51,
52,
65,
47,
60,
68,
90,
100,
117,
53,
56,
43,
102,
95,
50,
143,
86,
46,
55,
63,
87,
109,
118,
150,
80,
58,
113,
71,
177,
106,
91,
68,
56,
129,
139,
204,
129,
81,
121,
92,
98,
122,
130,
92,
153,
112,
117,
358,
546,
345,
602,
375,
285,
199,
268,
306,
380,
593,
436,
275,
220,
222,
270,
200,
183,
187,
155,
153,
130,
147,
115,
243,
203,
124,
110,
107,
103,
88,
78,
77,
103,
81,
103,
84,
70,
46,
56,
68,
75,
62,
71,
70,
72,
52,
51,
68,
89,
86,
121,
96,
107,
98,
136,
317,
326,
285,
281,
216,
140,
169,
182,
153,
166,
139,
192,
138,
114,
253,
278,
221,
243,
239,
221,
207,
238,
200,
252,
175,
282,
192,
195,
238,
223,
273,
368,
429,
213,
193,
239,
254,
310,
297,
341,
255,
366,
188,
169,
169,
129,
144,
106,
153,
189,
134,
89,
92,
87,
77,
172,
120,
80,
81,
90,
77,
131,
109,
108,
133,
81,
125,
104,
95,
93,
114,
84,
84,
101,
102,
84,
56,
64,
51,
41,
58,
37,
49,
39,
51,
38,
44,
35,
33,
55,
39,
60,
45,
41,
71,
46,
41,
53,
41,
48,
57,
57,
41,
54,
117,
47,
41,
65,
94,
194,
65,
74,
41,
55,
51,
36,
54,
53,
56,
45,
30,
38,
49,
53,
99,
53,
68,
65,
55,
87,
66,
45,
77,
76,
65,
49,
66,
102,
105,
52,
53,
85,
101,
108,
87,
88,
95,
98,
108,
90,
106,
111,
120,
143,
360,
279,
330,
260,
330,
216,
171,
250,
283,
318,
226,
182,
165,
158,
266,
266,
317,
302,
339,
234,
215,
212,
307,
243,
392,
366,
255,
143,
226,
118,
120,
95,
88,
88,
103,
97,
78,
61,
68,
82,
81,
68,
68,
79,
91,
100,
81,
119,
97,
105,
109,
232,
68,
72,
60,
73,
86,
70,
60,
84,
69,
78,
82,
75,
73,
72,
84,
81,
81,
81,
83,
66,
113,
76,
91,
82,
109,
141,
95,
87,
65,
94,
119,
106,
118,
92,
93,
152,
120,
121,
155,
1313,
1225,
1439,
1213,
1396,
1428,
1051,
1071,
1701,
1827,
1667,
1976,
1787,
1491,
1392,
2265,
2190,
1911,
2320,
1995,
1672,
1589,
1838,
1786,
3851,
2633,
1488,
1199,
1106,
1578,
3372,
2358,
1572,
1231,
1661,
1816,
1403,
1409,
1519,
1186,
1256,
1966,
1377,
1180,
1468,
1065,
894,
876,
1038,
987,
860,
884,
1510,
1325,
530,
574,
978,
802,
771,
779,
1015,
942,
1045,
638,
476,
415,
372,
302,
326,
368,
296,
266,
225,
196,
182,
217,
380,
249,
193,
211,
154,
211,
195,
193,
160,
166,
121,
162,
107,
159,
134,
117,
120,
124,
120,
99,
94,
122,
172,
214,
230,
148,
191,
156,
152,
118,
162,
127,
204,
233,
444,
205,
164,
155,
129,
122,
161,
136,
155,
141,
121,
128,
123,
172,
169,
139,
142,
94,
88,
110,
114,
109,
93,
81,
136,
103,
110,
103,
135,
131,
103,
125,
133,
113,
108,
139,
175,
289,
396,
419
] |
[
423,
539,
6028,
5224,
7295,
2268,
945,
1010,
1174,
1035,
498,
420,
617,
325,
349,
320,
329,
270,
223,
244,
232,
229,
221,
524,
3942,
2636,
1294,
638,
476,
478,
315,
329,
519,
284,
306,
304,
224,
225,
199,
207,
185,
224,
207,
171,
209,
215,
937,
272,
205,
160,
151,
190,
173,
196,
208,
235,
199,
140,
133,
2015,
448,
259,
189,
176,
200,
276,
494,
529,
502,
487,
313,
204,
172,
270,
160,
163,
132,
183,
146,
162,
177,
174,
149,
118,
120,
114,
133,
283,
244,
206,
144,
169,
153,
174,
230,
155
] |
[
"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: 306.80%",
"予測される変化率: [カラム_0] 予測される変化率: -63.36%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.84倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 53個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 306.80%",
"Forecasted change rate: [column_0] Forecasted change rate: -63.36%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.84 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 53",
"First turning point: [column_0] First turning point: at data point 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 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] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 96.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 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 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,
16,
2,
2,
2,
6,
2,
4,
2,
6,
4,
4,
3,
4,
2,
2,
1,
2,
2,
5,
2,
7,
4,
4,
3,
3,
2,
2,
3,
1,
1,
0,
2,
3,
2,
2,
3,
1,
3,
4,
5,
2,
3,
2,
3,
2,
2,
2,
4,
5,
6,
1,
5,
3,
4,
6,
11,
6,
5,
1,
7,
8,
16,
9,
11,
7,
6,
11,
7,
6,
8,
8,
7,
3,
9,
18,
6,
11,
18,
142,
320,
705,
749,
777,
803,
706,
659,
601,
698,
821,
744,
678,
694,
544,
532,
665,
763,
776,
709,
651,
654,
629,
639,
789,
802,
703,
758,
879,
919,
996,
1058,
1150,
1364,
1170,
1064,
1017,
1352,
1639,
1702,
1761,
1618,
1403,
1445,
1790,
2051,
2046,
2293,
1813,
1377,
1426,
2075,
2560,
2182,
2286,
1976,
2103,
3199,
4127,
4953,
4592,
4529,
4399,
4727,
4944,
8083,
11031,
7438,
5582,
4461,
4056,
4363,
5291,
7712,
5163,
4359,
3686,
3652,
3783,
4592,
9262,
6012,
4646,
3734,
3836,
4188,
5283,
11720,
7354,
5417,
4372,
4048,
4082,
5309,
10946,
8070,
7297,
6155,
5862,
5477,
6702,
16714,
11282,
6500,
6631,
6076,
6857,
8296,
18659,
12865,
9040,
7526,
6763,
6795,
9033,
17378,
11636,
8348
] |
[
7302,
7512,
7844,
9874,
21045,
13387,
9517,
8566,
7651,
7569,
9705,
22735,
16014,
11102,
9692,
8996,
8660,
10207,
23754,
16112,
11815,
10059,
8044,
7929,
10124,
23968,
14130,
10147,
8714,
7969,
7271,
6155,
8778,
9745,
9049,
8668,
7870,
7079,
6916,
10829,
10417,
8642,
8335,
7931,
7819,
9164,
9626,
8145,
7509,
7663,
7328,
7090,
8697,
9628,
8991,
8269,
7898,
7137,
6780,
8412,
8968,
8004,
7230,
6818,
6524,
6491,
8091,
9431,
7884,
7493,
7368,
6851,
6770,
7817,
7113,
7557,
7114,
6737,
6700,
6237,
7580,
7912,
6540,
6174,
6515,
6265,
6615,
8132,
8577,
7983,
6973,
6481,
6149,
6373,
7567,
7693
] |
[
"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: 52075.00%",
"予測される変化率: [カラム_0] 予測される変化率: 5.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.79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: 33個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 52075.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 5.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.79 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 33",
"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 6 での自己相関は強いです。",
"部分自己相関: [カラム_0] ラグ 56 での部分自己相関は強いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 6.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is strong at lag 56.",
"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 |
[
1023,
894,
1078,
808,
1426,
1448,
1962,
1294,
1371,
1024,
936,
839,
903,
1025,
961,
1669,
1419,
1105,
1265,
1190,
997,
1098,
990,
803,
904,
1111,
2266,
1165,
957,
911,
829,
1090,
1151,
788,
924,
798,
1444,
877,
986,
1039,
1130,
903,
1087,
905,
1126,
1022,
870,
797,
920,
3819,
1460,
915,
769,
788,
1031,
1234,
1548,
974,
913,
940,
937,
1099,
910,
1152,
1372,
1013,
769,
1267,
2030,
1816,
1623,
1666,
1252,
1049,
1027,
1271,
1391,
1186,
1225,
1042,
824,
1494,
2225,
1586,
1162,
1215,
906,
917,
921,
1061,
1606,
1220,
1210,
1087,
916,
1152,
1303,
1860,
3157,
1381,
1078,
805,
846,
1228,
1338,
1206,
1302,
950,
723,
849,
1106,
1589,
1333,
1186,
995,
886,
1297,
2070,
1372,
1345,
1292,
1042,
738,
779,
1188,
1261,
1343,
1772,
1356,
986,
1155,
1173,
1280,
1249,
1152,
999,
690,
1197,
1125,
1268,
1082,
1276,
4450,
15787,
3285,
3416,
1807,
1427,
7752,
8634,
5419,
3753,
1448,
1512,
1928,
2207,
1164,
1155,
1026,
1659,
1551,
1359,
1306,
1093,
927,
972,
1129,
1162,
986,
1177,
1009,
768,
684,
867,
762,
742,
574,
526,
714,
768,
776,
1056,
1401,
682,
742,
1941,
1077,
1224,
980,
1137,
1104,
915,
1987,
2170,
1536,
1323,
1434,
1150,
1057,
863,
866,
1115,
1472,
1036,
1130,
1058,
892,
1019,
1198,
1225,
1302,
1485,
1121,
934,
919,
1057,
1314,
1169,
1270,
1040,
839,
912,
1178,
1232,
1260,
1155,
988,
876,
759,
982,
1124,
1156,
1122,
957,
811,
946,
1550,
1604,
1257,
1418,
977,
2327,
2070,
1349,
2158,
1262,
1258,
1445,
1179,
1039,
1314,
1215,
1392,
1729,
1201,
1183,
1114,
1593,
1003,
1154,
1175,
944,
799,
1074,
1181,
1118,
1094,
979,
861,
906,
890,
1044,
1060,
1164,
1077,
2023,
1018,
1003,
1068,
1485,
1238,
1186,
1165,
1029,
1193,
1235,
1223,
1111,
1143,
900,
966,
1077,
1097,
1140,
1248,
1164,
1085,
1674,
1484,
1468,
1185,
1374,
1203,
1010,
890,
1376,
1395,
1556,
1084,
1070,
1265,
781,
791,
8882,
1528,
1403,
1270,
1263,
1102,
1201,
1314,
1913,
1284,
1253,
1176,
4300,
1341,
1120,
1017,
965,
1209,
897,
858,
808,
830,
942,
1236,
1234,
1022,
794,
876,
1343,
1040,
950,
779,
811,
734,
756,
889,
816,
1122,
1270,
1011,
840,
884,
738,
1053,
2484,
1697,
846,
814,
860,
862,
860,
960,
1070,
1879,
1114,
993,
406889,
53447,
4212,
2623,
1940,
2406,
1693,
1777,
1162,
1118,
1021,
885,
928,
876,
1009,
809,
878,
791,
794,
686,
933,
1153,
1585,
839,
742,
832,
786,
809,
982,
1103,
1583,
810,
775,
608,
702,
684,
738,
942,
885,
794,
1015,
809,
930,
838,
906,
765,
818,
669,
887,
1832,
948,
1584,
955,
989,
880,
729,
1024,
1758,
1668,
1141,
912,
697,
710,
952,
1042,
1177,
1305,
1036,
773,
976,
1232,
1156,
1255,
1450,
995,
752,
874,
1092,
1226,
1111,
1091,
1322,
1136,
1003,
1159,
1195,
1194,
1186,
916,
719,
853,
999,
1069,
1244,
1134,
992,
733,
797,
964,
1166,
1115,
1123,
884,
719,
915,
1232,
1781,
1176,
1108,
956,
1000,
2658,
1795,
1370,
1392,
1288,
1142,
867,
844,
2593,
1402,
1138,
1112,
1039,
818,
1259,
1824,
1440,
934,
997,
906,
811,
1018,
1452,
1211,
1193,
1232,
923,
1092,
979,
1162,
1130,
988
] |
[
858,
848,
786,
912,
1182,
1343,
1134,
1136,
1021,
1201,
926,
1077,
1242,
1536,
1495,
1355,
909,
941,
1024,
982,
1035,
936,
1616,
997,
2140,
1047,
1002,
754,
836,
1064,
703,
679,
690,
1129,
1397,
1177,
1094,
924,
694,
1565,
7063,
1426,
1145,
930,
860,
920,
937,
1590,
3664,
3407,
2736,
1509,
1272,
1576,
2172,
3098,
1542,
1184,
1012,
1255,
1605,
1933,
1692,
1280,
1321,
952,
978,
1043,
1385,
1234,
1266,
1521,
1154,
1025,
1269,
1715,
1365,
1349,
1189,
1284,
1132,
1286,
1535,
1279,
1478,
1263,
1294,
1228,
1234,
1447,
1346,
1628,
1628,
1342,
1397,
5300
] |
[
"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: -3.42%",
"予測される変化率: [カラム_0] 予測される変化率: 517.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の8.13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: -3.42%",
"Forecasted change rate: [column_0] Forecasted change rate: 517.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 8.13 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
15,
1,
3,
2,
2,
0,
3,
3,
3,
6,
3,
6,
5,
7,
5,
4,
13,
8,
6,
5,
7,
5,
7,
4,
4,
3,
6,
3,
1,
2,
14,
5,
7,
15,
22,
36,
19,
30,
21,
22,
18,
17,
25,
24,
33,
50,
44,
25,
30,
40,
51,
80,
143,
45,
58,
63,
70,
96,
132,
135,
91,
106,
517,
642,
651,
1089,
935,
416,
325,
240,
215,
280,
415,
306,
151,
117,
131,
92,
94,
128,
163,
109,
86,
50,
60,
51,
79,
75,
79,
66,
37,
45,
46,
50,
36,
31,
16,
30,
11,
9,
13,
16,
8,
8,
9,
14,
10,
5,
4,
3,
5,
2,
16,
11,
12,
10,
11,
7,
2,
5,
12,
7,
11,
13,
9,
11,
7,
6,
19,
16,
5,
12,
14,
9,
22,
41,
47,
21,
27,
30,
15,
34,
61,
142,
74,
53,
52,
51,
56,
103,
112,
33,
30,
31,
30,
22,
73,
59,
25,
26,
72,
56,
63,
81,
81,
47,
25,
37,
32,
33,
70,
61,
23,
20,
21,
26,
50,
72,
66,
27,
26,
31,
33,
66,
60,
50,
18,
21,
19,
25,
35,
49,
53,
15,
16,
11,
26,
48,
41,
38,
23,
30,
44,
66,
50,
80,
75,
25,
33,
28,
37,
42,
60,
54,
53,
55,
34,
47,
62,
62,
56,
268,
1112,
1350,
1575,
1535,
1583,
1346,
831,
742,
603,
529,
447,
650,
655,
304,
264,
195,
225,
202,
323,
309,
236,
109,
117,
75,
59,
131,
137,
79,
56,
67,
53,
49,
103,
84,
52,
49,
37,
47,
55,
119,
105,
26,
29,
36,
62,
117,
153,
148,
66,
117,
69,
51,
62,
112,
124,
122,
74,
47,
27,
42,
61,
71,
28,
41,
35,
26,
50,
74,
64,
36,
32,
23,
12,
33,
49,
40,
33,
35,
48,
38,
60,
92,
80,
63,
37,
45,
44,
71,
147,
137,
72,
69,
59,
62,
71,
107,
127,
54,
41,
37,
51,
52,
92,
102,
57,
63,
84,
65,
82,
130,
151,
58,
53,
45,
50,
40,
79,
94,
40,
25,
44,
102,
74,
77,
97,
37,
42,
33,
35,
43,
64,
51,
29,
32,
24,
33,
40,
62,
53,
32,
30,
41,
41,
41,
55,
52,
27,
25,
33,
36,
63,
50,
50,
35,
21,
36,
21,
42,
29,
42,
30,
34,
27,
25,
32,
39,
38,
30,
20,
22,
10,
36,
30,
34,
16,
16,
24,
22,
16,
33,
24,
20,
7,
17,
17,
17,
28,
24,
30,
26,
24,
17,
21,
26,
29,
22,
19,
21,
21,
36,
41,
25,
18,
12,
17,
11,
16,
45,
28,
24,
17,
15,
13,
22,
22,
20,
14,
17,
15,
28,
28,
39,
24,
11,
14,
13,
10,
10,
22,
23,
21,
20,
25,
13,
19,
27,
16,
14,
8,
8,
11,
8,
28,
18,
21,
13,
14,
12,
9,
15,
27,
21,
17,
8,
7,
19,
39,
24,
13,
30,
21,
13,
17,
37,
17,
18,
16,
9,
14,
13,
11,
17,
10,
6,
13,
9,
17,
11,
20,
6,
13,
6,
7,
22,
19,
25,
12,
8,
13
] |
[
7,
22,
21,
24,
12,
8,
10,
8,
15,
20,
29,
23,
12,
11,
9,
4,
18,
14,
12,
10,
14,
18,
11,
20,
10,
14,
13,
9,
17,
12,
18,
14,
12,
11,
20,
14,
10,
18,
20,
18,
13,
5,
10,
15,
14,
29,
18,
8,
18,
16,
11,
13,
11,
27,
12,
6,
14,
13,
24,
17,
15,
13,
5,
30,
483,
350,
223,
206,
387,
520,
58,
44,
29,
32,
24,
9,
22,
15,
26,
22,
225,
32,
17,
14,
3,
14,
19,
18,
30,
11,
19,
14,
111,
546,
221,
56
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: -13.33%",
"予測される変化率: [カラム_0] 予測される変化率: 700.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.38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: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -13.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 700.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.38 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 upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 80."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1182,
1214,
1387,
2841,
1304,
1421,
1393,
1610,
1469,
1891,
2878,
1953,
1749,
2485,
1783,
1897,
2344,
2969,
2189,
2605,
1777,
1737,
1622,
1882,
1708,
1670,
1767,
1566,
1402,
1726,
1578,
1600,
1496,
2122,
2228,
2100,
2448,
2577,
3151,
2280,
2951,
2616,
2251,
2249,
2333,
2922,
4390,
2543,
2193,
2131,
1718,
2522,
2475,
2044,
2627,
2011,
2014,
1966,
3828,
3132,
3483,
2858,
1952,
1769,
1765,
1888,
2157,
3431,
1746,
1872,
1630,
1570,
1905,
1883,
2771,
3300,
2464,
2186,
1833,
2526,
2021,
2009,
2001,
2089,
1892,
1654,
2800,
2153,
2439,
2008,
3296,
2832,
2023,
2421,
2200,
2617,
3252,
2789,
2511,
1927,
2837,
2532,
2445,
2000,
1987,
1987,
2121,
2438,
2580,
2978,
2585,
2037,
1540,
1603,
1986,
2352,
2478,
2408,
1843,
2195,
2776,
3306,
2084,
1602,
1716,
1493,
1776,
1747,
2033,
2360,
2502,
1992,
1501,
1489,
1490,
2381,
1917,
2093,
1594,
1434,
1606,
1592,
2453,
1990,
2231,
1673,
1267,
1946,
1723,
1623,
1737,
2058,
1826,
1597,
2153,
1654,
2500,
1503,
1645,
1357,
1308,
1212,
1182,
2180,
1903,
1584,
1485,
1300,
1100,
1081,
2149,
1451,
1528,
1221,
1196,
1147,
1138,
1583,
1545,
1602,
1371,
1600,
1872,
3565,
7899,
3424,
2569,
2092,
2202,
2743,
2382,
2316,
2586,
4315,
1967,
1724,
2111,
2262,
1998,
1936,
2451,
2448,
1899,
1625,
1532,
2214,
2316,
2245,
1950,
1973,
1872,
1688,
2159,
1834,
8852,
2948,
2524,
3113,
1953,
3124,
2100,
3475,
2274,
1835,
3863,
2433,
3787,
2106,
3200,
2678,
1951,
1679,
1960,
1902,
3122,
2454,
1933,
1683,
1495,
1804,
2274,
3067,
3658,
3006,
1802,
1897,
1790,
2645,
1894,
6039,
2641,
2136,
1634,
1498,
3800,
1960,
2068,
1714,
1478,
1364,
1471,
3799,
2294,
2053,
2095,
2308,
2089,
1495,
2718,
2045,
2590,
1930,
2108,
1784,
1713,
2088,
1719,
1664,
1524,
1268,
1257,
1349,
1477,
1520,
1469,
1294,
1145,
1101,
1428,
1490,
1378,
1304,
1066,
1112,
1035,
1065,
1290,
1264,
1558,
1127,
1000,
928,
1054,
1225,
1007,
2786,
1260,
1395,
1230,
1130,
1865,
1876,
1158,
1773,
1353,
1103,
1073,
1494,
1166,
1380,
1259,
1203,
1718,
958,
1022,
1117,
1181,
1140,
906,
920,
928,
1097,
945,
2162,
1365,
1297,
1048,
995,
1179,
1153,
1103,
1322,
1185,
1166,
1135,
1232,
1045,
937,
2935,
1212,
957,
995,
1402,
1398,
1129,
1163,
1089,
850,
899,
1003,
1072,
1131,
1424,
1280,
1267,
2768,
2937,
1121,
1120,
1206,
2367,
1208,
1147,
2481,
1479,
1332,
1383,
1373,
1605,
1747,
1613,
1217,
1209,
1633,
2233,
1515,
2616,
1946,
1315,
2590,
2425,
1999,
1842,
1580,
2442,
1920,
1722,
1688,
1386,
1503,
1388,
1810,
1201,
1359,
1378,
1352,
1065,
1494,
1836,
1015,
1426,
1322,
1160,
1136,
1164,
1328,
1241,
2021,
1294,
1302,
1226,
1085,
2213,
1249,
1302,
1288,
991,
1041,
1142,
1434,
1316,
1357,
1011,
974,
961,
883,
1376,
1562,
1884,
1249,
979,
883,
934,
1210,
1131,
1191,
1086,
1075,
2046,
1296,
1546,
1510,
1562,
1535,
1092,
1543,
1385,
1485,
1677,
1498,
1422,
1247,
1090,
1067,
1506,
1602,
1508,
1313,
1104,
1080,
1234,
1505,
1514,
1456,
1525,
1333,
1144,
1264,
1405,
1357,
1568,
1216,
1369,
1074,
1121,
1553,
1585,
1579,
1442,
1745,
1429,
3045,
5664,
2310,
2572,
1615,
2010,
1478,
1959,
1442,
1409,
2593,
1336,
1282,
1997,
2532,
4873,
2567,
2332,
1717,
1515,
1808
] |
[
1812,
2368,
2751,
4356,
3669,
2865,
1952,
1764,
2069,
1932,
4081,
2390,
1783,
1953,
1607,
1928,
2738,
2243,
1536,
1362,
1221,
1436,
2270,
2344,
1861,
1892,
2569,
1698,
1632,
2393,
1846,
3460,
1482,
1568,
1527,
1660,
1854,
3522,
6077,
2870,
2545,
3443,
2610,
2613,
2945,
2587,
1702,
1930,
1783,
1543,
2001,
2379,
2093,
1521,
1370,
1272,
1356,
1453,
1879,
2014,
1523,
1222,
1265,
1295,
1562,
1371,
1419,
1258,
1202,
1168,
1050,
1179,
1388,
1369,
1745,
1599,
1677,
1593,
2997,
2123,
1894,
1775,
1584,
1800,
2803,
2717,
1667,
1552,
1507,
1410,
1630,
3901,
3239,
1831,
1869,
1488
] |
[
"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: 52.96%",
"予測される変化率: [カラム_0] 予測される変化率: -17.88%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.43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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 52.96%",
"Forecasted change rate: [column_0] Forecasted change rate: -17.88%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.43 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 |
[
156,
137,
234,
146,
134,
162,
112,
131,
149,
136,
157,
117,
146,
158,
137,
198,
164,
149,
158,
172,
200,
257,
177,
151,
197,
150,
148,
142,
111,
147,
130,
123,
128,
146,
164,
188,
230,
200,
153,
147,
185,
219,
177,
183,
235,
140,
152,
211,
192,
173,
144,
179,
219,
174,
167,
280,
186,
176,
182,
137,
185,
159,
182,
189,
688,
398,
307,
249,
407,
539,
400,
224,
304,
204,
178,
175,
134,
143,
148,
161,
173,
139,
169,
153,
202,
192,
154,
164,
166,
149,
180,
205,
192,
155,
148,
136,
183,
181,
131,
141,
164,
133,
142,
134,
167,
202,
173,
215,
180,
132,
194,
185,
195,
216,
211,
194,
190,
290,
267,
215,
206,
191,
193,
191,
183,
174,
192,
215,
175,
238,
187,
220,
204,
192,
215,
225,
182,
215,
217,
241,
223,
175,
210,
185,
233,
195,
158,
197,
174,
171,
176,
153,
169,
151,
163,
150,
165,
158,
324,
248,
207,
180,
179,
166,
209,
201,
245,
197,
175,
212,
209,
185,
167,
233,
218,
129,
146,
164,
156,
184,
149,
152,
165,
165,
160,
161,
179,
192,
169,
177,
209,
145,
160,
178,
203,
219,
216,
208,
200,
202,
218,
197,
178,
270,
342,
220,
258,
185,
907,
2402,
1505,
1012,
582,
556,
396,
356,
274,
270,
244,
200,
214,
174,
187,
236,
245,
214,
258,
221,
259,
238,
250,
227,
345,
267,
238,
277,
283,
489,
310,
268,
257,
246,
323,
236,
272,
274,
187,
249,
262,
369,
285,
309,
351,
300,
546,
267,
476,
251,
383,
379,
314,
477,
391,
344,
295,
291,
300,
356,
267,
269,
357,
290,
285,
351,
292,
265,
233,
257,
279,
298,
323,
323,
355,
287,
325,
325,
270,
262,
310,
344,
272,
255,
304,
282,
253,
250,
251,
334,
261,
293,
292,
261,
364,
290,
231,
294,
300,
299,
304,
1265,
1641,
862,
584,
542,
474,
392,
450,
442,
370,
328,
347,
323,
373,
322,
274,
300,
348,
315,
467,
385,
382,
378,
413,
498,
761,
712,
1187,
1300,
2919,
9272,
4987,
2120,
1329,
845,
762,
563,
422,
434,
347,
331,
309,
323,
318,
321,
303,
280,
267,
259,
312,
291,
243,
218,
223,
253,
232,
224,
231,
217,
199,
310,
276,
225,
243,
234,
226,
199,
377,
361,
242,
232,
235,
537,
345,
256,
245,
264,
320,
293,
212,
178,
208,
224,
244,
180,
185,
215,
191,
209,
215,
220,
248,
208,
204,
188,
209,
254,
251,
203,
271,
193,
281,
240,
267,
343,
223,
285,
202,
289,
261,
255,
208,
242,
241,
173,
233,
267,
266,
210,
225,
196,
219,
192,
173,
194,
216,
183,
192,
235,
267,
210,
2304,
658,
348,
370,
213,
228,
217,
239,
226,
248,
223,
214,
246,
257,
253,
230,
246,
222,
245,
230,
271,
262,
244,
286,
252,
291,
250,
249,
267,
265,
293,
269,
325,
312,
333,
301,
335,
330,
316,
289,
256,
250,
244,
268,
331,
268,
277,
245,
272,
329,
266,
273,
314,
298,
247,
339,
250,
236,
200,
258,
295,
264,
263,
274,
302,
304,
1178,
852,
363,
431,
381,
365
] |
[
299,
333,
306,
288,
305,
329,
303,
303,
304,
300,
313,
286,
255,
285,
253,
227,
255,
264,
260,
269,
269,
251,
294,
246,
284,
257,
270,
247,
247,
279,
273,
205,
254,
242,
286,
345,
223,
229,
257,
255,
247,
256,
233,
224,
274,
303,
218,
251,
221,
219,
218,
207,
196,
211,
252,
277,
222,
236,
253,
227,
286,
261,
235,
253,
286,
145,
261,
345,
252,
235,
281,
277,
270,
292,
255,
309,
283,
302,
343,
289,
295,
259,
294,
250,
293,
285,
291,
295,
328,
331,
311,
307,
284,
287,
316,
312
] |
[
"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: 133.97%",
"予測される変化率: [カラム_0] 予測される変化率: 4.35%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.54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: 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: upward",
"Historical change rate: [column_0] Historical change rate: 133.97%",
"Forecasted change rate: [column_0] Forecasted change rate: 4.35%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.54 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 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 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 |
[
158,
170,
158,
171,
147,
134,
148,
178,
197,
219,
166,
154,
222,
186,
172,
205,
157,
214,
188,
162,
146,
257,
175,
137,
113,
111,
107,
93,
208,
148,
165,
115,
105,
139,
133,
146,
184,
126,
139,
196,
132,
153,
138,
147,
121,
138,
147,
130,
131,
160,
103,
356,
367,
378,
366,
409,
461,
439,
463,
467,
418,
354,
301,
364,
403,
316,
371,
349,
311,
254,
386,
341,
379,
410,
419,
238,
286,
396,
354,
393,
402,
410,
246,
257,
336,
382,
333,
329,
284,
364,
387,
377,
380,
339,
366,
475,
236,
265,
362,
311,
465,
419,
482,
273,
301,
345,
318,
312,
516,
453,
283,
296,
406,
390,
410,
409,
364,
274,
258,
474,
406,
357,
406,
381,
318,
311,
484,
562,
440,
485,
456,
310,
347,
474,
472,
462,
476,
472,
340,
377,
495,
403,
354,
474,
501,
315,
330,
511,
404,
401,
429,
430,
321,
372,
488,
417,
401,
466,
422,
280,
326,
422,
407,
421,
475,
414,
285,
337,
409,
361,
322,
479,
445,
292,
306,
391,
409,
395,
511,
507,
380,
367,
385,
326,
491,
408,
495,
354,
299,
404,
496,
513,
448,
633,
350,
354,
404,
390,
330,
426,
478,
362,
339,
480,
459,
465,
495,
427,
395,
342,
520,
509,
359,
389,
396,
362,
354,
466,
595,
539,
445,
301,
341,
324,
388,
479,
388,
495,
394,
333,
325,
409,
541,
445,
385,
491,
281,
498,
616,
585,
481,
521,
521,
452,
338,
407,
414,
395,
630,
454,
306,
379,
428,
403,
362,
429,
437,
286,
272,
445,
448,
403,
477,
466,
302,
389,
441,
729,
389,
358,
495,
307,
359,
633,
527,
506,
674,
510,
442,
515,
386,
443,
411,
464,
447,
380,
327,
371,
357,
342,
393,
401,
259,
271,
342,
247,
283,
308,
345,
233,
202,
241,
221,
274,
265,
295,
268,
199,
233,
211,
187,
265,
242,
182,
181,
263,
215,
235,
280,
373,
222,
240,
184,
222,
152,
253,
272,
243,
250,
321,
240,
204,
286,
283,
222,
232,
187,
222,
255,
242,
219,
197,
174,
234,
283,
253,
262,
274,
253,
248,
248,
268,
270,
327,
345,
219,
241,
277,
238,
280,
217,
289,
228,
217,
230,
267,
255,
256,
224,
270,
257,
263,
274,
322,
296,
274,
285,
258,
237,
277,
287,
260,
305,
237,
269,
246,
246,
296,
261,
275,
236,
256,
216,
235,
260,
215,
276,
209,
351,
260,
278,
221,
224,
273,
327,
328,
350,
345,
299,
358,
293,
249,
240,
272,
250,
278,
238,
332,
285,
293,
275,
252,
201,
242,
282,
209,
202,
166,
199,
202,
215,
213,
225,
241,
212,
166,
236,
192,
224,
148,
170,
284,
245,
272,
299,
250,
192,
175,
462,
203,
249,
259,
249,
231,
290,
248,
167,
170,
220,
251,
186,
169,
159,
183,
175,
192,
200,
205,
154,
148,
153,
132,
194,
213,
136,
119,
141,
134,
170,
202,
228,
153,
145,
174,
159,
175,
213,
216,
129,
154,
124,
166,
190,
200,
256,
200,
168,
149,
192,
174,
207,
236,
162,
218,
183,
222,
221,
269,
236,
248,
176,
176
] |
[
181,
216,
253,
301,
225,
220,
203,
223,
250,
236,
275,
198,
326,
214,
254,
332,
314,
288,
217,
239,
242,
208,
265,
327,
300,
260,
243,
224,
208,
254,
277,
233,
227,
226,
226,
214,
226,
294,
338,
304,
334,
304,
395,
360,
485,
629,
987,
850,
594,
480,
390,
578,
548,
557,
426,
486,
449,
463,
439,
539,
599,
546,
532,
502,
413,
458,
510,
639,
698,
647,
543,
536,
575,
642,
567,
648,
609,
494,
473,
586,
637,
586,
567,
532,
499,
481,
524,
491,
504,
411,
513,
416,
430,
460,
515,
687
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 11.39%",
"予測される変化率: [カラム_0] 予測される変化率: 279.56%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.40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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 11.39%",
"Forecasted change rate: [column_0] Forecasted change rate: 279.56%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.40 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 70 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear downward trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 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 70."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
15,
7,
11,
10,
10,
8,
16,
21,
19,
21,
6,
11,
19,
26,
20,
3,
9,
7,
20,
10,
21,
7,
8,
11,
9,
9,
10,
7,
16,
6,
9,
15,
2,
8,
10,
8,
16,
14,
5,
7,
14,
11,
4,
8,
10,
3,
20,
13,
10,
9,
7,
6,
10,
7,
26,
8,
7,
3,
12,
8,
10,
5,
9,
4,
5,
21,
8,
100,
11,
14,
14,
17,
13,
8,
0,
26,
9,
12,
10,
55,
8,
15,
42,
11,
38,
19,
16,
8,
8,
12,
15,
17,
21,
23,
9,
5,
10,
14,
5,
12,
12,
13,
5,
10,
4,
7,
9,
13,
7,
9,
9,
14,
9,
5,
54,
5,
6,
6,
12,
9,
12,
4,
7,
5,
21,
17,
7,
28,
17,
9,
9,
10,
32,
11,
9,
15,
8,
9,
6,
8,
10,
14,
7,
6,
10,
4,
11,
8,
14,
7,
15,
8,
19,
51,
12,
20,
28,
6,
7,
6,
8,
16,
35,
23,
14,
11,
8,
9,
14,
12,
24,
16,
14,
20,
10,
10,
9,
16,
10,
9,
9,
6,
7,
16,
9,
12,
13,
9,
9,
19,
31,
49,
44,
27,
20,
5,
17,
3,
13,
12,
15,
12,
23,
16,
13,
12,
20,
12,
6,
10,
12,
35,
12,
30,
16,
14,
8,
21,
8,
13,
20,
12,
16,
6,
14,
9,
13,
30,
8,
10,
26,
20,
18,
14,
41,
24,
17,
24,
25,
19,
16,
24,
15,
17,
15,
29,
11,
16,
22,
19,
6,
9,
8,
11,
9,
17,
14,
85,
7,
28,
13,
16,
25,
12,
7,
12,
9,
13,
11,
11,
15,
56,
31,
62,
17,
21,
15,
8,
23,
25,
34,
39,
14,
28,
19,
25,
25,
40,
54,
18,
11,
12,
34,
16,
12,
16,
13,
13,
18,
39,
49,
12,
13,
18,
14,
9,
9,
19,
33,
61,
8,
12,
7,
11,
9,
34,
39,
9,
9,
7,
49,
19,
9,
41,
10,
20,
8,
11,
12,
13,
12,
10,
7,
12,
9,
9,
4,
37,
27,
3,
28,
35,
7,
8,
12,
17,
9,
6,
87,
16,
11,
14,
5,
11,
11,
18,
10,
8,
7,
5,
14,
9,
1,
7,
9,
11,
9,
20,
16,
10,
16,
11,
12,
15,
9,
28,
9,
18,
15,
33,
36,
26,
39,
30,
15,
17,
17,
7,
11,
10,
14,
16,
13,
19,
18,
11,
12,
17,
12,
56,
11,
15,
16,
15,
42,
11,
22,
14,
13,
11,
10,
17,
19,
13,
15,
12,
13,
16,
9,
8,
14,
18,
22,
32,
14,
12,
8,
83,
50,
35,
89,
42,
17,
14,
13,
14,
13,
47,
18,
16,
8,
48,
69,
19,
13,
13,
14,
15,
48,
24,
9,
12,
15,
11,
9,
14,
13,
12,
21,
13,
11,
11,
30,
37,
15,
7,
18,
15,
10,
29,
13,
12,
8,
13,
30,
42,
30,
10,
15,
36,
17,
14,
20,
14,
12,
11,
20,
34,
9,
19,
82,
11,
12,
15,
15,
24,
14,
17,
16,
6,
11,
12,
6,
10,
11,
10,
8,
8,
9,
17,
21,
14
] |
[
5,
36,
15,
20,
9,
33,
23,
4,
47,
21,
20,
12,
16,
20,
37,
54,
14,
8,
11,
10,
14,
37,
33,
34,
16,
16,
23,
47,
10,
21,
15,
15,
14,
40,
15,
8,
10,
17,
10,
17,
38,
37,
16,
12,
11,
26,
75,
58,
20,
25,
32,
53,
20,
17,
74,
24,
24,
26,
24,
24,
79,
76,
107,
88,
59,
35,
29,
25,
21,
31,
27,
21,
20,
19,
20,
24,
18,
32,
28,
20,
30,
62,
32,
25,
31,
32,
19,
18,
25,
40,
29,
23,
22,
21,
27,
12
] |
[
"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: -6.67%",
"予測される変化率: [カラム_0] 予測される変化率: 140.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.80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: -6.67%",
"Forecasted change rate: [column_0] Forecasted change rate: 140.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.80 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 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 28 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 28.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
3,
4,
1,
4,
1,
1,
4,
6,
6,
5,
4,
1,
2,
3,
4,
2,
4,
4,
2,
5,
3,
4,
5,
6,
1,
4,
5,
5,
6,
5,
4,
4,
5,
6,
9,
6,
2,
8,
3,
8,
5,
13,
6,
2,
5,
2,
6,
4,
7,
4,
4,
3,
4,
6,
3,
5,
8,
9,
5,
6,
1,
8,
7,
9,
7,
2,
5,
6,
1,
5,
5,
11,
2,
3,
5,
5,
5,
4,
15,
5,
11,
6,
7,
4,
10,
9,
4,
5,
2,
3,
7,
8,
11,
6,
8,
1,
4,
3,
3,
0,
3,
9,
7,
13,
12,
7,
3,
5,
6,
14,
1,
9,
6,
5,
3,
12,
6,
6,
6,
8,
5,
9,
10,
4,
4,
11,
5,
17,
16,
13,
3,
13,
7,
15,
0,
10,
12,
11,
1,
2,
6,
13,
7,
10,
8,
7,
4,
15,
8,
4,
4,
2,
18,
18,
11,
20,
11,
11,
5,
6,
9,
2,
7,
5,
8,
20,
16,
9,
8,
7,
19,
13,
12,
12,
9,
5,
14,
8,
8,
8,
6,
7,
12,
8,
30,
12,
11,
14,
15,
11,
9,
11,
12,
15,
14,
11,
23,
16,
9,
3,
11,
16,
8,
18,
15,
12,
11,
11,
15,
5,
14,
9,
12,
6,
8,
12,
11,
23,
13,
15,
10,
10,
10,
12,
22,
8,
6,
13,
7,
16,
12,
5,
18,
12,
13,
15,
14,
19,
13,
17,
9,
12,
12,
14,
12,
16,
12,
14,
12,
8,
12,
24,
7,
9,
10,
7,
11,
21,
10,
8,
20,
9,
9,
9,
7,
28,
8,
10,
12,
14,
12,
12,
13,
13,
16,
13,
16,
10,
15,
11,
4,
14,
11,
10,
20,
8,
11,
6,
13,
8,
15,
12,
5,
9,
7,
6,
5,
21,
11,
4,
8,
8,
12,
7,
6,
9,
9,
15,
9,
3,
10,
11,
11,
11,
11,
5,
7,
8,
5,
9,
9,
8,
11,
7,
10,
5,
5,
7,
6,
5,
14,
2,
7,
8,
8,
4,
9,
6,
6,
14,
5,
7,
9,
7,
6,
5,
9,
13,
9,
7,
16,
10,
10,
3,
19,
13,
11,
9,
8,
9,
11,
7,
13,
10,
7,
10,
33,
9,
6,
15,
5,
9,
8,
4,
5,
5,
8,
9,
7,
6,
13,
11,
10,
11,
7,
1,
3,
11,
9,
18,
8,
13,
9,
17,
12,
8,
17,
13,
2,
21,
14,
13,
14,
3,
12,
13,
14,
24,
8,
18,
17,
10,
19,
5,
10,
8,
9,
9,
9,
13,
8,
10,
11,
4,
9,
13,
7,
13,
9,
17,
12,
8,
11,
15,
19,
9,
12,
7,
10,
12,
18,
7,
6,
9,
8,
14,
12,
17,
13,
4,
14,
9,
14,
10,
5,
7,
8,
12,
8,
8,
9,
6,
16,
5,
8,
12,
12,
6,
5,
8,
6,
10,
10,
13,
7,
8,
4,
7,
8,
8,
6,
7,
6,
8,
7,
10,
11,
10,
6,
8,
7,
9,
9,
5,
12,
20,
10,
3,
6,
4,
6,
8,
5,
3,
9,
9,
16,
3,
5,
4,
4
] |
[
9,
11,
6,
4,
7,
9,
13,
9,
9,
7,
13,
7,
20,
14,
7,
18,
11,
9,
13,
10,
10,
15,
15,
12,
6,
12,
8,
13,
16,
15,
13,
8,
15,
17,
11,
5,
6,
8,
6,
10,
9,
9,
12,
7,
15,
11,
3,
12,
11,
9,
10,
6,
6,
7,
7,
7,
15,
13,
6,
1,
13,
9,
16,
10,
12,
8,
12,
4,
13,
12,
17,
6,
9,
5,
9,
7,
7,
7,
9,
13,
7,
6,
6,
4,
7,
5,
15,
10,
8,
5,
7,
13,
7,
9,
5,
12
] |
[
"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: 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0.51倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 55個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 0.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.51 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 55",
"First turning point: [column_0] First turning point: at data point 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 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 does not show a clear 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 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 |
[
422,
2774,
1508,
585,
457,
760,
957,
581,
580,
449,
324,
472,
576,
588,
517,
532,
443,
335,
360,
417,
456,
459,
454,
453,
357,
415,
664,
1094,
591,
465,
464,
510,
450,
489,
534,
820,
707,
733,
493,
508,
532,
540,
599,
555,
489,
356,
437,
546,
719,
497,
500,
440,
345,
346,
506,
536,
600,
536,
529,
298,
424,
443,
584,
469,
505,
431,
299,
285,
429,
520,
544,
534,
468,
304,
364,
513,
590,
544,
594,
557,
380,
458,
616,
770,
942,
794,
643,
428,
533,
785,
722,
642,
604,
547,
436,
445,
1059,
1427,
725,
645,
551,
428,
437,
653,
678,
790,
604,
579,
368,
409,
638,
643,
662,
593,
539,
396,
389,
606,
806,
719,
632,
716,
378,
405,
597,
639,
658,
794,
599,
394,
456,
744,
792,
587,
677,
564,
317,
446,
597,
670,
559,
524,
552,
312,
382,
570,
543,
483,
432,
385,
310,
438,
518,
696,
827,
785,
612,
451,
523,
713,
684,
603,
639,
577,
384,
1316,
921,
818,
540,
437,
410,
269,
561,
489,
473,
320,
268,
229,
211,
261,
372,
377,
532,
475,
295,
383,
445,
535,
502,
547,
716,
918,
493,
629,
575,
557,
550,
500,
494,
362,
401,
502,
617,
546,
637,
565,
393,
423,
573,
582,
558,
551,
506,
391,
697,
670,
808,
655,
1073,
742,
424,
464,
551,
556,
570,
544,
599,
352,
404,
1232,
889,
622,
657,
538,
353,
403,
631,
600,
648,
675,
587,
399,
424,
617,
649,
607,
602,
525,
402,
430,
645,
620,
589,
1351,
862,
646,
528,
645,
736,
651,
806,
601,
478,
745,
735,
714,
8111,
16643,
9065,
5621,
4628,
4495,
3517,
2744,
2414,
1705,
1598,
1478,
1822,
2221,
1619,
1478,
1210,
1133,
1209,
1549,
1487,
1514,
1893,
1392,
1177,
1276,
1520,
1763,
11365,
2545,
1754,
1283,
1270,
1814,
1559,
1336,
1286,
1058,
841,
985,
1214,
1121,
1146,
930,
980,
838,
911,
1162,
1132,
1029,
1072,
1160,
924,
966,
1103,
1314,
1071,
956,
885,
735,
773,
1005,
1197,
1043,
6024,
10059,
6345,
5028,
4768,
6437,
5660,
2720,
2082,
1613,
1740,
1503,
1464,
1497,
1392,
1294,
1376,
1589,
1232,
1290,
1317,
1208,
967,
921,
1023,
1020,
1062,
1013,
970,
1009,
1022,
1369,
1124,
1185,
1086,
985,
1094,
845,
1070,
951,
1114,
1017,
1162,
1430,
838,
854,
864,
941,
4010,
1262,
1404,
1126,
912,
1027,
1249,
1181,
920,
1079,
1043,
1299,
1347,
1457,
1212,
1336,
1142,
1075,
1161,
1450,
1991,
2252,
3204,
3049,
2544,
1826,
1701,
1870,
1634,
1330,
1355,
1211,
1625,
1647,
2044,
1661,
1991,
1782,
4013,
9362,
15750,
3335,
2062,
2884,
3760,
2979,
8203,
3789,
3050,
3582,
2708,
3610,
3581,
7781,
8843,
15122,
14259,
16211,
24261,
19556,
41603,
43008,
26635,
30592,
30847,
42540,
33627,
56456,
78155,
38896,
36406,
43304,
40250,
37707,
57680,
42835,
43872,
47471,
62869,
79132,
89510,
80347,
55249,
43868,
46277,
39553,
40712,
53414,
51334,
34181,
25305,
24545,
19702,
20013,
28240,
29174,
18901,
14308,
13573,
11240,
12148,
16294,
15826,
11169,
8106,
7811,
6686,
6835,
8242,
8750,
6755,
5916,
6079,
4892,
4954,
5589,
5913,
4661,
3819,
3209,
3791,
3810,
4477,
5001,
4185,
4423,
3974,
3588,
3198,
3612,
4290,
3539,
3235,
3065
] |
[
3760,
3644,
4160,
4533,
3660,
3082,
3265,
3035,
2942,
2941,
3512,
3157,
2750,
2629,
2820,
3090,
3193,
3641,
3357,
3170,
3218,
2941,
2427,
2460,
2667,
2500,
19574,
43099,
41572,
39527,
42215,
44792,
56135,
51055,
41239,
39622,
39665,
35484,
46923,
49406,
32472,
24153,
23184,
25263,
36277,
40952,
26934,
26480,
50769,
45380,
47196,
87381,
92824,
64312,
41933,
29072,
26080,
26017,
50194,
67393,
36865,
25386,
20773,
18086,
20111,
40487,
53191,
31314,
17610,
15205,
15178,
18630,
35393,
43187,
16538,
15563,
12810,
12796,
14278,
25168,
33690,
18510,
11564,
11215,
9629,
11512,
20939,
25655,
17262,
11687,
9010,
8803,
10476,
17540,
22643,
14124
] |
[
"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: 626.30%",
"予測される変化率: [カラム_0] 予測される変化率: 275.64%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.94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: 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: 626.30%",
"Forecasted change rate: [column_0] Forecasted change rate: 275.64%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.94 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 39",
"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 90 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 90.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
244,
63,
82,
1793,
290,
51,
42,
42,
32,
29,
33,
36,
31,
32,
34,
53,
23,
24,
19,
28,
18,
63,
16,
26,
37,
19,
27,
18,
25,
21,
20,
22,
51,
14,
21,
36,
216,
79,
34,
25,
18,
325,
59,
26,
43,
60,
89,
142,
179,
68,
41,
35,
69,
366,
60,
52,
61,
89,
118,
154,
466,
127,
35,
34,
21,
32,
32,
33,
29,
29,
17,
20,
92,
404,
304,
103,
104,
410,
95,
49,
73,
206,
87,
44,
110,
49,
35,
109,
76,
43,
217,
184,
281,
130,
370,
643,
162,
73,
56,
57,
47,
48,
72,
39,
34,
41,
66,
43,
60,
38,
39,
59,
219,
89,
70,
112,
197,
70,
45,
42,
25,
122,
151,
74,
140,
330,
277,
81,
80,
176,
292,
95,
46,
84,
41,
36,
36,
84,
41,
56,
29,
82,
149,
1267,
296,
414,
164,
154,
67,
42,
186,
125,
49,
36,
48,
36,
41,
436,
75,
63,
41,
202,
36,
48,
124,
126,
46,
24,
38,
18,
19,
24,
67,
30,
28,
45,
31,
38,
69,
71,
57,
32,
158,
245,
53,
163,
240,
51,
52,
208,
67,
52,
463,
151,
378,
106,
102,
194,
69,
66,
250,
72,
86,
51,
55,
55,
60,
89,
137,
44,
101,
40,
39,
472,
197,
50,
42,
213,
84,
25,
87,
166,
52,
42,
31,
33,
28,
168,
270,
74,
416,
179,
94,
81,
719,
135,
66,
291,
149,
109,
307,
962,
326,
113,
103,
102,
340,
188,
196,
205,
65,
100,
774,
186,
74,
331,
531,
149,
157,
874,
246,
633,
196,
452,
78,
51,
71,
80,
168,
120,
153,
57,
134,
70,
123,
96,
2856,
333,
137,
189,
119,
106,
103,
190,
81,
52,
96,
167,
73,
156,
185,
433,
137,
47,
191,
57,
48,
156,
84,
43,
87,
64,
44,
243,
246,
68,
109,
89,
87,
38,
62,
134,
331,
73,
51,
75,
27,
28,
316,
48,
36,
37,
47,
12,
30,
29,
37,
20,
22,
9,
25,
69,
2328,
340,
153,
78,
78,
118,
60,
84,
94,
72,
196,
169,
225,
1178,
2225,
2361,
1904,
4236,
735,
1192,
2421,
2080,
3294,
2184,
2827,
2186,
1281,
478,
3052,
633,
2538,
1818,
530,
3218,
3123,
3261,
5256,
1414,
416,
2143,
2479,
575,
322,
1565,
495,
159,
95,
96,
62,
72,
67,
59,
62,
43,
38,
42,
55,
47,
34,
26,
47,
38,
39,
104,
41,
30,
31,
34,
29,
48,
38,
35,
31,
267,
64,
49,
62,
40,
42,
36,
33,
66,
89,
46,
159,
115,
40,
56,
39,
42,
76,
109,
242,
41,
34,
44,
41,
55,
45,
41,
33,
29,
31,
22,
36,
177,
57,
50,
217,
182,
55,
40,
146,
116,
68,
74,
207,
54,
33,
160,
117,
165,
872,
364,
65,
35,
56,
197,
90,
76,
98,
36,
64,
35,
27,
50,
27,
23,
28,
24,
119,
76,
96,
1872,
1448,
230,
75,
257,
210,
233,
226,
93,
52,
44,
173,
56,
109,
1290,
208,
78,
149,
165,
561,
431,
355,
59,
73,
55,
38,
27,
21,
26,
20,
32,
42,
672,
120,
139,
734,
581
] |
[
272,
66,
167,
347,
138,
138,
126,
90,
156,
2073,
163,
148,
693,
856,
115,
92,
194,
231,
194,
151,
63,
43,
60,
95,
226,
170,
154,
214,
79,
52,
82,
55,
75,
47,
57,
101,
67,
67,
96,
43,
31,
155,
378,
99,
277,
300,
135,
72,
442,
1599,
692,
324,
486,
179,
123,
205,
154,
74,
141,
143,
149,
117,
153,
81,
39,
77,
112,
41,
52,
137,
40,
35,
158,
71,
83,
242,
66,
50,
36,
199,
213,
146,
1926,
441,
117,
65,
181,
178,
206,
1712,
1012,
225,
240,
83,
556,
115
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 138.11%",
"予測される変化率: [カラム_0] 予測される変化率: -57.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の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: 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: 138.11%",
"Forecasted change rate: [column_0] Forecasted change rate: -57.72%",
"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: 53",
"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 94.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
120,
98,
50,
117,
370,
348,
191,
149,
143,
1711,
98,
4558,
12259,
3193,
495,
193,
136,
69,
42,
84,
89,
60,
86,
729,
103,
38,
81,
66,
39,
57,
40,
30,
19,
25,
42,
25,
18,
43,
26,
23,
73,
39,
21,
37,
24,
26,
42,
40,
40,
30,
31,
38,
21,
40,
88,
60,
28,
26,
46,
64,
75,
41,
41,
65,
156,
50,
36,
20,
40,
30,
38,
36,
51,
25,
26,
203,
347,
113,
62,
50,
33,
34,
24,
21,
41,
36,
31,
33,
26,
23,
37,
31,
29,
22,
27,
20,
46,
63,
27,
30,
38,
26,
35,
39,
34,
48,
29,
53,
104,
65,
83,
49,
44,
41,
37,
50,
42,
48,
41,
34,
60,
55,
39,
31,
33,
52,
33,
37,
31,
37,
55,
58,
32,
41,
28,
43,
26,
26,
50,
33,
60,
35,
52,
22,
32,
48,
34,
46,
18,
34,
34,
33,
35,
69,
37,
36,
44,
30,
39,
50,
57,
22,
46,
35,
23,
25,
45,
58,
34,
13,
61,
42,
46,
31,
44,
40,
34,
22,
30,
33,
49,
42,
22,
28,
26,
22,
31,
34,
51,
103,
37,
48,
53,
55,
62,
49,
85,
38,
42,
27,
43,
39,
51,
51,
42,
24,
39,
27,
21,
39,
31,
46,
32,
24,
34,
24,
47,
32,
25,
21,
43,
38,
22,
28,
20,
22,
16,
29,
18,
33,
17,
43,
41,
27,
44,
36,
37,
37,
28,
41,
36,
29,
31,
68,
47,
36,
40,
48,
32,
23,
31,
19,
53,
46,
25,
34,
26,
79,
47,
52,
25,
39,
50,
46,
40,
35,
52,
39,
143,
57,
40,
67,
55,
56,
72,
43,
45,
30,
16,
42,
67,
99,
67,
31,
48,
38,
38,
40,
117,
93,
43,
42,
52,
52,
61,
63,
52,
60,
25,
31,
63,
162,
105,
78,
76,
48,
40,
69,
37,
38,
23,
45,
37,
45,
56,
85,
51,
108,
52,
104,
74,
54,
38,
33,
34,
43,
44,
73,
61,
69,
47,
53,
49,
42,
36,
47,
25,
38,
47,
76,
57,
52,
41,
62,
29,
69,
39,
32,
48,
43,
50,
60,
38,
22,
22,
60,
89,
40,
49,
48,
33,
66,
236,
74,
53,
42,
33,
39,
154,
88,
225,
54,
50,
173,
102,
67,
65,
44,
21,
52,
57,
41,
50,
45,
5051,
7869,
6176,
1603,
631,
327,
1019,
438,
210,
339,
342,
216,
176,
135,
126,
138,
121,
76,
79,
111,
57,
47,
89,
62,
61,
56,
69,
64,
33,
60,
58,
47,
48,
28,
26,
43,
53,
44,
49,
36,
27,
35,
78,
734,
42,
76,
30,
32,
52,
48,
45,
30,
34,
86,
48,
46,
58,
60,
33,
35,
44,
42,
33,
37,
36,
47,
35,
36,
47,
44,
24,
62,
32,
43,
39,
51,
131,
66,
52,
55,
48,
35,
31,
92,
82,
62,
24,
51,
38,
33,
38,
40,
40,
57,
59,
31,
26,
44,
42,
95,
149,
59,
30,
52,
60,
55,
39,
59,
32,
35,
54,
37,
32,
29,
37,
31,
23,
54,
33,
36,
44,
71,
103,
42,
79,
57,
76,
33
] |
[
39,
64,
52,
42,
37,
37,
73,
34,
79,
44,
35,
64,
95,
45,
52,
42,
29,
52,
44,
48,
40,
53,
59,
48,
50,
76,
66,
34,
66,
49,
66,
49,
52,
42,
51,
42,
34,
30,
46,
49,
48,
50,
38,
52,
49,
30,
52,
36,
35,
48,
43,
69,
34,
50,
27,
26,
39,
35,
39,
32,
24,
39,
23,
37,
40,
18,
26,
31,
18,
38,
36,
34,
23,
44,
42,
50,
35,
39,
45,
43,
25,
186,
463,
256,
195,
150,
120,
99,
160,
83,
72,
109,
46,
36,
53,
52
] |
[
"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: -72.50%",
"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5.45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: 64個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -72.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 33.33%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.45 times the mean)",
"Trend: [column_0] Trend change: from downward to upward",
"Turning points: [column_0] Turning points in forecast period: 64",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
969,
935,
782,
703,
806,
891,
2240,
1432,
1275,
1130,
934,
1210,
1222,
1209,
1068,
1057,
850,
864,
1058,
1145,
1027,
990,
1512,
964,
928,
943,
1140,
1225,
1272,
1160,
973,
815,
989,
804,
1054,
1016,
955,
893,
875,
965,
1036,
1129,
1121,
1095,
1030,
945,
1243,
1230,
1252,
1210,
1164,
1036,
948,
1104,
1248,
2370,
1556,
1353,
1193,
1055,
2203,
1359,
1338,
1346,
1324,
1136,
1058,
1086,
1330,
1327,
1142,
1328,
1074,
1035,
1446,
1336,
1339,
1328,
1327,
1150,
1109,
1128,
1450,
2346,
1411,
1317,
1063,
1004,
1168,
1179,
1317,
1207,
1167,
979,
1027,
1123,
1288,
1300,
1225,
1192,
1232,
1088,
1193,
1263,
1182,
1397,
1335,
1082,
1081,
1225,
1240,
1308,
1270,
1307,
1257,
1042,
1304,
1312,
1387,
1393,
1209,
1172,
1016,
1218,
1396,
1379,
1357,
1389,
1328,
1178,
1339,
1694,
1552,
1663,
1592,
1585,
1206,
1462,
1425,
1553,
1360,
1573,
1474,
1731,
1588,
1424,
1517,
1508,
1503,
1720,
1169,
1255,
1382,
1457,
1359,
1416,
1362,
1154,
1676,
1941,
1595,
1581,
1573,
1435,
1309,
1599,
1748,
1686,
1712,
1513,
1333,
1313,
1444,
1348,
1239,
1078,
837,
1280,
1279,
1315,
1226,
1187,
1249,
915,
1169,
1188,
1499,
1464,
1420,
1536,
1471,
1495,
1364,
1585,
1991,
1799,
1496,
1562,
1472,
1357,
1617,
1538,
1480,
1487,
1686,
1432,
1354,
1492,
1460,
1683,
1604,
1694,
1538,
1368,
1491,
1699,
1743,
1784,
1552,
1439,
1311,
1450,
1392,
1426,
1516,
1556,
1425,
1306,
1517,
1544,
1542,
1712,
1555,
1507,
1389,
1610,
1649,
1650,
1574,
1531,
1322,
1286,
1353,
1399,
1467,
1419,
1465,
1356,
1725,
1801,
1578,
1656,
1489,
3606,
1862,
1287,
1492,
1416,
1504,
1522,
1248,
1336,
1312,
1603,
1441,
1528,
1341,
1226,
1361,
1056,
1269,
1358,
3803,
2026,
1510,
1387,
1145,
1415,
1472,
1613,
1424,
1702,
1401,
1230,
1434,
1538,
1466,
1791,
1744,
1471,
1353,
1460,
1731,
1629,
1383,
1445,
1515,
1325,
1443,
1656,
1573,
1477,
1498,
1346,
1204,
1489,
1359,
1728,
1371,
1161,
999,
940,
1423,
1324,
1633,
1535,
1744,
1535,
1545,
1467,
5303,
1383,
1457,
1310,
1348,
1206,
1471,
2681,
2342,
1485,
1370,
1240,
1048,
1253,
1507,
1458,
1619,
1617,
1359,
1141,
1202,
1217,
1269,
1372,
1288,
1182,
1107,
1350,
1347,
1391,
1475,
1477,
1371,
1175,
1370,
1427,
1482,
1356,
1194,
954,
1157,
1385,
1247,
1278,
1289,
1321,
1242,
1217,
1324,
1363,
1305,
1321,
1254,
1223,
1318,
2729,
1666,
1454,
1340,
1228,
1115,
1050,
1210,
1252,
1108,
1100,
1054,
1187,
1104,
1224,
1164,
1418,
1199,
1119,
1021,
1064,
1233,
1203,
1258,
1289,
1323,
1121,
1032,
1086,
1130,
1245,
1169,
1077,
1096,
898,
1065,
1152,
1194,
1612,
1453,
1265,
1245,
1435,
1418,
1361,
1197,
1363,
1261,
997,
1105,
1187,
1216,
1517,
1294,
1083,
1016,
1201,
1318,
1660,
1190,
1227,
1301,
967,
1161,
1205,
1157,
1203,
1234,
1113,
1031,
1138,
1312,
1224,
1187,
1155,
1190,
1168,
1204,
1233,
1138,
1210,
1282,
1155,
997,
1116,
1262,
1124,
1185,
1293,
1193,
1041,
1002,
995,
1081,
1042,
1010,
938,
872,
1065,
1424,
1196,
1110,
1027,
981,
822,
959,
1036,
1192,
1086,
957,
929,
862,
1180,
1107,
1134,
1138,
1183,
1108,
978,
1109,
1113,
1098,
958,
1048,
1027,
881,
991,
1145,
1119,
1034,
1102,
963,
888,
1039,
1264,
1205,
1080
] |
[
1081,
979,
796,
916,
895,
889,
857,
820,
838,
734,
822,
818,
818,
775,
859,
843,
732,
945,
906,
943,
886,
980,
730,
702,
975,
856,
749,
764,
724,
601,
548,
712,
871,
1125,
1244,
994,
777,
600,
786,
993,
1125,
1014,
903,
937,
774,
966,
931,
983,
1005,
1000,
888,
917,
1114,
1197,
1013,
932,
1007,
1007,
808,
949,
989,
1054,
1037,
992,
881,
980,
1018,
967,
996,
1075,
1142,
978,
930,
937,
1039,
1141,
1271,
1123,
953,
1037,
1187,
1081,
990,
1023,
1054,
961,
977,
1321,
1627,
2169,
1683,
1420,
1225,
1129,
1314,
1423
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 下降傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 上昇傾向",
"過去の変化率: [カラム_0] 過去の変化率: 11.46%",
"予測される変化率: [カラム_0] 予測される変化率: 31.64%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.28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: 11.46%",
"Forecasted change rate: [column_0] Forecasted change rate: 31.64%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.28 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 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 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 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 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 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
125,
71,
90,
81,
55,
36,
40,
51,
35,
35,
33,
32,
41,
48,
37,
41,
46,
38,
39,
47,
52,
38,
35,
64,
39,
33,
37,
41,
50,
35,
34,
35,
43,
47,
65,
69,
39,
47,
42,
50,
68,
51,
60,
48,
45,
71,
58,
65,
81,
55,
51,
26,
60,
77,
70,
55,
65,
66,
55,
44,
55,
20,
35,
27,
37,
40,
190,
44,
52,
54,
62,
23,
74,
46,
159,
47,
113,
60,
50,
44,
103,
22,
35,
65,
119,
68,
52,
51,
32,
37,
55,
57,
50,
52,
40,
50,
44,
40,
28,
46,
53,
37,
42,
30,
26,
32,
40,
36,
38,
55,
36,
46,
35,
35,
45,
22,
55,
111,
299,
59,
36,
65,
40,
41,
60,
50,
39,
43,
58,
40,
59,
40,
48,
48,
53,
29,
40,
49,
45,
71,
87,
102,
54,
28,
37,
43,
86,
120,
73,
59,
64,
70,
57,
55,
80,
114,
90,
63,
49,
61,
41,
55,
62,
88,
181,
67,
73,
59,
78,
71,
70,
29,
70,
67,
56,
50,
45,
45,
44,
45,
35,
51,
37,
71,
74,
74,
143,
67,
79,
85,
60,
70,
98,
45,
71,
874,
9955,
13291,
8968,
6104,
5391,
11321,
13677,
9069,
4554,
3378,
1913,
1406,
1097,
560,
531,
418,
384,
442,
272,
329,
200,
211,
149,
170,
144,
119,
138,
108,
97,
141,
129,
140,
148,
92,
94,
119,
119,
101,
68,
89,
70,
63,
61,
72,
45,
64,
45,
62,
79,
52,
35,
63,
73,
52,
77,
62,
47,
51,
44,
56,
49,
69,
75,
68,
80,
49,
44,
26,
47,
46,
37,
75,
79,
48,
46,
48,
44,
41,
40,
51,
42,
42,
55,
41,
39,
59,
83,
50,
58,
44,
37,
77,
69,
36,
41,
74,
36,
35,
99,
64,
58,
156,
347,
79,
79,
72,
57,
38,
53,
55,
41,
50,
119,
200,
110,
76,
76,
59,
80,
59,
56,
50,
57,
71,
82,
52,
51,
56,
55,
62,
47,
90,
92,
65,
56,
97,
35,
60,
52,
31,
34,
41,
40,
28,
61,
44,
51,
37,
47,
36,
33,
23,
44,
57,
69,
49,
48,
47,
60,
64,
47,
57,
50,
69,
47,
45,
34,
23,
132,
45,
80,
53,
1170,
530,
497,
182,
245,
175,
129,
104,
121,
110,
115,
73,
65,
45,
80,
69,
49,
61,
49,
80,
161,
106,
82,
76,
94,
67,
39,
63,
39,
39,
59,
56,
63,
71,
26,
25,
100,
103,
68,
42,
57,
343,
1200,
1649,
1927,
1541,
1080,
976,
769,
462,
505,
665,
588,
473,
418,
317,
331,
250,
161,
130,
180,
675,
136,
71,
114,
89,
107,
231,
83,
104,
103,
103,
178,
82,
115,
101,
114,
115,
85,
97,
65,
62,
58,
122,
70,
96,
52,
73,
76,
57,
45,
55,
48,
68,
44,
48,
73,
80,
60,
74,
65,
54,
42,
46,
37,
31,
44,
63,
54,
50,
46,
27,
47,
43,
39,
44,
79,
78,
34,
35,
51,
39,
47,
55,
39,
40,
69,
57,
42,
45,
46,
35,
33,
36,
46,
43,
47,
52,
48,
36,
36,
34,
46,
41
] |
[
62,
64,
46,
30,
65,
62,
52,
78,
57,
48,
41,
48,
70,
57,
77,
61,
53,
50,
49,
44,
58,
33,
33,
33,
31,
53,
61,
62,
47,
130,
89,
74,
211,
416,
415,
287,
194,
176,
100,
93,
126,
136,
123,
135,
125,
103,
177,
233,
212,
127,
141,
283,
72,
89,
60,
154,
90,
74,
62,
47,
63,
76,
81,
46,
67,
55,
51,
64,
74,
71,
45,
69,
44,
38,
40,
46,
34,
60,
44,
35,
31,
53,
48,
32,
59,
39,
53,
29,
40,
35,
49,
66,
50,
71,
53,
56
] |
[
"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: -67.20%",
"予測される変化率: [カラム_0] 予測される変化率: -9.68%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.80倍)",
"トレンド: [カラム_0] トレンドの強化: 下降傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 54個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: -67.20%",
"Forecasted change rate: [column_0] Forecasted change rate: -9.68%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.80 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 54",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な下降トレンドを示しています。",
"ノイズ: [カラム_0] 周期 88 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 |
[
1084,
1077,
895,
892,
1073,
1087,
1052,
1021,
1052,
888,
729,
1005,
1111,
1009,
992,
1007,
905,
1072,
919,
901,
841,
1458,
1272,
1177,
900,
955,
913,
1259,
1117,
840,
664,
650,
768,
688,
709,
650,
668,
739,
743,
798,
816,
787,
747,
708,
771,
867,
806,
907,
909,
885,
909,
880,
698,
992,
1023,
1178,
1856,
2554,
1569,
1097,
1103,
1154,
1189,
1197,
1135,
1085,
1015,
1151,
1197,
1257,
1216,
1294,
1680,
1634,
1530,
1621,
1520,
1620,
1417,
1248,
1134,
1451,
1467,
1669,
1505,
3720,
2396,
1404,
2473,
3728,
2719,
2077,
1908,
1756,
1735,
1751,
1560,
1593,
1766,
1625,
1388,
1696,
1639,
1564,
1632,
1476,
1380,
1286,
1206,
1381,
1432,
1522,
1463,
1466,
1341,
1277,
1542,
1419,
1442,
1512,
1558,
1536,
1265,
1504,
1515,
1668,
1508,
1562,
1427,
1221,
1689,
1555,
1572,
1697,
1492,
1547,
5344,
5695,
5438,
4890,
5196,
4136,
3627,
2663,
3079,
3003,
3001,
2688,
2440,
2288,
1861,
2312,
2102,
2492,
2408,
2147,
2096,
1795,
2525,
2660,
3339,
2935,
2777,
2236,
1757,
2273,
2259,
2150,
2460,
2018,
1668,
1701,
2026,
1941,
3651,
4010,
4023,
2970,
2418,
2181,
1763,
2120,
1933,
1513,
1667,
2100,
2791,
2928,
2455,
2594,
2351,
2053,
1747,
2232,
2107,
2253,
2236,
2080,
1879,
1539,
2065,
1923,
2068,
1911,
1765,
1621,
1356,
1824,
1728,
1849,
1640,
1514,
1294,
1194,
1573,
1538,
1523,
1517,
1470,
1270,
1096,
1281,
1324,
1410,
1546,
1535,
1305,
1480,
1571,
1552,
1511,
1566,
1555,
1337,
1173,
1626,
1724,
1552,
1535,
1567,
1145,
1165,
1444,
1496,
1469,
1572,
1499,
1246,
1134,
1453,
1383,
1566,
1389,
1353,
1139,
1225,
1431,
1361,
1686,
1420,
1258,
1021,
1076,
1323,
1229,
1854,
2414,
2024,
2630,
1636,
2269,
2086,
1691,
1464,
1518,
1214,
1142,
1444,
1521,
1519,
1515,
1573,
1288,
1166,
1459,
1734,
1741,
1666,
1503,
1319,
1260,
1558,
2092,
2384,
1989,
1609,
1237,
1140,
1407,
1628,
1594,
1525,
1433,
1255,
1056,
1271,
1385,
1536,
1551,
1101,
1195,
1035,
1315,
1415,
1510,
1372,
1418,
1137,
945,
1138,
1345,
1436,
1384,
1479,
1201,
919,
1525,
1699,
1622,
1395,
1153,
1315,
1033,
1394,
1579,
1749,
1474,
1431,
1204,
2470,
1951,
2217,
2198,
2680,
1979,
1598,
1319,
1624,
1621,
1643,
1639,
1441,
1320,
1099,
1479,
1583,
1416,
1321,
1283,
1028,
1104,
1210,
1181,
1169,
1225,
1062,
1129,
947,
1098,
1769,
2376,
1397,
916,
896,
732,
861,
957,
1039,
996,
980,
1314,
1063,
1225,
1034,
1283,
1284,
1079,
1185,
1052,
1257,
1367,
1708,
1374,
1131,
1046,
1033,
1186,
1054,
1017,
1073,
1026,
914,
871,
1028,
998,
935,
920,
933,
1035,
858,
985,
938,
1003,
1044,
1120,
1019,
1089,
1283,
1156,
1093,
1248,
965,
1043,
1050,
1203,
1276,
1189,
1157,
1217,
1037,
875,
1196,
1152,
1205,
1108,
1215,
973,
1066,
1194,
1393,
1334,
1177,
1161,
1087,
852,
993,
1089,
1051,
1065,
1134,
1154,
937,
986,
1169,
1267,
1177,
1176,
1245,
949,
1340,
1449,
1173,
1128,
1155,
930,
1083,
1230,
1071,
1221,
1200,
1097,
878,
1029,
995,
1085,
1121,
1233,
1077,
1117,
1137,
1325,
1300,
1514,
1372,
1180,
1181,
991,
1786,
1195,
1366,
1450,
1349,
1208,
1056,
1579,
1477,
1418,
1115,
1399,
1040,
985,
1267,
1318,
1365,
1455,
1411,
1121,
1017,
1306,
1387,
1402,
1347
] |
[
1330,
1096,
1029,
1320,
1735,
1383,
1471,
1275,
1225,
1117,
1502,
1583,
1399,
1464,
1476,
1337,
1436,
3311,
2352,
1853,
1478,
1467,
1213,
1202,
1568,
1622,
1812,
1649,
1666,
1548,
1886,
1759,
1727,
1356,
1346,
1229,
1236,
1234,
1496,
1464,
1488,
1297,
1323,
1338,
1321,
1568,
1549,
1595,
1586,
1542,
1422,
1238,
1520,
1486,
1814,
1541,
1433,
1185,
1043,
1542,
1407,
1446,
1508,
1286,
1177,
1059,
1242,
1305,
1413,
1470,
1340,
1155,
991,
1407,
1350,
1434,
1393,
1338,
1116,
961,
1397,
1282,
1207,
1220,
1242,
1242,
977,
1286,
1241,
1394,
1350,
1363,
1110,
951,
1118,
1121
] |
[
"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: 24.26%",
"予測される変化率: [カラム_0] 予測される変化率: -15.71%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.42倍)",
"トレンド: [カラム_0] トレンドの強化: 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: 24.26%",
"Forecasted change rate: [column_0] Forecasted change rate: -15.71%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.42 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 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 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 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
35,
23,
30,
44,
56,
43,
43,
44,
31,
40,
37,
40,
53,
35,
119,
59,
41,
38,
32,
102,
61,
57,
47,
54,
83,
368,
104,
46,
55,
43,
70,
44,
47,
61,
100,
53,
67,
46,
58,
93,
89,
96,
76,
54,
53,
159,
91,
53,
119,
80,
128,
60,
49,
79,
72,
74,
151,
72,
67,
48,
58,
81,
361,
119,
57,
56,
61,
55,
62,
62,
76,
86,
60,
46,
88,
841,
354,
172,
140,
165,
79,
107,
217,
119,
138,
96,
77,
318,
188,
198,
191,
113,
106,
79,
84,
78,
137,
401,
221,
115,
179,
107,
111,
98,
104,
65,
239,
114,
89,
117,
130,
180,
161,
163,
90,
94,
127,
174,
175,
190,
159,
136,
96,
102,
120,
136,
102,
177,
104,
96,
6860,
1687,
537,
425,
290,
218,
219,
204,
136,
152,
132,
144,
173,
87,
135,
119,
103,
95,
108,
86,
207,
143,
114,
221,
110,
107,
83,
77,
112,
92,
189,
79,
99,
193,
105,
102,
110,
108,
97,
156,
71,
68,
96,
117,
93,
114,
52,
68,
93,
97,
88,
85,
91,
80,
69,
102,
161,
131,
98,
102,
106,
179,
90,
105,
117,
106,
77,
81,
77,
65,
105,
78,
96,
70,
81,
110,
101,
100,
99,
96,
86,
101,
103,
88,
118,
93,
90,
87,
82,
222,
59,
97,
135,
143,
105,
91,
84,
55,
145,
86,
93,
88,
82,
103,
73,
71,
643,
447,
404,
191,
92,
129,
202,
88,
81,
73,
70,
78,
73,
267,
148,
80,
163,
92,
71,
63,
101,
101,
89,
59,
80,
67,
71,
129,
123,
80,
88,
67,
72,
76,
2264,
749,
184,
132,
118,
229,
160,
151,
149,
99,
97,
113,
597,
290,
129,
123,
97,
93,
74,
67,
63,
90,
205,
119,
83,
83,
75,
77,
114,
90,
66,
72,
55,
72,
63,
79,
61,
67,
77,
49,
69,
77,
89,
79,
108,
111,
85,
66,
79,
88,
116,
119,
62,
120,
102,
90,
91,
120,
90,
78,
86,
63,
62,
70,
80,
67,
82,
166,
90,
76,
108,
94,
68,
71,
55,
68,
66,
86,
70,
70,
93,
67,
70,
57,
75,
67,
93,
67,
76,
104,
61,
92,
52,
65,
72,
82,
61,
61,
83,
75,
57,
92,
63,
59,
73,
76,
55,
74,
75,
68,
70,
69,
72,
79,
276,
100,
72,
66,
50,
120,
79,
74,
74,
77,
74,
69,
68,
1078,
1461,
514,
378,
602,
469,
365,
288,
235,
203,
160,
197,
218,
193,
228,
232,
165,
166,
205,
188,
203,
522,
255,
187,
187,
144,
113,
133,
175,
159,
136,
362,
951,
246,
213,
202,
253,
253,
402,
185,
181,
172,
159,
185,
445,
16095,
18906,
5719,
4738,
2955,
2075,
2135,
2544,
6141,
3372,
3077,
2080,
1583,
1457,
2571,
6110,
2557,
2833,
1696,
1621,
1438,
1958,
4163,
2188,
2589,
1817,
1592,
1547,
1718,
3466,
2427,
2635,
1662,
1289,
1231,
1451,
2565,
1545,
1638,
1214,
988,
894,
1033,
1548,
1089,
1111,
938,
918,
883,
870,
1254,
870,
1021,
775,
636,
618,
715,
1389,
943,
1389,
935,
753,
729,
900,
1505,
999,
959,
694,
526,
472
] |
[
519,
464,
752,
820,
646,
583,
478,
450,
517,
582,
715,
559,
575,
427,
523,
465,
547,
711,
518,
437,
436,
371,
359,
453,
536,
532,
387,
375,
321,
269,
422,
331,
469,
461,
404,
424,
371,
292,
355,
464,
423,
404,
359,
341,
372,
417,
394,
349,
342,
389,
337,
359,
439,
401,
428,
352,
343,
313,
411,
388,
412,
359,
321,
315,
287,
324,
426,
420,
335,
306,
255,
268,
264,
359,
324,
292,
285,
251,
249,
272,
299,
264,
340,
446,
309,
284,
278,
336,
300,
228,
241,
253,
237,
229,
275,
254
] |
[
"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: 1248.57%",
"予測される変化率: [カラム_0] 予測される変化率: -51.06%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.82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: 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: downward",
"Historical change rate: [column_0] Historical change rate: 1248.57%",
"Forecasted change rate: [column_0] Forecasted change rate: -51.06%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.82 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"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 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 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 94.",
"Autocorrelation: [column_0] The autocorrelation is 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2,
4,
1,
3,
7,
5,
3,
5,
3,
2,
3,
0,
2,
5,
1,
5,
7,
1,
0,
3,
3,
5,
5,
6,
3,
4,
3,
7,
5,
10,
8,
5,
4,
3,
3,
43,
4,
4,
6,
4,
4,
9,
10,
4,
6,
5,
2,
6,
5,
2,
5,
4,
4,
4,
2,
2,
2,
3,
6,
4,
7,
1,
5,
9,
5,
9,
4,
3,
5,
3,
5,
6,
5,
5,
3,
5,
5,
11,
5,
6,
4,
6,
4,
1,
5,
7,
4,
5,
7,
3,
7,
2,
6,
2,
6,
5,
2,
3,
5,
8,
6,
3,
3,
1,
5,
3,
3,
5,
5,
2,
2,
1,
3,
4,
5,
5,
5,
2,
2,
4,
7,
1,
4,
3,
1,
2,
4,
0,
7,
1,
3,
6,
3,
5,
6,
6,
6,
6,
3,
2,
2,
2,
5,
3,
4,
7,
3,
3,
5,
5,
2,
3,
1,
4,
5,
6,
6,
4,
1,
3,
1,
4,
6,
8,
2,
1,
5,
0,
5,
4,
3,
11,
7,
4,
1,
2,
7,
2,
7,
2,
2,
6,
2,
1,
4,
4,
3,
3,
4,
2,
3,
9,
2,
5,
1,
3,
4,
1,
2,
3,
8,
0,
3,
5,
5,
4,
0,
7,
3,
3,
0,
6,
0,
1,
2,
3,
4,
3,
3,
4,
3,
2,
0,
2,
3,
4,
1,
6,
6,
3,
1,
5,
4,
0,
3,
4,
3,
2,
2,
6,
2,
3,
1,
2,
6,
4,
3,
2,
2,
0,
3,
2,
2,
0,
3,
1,
3,
4,
1,
3,
4,
9,
4,
2,
6,
0,
4,
4,
2,
5,
4,
1,
4,
3,
3,
2,
2,
2,
5,
2,
2,
5,
7,
3,
2,
0,
0,
3,
3,
0,
4,
3,
2,
2,
2,
2,
5,
1,
3,
1,
1,
1,
3,
5,
2,
2,
1,
3,
5,
1,
2,
5,
4,
2,
2,
5,
3,
2,
4,
5,
3,
3,
3,
6,
1,
7,
2,
0,
0,
5,
6,
1,
3,
1,
5,
4,
4,
2,
4,
5,
2,
3,
5,
4,
3,
0,
3,
2,
5,
4,
3,
8,
5,
3,
19,
8,
7,
8,
9,
2,
5,
9,
4,
7,
3,
1,
3,
1,
1,
7,
2,
3,
4,
1,
1,
4,
5,
1,
9,
7,
10,
14,
3,
1,
2,
7
] |
[
1,
8,
4,
2,
4,
7,
3,
3,
3,
9,
3,
5,
2,
5,
1,
2,
7,
6,
2,
4,
7,
4,
4,
1,
3,
2,
3,
5,
6,
4,
5,
6,
2,
6,
1,
6,
4,
6,
0,
3,
4,
12,
11,
3,
7,
9,
10,
11,
3,
5,
5,
2,
6,
8,
4,
4,
5,
15,
16,
8,
5,
10,
1,
0,
5,
3,
3,
2,
2,
3,
2,
3,
4,
1,
1,
2,
2,
3,
1,
2,
1,
3,
4,
3,
4,
5,
4,
4,
3,
4,
5,
6,
6,
5,
8,
5
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 250.00%",
"予測される変化率: [カラム_0] 予測される変化率: 400.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.01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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 250.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 400.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.01 times the mean)",
"Trend: [column_0] Trend continuation: stable 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 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 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 |
[
153,
152,
105,
174,
289,
147,
143,
139,
230,
198,
234,
234,
595,
286,
187,
174,
247,
204,
240,
169,
168,
143,
174,
211,
209,
233,
217,
191,
176,
147,
166,
209,
166,
134,
186,
193,
185,
168,
265,
346,
233,
263,
276,
322,
226,
268,
274,
253,
324,
306,
221,
262,
227,
294,
214,
221,
217,
238,
237,
270,
299,
219,
218,
169,
249,
391,
305,
428,
293,
220,
352,
233,
515,
535,
531,
1042,
260,
181,
177,
203,
277,
284,
386,
233,
171,
167,
186,
275,
289,
336,
151,
146,
139,
192,
252,
703,
256,
146,
130,
148,
183,
289,
218,
164,
139,
145,
146,
185,
209,
539,
212,
172,
222,
308,
211,
283,
258,
160,
196,
508,
254,
309,
231,
405,
237,
176,
181,
181,
197,
312,
448,
366,
206,
233,
158,
161,
144,
263,
325,
189,
258,
223,
319,
347,
311,
2249,
398,
196,
179,
229,
283,
401,
231,
558,
249,
240,
697,
529,
537,
245,
182,
142,
169,
178,
279,
233,
157,
205,
177,
144,
236,
264,
240,
229,
215,
222,
295,
341,
431,
372,
268,
329,
315,
605,
999,
1328,
1133,
689,
2244,
511,
481,
438,
641,
1007,
458,
263,
684,
397,
380,
569,
753,
354,
296,
317,
517,
365,
577,
550,
286,
302,
220,
200,
248,
381,
461,
322,
262,
392,
257,
311,
374,
506,
234,
250,
239,
220,
195,
328,
384,
333,
228,
315,
226,
585,
377,
504,
285,
252,
280,
1869,
631,
568,
606,
378,
313,
304,
314,
291,
400,
561,
567,
258,
237,
228,
372,
336,
522,
218,
210,
228,
189,
242,
314,
418,
298,
267,
253,
458,
312,
384,
458,
4531,
751,
369,
312,
391,
915,
573,
700,
783,
1243,
452,
423,
529,
523,
338,
299,
283,
202,
351,
429,
470,
375,
232,
214,
233,
251,
361,
511,
239,
252,
248,
201,
285,
354,
351,
331,
193,
150,
276,
221,
503,
634,
5813,
1102,
403,
288,
289,
422,
730,
438,
192,
173,
439,
200,
334,
328,
199,
308,
278,
245,
225,
281,
355,
446,
217,
463,
226,
183,
267,
321,
205,
150,
247,
182,
219,
314,
274,
435,
202,
155,
172,
176,
314,
316,
196,
235,
151,
179,
159,
256,
194,
137,
193,
221,
158,
189,
166,
212,
156,
164,
190,
163,
127,
289,
226,
172,
201,
171,
378,
174,
218,
271,
196,
236,
223,
187,
252,
272,
273,
203,
190,
171,
299,
252,
278,
312,
247,
272,
235,
332,
252,
343,
297,
224,
230,
240,
283,
369,
427,
743,
326,
3109,
971,
839,
573,
615,
577,
500,
451,
642,
465,
444,
476,
601,
342,
450,
402,
2399,
694,
783,
5532,
1788,
1171,
354,
253,
354,
437,
343,
247,
1239,
1158,
310,
264,
611,
5920,
966,
399,
316,
316,
262,
312,
438,
246,
266,
659,
237,
1316,
384,
352,
234,
364,
253,
196,
282,
335,
520,
254,
175,
226,
407,
513,
532,
5958,
768,
374,
272,
279,
245,
305,
512,
389,
2414,
536,
315,
224,
355,
496,
242,
327,
236,
173,
176,
267,
334,
161,
488,
211,
254,
2394,
882,
461,
264,
222,
224,
193,
260,
499,
449,
215,
242,
477
] |
[
435,
351,
460,
402,
210,
202,
165,
159,
229,
291,
296,
212,
163,
174,
195,
314,
380,
328,
1629,
404,
239,
189,
224,
324,
391,
1521,
607,
307,
265,
310,
637,
486,
446,
359,
408,
352,
426,
451,
566,
341,
236,
322,
367,
259,
365,
856,
378,
288,
207,
184,
261,
365,
418,
233,
304,
182,
303,
337,
448,
1641,
432,
382,
316,
214,
247,
371,
443,
254,
234,
471,
184,
252,
611,
477,
313,
202,
214,
286,
235,
310,
487,
643,
293,
367,
5582,
984,
574,
544,
375,
548,
348,
3634,
914,
590,
522,
408
] |
[
"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: 211.76%",
"予測される変化率: [カラム_0] 予測される変化率: -6.21%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.45倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 42個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 211.76%",
"Forecasted change rate: [column_0] Forecasted change rate: -6.21%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.45 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 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 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] 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 52.",
"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 |
[
13,
5,
1,
2,
1,
1,
1,
4,
3,
3,
7,
3,
1,
6,
5,
0,
1,
3,
7,
1,
3,
3,
6,
2,
2,
1,
1,
2,
3,
2,
5,
2,
0,
3,
6,
3,
7,
4,
7,
3,
3,
2,
7,
2,
4,
4,
1,
2,
4,
4,
3,
3,
4,
5,
1,
5,
4,
2,
5,
3,
1,
5,
2,
2,
2,
3,
3,
4,
3,
2,
2,
2,
7,
2,
4,
2,
6,
2,
4,
9,
6,
1,
3,
5,
4,
2,
10,
6,
8,
6,
10,
5,
5,
9,
12,
3,
3,
4,
1,
10,
6,
4,
5,
5,
5,
3,
6,
2,
2,
4,
3,
3,
5,
2,
3,
5,
9,
7,
6,
2,
6,
3,
4,
4,
8,
7,
3,
5,
7,
5,
5,
9,
1,
4,
1,
5,
5,
4,
3,
1,
5,
8,
2,
2,
1,
6,
3,
3,
5,
1,
3,
5,
3,
7,
5,
3,
5,
4,
1,
8,
7,
2,
3,
3,
4,
5,
4,
5,
3,
7,
6,
4,
4,
4,
3,
3,
4,
2,
4,
4,
4,
1,
4,
3,
4,
1,
7,
3,
3,
8,
7,
1,
5,
1,
7,
2,
3,
6,
6,
9,
6,
2,
4,
5,
6,
5,
5,
6,
11,
10,
5,
6,
4,
9,
14,
6,
2,
4,
3,
6,
9,
1,
3,
5,
5,
0,
2,
5,
5,
8,
2,
7,
6,
8,
5,
4,
4,
2,
5,
5,
2,
3,
5,
8,
4,
4,
3,
3,
12,
3,
7,
2,
3,
6,
2,
5,
3,
3,
6,
12,
3,
5,
9,
3,
7,
3,
6,
3,
4,
8,
2,
5,
11,
2,
5,
5,
2,
10,
7,
6,
4,
2,
5,
3,
4,
4,
6,
6,
2,
4,
7,
3,
9,
4,
7,
5,
4,
5,
3,
12,
4,
6,
10,
5,
4,
7,
6,
5,
4,
5,
4,
8,
10,
4,
5,
6,
6,
15,
4,
6,
6,
5,
3,
3,
3,
6,
5,
4,
12,
7,
3,
4,
3,
1,
5,
6,
6,
2,
3,
6,
6,
6,
6,
5,
10,
8,
8,
5,
6,
3,
2,
6,
10,
2,
7,
5,
4,
7,
6,
6,
12,
7,
3,
4,
2,
6,
5,
4,
4,
2,
6,
10,
6,
7,
7,
6,
2,
5,
8,
3,
5,
1,
7,
3,
8,
1,
3,
3,
5,
3,
2,
2,
15,
4,
5,
4,
2,
2,
5,
6,
1,
4,
2,
2,
8815,
1579,
500,
153,
145,
246,
106,
54,
36,
30,
37,
19,
35,
19,
27,
16,
42,
91,
109,
48,
26,
28,
18,
16,
15,
7,
19,
20,
5,
12,
22,
19,
6,
21,
23,
6,
28,
15,
17,
9,
21,
8,
6,
10,
15,
4,
5,
12,
10,
5,
7,
6,
9,
9,
9,
8,
5,
8,
5,
10,
6,
13,
5,
8,
7,
3,
9,
5,
170,
43,
71,
15,
11,
12,
23,
31,
7,
16,
5,
11,
44,
36,
22,
13,
11,
18,
12,
6,
46,
10,
5,
9,
4,
11,
2,
2,
9,
9,
12,
6,
9,
9,
9,
8,
13,
9,
6,
6
] |
[
5,
5,
13,
9,
4,
6,
8,
4,
3,
3,
10,
2,
63,
6,
7,
47,
17,
13,
11,
13,
7,
13,
10,
8,
11,
12,
7,
11,
10,
40,
10,
11,
15,
23,
4,
5,
4,
6,
9,
12,
8,
7,
11,
9,
7,
5,
14,
6,
16,
15,
12,
20,
16,
7,
7,
6,
6,
14,
15,
4,
13,
7,
7,
7,
8,
4,
10,
8,
9,
13,
3,
11,
5,
6,
14,
7,
8,
1,
6,
5,
5,
7,
7,
0,
7,
8,
4,
13,
6,
3,
15,
12,
3,
7,
8,
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: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -53.85%",
"予測される変化率: [カラム_0] 予測される変化率: -20.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の13.61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: 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: -53.85%",
"Forecasted change rate: [column_0] Forecasted change rate: -20.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.61 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
5729,
4946,
4720,
4593,
6394,
16666,
9166,
6525,
5086,
4087,
3866,
4141,
4619,
3427,
2814,
2521,
2352,
2362,
2652,
2751,
2311,
2122,
1885,
1922,
1796,
2152,
2174,
1792,
1675,
1569,
1404,
1404,
1542,
1422,
1726,
1396,
1356,
1211,
1217,
1480,
1311,
1377,
1361,
1240,
1157,
1173,
1481,
1465,
1433,
1318,
1226,
1209,
1138,
1379,
1403,
1346,
1180,
1260,
1098,
1129,
1332,
1340,
1364,
1474,
1293,
1126,
1118,
1306,
1446,
1289,
1083,
1101,
1051,
1177,
1359,
1301,
1184,
1121,
1052,
1075,
1051,
1211,
1308,
1171,
1049,
964,
972,
978,
1223,
1239,
1024,
939,
908,
984,
997,
1238,
1238,
1177,
1057,
975,
1021,
1033,
1093,
1208,
1075,
958,
912,
933,
974,
1138,
1119,
971,
920,
833,
827,
910,
1012,
1161,
955,
1024,
975,
943,
1005,
1173,
1152,
1074,
1007,
922,
912,
907,
1089,
1040,
974,
838,
872,
835,
798,
920,
963,
887,
804,
751,
762,
698,
934,
854,
785,
766,
749,
733,
904,
1038,
1001,
892,
810,
808,
798,
700,
909,
956,
851,
848,
840,
944,
899,
982,
1002,
914,
803,
796,
699,
709,
762,
874,
804,
770,
599,
589,
799,
912,
1034,
1035,
933,
764,
894,
1092,
1191,
1305,
1215,
1181,
1174,
1169,
1172,
1333,
1467,
1210,
1627,
1270,
1105,
1001,
1524,
1547,
1328,
1038,
955,
906,
934,
1027,
1080,
966,
932,
906,
819,
826,
1017,
1035,
885,
740,
827,
748,
785,
891,
934,
875,
844,
761,
710,
761,
889,
920,
814,
829,
771,
716,
794,
891,
938,
779,
726,
1147,
1541,
978,
1199,
952,
869,
871,
806,
828,
789,
928,
1082,
820,
803,
756,
786,
709,
988,
1142,
1020,
1009,
861,
774,
757,
930,
967,
795,
735,
798,
757,
778,
820,
1008,
913,
848,
779,
793,
867,
1058,
1023,
1014,
868,
945,
1412,
1313,
1438,
1430,
1099,
969,
1011,
912,
949,
1157,
1222,
1121,
1048,
1003,
966,
1176,
1407,
2774,
6009,
4308,
3459,
3543,
3588,
5483,
9742,
7201,
5353,
4551,
4227,
4417,
5604,
9095,
5712,
4230,
3410,
3260,
3327,
4369,
8445,
5645,
4059,
3284,
3204,
3274,
4191,
8346,
5454,
4207,
3729,
3317,
3256,
4271,
8933,
6089,
4567,
3847,
3504,
3322,
4331,
9532,
6105,
4634,
3759,
3520,
3491,
4555,
11441,
7015,
5463,
4545,
4116,
4054,
5554,
29313,
16469,
9319,
6468,
5527,
4695,
5071,
7430,
5156,
4189,
3395,
3058,
3088,
3564,
4407,
4338,
3972,
3785,
3395,
3316,
3727,
4189,
3723,
3434,
3354,
3014,
2702,
3230,
3482,
3094,
2783,
2578,
2342,
2243,
2732,
3000,
2565,
2582,
2348,
2234,
2197,
2389,
2902,
2323,
2339,
2145,
1983,
1698,
1918,
2061,
1937,
1814,
1734,
1501,
1452,
1592,
1782,
1650,
1576,
1588,
1420,
1340,
1715,
1902,
1614,
1599,
1417,
1551,
1508,
1673,
1808,
1645,
1601,
1494,
1329,
1282,
1509,
1736,
1621,
1460,
1407,
1301,
1134,
1387,
1526,
1303,
1244,
1322,
1150,
1300,
2035,
2229,
2124,
1830,
1741,
1500,
1482,
1828,
1986,
1576,
1578,
1482,
1281,
1209,
1431,
1571,
1366,
1253,
1351,
1101,
1170,
1349,
1340,
1315,
1131,
1008,
967,
1036,
1136,
1163,
1116,
1052,
930,
1030,
889,
1071,
1097,
1124,
1118,
1006,
939,
923,
1103,
1240,
1233,
1057,
932,
1018,
864,
985,
1078,
748,
717,
836,
750,
749,
869,
940,
867,
748,
780,
690,
680,
850,
861,
706,
661
] |
[
655,
660,
720,
828,
848,
756,
760,
735,
640,
622,
692,
864,
802,
709,
702,
659,
602,
762,
792,
753,
705,
758,
600,
659,
672,
710,
696,
670,
695,
590,
565,
470,
615,
747,
706,
777,
752,
582,
659,
964,
928,
808,
811,
802,
658,
825,
895,
748,
817,
830,
700,
675,
821,
835,
793,
753,
723,
643,
623,
788,
785,
652,
607,
621,
724,
636,
767,
844,
712,
690,
685,
621,
600,
726,
703,
649,
673,
646,
532,
519,
631,
666,
578,
523,
632,
517,
482,
662,
669,
620,
631,
524,
530,
523,
549,
547
] |
[
"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: -88.46%",
"予測される変化率: [カラム_0] 予測される変化率: -16.49%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.18倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 50個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -88.46%",
"Forecasted change rate: [column_0] Forecasted change rate: -16.49%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.18 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 50",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 96 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏ではありません。",
"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 |
[
286,
320,
370,
275,
671,
328,
322,
331,
302,
253,
292,
374,
286,
277,
282,
333,
329,
316,
404,
376,
388,
331,
418,
408,
459,
371,
409,
462,
447,
343,
411,
435,
430,
314,
366,
403,
429,
359,
515,
682,
517,
534,
525,
995,
2972,
2339,
1777,
1011,
833,
1008,
677,
720,
644,
595,
700,
490,
631,
455,
471,
420,
532,
626,
640,
460,
377,
388,
554,
476,
431,
397,
439,
392,
267,
310,
315,
491,
840,
526,
479,
321,
312,
439,
343,
414,
264,
480,
526,
411,
389,
498,
346,
505,
2321,
2752,
1102,
777,
2933,
936,
1378,
1041,
1183,
1668,
739,
3155,
800,
810,
744,
1355,
595,
813,
531,
691,
597,
461,
394,
351,
1343,
448,
450,
481,
471,
349,
362,
427,
501,
505,
385,
338,
371,
447,
375,
362,
389,
406,
343,
381,
301,
336,
325,
345,
293,
335,
354,
276,
357,
400,
282,
345,
355,
400,
291,
438,
278,
339,
324,
269,
260,
343,
304,
314,
285,
293,
311,
333,
257,
442,
328,
300,
388,
312,
289,
262,
353,
328,
280,
317,
401,
308,
286,
351,
281,
373,
283,
262,
298,
330,
380,
300,
286,
289,
283,
333,
271,
360,
299,
333,
314,
349,
287,
260,
318,
295,
325,
295,
299,
292,
321,
368,
366,
344,
307,
332,
293,
402,
371,
298,
319,
332,
339,
276,
352,
470,
445,
366,
346,
300,
293,
315,
293,
361,
322,
269,
710,
354,
379,
429,
443,
375,
443,
444,
310,
423,
375,
583,
417,
440,
389,
328,
339,
453,
424,
343,
351,
307,
300,
441,
590,
758,
591,
525,
388,
377,
410,
411,
400,
357,
425,
330,
316,
326,
351,
373,
284,
383,
413,
308,
317,
376,
376,
382,
350,
305,
358,
395,
400,
934,
587,
2159,
939,
560,
479,
642,
525,
420,
402,
345,
358,
347,
339,
350,
389,
355,
336,
313,
344,
327,
331,
299,
310,
316,
337,
429,
386,
332,
405,
336,
323,
308,
310,
965,
814,
384,
365,
282,
293,
287,
370,
315,
301,
264,
276,
301,
299,
485,
334,
312,
286,
307,
344,
300,
252,
337,
316,
265,
300,
339,
292,
631,
749,
460,
416,
367,
356,
406,
1891,
594,
534,
658,
455,
419,
439,
408,
349,
364,
306,
293,
317,
354,
351,
263,
491,
309,
297,
309,
335,
356,
290,
266,
284,
333,
282,
368,
342,
287,
300,
340,
395,
461,
350,
373,
346,
329,
327,
361,
321,
377,
384,
371,
587,
506,
349,
448,
449,
511,
456,
488,
450,
427,
447,
590,
855,
1415,
1845,
633,
476,
408,
354,
342,
392,
374,
304,
317,
334,
399,
383,
377,
345,
317,
306,
270,
282,
355,
297,
312,
332,
296,
1244,
536,
395,
388,
389,
372,
354,
344,
331,
377,
383,
546,
451,
398,
377,
335,
853,
370,
357,
342,
332,
316,
376,
362,
338,
378,
343,
304,
285,
364,
391,
352,
316,
682,
940,
320,
314,
359,
294,
361,
313,
288,
312,
286,
317,
280,
383,
349,
259,
278,
271,
322,
306,
394,
310,
263,
306,
535,
411,
347,
370,
371,
267,
342,
318,
923,
529,
390,
449,
411,
1036,
496,
427,
383,
483,
439
] |
[
349,
329,
999,
2671,
1251,
3234,
45665,
8564,
2794,
1865,
1449,
1371,
1049,
1358,
1513,
656,
557,
711,
521,
491,
437,
439,
429,
605,
804,
497,
399,
409,
487,
394,
466,
487,
467,
1593,
514,
521,
514,
414,
405,
410,
525,
411,
352,
383,
1034,
894,
478,
387,
450,
650,
507,
477,
404,
396,
412,
465,
402,
368,
592,
411,
417,
398,
431,
463,
407,
439,
2415,
629,
686,
861,
903,
1514,
546,
570,
481,
519,
588,
535,
512,
379,
463,
474,
505,
465,
427,
380,
405,
953,
426,
397,
391,
360,
304,
383,
457,
454
] |
[
"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: 53.50%",
"予測される変化率: [カラム_0] 予測される変化率: 30.09%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の3.28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2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 53.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 30.09%",
"Volatility: [column_0] Volatility: high (standard deviation is 3.28 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 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 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 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
4,
6,
8,
9,
5,
10,
2,
6,
11,
9,
18,
15,
7,
6,
3,
8,
12,
8,
14,
3,
3,
5,
3,
1,
2,
2,
2,
5,
7,
3,
2,
4,
0,
3,
2,
21,
6,
7,
5,
4,
5,
3,
18,
5,
5,
3,
7,
6,
1,
5,
5,
8,
6,
13,
4,
5,
7,
2,
5,
6,
4,
8,
4,
10,
2,
3,
12,
4,
3,
3,
3,
5,
3,
3,
8,
3,
9,
18,
12,
10,
6,
5,
11,
8,
5,
17,
7,
5,
2,
6,
10,
3,
8,
9,
5,
2,
9,
2,
3,
8,
25,
6,
7,
9,
4,
4,
5,
1,
4,
8,
5,
4,
5,
4,
3,
8,
5,
11,
7,
1,
6,
5,
9,
6,
3,
7,
12,
3,
6,
8,
6,
7,
10,
11,
22,
8,
11,
5,
5,
6,
11,
5,
5,
9,
6,
2,
3,
9,
7,
6,
7,
9,
6,
4,
5,
9,
3,
3,
4,
8,
21,
5,
4,
5,
6,
8,
7,
4,
12,
10,
3,
9,
8,
10,
8,
3,
8,
6,
7,
6,
5,
4,
8,
5,
4,
9,
12,
6,
9,
4,
14,
8,
5,
9,
46,
3,
2,
11,
8,
5,
3,
0,
9,
11,
7,
18,
14,
8,
15,
24,
2,
7,
6,
3,
7,
21,
11,
5,
2,
5,
7,
30,
23,
46,
26,
22,
8,
12,
4,
8,
8,
11,
7,
10,
5,
11,
14,
11,
30,
9,
6,
5,
14,
6,
9,
6,
8,
10,
11,
4,
7,
11,
6,
5,
18,
9,
5,
9,
33,
6,
6,
6,
14,
6,
6,
3,
3,
10,
1,
7,
11,
24,
54,
8,
10,
10,
5,
7,
5,
6,
61,
20,
10,
7,
10,
4,
4,
13,
2,
7,
5,
4,
6,
15,
5,
10,
10,
10,
3,
4,
3,
6,
8,
10,
1,
5,
1,
5,
11,
6,
7,
6,
3,
6,
13,
13,
13,
7,
5,
6,
25,
9,
3,
15,
4,
9,
12,
26,
3,
9,
8,
4,
9,
8,
8,
12,
7,
3,
7,
9,
8,
7,
9,
25,
10,
6,
15,
4,
4,
8,
8,
10,
6,
8,
5,
6,
7,
3,
9,
11,
10,
13,
5,
18,
7,
8,
11,
10,
8,
4,
5,
8,
5,
7,
10,
2,
12,
4,
5,
7,
4,
8,
11,
6,
5,
7,
10,
4,
7,
14,
8,
11,
26,
5,
10,
4,
9,
24,
8,
9,
14,
11,
7,
14,
6,
14,
17,
36,
28,
15,
14,
6,
12,
67,
20,
37,
31,
16,
6,
11,
9,
15,
5,
6,
8,
7,
6,
1,
10,
5,
12,
25,
18,
7,
5,
10,
5,
12,
19,
27,
4,
10,
7,
6,
13,
9,
11,
10,
12,
11,
6,
8,
3,
5,
4,
2,
6,
8,
4,
8,
5,
12,
8,
2,
9,
5,
13,
5,
11,
1,
5,
10,
8,
6,
7,
6,
3,
8,
39,
7,
16,
13,
13,
13,
9,
26,
27,
30,
18,
9,
33,
26,
12,
4,
32,
9,
6,
8,
5,
10,
6,
4,
10,
7,
7,
10,
5,
7,
9,
13,
13
] |
[
11,
7,
11,
16,
10,
25,
19,
9,
5,
7,
8,
6,
7,
7,
39,
14,
6,
9,
6,
7,
8,
14,
24,
11,
9,
20,
15,
18,
6,
17,
9,
7,
6,
9,
3,
8,
6,
5,
17,
11,
6,
11,
14,
2,
60,
7,
7,
17,
21,
5,
11,
6,
15,
11,
5,
10,
7,
14,
9,
9,
29,
17,
11,
14,
19,
7,
23,
15,
7,
22,
14,
49,
12,
21,
46,
7,
5,
17,
12,
7,
20,
17,
7,
23,
19,
18,
11,
8,
23,
26,
26,
23,
17,
14,
17,
16
] |
[
"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: 225.00%",
"予測される変化率: [カラム_0] 予測される変化率: 45.45%",
"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: 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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: 225.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 45.45%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.84 times the mean)",
"Trend: [column_0] Trend change: from stable 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 28 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 28.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
245,
253,
275,
247,
360,
392,
274,
341,
289,
360,
197,
268,
330,
271,
281,
298,
250,
180,
297,
208,
197,
198,
118,
120,
186,
151,
179,
181,
152,
158,
147,
172,
150,
158,
155,
160,
174,
149,
132,
144,
122,
156,
145,
180,
133,
141,
153,
141,
150,
188,
158,
120,
110,
182,
174,
129,
177,
183,
137,
133,
152,
168,
166,
169,
167,
157,
138,
174,
283,
160,
159,
145,
141,
123,
141,
161,
135,
148,
152,
130,
116,
133,
171,
162,
168,
138,
127,
144,
194,
146,
119,
185,
155,
122,
156,
124,
133,
148,
136,
123,
125,
119,
157,
155,
166,
188,
200,
135,
104,
145,
155,
153,
143,
143,
127,
90,
168,
182,
244,
2836,
296,
143,
130,
163,
206,
170,
172,
155,
139,
124,
153,
201,
160,
150,
160,
126,
106,
150,
176,
182,
173,
149,
178,
107,
142,
183,
128,
140,
161,
139,
116,
176,
164,
176,
153,
173,
162,
114,
171,
178,
170,
135,
171,
142,
158,
205,
159,
218,
139,
156,
137,
137,
139,
126,
112,
118,
95,
98,
133,
138,
104,
117,
137,
108,
127,
148,
185,
200,
189,
255,
200,
204,
147,
186,
180,
218,
216,
217,
146,
158,
180,
167,
196,
198,
207,
148,
141,
206,
185,
173,
172,
153,
175,
160,
141,
189,
153,
197,
309,
137,
134,
186,
157,
195,
185,
170,
184,
193,
187,
267,
274,
214,
214,
181,
205,
205,
201,
235,
194,
220,
134,
146,
198,
190,
197,
188,
239,
184,
148,
215,
202,
189,
204,
193,
147,
162,
204,
212,
204,
206,
168,
130,
136,
147,
156,
198,
145,
171,
190,
144,
435,
252,
191,
173,
195,
199,
471,
5000,
315,
777,
20135,
500,
309,
207,
310,
318,
274,
257,
166,
204,
211,
568,
256,
234,
206,
190,
151,
152,
190,
183,
566,
13358,
337,
208,
142,
196,
199,
163,
148,
116,
123,
125,
193,
207,
304,
237,
185,
239,
158,
175,
170,
178,
173,
231,
408,
163,
153,
186,
173,
181,
204,
139,
190,
179,
215,
210,
437,
194,
225,
165,
192,
215,
221,
186,
245,
189,
142,
213,
196,
216,
218,
222,
183,
149,
187,
201,
192,
304,
192,
131,
145,
189,
206,
159,
123,
193,
135,
112,
136,
143,
182,
160,
130,
113,
99,
131,
157,
170,
200,
151,
179,
102,
143,
149,
179,
127,
137,
143,
134,
152,
142,
130,
136,
147,
164,
141,
150,
162,
161,
141,
556,
127,
77,
108,
123,
198,
150,
136,
159,
121,
131,
162,
306,
149,
153,
161,
118,
194,
135,
195,
178,
144,
148,
166,
207,
174,
182,
133,
174,
158,
128,
162,
164,
177,
140,
144,
176,
124,
189,
175,
189,
170,
156,
171,
143,
128,
170,
163,
148,
196,
164,
126,
158,
200,
258,
166,
217,
142,
136,
170,
215,
167,
153,
168,
144,
115,
151,
159,
149,
172,
215,
146,
128,
133,
161,
181,
119,
162,
250,
142,
167,
195,
149,
182,
219,
949,
164,
203,
163,
167,
150,
180,
129,
136,
195,
194,
120,
139,
154,
136,
142,
223,
168,
131,
161,
134,
133,
148,
153,
163,
145,
159
] |
[
173,
202,
121,
155,
160,
185,
147,
155,
120,
148,
190,
189,
169,
150,
205,
146,
137,
188,
182,
185,
208,
127,
140,
158,
174,
165,
197,
135,
120,
135,
94,
121,
165,
136,
188,
181,
140,
102,
168,
154,
171,
196,
165,
205,
159,
195,
170,
226,
207,
226,
179,
176,
219,
244,
245,
184,
191,
145,
177,
230,
179,
210,
220,
192,
179,
227,
185,
189,
177,
163,
208,
182,
137,
304,
305,
205,
188,
185,
148,
169,
270,
221,
184,
162,
173,
182,
140,
228,
200,
262,
263,
208,
130,
176,
194,
207
] |
[
"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: -35.10%",
"予測される変化率: [カラム_0] 予測される変化率: 19.65%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の4.02倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 60個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: upward",
"Historical change rate: [column_0] Historical change rate: -35.10%",
"Forecasted change rate: [column_0] Forecasted change rate: 19.65%",
"Volatility: [column_0] Volatility: high (standard deviation is 4.02 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 60",
"First turning point: [column_0] First turning point: at data point 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 40 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 40.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
17,
4,
3,
2,
5,
1,
4,
9,
23,
5,
1,
8,
7,
12,
3,
2,
7,
3,
5,
0,
3,
8,
8,
1,
5,
0,
0,
7,
9,
3,
2,
3,
1,
4,
3,
2,
5,
1,
3,
3,
8,
6,
5,
3,
4,
7,
6,
7,
5,
6,
6,
8,
7,
4,
4,
3,
7,
4,
3,
4,
4,
6,
5,
5,
3,
8,
1,
3,
9,
6,
1,
4,
2,
1,
4,
2,
5,
12,
11,
8,
12,
9,
14,
16,
10,
7,
14,
32,
10,
11,
5,
9,
16,
9,
13,
22,
26,
12,
13,
10,
18,
10,
13,
460,
21,
15,
18,
20,
20,
33,
32,
10,
9,
23,
22,
17,
35,
51,
22,
14,
16,
33,
33,
76,
45,
41,
33,
33,
31,
65,
75,
29,
33,
30,
24,
33,
52,
92,
67,
41,
53,
45,
53,
71,
177,
220,
159,
203,
191,
185,
369,
706,
178,
94,
44,
31,
27,
50,
58,
38,
34,
31,
30,
36,
34,
35,
37,
18,
23,
31,
16,
31,
32,
123,
31,
42,
41,
34,
42,
75,
42,
28,
32,
28,
21,
29,
36,
16,
30,
26,
29,
21,
27,
24,
15,
28,
26,
36,
23,
22,
22,
24,
24,
21,
26,
17,
23,
30,
22,
26,
28,
22,
31,
23,
27,
18,
21,
28,
19,
20,
26,
21,
21,
19,
21,
23,
35,
30,
23,
26,
16,
28,
29,
17,
22,
29,
14,
19,
18,
24,
18,
31,
21,
22,
32,
16,
19,
30,
31,
39,
33,
24,
26,
15,
25,
26,
19,
22,
18,
27,
24,
26,
26,
35,
33,
21,
24,
15,
25,
35,
30,
111,
23,
22,
23,
20,
32,
35,
23,
24,
27,
19,
24,
25,
23,
49,
27,
39,
26,
26,
31,
37,
48,
29,
30,
26,
24,
21,
22,
33,
15,
25,
29,
26,
20,
34,
33,
29,
27,
33,
20,
25,
31,
33,
23,
24,
15,
32,
30,
46,
28,
26,
27,
34,
17,
26,
30,
45,
40,
36,
41,
57,
53,
109,
39,
39,
41,
29,
20,
36,
36,
28,
113,
21,
24,
37,
23,
33,
27,
22,
29,
33,
30,
34,
38,
18,
41,
26,
31,
33,
31,
28,
32,
27,
28,
19,
20,
14,
16,
18,
20,
17,
17,
23,
12,
16,
22,
25,
21,
15,
19,
17,
26,
23,
17,
15,
16,
14,
19,
25,
17,
25,
25,
23,
21,
20,
19,
13,
18,
14,
22,
23,
20,
20,
24,
12,
20,
28,
29,
17,
25,
18,
14,
21,
29,
22,
32,
22,
24,
18,
16,
18,
18,
21,
19,
24,
25,
20,
19,
25,
19,
32,
28,
20,
19,
21,
18,
20,
41,
25,
36,
25,
24,
23,
28,
24,
31,
19,
39,
34,
32,
54,
40,
42,
43,
43,
22,
29,
39,
59,
39,
33,
29,
25,
25,
26,
32,
34,
24,
21,
34,
20,
35,
40,
37,
67,
59,
48,
30,
27,
38,
43,
53,
30,
38,
53,
40,
86,
68,
40,
50,
46,
34,
44,
38,
33,
40,
21,
51,
33,
39,
94,
61,
66,
57,
95,
66,
65,
213,
306,
208,
214
] |
[
287,
275,
466,
1642,
422,
84,
74,
76,
54,
48,
83,
48,
34,
37,
47,
34,
34,
47,
55,
40,
30,
44,
28,
28,
43,
51,
36,
47,
46,
54,
66,
134,
45,
27,
30,
33,
29,
29,
30,
23,
43,
26,
33,
22,
30,
36,
26,
31,
32,
27,
19,
28,
20,
24,
34,
20,
28,
25,
28,
32,
24,
31,
42,
19,
31,
33,
46,
40,
25,
26,
24,
19,
32,
28,
60,
37,
24,
14,
24,
28,
36,
28,
28,
22,
21,
33,
24,
40,
30,
29,
37,
31,
26,
30,
32,
21
] |
[
"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: 1158.82%",
"予測される変化率: [カラム_0] 予測される変化率: -92.68%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.22倍)",
"トレンド: [カラム_0] トレンドの変化: 横ばいから下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 56個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 1158.82%",
"Forecasted change rate: [column_0] Forecasted change rate: -92.68%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.22 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 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 80 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 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 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 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
0,
1,
3,
0,
2,
0,
1,
1,
2,
0,
0,
3,
0,
2,
0,
0,
1,
1,
1,
0,
1,
0,
0,
2,
1,
1,
0,
1,
1,
0,
1,
0,
1,
1,
2,
0,
1,
0,
0,
1,
1,
2,
0,
0,
1,
1,
1,
2,
1,
0,
0,
1,
2,
2,
3,
2,
1,
0,
0,
1,
0,
0,
0,
1,
0,
1,
3,
0,
0,
3,
0,
0,
1,
1,
1,
1,
1,
2,
1,
2,
0,
1,
2,
1,
0,
1,
1,
2,
2,
0,
0,
1,
0,
0,
1,
1,
0,
0,
13,
0,
3,
0,
0,
2,
1,
0,
0,
4,
3,
1,
1,
9,
0,
0,
0,
0,
1,
1,
1,
1,
1,
3,
0,
1,
1,
0,
0,
0,
1,
0,
1,
2,
2,
2,
0,
1,
0,
2,
1,
0,
2,
0,
2,
1,
2,
0,
0,
2,
1,
1,
0,
2,
1,
2,
5,
1,
3,
0,
2,
0,
1,
1,
1,
1,
3,
4,
1,
1,
2,
1,
0,
0,
6,
1,
2,
0,
0,
0,
1,
2,
3,
1,
1,
0,
0,
0,
2,
2,
3,
0,
0,
2,
1,
4,
1,
2,
3,
0,
3,
0,
2,
0,
0,
0,
0,
3,
3,
4,
0,
0,
3,
1,
1,
1,
3,
2,
4,
2,
1,
2,
1,
3,
1,
1,
1,
0,
0,
1,
4,
0,
1,
2,
3,
0,
0,
3,
5,
0,
4,
3,
1,
0,
2,
1,
1,
3,
1,
4,
7,
3,
1,
2,
0,
0,
1,
0,
4,
1,
1,
0,
2,
3,
1,
2,
0,
2,
1,
2,
1,
0,
3,
2,
1,
7,
1,
3,
3,
6,
4,
0,
1,
2,
2,
2,
2,
0,
0,
2,
1,
2,
0,
1,
3,
1,
1,
1,
1,
0,
0,
3,
2,
0,
2,
1,
1,
0,
1,
1,
1,
1,
1,
4,
4,
2,
2,
0,
4,
2,
0,
5,
1,
1,
0,
2,
0,
1,
4,
5,
1,
0,
1,
1,
2,
2,
0,
1,
2,
0,
1,
5,
3,
3,
4,
2,
2,
6,
3,
2,
3,
1,
0,
0,
0,
3,
1,
1,
2,
0,
4,
1,
2,
4,
0,
0,
1,
1,
1,
1,
4,
0,
1,
43,
499,
78,
17,
18,
14,
3,
9,
10,
8,
8,
7,
6,
4,
2,
2,
8,
5,
3,
5,
1,
4,
5,
4,
6,
0,
1,
3,
1,
3,
1,
5,
2,
1,
3,
2,
5,
4,
6,
0,
2,
7,
2,
2,
1,
6,
1,
2,
0,
4,
2,
2,
4,
5,
0,
3,
2,
0,
3,
3,
4,
0,
2,
0,
2,
4,
3,
1,
1,
1,
1,
2,
6,
5,
0,
3,
1,
0,
1,
3,
3,
3,
7,
2,
22,
3,
2,
3,
3,
0,
5,
1,
5,
1,
3,
0,
2,
0,
44,
28,
3,
3,
0,
2,
1,
1,
1,
1,
2,
3,
0,
0,
2,
3,
2,
6,
2,
2,
8,
4,
1,
3,
2,
0,
1,
1,
0,
0,
0,
5,
4,
0,
2,
5,
1,
3,
5,
2,
3,
1,
7
] |
[
1,
3,
5,
4,
6,
2,
2,
1,
6,
5,
3,
0,
4,
2,
3,
2,
3,
2,
3,
2,
0,
3,
23,
5,
2,
3,
2,
0,
3,
7,
6,
6,
7,
3,
3,
9,
9,
4,
1,
0,
1,
3,
7,
4,
5,
6,
1,
2,
2,
1,
1,
7,
1,
0,
0,
0,
1,
0,
4,
5,
0,
1,
0,
1,
6,
4,
1,
1,
1,
3,
3,
0,
4,
7,
1,
2,
0,
4,
6,
3,
1,
0,
2,
0,
10,
1,
4,
1,
3,
0,
0,
1,
1,
5,
1,
3
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 600.00%",
"予測される変化率: [カラム_0] 予測される変化率: 200.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の6.53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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 600.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 6.53 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 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 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 82.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
417,
437,
285,
401,
357,
326,
482,
293,
315,
309,
389,
974,
524,
453,
586,
416,
407,
387,
944,
646,
986,
3515,
1317,
716,
504,
492,
499,
368,
344,
820,
602,
452,
580,
528,
844,
615,
481,
2306,
1034,
1434,
840,
978,
774,
720,
845,
854,
6262,
2392,
1393,
1406,
1542,
1328,
1444,
1034,
1213,
1190,
1344,
833,
1227,
1109,
1120,
1118,
656,
688,
688,
783,
657,
1015,
649,
508,
598,
693,
748,
894,
695,
722,
690,
761,
3546,
2224,
1115,
1313,
1094,
817,
529,
630,
643,
743,
712,
824,
814,
637,
1325,
658,
612,
810,
1387,
821,
831,
797,
873,
670,
570,
1097,
747,
948,
703,
590,
839,
2568,
801,
713,
1592,
910,
671,
547,
786,
970,
812,
639,
737,
485,
578,
551,
422,
554,
1060,
604,
488,
457,
1037,
544,
517,
1915,
900,
714,
670,
1136,
754,
861,
642,
526,
533,
572,
591,
522,
604,
531,
590,
530,
520,
431,
435,
498,
529,
515,
419,
528,
683,
1170,
2429,
2598,
3917,
2296,
2099,
2649,
1177,
1391,
1797,
3660,
7223,
2998,
4866,
2759,
1829,
1339,
1360,
1048,
1296,
1741,
1133,
934,
1149,
1244,
1216,
4157,
5514,
2178,
1659,
1434,
1567,
1300,
1164,
2129,
1171,
1327,
2075,
1562,
1890,
1411,
1613,
1778,
1785,
2088,
1619,
1181,
1388,
2250,
1059,
1176,
1451,
1114,
1726,
1297,
1980,
4867,
4049,
1723,
1965,
1241,
1202,
1861,
1241,
2104,
4573,
2443,
1478,
1231,
3179,
1232,
1725,
3153,
1810,
1869,
2445,
5127,
3970,
1913,
4384,
1646,
2107,
2126,
4327,
2331,
2719,
9057,
4484,
6469,
3729,
9021,
4085,
3456,
4295,
2379,
3032,
3588,
3695,
2932,
2429,
6315,
3593,
3202,
2466,
3493,
2408,
2871,
3031,
3070,
3245,
2650,
5286,
4953,
2074,
1761,
1683,
1592,
1736,
2320,
1259,
1305,
1497,
1133,
959,
1201,
1110,
1084,
909,
981,
951,
799,
823,
1043,
804,
960,
2524,
1281,
1041,
827,
2726,
1455,
1051,
4119,
2364,
1679,
1438,
2308,
2255,
2232,
7626,
5069,
2544,
2569,
2766,
1665,
1640,
1848,
1541,
1708,
1925,
2484,
1708,
1504,
2760,
1738,
1333,
1706,
1432,
1062,
993,
1270,
2195,
1696,
1602,
1392,
1363,
1044,
1097,
1018,
2008,
1283,
1731,
1192,
1899,
3531,
1577,
1658,
1510,
1973,
2627,
2368,
2177,
1557,
1475,
1327,
3396,
1535,
1622,
1436,
1249,
1415,
1338,
1388,
1118,
862,
845,
911,
793,
713,
976,
881,
872,
1215,
1085,
1130,
1260,
947,
818,
1041,
972,
1063,
1166,
1248,
959,
1491,
11232,
7935,
5060,
10742,
3332,
6500,
3084,
3377,
5555,
5541,
5169,
3106,
5287,
8459,
6399,
3496,
2575,
2330,
2074,
2475,
2145,
1886,
1583,
1975,
1419,
1388,
1417,
1233,
1784,
1580,
1187,
1722,
1635,
1801,
1380,
2088,
1533,
1244,
1341,
1118,
1561,
1773,
1391,
1321,
1313,
1792,
2143,
2357,
1520,
2137,
1805,
2536,
1695,
1851,
5685,
8828,
4961,
4318,
4754,
4712,
4520,
3535,
2311,
1865,
2574,
2193,
1919,
2554,
3529,
3019,
9438,
3701,
2604,
2207,
2717,
4539,
2582,
2140,
2362,
2083,
1897,
3025,
5334,
7409,
3903,
2834,
3396,
2996,
3050,
4644,
2613,
3431,
2517,
6135,
3665,
3582,
5298,
3254,
3060,
3290,
3168,
3145,
4149,
4331,
4351,
5555,
5425,
6173,
8155,
8886,
11894,
12425,
34369,
725345,
289442,
137954,
100740,
87233,
63650,
41991,
31253,
29904,
21373,
24093,
25312,
15393,
13709,
10536
] |
[
9633,
7475,
8712,
11377,
7265,
5423,
5415,
4755,
5724,
5614,
5980,
4143,
3934,
5119,
5109,
5486,
6419,
6027,
4599,
5542,
4335,
4282,
4155,
5194,
5447,
4983,
5542,
4141,
3668,
5253,
4469,
4064,
3371,
3596,
3789,
4433,
5145,
6937,
8374,
11882,
7036,
6137,
5380,
6486,
7580,
6768,
6233,
6533,
12429,
11096,
6917,
8196,
9484,
11511,
12494,
11935,
14214,
135024,
160147,
119537,
55471,
31768,
25135,
21223,
20961,
20335,
22478,
14951,
12543,
9975,
10733,
9489,
11588,
12794,
7760,
6968,
6187,
5965,
6003,
6445,
9491,
5311,
4467,
5117,
5134,
5077,
5932,
5948,
4682,
4174,
3699,
3470,
4038,
4068,
4263,
3283
] |
[
"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: 2426.62%",
"予測される変化率: [カラム_0] 予測される変化率: -65.92%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の5.36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: 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: 2426.62%",
"Forecasted change rate: [column_0] Forecasted change rate: -65.92%",
"Volatility: [column_0] Volatility: high (standard deviation is 5.36 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 42",
"First turning point: [column_0] First turning point: at data point 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 28 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 28."
]
}
|
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,
15,
47,
52,
54,
61,
40,
127,
98,
59,
58,
58,
75,
60,
45,
67,
41,
47,
71,
64,
83,
97,
71,
66,
83,
57,
86,
62,
53,
65,
44,
47,
43,
45,
48,
68,
57,
57,
57,
53,
50,
60,
55,
61,
72,
46,
69,
66,
65,
55,
57,
62,
60,
73,
54,
66,
52,
57,
83,
76,
65,
80,
80,
60,
60,
85,
64,
70,
57,
70,
48,
57,
75,
91,
50,
68,
82,
58,
76,
63,
64,
55,
79,
56,
87,
72,
87,
71,
77,
79,
55,
88,
80,
50,
56,
85,
75,
78,
82,
79,
47,
71,
50,
49,
64,
76,
96,
85,
63,
75,
80,
83,
52,
65,
67,
98,
64,
68,
68,
67,
85,
77,
80,
70,
64,
74,
70,
85,
66,
58,
73,
64,
71,
86,
70,
89,
59,
68,
87,
65,
88,
58,
78,
59,
76,
64,
61,
68,
82,
66,
74,
76,
70,
82,
77,
74,
75,
62,
67,
56,
53,
95,
77,
61,
63,
64,
85,
90,
74,
109,
113,
83,
83,
72,
75,
85,
87,
78,
84,
94,
80,
83,
69,
83,
77,
71,
87,
62,
83,
71,
71,
88,
88,
81,
60,
75,
68,
98,
84,
103,
80,
62
] |
[
79,
91,
71,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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: 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: 313.33%",
"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1.45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: 1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: 313.33%",
"Forecasted change rate: [column_0] Forecasted change rate: -100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.45 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 1",
"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 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 |
[
110,
136,
129,
72,
99,
86,
81,
185,
181,
187,
91,
91,
142,
121,
89,
99,
179,
185,
124,
97,
86,
165,
248,
182,
306,
226,
254,
358,
311,
141,
221,
61,
150,
65,
108,
218,
83,
117,
108,
68,
76,
59,
86,
69,
124,
74,
75,
213,
400,
346,
327,
164,
744,
227,
979,
111,
98,
113,
115,
66,
68,
100,
188,
388,
758,
812,
868,
983,
573,
163,
248,
147,
162,
257,
127,
120,
503,
472,
287,
438,
530,
355,
201,
241,
313,
144,
195,
194,
185,
226,
225,
268,
586,
222,
209,
150,
264,
394,
211,
199,
128,
152,
102,
208,
281,
243,
213,
310,
306,
123,
195,
154,
372,
265,
159,
167,
162,
222,
291,
235,
318,
209,
293,
348,
404,
506,
449,
288,
329,
196,
216,
299,
354,
302,
386,
249,
283,
249,
233,
212,
161,
221,
179,
171,
162,
156,
261,
1141,
411,
267,
888,
333,
225,
409,
333,
256,
3603,
334,
290,
321,
299,
341,
281,
283,
307,
237,
200,
344,
221,
182,
202,
148,
252,
216,
256,
185,
173,
187,
219,
120,
134,
126,
229,
267,
329,
478,
459,
372,
284,
332,
159,
248,
294,
140,
281,
278,
300,
260,
197,
251,
243,
289,
189,
218,
299,
131,
158,
155,
152,
179,
180,
202,
159,
150,
160,
147,
220,
208,
188,
274,
854,
137,
158,
190,
168,
157,
117,
159,
194,
114,
163,
277,
274,
225,
125,
240,
371,
162,
138,
123,
239,
96,
168,
136,
153,
183,
179,
115,
352,
264,
243,
164,
198,
209,
175,
175,
160,
3866,
1543,
204,
566,
146,
110,
115,
268,
180,
108,
140,
120,
91,
476,
113,
365,
104,
129,
196,
841,
1029,
742,
716,
776,
186,
144,
107,
205,
129,
823,
548,
419,
209,
2647,
262,
154,
153,
297,
309,
503,
439,
377,
279,
460,
246,
111,
170,
158,
154,
147,
1908,
165,
124,
870,
4474,
169,
218,
216,
171,
2056,
166,
195,
148,
184,
194,
177,
173,
127,
96,
113,
222,
244,
203,
254,
273,
485,
780,
178,
237,
472,
334,
255,
146,
237,
225,
219,
211,
857,
160,
154,
216,
213,
254,
289,
239,
309,
227,
1317,
380,
252,
488,
1652,
434,
2605,
310,
357,
1410,
257,
237,
219,
276,
213,
138,
312,
2903,
355,
368,
253,
825,
1805,
588,
489,
496,
353,
396,
474,
363,
288,
296,
515,
225,
310,
352,
295,
387,
249,
405,
232,
219,
211,
211,
289,
201,
186,
171,
164,
242,
254,
233,
355,
362,
305,
587,
293,
340,
232,
182,
191,
192,
227,
181,
251,
239,
500,
292,
360,
318,
303,
268,
260,
212,
1204,
371,
276,
296,
289,
281,
301,
260,
263,
208,
268,
291,
269,
253,
442,
353,
274,
1513,
1049,
282,
472,
311,
341,
387,
351,
339,
380,
386,
603,
272,
224,
358,
395,
252,
263,
258,
226,
260,
224,
245,
246,
250,
245,
301,
227,
209,
218,
258,
215,
208,
239,
192,
256,
221,
658,
272,
156,
311,
210,
237,
218,
296,
289,
261,
197,
243,
197,
353,
300,
264,
216,
372,
325,
317,
261,
158,
1571,
341,
368,
314,
309,
321,
404,
296
] |
[
294,
196,
357,
306,
204,
404,
339,
316,
284,
279,
263,
238,
296,
395,
221,
418,
314,
284,
387,
713,
306,
310,
248,
244,
495,
301,
209,
295,
249,
210,
223,
209,
238,
234,
237,
192,
254,
196,
224,
228,
266,
209,
173,
180,
212,
307,
469,
287,
208,
302,
171,
223,
254,
319,
318,
266,
243,
314,
428,
336,
369,
240,
244,
343,
386,
236,
239,
622,
386,
262,
378,
269,
237,
326,
348,
217,
236,
498,
292,
459,
384,
512,
519,
513,
605,
514,
701,
566,
654,
512,
348,
257,
379,
343,
479,
494
] |
[
"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: 169.09%",
"予測される変化率: [カラム_0] 予測される変化率: 68.03%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.17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: 169.09%",
"Forecasted change rate: [column_0] Forecasted change rate: 68.03%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.17 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 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 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 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 upward 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 82."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
18,
6,
5,
8,
6,
6,
5,
4,
5,
5,
3,
5,
5,
3,
3,
8,
11,
3,
8,
4,
6,
2,
2,
3,
3,
6,
14,
5,
4,
1,
3,
3,
6,
7,
3,
4,
2,
4,
1,
3,
5,
2,
3,
3,
3,
1,
2,
2,
2,
2,
3,
2,
1,
4,
8,
4,
6,
3,
6,
3,
6,
5,
4,
1,
4,
3,
1,
2,
3,
2,
0,
11,
10,
4,
3,
4,
5,
6,
2,
3,
5,
4,
2,
7,
2,
15,
2,
4,
8,
2,
2,
5,
2,
8,
7,
4,
9,
6,
10,
3,
9,
10,
6,
4,
4,
12,
5,
8,
7,
0,
8,
6,
14,
4,
5,
5,
3,
8,
13,
18,
3,
20,
5,
3,
3,
5,
17,
8,
1,
16,
19,
8,
11,
7,
5,
7,
8,
4,
7,
4,
11,
27,
7,
7,
5,
9,
9,
15,
5,
10,
10,
5,
5,
7,
6,
10,
4,
6,
5,
6,
5,
8,
22,
10,
8,
10,
8,
7,
6,
8,
3,
10,
5,
6,
11,
11,
4,
5,
6,
10,
3,
6,
8,
3,
3,
16,
3,
5,
10,
7,
6,
3,
7,
6,
9,
13,
12,
18,
4,
17,
5,
21,
5,
9,
21,
9,
2,
4,
9,
11,
13,
8,
8,
5,
2,
5,
15,
4,
3,
7,
4,
6,
13,
3,
6,
3,
7,
7,
6,
12,
11,
9,
3,
7,
3,
2,
12,
17,
9,
6,
7,
4,
10,
13,
9,
10,
15,
14,
7,
11,
12,
9,
11,
9,
11,
5,
11,
5,
9,
8,
6,
12,
9,
7,
3,
6,
11,
7,
5,
5,
6,
17,
8,
10,
30,
25,
11,
5,
19,
14,
14,
6,
10,
9,
11,
10,
14,
10,
11,
5,
6,
4,
9,
26,
4,
10,
8,
5,
7,
10,
13,
12,
8,
12,
5,
4,
10,
8,
6,
8,
10,
6,
3,
5,
3,
6,
8,
19,
15,
10,
7,
11,
7,
6,
6,
6,
10,
6,
18,
12,
4,
7,
9,
5,
11,
5,
37,
8,
8,
9,
15,
36,
19,
20,
15,
8,
17,
17,
9,
10,
14,
11,
13,
15,
5,
12,
14,
12,
19,
18,
16,
13,
21,
22,
12,
16,
8,
17,
7,
15,
19,
6,
11,
12,
15,
8,
32,
14,
18,
11,
14,
43,
8,
17,
9,
8,
13,
16,
11,
20,
18,
9,
13,
9,
12,
11,
5,
9,
13,
10,
7,
10,
7,
7,
10,
20,
14,
12,
6,
13,
10,
8,
8,
6,
16,
11,
19,
6,
13,
20,
9,
11,
17,
7,
15,
6,
11,
3,
7,
7,
16,
7,
11,
8,
26,
17,
8,
14,
7,
7,
8,
8,
11,
13,
13,
6,
7,
16,
9,
8,
9,
10,
2,
9,
10,
13,
15,
21,
8,
14,
5,
12,
15,
11,
11,
15,
9,
9,
11,
252,
113,
8,
12,
11,
7,
8,
5,
3,
5,
10,
7,
6,
8,
11,
5,
9,
18,
6,
8,
9,
25,
12,
12,
11,
10,
4,
10,
5,
25,
5,
19,
16,
11,
17,
19,
8,
9,
13,
3,
12,
13,
17
] |
[
13,
3,
24,
28,
25,
99,
32,
22,
21,
30,
13,
8,
25,
61,
11,
14,
24,
8,
15,
13,
30,
15,
19,
27,
10,
14,
13,
20,
8,
16,
9,
8,
18,
13,
19,
9,
17,
12,
10,
19,
11,
16,
5,
7,
23,
11,
18,
20,
9,
3,
5,
8,
10,
7,
14,
10,
29,
7,
11,
11,
3,
11,
12,
9,
12,
12,
10,
10,
7,
16,
8,
8,
39,
9,
0,
16,
18,
29,
22,
24,
14,
4,
14,
9,
13,
7,
21,
9,
11,
17,
26,
17,
46,
23,
43,
23
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: -5.56%",
"予測される変化率: [カラム_0] 予測される変化率: 76.92%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.23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: 65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: -5.56%",
"Forecasted change rate: [column_0] Forecasted change rate: 76.92%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.23 times the mean)",
"Trend: [column_0] Trend change: from stable to downward",
"Turning points: [column_0] Turning points in forecast period: 65",
"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 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 does not show a clear 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 |
[
6,
4,
3,
2,
0,
5,
3,
0,
4,
3,
5,
4,
2,
5,
2,
5,
1,
7,
8,
2,
2,
5,
2,
7,
3,
3,
4,
2,
5,
5,
4,
0,
3,
3,
1,
3,
2,
0,
5,
5,
5,
3,
2,
3,
2,
7,
3,
5,
3,
4,
1,
4,
3,
2,
2,
2,
4,
2,
1,
2,
1,
3,
2,
6,
4,
4,
4,
3,
0,
6,
1,
2,
0,
1,
7,
1,
3,
9,
2,
4,
2,
4,
7,
2,
12,
7,
6,
2,
5,
2,
1,
4,
3,
5,
5,
2,
4,
4,
3,
5,
5,
2,
5,
2,
6,
3,
8,
4,
3,
3,
3,
7,
5,
4,
4,
5,
5,
3,
3,
0,
2,
3,
5,
1,
4,
2,
3,
3,
7,
5,
4,
8,
4,
3,
2,
3,
2,
2,
4,
2,
1,
6,
1,
6,
3,
3,
3,
2,
1,
5,
4,
2,
3,
2,
4,
3,
2,
4,
3,
4,
4,
0,
4,
4,
6,
1,
1,
2,
5,
1,
3,
5,
5,
4,
3,
0,
6,
0,
10,
8,
4,
5,
1,
2,
5,
4,
4,
6,
4,
4,
3,
3,
3,
5,
1,
6,
8,
3,
1,
7,
10,
6,
3,
0,
6,
3,
4,
5,
2,
2,
5,
8,
2,
5,
2,
4,
3,
5,
8,
4,
4,
6,
3,
4,
7,
3,
0,
6,
4,
1,
3,
4,
4,
4,
9,
3,
7,
1,
8,
1,
10,
4,
4,
4,
4,
3,
3,
2,
6,
3,
5,
3,
4,
4,
2,
7,
3,
2,
2,
3,
5,
2,
3,
3,
5,
3,
3,
4,
5,
2,
6,
6,
7,
6,
4,
4,
6,
2,
6,
3,
4,
6,
6,
6,
3,
2,
4,
5,
3,
2,
2,
3,
3,
6,
2,
4,
4,
4,
3,
5,
1,
3,
5,
4,
7,
1,
1,
5,
1,
5,
3,
4,
4,
2,
5,
5,
2,
3,
8,
4,
6,
2,
0,
2,
2,
6,
5,
3,
3,
3,
4,
1,
5,
2,
5,
8,
2,
4,
4,
3,
7,
2,
4,
1,
7,
6,
8,
10,
1,
3,
8,
7,
7,
5,
6,
5,
8,
4,
33,
1,
9,
6,
6,
7,
5,
10,
6,
12,
10,
4,
5,
14,
11,
4,
6,
7,
5,
3,
4,
10,
5,
10,
6,
4,
5,
2,
4,
2,
8,
3,
3,
4,
2,
10,
6,
6,
3,
4,
2,
5,
2,
7,
4,
2,
3,
0,
3,
6,
4,
6,
5,
3,
2,
1,
7,
7,
7,
3,
4,
2,
3,
4,
4,
3,
1,
3,
2,
3,
0,
3,
4,
6,
2,
7,
3,
2,
3,
4,
3,
3,
3,
2,
2,
4,
6,
4,
1,
5,
3,
3,
3,
8,
3,
4,
2,
3,
6,
4,
7,
2,
5,
5,
1,
5,
7,
3,
4,
4,
3,
1,
2,
4,
5,
4,
0,
8,
1,
4,
4,
4,
1,
5,
0,
3,
4,
0,
2,
3,
4,
4,
4,
2,
0,
3,
3,
3,
3,
1,
1,
3,
7,
2,
2,
4,
4,
2,
2,
4,
1,
3,
7,
0
] |
[
2,
1,
4,
3,
4,
4,
6,
2,
2,
7,
13,
3,
1,
2,
2,
3,
7,
2,
3,
2,
5,
4,
10,
9,
6,
6,
9,
7,
5,
5,
9,
8,
0,
2,
3,
4,
10,
8,
3,
0,
1,
7,
3,
3,
4,
4,
8,
2,
1,
2,
1,
7,
4,
0,
1,
2,
4,
3,
10,
5,
2,
0,
3,
3,
2,
4,
4,
2,
0,
2,
2,
1,
4,
5,
1,
4,
0,
1,
4,
6,
3,
4,
2,
2,
3,
2,
3,
4,
2,
4,
10,
9,
10,
11,
10,
6
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: -100.00%",
"予測される変化率: [カラム_0] 予測される変化率: 200.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.67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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: -100.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 200.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.67 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"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 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1603,
1375,
1459,
1602,
1714,
1593,
1668,
3263,
2548,
1647,
2123,
2494,
2639,
1510,
1264,
1279,
1083,
1270,
1654,
1159,
1101,
1135,
924,
934,
1277,
1207,
1171,
852,
847,
961,
902,
902,
858,
927,
1296,
1610,
1174,
993,
1261,
1268,
998,
1199,
1238,
940,
2019,
1411,
1308,
1263,
2090,
1269,
1069,
1389,
1259,
1164,
1255,
1083,
1636,
1551,
2540,
1686,
1409,
1659,
2031,
1960,
2165,
11941,
5751,
4081,
12575,
9091,
4001,
2163,
2147,
1595,
1435,
1306,
1894,
1715,
2108,
1764,
1456,
1378,
1213,
1375,
1473,
1220,
1240,
1147,
1170,
1078,
1388,
1394,
1311,
1506,
1712,
1707,
1565,
1973,
3804,
6415,
2920,
2348,
9851,
4341,
3423,
3353,
1935,
2177,
1903,
1605,
1612,
1506,
1617,
1608,
1412,
1593,
1784,
1240,
1610,
1436,
1399,
1155,
1121,
1108,
1148,
3337,
2042,
1744,
2404,
1525,
1655,
1986,
2723,
2181,
2164,
7927,
4297,
2581,
2275,
4450,
19961,
4268,
1531,
1796,
1348,
1376,
1423,
1259,
1206,
996,
1052,
1143,
1105,
903,
923,
1025,
1063,
1018,
1076,
1063,
1138,
1384,
1287,
975,
1954,
1849,
1624,
1509,
1313,
1048,
1005,
1148,
1042,
1140,
936,
1052,
1078,
1027,
1177,
964,
1069,
1009,
946,
1002,
952,
1165,
1094,
1037,
1120,
1057,
1065,
1039,
976,
1006,
1095,
1214,
1494,
1225,
1146,
1229,
1130,
1294,
1316,
1285,
1177,
1772,
1405,
1453,
1401,
1323,
1323,
1183,
1391,
1309,
2219,
1830,
2253,
1932,
1329,
1277,
1361,
1309,
1515,
2041,
1542,
1206,
1179,
1486,
1520,
1291,
1497,
1882,
1593,
1346,
1254,
1470,
1415,
1619,
1390,
1467,
1240,
1204,
1414,
1301,
1303,
1419,
1275,
1163,
1610,
1305,
1190,
1304,
1578,
1470,
1526,
1181,
1336,
1253,
1383,
2731,
1839,
1809,
1552,
1812,
2187,
1956,
2462,
2556,
5417,
19925,
5511,
3506,
18268,
6756,
2798,
2383,
1969,
1653,
1526,
3623,
2234,
2483,
1901,
1530,
1475,
1648,
1701,
2275,
2338,
1743,
1717,
1648,
1595,
2094,
2177,
1511,
1421,
1748,
1790,
1951,
2033,
2700,
1883,
1642,
1499,
1648,
2277,
3215,
3066,
2201,
1918,
2185,
2059,
2129,
2828,
2377,
2448,
2241,
2488,
2597,
3800,
9176,
5048,
3549,
2734,
5767,
3707,
5625,
5167,
6380,
4368,
4613,
5490,
13504,
8364,
11566,
8743,
6930,
6976,
14043,
10982,
9367,
9839,
12988,
12770,
28396,
22242,
76915,
34597,
21040,
18611,
41761,
21482,
13692,
10931,
10339,
36700,
16384,
9240,
5345,
11277,
59929,
32985,
15105,
9026,
13875,
12534,
56889,
43845,
18421,
11695,
18051,
46528,
22642,
7998,
21000,
11124,
5923,
4516,
3341,
2942,
2201,
2078,
1847,
1627,
1697,
1901,
1845,
1361,
1378,
1329,
1281,
1124,
1213,
4281,
2514,
1568,
1604,
1467,
1679,
2023,
1679,
1426,
1691,
1185,
1360,
2112,
1260,
1464,
1551,
1477,
3862,
1914,
2383,
1707,
1844,
4488,
2548,
1384,
1237,
1144,
1014,
1686,
1226,
1262,
1965,
1743,
7080,
5759,
2637,
2062,
8374,
4081,
2091,
1568,
1274,
1270,
1145,
938,
927,
993,
1233,
1140,
1088,
980,
945,
847,
1049,
963,
831,
913,
888,
842,
898,
1047,
1198,
892,
1074,
1028,
1583,
1366,
1104,
1331,
1531,
1510,
6750,
3560,
2417,
5907,
2916,
1555,
1477,
1367,
1156,
1061,
1063,
1532,
1192,
1153,
1092,
1041,
1056,
1356,
1457,
1081,
1037,
1132,
989,
1368,
1750,
1570,
1567,
1523,
2201,
1692,
1539,
1442,
1329,
1667,
6037,
2934,
1813,
1922,
4756,
2517,
1556,
1233,
1395,
1348,
1122,
1423,
1340
] |
[
1164,
933,
1332,
1173,
1092,
989,
987,
948,
1054,
1006,
1162,
978,
1046,
1299,
1042,
1576,
1105,
1016,
1381,
1086,
934,
948,
877,
1056,
999,
965,
763,
968,
835,
712,
859,
792,
841,
886,
977,
987,
1334,
955,
1078,
968,
923,
885,
898,
923,
1050,
1074,
1004,
1472,
1031,
1061,
1528,
1380,
1368,
1509,
1261,
1202,
1084,
1440,
1369,
1153,
1036,
1239,
1303,
1323,
1278,
1297,
1184,
1015,
838,
948,
848,
1026,
1212,
1158,
1183,
1428,
2437,
1273,
992,
1174,
1031,
925,
1081,
1703,
1114,
1030,
1096,
1144,
982,
1113,
1257,
989,
1009,
1140,
1276,
1071
] |
[
"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: -16.41%",
"予測される変化率: [カラム_0] 予測される変化率: -7.99%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.06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: 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: 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: -16.41%",
"Forecasted change rate: [column_0] Forecasted change rate: -7.99%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.06 times the mean)",
"Trend: [column_0] Trend continuation: upward trend continues",
"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 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] データは平穏ではありません。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 78 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 not stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 78."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
129,
119,
131,
129,
100,
144,
144,
141,
112,
67,
48,
59,
75,
60,
57,
58,
74,
75,
66,
113,
90,
83,
59,
85,
76,
57,
78,
74,
85,
107,
162,
114,
980,
1667,
1476,
1504,
1288,
1230,
1065,
1140,
1151,
1187,
1312,
2074,
2443,
1365,
1241,
1519,
1422,
1405,
1440,
1548,
1439,
1292,
1535,
1509,
1325,
1307,
1223,
1097,
1178,
1352,
1217,
1173,
1123,
1119,
1066,
1026,
1202,
1307,
1249,
1130,
1083,
1254,
2656,
5149,
3592,
2415,
1649,
1391,
1259,
1320,
8970,
9709,
4235,
3437,
2435,
2003,
1847,
2187,
2055,
1526,
1577,
1316,
1360,
1537,
1692,
1541,
1535,
1364,
2009,
1596,
1394,
1665,
1713,
1451,
1367,
1291,
1267,
1162,
1520,
1693,
1458,
1229,
1258,
1313,
1234,
1760,
1635,
1624,
1610,
1337,
1348,
1329,
1706,
1733,
1547,
1657,
1590,
1349,
1298,
1755,
1999,
1445,
1859,
1744,
1743,
1696,
3098,
2718,
2521,
2238,
1797,
1729,
1475,
2071,
6188,
5918,
3806,
2599,
1927,
1775,
2370,
2375,
1902,
1624,
1656,
1508,
1364,
1671,
1649,
1698,
1710,
1604,
1161,
1463,
1723,
1613,
1792,
1867,
2070,
1909,
1881,
2407,
2252,
2269,
2123,
1733,
1819,
1718,
2083,
1985,
1944,
1713,
1740,
1930,
1516,
1776,
1888,
1781,
1922,
1845,
1616,
1504,
1741,
1474,
1495,
1695,
1688,
1970,
1607,
1655,
1495,
1554,
1646,
1484,
1375,
1505,
1663,
1926,
1878,
1849,
1565,
1382,
1221,
1358,
1942,
1261,
1329,
1313,
1234,
1252,
1357,
1604,
1692,
1403,
1232,
1150,
1064,
1409,
1391,
1279,
1279,
1162,
1311,
1225,
1310,
1189,
1334,
1266,
1308,
1250,
1134,
1145,
1341,
1304,
1210,
1101,
1218,
1159,
1302,
1304,
1199,
1196,
1177,
997,
1005,
1805,
1469,
1111,
1227,
975,
882,
906,
1019,
953,
1007,
1183,
940,
1140,
892,
1129,
1089,
1044,
873,
1016,
1074,
1047,
1172,
1206,
1125,
1172,
1230,
1065,
943,
1258,
2141,
1940,
1747,
1717,
1722,
1597,
1847,
1770,
1661,
1594,
1539,
1386,
1219,
1521,
1573,
1307,
1175,
1162,
1164,
1295,
1667,
1571,
1371,
1332,
1147,
1180,
1069,
1185,
1151,
1304,
1874,
1824,
1116,
1100,
1187,
1270,
1144,
1039,
1128,
1035,
938,
1271,
1817,
2525,
2029,
1639,
1529,
1234,
1512,
1474,
1535,
1538,
1416,
1269,
1284,
1578,
1569,
1477,
1708,
1449,
1172,
1338,
5327,
5002,
2871,
2573,
2516,
1995,
1695,
2036,
2118,
1913,
1642,
1516,
1363,
1432,
1677,
1736,
1653,
1521,
1567,
1414,
1522,
8554,
6542,
5261,
6050,
5220,
4634,
4171,
5799,
3975,
3567,
3224,
2973,
2773,
2501,
3514,
3127,
2539,
2504,
2427,
2226,
1802,
2312,
2224,
2012,
1896,
1807,
1648,
1511,
1772,
1678,
1476,
1394,
1524,
1437,
1299,
1809,
1679,
1364,
1394,
1589,
1332,
1388,
1550,
1894,
2935,
4594,
2290,
1646,
1472,
1750,
1787,
1636,
1796,
1566,
1291,
1423,
1605,
1988,
1726,
1458,
1403,
1345,
1194,
1252,
1436,
1470,
1263,
1350,
1393,
1153,
1417,
1548,
1485,
1551,
1373,
1297,
1188,
1518,
1522,
1369,
1377,
1422,
1216,
1124,
1361,
1218,
1366,
1344,
1129,
1245,
1161,
1374,
1374,
1403,
1462,
1311,
1191,
1187,
3056,
2295,
2135,
1645,
1716,
1611,
1743,
1692,
2004,
2318,
47294,
31538,
13931,
8578,
8130,
5478,
4601,
3705,
3297,
2780,
2448,
2640,
2363,
2925,
2885,
3031,
2454,
2027,
2366,
2060,
1463,
2028,
1887,
5588,
7177,
7549,
5659,
5287,
4898,
4156,
3895,
3902,
5234,
4511,
8531
] |
[
8293,
5795,
4735,
4020,
5130,
12526,
13625,
9839,
7639,
6552,
5851,
7476,
5782,
6313,
6202,
6779,
6211,
5109,
7369,
8434,
9246,
9605,
9970,
9063,
10601,
18084,
13918,
19326,
35477,
58580,
68338,
61846,
84229,
77627,
68582,
59741,
50603,
40280,
37439,
57114,
53971,
46848,
42855,
36434,
33554,
34905,
44791,
34719,
30516,
26815,
24747,
22615,
23592,
34102,
28542,
22024,
17945,
17387,
18064,
15670,
17948,
15281,
14675,
12549,
13134,
12255,
11092,
13851,
12239,
10722,
10202,
9972,
9956,
10063,
10547,
8919,
7503,
6945,
6950,
7076,
6824,
6774,
5985,
5781,
5747,
5585,
5797,
6414,
6469,
5556,
5172,
4859,
4645,
4796,
4793,
4893
] |
[
"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: 6513.18%",
"予測される変化率: [カラム_0] 予測される変化率: -41.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.14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4番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 6513.18%",
"Forecasted change rate: [column_0] Forecasted change rate: -41.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.14 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 4 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 64 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 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 64."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
6,
4,
21,
4,
6,
3,
7,
6,
5,
8,
16,
9,
5,
8,
9,
8,
17,
24,
6,
11,
4,
14,
25,
13,
8,
4,
41,
14,
10,
3,
1,
22,
6,
6,
1,
6,
2,
4,
5,
6,
2,
4,
6,
2,
5,
4,
8,
23,
40,
5,
4,
8,
4,
11,
7,
7,
6,
8,
17,
19,
15,
10,
3,
9,
5,
4,
8,
5,
8,
10,
4,
3,
4,
6,
2,
5,
7,
11,
14,
8,
8,
11,
8,
14,
7,
6,
9,
6,
6,
11,
10,
9,
8,
5,
9,
12,
9,
6,
8,
9,
8,
7,
7,
4,
14,
6,
10,
7,
6,
21,
6,
23,
16,
14,
12,
13,
8,
10,
5,
20,
13,
9,
7,
5,
2,
6,
6,
14,
9,
33,
12,
10,
6,
23,
11,
14,
7,
9,
13,
4,
8,
10,
11,
10,
9,
9,
8,
15,
10,
8,
8,
7,
24,
7,
295,
11,
15,
8,
11,
344,
6,
4,
23,
13,
6,
9,
8,
8,
11,
8,
15,
19,
16,
11,
17,
21,
18,
15,
17,
13,
16,
19,
8,
13,
9,
21,
17,
19,
13,
15,
8,
19,
13,
21,
16,
10,
9,
10,
16,
17,
14,
29,
29,
10,
12,
6,
9,
8,
15,
13,
12,
14,
19,
10,
12,
11,
12,
7,
6,
11,
7,
9,
8,
8,
10,
11,
4,
8,
6,
3,
7,
22,
10,
5,
10,
8,
11,
8,
14,
9,
6,
8,
10,
23,
16,
13,
16,
9,
23,
11,
16,
6,
7,
8,
8,
11,
16,
9,
12,
7,
12,
14,
11,
13,
11,
9,
8,
11,
12,
12,
17,
12,
14,
13,
11,
17,
16,
12,
14,
14,
8,
6,
14,
6,
13,
9,
8,
5,
8,
4,
9,
8,
10,
9,
11,
34,
28,
12,
5,
4,
12,
9,
10,
8,
4,
12,
10,
6,
8,
14,
8,
12,
10,
14,
11,
11,
13,
8,
12,
10,
24,
14,
9,
5,
17,
34,
14,
12,
11,
13,
7,
15,
12,
12,
9,
10,
13,
9,
5,
10,
16,
17,
13,
20,
7,
14,
8,
13,
12,
12,
8,
11,
7,
8,
14,
13,
11,
11,
17,
12,
10,
9,
8,
7,
14,
73,
8,
9,
21,
10,
10,
10,
22,
18,
20,
26,
15,
13,
14,
35,
51,
21,
40,
34,
31,
18,
20,
18,
18,
16,
36,
29,
24,
35,
39,
37,
37,
22,
19,
31,
25,
29,
25,
20,
39,
19,
31,
20,
20,
21,
30,
21,
22,
13,
14,
10,
19,
27,
15,
12,
12,
7,
27,
18,
7,
10,
14,
18,
20,
10,
12,
14,
14,
21,
29,
19,
8,
26,
10,
23,
12,
13,
18,
10,
23,
12,
17,
19,
27,
21,
16,
13,
11,
11,
17,
23,
6,
40,
16,
22,
9,
33,
22,
32,
15,
25,
8,
9,
14,
9,
19,
9,
11,
17,
10,
61,
14,
29,
25,
18,
29,
35,
33,
12,
22,
22,
9,
19,
9,
4,
15,
60,
12,
22,
17,
24,
12,
10,
39,
8,
8,
36,
7,
19,
18,
7,
22,
9,
19,
6,
3,
8
] |
[
5,
11,
8,
7,
35,
16,
59,
13,
11,
13,
22,
12,
12,
9,
20,
10,
10,
6,
23,
21,
7,
25,
23,
10,
26,
12,
175,
14,
15,
10,
15,
12,
3,
12,
12,
10,
13,
8,
8,
12,
5,
12,
12,
17,
32,
8,
15,
15,
11,
80,
7,
10,
21,
15,
18,
53,
14,
6,
10,
12,
11,
15,
11,
13,
9,
23,
7,
23,
8,
12,
13,
17,
9,
13,
13,
14,
14,
8,
12,
9,
8,
15,
10,
16,
14,
14,
10,
74,
16,
14,
18,
12,
20,
24,
16,
19
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"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: 280.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.39倍)",
"トレンド: [カラム_0] トレンドの強化: 横ばいの傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: stable",
"Historical change rate: [column_0] Historical change rate: 33.33%",
"Forecasted change rate: [column_0] Forecasted change rate: 280.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.39 times the mean)",
"Trend: [column_0] Trend intensification: stable trend strengthens",
"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] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 52 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 86 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 52.",
"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 |
[
0,
2,
1,
2,
0,
1,
0,
2,
3,
4,
2,
1,
2,
4,
5,
3,
1,
2,
3,
0,
5,
3,
4,
2,
3,
1,
1,
1,
2,
2,
3,
2,
3,
2,
2,
1,
1,
3,
5,
2,
3,
1,
4,
3,
4,
2,
0,
2,
0,
3,
4,
2,
1,
2,
1,
2,
4,
4,
2,
3,
3,
2,
2,
1,
1,
3,
1,
1,
5,
1,
2,
1,
2,
1,
3,
3,
6,
4,
2,
3,
1,
2,
2,
1,
1,
2,
1,
6,
2,
3,
5,
1,
3,
5,
3,
0,
4,
1,
2,
1,
2,
2,
1,
3,
4,
3,
1,
1,
2,
5,
1,
3,
2,
3,
4,
1,
5,
3,
1,
2,
1,
2,
3,
0,
3,
1,
1,
5,
4,
2,
6,
3,
1,
2,
2,
6,
20,
2,
4,
5,
5,
2,
2,
6,
4,
5,
3,
2,
2,
1,
6,
5,
1,
4,
4,
4,
5,
5,
0,
3,
3,
2,
2,
0,
3,
2,
5,
4,
5,
2,
1,
7,
2,
2,
4,
5,
5,
5,
8,
10,
12,
4,
7,
8,
21,
8,
13,
5,
7,
4,
4,
3,
8,
6,
7,
5,
3,
2,
4,
7,
3,
1,
2,
4,
4,
3,
5,
1,
6,
6,
1,
2,
3,
6,
5,
2,
1,
4,
4,
4,
8,
2,
3,
4,
4,
1,
3,
4,
3,
3,
5,
5,
14,
4,
6,
4,
4,
3,
3,
2,
2,
3,
7,
9,
8,
4,
1,
4,
5,
5,
5,
1,
1,
1,
4,
5,
5,
2,
5,
3,
2,
2,
7,
5,
3,
8,
0,
2,
5,
6,
4,
2,
2,
0,
3,
4,
6,
6,
3,
1,
4,
6,
9,
7,
2,
6,
5,
3,
3,
2,
2,
5,
6,
2,
4,
5,
2,
6,
7,
5,
4,
2,
1,
5,
6,
2,
4,
3,
2,
1,
4,
2,
2,
4,
6,
3,
5,
2,
9,
2,
2,
4,
2,
2,
2,
4,
0,
1,
4,
1,
2,
2,
3,
1,
1,
6,
3,
3,
2,
5,
1,
1,
4,
3,
4,
3,
4,
4,
3,
2,
2,
3,
1,
2,
3,
6,
1,
3,
4,
1,
7,
4,
3,
1,
2,
2,
1,
3,
2,
5,
4,
4,
2,
7,
3,
2,
2,
4,
2,
1,
2,
7,
3,
1,
2,
3,
1,
0,
6,
3,
1,
2,
2,
0,
6,
3,
3,
2,
0,
5,
1,
1,
6,
2,
1,
3,
3,
3,
1,
6,
1,
3,
1,
3,
4,
6,
5,
1,
3,
3,
2,
3,
5,
4,
3,
0,
4,
1,
2,
0,
4,
2,
2,
3,
3,
1,
4,
3,
1,
5,
6,
3,
3,
10,
4,
3,
8,
0,
1,
9,
5,
7,
3,
4,
0,
2,
0,
7,
5,
0,
2,
3,
8,
16,
20,
2,
3,
2,
4,
2,
3,
3,
7,
2,
6,
5,
2,
2,
11,
3,
2,
2,
2,
2,
2,
1,
4,
8,
2,
3,
3,
4,
3,
8,
1,
2,
1,
3,
1,
3,
4,
2,
5,
2,
3,
1,
1,
6,
5,
4,
2,
3
] |
[
5,
2,
3,
0,
8,
2,
4,
1,
2,
6,
4,
2,
1,
0,
1,
2,
6,
4,
3,
7,
2,
4,
14,
9,
6,
6,
6,
3,
7,
4,
3,
2,
3,
1,
11,
9,
0,
4,
3,
12,
25,
1,
1,
2,
2,
2,
5,
3,
2,
1,
3,
5,
3,
2,
1,
1,
4,
4,
4,
7,
1,
3,
3,
3,
1,
5,
3,
1,
0,
4,
3,
1,
4,
3,
2,
5,
4,
0,
3,
2,
1,
2,
5,
2,
0,
1,
8,
1,
1,
4,
9,
9,
10,
12,
5,
5
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 横ばい",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 横ばい",
"過去の変化率: [カラム_0] 過去の変化率: 50.00%",
"予測される変化率: [カラム_0] 予測される変化率: 0.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.81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: 45個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 下降から上昇への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: 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: 0.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.81 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 45",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 96 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
1163,
1149,
1191,
1109,
1148,
1109,
1225,
1229,
1890,
1188,
1236,
1847,
1339,
1836,
1255,
1066,
1551,
1167,
9511,
2020,
1133,
1064,
960,
1103,
930,
1282,
1490,
1205,
1068,
870,
993,
921,
1025,
792,
1429,
1739,
1404,
1205,
1653,
1341,
1147,
1204,
1087,
1066,
1091,
1015,
1227,
1121,
1396,
1161,
1058,
1014,
1004,
1050,
1149,
1465,
1185,
976,
1395,
1326,
1246,
1524,
1049,
1106,
986,
891,
912,
876,
925,
1068,
1063,
1029,
1005,
993,
1323,
1236,
1165,
2173,
1169,
1224,
1206,
1509,
1286,
1334,
1334,
1574,
1255,
1143,
1243,
1272,
1257,
1631,
1437,
1314,
1692,
1669,
1531,
1384,
1417,
1267,
3119,
1651,
11900,
9164,
3892,
2944,
1672,
2270,
1663,
3705,
1921,
1390,
1482,
1691,
1410,
1855,
1553,
1325,
1611,
1273,
1233,
1262,
1171,
1211,
1191,
1583,
1329,
1226,
1345,
1575,
1419,
2670,
1235,
1240,
1492,
1450,
1010,
1247,
1519,
1165,
1137,
4201,
4291,
1795,
1179,
1190,
1192,
1187,
1285,
1972,
1078,
1426,
1209,
1295,
1596,
1205,
1133,
977,
1008,
1075,
1049,
1223,
2659,
3765,
1445,
1577,
1652,
1566,
1461,
1182,
1052,
1037,
1000,
964,
930,
992,
985,
965,
1071,
1069,
991,
1026,
949,
893,
891,
1157,
995,
1060,
1351,
1208,
1118,
1071,
961,
1023,
1125,
977,
1082,
1993,
1445,
1250,
1148,
1189,
1452,
1504,
1186,
1157,
1032,
1341,
1124,
1097,
1007,
1020,
1371,
1488,
1144,
1225,
1186,
1273,
1216,
1026,
1037,
1054,
1576,
1572,
1164,
1398,
1118,
1051,
1731,
1087,
1241,
1273,
1194,
1040,
1129,
1121,
1215,
1556,
1328,
1409,
1206,
1049,
1158,
1216,
1163,
1151,
1529,
1153,
1191,
1165,
1199,
1143,
1110,
1165,
1202,
1102,
1424,
2622,
1240,
1323,
2820,
2095,
1140,
1542,
1657,
1528,
1987,
1655,
1608,
1422,
1193,
1304,
1622,
1227,
1143,
1168,
1192,
1444,
1855,
1567,
1600,
1400,
1211,
1054,
1352,
1253,
1394,
1550,
3736,
2118,
1070,
1386,
2462,
1710,
1035,
1130,
1151,
1050,
1504,
7871,
3544,
1245,
1761,
1738,
1519,
1476,
1382,
1367,
1339,
1345,
1262,
1174,
1254,
1564,
1289,
1261,
1242,
1482,
1272,
1297,
1660,
1640,
1485,
1602,
1250,
1176,
1141,
1415,
1288,
1077,
1377,
1532,
1069,
1076,
3288,
1583,
1336,
1276,
1145,
1137,
1064,
1379,
1714,
1419,
1136,
1273,
1212,
1179,
1101,
2256,
3058,
1805,
1308,
1120,
1338,
1172,
1420,
1195,
1098,
895,
1664,
1230,
1074,
985,
1323,
1156,
1187,
1031,
1044,
1063,
1040,
1004,
1042,
948,
887,
894,
1122,
1317,
4925,
3838,
1820,
1280,
1129,
1120,
1111,
1028,
989,
2576,
1556,
1169,
1248,
1190,
3134,
1996,
1591,
1573,
1565,
1338,
1272,
1365,
1312,
1144,
1050,
1427,
1226,
1181,
1324,
2290,
3367,
2117,
1793,
1559,
1511,
1369,
1331,
1263,
1257,
1321,
1573,
1363,
1594,
1391,
1200,
1204,
1303,
1378,
1161,
1167,
1247,
1618,
1738,
1420,
1242,
1240,
1573,
1273,
2110,
1232,
1260,
1358,
1516,
1268,
1403,
1271,
1297,
1100,
1229,
1234,
1212,
1212,
1118,
1078,
1280,
1288,
1259,
1220,
1273,
2751,
1324,
1245,
1462,
1381,
2896,
1526,
1171,
1170,
1212,
1513,
1698,
1417,
1275,
1094,
1160,
51494,
12664,
1852,
1832,
1604,
1359,
1376,
1528,
1403,
1271,
1302,
1240,
1228,
981,
1072,
1226,
1167,
1196,
1158,
1185,
1055,
1108,
1204,
1196,
911,
1151,
1040,
1171,
1275,
1329,
2197,
1393,
1387,
1879,
1158,
1182,
1295,
1134,
1197
] |
[
1247,
1099,
1096,
1124,
1223,
1208,
1248,
1171,
1251,
1101,
1168,
1394,
13356,
13308,
1511,
1227,
1700,
1277,
1280,
1571,
1183,
1200,
1396,
1149,
1746,
1794,
1720,
1501,
1686,
1479,
1510,
8144,
1567,
1619,
1510,
1805,
1596,
1609,
1401,
1748,
1697,
1875,
1746,
1679,
1477,
1505,
1595,
1496,
1593,
1677,
1652,
1322,
1611,
1783,
1680,
1551,
1464,
1386,
1117,
1256,
1422,
1414,
1309,
1282,
1157,
1133,
1366,
1390,
1391,
1460,
1295,
1241,
1176,
1543,
2713,
39835,
1716,
1487,
1475,
1257,
2266,
2150,
1580,
3441,
4091,
1641,
1538,
1474,
1425,
1533,
2053,
2040,
1759,
1824,
1773,
1648
] |
[
"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: 2.92%",
"予測される変化率: [カラム_0] 予測される変化率: 32.16%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.68倍)",
"トレンド: [カラム_0] トレンドの強化: 上昇傾向の傾向が強まる",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 51個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 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: 2.92%",
"Forecasted change rate: [column_0] Forecasted change rate: 32.16%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.68 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 51",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from 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 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 74 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 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 74."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
343,
311,
251,
241,
272,
336,
331,
346,
326,
299,
224,
257,
330,
339,
365,
332,
338,
217,
265,
318,
397,
302,
253,
268,
213,
279,
292,
274,
281,
246,
229,
197,
219,
301,
266,
301,
316,
320,
260,
265,
316,
344,
339,
310,
241,
226,
271,
314,
341,
288,
281,
278,
226,
291,
369,
395,
342,
321,
385,
243,
252,
350,
346,
335,
375,
273,
279,
317,
413,
410,
373,
385,
366,
253,
311,
407,
450,
375,
309,
332,
263,
308,
379,
402,
338,
386,
368,
286,
304,
322,
409,
349,
335,
341,
289,
321,
390,
414,
337,
317,
346,
308,
327,
401,
398,
373,
395,
360,
317,
379,
413,
343,
381,
329,
370,
299,
303,
318,
385,
359,
398,
379,
277,
310,
368,
365,
348,
374,
334,
333,
311,
360,
383,
326,
391,
400,
304,
391,
390,
406,
379,
451,
433,
306,
376,
448,
472,
376,
505,
329,
253,
325,
429,
458,
441,
463,
427,
302,
356,
524,
560,
384,
408,
408,
266,
342,
382,
499,
388,
434,
372,
256,
291,
432,
349,
289,
178,
205,
241,
275,
302,
319,
295,
227,
282,
308,
360,
451,
404,
344,
391,
475,
307,
396,
461,
457,
447,
401,
406,
368,
386,
436,
410,
408,
407,
411,
297,
360,
399,
459,
392,
380,
388,
321,
368,
379,
368,
364,
346,
366,
304,
351,
396,
383,
382,
395,
347,
315,
355,
387,
390,
390,
455,
436,
281,
334,
397,
380,
1342,
1322,
408,
333,
1008,
447,
438,
396,
399,
407,
371,
396,
401,
495,
379,
393,
353,
291,
325,
356,
378,
373,
427,
335,
286,
298,
414,
424,
395,
430,
255,
296,
249,
310,
395,
352,
387,
338,
250,
314,
389,
337,
546,
395,
354,
385,
346,
332,
325,
332,
318,
303,
294,
343,
372,
302,
335,
349,
377,
285,
331,
348,
378,
431,
374,
304,
241,
276,
342,
341,
384,
461,
398,
264,
319,
387,
390,
324,
361,
382,
230,
294,
351,
378,
356,
322,
287,
334,
345,
365,
380,
313,
271,
288,
280,
223,
261,
343,
323,
398,
320,
275,
356,
352,
359,
286,
314,
280,
204,
230,
300,
330,
298,
277,
272,
229,
264,
312,
299,
364,
370,
271,
184,
275,
290,
356,
342,
279,
242,
221,
263,
299,
270,
274,
296,
279,
269,
263,
301,
299,
296,
353,
302,
254,
297,
362,
312,
310,
292,
285,
666,
230,
331,
284,
261,
241,
264,
210,
276,
263,
305,
328,
280,
324,
257,
218,
311,
308,
307,
297,
280,
247,
212,
277,
327,
298,
341,
330,
260,
265,
311,
424,
335,
307,
328,
248,
338,
277,
366,
326,
331,
296,
387,
322,
404,
344,
364,
336,
286,
242,
293,
293,
315,
318,
385,
268,
283,
263,
329,
296,
323,
296,
286,
418,
275,
387,
371,
412,
349,
301,
352,
294,
326,
304,
291,
364,
301,
305,
338,
367,
326,
388,
351,
275,
233,
285,
352,
356,
316,
293,
354,
245,
279,
440,
327,
358,
324,
368,
248,
339,
309,
339,
356,
350,
332,
244,
324,
379,
316,
310,
299,
253,
306,
323,
366,
336,
371,
405,
287,
277,
251,
382,
324,
395
] |
[
467,
341,
271,
297,
572,
421,
407,
438,
298,
221,
312,
360,
333,
382,
388,
390,
247,
283,
373,
398,
480,
376,
346,
248,
309,
345,
357,
362,
282,
254,
198,
254,
253,
310,
307,
325,
302,
240,
232,
457,
466,
636,
444,
246,
314,
333,
479,
455,
483,
413,
403,
347,
310,
380,
406,
425,
440,
365,
270,
290,
376,
394,
436,
322,
317,
346,
324,
461,
392,
375,
406,
323,
245,
310,
331,
336,
416,
356,
297,
288,
324,
360,
319,
365,
344,
326,
279,
305,
352,
348,
327,
292,
303,
238,
294,
314
] |
[
"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: 15.16%",
"予測される変化率: [カラム_0] 予測される変化率: -32.76%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.26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: 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: stable",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 15.16%",
"Forecasted change rate: [column_0] Forecasted change rate: -32.76%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.26 times the mean)",
"Trend: [column_0] Trend change: from stable 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 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 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 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 96."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
40,
40,
13,
10,
27,
29,
19,
25,
57,
38,
13,
25,
29,
20,
19,
23,
29,
19,
19,
37,
23,
16,
24,
34,
22,
25,
35,
33,
26,
31,
21,
19,
22,
30,
29,
23,
24,
13,
25,
17,
18,
34,
34,
30,
24,
25,
35,
25,
40,
22,
28,
20,
14,
19,
24,
28,
30,
38,
23,
18,
15,
16,
25,
23,
22,
28,
18,
25,
28,
11,
31,
15,
21,
15,
26,
22,
30,
26,
26,
21,
24,
17,
18,
24,
16,
25,
24,
22,
17,
34,
24,
24,
35,
17,
19,
28,
27,
49,
41,
34,
36,
26,
26,
28,
30,
24,
32,
18,
24,
46,
26,
22,
25,
25,
16,
17,
31,
32,
29,
22,
30,
40,
35,
40,
33,
35,
42,
42,
20,
16,
15,
36,
20,
37,
47,
22,
19,
25,
28,
22,
27,
27,
32,
34,
17,
26,
26,
37,
41,
25,
25,
33,
29,
33,
29,
23,
22,
23,
16,
22,
30,
15,
38,
21,
25,
19,
18,
38,
28,
37,
22,
21,
17,
30,
36,
17,
14,
26,
25,
33,
20,
36,
20,
18,
20,
34,
20,
36,
44,
26,
47,
23,
36,
32,
25,
52,
38,
31,
39,
26,
21,
37,
37,
29,
36,
30,
21,
32,
23,
45,
25,
33,
36,
20,
26,
26,
28,
26,
20,
23,
25,
25,
29,
32,
25,
31,
35,
23,
26,
26,
33,
24,
26,
22,
25,
36,
25,
32,
26,
25,
25,
25,
25,
29,
29,
22,
28,
30,
10,
34,
31,
23,
29,
28,
17,
12,
16,
28,
34,
28,
15,
29,
29,
29,
21,
27,
42,
17,
22,
22,
30,
34,
60,
51,
20,
29,
30,
27,
15,
32,
27,
31,
32,
17,
30,
26,
40,
36,
27,
19,
14,
41,
17,
28,
35,
22,
33,
17,
27,
39,
33,
21,
26,
28,
21,
18,
18,
20,
30,
28,
86,
19,
28,
35,
28,
29,
47,
17,
13,
20,
32,
24,
20,
33,
19,
25,
25,
41,
35,
25,
23,
32,
18,
2318,
39053,
13708,
4945,
1926,
1022,
796,
1017,
914,
1052,
627,
433,
166,
183,
217,
213,
207,
172,
194,
103,
99,
135,
123,
129,
112,
92,
114,
93,
82,
115,
92,
176,
100,
59,
69,
73,
186,
118,
70,
71,
150,
51,
85,
72,
69,
109,
101,
96,
37,
45,
59,
51,
54,
86,
61,
25,
36,
56,
55,
49,
41,
50,
43,
63,
46,
53,
34,
42,
47,
28,
28,
56,
48,
54,
36,
44,
30,
54,
58,
37,
40,
47,
30,
34,
27,
37,
94,
56,
54,
78,
57,
38,
140,
37,
39,
35,
37,
31,
33,
38,
62,
29,
29,
25,
28,
30,
96,
59,
49,
52,
40,
35,
34,
30,
34,
42,
35,
46,
23,
35,
32,
37,
41,
37,
44,
23,
27,
41,
35,
77,
33,
40,
48,
43,
147,
36,
37,
38,
28,
34,
39,
26,
36,
37,
29,
30,
20,
16,
36,
28,
26,
38,
31,
18,
22,
35,
34,
21,
28,
25,
23,
38,
23,
56,
31,
48,
37,
30,
38,
26,
29,
32,
18,
19,
17,
25,
49,
28,
41
] |
[
29,
34,
259,
238,
42,
80,
38,
34,
25,
21,
1915,
128,
64,
43,
36,
50,
30,
57,
34,
32,
43,
82,
91,
26,
25,
104,
43,
33,
52,
34,
10,
68,
43,
64,
351,
146,
157,
51,
64,
76,
41,
58,
47,
112,
38,
108,
59,
53,
49,
48,
34,
29,
20,
40,
111,
41,
39,
46,
24,
28,
28,
38,
16,
50,
21,
24,
24,
35,
32,
105,
102,
39,
39,
37,
39,
26,
41,
33,
35,
26,
43,
34,
41,
33,
38,
94,
27,
30,
60,
35,
35,
42,
36,
39,
45,
39
] |
[
"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: 2.50%",
"予測される変化率: [カラム_0] 予測される変化率: 34.48%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の10.98倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 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: 2.50%",
"Forecasted change rate: [column_0] Forecasted change rate: 34.48%",
"Volatility: [column_0] Volatility: high (standard deviation is 10.98 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 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 shows a clear upward 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 |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
137,
46,
40,
41,
21,
25,
46,
20,
24,
36,
21,
49,
40,
43,
49,
34,
44,
39,
33,
34,
36,
43,
36,
33,
57,
38,
62,
57,
37,
30,
32,
47,
47,
106,
107,
63,
37,
53,
50,
58,
59,
50,
94,
242,
362,
154,
151,
100,
67,
85,
82,
77,
65,
203,
87,
66,
201,
104,
73,
79,
78,
65,
46,
55,
45,
67,
75,
55,
49,
45,
48,
52,
36,
84,
57,
41,
52,
33,
48,
31,
36,
25,
32,
18,
35,
23,
33,
33,
41,
34,
19,
31,
33,
49,
31,
43,
42,
25,
31,
12,
28,
13,
23,
21,
42,
31,
22,
23,
74,
41,
39,
42,
42,
27,
30,
33,
40,
53,
46,
63,
31,
59,
41,
38,
41,
46,
36,
24,
46,
57,
38,
25,
39,
38,
15,
42,
44,
45,
63,
49,
41,
45,
57,
52,
57,
60,
45,
42,
85,
109,
206,
175,
107,
59,
60,
46,
68,
45,
43,
36,
26,
58,
42,
40,
33,
42,
48,
46,
46,
61,
59,
67,
66,
70,
84,
241,
201,
154,
130,
119,
150,
132,
199,
158,
154,
158,
116,
478,
370,
257,
186,
247,
248,
169,
216,
191,
193,
161,
158,
206,
130,
147,
168,
168,
184,
167,
135,
137,
179,
160,
186,
234,
137,
277,
161,
151,
137,
320,
363,
263,
247,
313,
235,
449,
320,
258,
202,
222,
224,
279,
290,
362,
585,
288,
249,
329,
406,
424,
295,
436,
337,
320,
463,
849,
1040,
989,
1262,
1398,
1325,
1746,
1314,
1140,
1018,
1405,
1285,
1149,
852,
551,
511,
882,
436,
410,
515,
407,
337,
378,
324,
302,
295,
446,
330,
409,
404,
343,
291,
382,
365,
263,
217,
152,
313,
174,
238,
256,
225,
286,
187,
128,
131,
209,
156,
133,
133,
156,
146,
143,
183,
200,
160,
175,
186,
128,
132,
161,
146,
130,
121,
171,
119,
177,
215,
164,
150,
150,
111,
142,
153,
176,
166,
115,
136,
119,
117,
130,
166,
202,
146,
162,
130,
121,
110,
135,
134,
130,
146,
133,
119,
121,
134,
108,
116,
153,
97
] |
[
101,
99,
100,
188,
93,
97,
114,
130,
106,
108,
116,
84,
137,
94,
109,
112,
121,
99,
90,
92,
100,
95,
121,
166,
173,
137,
119,
136,
122,
126,
143,
134,
113,
156,
188,
301,
1681,
2219,
4069,
4477,
3418,
1927,
1610,
1102,
839,
701,
516,
442,
438,
335,
431,
620,
567,
410,
457,
342,
367,
421,
501,
605,
449,
369,
323,
626,
1190,
1353,
1272,
1437,
824,
731,
615,
441,
429,
325,
286,
222,
246,
201,
216,
291,
267,
172,
158,
160,
202,
185,
271,
240,
181,
179,
138,
150,
130,
251,
1044,
331
] |
[
"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: -29.20%",
"予測される変化率: [カラム_0] 予測される変化率: 227.72%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.14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: 43個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -29.20%",
"Forecasted change rate: [column_0] Forecasted change rate: 227.72%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.14 times the mean)",
"Trend: [column_0] Trend intensification: upward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 43",
"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 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 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 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 |
[
38,
25,
21,
113,
14,
10,
5,
10,
10,
38,
35,
9,
11,
13,
14,
12,
12,
5,
15,
21,
15,
33,
16,
13,
14,
9,
21,
24,
25,
16,
9,
12,
16,
18,
43,
24,
22,
67,
30,
27,
22,
64,
12,
81,
9,
17,
20,
14,
27,
19,
32,
17,
12,
16,
20,
29,
51,
32,
27,
16,
23,
22,
10,
32,
33,
4,
12,
16,
15,
15,
56,
16,
14,
23,
19,
12,
25,
15,
33,
48,
354,
38,
83,
149,
110,
23,
122,
95,
30,
22,
20,
137,
9,
17,
40,
36,
11,
22,
109,
21,
19,
22,
141,
43,
54,
48,
118,
31,
19,
10,
12,
22,
14,
13,
46,
28,
36,
17,
76,
29,
41,
93,
36,
43,
29,
67,
46,
43,
24,
17,
53,
23,
46,
47,
25,
37,
62,
58,
40,
53,
49,
98,
87,
108,
41,
86,
77,
201,
296,
35,
311,
47,
55,
167,
61,
417,
373,
218,
429,
358,
310,
541,
428,
441,
651,
503,
578,
519,
540,
435,
361,
322,
359,
382,
481,
340,
393,
434,
340,
506,
388,
446,
344,
326,
292,
396,
322,
292,
398,
384,
457,
471,
279,
346,
287,
632,
362,
390,
300,
421,
244,
470,
508,
807,
1955,
808,
556,
197,
172,
105,
118,
81,
113,
190,
82,
95,
72,
87,
193,
103,
79,
101,
94,
85,
87,
375,
108,
81,
190,
242,
96,
42,
59,
89,
133,
87,
220,
246,
161,
370,
293,
354,
294,
189,
117,
154,
199,
189,
363,
473,
203,
174,
102,
137,
150,
87,
138,
190,
271,
100,
295,
283,
59,
50,
120,
211,
48,
82,
88,
83,
74,
51,
47,
51,
105,
97,
47,
94,
50,
78,
82,
127,
73,
259,
125,
103,
84,
46,
94,
48,
60,
40,
38,
112,
53,
185,
208,
222,
159,
174,
37,
18,
209,
311,
39,
52,
36,
134,
77,
164,
326,
1178,
1304,
48,
40,
51,
182,
212,
109,
53,
291,
160,
343,
161,
123,
157,
60,
206,
141,
186,
1529,
214,
40,
74,
88,
76,
94,
423,
205,
624,
609,
97,
129,
105,
238,
53,
154,
53,
33,
198,
225,
87,
102,
43,
435,
59,
150,
122,
197,
102,
106,
61,
128,
69,
202,
60,
198,
63,
366,
1422,
307,
292,
369,
80,
199,
42,
195,
280,
138,
93,
163,
150,
212,
108,
36,
55,
139,
553,
464,
69,
519,
106,
18,
23,
54,
65,
39,
21,
534,
1706,
23,
20,
16,
184,
68,
47,
730,
104,
43,
162,
22,
155,
42,
21,
162,
26,
16,
27,
20,
36,
18,
22,
115,
107,
28,
44,
72,
83,
217,
17,
27,
35,
39,
88,
31,
167,
81,
97,
110,
26,
46,
81,
171,
19,
30,
1393,
146,
13,
154,
327,
167,
412,
43,
44,
178,
257,
91,
66,
38,
46,
244,
382,
254,
108,
216,
292,
194,
174,
49,
80,
322,
104,
89,
150,
259,
367,
561,
426,
456,
378,
678,
316,
93,
261,
137,
51,
78,
343,
121,
563,
1817,
306,
209,
38,
25,
1443,
110,
76,
71,
216,
34,
46,
95,
127,
34,
59,
447,
184,
125,
36,
318,
412
] |
[
48,
164,
465,
1004,
45,
271,
145,
326,
461,
575,
51,
282,
183,
100,
201,
44,
190,
282,
82,
69,
33,
127,
85,
270,
84,
48,
346,
180,
205,
307,
391,
201,
423,
59,
65,
56,
381,
349,
476,
69,
239,
187,
244,
109,
29,
236,
224,
188,
17,
73,
29,
152,
29,
290,
155,
34,
46,
106,
84,
43,
45,
136,
194,
138,
68,
234,
428,
66,
70,
30,
75,
59,
85,
358,
122,
406,
189,
62,
39,
168,
59,
51,
96,
33,
36,
117,
53,
48,
258,
326,
41,
58,
197,
170,
707,
21
] |
[
"0"
] |
{
"ja": [
"過去のトレンド: [カラム_0] 過去のトレンド: 上昇傾向",
"予測されるトレンド: [カラム_0] 予測されるトレンド: 下降傾向",
"過去の変化率: [カラム_0] 過去の変化率: 984.21%",
"予測される変化率: [カラム_0] 予測される変化率: -56.25%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.34倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 66個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の1番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: upward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 984.21%",
"Forecasted change rate: [column_0] Forecasted change rate: -56.25%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.34 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 66",
"First turning point: [column_0] First turning point: at data point 1 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 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 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 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 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
24,
18,
15,
7,
7,
14,
18,
23,
10,
26,
17,
15,
14,
10,
20,
18,
168,
18,
13,
11,
16,
17,
12,
14,
4,
10,
10,
14,
6,
12,
10,
10,
7,
11,
18,
12,
9,
14,
6,
15,
30,
24,
14,
13,
18,
9,
10,
20,
24,
13,
12,
8,
7,
59,
7,
17,
37,
31,
14,
10,
17,
17,
14,
17,
28,
15,
15,
13,
28,
19,
24,
11,
18,
19,
15,
21,
18,
21,
29,
7,
13,
9,
14,
10,
7,
17,
10,
14,
10,
14,
17,
19,
29,
17,
14,
4,
16,
17,
13,
15,
7,
2,
11,
17,
18,
21,
29,
12,
13,
18,
35,
18,
18,
18,
16,
30,
17,
15,
27,
11,
12,
7,
13,
17,
17,
14,
14,
23,
8,
7,
13,
9,
12,
19,
10,
11,
14,
4,
9,
17,
21,
22,
27,
10,
13,
19,
19,
11,
16,
16,
10,
13,
20,
22,
17,
44,
19,
16,
4,
16,
19,
21,
11,
24,
19,
9,
17,
23,
20,
16,
12,
15,
8,
10,
16,
16,
20,
16,
9,
9,
10,
14,
15,
15,
16,
15,
26,
11,
11,
22,
9,
9,
61,
13,
19,
16,
20,
28,
5,
4,
8,
15,
20,
15,
30,
8,
18,
11,
22,
10,
14,
20,
12,
8,
4,
13,
20,
33,
22,
13,
21,
8,
21,
11,
19,
17,
22,
12,
7,
16,
17,
42,
21,
13,
10,
5,
13,
34,
29,
32,
20,
15,
22,
6,
25,
16,
25,
14,
48,
10,
15,
9,
13,
12,
22,
14,
13,
11,
13,
113,
90,
67,
84,
18,
57,
83,
43,
34,
37,
25,
25,
18,
69,
28,
60,
174,
50,
34,
94,
39,
26,
26,
92,
78,
23,
18,
40,
25,
27,
34,
17,
13,
12,
18,
15,
10,
33,
21,
7,
16,
15,
16,
18,
29,
12,
7,
12,
19,
20,
11,
34,
9,
23,
28,
17,
19,
26,
19,
17,
19,
13,
21,
12,
7,
30,
18,
22,
17,
15,
12,
8,
23,
25,
16,
19,
17,
13,
12,
14,
11,
10,
25,
11,
23,
14,
17,
12,
7,
24,
30,
10,
21,
13,
8,
22,
9,
18,
20,
17,
17,
14,
16,
24,
105,
133,
67942,
16998,
7443,
2767,
2111,
1271,
1160,
722,
624,
501,
380,
458,
362,
267,
275,
278,
221,
250,
313,
199,
443,
250,
196,
115,
93,
150,
144,
107,
114,
119,
74,
79,
146,
270,
105,
102,
78,
78,
146,
54,
88,
100,
80,
46,
62,
48,
72,
155,
67,
52,
91,
44,
64,
74,
79,
78,
59,
140,
84,
66,
128,
80,
115,
69,
87,
68,
107,
54,
102,
69,
76,
62,
54,
65,
74,
148,
69,
45,
49,
53,
70,
65,
61,
60,
82,
76,
65,
55,
52,
65,
79,
101,
55,
65,
39,
59,
50,
99,
64,
62,
48,
51,
43,
75,
56,
34,
43,
48,
50,
46,
69,
62,
42,
46,
70,
56,
48,
112,
61,
62,
45,
45,
43,
49,
52,
49,
47,
50,
48,
55,
27,
63,
31,
72,
53,
53,
44,
85,
51,
51,
45,
52,
77,
47,
74,
74,
55
] |
[
66,
67,
58,
44,
59,
63,
77,
70,
42,
82,
34,
44,
56,
46,
47,
67,
66,
64,
42,
79,
65,
52,
42,
54,
62,
44,
52,
77,
1728,
317,
69,
67,
75,
54,
45,
50,
99,
38,
50,
43,
42,
44,
60,
49,
44,
52,
48,
43,
45,
39,
50,
64,
28,
51,
41,
46,
40,
39,
106,
39,
86,
55,
90,
43,
33,
46,
37,
39,
59,
34,
40,
30,
44,
49,
46,
26,
47,
49,
53,
33,
38,
33,
41,
28,
36,
45,
64,
77,
65,
51,
59,
36,
49,
31,
34,
48
] |
[
"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: 129.17%",
"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13.48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: 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: 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: 129.17%",
"Forecasted change rate: [column_0] Forecasted change rate: -27.27%",
"Volatility: [column_0] Volatility: high (standard deviation is 13.48 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 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 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 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,
32,
4,
4,
0,
0,
4,
2,
4,
4,
4,
15,
2,
2,
4,
9,
5,
8,
17,
3,
1,
6,
4,
1,
1,
4,
4,
4,
6,
0,
2,
0,
1,
1,
4,
1,
2,
3,
1,
1,
3,
1,
2,
3,
3,
2,
2,
1,
1,
4,
4,
0,
1,
0,
1,
0,
0,
2,
1,
1,
4,
0,
3,
4,
1,
0,
1,
1,
0,
1,
2,
2,
4,
6,
1,
3,
2,
3,
4,
1,
2,
4,
2,
0,
0,
0,
0,
1,
3,
1,
2,
3,
1,
4,
2,
1,
6,
0,
2,
2,
3,
1,
5,
1,
3,
0,
0,
4,
3,
2,
0,
1,
1,
1,
2,
2,
0,
3,
5,
3,
5,
0,
4,
4,
3,
0,
6,
5,
3,
4,
1,
2,
2,
4,
5,
0,
3,
0,
1,
2,
3,
3,
1,
0,
1,
2,
2,
3,
2,
1,
0,
1,
0,
3,
1,
2,
3,
1,
2,
1,
3,
1,
5,
1,
1,
1,
1,
4,
3,
2,
2,
3,
3,
6,
3,
7,
0,
1,
2,
1,
0,
2,
2,
3,
0,
3,
4,
1,
5,
5,
0,
2,
2,
1,
0,
2,
4,
3,
1,
7,
5,
2,
4,
5,
5,
3,
3,
0,
1,
0,
3,
1,
2,
4,
4,
4,
3,
3,
1,
1,
4,
2,
3,
1,
2,
3,
3,
0,
1,
4,
2,
2,
2,
2,
2,
1,
4,
2,
4,
0,
4,
2,
2,
3,
3,
1,
3,
2,
2,
3,
3,
4,
1,
1,
1,
4,
3,
3,
3,
4,
2,
3,
3,
3,
1,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
2,
4,
0,
0,
0,
1,
2,
2,
2,
3,
2,
3,
4,
2,
2,
2,
3,
1,
2,
0,
2,
1,
3,
1,
1,
1,
0,
3,
0,
3,
1,
4,
1,
2,
2,
1,
1,
2,
5,
4,
0,
4,
1,
1,
0,
2,
0,
2,
3,
2,
1,
4,
2,
3,
1,
2,
0,
2,
0,
1,
3,
3,
5,
3,
2,
3,
1,
2,
6,
4,
1,
1,
2,
1,
2,
4,
3,
2,
1,
1,
3,
5,
0,
3,
2,
2,
1,
1,
0,
1,
9,
2,
3,
1,
1,
1,
0,
4,
3,
1,
3,
2,
3,
0,
3,
1,
3,
2,
0,
3,
0,
3,
2,
0,
1,
2,
3,
3,
5,
2,
4,
0,
0,
1,
2,
3,
3,
2,
2,
2,
0,
0,
3,
2,
0,
5,
0,
2,
1,
3,
1,
3,
0,
5,
0,
0,
4,
1,
1,
2,
3,
4,
2,
4,
1,
3,
2,
1
] |
[
1,
3,
2,
0,
3,
2,
0,
2,
4,
2,
1,
0,
2,
4,
3,
1,
5,
1,
2,
0,
0,
0,
2,
2,
3,
2,
2,
2,
2,
0,
4,
0,
0,
2,
0,
2,
2,
8,
6,
3,
3,
1,
1,
0,
4,
5,
0,
1,
4,
1,
1,
4,
0,
0,
0,
0,
0,
1,
3,
1,
1,
0,
1,
4,
4,
3,
2,
3,
2,
1,
3,
0,
3,
4,
2,
0,
1,
1,
0,
2,
2,
0,
1,
0,
0,
0,
3,
4,
0,
0,
1,
3,
2,
6,
5,
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: -96.88%",
"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1.16倍)",
"トレンド: [カラム_0] トレンドの継続: 横ばいの傾向が続く",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 38個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: -96.88%",
"Forecasted change rate: [column_0] Forecasted change rate: 100.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.16 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 38",
"First turning point: [column_0] First turning point: at data point 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 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 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 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 86."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
3,
4,
2,
5,
4,
4,
8,
3,
1,
1,
7,
2,
2,
4,
8,
8,
5,
4,
4,
1,
3,
8,
10,
0,
5,
5,
3,
2,
4,
6,
6,
2,
4,
1,
8,
3,
3,
2,
10,
15,
5,
2,
4,
6,
6,
3,
6,
6,
0,
12,
11,
3,
7,
8,
4,
3,
4,
7,
6,
5,
2,
4,
6,
3,
7,
3,
3,
6,
4,
5,
9,
7,
9,
8,
9,
9,
8,
3,
17,
3,
6,
10,
5,
4,
4,
6,
4,
2,
3,
8,
4,
19,
4,
7,
4,
8,
5,
4,
6,
4,
6,
8,
18,
4,
6,
10,
13,
6,
2,
7,
6,
7,
11,
9,
8,
10,
14,
8,
16,
8,
5,
4,
7,
5,
8,
9,
4,
9,
7,
7,
10,
15,
10,
5,
7,
8,
4,
12,
11,
15,
19,
9,
11,
11,
19,
8,
12,
11,
8,
7,
4,
15,
13,
13,
10,
20,
10,
16,
20,
20,
13,
26,
11,
21,
18,
24,
16,
15,
18,
12,
28,
20,
17,
30,
58,
25,
30,
31,
27,
20,
20,
38,
33,
36,
53,
46,
68,
57,
58,
57,
76,
90,
88,
123,
117,
138,
170,
238,
311,
1629,
10273,
1687,
427,
190,
90,
62,
68,
68,
54,
27,
37,
28,
29,
37,
40,
21,
19,
20,
34,
31,
26,
31,
22,
18,
9,
11,
16,
18,
31,
30,
14,
12,
13,
11,
14,
21,
12,
20,
5,
3,
4,
5,
11,
14,
7,
8,
12,
6,
12,
10,
16,
4,
19,
7,
5,
12,
7,
8,
10,
7,
4,
7,
12,
2,
8,
4,
4,
2,
8,
10,
3,
8,
7,
7,
6,
6,
7,
10,
11,
8,
4,
11,
7,
3,
7,
5,
6,
6,
9,
6,
5,
7,
8,
3,
3,
11,
11,
12,
12,
8,
6,
10,
5,
5,
5,
8,
1,
3,
3,
7,
7,
5,
8,
4,
7,
5,
10,
4,
16,
1,
8,
4,
2,
3,
4,
7,
8,
10,
8,
9,
3,
6,
7,
10,
4,
4,
6,
3,
4,
3,
3,
10,
4,
5,
4,
7,
5,
7,
3,
8,
3,
3,
5,
7,
12,
6,
4,
12,
2,
5,
0,
4,
1,
11,
6,
2,
7,
3,
9,
5,
9,
1,
8,
5,
2,
2,
5,
8,
9,
11,
2,
5,
7,
11,
8,
10,
9,
9,
10,
6,
6,
13,
7,
6,
3,
1,
8,
5,
3,
4,
2,
4,
7,
11,
8,
4,
5,
10,
12,
8,
4,
4,
6,
14,
11,
6,
0,
12,
7,
5,
8,
9,
3,
4,
11,
7,
8,
5,
2,
14,
9,
3,
16,
3,
14,
3,
5,
6,
7,
7,
6,
16,
24,
25,
4,
8,
14,
4,
8,
8,
2,
7,
4,
14,
5,
5,
6,
13,
7,
4,
4,
8,
5,
6,
12,
4,
5,
5,
13,
9,
13,
9,
12,
11,
7,
11,
16,
7,
15,
8,
6,
15,
10,
4,
8,
10,
7,
11,
17,
8,
15,
12,
9,
9,
13,
20,
5,
9,
7,
17,
15,
17,
12,
15,
14,
10,
10,
9,
19,
39,
65,
140
] |
[
104,
32,
44,
20,
34,
29,
32,
21,
22,
18,
39,
48,
47,
29,
40,
29,
20,
24,
16,
40,
22,
37,
20,
48,
42,
48,
37,
60,
46,
49,
40,
39,
58,
105,
120,
124,
116,
100,
166,
223,
353,
2143,
9233,
1648,
454,
206,
127,
94,
69,
46,
46,
39,
53,
38,
48,
31,
38,
40,
31,
27,
36,
26,
35,
23,
29,
52,
24,
27,
13,
18,
24,
24,
60,
21,
13,
15,
5,
18,
18,
25,
18,
12,
13,
18,
6,
11,
9,
14,
13,
13,
4,
13,
15,
12,
9,
10
] |
[
"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: 4566.67%",
"予測される変化率: [カラム_0] 予測される変化率: -90.38%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の9.10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: 59個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の2番目のデータポイント",
"ターニングポイントの方向: [カラム_0] ターニングポイントの方向: 上昇から下降への転換"
],
"en": [
"Historical trend: [column_0] Historical trend: downward",
"Forecasted trend: [column_0] Forecasted trend: downward",
"Historical change rate: [column_0] Historical change rate: 4566.67%",
"Forecasted change rate: [column_0] Forecasted change rate: -90.38%",
"Volatility: [column_0] Volatility: high (standard deviation is 9.10 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 59",
"First turning point: [column_0] First turning point: at data point 2 of the forecast",
"Turning point direction: [column_0] Turning point direction: change from upward to downward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データには明確なトレンドは見られません。",
"ノイズ: [カラム_0] 周期 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 |
[
10,
7,
6,
12,
13,
6,
6,
7,
11,
10,
58,
7,
12,
13,
22,
11,
6,
21,
14,
8,
10,
10,
6,
8,
4,
6,
14,
15,
12,
36,
21,
10,
7,
11,
19,
9,
8,
18,
11,
12,
10,
16,
20,
6,
15,
20,
14,
8,
5,
25,
19,
13,
8,
7,
23,
12,
3,
17,
14,
8,
16,
15,
4,
15,
9,
5,
9,
12,
7,
6,
8,
12,
7,
5,
5,
5,
4,
8,
9,
11,
14,
5,
10,
13,
7,
19,
75,
50,
35,
32,
55,
50,
35,
18,
27,
35,
17,
24,
60,
24,
22,
11,
7,
17,
7,
14,
6,
8,
19,
7,
8,
8,
11,
4,
22,
9,
28,
18,
15,
9,
8,
9,
7,
5,
7,
8,
9,
15,
7,
8,
7,
17,
7,
11,
112,
82,
19,
21,
12,
21,
19,
12,
5,
11,
7,
8,
12,
14,
11,
11,
5,
12,
25,
15,
10,
15,
16,
6,
11,
25,
4028,
618,
240,
38,
24,
51,
45,
22,
39,
20,
19,
21,
21,
22,
20,
11,
14,
14,
14,
6,
21,
15,
13,
27,
12,
14,
19,
15,
19,
12,
25,
22,
18,
16,
11,
9,
15,
10,
10,
11,
20,
14,
19,
6,
17,
7,
12,
23,
12,
17,
18,
12,
10,
14,
14,
18,
9,
11,
31,
4,
11,
17,
12,
12,
10,
5,
10,
16,
8,
13,
12,
16,
13,
16,
16,
16,
8,
14,
9,
7,
11,
8,
8,
7,
11,
11,
32,
8,
3,
17,
9,
8,
7,
4,
10,
3,
8,
14,
18,
17,
13,
12,
14,
10,
10,
8,
7,
9,
9,
10,
8,
7,
15,
5,
11,
5,
5,
4,
15,
11,
4,
5,
9,
22,
3,
7,
12,
3,
6,
8,
4,
10,
8,
11,
4,
11,
6,
2,
6,
4,
9,
7,
12,
3,
9,
4,
8,
7,
6,
7,
7,
8,
135,
29,
11,
10,
18,
10,
7,
13,
7,
10,
8,
5,
6,
12,
10,
14,
13,
8,
15,
4,
8,
7,
12,
6,
9,
15,
17,
5,
13,
9,
18,
15,
9,
8,
8,
10,
16,
12,
8,
16,
7,
7,
7,
26,
157,
120,
34,
51,
42,
42,
33,
29,
16,
35,
11,
40,
25,
13,
19,
33,
35,
25,
41,
4,
80,
62,
170,
216,
93,
81,
231,
409,
209,
157,
116,
717,
150,
687,
472,
366,
235,
200,
561,
13949,
4666,
2064,
1187,
886,
530,
435,
418,
405,
222,
268,
169,
233,
168,
218,
202,
220,
227,
155,
138,
94,
127,
135,
107,
126,
1466,
639,
264,
250,
179,
171,
163,
71,
98,
73,
84,
89,
152,
77,
56,
67,
61,
42,
79,
59,
48,
51,
50,
54,
51,
46,
65,
35,
41,
75,
35,
51,
42,
27,
23,
30,
41,
37,
32,
51,
25,
35,
51,
44,
25,
20,
21,
25,
15,
26,
16,
17,
24,
13,
23,
16,
25,
13,
17,
24,
13,
13,
31,
16,
14,
15,
32,
14,
17,
23,
9,
25,
26,
2153,
252,
133,
79,
43,
35,
39,
43,
34,
28,
23,
23,
38,
30,
28,
41,
14,
14,
11
] |
[
35,
17,
31,
13,
21,
26,
14,
18,
20,
28,
15,
16,
21,
19,
10,
16,
27,
17,
27,
23,
10,
10,
16,
8,
13,
21,
11,
10,
22,
13,
18,
14,
13,
19,
22,
16,
19,
27,
14,
15,
13,
25,
14,
21,
13,
21,
25,
13,
9,
17,
18,
18,
15,
1,
10,
17,
9,
13,
1,
11,
11,
9,
12,
15,
22,
10,
10,
21,
17,
19,
14,
15,
12,
14,
19,
21,
9,
22,
10,
13,
10,
22,
15,
13,
9,
10,
9,
13,
9,
12,
4,
11,
9,
10,
11,
10
] |
[
"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: 10.00%",
"予測される変化率: [カラム_0] 予測される変化率: -71.43%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.23倍)",
"トレンド: [カラム_0] トレンドの変化: 上昇傾向から下降傾向へ",
"ターニングポイント: [カラム_0] 予測期間中のターニングポイント: 63個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 10.00%",
"Forecasted change rate: [column_0] Forecasted change rate: -71.43%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.23 times the mean)",
"Trend: [column_0] Trend change: from upward to downward",
"Turning points: [column_0] Turning points in forecast period: 63",
"First turning point: [column_0] First turning point: at data point 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 70 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 70.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
305,
288,
212,
199,
268,
265,
334,
235,
216,
203,
209,
230,
235,
202,
208,
212,
259,
211,
196,
188,
194,
192,
137,
138,
161,
154,
142,
175,
132,
119,
166,
90,
147,
186,
224,
245,
293,
185,
139,
165,
121,
171,
178,
178,
148,
207,
229,
223,
244,
236,
210,
668,
531,
306,
339,
264,
229,
162,
214,
231,
256,
221,
186,
166,
211,
186,
188,
295,
196,
260,
265,
259,
678,
290,
254,
218,
165,
189,
250,
197,
207,
213,
161,
203,
171,
179,
146,
186,
180,
205,
262,
194,
179,
184,
194,
169,
162,
155,
182,
276,
240,
184,
248,
218,
230,
173,
159,
160,
245,
195,
173,
252,
200,
159,
157,
196,
179,
203,
198,
189,
192,
177,
236,
235,
220,
154,
217,
181,
635,
320,
351,
250,
321,
210,
155,
176,
158,
198,
244,
220,
199,
201,
176,
260,
215,
189,
219,
157,
198,
218,
184,
178,
210,
235,
191,
173,
421,
312,
241,
202,
198,
170,
169,
154,
188,
186,
211,
220,
210,
141,
175,
169,
173,
163,
183,
187,
204,
164,
319,
291,
219,
265,
176,
190,
241,
266,
226,
167,
201,
206,
178,
159,
204,
226,
240,
236,
201,
228,
667,
250,
293,
165,
225,
266,
180,
250,
184,
210,
269,
301,
242,
321,
546,
224,
271,
346,
233,
258,
442,
314,
280,
174,
125,
169,
205,
227,
221,
263,
220,
249,
267,
238,
169,
189,
252,
254,
374,
221,
245,
233,
545,
322,
249,
264,
202,
228,
310,
334,
444,
639,
257,
385,
265,
184,
130,
230,
190,
162,
203,
182,
154,
455,
291,
207,
177,
193,
223,
172,
316,
289,
186,
202,
240,
196,
206,
322,
249,
252,
261,
267,
303,
323,
349,
254,
283,
274,
1353,
1455,
1049,
1171,
449,
352,
721,
1007,
968,
1010,
1174,
526,
404,
693,
423,
271,
251,
211,
231,
216,
207,
125,
218,
188,
164,
181,
183,
180,
153,
191,
125,
140,
159,
147,
152,
147,
126,
125,
119,
157,
184,
143,
121,
115,
178,
163,
185,
179,
124,
125,
135,
151,
406,
224,
177,
144,
138,
153,
151,
124,
119,
164,
146,
193,
123,
154,
186,
148,
160,
126,
111,
136,
253,
137,
264,
159,
159,
192,
107,
97,
149,
128,
142,
150,
160,
158,
185,
543,
238,
199,
224,
185,
230,
179,
156,
142,
190,
142,
162,
147,
170,
136,
136,
147,
172,
169,
152,
160,
141,
164,
141,
179,
182,
151,
125,
171,
143,
155,
94,
109,
141,
142,
365,
207,
133,
214,
177,
153,
186,
181,
155,
215,
255,
339,
179,
263,
273,
266,
203,
286,
296,
211,
204,
397,
178,
180,
137,
199,
191,
212,
174,
188,
201,
138,
205,
188,
135,
187,
190,
207,
150,
192,
171,
176,
143,
188,
169,
170,
208,
198,
159,
352,
263,
181,
152,
128,
142,
140,
98,
99,
93,
101,
158,
103,
115,
79,
97,
134,
329,
120,
123,
138,
99,
105,
124,
94,
131,
143,
123,
124,
127,
126,
130,
100,
108,
227,
169,
158,
131,
167,
163,
86,
232,
394,
253,
163,
177,
194,
217,
226,
170,
218,
328,
235,
209,
128
] |
[
166,
143,
175,
196,
193,
165,
146,
201,
178,
167,
196,
271,
170,
254,
193,
252,
197,
197,
129,
276,
225,
203,
162,
187,
168,
226,
166,
143,
162,
144,
142,
181,
139,
152,
141,
135,
129,
165,
177,
149,
141,
195,
166,
183,
147,
177,
140,
203,
178,
142,
143,
133,
277,
214,
162,
226,
307,
182,
137,
168,
128,
234,
151,
98,
133,
236,
179,
203,
210,
189,
210,
121,
187,
151,
175,
128,
230,
185,
135,
141,
122,
133,
106,
142,
178,
153,
200,
152,
127,
143,
123,
141,
123,
141,
176,
215
] |
[
"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: -58.03%",
"予測される変化率: [カラム_0] 予測される変化率: 29.52%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の0.64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: 68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: -58.03%",
"Forecasted change rate: [column_0] Forecasted change rate: 29.52%",
"Volatility: [column_0] Volatility: high (standard deviation is 0.64 times the mean)",
"Trend: [column_0] Trend intensification: downward trend strengthens",
"Turning points: [column_0] Turning points in forecast period: 68",
"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 64 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] ラグ 2 での自己相関は強いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 90 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 64.",
"Autocorrelation: [column_0] The autocorrelation is strong at lag 2.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 90."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
70,
53,
62,
74,
82,
52,
68,
76,
116,
95,
101,
71,
77,
70,
86,
143,
244,
404,
425,
153,
158,
103,
116,
111,
95,
114,
60,
67,
77,
93,
75,
84,
84,
94,
93,
92,
78,
79,
88,
120,
95,
135,
129,
188,
255,
657,
1623,
428,
186,
117,
107,
79,
103,
108,
80,
89,
107,
71,
70,
62,
75,
58,
35,
44,
42,
56,
56,
49,
51,
61,
64,
96,
76,
90,
93,
50,
58,
52,
60,
39,
44,
66,
49,
61,
58,
69,
59,
48,
87,
75,
53,
49,
53,
59,
50,
59,
57,
33,
57,
37,
56,
43,
65,
33,
45,
61,
112,
100,
97,
90,
56,
48,
65,
79,
86,
144,
371,
146,
73,
76,
77,
59,
72,
64,
31,
46,
54,
33,
33,
64,
62,
43,
39,
43,
79,
86,
306,
895,
427,
255,
208,
232,
632,
1727,
1562,
429,
233,
149,
166,
121,
143,
120,
70,
96,
97,
90,
51,
93,
85,
64,
80,
102,
84,
91,
70,
116,
64,
108,
120,
62,
64,
75,
57,
48,
58,
59,
67,
61,
195,
58,
49,
65,
72,
39,
51,
429,
84,
98,
85,
100,
86,
62,
96,
106,
85,
101,
78,
94,
80,
92,
95,
78,
82,
107,
108,
53,
75,
149,
119,
81,
96,
110,
80,
96,
86,
92,
93,
90,
58,
62,
58,
39,
44,
55,
42,
50,
47,
126,
97,
47,
81,
89,
73,
59,
55,
64,
57,
50,
60,
73,
69,
93,
79,
60,
49,
50,
41,
58,
83,
86,
54,
65,
71,
96,
80,
98,
146,
113,
86,
75,
73,
66,
47,
96,
78,
57,
118,
88,
61,
63,
78,
64,
62,
64,
67,
54,
63,
84,
88,
70,
65,
93,
109,
161,
725,
316,
147,
143,
114,
124,
155,
185,
103,
118,
101,
63,
55,
101,
124,
85,
62,
76,
81,
116,
421,
989,
495,
198,
167,
124,
128,
114,
121,
84,
94,
74,
76,
114,
97,
107,
101,
193,
188,
314,
770,
473,
403,
204,
149,
93,
96,
86,
89,
83,
91,
91,
81,
105,
131,
198,
514,
274,
208,
128,
192,
187,
156,
129,
131,
113,
107,
97,
84,
113,
103,
76,
96,
85,
77,
64,
97,
106,
84,
85,
80,
75,
84,
162,
163,
100,
96,
103,
82,
89,
78,
95,
117,
79,
84,
62,
72,
98,
105,
91,
91,
115,
85,
61,
107,
124,
88,
105,
178,
143,
117,
149,
146,
143,
177,
168,
168,
171,
475,
342,
347,
378,
461,
2509,
1676,
1266,
2642,
4096,
3184,
13618,
4385,
34128,
51445,
16458,
5100,
2332,
1896,
1342,
858,
859,
747,
491,
368,
363,
316,
280,
262,
278,
248,
201,
245,
228,
191,
201,
229,
194,
237,
214,
196,
184,
222,
341,
237,
181,
153,
207,
192,
294,
428,
272,
300,
215,
225,
132,
180,
200,
226,
152,
160,
127,
128,
175,
170,
212,
183,
120,
111,
107,
154,
178,
103,
125,
108,
137,
168,
131,
164,
110,
120,
139,
98,
66,
79,
91,
106,
82,
72,
80,
87,
140,
131,
80,
87,
63,
86,
76,
84,
132,
89,
78,
85,
489,
422,
256,
174,
141,
135,
107
] |
[
119,
124,
128,
223,
153,
117,
85,
94,
81,
98,
92,
93,
92,
74,
73,
61,
73,
66,
59,
90,
105,
122,
159,
155,
159,
106,
80,
73,
84,
72,
74,
68,
90,
56,
62,
63,
53,
65,
97,
112,
77,
155,
109,
113,
136,
183,
145,
147,
152,
119,
99,
109,
167,
114,
90,
128,
69,
76,
86,
117,
124,
89,
71,
79,
76,
66,
74,
80,
92,
92,
102,
87,
111,
110,
145,
120,
110,
101,
92,
128,
112,
95,
108,
127,
117,
69,
105,
99,
94,
58,
101,
126,
88,
97,
108,
104
] |
[
"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: 52.86%",
"予測される変化率: [カラム_0] 予測される変化率: -12.61%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の7.14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: 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: 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: 52.86%",
"Forecasted change rate: [column_0] Forecasted change rate: -12.61%",
"Volatility: [column_0] Volatility: high (standard deviation is 7.14 times the mean)",
"Trend: [column_0] Trend change: from upward to stable",
"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 downward to upward"
]
}
|
{
"ja": [
"トレンド: [カラム_0] データは明確な上昇トレンドを示しています。",
"ノイズ: [カラム_0] 周期 62 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data shows a clear upward trend.",
"Noise: [column_0] The data contains high randomness at period 62.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 94."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
2,
2,
0,
0,
0,
2,
1,
0,
2,
2,
1,
4,
1,
0,
3,
1,
0,
0,
1,
0,
2,
0,
7,
3,
4,
1,
1,
0,
4,
0,
2,
1,
4,
1,
4,
2,
5,
2,
5,
2,
1,
4,
3,
0,
2,
2,
2,
5,
1,
1,
2,
0,
2,
1,
0,
1,
2,
7,
0,
1,
2,
1,
1,
1,
4,
4,
1,
1,
0,
0,
2,
2,
1,
0,
1,
1,
0,
1,
1,
1,
1,
3,
0,
2,
8,
4,
4,
1,
2,
2,
2,
0,
3,
1,
1,
0,
2,
2,
0,
1,
0,
0,
1,
3,
0,
0,
7,
4,
1,
1,
1,
2,
0,
0,
1,
2,
4,
18,
7,
1,
2,
4,
0,
4,
4,
2,
7,
9,
3,
1,
4,
2,
0,
3,
2,
0,
2,
1,
2,
2,
1,
4,
0,
3,
1,
3,
3,
1,
3,
0,
4,
0,
2,
3,
2,
0,
1,
3,
1,
2,
1,
3,
3,
0,
9,
4,
2,
1,
1,
5,
1,
3,
3,
3,
2,
6,
3,
5,
5,
6,
4,
3,
4,
2,
1,
5,
2,
2,
2,
0,
0,
5,
4,
3,
5,
6,
4,
5,
2,
6,
3,
2,
8,
7,
2,
4,
4,
1,
3,
1,
2,
2,
4,
6,
8,
6,
5,
4,
1,
0,
5,
0,
2,
4,
3,
5,
3,
3,
4,
3,
6,
21,
2,
1,
4,
2,
8,
0,
1,
6,
315,
190,
52,
85,
14,
19,
18,
14,
9,
10,
9,
5,
7,
7,
9,
8,
8,
7,
5,
12,
4,
4,
8,
4,
4,
7,
3,
2,
7,
5,
8,
9,
4,
3,
5,
9,
10,
8,
5,
4,
6,
10,
7,
8,
13,
9,
4,
8,
10,
4,
7,
7,
6,
7,
3,
10,
2,
6,
3,
7,
4,
2,
9,
6,
8,
4,
8,
5,
4,
5,
4,
4,
2,
4,
4,
5,
10,
2,
12,
19,
15,
4,
6,
5,
1,
6,
3,
3,
7,
3,
5,
13,
27,
11,
7,
10,
8,
6,
6,
5,
7,
7,
4,
4,
13,
8,
9,
4,
7,
7,
6,
3,
4,
8,
4,
10,
4,
19,
3,
2,
6,
3,
2,
4,
6,
4,
3,
3,
1,
5,
11,
12,
4,
3,
8,
10,
3,
3,
3,
4,
6,
3,
2,
18,
1,
4,
2,
4,
7,
8,
4,
7,
5,
1,
3,
8,
0,
2,
4,
16,
2,
5,
6,
2,
1,
2,
17,
9,
5,
4,
2,
4,
2,
9,
4,
5,
6,
3,
4,
1,
4,
1,
0,
8,
13,
2,
3,
7,
4,
5,
5,
4,
3,
2,
7,
2,
4,
9,
2,
10,
5,
5,
8,
6,
11,
5,
3,
5,
7,
4,
4,
12,
4,
5,
2,
0,
8,
7,
5,
9,
5,
30,
33,
41,
25,
21,
50,
60,
65,
61,
109,
28,
22,
30,
9,
40,
23,
71,
73,
21,
42,
10,
1,
19,
26,
2,
5,
14,
27,
34,
9,
38,
4,
3,
26,
19,
2,
8,
18,
29,
27,
54,
17,
7,
33,
5,
2,
3,
54,
41,
15,
3
] |
[
4,
7,
11,
4,
31,
9,
6,
7,
8,
21,
55,
1,
9,
3,
4,
16,
25,
19,
8,
6,
9,
7,
8,
10,
13,
10,
15,
14,
20,
7,
16,
13,
2,
4,
2,
0,
1,
3,
8,
7,
9,
2,
1,
3,
3,
10,
6,
12,
6,
7,
1,
26,
32,
6,
2,
3,
3,
5,
5,
7,
2,
10,
2,
6,
1,
3,
2,
6,
2,
2,
5,
0,
3,
6,
21,
17,
9,
2,
19,
2,
4,
8,
2,
13,
16,
31,
11,
19,
37,
21,
3,
12,
4,
4,
3,
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: 50.00%",
"予測される変化率: [カラム_0] 予測される変化率: -50.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の2.28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: 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: 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: -50.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 2.28 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"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 66 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 92 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data does not show a clear trend.",
"Noise: [column_0] The data contains high randomness at period 66.",
"Autocorrelation: [column_0] The autocorrelation is weak.",
"Partial Autocorrelation: [column_0] The partial autocorrelation is weak.",
"Stationarity: [column_0] The data is stationary.",
"Volatility: [column_0] The data has high volatility.",
"Periodicity: [column_0] The data shows clear periodicity at period 92."
]
}
|
forecasting
|
/monash
|
kaggle_web_traffic_dataset_without_missing_values.tsf
| 512 | 96 |
[
4,
3,
1,
5,
3,
4,
5,
4,
3,
5,
2,
0,
6,
7,
3,
1,
1,
5,
10,
4,
3,
3,
3,
5,
10,
2,
1,
2,
7,
3,
1,
3,
4,
4,
3,
3,
2,
2,
5,
1,
6,
3,
2,
2,
2,
2,
5,
3,
7,
4,
4,
2,
0,
5,
6,
4,
4,
5,
2,
0,
5,
9,
5,
4,
3,
1,
0,
6,
4,
2,
5,
5,
1,
7,
0,
3,
1,
6,
3,
9,
1,
2,
24,
2,
8,
1,
46,
7,
44,
8,
4,
13,
2,
4,
8,
5,
4,
5,
15,
3,
1,
4,
2,
2,
4,
3,
4,
6,
0,
2,
4,
5,
3,
1,
1,
4,
6,
3,
7,
1,
4,
3,
5,
2,
2,
3,
2,
4,
4,
6,
8,
4,
2,
14,
2,
1,
2,
7,
6,
4,
2,
2,
2,
2,
4,
3,
4,
3,
3,
3,
5,
3,
2,
5,
3,
7,
2,
3,
9,
10,
3,
3,
2,
6,
4,
6,
1,
2,
2,
2,
3,
6,
3,
5,
6,
9,
4,
3,
4,
5,
3,
8,
3,
4,
9,
5,
4,
3,
6,
3,
3,
4,
6,
2,
8,
3,
4,
7,
0,
6,
5,
6,
15,
6,
6,
4,
13,
11,
7,
15,
3,
7,
5,
4,
7,
6,
4,
6,
0,
2,
3,
1,
11,
3,
146,
7,
2,
5,
2,
9,
4,
0,
2,
3,
3,
3,
6,
5,
8,
5,
5,
8,
1,
7,
4,
7,
2,
3,
5,
3,
5,
1,
1,
28,
6,
8,
2,
6,
3,
3,
7,
26,
54,
32,
7,
3,
3,
10,
3,
5,
8,
6,
4,
7,
5,
9,
12,
17,
23,
3,
8,
10,
7,
7,
26,
7,
6,
27,
7,
21,
7,
17,
7,
5,
4,
2,
5,
8,
19,
28,
5,
5,
4,
6,
17,
8,
9,
7,
6,
2,
4,
5,
3,
3,
5,
10,
6,
6,
5,
6,
3,
19,
11,
22,
19,
9,
14,
10,
7,
13,
12,
13,
7,
6,
5,
7,
20,
8,
2,
11,
2,
6,
3,
2,
6,
1,
4,
6,
5,
5,
25,
10,
8,
11,
4,
7,
9,
9,
5,
4,
6,
3,
4,
1,
4,
1,
4,
6,
3,
4,
5,
8,
4,
6,
4,
5,
6,
1,
7,
2,
6,
4,
2,
5,
2,
5,
4,
10,
7,
1,
6,
7,
2,
9,
5,
8,
4,
4,
2,
4,
4,
4,
3,
8,
4,
1,
14,
7,
6,
3,
3,
7,
10,
0,
5,
13,
10,
6,
22,
4,
4,
3,
3,
8,
4,
4,
3,
4,
2,
5,
6,
4,
2,
3,
9,
5,
1,
5,
4,
4,
4,
4,
6,
7,
4,
10,
5,
3,
9,
3,
6,
8,
6,
7,
2,
2,
3,
5,
5,
6,
4,
4,
9,
19,
15,
6,
3,
4,
2,
0,
4,
1,
7,
20,
18,
4,
3,
5,
0,
5,
2,
5,
4,
1,
2,
3,
6,
22,
0,
0,
5,
2,
5,
5,
6,
1,
5,
0,
6,
2,
6,
0,
13,
16,
5,
4,
2,
9,
8,
3,
3,
5
] |
[
1,
3,
11,
1,
1,
3,
6,
1,
1,
2,
2,
4,
1,
2,
2,
3,
5,
5,
5,
4,
3,
5,
7,
6,
7,
3,
7,
9,
4,
4,
5,
3,
2,
0,
6,
5,
2,
3,
2,
3,
4,
0,
0,
1,
6,
4,
2,
4,
2,
2,
3,
8,
4,
3,
2,
2,
5,
3,
12,
3,
3,
2,
2,
9,
3,
5,
10,
6,
3,
1,
6,
3,
4,
4,
3,
3,
5,
3,
2,
5,
3,
1,
3,
2,
3,
3,
6,
3,
1,
2,
4,
6,
0,
7,
0,
4
] |
[
"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: 25.00%",
"予測される変化率: [カラム_0] 予測される変化率: 300.00%",
"変動性: [カラム_0] 変動性: 大きな変動 (標準偏差は平均値の1.38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: 43個",
"最初のターニングポイント: [カラム_0] 最初のターニングポイント: 予測の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: 25.00%",
"Forecasted change rate: [column_0] Forecasted change rate: 300.00%",
"Volatility: [column_0] Volatility: high (standard deviation is 1.38 times the mean)",
"Trend: [column_0] Trend continuation: stable trend continues",
"Turning points: [column_0] Turning points in forecast period: 43",
"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 72 でのデータには高いランダム性が含まれています。",
"自己相関: [カラム_0] 自己相関は弱いです。",
"部分自己相関: [カラム_0] 部分自己相関は弱いです。",
"平穏性: [カラム_0] データは平穏です。",
"変動性: [カラム_0] データには高い変動性があります。",
"周期性: [カラム_0] 周期 94 では、データには明確な周期性が見られます。"
],
"en": [
"Trend: [column_0] The data 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 94."
]
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.